{ "cells": [ { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# Time Series in Altair\n", "\n", "Time series are graphs where the X-Axis is a time value, for example:\n", "- Date\n", "- Year, month, or day\n", "- Hour, minute, or second\n", "- Even numeric value representing period or order (e.g. 1,2,3, ..etc)\n", "\n", "The line is the typical mark method used for time series to show change over time." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [ { "data": { "text/html": [ "
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AccelerationCylindersDisplacementHorsepowerMiles_per_GallonNameOriginWeight_in_lbsYear
012.0830713018chevrolet chevelle malibuUSA35041970-01-01
111.5835016515buick skylark 320USA36931970-01-01
211.0831815018plymouth satelliteUSA34361970-01-01
312.0830415016amc rebel sstUSA34331970-01-01
410.5830214017ford torinoUSA34491970-01-01
\n", "
" ], "text/plain": [ " Acceleration Cylinders Displacement Horsepower Miles_per_Gallon \\\n", "0 12.0 8 307 130 18 \n", "1 11.5 8 350 165 15 \n", "2 11.0 8 318 150 18 \n", "3 12.0 8 304 150 16 \n", "4 10.5 8 302 140 17 \n", "\n", " Name Origin Weight_in_lbs Year \n", "0 chevrolet chevelle malibu USA 3504 1970-01-01 \n", "1 buick skylark 320 USA 3693 1970-01-01 \n", "2 plymouth satellite USA 3436 1970-01-01 \n", "3 amc rebel sst USA 3433 1970-01-01 \n", "4 ford torino USA 3449 1970-01-01 " ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Let's load our data\n", "# using altair\n", "import pandas as pd\n", "import altair as alt\n", "\n", "# you need a dataset\n", "cars_df = pd.read_json(\"https://github.com/vega/vega-datasets/raw/gh-pages/data/cars.json\")\n", "\n", "# notice the year column\n", "cars_df.head()" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n" ] }, "metadata": { "jupyter-vega": "#4f23f46d-6fda-484c-b8d4-882be0df6ff0" }, "output_type": "display_data" }, { "data": { "application/javascript": [ "var spec = {\"encoding\": {\"x\": {\"type\": \"quantitative\", \"field\": \"Miles_per_Gallon\"}, \"y\": {\"type\": \"nominal\", \"field\": \"Year\"}}, \"mark\": \"line\", \"config\": {\"cell\": {\"height\": 350, \"width\": 500}}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v1.2.1.json\", \"data\": {\"values\": [{\"Horsepower\": 130.0, \"Weight_in_lbs\": 3504, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 307.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"chevrolet chevelle malibu\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 3693, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"buick skylark 320\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3436, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"plymouth satellite\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3433, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"amc rebel sst\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 3449, \"Acceleration\": 10.5, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"ford torino\"}, {\"Horsepower\": 198.0, \"Weight_in_lbs\": 4341, \"Acceleration\": 10.0, \"Cylinders\": 8, \"Displacement\": 429.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"ford galaxie 500\"}, {\"Horsepower\": 220.0, \"Weight_in_lbs\": 4354, \"Acceleration\": 9.0, \"Cylinders\": 8, \"Displacement\": 454.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"chevrolet impala\"}, {\"Horsepower\": 215.0, \"Weight_in_lbs\": 4312, \"Acceleration\": 8.5, \"Cylinders\": 8, \"Displacement\": 440.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"plymouth fury iii\"}, {\"Horsepower\": 225.0, \"Weight_in_lbs\": 4425, \"Acceleration\": 10.0, \"Cylinders\": 8, \"Displacement\": 455.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"pontiac catalina\"}, {\"Horsepower\": 190.0, \"Weight_in_lbs\": 3850, \"Acceleration\": 8.5, \"Cylinders\": 8, \"Displacement\": 390.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"amc ambassador dpl\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 3090, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 133.0, \"Miles_per_Gallon\": null, \"Origin\": \"Europe\", \"Year\": \"1970-01-01\", \"Name\": \"citroen ds-21 pallas\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 4142, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"chevrolet chevelle concours (sw)\"}, {\"Horsepower\": 153.0, \"Weight_in_lbs\": 4034, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"ford torino (sw)\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 4166, \"Acceleration\": 10.5, \"Cylinders\": 8, \"Displacement\": 383.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"plymouth satellite (sw)\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 3850, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"amc rebel sst (sw)\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 3563, \"Acceleration\": 10.0, \"Cylinders\": 8, \"Displacement\": 383.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"dodge challenger se\"}, {\"Horsepower\": 160.0, \"Weight_in_lbs\": 3609, \"Acceleration\": 8.0, \"Cylinders\": 8, \"Displacement\": 340.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"plymouth 'cuda 340\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 3353, \"Acceleration\": 8.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"ford mustang boss 302\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3761, \"Acceleration\": 9.5, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"chevrolet monte carlo\"}, {\"Horsepower\": 225.0, \"Weight_in_lbs\": 3086, \"Acceleration\": 10.0, \"Cylinders\": 8, \"Displacement\": 455.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"buick estate wagon (sw)\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2372, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 113.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1970-01-01\", \"Name\": \"toyota corona mark ii\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2833, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 198.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"plymouth duster\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2774, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 199.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2587, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Japan\", \"Year\": \"1970-01-01\", \"Name\": \"datsun pl510\"}, {\"Horsepower\": 46.0, \"Weight_in_lbs\": 1835, \"Acceleration\": 20.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1970-01-01\", \"Name\": \"volkswagen 1131 deluxe sedan\"}, {\"Horsepower\": 87.0, \"Weight_in_lbs\": 2672, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 110.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1970-01-01\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2430, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Europe\", \"Year\": \"1970-01-01\", \"Name\": \"audi 100 ls\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2375, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 104.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1970-01-01\", \"Name\": \"saab 99e\"}, {\"Horsepower\": 113.0, \"Weight_in_lbs\": 2234, \"Acceleration\": 12.5, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1970-01-01\", \"Name\": \"bmw 2002\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2648, \"Acceleration\": 15.0, \"Cylinders\": 6, \"Displacement\": 199.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"amc gremlin\"}, {\"Horsepower\": 215.0, \"Weight_in_lbs\": 4615, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": 10.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"ford f250\"}, {\"Horsepower\": 200.0, \"Weight_in_lbs\": 4376, \"Acceleration\": 15.0, \"Cylinders\": 8, \"Displacement\": 307.0, \"Miles_per_Gallon\": 10.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"chevy c20\"}, {\"Horsepower\": 210.0, \"Weight_in_lbs\": 4382, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 11.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"dodge d200\"}, {\"Horsepower\": 193.0, \"Weight_in_lbs\": 4732, \"Acceleration\": 18.5, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 9.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"hi 1200d\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Japan\", \"Year\": \"1971-01-01\", \"Name\": \"datsun pl510\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2264, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"chevrolet vega 2300\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2228, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 113.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Japan\", \"Year\": \"1971-01-01\", \"Name\": \"toyota corona\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2046, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 1978, \"Acceleration\": 20.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": null, \"Origin\": \"Europe\", \"Year\": \"1971-01-01\", \"Name\": \"volkswagen super beetle 117\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2634, \"Acceleration\": 13.0, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"amc gremlin\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3439, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"plymouth satellite custom\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3329, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"chevrolet chevelle malibu\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3302, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"ford torino 500\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3288, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"amc matador\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 4209, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"chevrolet impala\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 4464, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"pontiac catalina brougham\"}, {\"Horsepower\": 153.0, \"Weight_in_lbs\": 4154, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"ford galaxie 500\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4096, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"plymouth fury iii\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 4955, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 383.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"dodge monaco (sw)\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 4746, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"ford country squire (sw)\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 5140, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"pontiac safari (sw)\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2962, \"Acceleration\": 13.5, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"amc hornet sportabout (sw)\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2408, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"chevrolet vega (sw)\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3282, \"Acceleration\": 15.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"pontiac firebird\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3139, \"Acceleration\": 14.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"ford mustang\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2220, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"mercury capri 2000\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2123, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 116.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Europe\", \"Year\": \"1971-01-01\", \"Name\": \"opel 1900\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2074, \"Acceleration\": 19.5, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Europe\", \"Year\": \"1971-01-01\", \"Name\": \"peugeot 304\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 2065, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 88.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Europe\", \"Year\": \"1971-01-01\", \"Name\": \"fiat 124b\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1773, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 71.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1971-01-01\", \"Name\": \"toyota corolla 1200\"}, {\"Horsepower\": 69.0, \"Weight_in_lbs\": 1613, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 72.0, \"Miles_per_Gallon\": 35.0, \"Origin\": \"Japan\", \"Year\": \"1971-01-01\", \"Name\": \"datsun 1200\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1834, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Europe\", \"Year\": \"1971-01-01\", \"Name\": \"volkswagen model 111\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1955, \"Acceleration\": 20.5, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"plymouth cricket\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2278, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 113.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1972-01-01\", \"Name\": \"toyota corona hardtop\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2126, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 97.5, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1972-01-01\", \"Name\": \"dodge colt hardtop\"}, {\"Horsepower\": 54.0, \"Weight_in_lbs\": 2254, \"Acceleration\": 23.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"Europe\", \"Year\": \"1972-01-01\", \"Name\": \"volkswagen type 3\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2408, \"Acceleration\": 19.5, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1972-01-01\", \"Name\": \"chevrolet vega\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2226, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 21.0, 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150.0, \"Weight_in_lbs\": 3672, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1972-01-01\", \"Name\": \"amc ambassador sst\"}, {\"Horsepower\": 208.0, \"Weight_in_lbs\": 4633, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 429.0, \"Miles_per_Gallon\": 11.0, \"Origin\": \"USA\", \"Year\": \"1972-01-01\", \"Name\": \"mercury marquis\"}, {\"Horsepower\": 155.0, \"Weight_in_lbs\": 4502, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972-01-01\", \"Name\": \"buick lesabre custom\"}, {\"Horsepower\": 160.0, \"Weight_in_lbs\": 4456, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1972-01-01\", \"Name\": \"oldsmobile delta 88 royale\"}, {\"Horsepower\": 190.0, \"Weight_in_lbs\": 4422, \"Acceleration\": 12.5, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972-01-01\", \"Name\": \"chrysler newport royal\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2330, \"Acceleration\": 13.5, \"Cylinders\": 3, \"Displacement\": 70.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Japan\", \"Year\": \"1972-01-01\", \"Name\": \"mazda rx2 coupe\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3892, \"Acceleration\": 12.5, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1972-01-01\", \"Name\": \"amc matador (sw)\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 4098, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 307.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972-01-01\", \"Name\": \"chevrolet chevelle concours (sw)\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4294, \"Acceleration\": 16.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": 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\"Weight_in_lbs\": 2189, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 96.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1972-01-01\", \"Name\": \"renault 12 (sw)\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2395, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1972-01-01\", \"Name\": \"ford pinto (sw)\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2288, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Japan\", \"Year\": \"1972-01-01\", \"Name\": \"datsun 510 (sw)\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2506, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"Japan\", \"Year\": \"1972-01-01\", \"Name\": \"toyouta corona mark ii (sw)\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2164, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1972-01-01\", \"Name\": \"dodge colt (sw)\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2100, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Japan\", \"Year\": \"1972-01-01\", \"Name\": \"toyota corolla 1600 (sw)\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 4100, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"buick century 350\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3672, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"amc matador\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 3988, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"chevrolet 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\"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"ford ltd\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4237, \"Acceleration\": 14.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"plymouth fury gran sedan\"}, {\"Horsepower\": 215.0, \"Weight_in_lbs\": 4735, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 440.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"chrysler new yorker brougham\"}, {\"Horsepower\": 225.0, \"Weight_in_lbs\": 4951, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 455.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"buick electra 225 custom\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 3821, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"amc ambassador brougham\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3121, \"Acceleration\": 16.5, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"plymouth valiant\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3278, \"Acceleration\": 18.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"chevrolet nova custom\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2945, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3021, \"Acceleration\": 16.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2904, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 198.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"plymouth duster\"}, {\"Horsepower\": 46.0, \"Weight_in_lbs\": 1950, \"Acceleration\": 21.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1973-01-01\", \"Name\": \"volkswagen super beetle\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4997, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 11.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"chevrolet impala\"}, {\"Horsepower\": 167.0, \"Weight_in_lbs\": 4906, \"Acceleration\": 12.5, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"ford country\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 4654, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"plymouth custom suburb\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 4499, \"Acceleration\": 12.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"oldsmobile vista cruiser\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2789, \"Acceleration\": 15.0, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"amc gremlin\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2279, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"Japan\", \"Year\": \"1973-01-01\", \"Name\": \"toyota carina\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2401, \"Acceleration\": 19.5, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"chevrolet 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\"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1973-01-01\", \"Name\": \"fiat 124 sport coupe\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 4082, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"chevrolet monte carlo s\"}, {\"Horsepower\": 230.0, \"Weight_in_lbs\": 4278, \"Acceleration\": 9.5, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"pontiac grand prix\"}, {\"Horsepower\": 49.0, \"Weight_in_lbs\": 1867, \"Acceleration\": 19.5, \"Cylinders\": 4, \"Displacement\": 68.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1973-01-01\", \"Name\": \"fiat 128\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2158, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 116.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Europe\", \"Year\": \"1973-01-01\", \"Name\": \"opel manta\"}, {\"Horsepower\": 91.0, \"Weight_in_lbs\": 2582, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 114.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"Europe\", \"Year\": \"1973-01-01\", \"Name\": \"audi 100ls\"}, {\"Horsepower\": 112.0, \"Weight_in_lbs\": 2868, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Europe\", \"Year\": \"1973-01-01\", \"Name\": \"volvo 144ea\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3399, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"dodge dart custom\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2660, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Europe\", \"Year\": \"1973-01-01\", \"Name\": \"saab 99le\"}, {\"Horsepower\": 122.0, \"Weight_in_lbs\": 2807, \"Acceleration\": 13.5, \"Cylinders\": 6, \"Displacement\": 156.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"Japan\", \"Year\": \"1973-01-01\", \"Name\": \"toyota mark ii\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 3664, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 11.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"oldsmobile omega\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3102, \"Acceleration\": 16.5, \"Cylinders\": 6, \"Displacement\": 198.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1974-01-01\", \"Name\": \"plymouth duster\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2875, \"Acceleration\": 17.0, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1974-01-01\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2901, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1974-01-01\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3336, \"Acceleration\": 17.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1974-01-01\", \"Name\": \"chevrolet nova\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1950, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1974-01-01\", \"Name\": \"datsun b210\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2451, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1974-01-01\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1836, \"Acceleration\": 21.0, \"Cylinders\": 4, \"Displacement\": 71.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1974-01-01\", \"Name\": \"toyota corolla 1200\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2542, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1974-01-01\", \"Name\": \"chevrolet vega\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3781, \"Acceleration\": 17.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1974-01-01\", \"Name\": \"chevrolet chevelle malibu classic\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3632, \"Acceleration\": 18.0, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1974-01-01\", \"Name\": \"amc matador\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3613, \"Acceleration\": 16.5, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1974-01-01\", \"Name\": \"plymouth satellite sebring\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4141, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1974-01-01\", \"Name\": \"ford gran torino\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4699, \"Acceleration\": 14.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1974-01-01\", \"Name\": \"buick century luxus (sw)\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4457, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1974-01-01\", \"Name\": \"dodge coronet custom (sw)\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4638, \"Acceleration\": 16.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1974-01-01\", \"Name\": \"ford gran torino (sw)\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4257, \"Acceleration\": 15.5, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1974-01-01\", \"Name\": \"amc matador (sw)\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2219, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1974-01-01\", \"Name\": \"audi fox\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1963, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1974-01-01\", \"Name\": \"volkswagen dasher\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1974-01-01\", \"Name\": \"opel manta\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 1649, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 76.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1974-01-01\", \"Name\": \"toyota corona\"}, {\"Horsepower\": 61.0, \"Weight_in_lbs\": 2003, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 83.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1974-01-01\", \"Name\": \"datsun 710\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2125, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1974-01-01\", \"Name\": \"dodge colt\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2108, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Europe\", \"Year\": \"1974-01-01\", \"Name\": \"fiat 128\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2246, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 116.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1974-01-01\", \"Name\": \"fiat 124 tc\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2489, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1974-01-01\", \"Name\": \"honda civic\"}, {\"Horsepower\": 93.0, \"Weight_in_lbs\": 2391, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Japan\", \"Year\": \"1974-01-01\", \"Name\": \"subaru\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2000, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Europe\", \"Year\": \"1974-01-01\", \"Name\": \"fiat x1.9\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3264, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"plymouth valiant custom\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3459, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"chevrolet nova\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 3432, \"Acceleration\": 21.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"mercury monarch\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 3158, \"Acceleration\": 19.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 4668, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"pontiac catalina\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 4440, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"chevrolet bel air\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4498, \"Acceleration\": 14.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"plymouth grand fury\"}, {\"Horsepower\": 148.0, \"Weight_in_lbs\": 4657, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"ford ltd\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3907, \"Acceleration\": 21.0, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"buick century\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3897, \"Acceleration\": 18.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"chevroelt chevelle malibu\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3730, \"Acceleration\": 19.0, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"amc matador\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3785, \"Acceleration\": 19.0, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"plymouth fury\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3039, \"Acceleration\": 15.0, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"buick skyhawk\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3221, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 262.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"chevrolet monza 2+2\"}, {\"Horsepower\": 129.0, \"Weight_in_lbs\": 3169, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"ford mustang ii\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2171, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Japan\", \"Year\": \"1975-01-01\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2639, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2914, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"amc gremlin\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2592, \"Acceleration\": 18.5, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"pontiac astro\"}, {\"Horsepower\": 96.0, \"Weight_in_lbs\": 2702, \"Acceleration\": 13.5, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1975-01-01\", \"Name\": \"toyota corona\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 2223, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1975-01-01\", \"Name\": \"volkswagen dasher\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2545, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1975-01-01\", \"Name\": \"datsun 710\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2984, \"Acceleration\": 14.5, \"Cylinders\": 6, \"Displacement\": 171.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1937, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1975-01-01\", \"Name\": \"volkswagen rabbit\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3211, \"Acceleration\": 17.0, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"amc pacer\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2694, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 115.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"Europe\", \"Year\": \"1975-01-01\", \"Name\": \"audi 100ls\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2957, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"Europe\", \"Year\": \"1975-01-01\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 98.0, \"Weight_in_lbs\": 2945, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"Europe\", \"Year\": \"1975-01-01\", \"Name\": \"volvo 244dl\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2671, \"Acceleration\": 13.5, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1975-01-01\", \"Name\": \"saab 99le\"}, {\"Horsepower\": 53.0, \"Weight_in_lbs\": 1795, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 33.0, \"Origin\": \"Japan\", \"Year\": \"1975-01-01\", \"Name\": \"honda civic cvcc\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2464, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Europe\", \"Year\": \"1976-01-01\", \"Name\": \"fiat 131\"}, {\"Horsepower\": 81.0, \"Weight_in_lbs\": 2220, \"Acceleration\": 16.9, \"Cylinders\": 4, \"Displacement\": 116.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1976-01-01\", \"Name\": \"opel 1900\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2572, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"capri ii\"}, {\"Horsepower\": 79.0, \"Weight_in_lbs\": 2255, \"Acceleration\": 17.7, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"dodge colt\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2202, \"Acceleration\": 15.3, \"Cylinders\": 4, \"Displacement\": 101.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Europe\", \"Year\": \"1976-01-01\", \"Name\": \"renault 12tl\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4215, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"chevrolet chevelle malibu classic\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4190, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"dodge coronet brougham\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 3962, \"Acceleration\": 13.9, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"amc matador\"}, {\"Horsepower\": 152.0, \"Weight_in_lbs\": 4215, \"Acceleration\": 12.8, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 14.5, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"ford gran torino\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3233, \"Acceleration\": 15.4, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"plymouth valiant\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3353, \"Acceleration\": 14.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"chevrolet nova\"}, {\"Horsepower\": 81.0, \"Weight_in_lbs\": 3012, \"Acceleration\": 17.6, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3085, \"Acceleration\": 17.6, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 22.5, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 2035, \"Acceleration\": 22.2, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 2164, \"Acceleration\": 22.1, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 24.5, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"chevrolet woody\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1937, \"Acceleration\": 14.2, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1976-01-01\", \"Name\": \"vw rabbit\"}, {\"Horsepower\": 53.0, \"Weight_in_lbs\": 1795, \"Acceleration\": 17.4, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 33.0, \"Origin\": \"Japan\", \"Year\": \"1976-01-01\", \"Name\": \"honda civic\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3651, \"Acceleration\": 17.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"dodge aspen se\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 3574, \"Acceleration\": 21.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"ford granada ghia\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3645, \"Acceleration\": 16.2, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"pontiac ventura sj\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3193, \"Acceleration\": 17.8, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"amc pacer d/l\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1825, \"Acceleration\": 12.2, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.5, \"Origin\": \"Europe\", \"Year\": \"1976-01-01\", \"Name\": \"volkswagen rabbit\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1990, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1976-01-01\", \"Name\": \"datsun b-210\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Japan\", \"Year\": \"1976-01-01\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2565, \"Acceleration\": 13.6, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 26.5, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 102.0, \"Weight_in_lbs\": 3150, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 130.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"Europe\", \"Year\": \"1976-01-01\", \"Name\": \"volvo 245\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3940, \"Acceleration\": 13.2, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"plymouth volare premier v8\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3270, \"Acceleration\": 21.9, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Europe\", \"Year\": \"1976-01-01\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 108.0, \"Weight_in_lbs\": 2930, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 156.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Japan\", \"Year\": \"1976-01-01\", \"Name\": \"toyota mark ii\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 3820, \"Acceleration\": 16.7, \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 16.5, \"Origin\": \"Europe\", \"Year\": \"1976-01-01\", \"Name\": \"mercedes-benz 280s\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 4380, \"Acceleration\": 12.1, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 16.5, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"cadillac seville\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 4055, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"chevy c10\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 3870, \"Acceleration\": 15.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"ford f108\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3755, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"dodge d100\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2045, \"Acceleration\": 18.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 31.5, \"Origin\": \"Japan\", \"Year\": \"1977-01-01\", \"Name\": \"honda Accelerationord cvcc\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 14.8, \"Cylinders\": 4, \"Displacement\": 111.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"buick opel isuzu deluxe\"}, {\"Horsepower\": 58.0, \"Weight_in_lbs\": 1825, \"Acceleration\": 18.6, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Europe\", \"Year\": \"1977-01-01\", \"Name\": \"renault 5 gtl\"}, {\"Horsepower\": 96.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 25.5, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"plymouth arrow gs\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1945, \"Acceleration\": 16.8, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"Japan\", \"Year\": \"1977-01-01\", \"Name\": \"datsun f-10 hatchback\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 3880, \"Acceleration\": 12.5, \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"chevrolet caprice classic\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 4060, \"Acceleration\": 19.0, \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"oldsmobile cutlass supreme\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 4140, \"Acceleration\": 13.7, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"dodge monaco brougham\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 4295, \"Acceleration\": 14.9, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"mercury cougar brougham\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3520, \"Acceleration\": 16.4, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"chevrolet concours\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3425, \"Acceleration\": 16.9, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"buick skylark\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3630, \"Acceleration\": 17.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"plymouth volare custom\"}, {\"Horsepower\": 98.0, \"Weight_in_lbs\": 3525, \"Acceleration\": 19.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"ford granada\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 4220, \"Acceleration\": 11.1, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"pontiac grand prix lj\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 4165, \"Acceleration\": 11.4, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"chevrolet monte carlo landau\"}, {\"Horsepower\": 190.0, \"Weight_in_lbs\": 4325, \"Acceleration\": 12.2, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"chrysler cordoba\"}, {\"Horsepower\": 149.0, \"Weight_in_lbs\": 4335, \"Acceleration\": 14.5, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"ford thunderbird\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 1940, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1977-01-01\", \"Name\": \"volkswagen rabbit custom\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2740, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 24.5, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"pontiac sunbird coupe\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2265, \"Acceleration\": 18.2, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Japan\", \"Year\": \"1977-01-01\", \"Name\": \"toyota corolla liftback\"}, {\"Horsepower\": 89.0, \"Weight_in_lbs\": 2755, \"Acceleration\": 15.8, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.5, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"ford mustang ii 2+2\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2051, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 30.5, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2075, \"Acceleration\": 15.9, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"dodge colt m/m\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Japan\", \"Year\": \"1977-01-01\", \"Name\": \"subaru dl\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2190, \"Acceleration\": 14.1, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 30.5, \"Origin\": \"Europe\", \"Year\": \"1977-01-01\", \"Name\": \"volkswagen dasher\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2815, \"Acceleration\": 14.5, \"Cylinders\": 6, \"Displacement\": 146.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"Japan\", \"Year\": \"1977-01-01\", \"Name\": \"datsun 810\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2600, \"Acceleration\": 12.8, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"Europe\", \"Year\": \"1977-01-01\", \"Name\": \"bmw 320i\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2720, \"Acceleration\": 13.5, \"Cylinders\": 3, \"Displacement\": 80.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"Japan\", \"Year\": \"1977-01-01\", \"Name\": \"mazda rx-4\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 21.5, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 43.1, \"Origin\": \"Europe\", \"Year\": \"1978-01-01\", \"Name\": \"volkswagen rabbit custom diesel\"}, {\"Horsepower\": 66.0, \"Weight_in_lbs\": 1800, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 36.1, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"ford fiesta\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 19.4, \"Cylinders\": 4, \"Displacement\": 78.0, \"Miles_per_Gallon\": 32.8, \"Origin\": \"Japan\", \"Year\": \"1978-01-01\", \"Name\": \"mazda glc deluxe\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2070, \"Acceleration\": 18.6, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 39.4, \"Origin\": \"Japan\", \"Year\": \"1978-01-01\", \"Name\": \"datsun b210 gx\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1800, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 36.1, \"Origin\": \"Japan\", \"Year\": \"1978-01-01\", \"Name\": \"honda civic cvcc\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3365, \"Acceleration\": 15.5, \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 19.9, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"oldsmobile cutlass salon brougham\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 3735, \"Acceleration\": 13.2, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 19.4, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"dodge diplomat\"}, {\"Horsepower\": 139.0, \"Weight_in_lbs\": 3570, \"Acceleration\": 12.8, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"mercury monarch ghia\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3535, \"Acceleration\": 19.2, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 19.2, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"pontiac phoenix lj\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3155, \"Acceleration\": 18.2, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"chevrolet malibu\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2965, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"ford fairmont (auto)\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2720, \"Acceleration\": 15.4, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.1, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"ford fairmont (man)\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3430, \"Acceleration\": 17.2, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"plymouth volare\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3210, \"Acceleration\": 17.2, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.4, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"amc concord\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3380, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 20.6, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"buick century special\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3070, \"Acceleration\": 16.7, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.8, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"mercury zephyr\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3620, \"Acceleration\": 18.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 18.6, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"dodge aspen\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 3410, \"Acceleration\": 15.1, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 18.1, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"amc concord d/l\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 3425, \"Acceleration\": 13.2, \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 19.2, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"chevrolet monte carlo landau\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 3445, \"Acceleration\": 13.4, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 17.7, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"buick regal sport coupe (turbo)\"}, {\"Horsepower\": 139.0, \"Weight_in_lbs\": 3205, \"Acceleration\": 11.2, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 18.1, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"ford futura\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4080, \"Acceleration\": 13.7, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"dodge magnum xe\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2560, \"Acceleration\": 14.2, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 27.5, \"Origin\": \"Japan\", \"Year\": \"1978-01-01\", \"Name\": \"toyota corona\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"Japan\", \"Year\": \"1978-01-01\", \"Name\": \"datsun 510\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2230, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 30.9, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"dodge omni\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2515, \"Acceleration\": 14.8, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 21.1, \"Origin\": \"Japan\", \"Year\": \"1978-01-01\", \"Name\": \"toyota celica gt liftback\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 2745, \"Acceleration\": 16.7, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 23.2, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"plymouth sapporo\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2855, \"Acceleration\": 17.6, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 23.8, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"oldsmobile starfire sx\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2405, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 23.9, \"Origin\": \"Japan\", \"Year\": \"1978-01-01\", \"Name\": \"datsun 200-sx\"}, {\"Horsepower\": 103.0, \"Weight_in_lbs\": 2830, \"Acceleration\": 15.9, \"Cylinders\": 5, \"Displacement\": 131.0, \"Miles_per_Gallon\": 20.3, \"Origin\": \"Europe\", \"Year\": \"1978-01-01\", \"Name\": \"audi 5000\"}, {\"Horsepower\": 125.0, \"Weight_in_lbs\": 3140, \"Acceleration\": 13.6, \"Cylinders\": 6, \"Displacement\": 163.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"Europe\", \"Year\": \"1978-01-01\", \"Name\": \"volvo 264gl\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2795, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 21.6, \"Origin\": \"Europe\", \"Year\": \"1978-01-01\", \"Name\": \"saab 99gle\"}, {\"Horsepower\": 133.0, \"Weight_in_lbs\": 3410, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 163.0, \"Miles_per_Gallon\": 16.2, \"Origin\": \"Europe\", \"Year\": \"1978-01-01\", \"Name\": \"peugeot 604sl\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1990, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 31.5, \"Origin\": \"Europe\", \"Year\": \"1978-01-01\", \"Name\": \"volkswagen scirocco\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2135, \"Acceleration\": 16.6, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.5, \"Origin\": \"Japan\", \"Year\": \"1978-01-01\", \"Name\": \"honda Accelerationord lx\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 3245, \"Acceleration\": 15.4, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"pontiac lemans v6\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2990, \"Acceleration\": 18.2, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 19.8, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"mercury zephyr 6\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2890, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 22.3, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"ford fairmont 4\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3265, \"Acceleration\": 18.2, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"amc concord dl 6\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3360, \"Acceleration\": 16.6, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.6, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"dodge aspen 6\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 3840, \"Acceleration\": 15.4, \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"chevrolet caprice classic\"}, {\"Horsepower\": 129.0, \"Weight_in_lbs\": 3725, \"Acceleration\": 13.4, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 17.6, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"ford ltd landau\"}, {\"Horsepower\": 138.0, \"Weight_in_lbs\": 3955, \"Acceleration\": 13.2, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 16.5, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"mercury grand marquis\"}, {\"Horsepower\": 135.0, \"Weight_in_lbs\": 3830, \"Acceleration\": 15.2, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 18.2, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"dodge st. regis\"}, {\"Horsepower\": 155.0, \"Weight_in_lbs\": 4360, \"Acceleration\": 14.9, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 16.9, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"buick estate wagon (sw)\"}, {\"Horsepower\": 142.0, \"Weight_in_lbs\": 4054, \"Acceleration\": 14.3, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"ford country squire (sw)\"}, {\"Horsepower\": 125.0, \"Weight_in_lbs\": 3605, \"Acceleration\": 15.0, \"Cylinders\": 8, \"Displacement\": 267.0, \"Miles_per_Gallon\": 19.2, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"chevrolet malibu classic (sw)\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3940, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"chrysler lebaron town @ country (sw)\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1925, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 31.9, \"Origin\": \"Europe\", \"Year\": \"1979-01-01\", \"Name\": \"vw rabbit custom\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1975, \"Acceleration\": 15.2, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 34.1, \"Origin\": \"Japan\", \"Year\": \"1979-01-01\", \"Name\": \"maxda glc deluxe\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 1915, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 35.7, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"dodge colt hatchback custom\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2670, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 27.4, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"amc spirit dl\"}, {\"Horsepower\": 77.0, \"Weight_in_lbs\": 3530, \"Acceleration\": 20.1, \"Cylinders\": 5, \"Displacement\": 183.0, \"Miles_per_Gallon\": 25.4, \"Origin\": \"Europe\", \"Year\": \"1979-01-01\", \"Name\": \"mercedes benz 300d\"}, {\"Horsepower\": 125.0, \"Weight_in_lbs\": 3900, \"Acceleration\": 17.4, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"cadillac eldorado\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 3190, \"Acceleration\": 24.8, \"Cylinders\": 4, \"Displacement\": 141.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"Europe\", \"Year\": \"1979-01-01\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3420, \"Acceleration\": 22.2, \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 23.9, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"oldsmobile cutlass salon brougham\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2200, \"Acceleration\": 13.2, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.2, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"plymouth horizon\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2150, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.5, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"plymouth horizon tc3\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2020, \"Acceleration\": 19.2, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 31.8, \"Origin\": \"Japan\", \"Year\": \"1979-01-01\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 69.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 37.3, \"Origin\": \"Europe\", \"Year\": \"1979-01-01\", \"Name\": \"fiat strada custom\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2670, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 28.4, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"buick skylark limited\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2595, \"Acceleration\": 11.3, \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 28.8, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2700, \"Acceleration\": 12.9, \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 26.8, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"oldsmobile omega brougham\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2556, \"Acceleration\": 13.2, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"pontiac phoenix\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 2144, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 41.5, \"Origin\": \"Europe\", \"Year\": \"1980-01-01\", \"Name\": \"vw rabbit\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1968, \"Acceleration\": 18.8, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 38.1, \"Origin\": \"Japan\", \"Year\": \"1980-01-01\", \"Name\": \"toyota corolla tercel\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2120, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 32.1, \"Origin\": \"USA\", \"Year\": \"1980-01-01\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2019, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 37.2, \"Origin\": \"Japan\", \"Year\": \"1980-01-01\", \"Name\": \"datsun 310\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2678, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1980-01-01\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2870, \"Acceleration\": 18.1, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 26.4, \"Origin\": \"USA\", \"Year\": \"1980-01-01\", \"Name\": \"ford fairmont\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3003, \"Acceleration\": 20.1, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 24.3, \"Origin\": \"USA\", \"Year\": \"1980-01-01\", \"Name\": \"amc concord\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3381, \"Acceleration\": 18.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.1, \"Origin\": \"USA\", \"Year\": \"1980-01-01\", \"Name\": \"dodge aspen\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2188, \"Acceleration\": 15.8, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 34.3, \"Origin\": \"Europe\", \"Year\": \"1980-01-01\", \"Name\": \"audi 4000\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2711, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 29.8, \"Origin\": \"Japan\", \"Year\": \"1980-01-01\", \"Name\": \"toyota corona liftback\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2542, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 31.3, \"Origin\": \"Japan\", \"Year\": \"1980-01-01\", \"Name\": \"mazda 626\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2434, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1980-01-01\", \"Name\": \"datsun 510 hatchback\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2265, \"Acceleration\": 15.2, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 32.2, \"Origin\": \"Japan\", \"Year\": \"1980-01-01\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2110, \"Acceleration\": 17.9, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 46.6, \"Origin\": \"Japan\", \"Year\": \"1980-01-01\", \"Name\": \"mazda glc\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 2800, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 27.9, \"Origin\": \"USA\", \"Year\": \"1980-01-01\", \"Name\": \"dodge colt\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2110, \"Acceleration\": 19.2, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 40.8, \"Origin\": \"Japan\", \"Year\": \"1980-01-01\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 2085, \"Acceleration\": 21.7, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 44.3, \"Origin\": \"Europe\", \"Year\": \"1980-01-01\", \"Name\": \"vw rabbit c (diesel)\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 2335, \"Acceleration\": 23.7, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 43.4, \"Origin\": \"Europe\", \"Year\": \"1980-01-01\", \"Name\": \"vw dasher (diesel)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2950, \"Acceleration\": 19.9, \"Cylinders\": 5, \"Displacement\": 121.0, \"Miles_per_Gallon\": 36.4, \"Origin\": \"Europe\", \"Year\": \"1980-01-01\", \"Name\": \"audi 5000s (diesel)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 3250, \"Acceleration\": 21.8, \"Cylinders\": 4, \"Displacement\": 146.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Europe\", \"Year\": \"1980-01-01\", \"Name\": \"mercedes-benz 240d\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1850, \"Acceleration\": 13.8, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 44.6, \"Origin\": \"Japan\", \"Year\": \"1980-01-01\", \"Name\": \"honda civic 1500 gl\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 1835, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 40.9, \"Origin\": \"Europe\", \"Year\": \"1980-01-01\", \"Name\": \"renault lecar deluxe\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2145, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 33.8, \"Origin\": \"Japan\", \"Year\": \"1980-01-01\", \"Name\": \"subaru dl\"}, {\"Horsepower\": 62.0, \"Weight_in_lbs\": 1845, \"Acceleration\": 15.3, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 29.8, \"Origin\": \"Europe\", \"Year\": \"1980-01-01\", \"Name\": \"vokswagen rabbit\"}, {\"Horsepower\": 132.0, \"Weight_in_lbs\": 2910, \"Acceleration\": 11.4, \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 32.7, \"Origin\": \"Japan\", \"Year\": \"1980-01-01\", \"Name\": \"datsun 280-zx\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2420, \"Acceleration\": 12.5, \"Cylinders\": 3, \"Displacement\": 70.0, \"Miles_per_Gallon\": 23.7, \"Origin\": \"Japan\", \"Year\": \"1980-01-01\", \"Name\": \"mazda rx-7 gs\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2500, \"Acceleration\": 15.1, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 35.0, \"Origin\": \"Europe\", \"Year\": \"1980-01-01\", \"Name\": \"triumph tr7 coupe\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2905, \"Acceleration\": 14.3, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 23.6, \"Origin\": \"USA\", \"Year\": \"1980-01-01\", \"Name\": \"ford mustang cobra\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2290, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 32.4, \"Origin\": \"Japan\", \"Year\": \"1980-01-01\", \"Name\": \"honda Accelerationord\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2490, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"plymouth reliant\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2635, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 26.6, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"buick skylark\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2620, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 25.8, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"dodge aries wagon (sw)\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2725, \"Acceleration\": 12.6, \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 23.5, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2385, \"Acceleration\": 12.9, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"plymouth reliant\"}, {\"Horsepower\": 58.0, \"Weight_in_lbs\": 1755, \"Acceleration\": 16.9, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 39.1, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"toyota starlet\"}, {\"Horsepower\": 64.0, \"Weight_in_lbs\": 1875, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 39.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"plymouth champ\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1760, \"Acceleration\": 16.1, \"Cylinders\": 4, \"Displacement\": 81.0, \"Miles_per_Gallon\": 35.1, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"honda civic 1300\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2065, \"Acceleration\": 17.8, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 32.3, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"subaru\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1975, \"Acceleration\": 19.4, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 62.0, \"Weight_in_lbs\": 2050, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 37.7, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"toyota tercel\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 34.1, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"mazda glc 4\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2215, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.7, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"plymouth horizon 4\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2045, \"Acceleration\": 16.2, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 34.4, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"ford escort 4w\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2380, \"Acceleration\": 20.7, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.9, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"ford escort 2h\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 2190, \"Acceleration\": 14.2, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 33.0, \"Origin\": \"Europe\", \"Year\": \"1982-01-01\", \"Name\": \"volkswagen jetta\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2320, \"Acceleration\": 15.8, \"Cylinders\": 4, \"Displacement\": 100.0, \"Miles_per_Gallon\": 34.5, \"Origin\": \"Europe\", \"Year\": \"1982-01-01\", \"Name\": \"renault 18i\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2210, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 33.7, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"honda prelude\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2350, \"Acceleration\": 16.8, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 32.4, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2615, \"Acceleration\": 14.8, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 32.9, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"datsun 200sx\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 2635, \"Acceleration\": 18.3, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 31.6, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"mazda 626\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 3230, \"Acceleration\": 20.4, \"Cylinders\": 4, \"Displacement\": 141.0, \"Miles_per_Gallon\": 28.1, \"Origin\": \"Europe\", \"Year\": \"1982-01-01\", \"Name\": \"peugeot 505s turbo diesel\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2800, \"Acceleration\": 15.4, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": null, \"Origin\": \"Europe\", \"Year\": \"1982-01-01\", \"Name\": \"saab 900s\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 3160, \"Acceleration\": 19.6, \"Cylinders\": 6, \"Displacement\": 145.0, \"Miles_per_Gallon\": 30.7, \"Origin\": \"Europe\", \"Year\": \"1982-01-01\", \"Name\": \"volvo diesel\"}, {\"Horsepower\": 116.0, \"Weight_in_lbs\": 2900, \"Acceleration\": 12.6, \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 25.4, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"toyota cressida\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 2930, \"Acceleration\": 13.8, \"Cylinders\": 6, \"Displacement\": 146.0, \"Miles_per_Gallon\": 24.2, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"datsun 810 maxima\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3415, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 22.4, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"buick century\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3725, \"Acceleration\": 19.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 26.6, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"oldsmobile cutlass ls\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3060, \"Acceleration\": 17.1, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"ford granada gl\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3465, \"Acceleration\": 16.6, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 17.6, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"chrysler lebaron salon\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2605, \"Acceleration\": 19.6, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"chevrolet cavalier\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2640, \"Acceleration\": 18.6, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"chevrolet cavalier wagon\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2395, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 34.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"chevrolet cavalier 2-door\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2575, \"Acceleration\": 16.2, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"pontiac j2000 se hatchback\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2525, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"dodge aries se\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2735, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"pontiac phoenix\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2865, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"ford fairmont futura\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 3035, \"Acceleration\": 20.5, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"amc concord dl\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 1980, \"Acceleration\": 15.3, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Europe\", \"Year\": \"1982-01-01\", \"Name\": \"volkswagen rabbit l\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2025, \"Acceleration\": 18.2, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"mazda glc custom l\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 1970, \"Acceleration\": 17.6, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"mazda glc custom\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2125, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"plymouth horizon miser\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2125, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"mercury lynx l\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2160, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"nissan stanza xe\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2205, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"honda Accelerationord\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2245, \"Acceleration\": 16.9, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 34.0, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1965, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"honda civic\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1965, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"honda civic (auto)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1995, \"Acceleration\": 16.2, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"datsun 310 gx\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2945, \"Acceleration\": 16.4, \"Cylinders\": 6, \"Displacement\": 181.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"buick century limited\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3015, \"Acceleration\": 17.0, \"Cylinders\": 6, \"Displacement\": 262.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"oldsmobile cutlass ciera (diesel)\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2585, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"chrysler lebaron medallion\"}, {\"Horsepower\": 112.0, \"Weight_in_lbs\": 2835, \"Acceleration\": 14.7, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"ford granada l\"}, {\"Horsepower\": 96.0, \"Weight_in_lbs\": 2665, \"Acceleration\": 13.9, \"Cylinders\": 4, \"Displacement\": 144.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"toyota celica gt\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2370, \"Acceleration\": 13.0, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"dodge charger 2.2\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2950, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"chevrolet camaro\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2790, \"Acceleration\": 15.6, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"ford mustang gl\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 24.6, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 44.0, \"Origin\": \"Europe\", \"Year\": \"1982-01-01\", \"Name\": \"vw pickup\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2295, \"Acceleration\": 11.6, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"dodge rampage\"}, {\"Horsepower\": 79.0, \"Weight_in_lbs\": 2625, \"Acceleration\": 18.6, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"ford ranger\"}, {\"Horsepower\": 82.0, \"Weight_in_lbs\": 2720, \"Acceleration\": 19.4, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"chevy s-10\"}]}};\n", "var selector = \"#4f23f46d-6fda-484c-b8d4-882be0df6ff0\";\n", "var type = \"vega-lite\";\n", "\n", "var output_area = this;\n", "require(['nbextensions/jupyter-vega/index'], function(vega) {\n", " vega.render(selector, spec, type, output_area);\n", "}, function (err) {\n", " if (err.requireType !== 'scripterror') {\n", " throw(err);\n", " }\n", "});\n" ] }, "metadata": { "jupyter-vega": "#4f23f46d-6fda-484c-b8d4-882be0df6ff0" }, "output_type": "display_data" }, { "data": { "image/png": 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" }, "metadata": { "jupyter-vega": "#4f23f46d-6fda-484c-b8d4-882be0df6ff0" }, "output_type": "display_data" } ], "source": [ "# Let's find out how gas milage improved over the years\n", "alt.Chart(cars_df).mark_line().encode(x='Miles_per_Gallon', y='Year')\n", "\n", "# where did I go wrong?" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n" ] }, "metadata": { "jupyter-vega": "#cbcc824c-a24e-45da-9b64-0d043ef676ef" }, "output_type": "display_data" }, { "data": { "application/javascript": [ "var spec = {\"encoding\": {\"x\": {\"type\": \"nominal\", \"field\": \"Year\"}, \"y\": {\"type\": \"quantitative\", \"field\": \"Miles_per_Gallon\"}}, \"mark\": \"line\", \"config\": {\"cell\": {\"height\": 350, \"width\": 500}}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v1.2.1.json\", \"data\": {\"values\": [{\"Horsepower\": 130.0, \"Weight_in_lbs\": 3504, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 307.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"chevrolet chevelle malibu\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 3693, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"buick skylark 320\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3436, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"plymouth satellite\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3433, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"amc rebel sst\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 3449, \"Acceleration\": 10.5, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"ford torino\"}, {\"Horsepower\": 198.0, \"Weight_in_lbs\": 4341, \"Acceleration\": 10.0, \"Cylinders\": 8, \"Displacement\": 429.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"ford galaxie 500\"}, {\"Horsepower\": 220.0, \"Weight_in_lbs\": 4354, \"Acceleration\": 9.0, \"Cylinders\": 8, \"Displacement\": 454.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"chevrolet impala\"}, {\"Horsepower\": 215.0, \"Weight_in_lbs\": 4312, \"Acceleration\": 8.5, \"Cylinders\": 8, \"Displacement\": 440.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"plymouth fury iii\"}, {\"Horsepower\": 225.0, \"Weight_in_lbs\": 4425, \"Acceleration\": 10.0, \"Cylinders\": 8, \"Displacement\": 455.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"pontiac catalina\"}, {\"Horsepower\": 190.0, \"Weight_in_lbs\": 3850, \"Acceleration\": 8.5, \"Cylinders\": 8, \"Displacement\": 390.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"amc ambassador dpl\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 3090, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 133.0, \"Miles_per_Gallon\": null, \"Origin\": \"Europe\", \"Year\": \"1970-01-01\", \"Name\": \"citroen ds-21 pallas\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 4142, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"chevrolet chevelle concours (sw)\"}, {\"Horsepower\": 153.0, \"Weight_in_lbs\": 4034, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"ford torino (sw)\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 4166, \"Acceleration\": 10.5, \"Cylinders\": 8, \"Displacement\": 383.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"plymouth satellite (sw)\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 3850, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"amc rebel sst (sw)\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 3563, \"Acceleration\": 10.0, \"Cylinders\": 8, \"Displacement\": 383.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"dodge challenger se\"}, {\"Horsepower\": 160.0, \"Weight_in_lbs\": 3609, \"Acceleration\": 8.0, \"Cylinders\": 8, \"Displacement\": 340.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"plymouth 'cuda 340\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 3353, \"Acceleration\": 8.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"ford mustang boss 302\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3761, \"Acceleration\": 9.5, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"chevrolet monte carlo\"}, {\"Horsepower\": 225.0, \"Weight_in_lbs\": 3086, \"Acceleration\": 10.0, \"Cylinders\": 8, \"Displacement\": 455.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"buick estate wagon (sw)\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2372, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 113.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1970-01-01\", \"Name\": \"toyota corona mark ii\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2833, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 198.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"plymouth duster\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2774, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 199.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2587, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Japan\", \"Year\": \"1970-01-01\", \"Name\": \"datsun pl510\"}, {\"Horsepower\": 46.0, \"Weight_in_lbs\": 1835, \"Acceleration\": 20.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1970-01-01\", \"Name\": \"volkswagen 1131 deluxe sedan\"}, {\"Horsepower\": 87.0, \"Weight_in_lbs\": 2672, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 110.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1970-01-01\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2430, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Europe\", \"Year\": \"1970-01-01\", \"Name\": \"audi 100 ls\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2375, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 104.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1970-01-01\", \"Name\": \"saab 99e\"}, {\"Horsepower\": 113.0, \"Weight_in_lbs\": 2234, \"Acceleration\": 12.5, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1970-01-01\", \"Name\": \"bmw 2002\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2648, \"Acceleration\": 15.0, \"Cylinders\": 6, \"Displacement\": 199.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"amc gremlin\"}, {\"Horsepower\": 215.0, \"Weight_in_lbs\": 4615, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": 10.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"ford f250\"}, {\"Horsepower\": 200.0, \"Weight_in_lbs\": 4376, \"Acceleration\": 15.0, \"Cylinders\": 8, \"Displacement\": 307.0, \"Miles_per_Gallon\": 10.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"chevy c20\"}, {\"Horsepower\": 210.0, \"Weight_in_lbs\": 4382, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 11.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"dodge d200\"}, {\"Horsepower\": 193.0, \"Weight_in_lbs\": 4732, \"Acceleration\": 18.5, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 9.0, \"Origin\": \"USA\", \"Year\": \"1970-01-01\", \"Name\": \"hi 1200d\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Japan\", \"Year\": \"1971-01-01\", \"Name\": \"datsun pl510\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2264, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"chevrolet vega 2300\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2228, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 113.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Japan\", \"Year\": \"1971-01-01\", \"Name\": \"toyota corona\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2046, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 1978, \"Acceleration\": 20.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": null, \"Origin\": \"Europe\", \"Year\": \"1971-01-01\", \"Name\": \"volkswagen super beetle 117\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2634, \"Acceleration\": 13.0, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"amc gremlin\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3439, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"plymouth satellite custom\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3329, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"chevrolet chevelle malibu\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3302, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"ford torino 500\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3288, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"amc matador\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 4209, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"chevrolet impala\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 4464, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"pontiac catalina brougham\"}, {\"Horsepower\": 153.0, \"Weight_in_lbs\": 4154, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"ford galaxie 500\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4096, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"plymouth fury iii\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 4955, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 383.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"dodge monaco (sw)\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 4746, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"ford country squire (sw)\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 5140, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"pontiac safari (sw)\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2962, \"Acceleration\": 13.5, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"amc hornet sportabout (sw)\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2408, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"chevrolet vega (sw)\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3282, \"Acceleration\": 15.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"pontiac firebird\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3139, \"Acceleration\": 14.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"ford mustang\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2220, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"mercury capri 2000\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2123, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 116.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Europe\", \"Year\": \"1971-01-01\", \"Name\": \"opel 1900\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2074, \"Acceleration\": 19.5, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Europe\", \"Year\": \"1971-01-01\", \"Name\": \"peugeot 304\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 2065, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 88.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Europe\", \"Year\": \"1971-01-01\", \"Name\": \"fiat 124b\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1773, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 71.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1971-01-01\", \"Name\": \"toyota corolla 1200\"}, {\"Horsepower\": 69.0, \"Weight_in_lbs\": 1613, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 72.0, \"Miles_per_Gallon\": 35.0, \"Origin\": \"Japan\", \"Year\": \"1971-01-01\", \"Name\": \"datsun 1200\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1834, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Europe\", \"Year\": \"1971-01-01\", \"Name\": \"volkswagen model 111\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1955, \"Acceleration\": 20.5, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1971-01-01\", \"Name\": \"plymouth cricket\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2278, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 113.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1972-01-01\", \"Name\": \"toyota corona hardtop\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2126, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 97.5, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1972-01-01\", \"Name\": \"dodge colt hardtop\"}, {\"Horsepower\": 54.0, \"Weight_in_lbs\": 2254, \"Acceleration\": 23.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"Europe\", \"Year\": \"1972-01-01\", \"Name\": \"volkswagen type 3\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2408, \"Acceleration\": 19.5, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1972-01-01\", \"Name\": \"chevrolet vega\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2226, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1972-01-01\", \"Name\": \"ford pinto runabout\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 4274, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972-01-01\", \"Name\": \"chevrolet impala\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 4385, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1972-01-01\", \"Name\": \"pontiac catalina\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4135, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1972-01-01\", \"Name\": \"plymouth fury iii\"}, {\"Horsepower\": 153.0, \"Weight_in_lbs\": 4129, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1972-01-01\", \"Name\": \"ford galaxie 500\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3672, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1972-01-01\", \"Name\": \"amc ambassador sst\"}, {\"Horsepower\": 208.0, \"Weight_in_lbs\": 4633, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 429.0, \"Miles_per_Gallon\": 11.0, \"Origin\": \"USA\", \"Year\": \"1972-01-01\", \"Name\": \"mercury marquis\"}, {\"Horsepower\": 155.0, \"Weight_in_lbs\": 4502, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972-01-01\", \"Name\": \"buick lesabre custom\"}, {\"Horsepower\": 160.0, \"Weight_in_lbs\": 4456, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1972-01-01\", \"Name\": \"oldsmobile delta 88 royale\"}, {\"Horsepower\": 190.0, \"Weight_in_lbs\": 4422, \"Acceleration\": 12.5, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972-01-01\", \"Name\": \"chrysler newport royal\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2330, \"Acceleration\": 13.5, \"Cylinders\": 3, \"Displacement\": 70.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Japan\", \"Year\": \"1972-01-01\", \"Name\": \"mazda rx2 coupe\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3892, \"Acceleration\": 12.5, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1972-01-01\", \"Name\": \"amc matador (sw)\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 4098, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 307.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972-01-01\", \"Name\": \"chevrolet chevelle concours (sw)\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4294, \"Acceleration\": 16.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972-01-01\", \"Name\": \"ford gran torino (sw)\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4077, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1972-01-01\", \"Name\": \"plymouth satellite custom (sw)\"}, {\"Horsepower\": 112.0, \"Weight_in_lbs\": 2933, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"Europe\", \"Year\": \"1972-01-01\", \"Name\": \"volvo 145e (sw)\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 2511, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"Europe\", \"Year\": \"1972-01-01\", \"Name\": \"volkswagen 411 (sw)\"}, {\"Horsepower\": 87.0, \"Weight_in_lbs\": 2979, \"Acceleration\": 19.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"Europe\", \"Year\": \"1972-01-01\", \"Name\": \"peugeot 504 (sw)\"}, {\"Horsepower\": 69.0, \"Weight_in_lbs\": 2189, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 96.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1972-01-01\", \"Name\": \"renault 12 (sw)\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2395, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1972-01-01\", \"Name\": \"ford pinto (sw)\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2288, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Japan\", \"Year\": \"1972-01-01\", \"Name\": \"datsun 510 (sw)\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2506, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"Japan\", \"Year\": \"1972-01-01\", \"Name\": \"toyouta corona mark ii (sw)\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2164, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1972-01-01\", \"Name\": \"dodge colt (sw)\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2100, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Japan\", \"Year\": \"1972-01-01\", \"Name\": \"toyota corolla 1600 (sw)\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 4100, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"buick century 350\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3672, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"amc matador\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 3988, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"chevrolet malibu\"}, {\"Horsepower\": 137.0, \"Weight_in_lbs\": 4042, \"Acceleration\": 14.5, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"ford gran torino\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3777, \"Acceleration\": 12.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"dodge coronet custom\"}, {\"Horsepower\": 198.0, \"Weight_in_lbs\": 4952, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 429.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"mercury marquis brougham\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4464, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"chevrolet caprice classic\"}, {\"Horsepower\": 158.0, \"Weight_in_lbs\": 4363, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"ford ltd\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4237, \"Acceleration\": 14.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"plymouth fury gran sedan\"}, {\"Horsepower\": 215.0, \"Weight_in_lbs\": 4735, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 440.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"chrysler new yorker brougham\"}, {\"Horsepower\": 225.0, \"Weight_in_lbs\": 4951, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 455.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"buick electra 225 custom\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 3821, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"amc ambassador brougham\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3121, \"Acceleration\": 16.5, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"plymouth valiant\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3278, \"Acceleration\": 18.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"chevrolet nova custom\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2945, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3021, \"Acceleration\": 16.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2904, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 198.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"plymouth duster\"}, {\"Horsepower\": 46.0, \"Weight_in_lbs\": 1950, \"Acceleration\": 21.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1973-01-01\", \"Name\": \"volkswagen super beetle\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4997, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 11.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"chevrolet impala\"}, {\"Horsepower\": 167.0, \"Weight_in_lbs\": 4906, \"Acceleration\": 12.5, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"ford country\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 4654, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"plymouth custom suburb\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 4499, \"Acceleration\": 12.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"oldsmobile vista cruiser\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2789, \"Acceleration\": 15.0, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"amc gremlin\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2279, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"Japan\", \"Year\": \"1973-01-01\", \"Name\": \"toyota carina\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2401, \"Acceleration\": 19.5, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"chevrolet 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\"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1973-01-01\", \"Name\": \"fiat 124 sport coupe\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 4082, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"chevrolet monte carlo s\"}, {\"Horsepower\": 230.0, \"Weight_in_lbs\": 4278, \"Acceleration\": 9.5, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"pontiac grand prix\"}, {\"Horsepower\": 49.0, \"Weight_in_lbs\": 1867, \"Acceleration\": 19.5, \"Cylinders\": 4, \"Displacement\": 68.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1973-01-01\", \"Name\": \"fiat 128\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2158, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 116.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Europe\", \"Year\": \"1973-01-01\", \"Name\": \"opel 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\"Displacement\": 156.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"Japan\", \"Year\": \"1973-01-01\", \"Name\": \"toyota mark ii\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 3664, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 11.0, \"Origin\": \"USA\", \"Year\": \"1973-01-01\", \"Name\": \"oldsmobile omega\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3102, \"Acceleration\": 16.5, \"Cylinders\": 6, \"Displacement\": 198.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1974-01-01\", \"Name\": \"plymouth duster\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2875, \"Acceleration\": 17.0, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1974-01-01\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2901, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1974-01-01\", \"Name\": 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\"Displacement\": 140.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1974-01-01\", \"Name\": \"chevrolet vega\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3781, \"Acceleration\": 17.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1974-01-01\", \"Name\": \"chevrolet chevelle malibu classic\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3632, \"Acceleration\": 18.0, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1974-01-01\", \"Name\": \"amc matador\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3613, \"Acceleration\": 16.5, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1974-01-01\", \"Name\": \"plymouth satellite sebring\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4141, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1974-01-01\", \"Name\": \"ford gran torino\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4699, \"Acceleration\": 14.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1974-01-01\", \"Name\": \"buick century luxus (sw)\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4457, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1974-01-01\", \"Name\": \"dodge coronet custom (sw)\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4638, \"Acceleration\": 16.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1974-01-01\", \"Name\": \"ford gran torino (sw)\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4257, \"Acceleration\": 15.5, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1974-01-01\", \"Name\": \"amc matador (sw)\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2219, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1974-01-01\", \"Name\": \"audi fox\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1963, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1974-01-01\", \"Name\": \"volkswagen dasher\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1974-01-01\", \"Name\": \"opel manta\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 1649, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 76.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1974-01-01\", \"Name\": \"toyota corona\"}, {\"Horsepower\": 61.0, \"Weight_in_lbs\": 2003, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 83.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1974-01-01\", \"Name\": \"datsun 710\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2125, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1974-01-01\", \"Name\": \"dodge colt\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2108, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Europe\", \"Year\": \"1974-01-01\", \"Name\": \"fiat 128\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2246, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 116.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1974-01-01\", \"Name\": \"fiat 124 tc\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2489, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1974-01-01\", \"Name\": \"honda civic\"}, {\"Horsepower\": 93.0, \"Weight_in_lbs\": 2391, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Japan\", \"Year\": \"1974-01-01\", \"Name\": \"subaru\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2000, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Europe\", \"Year\": \"1974-01-01\", \"Name\": \"fiat x1.9\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3264, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"plymouth valiant custom\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3459, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"chevrolet nova\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 3432, \"Acceleration\": 21.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"mercury monarch\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 3158, \"Acceleration\": 19.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 4668, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"pontiac catalina\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 4440, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"chevrolet bel air\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4498, \"Acceleration\": 14.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"plymouth grand fury\"}, {\"Horsepower\": 148.0, \"Weight_in_lbs\": 4657, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"ford ltd\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3907, \"Acceleration\": 21.0, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"buick century\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3897, \"Acceleration\": 18.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"chevroelt chevelle malibu\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3730, \"Acceleration\": 19.0, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"amc matador\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3785, \"Acceleration\": 19.0, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"plymouth fury\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3039, \"Acceleration\": 15.0, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"buick skyhawk\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3221, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 262.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"chevrolet monza 2+2\"}, {\"Horsepower\": 129.0, \"Weight_in_lbs\": 3169, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"ford mustang ii\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2171, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Japan\", \"Year\": \"1975-01-01\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2639, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2914, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"amc gremlin\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2592, \"Acceleration\": 18.5, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"pontiac astro\"}, {\"Horsepower\": 96.0, \"Weight_in_lbs\": 2702, \"Acceleration\": 13.5, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1975-01-01\", \"Name\": \"toyota corona\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 2223, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1975-01-01\", \"Name\": \"volkswagen dasher\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2545, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1975-01-01\", \"Name\": \"datsun 710\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2984, \"Acceleration\": 14.5, \"Cylinders\": 6, \"Displacement\": 171.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1937, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1975-01-01\", \"Name\": \"volkswagen rabbit\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3211, \"Acceleration\": 17.0, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1975-01-01\", \"Name\": \"amc pacer\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2694, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 115.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"Europe\", \"Year\": \"1975-01-01\", \"Name\": \"audi 100ls\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2957, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"Europe\", \"Year\": \"1975-01-01\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 98.0, \"Weight_in_lbs\": 2945, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"Europe\", \"Year\": \"1975-01-01\", \"Name\": \"volvo 244dl\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2671, \"Acceleration\": 13.5, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1975-01-01\", \"Name\": \"saab 99le\"}, {\"Horsepower\": 53.0, \"Weight_in_lbs\": 1795, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 33.0, \"Origin\": \"Japan\", \"Year\": \"1975-01-01\", \"Name\": \"honda civic cvcc\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2464, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Europe\", \"Year\": \"1976-01-01\", \"Name\": \"fiat 131\"}, {\"Horsepower\": 81.0, \"Weight_in_lbs\": 2220, \"Acceleration\": 16.9, \"Cylinders\": 4, \"Displacement\": 116.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1976-01-01\", \"Name\": \"opel 1900\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2572, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"capri ii\"}, {\"Horsepower\": 79.0, \"Weight_in_lbs\": 2255, \"Acceleration\": 17.7, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"dodge colt\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2202, \"Acceleration\": 15.3, \"Cylinders\": 4, \"Displacement\": 101.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Europe\", \"Year\": \"1976-01-01\", \"Name\": \"renault 12tl\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4215, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"chevrolet chevelle malibu classic\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4190, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"dodge coronet brougham\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 3962, \"Acceleration\": 13.9, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"amc matador\"}, {\"Horsepower\": 152.0, \"Weight_in_lbs\": 4215, \"Acceleration\": 12.8, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 14.5, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"ford gran torino\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3233, \"Acceleration\": 15.4, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"plymouth valiant\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3353, \"Acceleration\": 14.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"chevrolet nova\"}, {\"Horsepower\": 81.0, \"Weight_in_lbs\": 3012, \"Acceleration\": 17.6, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3085, \"Acceleration\": 17.6, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 22.5, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 2035, \"Acceleration\": 22.2, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 2164, \"Acceleration\": 22.1, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 24.5, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"chevrolet woody\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1937, \"Acceleration\": 14.2, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1976-01-01\", \"Name\": \"vw rabbit\"}, {\"Horsepower\": 53.0, \"Weight_in_lbs\": 1795, \"Acceleration\": 17.4, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 33.0, \"Origin\": \"Japan\", \"Year\": \"1976-01-01\", \"Name\": \"honda civic\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3651, \"Acceleration\": 17.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"dodge aspen se\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 3574, \"Acceleration\": 21.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"ford granada ghia\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3645, \"Acceleration\": 16.2, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"pontiac ventura sj\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3193, \"Acceleration\": 17.8, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"amc pacer d/l\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1825, \"Acceleration\": 12.2, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.5, \"Origin\": \"Europe\", \"Year\": \"1976-01-01\", \"Name\": \"volkswagen rabbit\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1990, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1976-01-01\", \"Name\": \"datsun b-210\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Japan\", \"Year\": \"1976-01-01\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2565, \"Acceleration\": 13.6, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 26.5, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 102.0, \"Weight_in_lbs\": 3150, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 130.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"Europe\", \"Year\": \"1976-01-01\", \"Name\": \"volvo 245\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3940, \"Acceleration\": 13.2, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"plymouth volare premier v8\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3270, \"Acceleration\": 21.9, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Europe\", \"Year\": \"1976-01-01\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 108.0, \"Weight_in_lbs\": 2930, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 156.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Japan\", \"Year\": \"1976-01-01\", \"Name\": \"toyota mark ii\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 3820, \"Acceleration\": 16.7, \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 16.5, \"Origin\": \"Europe\", \"Year\": \"1976-01-01\", \"Name\": \"mercedes-benz 280s\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 4380, \"Acceleration\": 12.1, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 16.5, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"cadillac seville\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 4055, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"chevy c10\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 3870, \"Acceleration\": 15.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"ford f108\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3755, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976-01-01\", \"Name\": \"dodge d100\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2045, \"Acceleration\": 18.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 31.5, \"Origin\": \"Japan\", \"Year\": \"1977-01-01\", \"Name\": \"honda Accelerationord cvcc\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 14.8, \"Cylinders\": 4, \"Displacement\": 111.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"buick opel isuzu deluxe\"}, {\"Horsepower\": 58.0, \"Weight_in_lbs\": 1825, \"Acceleration\": 18.6, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Europe\", \"Year\": \"1977-01-01\", \"Name\": \"renault 5 gtl\"}, {\"Horsepower\": 96.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 25.5, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"plymouth arrow gs\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1945, \"Acceleration\": 16.8, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"Japan\", \"Year\": \"1977-01-01\", \"Name\": \"datsun f-10 hatchback\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 3880, \"Acceleration\": 12.5, \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"chevrolet caprice classic\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 4060, \"Acceleration\": 19.0, \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"oldsmobile cutlass supreme\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 4140, \"Acceleration\": 13.7, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"dodge monaco brougham\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 4295, \"Acceleration\": 14.9, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"mercury cougar brougham\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3520, \"Acceleration\": 16.4, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"chevrolet concours\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3425, \"Acceleration\": 16.9, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"buick skylark\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3630, \"Acceleration\": 17.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"plymouth volare custom\"}, {\"Horsepower\": 98.0, \"Weight_in_lbs\": 3525, \"Acceleration\": 19.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"ford granada\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 4220, \"Acceleration\": 11.1, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"pontiac grand prix lj\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 4165, \"Acceleration\": 11.4, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"chevrolet monte carlo landau\"}, {\"Horsepower\": 190.0, \"Weight_in_lbs\": 4325, \"Acceleration\": 12.2, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"chrysler cordoba\"}, {\"Horsepower\": 149.0, \"Weight_in_lbs\": 4335, \"Acceleration\": 14.5, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"ford thunderbird\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 1940, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1977-01-01\", \"Name\": \"volkswagen rabbit custom\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2740, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 24.5, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"pontiac sunbird coupe\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2265, \"Acceleration\": 18.2, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Japan\", \"Year\": \"1977-01-01\", \"Name\": \"toyota corolla liftback\"}, {\"Horsepower\": 89.0, \"Weight_in_lbs\": 2755, \"Acceleration\": 15.8, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.5, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"ford mustang ii 2+2\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2051, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 30.5, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2075, \"Acceleration\": 15.9, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"USA\", \"Year\": \"1977-01-01\", \"Name\": \"dodge colt m/m\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Japan\", \"Year\": \"1977-01-01\", \"Name\": \"subaru dl\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2190, \"Acceleration\": 14.1, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 30.5, \"Origin\": \"Europe\", \"Year\": \"1977-01-01\", \"Name\": \"volkswagen dasher\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2815, \"Acceleration\": 14.5, \"Cylinders\": 6, \"Displacement\": 146.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"Japan\", \"Year\": \"1977-01-01\", \"Name\": \"datsun 810\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2600, \"Acceleration\": 12.8, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"Europe\", \"Year\": \"1977-01-01\", \"Name\": \"bmw 320i\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2720, \"Acceleration\": 13.5, \"Cylinders\": 3, \"Displacement\": 80.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"Japan\", \"Year\": \"1977-01-01\", \"Name\": \"mazda rx-4\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 21.5, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 43.1, \"Origin\": \"Europe\", \"Year\": \"1978-01-01\", \"Name\": \"volkswagen rabbit custom diesel\"}, {\"Horsepower\": 66.0, \"Weight_in_lbs\": 1800, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 36.1, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"ford fiesta\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 19.4, \"Cylinders\": 4, \"Displacement\": 78.0, \"Miles_per_Gallon\": 32.8, \"Origin\": \"Japan\", \"Year\": \"1978-01-01\", \"Name\": \"mazda glc deluxe\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2070, \"Acceleration\": 18.6, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 39.4, \"Origin\": \"Japan\", \"Year\": \"1978-01-01\", \"Name\": \"datsun b210 gx\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1800, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 36.1, \"Origin\": \"Japan\", \"Year\": \"1978-01-01\", \"Name\": \"honda civic cvcc\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3365, \"Acceleration\": 15.5, \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 19.9, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"oldsmobile cutlass salon brougham\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 3735, \"Acceleration\": 13.2, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 19.4, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"dodge diplomat\"}, {\"Horsepower\": 139.0, \"Weight_in_lbs\": 3570, \"Acceleration\": 12.8, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"mercury monarch ghia\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3535, \"Acceleration\": 19.2, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 19.2, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"pontiac phoenix lj\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3155, \"Acceleration\": 18.2, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"chevrolet malibu\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2965, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"ford fairmont (auto)\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2720, \"Acceleration\": 15.4, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.1, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"ford fairmont (man)\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3430, \"Acceleration\": 17.2, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"plymouth volare\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3210, \"Acceleration\": 17.2, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.4, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"amc concord\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3380, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 20.6, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"buick century special\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3070, \"Acceleration\": 16.7, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.8, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"mercury zephyr\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3620, \"Acceleration\": 18.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 18.6, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"dodge aspen\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 3410, \"Acceleration\": 15.1, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 18.1, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"amc concord d/l\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 3425, \"Acceleration\": 13.2, \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 19.2, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"chevrolet monte carlo landau\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 3445, \"Acceleration\": 13.4, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 17.7, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"buick regal sport coupe (turbo)\"}, {\"Horsepower\": 139.0, \"Weight_in_lbs\": 3205, \"Acceleration\": 11.2, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 18.1, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"ford futura\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4080, \"Acceleration\": 13.7, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"dodge magnum xe\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2560, \"Acceleration\": 14.2, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 27.5, \"Origin\": \"Japan\", \"Year\": \"1978-01-01\", \"Name\": \"toyota corona\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"Japan\", \"Year\": \"1978-01-01\", \"Name\": \"datsun 510\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2230, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 30.9, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"dodge omni\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2515, \"Acceleration\": 14.8, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 21.1, \"Origin\": \"Japan\", \"Year\": \"1978-01-01\", \"Name\": \"toyota celica gt liftback\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 2745, \"Acceleration\": 16.7, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 23.2, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"plymouth sapporo\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2855, \"Acceleration\": 17.6, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 23.8, \"Origin\": \"USA\", \"Year\": \"1978-01-01\", \"Name\": \"oldsmobile starfire sx\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2405, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 23.9, \"Origin\": \"Japan\", \"Year\": \"1978-01-01\", \"Name\": \"datsun 200-sx\"}, {\"Horsepower\": 103.0, \"Weight_in_lbs\": 2830, \"Acceleration\": 15.9, \"Cylinders\": 5, \"Displacement\": 131.0, \"Miles_per_Gallon\": 20.3, \"Origin\": \"Europe\", \"Year\": \"1978-01-01\", \"Name\": \"audi 5000\"}, {\"Horsepower\": 125.0, \"Weight_in_lbs\": 3140, \"Acceleration\": 13.6, \"Cylinders\": 6, \"Displacement\": 163.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"Europe\", \"Year\": \"1978-01-01\", \"Name\": \"volvo 264gl\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2795, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 21.6, \"Origin\": \"Europe\", \"Year\": \"1978-01-01\", \"Name\": \"saab 99gle\"}, {\"Horsepower\": 133.0, \"Weight_in_lbs\": 3410, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 163.0, \"Miles_per_Gallon\": 16.2, \"Origin\": \"Europe\", \"Year\": \"1978-01-01\", \"Name\": \"peugeot 604sl\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1990, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 31.5, \"Origin\": \"Europe\", \"Year\": \"1978-01-01\", \"Name\": \"volkswagen scirocco\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2135, \"Acceleration\": 16.6, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.5, \"Origin\": \"Japan\", \"Year\": \"1978-01-01\", \"Name\": \"honda Accelerationord lx\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 3245, \"Acceleration\": 15.4, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"pontiac lemans v6\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2990, \"Acceleration\": 18.2, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 19.8, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"mercury zephyr 6\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2890, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 22.3, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"ford fairmont 4\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3265, \"Acceleration\": 18.2, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"amc concord dl 6\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3360, \"Acceleration\": 16.6, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.6, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"dodge aspen 6\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 3840, \"Acceleration\": 15.4, \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"chevrolet caprice classic\"}, {\"Horsepower\": 129.0, \"Weight_in_lbs\": 3725, \"Acceleration\": 13.4, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 17.6, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"ford ltd landau\"}, {\"Horsepower\": 138.0, \"Weight_in_lbs\": 3955, \"Acceleration\": 13.2, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 16.5, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"mercury grand marquis\"}, {\"Horsepower\": 135.0, \"Weight_in_lbs\": 3830, \"Acceleration\": 15.2, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 18.2, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"dodge st. regis\"}, {\"Horsepower\": 155.0, \"Weight_in_lbs\": 4360, \"Acceleration\": 14.9, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 16.9, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"buick estate wagon (sw)\"}, {\"Horsepower\": 142.0, \"Weight_in_lbs\": 4054, \"Acceleration\": 14.3, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"ford country squire (sw)\"}, {\"Horsepower\": 125.0, \"Weight_in_lbs\": 3605, \"Acceleration\": 15.0, \"Cylinders\": 8, \"Displacement\": 267.0, \"Miles_per_Gallon\": 19.2, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"chevrolet malibu classic (sw)\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3940, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"chrysler lebaron town @ country (sw)\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1925, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 31.9, \"Origin\": \"Europe\", \"Year\": \"1979-01-01\", \"Name\": \"vw rabbit custom\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1975, \"Acceleration\": 15.2, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 34.1, \"Origin\": \"Japan\", \"Year\": \"1979-01-01\", \"Name\": \"maxda glc deluxe\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 1915, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 35.7, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"dodge colt hatchback custom\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2670, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 27.4, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"amc spirit dl\"}, {\"Horsepower\": 77.0, \"Weight_in_lbs\": 3530, \"Acceleration\": 20.1, \"Cylinders\": 5, \"Displacement\": 183.0, \"Miles_per_Gallon\": 25.4, \"Origin\": \"Europe\", \"Year\": \"1979-01-01\", \"Name\": \"mercedes benz 300d\"}, {\"Horsepower\": 125.0, \"Weight_in_lbs\": 3900, \"Acceleration\": 17.4, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"cadillac eldorado\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 3190, \"Acceleration\": 24.8, \"Cylinders\": 4, \"Displacement\": 141.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"Europe\", \"Year\": \"1979-01-01\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3420, \"Acceleration\": 22.2, \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 23.9, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"oldsmobile cutlass salon brougham\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2200, \"Acceleration\": 13.2, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.2, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"plymouth horizon\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2150, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.5, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"plymouth horizon tc3\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2020, \"Acceleration\": 19.2, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 31.8, \"Origin\": \"Japan\", \"Year\": \"1979-01-01\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 69.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 37.3, \"Origin\": \"Europe\", \"Year\": \"1979-01-01\", \"Name\": \"fiat strada custom\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2670, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 28.4, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"buick skylark limited\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2595, \"Acceleration\": 11.3, \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 28.8, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2700, \"Acceleration\": 12.9, \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 26.8, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"oldsmobile omega brougham\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2556, \"Acceleration\": 13.2, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"USA\", \"Year\": \"1979-01-01\", \"Name\": \"pontiac phoenix\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 2144, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 41.5, \"Origin\": \"Europe\", \"Year\": \"1980-01-01\", \"Name\": \"vw rabbit\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1968, \"Acceleration\": 18.8, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 38.1, \"Origin\": \"Japan\", \"Year\": \"1980-01-01\", \"Name\": \"toyota corolla tercel\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2120, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 32.1, \"Origin\": \"USA\", \"Year\": \"1980-01-01\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2019, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 37.2, \"Origin\": \"Japan\", \"Year\": \"1980-01-01\", \"Name\": \"datsun 310\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2678, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1980-01-01\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2870, \"Acceleration\": 18.1, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 26.4, \"Origin\": \"USA\", \"Year\": \"1980-01-01\", \"Name\": \"ford fairmont\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3003, \"Acceleration\": 20.1, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 24.3, \"Origin\": \"USA\", \"Year\": \"1980-01-01\", \"Name\": \"amc concord\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3381, \"Acceleration\": 18.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.1, \"Origin\": \"USA\", \"Year\": \"1980-01-01\", \"Name\": \"dodge aspen\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2188, \"Acceleration\": 15.8, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 34.3, \"Origin\": \"Europe\", \"Year\": \"1980-01-01\", \"Name\": \"audi 4000\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2711, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 29.8, \"Origin\": \"Japan\", \"Year\": \"1980-01-01\", \"Name\": \"toyota corona liftback\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2542, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 31.3, \"Origin\": \"Japan\", \"Year\": \"1980-01-01\", \"Name\": \"mazda 626\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2434, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1980-01-01\", \"Name\": \"datsun 510 hatchback\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2265, \"Acceleration\": 15.2, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 32.2, \"Origin\": \"Japan\", \"Year\": \"1980-01-01\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2110, \"Acceleration\": 17.9, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 46.6, \"Origin\": \"Japan\", \"Year\": \"1980-01-01\", \"Name\": \"mazda glc\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 2800, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 27.9, \"Origin\": \"USA\", \"Year\": \"1980-01-01\", \"Name\": \"dodge colt\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2110, \"Acceleration\": 19.2, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 40.8, \"Origin\": \"Japan\", \"Year\": \"1980-01-01\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 2085, \"Acceleration\": 21.7, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 44.3, \"Origin\": \"Europe\", \"Year\": \"1980-01-01\", \"Name\": \"vw rabbit c (diesel)\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 2335, \"Acceleration\": 23.7, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 43.4, \"Origin\": \"Europe\", \"Year\": \"1980-01-01\", \"Name\": \"vw dasher (diesel)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2950, \"Acceleration\": 19.9, \"Cylinders\": 5, \"Displacement\": 121.0, \"Miles_per_Gallon\": 36.4, \"Origin\": \"Europe\", \"Year\": \"1980-01-01\", \"Name\": \"audi 5000s (diesel)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 3250, \"Acceleration\": 21.8, \"Cylinders\": 4, \"Displacement\": 146.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Europe\", \"Year\": \"1980-01-01\", \"Name\": \"mercedes-benz 240d\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1850, \"Acceleration\": 13.8, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 44.6, \"Origin\": \"Japan\", \"Year\": \"1980-01-01\", \"Name\": \"honda civic 1500 gl\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 1835, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 40.9, \"Origin\": \"Europe\", \"Year\": \"1980-01-01\", \"Name\": \"renault lecar deluxe\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2145, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 33.8, \"Origin\": \"Japan\", \"Year\": \"1980-01-01\", \"Name\": \"subaru dl\"}, {\"Horsepower\": 62.0, \"Weight_in_lbs\": 1845, \"Acceleration\": 15.3, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 29.8, \"Origin\": \"Europe\", \"Year\": \"1980-01-01\", \"Name\": \"vokswagen rabbit\"}, {\"Horsepower\": 132.0, \"Weight_in_lbs\": 2910, \"Acceleration\": 11.4, \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 32.7, \"Origin\": \"Japan\", \"Year\": \"1980-01-01\", \"Name\": \"datsun 280-zx\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2420, \"Acceleration\": 12.5, \"Cylinders\": 3, \"Displacement\": 70.0, \"Miles_per_Gallon\": 23.7, \"Origin\": \"Japan\", \"Year\": \"1980-01-01\", \"Name\": \"mazda rx-7 gs\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2500, \"Acceleration\": 15.1, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 35.0, \"Origin\": \"Europe\", \"Year\": \"1980-01-01\", \"Name\": \"triumph tr7 coupe\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2905, \"Acceleration\": 14.3, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 23.6, \"Origin\": \"USA\", \"Year\": \"1980-01-01\", \"Name\": \"ford mustang cobra\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2290, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 32.4, \"Origin\": \"Japan\", \"Year\": \"1980-01-01\", \"Name\": \"honda Accelerationord\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2490, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"plymouth reliant\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2635, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 26.6, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"buick skylark\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2620, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 25.8, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"dodge aries wagon (sw)\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2725, \"Acceleration\": 12.6, \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 23.5, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2385, \"Acceleration\": 12.9, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"plymouth reliant\"}, {\"Horsepower\": 58.0, \"Weight_in_lbs\": 1755, \"Acceleration\": 16.9, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 39.1, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"toyota starlet\"}, {\"Horsepower\": 64.0, \"Weight_in_lbs\": 1875, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 39.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"plymouth champ\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1760, \"Acceleration\": 16.1, \"Cylinders\": 4, \"Displacement\": 81.0, \"Miles_per_Gallon\": 35.1, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"honda civic 1300\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2065, \"Acceleration\": 17.8, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 32.3, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"subaru\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1975, \"Acceleration\": 19.4, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 62.0, \"Weight_in_lbs\": 2050, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 37.7, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"toyota tercel\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 34.1, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"mazda glc 4\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2215, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.7, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"plymouth horizon 4\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2045, \"Acceleration\": 16.2, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 34.4, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"ford escort 4w\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2380, \"Acceleration\": 20.7, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.9, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"ford escort 2h\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 2190, \"Acceleration\": 14.2, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 33.0, \"Origin\": \"Europe\", \"Year\": \"1982-01-01\", \"Name\": \"volkswagen jetta\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2320, \"Acceleration\": 15.8, \"Cylinders\": 4, \"Displacement\": 100.0, \"Miles_per_Gallon\": 34.5, \"Origin\": \"Europe\", \"Year\": \"1982-01-01\", \"Name\": \"renault 18i\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2210, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 33.7, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"honda prelude\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2350, \"Acceleration\": 16.8, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 32.4, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2615, \"Acceleration\": 14.8, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 32.9, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"datsun 200sx\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 2635, \"Acceleration\": 18.3, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 31.6, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"mazda 626\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 3230, \"Acceleration\": 20.4, \"Cylinders\": 4, \"Displacement\": 141.0, \"Miles_per_Gallon\": 28.1, \"Origin\": \"Europe\", \"Year\": \"1982-01-01\", \"Name\": \"peugeot 505s turbo diesel\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2800, \"Acceleration\": 15.4, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": null, \"Origin\": \"Europe\", \"Year\": \"1982-01-01\", \"Name\": \"saab 900s\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 3160, \"Acceleration\": 19.6, \"Cylinders\": 6, \"Displacement\": 145.0, \"Miles_per_Gallon\": 30.7, \"Origin\": \"Europe\", \"Year\": \"1982-01-01\", \"Name\": \"volvo diesel\"}, {\"Horsepower\": 116.0, \"Weight_in_lbs\": 2900, \"Acceleration\": 12.6, \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 25.4, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"toyota cressida\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 2930, \"Acceleration\": 13.8, \"Cylinders\": 6, \"Displacement\": 146.0, \"Miles_per_Gallon\": 24.2, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"datsun 810 maxima\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3415, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 22.4, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"buick century\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3725, \"Acceleration\": 19.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 26.6, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"oldsmobile cutlass ls\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3060, \"Acceleration\": 17.1, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"ford granada gl\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3465, \"Acceleration\": 16.6, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 17.6, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"chrysler lebaron salon\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2605, \"Acceleration\": 19.6, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"chevrolet cavalier\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2640, \"Acceleration\": 18.6, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"chevrolet cavalier wagon\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2395, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 34.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"chevrolet cavalier 2-door\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2575, \"Acceleration\": 16.2, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"pontiac j2000 se hatchback\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2525, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"dodge aries se\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2735, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"pontiac phoenix\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2865, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"ford fairmont futura\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 3035, \"Acceleration\": 20.5, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"amc concord dl\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 1980, \"Acceleration\": 15.3, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Europe\", \"Year\": \"1982-01-01\", \"Name\": \"volkswagen rabbit l\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2025, \"Acceleration\": 18.2, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"mazda glc custom l\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 1970, \"Acceleration\": 17.6, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"mazda glc custom\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2125, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"plymouth horizon miser\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2125, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"mercury lynx l\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2160, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"nissan stanza xe\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2205, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"honda Accelerationord\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2245, \"Acceleration\": 16.9, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 34.0, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1965, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"honda civic\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1965, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"honda civic (auto)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1995, \"Acceleration\": 16.2, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"datsun 310 gx\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2945, \"Acceleration\": 16.4, \"Cylinders\": 6, \"Displacement\": 181.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"buick century limited\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3015, \"Acceleration\": 17.0, \"Cylinders\": 6, \"Displacement\": 262.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"oldsmobile cutlass ciera (diesel)\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2585, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"chrysler lebaron medallion\"}, {\"Horsepower\": 112.0, \"Weight_in_lbs\": 2835, \"Acceleration\": 14.7, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"ford granada l\"}, {\"Horsepower\": 96.0, \"Weight_in_lbs\": 2665, \"Acceleration\": 13.9, \"Cylinders\": 4, \"Displacement\": 144.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1982-01-01\", \"Name\": \"toyota celica gt\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2370, \"Acceleration\": 13.0, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"dodge charger 2.2\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2950, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"chevrolet camaro\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2790, \"Acceleration\": 15.6, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"ford mustang gl\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 24.6, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 44.0, \"Origin\": \"Europe\", \"Year\": \"1982-01-01\", \"Name\": \"vw pickup\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2295, \"Acceleration\": 11.6, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"dodge rampage\"}, {\"Horsepower\": 79.0, \"Weight_in_lbs\": 2625, \"Acceleration\": 18.6, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"ford ranger\"}, {\"Horsepower\": 82.0, \"Weight_in_lbs\": 2720, \"Acceleration\": 19.4, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"USA\", \"Year\": \"1982-01-01\", \"Name\": \"chevy s-10\"}]}};\n", "var selector = \"#cbcc824c-a24e-45da-9b64-0d043ef676ef\";\n", "var type = \"vega-lite\";\n", "\n", "var output_area = this;\n", "require(['nbextensions/jupyter-vega/index'], function(vega) {\n", " vega.render(selector, spec, type, output_area);\n", "}, function (err) {\n", " if (err.requireType !== 'scripterror') {\n", " throw(err);\n", " }\n", "});\n" ] }, "metadata": { "jupyter-vega": "#cbcc824c-a24e-45da-9b64-0d043ef676ef" }, "output_type": "display_data" }, { "data": { "image/png": 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" }, "metadata": { "jupyter-vega": "#cbcc824c-a24e-45da-9b64-0d043ef676ef" }, "output_type": "display_data" } ], "source": [ "alt.Chart(cars_df).mark_line().encode(y='Miles_per_Gallon', x='Year')\n", "\n", "# How can we improve? let's fix the year" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [ { "data": { "text/plain": [ "0 1970-01-01\n", "1 1970-01-01\n", "2 1970-01-01\n", "3 1970-01-01\n", "4 1970-01-01\n", "Name: Year, dtype: object" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# we want to convert into year only i.e. 1970\n", "cars_df['Year'].head()" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [ { "data": { "text/plain": [ "0 1970\n", "1 1970\n", "2 1970\n", "3 1970\n", "4 1970\n", "Name: Year, dtype: object" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# use apply to perform a function on every element in series\n", "# lambda is a way to quickly define simple one line functions\n", "cars_df['Year'].apply(lambda x:x.split(\"-\")[0]).head()" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n" ] }, "metadata": { "jupyter-vega": "#7e3f4d04-0efb-4d8f-92a9-2da907587a9c" }, "output_type": "display_data" }, { "data": { "application/javascript": [ "var spec = {\"encoding\": {\"x\": {\"type\": \"nominal\", \"field\": \"Year\"}, \"y\": {\"type\": \"quantitative\", \"field\": \"Miles_per_Gallon\"}}, \"mark\": \"line\", \"config\": {\"cell\": {\"height\": 350, \"width\": 500}}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v1.2.1.json\", \"data\": {\"values\": [{\"Horsepower\": 130.0, \"Weight_in_lbs\": 3504, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 307.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevrolet chevelle malibu\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 3693, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"buick skylark 320\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3436, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth satellite\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3433, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc rebel sst\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 3449, \"Acceleration\": 10.5, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford torino\"}, {\"Horsepower\": 198.0, \"Weight_in_lbs\": 4341, \"Acceleration\": 10.0, \"Cylinders\": 8, \"Displacement\": 429.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford galaxie 500\"}, {\"Horsepower\": 220.0, \"Weight_in_lbs\": 4354, \"Acceleration\": 9.0, \"Cylinders\": 8, \"Displacement\": 454.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevrolet impala\"}, {\"Horsepower\": 215.0, \"Weight_in_lbs\": 4312, \"Acceleration\": 8.5, \"Cylinders\": 8, \"Displacement\": 440.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth fury iii\"}, {\"Horsepower\": 225.0, \"Weight_in_lbs\": 4425, \"Acceleration\": 10.0, \"Cylinders\": 8, \"Displacement\": 455.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"pontiac catalina\"}, {\"Horsepower\": 190.0, \"Weight_in_lbs\": 3850, \"Acceleration\": 8.5, \"Cylinders\": 8, \"Displacement\": 390.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc ambassador dpl\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 3090, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 133.0, \"Miles_per_Gallon\": null, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"citroen ds-21 pallas\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 4142, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevrolet chevelle concours (sw)\"}, {\"Horsepower\": 153.0, \"Weight_in_lbs\": 4034, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford torino (sw)\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 4166, \"Acceleration\": 10.5, \"Cylinders\": 8, \"Displacement\": 383.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth satellite (sw)\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 3850, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc rebel sst (sw)\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 3563, \"Acceleration\": 10.0, \"Cylinders\": 8, \"Displacement\": 383.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"dodge challenger se\"}, {\"Horsepower\": 160.0, \"Weight_in_lbs\": 3609, \"Acceleration\": 8.0, \"Cylinders\": 8, \"Displacement\": 340.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth 'cuda 340\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 3353, \"Acceleration\": 8.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford mustang boss 302\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3761, \"Acceleration\": 9.5, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevrolet monte carlo\"}, {\"Horsepower\": 225.0, \"Weight_in_lbs\": 3086, \"Acceleration\": 10.0, \"Cylinders\": 8, \"Displacement\": 455.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"buick estate wagon (sw)\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2372, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 113.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1970\", \"Name\": \"toyota corona mark ii\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2833, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 198.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth duster\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2774, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 199.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2587, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Japan\", \"Year\": \"1970\", \"Name\": \"datsun pl510\"}, {\"Horsepower\": 46.0, \"Weight_in_lbs\": 1835, \"Acceleration\": 20.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"volkswagen 1131 deluxe sedan\"}, {\"Horsepower\": 87.0, \"Weight_in_lbs\": 2672, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 110.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2430, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"audi 100 ls\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2375, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 104.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"saab 99e\"}, {\"Horsepower\": 113.0, \"Weight_in_lbs\": 2234, \"Acceleration\": 12.5, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"bmw 2002\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2648, \"Acceleration\": 15.0, \"Cylinders\": 6, \"Displacement\": 199.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc gremlin\"}, {\"Horsepower\": 215.0, \"Weight_in_lbs\": 4615, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": 10.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford f250\"}, {\"Horsepower\": 200.0, \"Weight_in_lbs\": 4376, \"Acceleration\": 15.0, \"Cylinders\": 8, \"Displacement\": 307.0, \"Miles_per_Gallon\": 10.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevy c20\"}, {\"Horsepower\": 210.0, \"Weight_in_lbs\": 4382, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 11.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"dodge d200\"}, {\"Horsepower\": 193.0, \"Weight_in_lbs\": 4732, 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\"Displacement\": 258.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"amc hornet sportabout (sw)\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2408, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"chevrolet vega (sw)\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3282, \"Acceleration\": 15.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"pontiac firebird\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3139, \"Acceleration\": 14.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"ford mustang\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2220, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"mercury capri 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\"Miles_per_Gallon\": 35.0, \"Origin\": \"Japan\", \"Year\": \"1971\", \"Name\": \"datsun 1200\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1834, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"volkswagen model 111\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1955, \"Acceleration\": 20.5, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"plymouth cricket\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2278, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 113.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"toyota corona hardtop\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2126, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 97.5, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"dodge colt hardtop\"}, {\"Horsepower\": 54.0, \"Weight_in_lbs\": 2254, \"Acceleration\": 23.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"volkswagen type 3\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2408, \"Acceleration\": 19.5, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"chevrolet vega\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2226, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"ford pinto runabout\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 4274, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"chevrolet impala\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 4385, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"pontiac catalina\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4135, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"plymouth fury iii\"}, {\"Horsepower\": 153.0, \"Weight_in_lbs\": 4129, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"ford galaxie 500\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3672, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"amc ambassador sst\"}, {\"Horsepower\": 208.0, \"Weight_in_lbs\": 4633, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 429.0, \"Miles_per_Gallon\": 11.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"mercury marquis\"}, {\"Horsepower\": 155.0, \"Weight_in_lbs\": 4502, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"buick lesabre custom\"}, {\"Horsepower\": 160.0, \"Weight_in_lbs\": 4456, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"oldsmobile delta 88 royale\"}, {\"Horsepower\": 190.0, \"Weight_in_lbs\": 4422, \"Acceleration\": 12.5, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"chrysler newport royal\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2330, \"Acceleration\": 13.5, \"Cylinders\": 3, \"Displacement\": 70.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"mazda rx2 coupe\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3892, \"Acceleration\": 12.5, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 15.0, \"Origin\": 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\"Weight_in_lbs\": 2511, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"volkswagen 411 (sw)\"}, {\"Horsepower\": 87.0, \"Weight_in_lbs\": 2979, \"Acceleration\": 19.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"peugeot 504 (sw)\"}, {\"Horsepower\": 69.0, \"Weight_in_lbs\": 2189, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 96.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"renault 12 (sw)\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2395, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"ford pinto (sw)\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2288, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"datsun 510 (sw)\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2506, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"toyouta corona mark ii (sw)\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2164, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"dodge colt (sw)\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2100, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"toyota corolla 1600 (sw)\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 4100, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"buick century 350\"}, {\"Horsepower\": 150.0, 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\"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"mercury marquis brougham\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4464, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"chevrolet caprice classic\"}, {\"Horsepower\": 158.0, \"Weight_in_lbs\": 4363, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"ford ltd\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4237, \"Acceleration\": 14.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"plymouth fury gran sedan\"}, {\"Horsepower\": 215.0, \"Weight_in_lbs\": 4735, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 440.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"chrysler new yorker brougham\"}, {\"Horsepower\": 225.0, \"Weight_in_lbs\": 4951, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 455.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"buick electra 225 custom\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 3821, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"amc ambassador brougham\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3121, \"Acceleration\": 16.5, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"plymouth valiant\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3278, \"Acceleration\": 18.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"chevrolet nova custom\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2945, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3021, \"Acceleration\": 16.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2904, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 198.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"plymouth duster\"}, {\"Horsepower\": 46.0, \"Weight_in_lbs\": 1950, \"Acceleration\": 21.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1973\", \"Name\": \"volkswagen super beetle\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4997, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 11.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"chevrolet impala\"}, {\"Horsepower\": 167.0, \"Weight_in_lbs\": 4906, \"Acceleration\": 12.5, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"ford country\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 4654, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"plymouth custom suburb\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 4499, \"Acceleration\": 12.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"oldsmobile vista cruiser\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2789, \"Acceleration\": 15.0, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"amc gremlin\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2279, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 20.0, 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15.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"mercury monarch\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 3158, \"Acceleration\": 19.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 4668, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"pontiac catalina\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 4440, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"chevrolet bel air\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4498, \"Acceleration\": 14.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"plymouth grand fury\"}, {\"Horsepower\": 148.0, \"Weight_in_lbs\": 4657, 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\"Displacement\": 140.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2914, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"amc gremlin\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2592, \"Acceleration\": 18.5, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"pontiac astro\"}, {\"Horsepower\": 96.0, \"Weight_in_lbs\": 2702, \"Acceleration\": 13.5, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1975\", \"Name\": \"toyota corona\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 2223, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1975\", \"Name\": \"volkswagen dasher\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2545, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1975\", \"Name\": \"datsun 710\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2984, \"Acceleration\": 14.5, \"Cylinders\": 6, \"Displacement\": 171.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1937, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1975\", \"Name\": \"volkswagen rabbit\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3211, \"Acceleration\": 17.0, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"amc pacer\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2694, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 115.0, \"Miles_per_Gallon\": 23.0, \"Origin\": 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\"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"fiat 131\"}, {\"Horsepower\": 81.0, \"Weight_in_lbs\": 2220, \"Acceleration\": 16.9, \"Cylinders\": 4, \"Displacement\": 116.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"opel 1900\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2572, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"capri ii\"}, {\"Horsepower\": 79.0, \"Weight_in_lbs\": 2255, \"Acceleration\": 17.7, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"dodge colt\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2202, \"Acceleration\": 15.3, \"Cylinders\": 4, \"Displacement\": 101.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"renault 12tl\"}, 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225.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"plymouth valiant\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3353, \"Acceleration\": 14.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevrolet nova\"}, {\"Horsepower\": 81.0, \"Weight_in_lbs\": 3012, \"Acceleration\": 17.6, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3085, \"Acceleration\": 17.6, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 22.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 2035, \"Acceleration\": 22.2, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 60.0, 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\"Year\": \"1976\", \"Name\": \"ford granada ghia\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3645, \"Acceleration\": 16.2, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"pontiac ventura sj\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3193, \"Acceleration\": 17.8, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"amc pacer d/l\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1825, \"Acceleration\": 12.2, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.5, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"volkswagen rabbit\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1990, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"datsun b-210\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2565, \"Acceleration\": 13.6, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 26.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 102.0, \"Weight_in_lbs\": 3150, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 130.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"volvo 245\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3940, \"Acceleration\": 13.2, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"plymouth volare premier v8\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3270, \"Acceleration\": 21.9, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 108.0, \"Weight_in_lbs\": 2930, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 156.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"toyota mark ii\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 3820, \"Acceleration\": 16.7, \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 16.5, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"mercedes-benz 280s\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 4380, \"Acceleration\": 12.1, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 16.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"cadillac seville\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 4055, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevy c10\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 3870, \"Acceleration\": 15.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford f108\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3755, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"dodge d100\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2045, \"Acceleration\": 18.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 31.5, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"honda Accelerationord cvcc\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 14.8, \"Cylinders\": 4, \"Displacement\": 111.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"buick opel isuzu deluxe\"}, {\"Horsepower\": 58.0, \"Weight_in_lbs\": 1825, \"Acceleration\": 18.6, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"renault 5 gtl\"}, {\"Horsepower\": 96.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 25.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"plymouth arrow gs\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1945, \"Acceleration\": 16.8, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"datsun f-10 hatchback\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 3880, \"Acceleration\": 12.5, \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet caprice classic\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 4060, \"Acceleration\": 19.0, \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"oldsmobile cutlass supreme\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 4140, \"Acceleration\": 13.7, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"dodge monaco brougham\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 4295, \"Acceleration\": 14.9, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"mercury cougar brougham\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3520, \"Acceleration\": 16.4, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet concours\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3425, \"Acceleration\": 16.9, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"buick skylark\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3630, \"Acceleration\": 17.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"plymouth volare custom\"}, {\"Horsepower\": 98.0, \"Weight_in_lbs\": 3525, \"Acceleration\": 19.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"ford granada\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 4220, \"Acceleration\": 11.1, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"pontiac grand prix lj\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 4165, \"Acceleration\": 11.4, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet monte carlo landau\"}, {\"Horsepower\": 190.0, \"Weight_in_lbs\": 4325, \"Acceleration\": 12.2, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chrysler cordoba\"}, {\"Horsepower\": 149.0, \"Weight_in_lbs\": 4335, \"Acceleration\": 14.5, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"ford thunderbird\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 1940, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"volkswagen rabbit custom\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2740, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 24.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"pontiac sunbird coupe\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2265, \"Acceleration\": 18.2, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"toyota corolla liftback\"}, {\"Horsepower\": 89.0, \"Weight_in_lbs\": 2755, \"Acceleration\": 15.8, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"ford mustang ii 2+2\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2051, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 30.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2075, \"Acceleration\": 15.9, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"dodge colt m/m\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"subaru dl\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2190, \"Acceleration\": 14.1, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 30.5, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"volkswagen dasher\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2815, \"Acceleration\": 14.5, \"Cylinders\": 6, \"Displacement\": 146.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"datsun 810\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2600, \"Acceleration\": 12.8, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"bmw 320i\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2720, \"Acceleration\": 13.5, \"Cylinders\": 3, \"Displacement\": 80.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"mazda rx-4\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 21.5, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 43.1, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"volkswagen rabbit custom diesel\"}, {\"Horsepower\": 66.0, \"Weight_in_lbs\": 1800, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 36.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fiesta\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 19.4, \"Cylinders\": 4, \"Displacement\": 78.0, \"Miles_per_Gallon\": 32.8, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"mazda glc deluxe\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2070, \"Acceleration\": 18.6, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 39.4, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"datsun b210 gx\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1800, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 36.1, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"honda civic cvcc\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3365, \"Acceleration\": 15.5, \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 19.9, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"oldsmobile cutlass salon brougham\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 3735, \"Acceleration\": 13.2, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 19.4, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge diplomat\"}, {\"Horsepower\": 139.0, \"Weight_in_lbs\": 3570, \"Acceleration\": 12.8, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"mercury monarch ghia\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3535, \"Acceleration\": 19.2, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 19.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"pontiac phoenix lj\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3155, \"Acceleration\": 18.2, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"chevrolet malibu\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2965, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fairmont (auto)\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2720, \"Acceleration\": 15.4, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fairmont (man)\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3430, \"Acceleration\": 17.2, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"plymouth volare\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3210, \"Acceleration\": 17.2, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.4, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"amc concord\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3380, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 20.6, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"buick century special\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3070, \"Acceleration\": 16.7, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.8, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"mercury zephyr\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3620, \"Acceleration\": 18.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 18.6, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge aspen\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 3410, \"Acceleration\": 15.1, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 18.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"amc concord d/l\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 3425, \"Acceleration\": 13.2, \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 19.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"chevrolet monte carlo landau\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 3445, \"Acceleration\": 13.4, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 17.7, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"buick regal sport coupe (turbo)\"}, {\"Horsepower\": 139.0, \"Weight_in_lbs\": 3205, \"Acceleration\": 11.2, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 18.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford futura\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4080, \"Acceleration\": 13.7, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge magnum xe\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2560, \"Acceleration\": 14.2, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 27.5, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"toyota corona\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"datsun 510\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2230, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 30.9, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge omni\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2515, \"Acceleration\": 14.8, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 21.1, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"toyota celica gt liftback\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 2745, \"Acceleration\": 16.7, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 23.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"plymouth sapporo\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2855, \"Acceleration\": 17.6, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 23.8, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"oldsmobile starfire sx\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2405, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 23.9, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"datsun 200-sx\"}, {\"Horsepower\": 103.0, \"Weight_in_lbs\": 2830, \"Acceleration\": 15.9, \"Cylinders\": 5, \"Displacement\": 131.0, \"Miles_per_Gallon\": 20.3, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"audi 5000\"}, {\"Horsepower\": 125.0, \"Weight_in_lbs\": 3140, \"Acceleration\": 13.6, \"Cylinders\": 6, \"Displacement\": 163.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"volvo 264gl\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2795, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 21.6, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"saab 99gle\"}, {\"Horsepower\": 133.0, \"Weight_in_lbs\": 3410, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 163.0, \"Miles_per_Gallon\": 16.2, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"peugeot 604sl\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1990, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 31.5, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"volkswagen scirocco\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2135, \"Acceleration\": 16.6, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.5, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"honda Accelerationord lx\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 3245, \"Acceleration\": 15.4, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"pontiac lemans v6\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2990, \"Acceleration\": 18.2, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 19.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"mercury zephyr 6\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2890, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 22.3, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"ford fairmont 4\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3265, \"Acceleration\": 18.2, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"amc concord dl 6\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3360, \"Acceleration\": 16.6, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.6, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"dodge aspen 6\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 3840, \"Acceleration\": 15.4, \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chevrolet caprice classic\"}, {\"Horsepower\": 129.0, \"Weight_in_lbs\": 3725, \"Acceleration\": 13.4, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 17.6, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"ford ltd landau\"}, {\"Horsepower\": 138.0, \"Weight_in_lbs\": 3955, \"Acceleration\": 13.2, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 16.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"mercury grand marquis\"}, {\"Horsepower\": 135.0, \"Weight_in_lbs\": 3830, \"Acceleration\": 15.2, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 18.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"dodge st. regis\"}, {\"Horsepower\": 155.0, \"Weight_in_lbs\": 4360, \"Acceleration\": 14.9, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 16.9, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"buick estate wagon (sw)\"}, {\"Horsepower\": 142.0, \"Weight_in_lbs\": 4054, \"Acceleration\": 14.3, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"ford country squire (sw)\"}, {\"Horsepower\": 125.0, \"Weight_in_lbs\": 3605, \"Acceleration\": 15.0, \"Cylinders\": 8, \"Displacement\": 267.0, \"Miles_per_Gallon\": 19.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chevrolet malibu classic (sw)\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3940, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chrysler lebaron town @ country (sw)\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1925, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 31.9, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"vw rabbit custom\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1975, \"Acceleration\": 15.2, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 34.1, \"Origin\": \"Japan\", \"Year\": \"1979\", \"Name\": \"maxda glc deluxe\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 1915, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 35.7, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"dodge colt hatchback custom\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2670, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 27.4, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"amc spirit dl\"}, {\"Horsepower\": 77.0, \"Weight_in_lbs\": 3530, \"Acceleration\": 20.1, \"Cylinders\": 5, \"Displacement\": 183.0, \"Miles_per_Gallon\": 25.4, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"mercedes benz 300d\"}, {\"Horsepower\": 125.0, \"Weight_in_lbs\": 3900, \"Acceleration\": 17.4, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"cadillac eldorado\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 3190, \"Acceleration\": 24.8, \"Cylinders\": 4, \"Displacement\": 141.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3420, \"Acceleration\": 22.2, \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 23.9, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"oldsmobile cutlass salon brougham\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2200, \"Acceleration\": 13.2, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"plymouth horizon\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2150, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"plymouth horizon tc3\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2020, \"Acceleration\": 19.2, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 31.8, \"Origin\": \"Japan\", \"Year\": \"1979\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 69.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 37.3, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"fiat strada custom\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2670, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 28.4, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"buick skylark limited\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2595, \"Acceleration\": 11.3, \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 28.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2700, \"Acceleration\": 12.9, \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 26.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"oldsmobile omega brougham\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2556, \"Acceleration\": 13.2, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"pontiac phoenix\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 2144, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 41.5, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw rabbit\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1968, \"Acceleration\": 18.8, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 38.1, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corolla tercel\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2120, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 32.1, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2019, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 37.2, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 310\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2678, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2870, \"Acceleration\": 18.1, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 26.4, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"ford fairmont\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3003, \"Acceleration\": 20.1, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 24.3, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"amc concord\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3381, \"Acceleration\": 18.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.1, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"dodge aspen\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2188, \"Acceleration\": 15.8, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 34.3, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"audi 4000\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2711, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 29.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corona liftback\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2542, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 31.3, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"mazda 626\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2434, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 510 hatchback\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2265, \"Acceleration\": 15.2, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 32.2, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2110, \"Acceleration\": 17.9, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 46.6, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"mazda glc\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 2800, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 27.9, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"dodge colt\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2110, \"Acceleration\": 19.2, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 40.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 2085, \"Acceleration\": 21.7, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 44.3, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw rabbit c (diesel)\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 2335, \"Acceleration\": 23.7, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 43.4, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw dasher (diesel)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2950, \"Acceleration\": 19.9, \"Cylinders\": 5, \"Displacement\": 121.0, \"Miles_per_Gallon\": 36.4, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"audi 5000s (diesel)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 3250, \"Acceleration\": 21.8, \"Cylinders\": 4, \"Displacement\": 146.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"mercedes-benz 240d\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1850, \"Acceleration\": 13.8, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 44.6, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"honda civic 1500 gl\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 1835, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 40.9, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"renault lecar deluxe\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2145, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 33.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"subaru dl\"}, {\"Horsepower\": 62.0, \"Weight_in_lbs\": 1845, \"Acceleration\": 15.3, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 29.8, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vokswagen rabbit\"}, {\"Horsepower\": 132.0, \"Weight_in_lbs\": 2910, \"Acceleration\": 11.4, \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 32.7, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 280-zx\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2420, \"Acceleration\": 12.5, \"Cylinders\": 3, \"Displacement\": 70.0, \"Miles_per_Gallon\": 23.7, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"mazda rx-7 gs\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2500, \"Acceleration\": 15.1, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 35.0, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"triumph tr7 coupe\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2905, \"Acceleration\": 14.3, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 23.6, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"ford mustang 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173.0, \"Miles_per_Gallon\": 23.5, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2385, \"Acceleration\": 12.9, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth reliant\"}, {\"Horsepower\": 58.0, \"Weight_in_lbs\": 1755, \"Acceleration\": 16.9, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 39.1, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota starlet\"}, {\"Horsepower\": 64.0, \"Weight_in_lbs\": 1875, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 39.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth champ\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1760, \"Acceleration\": 16.1, \"Cylinders\": 4, \"Displacement\": 81.0, \"Miles_per_Gallon\": 35.1, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda civic 1300\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2065, \"Acceleration\": 17.8, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 32.3, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"subaru\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1975, \"Acceleration\": 19.4, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 62.0, \"Weight_in_lbs\": 2050, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 37.7, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota tercel\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 34.1, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda glc 4\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2215, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.7, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth horizon 4\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2045, \"Acceleration\": 16.2, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 34.4, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford escort 4w\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2380, \"Acceleration\": 20.7, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.9, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford escort 2h\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 2190, \"Acceleration\": 14.2, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 33.0, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"volkswagen jetta\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2320, \"Acceleration\": 15.8, \"Cylinders\": 4, \"Displacement\": 100.0, \"Miles_per_Gallon\": 34.5, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"renault 18i\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2210, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 33.7, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda prelude\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2350, \"Acceleration\": 16.8, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 32.4, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2615, \"Acceleration\": 14.8, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 32.9, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 200sx\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 2635, \"Acceleration\": 18.3, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 31.6, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda 626\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 3230, \"Acceleration\": 20.4, \"Cylinders\": 4, \"Displacement\": 141.0, \"Miles_per_Gallon\": 28.1, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"peugeot 505s turbo diesel\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2800, \"Acceleration\": 15.4, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": null, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"saab 900s\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 3160, \"Acceleration\": 19.6, \"Cylinders\": 6, \"Displacement\": 145.0, \"Miles_per_Gallon\": 30.7, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"volvo diesel\"}, {\"Horsepower\": 116.0, \"Weight_in_lbs\": 2900, \"Acceleration\": 12.6, \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 25.4, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota cressida\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 2930, \"Acceleration\": 13.8, \"Cylinders\": 6, \"Displacement\": 146.0, \"Miles_per_Gallon\": 24.2, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 810 maxima\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3415, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 22.4, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"buick century\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3725, \"Acceleration\": 19.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 26.6, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"oldsmobile cutlass ls\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3060, \"Acceleration\": 17.1, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford granada gl\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3465, \"Acceleration\": 16.6, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 17.6, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chrysler lebaron salon\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2605, \"Acceleration\": 19.6, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet cavalier\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2640, \"Acceleration\": 18.6, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet cavalier wagon\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2395, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 34.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet cavalier 2-door\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2575, \"Acceleration\": 16.2, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"pontiac j2000 se hatchback\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2525, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge aries se\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2735, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"pontiac phoenix\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2865, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford fairmont futura\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 3035, \"Acceleration\": 20.5, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"amc concord dl\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 1980, \"Acceleration\": 15.3, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"volkswagen rabbit l\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2025, \"Acceleration\": 18.2, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda glc custom l\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 1970, \"Acceleration\": 17.6, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda glc custom\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2125, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth horizon miser\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2125, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"mercury lynx l\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2160, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"nissan stanza xe\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2205, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda Accelerationord\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2245, \"Acceleration\": 16.9, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 34.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1965, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda civic\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1965, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda civic (auto)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1995, \"Acceleration\": 16.2, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 310 gx\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2945, \"Acceleration\": 16.4, \"Cylinders\": 6, \"Displacement\": 181.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"buick century limited\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3015, \"Acceleration\": 17.0, \"Cylinders\": 6, \"Displacement\": 262.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"oldsmobile cutlass ciera (diesel)\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2585, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chrysler lebaron medallion\"}, {\"Horsepower\": 112.0, \"Weight_in_lbs\": 2835, \"Acceleration\": 14.7, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford granada l\"}, {\"Horsepower\": 96.0, \"Weight_in_lbs\": 2665, \"Acceleration\": 13.9, \"Cylinders\": 4, \"Displacement\": 144.0, \"Miles_per_Gallon\": 32.0, 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7F8LQnxpjcQyk16On/rRtvduff/rRSe868c8qg3tYkLqnXlHdddt668JtqbvedxmHU/wkYrvJg9dxzsT+K4BeMEdext/ngfcDA4ARljIbCZ1l00Q1ChDjvbTaFSMFisrDQFTfQyC9Ew7pv7laqHyud+wEDOS+/9eFwi5jciC9RkmDY9t6D/399/yuUqguK/WNPnVWec0rzrYFDRS6t9rW21zF/k/iqD5/HVHSCVJYQuQUnocBTOkpLAAoE4ApwAO8kIgBMRAtA2vKcwYQw4+BCX3WzhnRxtaZ9tXlC95AiE1AT7U4fEFnoYO/HYdTPAVmfgtg6e4t4BsAvTvv3wrwPkm4GtgKSMSAGIiBAfzwvstoLCt9O/1hfIozNAfmxd6uGIdTZK8z4xkL9AJXABTeZ/V4NFAClgESMSAGYmKgZJW+w6jgHC+KKcoOoqk6U/7gIGaddvOj9BuxSRxOkYlhaXA3YNoQec/IXpywN1oiBloyEPePo6UxXfCQ+6MgGb8ADklbctZde9FzsIkFp4MO+d1vz43TvricYpxpUlxdysA7XnrpfV2atMSShdKKU1pMzIBWEdu1vVuKhXj3bpFTbJUpepYuBqxCrCWGdCU+GmuKhdpOf9FoD6a1aPZuseLdu0VOMVi+KXScDNiFP44zujzEtfa6eU8gnVyIIXVyRvWxH6LljeOX/2DW9fe8Jy4D5RTjYlrxBGKgXC7jW7UTWzklkPEpD4xFGJxe6LSZiTyvYp72KtplF0qx9ULLKabtS5A9DRl4uHjayXhgVlhq+I5u+mSgWE1vu2I1/gUi5BR9fkcKFjsDqjpHRPnaL8z9UUSqA6sdsnevhxLuW33GnC/de1hghW0okFNsgyS9kgIGLEudLFFlg2VxyFwqZWN5/k4YthEoVYaqscxukVNM5acgo+oZsNXJUk9Jnq5rs1ti6oWWU8zTp5XRtJ5fXsWVUN4Zhflp3GAqinRmWmfR2bsFpVlr5py/v3dU1GmRU4yaYekPzECxqPGJgUnMsIJ111zyAiYEc+jQhKHXq9OiToqcYtQMS39gBjD/VZ0sgVnMtgKrWlsgohTD9qdyitn+VnJiva1OlizmtG1zwZdQxHJnt1Qta24oClsokVNsQY4eJc/A9PKKd8GK/uQtkQWdMjBr6UouDxiKrLl23qNQ9Ft42Smzy3eHpreRcXKKjVjRvdQwULRUdU5NZnRqiGXN7jRI0/cxbMgq2M7slmop2tktcopNc0EPUsGAxiemIhv8GIHa8xw/4ZqFQdW5NjTHjnbhWTnFZjmg+74YiGCIi9oTfeVEsoGmf3n9QZixfFaYVoyu2Bugj+uynh6m3npdcor1jOg6NQzMLK89HMZwd8RdqTFKhrTFQGnv4HS8GOqK2SvK87CdiX0f9EbqtyJV3hZ7ekkMNGHAsoY5FIc9mNzoTJIhBuyiHWrV+e2ku1Xot2+EftaJU+S73BLVi9ANkkIxYBiwrapTdUYL+2ZzL2vH6TesyN9yZxyKYxfC62TxZLpdrXDvlkjnarfrFBfBkArAbUm9aDc8gknEQGcMoIhYG7RtVzPrFItVa9PMJSv/Z62NrbP0Z/VtdyjOkbD/xbDTsL588Va4xMfC1uvV145TY/XlK8B24Bse3IHzKiARA6EzMK1818F2weJ4tL07x+/5t9AjiE/hMBoAriwO7n1y9tKVfxJftAnGZIbiWIU1kVhRrO3dEoluKG3HKZq4OZKc25Ma/Kl5oKMYCJuBUVbv2dBZwqJWP3r4M/PZ45hJKVWLp8LwB4HJVbvwnZnXr7rrQzesYCmqa8UMxbGq1uooEmlVzMKzUWhvzymy/v488K8AVyvpd488l4iBfQzMKN89ed9FwBNUQWpV5wy3J5KC1eULnjyr+ui5KC1+Apc70Bx2SU/V+sXMpSv/S22LhYBEpSy4ZyjOUGVUH4fQhC5rF899PHSlHoXtlhQx5qgwBeA+sc+5R563Gx6vSrqdAdsqccuAUMQyO/dZ1g9CUZigEu41su7auf84XLSx+ZL1PZhyENrF/sdDxamb55TvPSlB00KP+u2hONZDG/5qBv4JRCARL4rLnuR25AN4aWKDF9Wm2ICUvN4qFQt/iMVgA8u88oqxewuF06CoUqxYDwVWmBIF379mHjseLmXbIqrS/4DzsyvF6uMzl6z4m9Kk0t+s/vQFSHa2xRmKg28AfiuSqnMc7LRb0tviGvMZHIkjAE7QblfYez0AsDt9EmCEAzyfADYBo8xNHbPJAH4LoZQU95ZKZ4CBPuAnqH6+kU02mlu95tq53632jToJpcWb8VYPPMjiyvbq45kfvuMdimPb0XSyNKc1tCftOsWvIkZubnO5i3twpDNrRxiWvdfzgK3AawB7tKcC6wG2tTwD7AF4X5JVBuzCH4ZierXijE+E09gcir4UKmHVct3iuX9RLdofhHlPASdmffiOdyjO2mvn/jSFtLdlUjtOkY7qKoAf6FigF1gCcLjEYcBIwrBHAz8DrnBfpk46xBnAg4C5PwXnkgwycNny5SWYHU77mFkZp2h3rVM0WbzhmnkPlA5GD7Vt8zeV7eE73qE4Ebf7Gf6iOLbrFBn3x4HdwDBwI0DxVoVrdw78Swc4AMwHbgcobIs8GHiWF65wHGRXD1UwCe3G42tPjjsG6RoTNG2XlZf3ocLA6rM9WCk8EFRfFsKzLXHd4nnlrA/fiXooTlx52U5HC5qKHPkh/rJa8yZwm3OnNlTHPR3xwFKlcXoscdbLDtw4FmDJ0YiJ21x7j8d5L1J0nla7IqXozV//YtbB/fsVFH3xsOXpH5/6eyedM7Y6PPTLjddfegiMJrziS69XQZPzxPWi/XS4r6/vY1Ov+O8fGX/YUVcVrOIlPRX7/LM+ddONj97y3741ODjo7dhM3F4vj4ee8IEJBbt6Nu4NP3bH0gEc6+2rv/YGD3LuV6/pJzkg7nadIqu5rO562wlYWtx7gMYDb3wSt27y4HWcXwawZOgVDvvZ5L2Bc5YyGwmdZdNENQoQ47202hUpBQcf/Z7LUQX0xuGLh3e+55xLqaZY6uUYt0Y6Gt3zxuv3PBV64fgKD339k0swwPufMJ7x63SM4w+fUp52zXdnoCR5ReXtSWSpsNeQfdrl133Ytmz4E2vTK0//8DFz33NMlb0euw44baf6zED8QFm6uwj4CMAlnT4LtCNfx0usOlNYvWK1+WGAJcK7AUo/wPuvApIsMmBXTw7DbDhEp5MFU/wyPz4xCB8cvrPuugsvxcrjH4aerYAzfCeIzijDmlVxsjwUx/DTyimylFYGFrn4FI4nAFOAhUAZaFaSw6N9wg6ZbwEsRmA9NGf+NP9r0MHyGe8/B7A0yqq5JJsMBO55djtrWAUrVErZXQQizOw7YPhOmMrD0tUlQ3EMHSNVnxebF5scr8d9OrVWwl5nOt/RwBDAjhoK20foVFl69N7HpSRLDJz5d8vHFHZax8Jm5mOvX9tff3r8KcVClc0ov3IHOvtV1VXh3Jkhf4FxjP+CYTupK0FzKA5K9keC9BedoTjXZZv+ViVFOjt+4HRmzeBt+G3FBHWZnuv695rdr39P1yllYOIbY06EaSUgULuRZdXGJ+I/Zep++GmgnsN30mDHATZ0yVAck66RSopX4sWd5uW643hc/w9gpJJiXTBddhsDtmXV2hMt6+fobMH8Xp9iW057InRs9qlBwRJgoDYUB2XFiFbFiTtJrZwiq7bsJGkl/4iHcoqtGErpM24wRdPWXTe3nXbh1qmwzEwWm00l7IjrXPDLspauPIctKsViSU6xcwYTCeGsijO49yxEHtmqOHEnrJVT5I+GPc6t3mm3+hx3uhRfjAzAq57MjwUlhZ9jWIavmKffsAqdeBZHNWxdfe0Fv/KlRIFiZ4Cr4mDzATSzWZsiWxUn5lS1cng0he19FHaGLAW8VelLcX0qIMcIEvIscINOz3PFtn+GISS+xCqw6uw4VJUSfTGYTKBuWBWnnrmRnKJ5/ymcTDEXOooBw8Cs8ppD7MIwex53nlN4dOAhZ50P87T9I3Y66opFZdtPcRe8yaE4S1fNdlKS4VVx6nOiVe+zeZfv0CGivcdZFOJqHE8HKCol1njI7d9qcdAM2v4FF1P1TYTpZKmo59k3hzEH7JZVceppa8cpmjCcg7oc+CDwY/fmYe5Rh7wyYJVqg7atws/9UjBz6T1Ho+p8FMK/um7xhb/wq0fhYmagy4biGPbacYr87885z/cAvwYuBCoAxdvGWLujv7liwKraTknRLjg9z77SbtlWrerMqX0JLTnlzqbxZX9eA9WG4jgdbKu7iYN2nCLT+15gIbACYPWZTpJDL0xHDE4lUTDAoTNm+EwU+gPrNMNxqv5LihiMg04WdrNUExu0vf2pcfMDc5EjBXFsUJUUne04RXbGcKD2vwJnA/cDHwX+HZDkmQE2tLs9z5bdxzGK/sRdBAIDFDf7UxA8lFUs/BUGjfvsOw8ef9Y0xLJBVUKkjOQUJ8Muzme9CpgEPABwWwKDkcLjVUm3MjB9yUq2A2Kusr1tXXnWNj/pnPXFNUcg3LuBN4eGx/7Ej45Qwtj2KTNuWDUvFF05UNJNq+LUZ9dITu1FN8DtnoAL3XNWof33NnoU6jSbDJTc6X0YY+i/lFipOO2JKKI9tLF8nlksJBFC0D7614lEnLVIWaK2C103FMdkQyunaJ4txMuc6D/ODXQbjhySw2W/Jrj3dMgjA9jS1Em2jTnPPqXqjk/Ef9fNPlWEFexldPKcMXPpvR8KS2G36unWoTgmv4zjM9feo9ly1AyRGMBDTOdxhIteUlj1keSUAdvd0jRQz7PbyYIPMbFOFmYf0vI1Hi27+nkeJS0Y6NKhOCbFrWa0cMtRyreBYwFWbQg2Rt8BUF6oHfTXMJDqnmJjZFhHd0tTq+RvOI4zG8YeZmlzT/Hg4r+FZZYfPXbfqJuswb1XwzmeP/P6VR/Aqtc/9KMnD2FqQ3G6Z1Wc+jxrVVLE9+EMv5mCIztbNgErAbYjngusAjI3JCf1Q1xAahbktJsfZa0BizgUqnuHdz/px2bbGuJoBnyD1g+5o50fHWGF4WIG+G9/E/WhwUylxSbEdvNQHJPkViVFvrMMeB74FkBHaORGnHzWXOj4NgOhLMX1trpCWkueh/9227srxQKbWH61sTzf3yB+t+oMv5po1dnQXewpfq0yXP1LlAbmTb9+1ckbrrvQfweSUdplx25cFac+i1qVFM27nNrHKvNYFyUcjUPkj4L/7SU5Y6BiVZyZLEj2z30n3YxPtJMbn+i1ffXnL3gZs2u+gXtWyVJPtJcbc97NQ3FMGttxiuZdVpUJVp+NsGq9wFzomCMGzEwWn9P7ppWXj8e/2veBseFBe9fDaWGuaFtfhS2D2FVw/qzy3WxLlxgGunwojklmJ07RhPEeB3HxhveGzvPCgLsFge2vpNhnjTsTTPWg2/fHvqvfEVCNDel/gzbFb0J1CTNsPhdBFJlV2e1DcUzGBHWKRo+O+WPAGaNYskv+2t2saq2N2kp8fOKBOVet/i1uVtC/+udzyvf+/oEv5PROlw/FMbkqp2iYCHDEOoK54tGp+hYKR4OyvduOOPyX/qgr1lbGSeEmVWvLFz9rWc4yeX1Vyzbt5/6S2UWhakNx0ODaJRtUNcuaoD/mvmaK83T/Iev08/OU3lE9Y05CevntPP3YlVOHOk37nL+/Fx109gcQDj6n98FOw8fxfsW2/gbxwA/YH5/zpXsPiyPONMeRh6E4hv92nWI/ArCnuV44FMNf9aleU4av8cP5WIbN79h0u2K2NPXXnljdXn0/Ih2NaXU/X1ue/VrHBsQQgMNxMORiBaIaW8UwnRiiTHUU3bwqTj3x7ThFDsd5Dvhf9YFxzel+tzW4n5tbLEWAoEtyk2AkFAtAOMNxkG5f/xAxfMGpOtsprDp787FSLLK0yCmAn6yVlLxP83Weh6E4JkfbcYr4JpzG8Mtx/CTAcYnEdKBd4QKerwNPAGZ8G50thz8Y3IJz3suUVCvVP4fB+WpGsGynkwWDs3yNUcRH53SyFLnSdoplwzUXPIIP8j6YeBCmAPLbz6fkZCiOydx2nCLf5Yo4lK8DD7hYj2M74efhPc6ImQHQ8XHJMa7NyMUkrgJecmEWmcBldgTj2T6aHWvDsRQLQDj/2Lilaacap5Xv78F/2bOccKVSqp0ibbSt4pd4hHP8y3nlFZzAkDvJy1Ack7HtODW+exxwdAOgJjSi3IM3LgIeBTi39Hn3ejKOSwBOJSTKAEulmZHpN6w4B8aeCGTSofshemZ57eFwEUBhx4bFc1/oVEdvz1vvRZgJwC/XfmH2bzsNH/f766694PvobnkE8R62p1T4eNzxpyK+nAzFMVy36xRfQYCFwOMAG8kvA3YA7chovMQGawpLiFOAh4HzgMUAHSGxCMiUYPaD08FiFQq3ZsrwAMba1r4tTX+OjhLmW2dSTfH4xCYpsYtOTzSWFbM+e1l5eV+T17r2dl6G4pgM7DEnIxw34rnTDoTjGOA/AV8B4A9GFK5+wvfoAIlPAVsAOtiFwG0AhzxsA+4EBgAjrX50LL0GkUDhDz3hAxPQUTAfnQ7VX95/x/ePPe/yz7vGBNLbIkGp0Lvr1d+cN/7QowqDO19nKbGVTQ2fDe9+a07vmHGFN178Jb+Bhu+04ICP/IQZQaXzuKne9Td8+JnzP/d/nin19B7/wraX+M+b32m70lRvuwqavBeLXn7nBbvKPoThx+5YOoCj33j9hmuS/H23/erl99dQ2nGKLE3SIX4EmAKw6jQdoBPrBwaAVkIn+hawCmCpkU6SshHg+oyUl4HnAZZCBwAjdKaNhM6yaaIaBWhwL1D49/3Ha/8LyrdM24Z/v/9f74NTNFEE0muUNDimQu/4w456J8v1vRMOeQA2trLpwGcocvQuXXUq0zbxyGPoWJ7jeYdyoN4OFTR5vbnevXsLxVLfElRobp/4zqMXYjvUL985f36liZ7628311r/Z2XUsek+7/LoPY8gZ/IS16ZWnf/hYZybu93Ys9u4Xo8+LdqvPVM/FIIyMc0/aqUI/hXfpENnhwg9pFEBnNwQsAChsY5oC8IeWCbFsu9a+ZNv/lAmDwzLSXVi2YFc67nmeuWTVe2DGO5D9L6y79iI/DjGsVHSs5+ATdy1HoGeBY/O0HWqehuKYj6Idp8jOlM0AO0xYZSbMB81hNiPJQXjhQoB66Ai5ovcnAPZo3wrYABeVuBrYCqResMbhaZgXeyo8+yulSaXvpd7gkAx0pzPSsRWKVR9bmpZq4xPROMfvKVPCkiHy/G9pdG62Q83ZUBzzQbbjFPnuBwFUHwrbeQFhyW+sczbyH3ausGToxU245nAO3mOVugQsAzIh+HF8jIZiOM7/TnrF6DgJe6AwtR/xjQde9DUTxV0/Efz9IE67w4rr4Oqub0LXb5DxudgONW9Dccx30q5T5Pus2q4GvgHw4/BWp3HpW9jGyFJkJmTmsrXjsLTUn9LYkl3MVdX57S1N/Q3aBmVsm0bVIHslRdp9Z3n+INrXvsrzXGyHmrOhOMxXSrtO8Xa8ux5gbwLb0r4FDAC5E3v38GVI9ET8sh/C2ntP5okAtC/9IdOL9o6OB23PWXrvMQg6GaG3bbjmwqezytvoilMoyMV2qHkbimO+yXacIqu4dIaciTIRYHX3RmAKgI88X2I6WGzLWbY+tsSfX17ld+hBiDa6C0H4WFi2Wq24pUTrAV/jG0NMRRBVK8rz3sI/ha9RRzdvh5qnVXHqv4d2nCK+AUfuwt83AVZ3nQZnHF8FciNYcPQktIKehQS/YY3puTPOhBeL+8aJxhnt/nHZtZIi/jF0XFKEI3ScYhY7WfYnAWVdbIeKezvww3C2Q61/3g3XeVoVpz6/2nGKDMNS4mJgEcChNVsAyn8APglwvF7XS8Wq1jpYCtbt6xbN2hVnglFcd1aWiTNOb1y1NRCdgbuVNybu5jCrjgQOxLHftkubOwqYwpfzsB1qHofimE+tXaf4LjcAh+NwaM7B7vWtOHKRiKPc66490ClgNeY/YwLR0ZJAB4tdK2klxLD92tDxiLoX5aRnH/7M/I462T50w4ojEZZtijsmnbCT/2AzL9wOFYlgVdrZDjXzCfImIKdDcQwF7TpFth2yPZHDcLwYh2s6zF8CXS2V1yuX4AdwKBzi49jb+bEEEts/vbzC/HOKPfqqVTzZjbTjQdulStE49Ac7mAkSexo7ibCbt0PN61Ack//tOkWWDNieyKMXv4/rawH4iy4Xyx2bGHMHi5fVopVgFdpsaWoVO25PxD8Sp+qMkvZmb3qyft6126HmdCiO+R7bdYrm/frjIG68UX+z266nl1f+AdL0IeCtau8oDk9KRkxnRQKxY8C1U1K0/Cwsa7njE61CJgdtN6O7W7dDzetQHJPPQZ2i0dPVx1LRWUgWC0UX7mQje4KJNdXQJExwxigO252NUZxWXnEojD0JeOug4bceTcLwSOPssu1Q8zwUx3wncoqGiSZHd6XohXyMrecS6GDZZxh7u4+vLfK6714sJ/yhoPeb7Zm7Dzlp1686ibSvVDgH7yO4/QhnhHQSNgvvdtt2qHkeimO+NzlFw0STY29p1wV4xI6mpzZcMy/JVXwehg2WZQ077XNNzI3ktjU4xFIiB/E/2XFHSdUdn2h3V9XZS3Q3bYea56E4Jk/lFA0TTY5YbdkZm4hOgv+/ySux3LbdTgrbcleujiVWNxKzUZXla85zzYkXsz8+sRnlXbUdql2Y7aTTttc0S2+332/XKXINxDLA928BBoCp7vGzOHal1MbX2XOQuMFiqfjNRBNpVzcz/iQGcRer1VonS4dznjEDaCIM5qKyg6MqlUcS5S/iyLtoO1SOKX1x7bVzu2I8qZ9sb9cp/g7KFwN/BnBBiCnAj4AeoGulp1r8f5G4How3+h7HpSWZ0J3j9/wb4t+LXuBTppXvMoPnYzEJO9o5nSyVDnueqyX7LBhYAh7jnOFYjE0okq7aDtUqrMny/PSgn0A7TpHv8Ed4OjDLjfAQ98hxil0ptQVV7f/MxKEKnWQHi8MvZ5Fgmyj+IyqNsnrPdm7G9sfMea50NkbRro1PxLqTm2MzNcGIvNuhJmhG4KitqrU6sJIMK2jHKZrkHYETViX5gQ+bm916fMg6/Xyk7WjgubPsH92XinS67YrVGOdBzyjfzU6mdwCvri9f3NnK6O6isvjIump8YrNvwbsdarN3MnB/qDKqb0MG7IzMxHacIn6DzqZS9+DIEuNywAzY/jXOu1KwmKjTwYJy4j+j1EgOkhertmI1On3OjcsY2yq50/usjqb3nfl3y8egc4i1i8pee+jBuOxNOh6zHWrSdviP33oo4bG4/k0PKWQ7TpFR/QGwEPgI8I/AZoANsulwFjAkTJnzpXsPQ4fGJdA5PFys/q8wdQfRVaxYDyF8BThtXnnF2CC62g2LgetOeyLWDuzIKY7fOZo7M47CFL+fbixfur3d+LL+3vprLlyB9rjMdlJgK+9cV535/bXrFI3z+wLCXAj8M9DOplV4LXtSrVT/HFb3oZS4+vvXzHsxLSnAtLI3MMv8cdq2t1Q6Iw670MnklBSrxQ7nPFu1RSAQPhdV5315Aa9iVwtf3nedtZMcD8UxWdWuU+R831sB7sD3LuAzQNf2JqJj4KNIXwFV6MQ7WGhHndScjLuSdd2z8C/3bWnaWfUZnULn0hjLLrJWkStxt0PNZJrzPBTHZFg7TpHvcDuChcDVAKttFwOUfudvF/2ZfsOKc5CcE4GtQ5Vx96YuaUV306cYVszBpu8lpP8kwLb7ejuqPiPMmU44u6fmxHGRF+l41k+aiEFJN03mJGFLO07R2PUsTlg6JMyq00kujmDsCvWI5aBqM1hQMt5YPm84VOUhKBusOLsq4sO1zrisvBxV/OjktSfHHQPtYxDZr300vo9D2GfWlWdti85CaRYD4TPQjlOsIlo2HD8AfB24ATAfele1KzorhNiFy5A+NCsmO60PNjSUjeV5r+DBk8DYHT1jpzZ8KaSbPVatPRHqOi0lGgs2mxMdxUBWGGjHKTItnKp1h5soDsuhkzzEve6aQ3Fo758iMWwe+P6G8tx/T23C3MHQqOjU5hVHZKhtep4LPjaqok12Nvd3johOqc0IAyM5xQlIB8Gq0JUAtyQg2O6WuqolbAokZvtS/Jj/KZCiiANjqp/TTocOIaczI7Lo7NqcZ/R4+yopVrt4ZZzIOJfixBlo5RT57I0R0Cq8N3HzccGq9hOAOxjYeTzdvbcJx1HOnYT+zLx+5WlwNqdifOIrpUml7yVkRlvRVkq1xSHw8tluZ0hb4Xy85IxRLNrVzqb31SIa2FCe92sfcSqIGEiUgZ4WsbMtkYO1m21fOh7P2umpmof3vgVwdsMHAFP1ZiP+eoClzgXAHoBOth2deC1cgUP8GAYao5BY+N+rP30B97ZOrXDsJJz4r2DgMa8/PZ7DpDh2MVThjJTCTutYKB2yDul9pnPl1ubOwyiEGEiegVZOkdatAOgg6Kx6ATpKI+06sHsQ4CLgUReL3Ouv4TgDeNDFx3GcAgwAscrMZWvHFXYPsT2xULKLqa46G2JQov0B/nscY1kVVqFDd4oT3xhzItoUS9D9tJ9/ErDNqeIbe3UUA1lhgI6tmfAZh99cBTzmnrM0Z8BnrcLjsSOj8ZfOlTIJoON7GGCHzbOAke044dTB2MXePcwe54koKD6EWSPs2U2/mE4M213ZOmSLbau2URWmrPlrT6zmY2WckGmXuhQw0KqkyFLhEmAN8DRwAuAVdr6gQDCisKSJgo2zHuNiHD8F/BKoF455ZHWNJUcjrfQfZ17yedwXvjq4+9OlvtGFHb/9FZ33vvtB9foM3yzYfnY994M7X+g/F021duWDhVGjji/sxVKL/mQ/vUbFnjdf+ePREw8t7H51629xr+E75t1Gx/vKnA3aebhGuurudWxLXfhml9JbYyYvPGxp9iG0cooM87duQJboNrjn3kM7P0S2SbJUuQpgqdG017Fk6JWDcLHJewPndKaNhPE2TVSjAA3uOeGxOvRJlWKVQ47eOOiYE/4Bx10N3u3kVlC7msW1n94tG765BU5xq2WVJk+/5jvFDdfOfapZwBHu76fXvDtm4qG/T5LHTpq8EYeG75h3mxz9hGmiar/b0lujQzxExEOr6q+pPtOhNUOr8OZL5o+VDpEdLlzhhb3MdHYsEd4NUPoBVqdfBWKVilX9GCNER8vt6xbNCuoQY7UdkW1mhFYh/Co0HKLT81yxfY5RjJsJxScGQmJgpJKiNxr+AO8HnvPc9Ha8eG7vd8oSIOtS3ndZhWbnC50kCySUGcCbzllMf+b8/b2jqturf0YD0PP8TzFFG140XHTWLvwH2M5B3DeHpXhWec0hdmGY7bs7zyk8OtCoihBWXNIjBtLGQCunSCe2ELgMoFM718U3cGTb2wNAO8LOlWbCEiOr10PAcLOXorpfeb1yCToSDoVTeXztdfPYmZQtqaCHl2X1kDtbqsXBk61aH9ovUrPAbrZyRtZmmIGRqr+3IW1zATovtgeydMehMxxm8xowUni8MqLsxhuxO0THKqu2+AN6WunoMyfrFl/4CxiNJgf7qJlL7zk6tARYJafqjFz31fMcmh1SJAYSYGAkp0ZnOBlAN2fhOwCdoZHncWKqvuZeZo7Tyyv/AMZ+CHir2jvq9swY7jXUWebJ3aLAtliFDkWsqn0yFWEo+89CURiikmnl+1vVbkKMSarCYGDddXMtIgxdcelo5RSZEFahXwQ4I4WlB7YFHg+w1Hg0kFmniGX2Pwr7iygN3eljWSwETYfYhaozSBqlXTZvhCNWrZMFuZ+6kmJv8a2F4SRSWsRAYwZGcoreUFNw8XXgGYADuOkwW4XH4/QKvPlCWldN5+ra7RNXdFe2DmtxCBvbTbk9z5bdl7qSIoy7DqVF/lOWiIFIGGhVFaHTa9XWNh7PM1tShO1sFnhqwzXz2u0wwuvpk6HhsT/pK+5ir/27Z31xzRFrvzCbg619y/QlK48qFC2MGLC3pXOBWPuoUcVdf4EEfs13IhVQDLRgYKSS3hUI2wx/imdZdoroeE7nQrIt8uuAR1wdHKWnh5wHlUrgdsWSO70PYx9TV0o0iUdb519PKy/nP2WJGAidgZGcYugRpkjhYLFU/GaK7PFtCor0mxm4Whuv6FuPE9BdWBbDfFLXnujYh/npGAxxeF9x3F8GS6hCi4HGDOTWKaKI+73Vn7/g5ca0ZOsuMtHpbLFC6GwBL6nteWau2Fb187XcsT/LQebZyilZmwUGcusULdvK3gyWJl9U8eDiv+HRHiwG+YeBHYW7palVSt9wHCZ//XUXbUJJcR1OD6paw1fznkQMhMlAbp3iWfaP7guTyCR11dY7tH4IG7AZ4dDZfm057eZHexH2BKC6d3j3k371RB0O6zx+AXFgFFLh/2PnUtTxSX++GMitU+y+6Wu18YroPfI9XvHw3257Nz5/Ltjx3Mby/J1p/Smsv+bCR1HNvwv2jS0MD9FBSsRAaAzk1imGxmBaFNnBxytWrIrTnogkpbOTxcN1T7V4LS4rKC5+PNQpjp44dJpPBuQUuyTfB+1dDyMpw5ih8z7fw1XMTJYUTu+rzyZnhXSr8C+434dWg8X1z3Xd3QxEOX1QTrFLvh2numsXfozk9PRZ4870lyx3CwKfW5r6izNIqOoShB7EaNn/xMWCg2hSWDFgGJBTNEx0w5HrK1Ksqt92Rc5vx+ZdpdQO3KZ9RtZde9Fz2Kubs65Kw8XqUnNfRzEQhAE5xSDspS2s2cyqUOx4Zotb5T4aSdq77YjDf5m2pDW1p6f3i3j2Fmb1XDrjhlVTm76nB2KgTQbkFNskKguvWXbvg7ATE1zsD3BV8U5sHtUzhtVPfg9PP3bl1KFOwib5Lud6Y6/uf4ANllUt0EFKxEAgBuQUA9GXrsBry7Nfg2tgz/FobLPw/k6ssytmS9P09zzXp6to93wF97AbpD1zxvX3fLD+ua7FQCcMyCl2wlYG3rXdKjSKix1VobEAhDMcB9XQTLQnerPC+WdQsL7Ke5Zd/JL3mc7FQKcMyCl2yljK38equc48aGRsZ50tlu10sqRxYdl2KB+s7sJSYvY2DEk6a9aSlc6m0+2E0ztioJ4BOcV6RrJ+XSo5ThEzPs7qZOl+LMfllBSzuqUphyShtPs3zD5MA7wBM5b0bWf9W07Ifn04CREfVbTuIrPsPZ7Q2/PWe9uJZ2Z57eGoeAKFHRsWz32hnTBpfGdvddz/RDpewLjF9z5UnDo/jTbKpvQzIKeY/jzq3EIzXrHa3nhF2xp8e3qfsxlW51GmIQQW3N2DEvL1tAVto0s6KSmnwf52bIhyJkc78efhHTnFLsxlDGjezGRh7+b2Olv2LSybvZ7n+uwbqo69FQ5xC5zjcdrkqp4dXbfDgJxiOyxl7B3bsp12RbSu/THWWISPaC2m59kupncLgtYpePspt2eAQ1zMO0i4Nrl6mxqdtcmAnGKbRGXpNU5/c9rWCoV3zFyy6j0j2u4uLFuwK6lfHWfEtOCFs6qPLodH/An+KZhNrtoJpnfEgMNAnE5xEmJ0xpK53LMEw2uDW3A+YqnGDavDSAxYtSp0odR6vKLbS+s4zmI1fVuajpTMRs+5ViZmt1zDZ9rkqhFDuteKgTicIh3dccDjwEc9xnDF5KuAl1xs9TzTaUAGbHe8IrxCy/GKDxSm9iOq8cCLtUHQASNOSfC1i+euQtofwv9ZbXLVRp6oA+dtkuJwiociOu6pMQXAVKx9MhlnS4BlLso4ojlIEgYDKCFtdvW0dIpvb2ma/U6Wet60yVU9I7puh4E4nOLLMKQf+BSATdb3yXk4Y4M4HSGxCJCExMCGay58GrRug7rJc5bee0wztXaxNpMFGZC56X3N0mTua5Mrw4SOnTDQ08nLIb/L6vRC4DbgMIA/4DuBAcAInWUzYZU8iAQN3yzudOjFrk5Df/1/ftI7ZvzM7b95hgOZv9PI4KG3dp6FdwpvvPjsK3gepu1h6vKa3pHerT/9/s2TTzlvBiZFf/pdZ1y04teP3MN/0o2kI72NFHjvoTp6vHsdql5vHDoPxMCWZqGTdIobYdSwaxg/1OeB9wMDgBHLnNQd6SybJqru3WaXQcOnXm/P2HH3ogw+c+KR7+YPs2F64RCnMCEHHXHM+mbv8LkPaRifDz31QTrS+/Nv37jliFPOuwvDjv7kxDkfvxxOkTWWRtKR3kYKdK87GIij+tyMKa7Zt8B9OAFH/jgfcK91CIEB2y457Yr4D9JqEDcdZuWNibufCiHKVKrQJlepzJbUGhWnU9wJFrwdLafg+lYAv9nCG8DVwFZAEhIDk07Y+VOoIufHfOiGFUc2UduLLHj24c/M393keeZva5OrzGdhrAmI0ymy7bDfkzo27LN6PBooAcsASYgM3Dl/fgXquBp3oVQptuqF7opB262p0yZXrfnRU8NAnE7RxFl/3Isb1fqbug6HAfS3OFVoi1P+molV7Lqe5/qkapOrekZ03YyBNDjFZrbpfggMYObzDxw1VvNB3Jj9kYOSIljQJlchfFHdr0JOscvz+KDhtx5FEt8CTppWXsGB9AcIVlDo+pIiE61Nrg7Iet1owICcYgNSuunWneX5g+hIeQRpsvpKhXMapG33ISft+lWD+115S5tcdWW2hpooOcVQ6UypMtutQletRp0tT7odMik1PlyztMlVuHx2ozY5xW7M1fo0FWvjFdHXf6BTtHLSnujhxLvJlee2TsWAw4CcYg4+hFGVCqvPqEYX3junfO9Eb5IxJioX7YneNHs3ufLe17kYIANyijn4DlaU57Gj5TGgVC3ZZ3mTXMlLz7M30Tjft8lV3X1digE5xZx8A7ZdG6+I7Qn2G69o2ZXclRSZ5d5NrnLyCSiZbTKQ5IIQbZqo18JgAP/9foD5lJ/DpMr92hXXly8OdWolFysNw956HVHo5SZXo4q7FoEXzv+WiAGHAZUUc/Ih7LWHON2vgsHcp5/5d8vH5CTZLZPp3eSq5Yt6mCsG5BRzkt0by5dux1Q/LhAxavzO0VyiTQIG3t7kSnSIgRoDcoo5+hJQTXSn/LVcHCJHjBQK3k2ucpVwJbYpA3KKTanpvgeWXdzMVFl17Yrdl9LOUuRsctVZEL3dxQzIKXZx5tYnzbZ7WFLk+pVn1j/TtRgQAzUG5BRz9CWsK8/iPjjPAONylGwlVQx0xICG5HREV/OXoxgy0jy2QE9YhT4hkAYFFgNdzIBKil2cuQ2TZu/bD7rhY90UA3lnQE4xZ19A1ayYk7N0K7lioF0G5BTbZapL3ttQnvdrJGWgS5KjZIiB0BmQUwyd0iwotDZnwUrZKAaSYEBOMQnWE45z3yDuhO1Q9GIgjQzIKaYxVyK2qVp1V8yJOB6pFwNZZEBOMeW5xqE+YQ/3ua984RYk+3cpT7rMEwOJMCCnmAjtyUeK/aBr86CTN0UWiIFUMSCnmKrsiNEYjVeMkWxFlSUG4nSKk0DMV+vImY7rJ4BNwKi6Z7qMlgGVFKPlV9ozykAcTpErMXNl48eBj3p4morz9cAnAM7H3QNEsmoz9ErqGDiz+hi3IXi97rYuxUDuGYjDKR4KltcBU4AdHsbpEGcAXBH6Cvc+35HEwADXEcT/oAdiiEpRiIFMMRCHU3wZjPQDnwIOAowcjJNnzQWO24EjPdc6jZoBdbZEzbD0Z5CBpFbJaVRNZinyWIAlRyNc+6+ZBN1sKGj4ZnZl5v5vn9g4AGNzz0NmMkyGhskAh6U1lKScIp0dS4ZeYSlyk/cGzhs5T77C8E0TxRfakKDh24gi3a/0zfjIc4VvLxtKt5WyTgzEy0Ac1edmKWKJ8G73YT+OrE6/6l7rEAMDj105VQ4xBp4VRbYYiLOkuBPUeDtaLsJ1BTBVZHa6vAlIxIAYEAOJMRCnU7wNqSSMoPfTqR5zD2KWWIbNAx3FgBgQA0kxEKdTbJbG3c0e6L4YEANiIG4GkmxTjDutik8MiAEx0LUMmHbIrk2gEiYGxEAyDKikmAzvilUMiIGUMiCnmNKMkVliQAwkw4CcYjK8K1YxIAZSyoCcYkozRmaJATGQDANyisnwrljFgBhIKQNyiinNGJklBsRAMgzIKSbDu2IVA2IgpQzIKaY0Y2SWGBADyTAgp5gM74pVDIiBlDIgp5jSjJFZYkAMJMOAnGIyvCtWMSAGUsqAnGJKM0ZmiQExkAwDcorJ8K5YxYAYSCkDcoopzRiZJQbEQDIMyCkmw7tiFQNiIKUMyCmmNGNklhgQA8kwIKeYDO+KVQyIgZQyIKeY0oyRWWJADCTDgJxiMrwrVjEgBlLKgJxiSjNGZokBMZAMA3KKyfCuWMWAGEgpA3KKKc0YmSUGxEAyDMgpJsO7YhUDYiClDPQkaJeFuJd54p+I8ysB7ensIUWnYkAMxMtAkiXFI5DUq4CXXGyNN+mKTQyIATGQLgamwpyyT5NUmvRJnIKJATGQXgYWwTQ6NwNetytyiu0ypffEgBjoiAG26yUl0xHxkcBtwGHANuBoYAAw0sr5HW9e0lEMiAEx0CEDWzp8P5bX6zt5BhDr/DZjbuUs21Sh18SAGBAD6WKAjm2Ba9IEHHk92b0e6SCnOBJDei4GxEDmGDgZFtO5GahNMXNZKIPFgBiIgoFRUNrp0CCVFKPICekUA2IgswzIKWY262S4GEg3A52W0NKdGlknBsSAGAjIgJxiQAIVXAyIge5iQE6xu/JTqREDYiAgA3KKAQlUcDEgBrqLATnF7spPpUYMiIGADMgpBiRQwcWAGOguBuQUuys/lRoxIAYCMiCnGJBABRcDYqC7GJBT7K78VGrEgBgIyICcYkACFVwMiIHuYkBOsbvyU6kRA2IgIANyigEJVHAxIAa6iwE5xe7KTzs6drIAAAk2SURBVKVGDIiBgAzIKQYkUMHFgBjoLgbkFLsrP5UaMSAGAjIgpxiQQAUXA2KguxiQU+yu/FRqxIAYCMiAnGJAAhVcDIiB7mJATrG78lOpEQNiICADcooBCVRwMSAGuosBOcXuyk+lRgyIgYAMyCkGJFDBxYAY6C4G5BS7Kz+VGjEgBgIyIKcYkEAFFwNioLsYkFPsrvxUasSAGAjIQNJOcTrsfwLYBIwKmBYFFwNiQAxkmoGpsN4GzgZucc8tHNsRhpOIATEgBrqKgdeRGpYUjdDR9ZuLEY5yiiMQpMdiQAz4YyDJ6vPBMPlZj9nbcX6k51qnYkAMiIHYGeiJPcZahI2qyTvw6FjgQY9NrUqErZ55VOhUDIgBMdCQgUZ+qOGLcd1k9bnfE1n9tefRAadBHWLQ8AcY5N6Q3hoR4kE8eH8jafweorLJm+6Oz1ciBHueKf0AjZwAtCNBExQ0fDMbpbfGjHgQD97fSBq/h6hs8qa743O2Z9IwA2+ny0jKgiYoaPhm9klvjRnxIB68v5E0fg9NbUqqTZGEVQHW6ccAQ8AwIBEDYkAMJMpAkk7RJHy3OdFRDIgBMSAG/DFQ9hdMocSAGBADDgNl8SAGxIAYEANiQAyIATEgBsRAIwbYobMA4BAgjoccAL4KHAakUSbDKGPryR4D5+Oc6fArbENmeM475zmHRZGPIDoR/ACZhDsDB9zt/IY37TynToLz5YMI+S27CqjLdjHPvefnwG+MeoLa1ijuUbj5SYD5xlEbtwPMN94LKvym+B1sAqiX10H7GqL6vUX1u0CS8yf8gPjBLgKmA/z4+SHwHj80v8LMb4YgOmkXF8mgvTznx0DhdZknPoW6DBc8p+Plj4DnPPoR4wD5o6I+gvpMXAtw7kfMkC3yyziorwxQH8+Zj36kB4GMLqOXzoX6eN8vD7ST4QlywVEVYQl11uebsTeIYzT2lqHfnJv8C1JgMLaG+Xsz/EbxuwgrnzKjhw6FGd5I+GExA/0IPxrzITU6lv0oRZh+wGuvcVpUF8QpGnupxzgGM/edpTBvnHynXaGuAYDhFwDUVQZ4zVKTceg47UjMj4CB+MPnj8EI4/Cbb/0Ia9JKvawxGGn1rZh3mh2NvSzV0VbGwSMdbxDx5ht1Uy/jovQDJi287kTMPwQThk7c6GKhgc7Rj7TiMMjvrR/GGPtoV1i/C+raT8yPYr+bXXZhhvyYD8mbvCD/zV+GoiNdZYfjONaDiTi/3n3W6WGwLsBy95of1La6Z51cjvO8zDGhdwDej8zzuKNT6uoHrgZuBX4D3AhQOI99q3Pm/0+jfNsLdTt8qjTh+O2vB2Z49JyG882eaz+nQwh0BXAIQAfxGkCeFwBBxfxeDScToPB5n0oPqgtHTo38DCenmIsOj1H93qL6XXSYvO55nf/1+GGyzYSlA5a4zL3jcB5EWGIxH2sQPd6w1El7+R+bYkoLvEfb/QrDE/wxGaGz5T3yElRMKYH6BgIq4w/f2GuO/CfW795fgKNfuQUBqXOTexzAMej3YOyt/xZ4zSaaIM005nswPPBYBnhkicmvMDx1M+95zt+HKY0G+R4Ml2H/3gwPYf8ukOx8Cj9K/hj4QyDoXLzOAZepEjqrkz0W0VZW9cwH4XnU9mkP3mS6J3lCkIsgPwCPKueUzoE/BiIMoVNh2g0X5CUMe/mPhnrIKb8L8hKk5sB0rwR4DFuok00Rx7mKaSsdTxCHSFXklrpo9wKAQq6D6qWeqH5vUfwuaG+uhB/UAMBSTJgivTU2xYN4qP9dGSdufnPG8dKxB5Go9AaxKZNhSSSrBgRLBbwOQ6S3xqJ4EA/1vyfze/Mey3iJ10FqOl595jwMvTArX2J+tKwWmLaOBThn20kQkd4ae+JBPHh/R4fhgg6LwmYanrPZhsLqv3nm3OjgT1R6OzChe141P1oeKcwY02DLDGIbhR+R3hpr4kE8eH8/rDIbx0dnyHPz2+vHOX97fiQqvX5syXwY86Ot7xVkyXEB4Lc4L721T0M8iIcaA2//pSP0FjxYQ+PvjPeDdJJFpRdm5Uv4ox0AeAxTpLfGpngQD/W/K5YQ6fzoCHnO3m06tDIQRKLSu59NYTuK/ZSn7ILtG+cAHHbBAbWPAX6L8gi6T6S3RoV4EA/7fhQ4ydr34LU9F+ccM8f/VI3A/z5+RXprzIkH8eD9DWXte/DanotzlgzpDE1v83E4HwAoHKLDDPQj0ltjTTyIB+/vJ2vfg9f23Jz3I6V0il4x195ufu/zds778ZLRY94319JbY0Q8iAcykObfRS2HcvaXvc7MlEUAf6QsGQ4ApoPgFpz7EemtsSYexIP395O178Fre67O6QzNEIEncM6qNO/xPEibovSCQIh4EA81BrLJg9d2nYsBMSAGxIAYEANiQAyIgSYM5GGcInvD1gDPAGbVDkPHBJywB3qFudHBUXprZIkH8eD92WTte/Da7pwHaU87QFlKb3BF4R8BVwFLgF2AkXE4obP0I9JbY008iAfv7ydr34PX9tydswc6ipKx9NY+JfEgHrxOJWvfg9f23Jz3R5RS6a0RKx7EQ42BbPLgtV3nYkAMiAExIAbEgBgQA2JADIgBMSAGxIAYEANiQAyIATEgBsSAGBADYkAMiAExIAbEgBjIAQNmfw/vikY851i46TlIv5IoBsSAGDiAATpAgtPIOBPLXONUIgbCY4Brn0nEQBYYON018nM4/kf3/BT3yE2SjJMsu/d44Lm5z5Ilv3fOauKScbzmcnL9gEQMiAExkEkGBmC1cXJ0bJQFAO8tAoxzLOO80X2+Q6dodPB4GCARA/sYyMOCEPsSq5PMM8DS4jY3FXPc4xL3yMU9jPxXnLwTONy9Md888By/gfMrPNc6FQMOA6o+60PIEgMvw9ifAs8DW+sM34Xrt4BPAVcCHwO+ApwK3ATUiylp1t/Xdc4ZkFPM+QfQBcn/tpuGh3BcD9wATAdMKZClRiN0mkbGmhMdxYAYEANZZoAlPG8pj22EmwDTTsjOE+7Bc7bn3oB7vhJHvs932f4oEQNiQAx0LQNsH6cz9AprQrwvEQNiQAyIATEgBsSAGBADYkAMiAExIAbEgBgQA2JADIgBMSAGxIAYEANiQAyIATEgBsSAGBADYkAMiIFkGPi/Uaq78Hv+/T8AAAAASUVORK5CYII=" }, "metadata": { "jupyter-vega": "#7e3f4d04-0efb-4d8f-92a9-2da907587a9c" }, "output_type": "display_data" } ], "source": [ "# let's update\n", "cars_df['Year'] = cars_df['Year'].apply(lambda x:x.split(\"-\")[0])\n", "\n", "# let's show the new graph\n", "alt.Chart(cars_df).mark_line().encode(y='Miles_per_Gallon', x='Year')\n", "\n", "# How can we improve? we have multiple observations per year, so let's get the average" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n" ] }, "metadata": { "jupyter-vega": "#84957373-a1f2-47ad-9b35-7e6d0bd3032d" }, "output_type": "display_data" }, { "data": { "application/javascript": [ "var spec = {\"encoding\": {\"x\": {\"type\": \"nominal\", \"field\": \"Year\"}, \"y\": {\"type\": \"quantitative\", \"field\": \"Miles_per_Gallon\", \"aggregate\": \"mean\"}}, \"mark\": \"line\", \"config\": {\"cell\": {\"height\": 350, \"width\": 500}}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v1.2.1.json\", \"data\": {\"values\": [{\"Horsepower\": 130.0, \"Weight_in_lbs\": 3504, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 307.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevrolet chevelle malibu\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 3693, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"buick skylark 320\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3436, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth satellite\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3433, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc rebel sst\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 3449, \"Acceleration\": 10.5, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford torino\"}, {\"Horsepower\": 198.0, \"Weight_in_lbs\": 4341, \"Acceleration\": 10.0, \"Cylinders\": 8, \"Displacement\": 429.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford galaxie 500\"}, {\"Horsepower\": 220.0, \"Weight_in_lbs\": 4354, \"Acceleration\": 9.0, \"Cylinders\": 8, \"Displacement\": 454.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevrolet impala\"}, {\"Horsepower\": 215.0, \"Weight_in_lbs\": 4312, \"Acceleration\": 8.5, \"Cylinders\": 8, \"Displacement\": 440.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth fury iii\"}, {\"Horsepower\": 225.0, \"Weight_in_lbs\": 4425, \"Acceleration\": 10.0, \"Cylinders\": 8, \"Displacement\": 455.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"pontiac catalina\"}, {\"Horsepower\": 190.0, \"Weight_in_lbs\": 3850, \"Acceleration\": 8.5, \"Cylinders\": 8, \"Displacement\": 390.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc ambassador dpl\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 3090, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 133.0, \"Miles_per_Gallon\": null, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"citroen ds-21 pallas\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 4142, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevrolet chevelle concours (sw)\"}, {\"Horsepower\": 153.0, \"Weight_in_lbs\": 4034, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford torino (sw)\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 4166, \"Acceleration\": 10.5, \"Cylinders\": 8, \"Displacement\": 383.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth satellite (sw)\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 3850, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc rebel sst (sw)\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 3563, \"Acceleration\": 10.0, \"Cylinders\": 8, \"Displacement\": 383.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"dodge challenger se\"}, {\"Horsepower\": 160.0, \"Weight_in_lbs\": 3609, \"Acceleration\": 8.0, \"Cylinders\": 8, \"Displacement\": 340.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth 'cuda 340\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 3353, \"Acceleration\": 8.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford mustang boss 302\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3761, \"Acceleration\": 9.5, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevrolet monte carlo\"}, {\"Horsepower\": 225.0, \"Weight_in_lbs\": 3086, \"Acceleration\": 10.0, \"Cylinders\": 8, \"Displacement\": 455.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"buick estate wagon (sw)\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2372, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 113.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1970\", \"Name\": \"toyota corona mark ii\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2833, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 198.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth duster\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2774, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 199.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2587, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Japan\", \"Year\": \"1970\", \"Name\": \"datsun pl510\"}, {\"Horsepower\": 46.0, \"Weight_in_lbs\": 1835, \"Acceleration\": 20.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"volkswagen 1131 deluxe sedan\"}, {\"Horsepower\": 87.0, \"Weight_in_lbs\": 2672, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 110.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2430, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"audi 100 ls\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2375, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 104.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"saab 99e\"}, {\"Horsepower\": 113.0, \"Weight_in_lbs\": 2234, \"Acceleration\": 12.5, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"bmw 2002\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2648, \"Acceleration\": 15.0, \"Cylinders\": 6, \"Displacement\": 199.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc gremlin\"}, {\"Horsepower\": 215.0, \"Weight_in_lbs\": 4615, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": 10.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford f250\"}, {\"Horsepower\": 200.0, \"Weight_in_lbs\": 4376, \"Acceleration\": 15.0, \"Cylinders\": 8, \"Displacement\": 307.0, \"Miles_per_Gallon\": 10.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevy c20\"}, {\"Horsepower\": 210.0, \"Weight_in_lbs\": 4382, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 11.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"dodge d200\"}, {\"Horsepower\": 193.0, \"Weight_in_lbs\": 4732, \"Acceleration\": 18.5, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 9.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"hi 1200d\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Japan\", \"Year\": \"1971\", \"Name\": \"datsun pl510\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2264, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"chevrolet vega 2300\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2228, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 113.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Japan\", \"Year\": \"1971\", \"Name\": \"toyota corona\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2046, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 1978, \"Acceleration\": 20.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": null, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"volkswagen super beetle 117\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2634, \"Acceleration\": 13.0, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"amc gremlin\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3439, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"plymouth satellite custom\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3329, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"chevrolet chevelle malibu\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3302, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"ford torino 500\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3288, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"amc matador\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 4209, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"chevrolet impala\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 4464, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"pontiac catalina brougham\"}, {\"Horsepower\": 153.0, \"Weight_in_lbs\": 4154, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"ford galaxie 500\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4096, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"plymouth fury iii\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 4955, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 383.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"dodge monaco (sw)\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 4746, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"ford country squire (sw)\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 5140, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"pontiac safari (sw)\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2962, \"Acceleration\": 13.5, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"amc hornet sportabout (sw)\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2408, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"chevrolet vega (sw)\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3282, \"Acceleration\": 15.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"pontiac firebird\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3139, \"Acceleration\": 14.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"ford mustang\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2220, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"mercury capri 2000\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2123, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 116.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"opel 1900\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2074, \"Acceleration\": 19.5, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"peugeot 304\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 2065, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 88.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"fiat 124b\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1773, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 71.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1971\", \"Name\": \"toyota corolla 1200\"}, {\"Horsepower\": 69.0, \"Weight_in_lbs\": 1613, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 72.0, \"Miles_per_Gallon\": 35.0, \"Origin\": \"Japan\", \"Year\": \"1971\", \"Name\": \"datsun 1200\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1834, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"volkswagen model 111\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1955, \"Acceleration\": 20.5, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"plymouth cricket\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2278, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 113.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"toyota corona hardtop\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2126, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 97.5, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"dodge colt hardtop\"}, {\"Horsepower\": 54.0, \"Weight_in_lbs\": 2254, \"Acceleration\": 23.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"volkswagen type 3\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2408, \"Acceleration\": 19.5, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"chevrolet vega\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2226, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"ford pinto runabout\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 4274, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"chevrolet impala\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 4385, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"pontiac catalina\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4135, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"plymouth fury iii\"}, {\"Horsepower\": 153.0, \"Weight_in_lbs\": 4129, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"ford galaxie 500\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3672, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"amc ambassador sst\"}, {\"Horsepower\": 208.0, \"Weight_in_lbs\": 4633, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 429.0, \"Miles_per_Gallon\": 11.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"mercury marquis\"}, {\"Horsepower\": 155.0, \"Weight_in_lbs\": 4502, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"buick lesabre custom\"}, {\"Horsepower\": 160.0, \"Weight_in_lbs\": 4456, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"oldsmobile delta 88 royale\"}, {\"Horsepower\": 190.0, \"Weight_in_lbs\": 4422, \"Acceleration\": 12.5, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"chrysler newport royal\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2330, \"Acceleration\": 13.5, \"Cylinders\": 3, \"Displacement\": 70.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"mazda rx2 coupe\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3892, \"Acceleration\": 12.5, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"amc matador (sw)\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 4098, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 307.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"chevrolet chevelle concours (sw)\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4294, \"Acceleration\": 16.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"ford gran torino (sw)\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4077, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"plymouth satellite custom (sw)\"}, {\"Horsepower\": 112.0, \"Weight_in_lbs\": 2933, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"volvo 145e (sw)\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 2511, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"volkswagen 411 (sw)\"}, {\"Horsepower\": 87.0, \"Weight_in_lbs\": 2979, \"Acceleration\": 19.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"peugeot 504 (sw)\"}, {\"Horsepower\": 69.0, \"Weight_in_lbs\": 2189, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 96.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"renault 12 (sw)\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2395, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"ford pinto (sw)\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2288, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"datsun 510 (sw)\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2506, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"toyouta corona mark ii (sw)\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2164, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"dodge colt (sw)\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2100, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"toyota corolla 1600 (sw)\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 4100, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", 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\"Displacement\": 429.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"mercury marquis brougham\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4464, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"chevrolet caprice classic\"}, {\"Horsepower\": 158.0, \"Weight_in_lbs\": 4363, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"ford ltd\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4237, \"Acceleration\": 14.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"plymouth fury gran sedan\"}, {\"Horsepower\": 215.0, \"Weight_in_lbs\": 4735, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 440.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": 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\"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3021, \"Acceleration\": 16.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2904, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 198.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"plymouth duster\"}, {\"Horsepower\": 46.0, \"Weight_in_lbs\": 1950, \"Acceleration\": 21.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1973\", \"Name\": \"volkswagen super beetle\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4997, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 11.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": 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\"Displacement\": 97.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"Japan\", \"Year\": \"1973\", \"Name\": \"toyota carina\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2401, \"Acceleration\": 19.5, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"chevrolet vega\"}, {\"Horsepower\": 94.0, \"Weight_in_lbs\": 2379, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"Japan\", \"Year\": \"1973\", \"Name\": \"datsun 610\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2124, \"Acceleration\": 13.5, \"Cylinders\": 3, \"Displacement\": 70.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"Japan\", \"Year\": \"1973\", \"Name\": \"maxda rx3\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2310, \"Acceleration\": 18.5, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 107.0, 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29.0, \"Origin\": \"Europe\", \"Year\": \"1973\", \"Name\": \"fiat 128\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2158, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 116.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Europe\", \"Year\": \"1973\", \"Name\": \"opel manta\"}, {\"Horsepower\": 91.0, \"Weight_in_lbs\": 2582, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 114.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"Europe\", \"Year\": \"1973\", \"Name\": \"audi 100ls\"}, {\"Horsepower\": 112.0, \"Weight_in_lbs\": 2868, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Europe\", \"Year\": \"1973\", \"Name\": \"volvo 144ea\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3399, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"dodge dart custom\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2660, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Europe\", \"Year\": \"1973\", \"Name\": \"saab 99le\"}, {\"Horsepower\": 122.0, \"Weight_in_lbs\": 2807, \"Acceleration\": 13.5, \"Cylinders\": 6, \"Displacement\": 156.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"Japan\", \"Year\": \"1973\", \"Name\": \"toyota mark ii\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 3664, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 11.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"oldsmobile omega\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3102, \"Acceleration\": 16.5, \"Cylinders\": 6, \"Displacement\": 198.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"plymouth duster\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2875, \"Acceleration\": 17.0, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2901, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3336, \"Acceleration\": 17.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"chevrolet nova\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1950, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1974\", \"Name\": \"datsun b210\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2451, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1836, \"Acceleration\": 21.0, \"Cylinders\": 4, \"Displacement\": 71.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1974\", \"Name\": \"toyota corolla 1200\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2542, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"chevrolet vega\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3781, \"Acceleration\": 17.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"chevrolet chevelle malibu classic\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3632, \"Acceleration\": 18.0, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"amc matador\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3613, \"Acceleration\": 16.5, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"plymouth satellite sebring\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4141, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"ford gran torino\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4699, \"Acceleration\": 14.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"buick century luxus (sw)\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4457, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"dodge coronet custom (sw)\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4638, \"Acceleration\": 16.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"ford gran torino (sw)\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4257, \"Acceleration\": 15.5, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"amc matador (sw)\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2219, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1974\", \"Name\": \"audi fox\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1963, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1974\", \"Name\": \"volkswagen dasher\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1974\", \"Name\": \"opel manta\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 1649, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 76.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1974\", \"Name\": \"toyota corona\"}, {\"Horsepower\": 61.0, \"Weight_in_lbs\": 2003, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 83.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1974\", \"Name\": \"datsun 710\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2125, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"dodge colt\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2108, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Europe\", \"Year\": \"1974\", \"Name\": \"fiat 128\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2246, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 116.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1974\", \"Name\": \"fiat 124 tc\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2489, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1974\", \"Name\": \"honda civic\"}, {\"Horsepower\": 93.0, \"Weight_in_lbs\": 2391, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Japan\", \"Year\": \"1974\", \"Name\": \"subaru\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2000, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Europe\", \"Year\": \"1974\", \"Name\": \"fiat x1.9\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3264, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"plymouth valiant custom\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3459, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"chevrolet nova\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 3432, \"Acceleration\": 21.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"mercury monarch\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 3158, \"Acceleration\": 19.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 4668, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"pontiac catalina\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 4440, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"chevrolet bel air\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4498, \"Acceleration\": 14.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"plymouth grand fury\"}, {\"Horsepower\": 148.0, \"Weight_in_lbs\": 4657, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"ford ltd\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3907, \"Acceleration\": 21.0, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"buick century\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3897, \"Acceleration\": 18.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"chevroelt chevelle malibu\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3730, \"Acceleration\": 19.0, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"amc matador\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3785, \"Acceleration\": 19.0, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"plymouth fury\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3039, \"Acceleration\": 15.0, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"buick skyhawk\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3221, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 262.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"chevrolet monza 2+2\"}, {\"Horsepower\": 129.0, \"Weight_in_lbs\": 3169, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"ford mustang ii\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2171, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Japan\", \"Year\": \"1975\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 83.0, 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\"Year\": \"1975\", \"Name\": \"volkswagen dasher\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2545, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1975\", \"Name\": \"datsun 710\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2984, \"Acceleration\": 14.5, \"Cylinders\": 6, \"Displacement\": 171.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1937, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1975\", \"Name\": \"volkswagen rabbit\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3211, \"Acceleration\": 17.0, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"amc pacer\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2694, \"Acceleration\": 15.0, \"Cylinders\": 4, 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\"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 2164, \"Acceleration\": 22.1, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 24.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevrolet woody\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1937, \"Acceleration\": 14.2, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"vw rabbit\"}, {\"Horsepower\": 53.0, \"Weight_in_lbs\": 1795, \"Acceleration\": 17.4, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 33.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"honda civic\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3651, \"Acceleration\": 17.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"dodge aspen se\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 3574, \"Acceleration\": 21.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford granada ghia\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3645, \"Acceleration\": 16.2, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"pontiac ventura sj\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3193, \"Acceleration\": 17.8, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"amc pacer d/l\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1825, \"Acceleration\": 12.2, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.5, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"volkswagen rabbit\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1990, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"datsun b-210\"}, {\"Horsepower\": 75.0, 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15.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford f108\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3755, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"dodge d100\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2045, \"Acceleration\": 18.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 31.5, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"honda Accelerationord cvcc\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 14.8, \"Cylinders\": 4, \"Displacement\": 111.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"buick opel isuzu deluxe\"}, {\"Horsepower\": 58.0, \"Weight_in_lbs\": 1825, \"Acceleration\": 18.6, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"renault 5 gtl\"}, {\"Horsepower\": 96.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 25.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"plymouth arrow gs\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1945, \"Acceleration\": 16.8, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"datsun f-10 hatchback\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 3880, \"Acceleration\": 12.5, \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet caprice classic\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 4060, \"Acceleration\": 19.0, \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"oldsmobile cutlass supreme\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 4140, \"Acceleration\": 13.7, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"dodge monaco brougham\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 4295, \"Acceleration\": 14.9, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"mercury cougar brougham\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3520, \"Acceleration\": 16.4, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet concours\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3425, \"Acceleration\": 16.9, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"buick skylark\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3630, \"Acceleration\": 17.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"plymouth volare custom\"}, {\"Horsepower\": 98.0, \"Weight_in_lbs\": 3525, \"Acceleration\": 19.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"ford granada\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 4220, \"Acceleration\": 11.1, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"pontiac grand prix lj\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 4165, \"Acceleration\": 11.4, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet monte carlo landau\"}, {\"Horsepower\": 190.0, \"Weight_in_lbs\": 4325, \"Acceleration\": 12.2, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chrysler cordoba\"}, {\"Horsepower\": 149.0, \"Weight_in_lbs\": 4335, \"Acceleration\": 14.5, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"ford thunderbird\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 1940, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"volkswagen rabbit custom\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2740, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 24.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"pontiac sunbird coupe\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2265, \"Acceleration\": 18.2, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"toyota corolla liftback\"}, {\"Horsepower\": 89.0, \"Weight_in_lbs\": 2755, \"Acceleration\": 15.8, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"ford mustang ii 2+2\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2051, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 30.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2075, \"Acceleration\": 15.9, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"dodge colt m/m\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"subaru dl\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2190, \"Acceleration\": 14.1, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 30.5, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"volkswagen dasher\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2815, \"Acceleration\": 14.5, \"Cylinders\": 6, \"Displacement\": 146.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"datsun 810\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2600, \"Acceleration\": 12.8, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"bmw 320i\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2720, \"Acceleration\": 13.5, \"Cylinders\": 3, \"Displacement\": 80.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"mazda rx-4\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 21.5, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 43.1, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"volkswagen rabbit custom diesel\"}, {\"Horsepower\": 66.0, \"Weight_in_lbs\": 1800, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 36.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fiesta\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 19.4, \"Cylinders\": 4, \"Displacement\": 78.0, \"Miles_per_Gallon\": 32.8, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"mazda glc deluxe\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2070, \"Acceleration\": 18.6, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 39.4, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"datsun b210 gx\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1800, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 36.1, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"honda civic cvcc\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3365, \"Acceleration\": 15.5, \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 19.9, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"oldsmobile cutlass salon brougham\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 3735, \"Acceleration\": 13.2, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 19.4, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge diplomat\"}, {\"Horsepower\": 139.0, \"Weight_in_lbs\": 3570, \"Acceleration\": 12.8, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"mercury monarch ghia\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3535, \"Acceleration\": 19.2, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 19.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"pontiac phoenix lj\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3155, \"Acceleration\": 18.2, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"chevrolet malibu\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2965, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fairmont (auto)\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2720, \"Acceleration\": 15.4, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fairmont (man)\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3430, \"Acceleration\": 17.2, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"plymouth volare\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3210, \"Acceleration\": 17.2, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.4, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"amc concord\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3380, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 20.6, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"buick century special\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3070, \"Acceleration\": 16.7, \"Cylinders\": 6, \"Displacement\": 200.0, 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{\"Horsepower\": 139.0, \"Weight_in_lbs\": 3205, \"Acceleration\": 11.2, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 18.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford futura\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4080, \"Acceleration\": 13.7, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge magnum xe\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2560, \"Acceleration\": 14.2, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 27.5, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"toyota corona\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"datsun 510\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2230, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 30.9, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge omni\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2515, \"Acceleration\": 14.8, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 21.1, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"toyota celica gt liftback\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 2745, \"Acceleration\": 16.7, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 23.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"plymouth sapporo\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2855, \"Acceleration\": 17.6, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 23.8, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"oldsmobile starfire sx\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2405, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 23.9, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"datsun 200-sx\"}, {\"Horsepower\": 103.0, \"Weight_in_lbs\": 2830, \"Acceleration\": 15.9, \"Cylinders\": 5, \"Displacement\": 131.0, \"Miles_per_Gallon\": 20.3, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"audi 5000\"}, {\"Horsepower\": 125.0, \"Weight_in_lbs\": 3140, \"Acceleration\": 13.6, \"Cylinders\": 6, \"Displacement\": 163.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"volvo 264gl\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2795, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 21.6, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"saab 99gle\"}, {\"Horsepower\": 133.0, \"Weight_in_lbs\": 3410, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 163.0, \"Miles_per_Gallon\": 16.2, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"peugeot 604sl\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1990, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 31.5, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"volkswagen scirocco\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2135, \"Acceleration\": 16.6, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.5, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"honda Accelerationord lx\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 3245, \"Acceleration\": 15.4, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"pontiac lemans v6\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2990, \"Acceleration\": 18.2, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 19.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"mercury zephyr 6\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2890, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 22.3, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"ford fairmont 4\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3265, \"Acceleration\": 18.2, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"amc concord dl 6\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3360, \"Acceleration\": 16.6, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.6, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"dodge aspen 6\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 3840, \"Acceleration\": 15.4, \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chevrolet caprice classic\"}, {\"Horsepower\": 129.0, \"Weight_in_lbs\": 3725, \"Acceleration\": 13.4, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 17.6, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": 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8, \"Displacement\": 267.0, \"Miles_per_Gallon\": 19.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chevrolet malibu classic (sw)\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3940, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chrysler lebaron town @ country (sw)\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1925, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 31.9, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"vw rabbit custom\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1975, \"Acceleration\": 15.2, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 34.1, \"Origin\": \"Japan\", \"Year\": \"1979\", \"Name\": \"maxda glc deluxe\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 1915, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 35.7, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"dodge colt hatchback custom\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2670, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 27.4, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"amc spirit dl\"}, {\"Horsepower\": 77.0, \"Weight_in_lbs\": 3530, \"Acceleration\": 20.1, \"Cylinders\": 5, \"Displacement\": 183.0, \"Miles_per_Gallon\": 25.4, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"mercedes benz 300d\"}, {\"Horsepower\": 125.0, \"Weight_in_lbs\": 3900, \"Acceleration\": 17.4, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"cadillac eldorado\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 3190, \"Acceleration\": 24.8, \"Cylinders\": 4, \"Displacement\": 141.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3420, \"Acceleration\": 22.2, \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 23.9, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"oldsmobile cutlass salon brougham\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2200, \"Acceleration\": 13.2, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"plymouth horizon\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2150, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"plymouth horizon tc3\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2020, \"Acceleration\": 19.2, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 31.8, \"Origin\": \"Japan\", \"Year\": \"1979\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 69.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 37.3, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"fiat strada custom\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2670, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 28.4, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"buick skylark limited\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2595, \"Acceleration\": 11.3, \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 28.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2700, \"Acceleration\": 12.9, \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 26.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"oldsmobile omega brougham\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2556, \"Acceleration\": 13.2, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"pontiac phoenix\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 2144, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 41.5, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw rabbit\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1968, \"Acceleration\": 18.8, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 38.1, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corolla tercel\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2120, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 32.1, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2019, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 37.2, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 310\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2678, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2870, \"Acceleration\": 18.1, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 26.4, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"ford fairmont\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3003, \"Acceleration\": 20.1, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 24.3, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"amc concord\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3381, \"Acceleration\": 18.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.1, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"dodge aspen\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2188, \"Acceleration\": 15.8, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 34.3, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"audi 4000\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2711, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 29.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corona liftback\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2542, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 31.3, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"mazda 626\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2434, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 510 hatchback\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2265, \"Acceleration\": 15.2, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 32.2, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2110, \"Acceleration\": 17.9, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 46.6, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"mazda glc\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 2800, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 27.9, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"dodge colt\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2110, \"Acceleration\": 19.2, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 40.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 2085, \"Acceleration\": 21.7, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 44.3, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw rabbit c (diesel)\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 2335, \"Acceleration\": 23.7, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 43.4, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw dasher (diesel)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2950, \"Acceleration\": 19.9, \"Cylinders\": 5, \"Displacement\": 121.0, \"Miles_per_Gallon\": 36.4, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"audi 5000s (diesel)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 3250, \"Acceleration\": 21.8, \"Cylinders\": 4, \"Displacement\": 146.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"mercedes-benz 240d\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1850, \"Acceleration\": 13.8, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 44.6, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"honda civic 1500 gl\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 1835, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 40.9, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"renault lecar deluxe\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2145, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 33.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"subaru dl\"}, {\"Horsepower\": 62.0, \"Weight_in_lbs\": 1845, \"Acceleration\": 15.3, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 29.8, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vokswagen rabbit\"}, {\"Horsepower\": 132.0, \"Weight_in_lbs\": 2910, \"Acceleration\": 11.4, \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 32.7, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 280-zx\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2420, \"Acceleration\": 12.5, \"Cylinders\": 3, \"Displacement\": 70.0, \"Miles_per_Gallon\": 23.7, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"mazda rx-7 gs\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2500, \"Acceleration\": 15.1, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 35.0, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"triumph tr7 coupe\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2905, \"Acceleration\": 14.3, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 23.6, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"ford mustang cobra\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2290, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 32.4, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"honda Accelerationord\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2490, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth reliant\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2635, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 26.6, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"buick skylark\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2620, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 25.8, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge aries wagon (sw)\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2725, \"Acceleration\": 12.6, \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 23.5, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2385, \"Acceleration\": 12.9, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth reliant\"}, {\"Horsepower\": 58.0, \"Weight_in_lbs\": 1755, \"Acceleration\": 16.9, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 39.1, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota starlet\"}, {\"Horsepower\": 64.0, \"Weight_in_lbs\": 1875, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 39.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth champ\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1760, \"Acceleration\": 16.1, \"Cylinders\": 4, \"Displacement\": 81.0, \"Miles_per_Gallon\": 35.1, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda civic 1300\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2065, \"Acceleration\": 17.8, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 32.3, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"subaru\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1975, \"Acceleration\": 19.4, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 62.0, \"Weight_in_lbs\": 2050, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 37.7, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota tercel\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 34.1, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda glc 4\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2215, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.7, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth horizon 4\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2045, \"Acceleration\": 16.2, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 34.4, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford escort 4w\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2380, \"Acceleration\": 20.7, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.9, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford escort 2h\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 2190, \"Acceleration\": 14.2, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 33.0, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"volkswagen jetta\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2320, \"Acceleration\": 15.8, \"Cylinders\": 4, \"Displacement\": 100.0, \"Miles_per_Gallon\": 34.5, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"renault 18i\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2210, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 33.7, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda prelude\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2350, \"Acceleration\": 16.8, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 32.4, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2615, \"Acceleration\": 14.8, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 32.9, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 200sx\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 2635, \"Acceleration\": 18.3, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 31.6, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda 626\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 3230, \"Acceleration\": 20.4, \"Cylinders\": 4, \"Displacement\": 141.0, \"Miles_per_Gallon\": 28.1, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"peugeot 505s turbo diesel\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2800, \"Acceleration\": 15.4, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": null, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"saab 900s\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 3160, \"Acceleration\": 19.6, \"Cylinders\": 6, \"Displacement\": 145.0, \"Miles_per_Gallon\": 30.7, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"volvo diesel\"}, {\"Horsepower\": 116.0, \"Weight_in_lbs\": 2900, \"Acceleration\": 12.6, \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 25.4, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota cressida\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 2930, \"Acceleration\": 13.8, \"Cylinders\": 6, \"Displacement\": 146.0, \"Miles_per_Gallon\": 24.2, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 810 maxima\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3415, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 22.4, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"buick century\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3725, \"Acceleration\": 19.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 26.6, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"oldsmobile cutlass ls\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3060, \"Acceleration\": 17.1, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford granada gl\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3465, \"Acceleration\": 16.6, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 17.6, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chrysler lebaron salon\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2605, \"Acceleration\": 19.6, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet 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\"Displacement\": 151.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"pontiac phoenix\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2865, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford fairmont futura\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 3035, \"Acceleration\": 20.5, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"amc concord dl\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 1980, \"Acceleration\": 15.3, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"volkswagen rabbit l\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2025, \"Acceleration\": 18.2, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda glc custom 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\"Miles_per_Gallon\": 36.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda Accelerationord\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2245, \"Acceleration\": 16.9, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 34.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1965, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda civic\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1965, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda civic (auto)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1995, \"Acceleration\": 16.2, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 310 gx\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2945, \"Acceleration\": 16.4, \"Cylinders\": 6, \"Displacement\": 181.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"buick century limited\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3015, \"Acceleration\": 17.0, \"Cylinders\": 6, \"Displacement\": 262.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"oldsmobile cutlass ciera (diesel)\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2585, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chrysler lebaron medallion\"}, {\"Horsepower\": 112.0, \"Weight_in_lbs\": 2835, \"Acceleration\": 14.7, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford granada l\"}, {\"Horsepower\": 96.0, \"Weight_in_lbs\": 2665, \"Acceleration\": 13.9, \"Cylinders\": 4, \"Displacement\": 144.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota celica gt\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2370, \"Acceleration\": 13.0, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge charger 2.2\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2950, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet camaro\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2790, \"Acceleration\": 15.6, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford mustang gl\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 24.6, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 44.0, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"vw pickup\"}, {\"Horsepower\": 84.0, 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" }, "metadata": { "jupyter-vega": "#84957373-a1f2-47ad-9b35-7e6d0bd3032d" }, "output_type": "display_data" } ], "source": [ "alt.Chart(cars_df).mark_line().encode(y='mean(Miles_per_Gallon)', x='Year')\n", "\n", "# Can we improve the x axis using altair channels?" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n" ] }, "metadata": { "jupyter-vega": "#f5b6d7c3-b73f-4ac3-8649-a6ff85c40b57" }, "output_type": "display_data" }, { "data": { "application/javascript": [ "var spec = {\"encoding\": {\"x\": {\"type\": \"temporal\", \"field\": \"Year\"}, \"y\": {\"type\": \"quantitative\", \"field\": \"Miles_per_Gallon\", \"aggregate\": \"mean\"}}, \"mark\": \"line\", \"config\": {\"cell\": {\"height\": 350, \"width\": 500}}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v1.2.1.json\", \"data\": {\"values\": [{\"Horsepower\": 130.0, \"Weight_in_lbs\": 3504, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 307.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevrolet chevelle malibu\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 3693, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"buick skylark 320\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3436, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth satellite\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3433, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc rebel sst\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 3449, \"Acceleration\": 10.5, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford torino\"}, {\"Horsepower\": 198.0, \"Weight_in_lbs\": 4341, \"Acceleration\": 10.0, \"Cylinders\": 8, \"Displacement\": 429.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford galaxie 500\"}, {\"Horsepower\": 220.0, \"Weight_in_lbs\": 4354, \"Acceleration\": 9.0, \"Cylinders\": 8, \"Displacement\": 454.0, \"Miles_per_Gallon\": 14.0, \"Origin\": 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\"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevrolet chevelle concours (sw)\"}, {\"Horsepower\": 153.0, \"Weight_in_lbs\": 4034, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford torino (sw)\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 4166, \"Acceleration\": 10.5, \"Cylinders\": 8, \"Displacement\": 383.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth satellite (sw)\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 3850, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc rebel sst (sw)\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 3563, \"Acceleration\": 10.0, \"Cylinders\": 8, \"Displacement\": 383.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"dodge challenger se\"}, {\"Horsepower\": 160.0, \"Weight_in_lbs\": 3609, \"Acceleration\": 8.0, \"Cylinders\": 8, \"Displacement\": 340.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth 'cuda 340\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 3353, \"Acceleration\": 8.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford mustang boss 302\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3761, \"Acceleration\": 9.5, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevrolet monte carlo\"}, {\"Horsepower\": 225.0, \"Weight_in_lbs\": 3086, \"Acceleration\": 10.0, \"Cylinders\": 8, \"Displacement\": 455.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"buick estate wagon (sw)\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2372, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 113.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1970\", \"Name\": \"toyota corona mark ii\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2833, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 198.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth duster\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2774, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 199.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2587, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": 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12.5, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"bmw 2002\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2648, \"Acceleration\": 15.0, \"Cylinders\": 6, \"Displacement\": 199.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc gremlin\"}, {\"Horsepower\": 215.0, \"Weight_in_lbs\": 4615, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": 10.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford f250\"}, {\"Horsepower\": 200.0, \"Weight_in_lbs\": 4376, \"Acceleration\": 15.0, \"Cylinders\": 8, \"Displacement\": 307.0, \"Miles_per_Gallon\": 10.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevy c20\"}, {\"Horsepower\": 210.0, \"Weight_in_lbs\": 4382, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 11.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"dodge d200\"}, {\"Horsepower\": 193.0, \"Weight_in_lbs\": 4732, \"Acceleration\": 18.5, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 9.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"hi 1200d\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Japan\", \"Year\": \"1971\", \"Name\": \"datsun pl510\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2264, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"chevrolet vega 2300\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2228, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 113.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Japan\", \"Year\": \"1971\", \"Name\": \"toyota corona\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2046, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 25.0, 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\"Weight_in_lbs\": 3302, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"ford torino 500\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3288, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"amc matador\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 4209, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"chevrolet impala\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 4464, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"pontiac catalina brougham\"}, {\"Horsepower\": 153.0, \"Weight_in_lbs\": 4154, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"ford galaxie 500\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4096, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"plymouth fury iii\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 4955, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 383.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"dodge monaco (sw)\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 4746, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"ford country squire (sw)\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 5140, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"pontiac safari (sw)\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2962, \"Acceleration\": 13.5, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"amc hornet sportabout (sw)\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2408, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"chevrolet vega (sw)\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3282, \"Acceleration\": 15.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"pontiac firebird\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3139, \"Acceleration\": 14.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"ford mustang\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2220, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"mercury capri 2000\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2123, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 116.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"opel 1900\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2074, \"Acceleration\": 19.5, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"peugeot 304\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 2065, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 88.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"fiat 124b\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1773, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 71.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1971\", \"Name\": \"toyota corolla 1200\"}, {\"Horsepower\": 69.0, \"Weight_in_lbs\": 1613, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 72.0, \"Miles_per_Gallon\": 35.0, \"Origin\": \"Japan\", \"Year\": \"1971\", \"Name\": \"datsun 1200\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1834, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"volkswagen model 111\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1955, \"Acceleration\": 20.5, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"plymouth cricket\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2278, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 113.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"toyota corona hardtop\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2126, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 97.5, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": 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\"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"pontiac catalina\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4135, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"plymouth fury iii\"}, {\"Horsepower\": 153.0, \"Weight_in_lbs\": 4129, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"ford galaxie 500\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3672, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"amc ambassador sst\"}, {\"Horsepower\": 208.0, \"Weight_in_lbs\": 4633, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 429.0, \"Miles_per_Gallon\": 11.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"mercury marquis\"}, {\"Horsepower\": 155.0, \"Weight_in_lbs\": 4502, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"buick lesabre custom\"}, {\"Horsepower\": 160.0, \"Weight_in_lbs\": 4456, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"oldsmobile delta 88 royale\"}, {\"Horsepower\": 190.0, \"Weight_in_lbs\": 4422, \"Acceleration\": 12.5, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"chrysler newport royal\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2330, \"Acceleration\": 13.5, \"Cylinders\": 3, \"Displacement\": 70.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"mazda rx2 coupe\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3892, \"Acceleration\": 12.5, \"Cylinders\": 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\"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"datsun 510 (sw)\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2506, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"toyouta corona mark ii (sw)\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2164, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"dodge colt (sw)\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2100, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"toyota corolla 1600 (sw)\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 4100, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", 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\"Displacement\": 429.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"mercury marquis brougham\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4464, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"chevrolet caprice classic\"}, {\"Horsepower\": 158.0, \"Weight_in_lbs\": 4363, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"ford ltd\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4237, \"Acceleration\": 14.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"plymouth fury gran sedan\"}, {\"Horsepower\": 215.0, \"Weight_in_lbs\": 4735, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 440.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": 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\"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3021, \"Acceleration\": 16.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2904, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 198.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"plymouth duster\"}, {\"Horsepower\": 46.0, \"Weight_in_lbs\": 1950, \"Acceleration\": 21.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1973\", \"Name\": \"volkswagen super beetle\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4997, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 11.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": 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\"Displacement\": 97.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"Japan\", \"Year\": \"1973\", \"Name\": \"toyota carina\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2401, \"Acceleration\": 19.5, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"chevrolet vega\"}, {\"Horsepower\": 94.0, \"Weight_in_lbs\": 2379, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"Japan\", \"Year\": \"1973\", \"Name\": \"datsun 610\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2124, \"Acceleration\": 13.5, \"Cylinders\": 3, \"Displacement\": 70.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"Japan\", \"Year\": \"1973\", \"Name\": \"maxda rx3\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2310, \"Acceleration\": 18.5, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 107.0, 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29.0, \"Origin\": \"Europe\", \"Year\": \"1973\", \"Name\": \"fiat 128\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2158, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 116.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Europe\", \"Year\": \"1973\", \"Name\": \"opel manta\"}, {\"Horsepower\": 91.0, \"Weight_in_lbs\": 2582, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 114.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"Europe\", \"Year\": \"1973\", \"Name\": \"audi 100ls\"}, {\"Horsepower\": 112.0, \"Weight_in_lbs\": 2868, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Europe\", \"Year\": \"1973\", \"Name\": \"volvo 144ea\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3399, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"dodge dart custom\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2660, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Europe\", \"Year\": \"1973\", \"Name\": \"saab 99le\"}, {\"Horsepower\": 122.0, \"Weight_in_lbs\": 2807, \"Acceleration\": 13.5, \"Cylinders\": 6, \"Displacement\": 156.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"Japan\", \"Year\": \"1973\", \"Name\": \"toyota mark ii\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 3664, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 11.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"oldsmobile omega\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3102, \"Acceleration\": 16.5, \"Cylinders\": 6, \"Displacement\": 198.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"plymouth duster\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2875, \"Acceleration\": 17.0, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2901, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3336, \"Acceleration\": 17.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"chevrolet nova\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1950, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1974\", \"Name\": \"datsun b210\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2451, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1836, \"Acceleration\": 21.0, \"Cylinders\": 4, \"Displacement\": 71.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1974\", \"Name\": \"toyota corolla 1200\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2542, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"chevrolet vega\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3781, \"Acceleration\": 17.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"chevrolet chevelle malibu classic\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3632, \"Acceleration\": 18.0, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"amc matador\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3613, \"Acceleration\": 16.5, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"plymouth satellite sebring\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4141, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"ford gran torino\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4699, \"Acceleration\": 14.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"buick century luxus (sw)\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4457, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"dodge coronet custom (sw)\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4638, \"Acceleration\": 16.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"ford gran torino (sw)\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4257, \"Acceleration\": 15.5, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"amc matador (sw)\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2219, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1974\", \"Name\": \"audi fox\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1963, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1974\", \"Name\": \"volkswagen dasher\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1974\", \"Name\": \"opel manta\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 1649, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 76.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1974\", \"Name\": \"toyota corona\"}, {\"Horsepower\": 61.0, \"Weight_in_lbs\": 2003, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 83.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1974\", \"Name\": \"datsun 710\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2125, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"dodge colt\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2108, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Europe\", \"Year\": \"1974\", \"Name\": \"fiat 128\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2246, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 116.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1974\", \"Name\": \"fiat 124 tc\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2489, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1974\", \"Name\": \"honda civic\"}, {\"Horsepower\": 93.0, \"Weight_in_lbs\": 2391, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Japan\", \"Year\": \"1974\", \"Name\": \"subaru\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2000, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Europe\", \"Year\": \"1974\", \"Name\": \"fiat x1.9\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3264, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"plymouth valiant custom\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3459, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"chevrolet nova\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 3432, \"Acceleration\": 21.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"mercury monarch\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 3158, \"Acceleration\": 19.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 4668, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"pontiac catalina\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 4440, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"chevrolet bel air\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4498, \"Acceleration\": 14.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"plymouth grand fury\"}, {\"Horsepower\": 148.0, \"Weight_in_lbs\": 4657, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"ford ltd\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3907, \"Acceleration\": 21.0, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"buick century\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3897, \"Acceleration\": 18.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"chevroelt chevelle malibu\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3730, \"Acceleration\": 19.0, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"amc matador\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3785, \"Acceleration\": 19.0, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"plymouth fury\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3039, \"Acceleration\": 15.0, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"buick skyhawk\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3221, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 262.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"chevrolet monza 2+2\"}, {\"Horsepower\": 129.0, \"Weight_in_lbs\": 3169, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"ford mustang ii\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2171, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Japan\", \"Year\": \"1975\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 83.0, 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\"Year\": \"1975\", \"Name\": \"volkswagen dasher\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2545, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1975\", \"Name\": \"datsun 710\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2984, \"Acceleration\": 14.5, \"Cylinders\": 6, \"Displacement\": 171.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1937, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1975\", \"Name\": \"volkswagen rabbit\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3211, \"Acceleration\": 17.0, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"amc pacer\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2694, \"Acceleration\": 15.0, \"Cylinders\": 4, 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\"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 2164, \"Acceleration\": 22.1, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 24.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevrolet woody\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1937, \"Acceleration\": 14.2, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"vw rabbit\"}, {\"Horsepower\": 53.0, \"Weight_in_lbs\": 1795, \"Acceleration\": 17.4, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 33.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"honda civic\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3651, \"Acceleration\": 17.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"dodge aspen se\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 3574, \"Acceleration\": 21.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford granada ghia\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3645, \"Acceleration\": 16.2, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"pontiac ventura sj\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3193, \"Acceleration\": 17.8, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"amc pacer d/l\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1825, \"Acceleration\": 12.2, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.5, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"volkswagen rabbit\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1990, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"datsun b-210\"}, {\"Horsepower\": 75.0, 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15.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford f108\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3755, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"dodge d100\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2045, \"Acceleration\": 18.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 31.5, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"honda Accelerationord cvcc\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 14.8, \"Cylinders\": 4, \"Displacement\": 111.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"buick opel isuzu deluxe\"}, {\"Horsepower\": 58.0, \"Weight_in_lbs\": 1825, \"Acceleration\": 18.6, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"renault 5 gtl\"}, {\"Horsepower\": 96.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 25.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"plymouth arrow gs\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1945, \"Acceleration\": 16.8, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"datsun f-10 hatchback\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 3880, \"Acceleration\": 12.5, \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet caprice classic\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 4060, \"Acceleration\": 19.0, \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"oldsmobile cutlass supreme\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 4140, \"Acceleration\": 13.7, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"dodge monaco brougham\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 4295, \"Acceleration\": 14.9, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"mercury cougar brougham\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3520, \"Acceleration\": 16.4, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet concours\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3425, \"Acceleration\": 16.9, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"buick skylark\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3630, \"Acceleration\": 17.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"plymouth volare custom\"}, {\"Horsepower\": 98.0, \"Weight_in_lbs\": 3525, \"Acceleration\": 19.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"ford granada\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 4220, \"Acceleration\": 11.1, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"pontiac grand prix lj\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 4165, \"Acceleration\": 11.4, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet monte carlo landau\"}, {\"Horsepower\": 190.0, \"Weight_in_lbs\": 4325, \"Acceleration\": 12.2, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chrysler cordoba\"}, {\"Horsepower\": 149.0, \"Weight_in_lbs\": 4335, \"Acceleration\": 14.5, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"ford thunderbird\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 1940, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"volkswagen rabbit custom\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2740, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 24.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"pontiac sunbird coupe\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2265, \"Acceleration\": 18.2, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"toyota corolla liftback\"}, {\"Horsepower\": 89.0, \"Weight_in_lbs\": 2755, \"Acceleration\": 15.8, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"ford mustang ii 2+2\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2051, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 30.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2075, \"Acceleration\": 15.9, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"dodge colt m/m\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"subaru dl\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2190, \"Acceleration\": 14.1, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 30.5, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"volkswagen dasher\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2815, \"Acceleration\": 14.5, \"Cylinders\": 6, \"Displacement\": 146.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"datsun 810\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2600, \"Acceleration\": 12.8, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"bmw 320i\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2720, \"Acceleration\": 13.5, \"Cylinders\": 3, \"Displacement\": 80.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"mazda rx-4\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 21.5, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 43.1, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"volkswagen rabbit custom diesel\"}, {\"Horsepower\": 66.0, \"Weight_in_lbs\": 1800, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 36.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fiesta\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 19.4, \"Cylinders\": 4, \"Displacement\": 78.0, \"Miles_per_Gallon\": 32.8, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"mazda glc deluxe\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2070, \"Acceleration\": 18.6, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 39.4, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"datsun b210 gx\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1800, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 36.1, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"honda civic cvcc\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3365, \"Acceleration\": 15.5, \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 19.9, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"oldsmobile cutlass salon brougham\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 3735, \"Acceleration\": 13.2, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 19.4, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge diplomat\"}, {\"Horsepower\": 139.0, \"Weight_in_lbs\": 3570, \"Acceleration\": 12.8, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"mercury monarch ghia\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3535, \"Acceleration\": 19.2, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 19.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"pontiac phoenix lj\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3155, \"Acceleration\": 18.2, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"chevrolet malibu\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2965, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fairmont (auto)\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2720, \"Acceleration\": 15.4, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fairmont (man)\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3430, \"Acceleration\": 17.2, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"plymouth volare\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3210, \"Acceleration\": 17.2, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.4, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"amc concord\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3380, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 20.6, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"buick century special\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3070, \"Acceleration\": 16.7, \"Cylinders\": 6, \"Displacement\": 200.0, 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{\"Horsepower\": 139.0, \"Weight_in_lbs\": 3205, \"Acceleration\": 11.2, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 18.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford futura\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4080, \"Acceleration\": 13.7, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge magnum xe\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2560, \"Acceleration\": 14.2, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 27.5, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"toyota corona\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"datsun 510\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2230, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 30.9, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge omni\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2515, \"Acceleration\": 14.8, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 21.1, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"toyota celica gt liftback\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 2745, \"Acceleration\": 16.7, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 23.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"plymouth sapporo\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2855, \"Acceleration\": 17.6, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 23.8, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"oldsmobile starfire sx\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2405, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 23.9, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"datsun 200-sx\"}, {\"Horsepower\": 103.0, \"Weight_in_lbs\": 2830, \"Acceleration\": 15.9, \"Cylinders\": 5, \"Displacement\": 131.0, \"Miles_per_Gallon\": 20.3, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"audi 5000\"}, {\"Horsepower\": 125.0, \"Weight_in_lbs\": 3140, \"Acceleration\": 13.6, \"Cylinders\": 6, \"Displacement\": 163.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"volvo 264gl\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2795, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 21.6, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"saab 99gle\"}, {\"Horsepower\": 133.0, \"Weight_in_lbs\": 3410, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 163.0, \"Miles_per_Gallon\": 16.2, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"peugeot 604sl\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1990, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 31.5, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"volkswagen scirocco\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2135, \"Acceleration\": 16.6, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.5, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"honda Accelerationord lx\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 3245, \"Acceleration\": 15.4, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"pontiac lemans v6\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2990, \"Acceleration\": 18.2, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 19.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"mercury zephyr 6\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2890, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 22.3, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"ford fairmont 4\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3265, \"Acceleration\": 18.2, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"amc concord dl 6\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3360, \"Acceleration\": 16.6, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.6, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"dodge aspen 6\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 3840, \"Acceleration\": 15.4, \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chevrolet caprice classic\"}, {\"Horsepower\": 129.0, \"Weight_in_lbs\": 3725, \"Acceleration\": 13.4, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 17.6, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": 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8, \"Displacement\": 267.0, \"Miles_per_Gallon\": 19.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chevrolet malibu classic (sw)\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3940, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chrysler lebaron town @ country (sw)\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1925, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 31.9, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"vw rabbit custom\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1975, \"Acceleration\": 15.2, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 34.1, \"Origin\": \"Japan\", \"Year\": \"1979\", \"Name\": \"maxda glc deluxe\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 1915, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 35.7, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"dodge colt hatchback custom\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2670, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 27.4, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"amc spirit dl\"}, {\"Horsepower\": 77.0, \"Weight_in_lbs\": 3530, \"Acceleration\": 20.1, \"Cylinders\": 5, \"Displacement\": 183.0, \"Miles_per_Gallon\": 25.4, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"mercedes benz 300d\"}, {\"Horsepower\": 125.0, \"Weight_in_lbs\": 3900, \"Acceleration\": 17.4, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"cadillac eldorado\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 3190, \"Acceleration\": 24.8, \"Cylinders\": 4, \"Displacement\": 141.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3420, \"Acceleration\": 22.2, \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 23.9, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"oldsmobile cutlass salon brougham\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2200, \"Acceleration\": 13.2, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"plymouth horizon\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2150, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"plymouth horizon tc3\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2020, \"Acceleration\": 19.2, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 31.8, \"Origin\": \"Japan\", \"Year\": \"1979\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 69.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 37.3, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"fiat strada custom\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2670, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 28.4, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"buick skylark limited\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2595, \"Acceleration\": 11.3, \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 28.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2700, \"Acceleration\": 12.9, \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 26.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"oldsmobile omega brougham\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2556, \"Acceleration\": 13.2, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"pontiac phoenix\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 2144, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 41.5, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw rabbit\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1968, \"Acceleration\": 18.8, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 38.1, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corolla tercel\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2120, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 32.1, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2019, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 37.2, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 310\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2678, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2870, \"Acceleration\": 18.1, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 26.4, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"ford fairmont\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3003, \"Acceleration\": 20.1, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 24.3, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"amc concord\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3381, \"Acceleration\": 18.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.1, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"dodge aspen\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2188, \"Acceleration\": 15.8, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 34.3, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"audi 4000\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2711, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 29.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corona liftback\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2542, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 31.3, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"mazda 626\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2434, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 510 hatchback\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2265, \"Acceleration\": 15.2, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 32.2, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2110, \"Acceleration\": 17.9, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 46.6, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"mazda glc\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 2800, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 27.9, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"dodge colt\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2110, \"Acceleration\": 19.2, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 40.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 2085, \"Acceleration\": 21.7, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 44.3, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw rabbit c (diesel)\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 2335, \"Acceleration\": 23.7, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 43.4, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw dasher (diesel)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2950, \"Acceleration\": 19.9, \"Cylinders\": 5, \"Displacement\": 121.0, \"Miles_per_Gallon\": 36.4, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"audi 5000s (diesel)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 3250, \"Acceleration\": 21.8, \"Cylinders\": 4, \"Displacement\": 146.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"mercedes-benz 240d\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1850, \"Acceleration\": 13.8, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 44.6, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"honda civic 1500 gl\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 1835, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 40.9, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"renault lecar deluxe\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2145, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 33.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"subaru dl\"}, {\"Horsepower\": 62.0, \"Weight_in_lbs\": 1845, \"Acceleration\": 15.3, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 29.8, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vokswagen rabbit\"}, {\"Horsepower\": 132.0, \"Weight_in_lbs\": 2910, \"Acceleration\": 11.4, \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 32.7, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 280-zx\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2420, \"Acceleration\": 12.5, \"Cylinders\": 3, \"Displacement\": 70.0, \"Miles_per_Gallon\": 23.7, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"mazda rx-7 gs\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2500, \"Acceleration\": 15.1, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 35.0, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"triumph tr7 coupe\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2905, \"Acceleration\": 14.3, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 23.6, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"ford mustang cobra\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2290, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 32.4, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"honda Accelerationord\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2490, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth reliant\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2635, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 26.6, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"buick skylark\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2620, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 25.8, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge aries wagon (sw)\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2725, \"Acceleration\": 12.6, \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 23.5, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2385, \"Acceleration\": 12.9, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth reliant\"}, {\"Horsepower\": 58.0, \"Weight_in_lbs\": 1755, \"Acceleration\": 16.9, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 39.1, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota starlet\"}, {\"Horsepower\": 64.0, \"Weight_in_lbs\": 1875, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 39.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth champ\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1760, \"Acceleration\": 16.1, \"Cylinders\": 4, \"Displacement\": 81.0, \"Miles_per_Gallon\": 35.1, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda civic 1300\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2065, \"Acceleration\": 17.8, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 32.3, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"subaru\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1975, \"Acceleration\": 19.4, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 62.0, \"Weight_in_lbs\": 2050, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 37.7, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota tercel\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 34.1, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda glc 4\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2215, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.7, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth horizon 4\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2045, \"Acceleration\": 16.2, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 34.4, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford escort 4w\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2380, \"Acceleration\": 20.7, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.9, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford escort 2h\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 2190, \"Acceleration\": 14.2, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 33.0, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"volkswagen jetta\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2320, \"Acceleration\": 15.8, \"Cylinders\": 4, \"Displacement\": 100.0, \"Miles_per_Gallon\": 34.5, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"renault 18i\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2210, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 33.7, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda prelude\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2350, \"Acceleration\": 16.8, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 32.4, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2615, \"Acceleration\": 14.8, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 32.9, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 200sx\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 2635, \"Acceleration\": 18.3, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 31.6, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda 626\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 3230, \"Acceleration\": 20.4, \"Cylinders\": 4, \"Displacement\": 141.0, \"Miles_per_Gallon\": 28.1, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"peugeot 505s turbo diesel\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2800, \"Acceleration\": 15.4, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": null, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"saab 900s\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 3160, \"Acceleration\": 19.6, \"Cylinders\": 6, \"Displacement\": 145.0, \"Miles_per_Gallon\": 30.7, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"volvo diesel\"}, {\"Horsepower\": 116.0, \"Weight_in_lbs\": 2900, \"Acceleration\": 12.6, \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 25.4, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota cressida\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 2930, \"Acceleration\": 13.8, \"Cylinders\": 6, \"Displacement\": 146.0, \"Miles_per_Gallon\": 24.2, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 810 maxima\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3415, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 22.4, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"buick century\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3725, \"Acceleration\": 19.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 26.6, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"oldsmobile cutlass ls\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3060, \"Acceleration\": 17.1, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford granada gl\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3465, \"Acceleration\": 16.6, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 17.6, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chrysler lebaron salon\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2605, \"Acceleration\": 19.6, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet 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\"Displacement\": 151.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"pontiac phoenix\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2865, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford fairmont futura\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 3035, \"Acceleration\": 20.5, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"amc concord dl\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 1980, \"Acceleration\": 15.3, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"volkswagen rabbit l\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2025, \"Acceleration\": 18.2, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda glc custom 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\"Miles_per_Gallon\": 36.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda Accelerationord\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2245, \"Acceleration\": 16.9, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 34.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1965, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda civic\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1965, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda civic (auto)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1995, \"Acceleration\": 16.2, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 310 gx\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2945, \"Acceleration\": 16.4, \"Cylinders\": 6, \"Displacement\": 181.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"buick century limited\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3015, \"Acceleration\": 17.0, \"Cylinders\": 6, \"Displacement\": 262.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"oldsmobile cutlass ciera (diesel)\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2585, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chrysler lebaron medallion\"}, {\"Horsepower\": 112.0, \"Weight_in_lbs\": 2835, \"Acceleration\": 14.7, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford granada l\"}, {\"Horsepower\": 96.0, \"Weight_in_lbs\": 2665, \"Acceleration\": 13.9, \"Cylinders\": 4, \"Displacement\": 144.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota celica gt\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2370, \"Acceleration\": 13.0, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge charger 2.2\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2950, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet camaro\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2790, \"Acceleration\": 15.6, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford mustang gl\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 24.6, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 44.0, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"vw pickup\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2295, \"Acceleration\": 11.6, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge rampage\"}, {\"Horsepower\": 79.0, \"Weight_in_lbs\": 2625, \"Acceleration\": 18.6, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford ranger\"}, {\"Horsepower\": 82.0, \"Weight_in_lbs\": 2720, \"Acceleration\": 19.4, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevy s-10\"}]}};\n", "var selector = \"#f5b6d7c3-b73f-4ac3-8649-a6ff85c40b57\";\n", "var type = \"vega-lite\";\n", "\n", "var output_area = this;\n", "require(['nbextensions/jupyter-vega/index'], function(vega) {\n", " vega.render(selector, spec, type, output_area);\n", "}, function (err) {\n", " if (err.requireType !== 'scripterror') {\n", " throw(err);\n", " }\n", "});\n" ] }, "metadata": { 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" }, "metadata": { "jupyter-vega": "#f5b6d7c3-b73f-4ac3-8649-a6ff85c40b57" }, "output_type": "display_data" } ], "source": [ "# Let's set the year type to time\n", "alt.Chart(cars_df).mark_line().encode(y='mean(Miles_per_Gallon)', x='Year:T')\n", "\n", "# We are back to dates at the bottom, let's fix the time unit" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n" ] }, "metadata": { "jupyter-vega": "#52bbe1d4-13d9-482a-bf84-b0df1a5acf3d" }, "output_type": "display_data" }, { "data": { "application/javascript": [ "var spec = {\"encoding\": {\"x\": {\"type\": \"temporal\", \"timeUnit\": \"year\", \"field\": \"Year\"}, \"y\": {\"type\": \"quantitative\", \"field\": \"Miles_per_Gallon\", \"aggregate\": \"mean\"}}, \"mark\": \"line\", \"config\": {\"cell\": {\"height\": 350, \"width\": 500}}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v1.2.1.json\", \"data\": {\"values\": [{\"Horsepower\": 130.0, \"Weight_in_lbs\": 3504, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 307.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevrolet chevelle malibu\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 3693, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"buick skylark 320\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3436, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth satellite\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3433, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc rebel sst\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 3449, \"Acceleration\": 10.5, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford torino\"}, {\"Horsepower\": 198.0, \"Weight_in_lbs\": 4341, \"Acceleration\": 10.0, \"Cylinders\": 8, \"Displacement\": 429.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford galaxie 500\"}, {\"Horsepower\": 220.0, \"Weight_in_lbs\": 4354, \"Acceleration\": 9.0, \"Cylinders\": 8, \"Displacement\": 454.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevrolet impala\"}, {\"Horsepower\": 215.0, \"Weight_in_lbs\": 4312, \"Acceleration\": 8.5, \"Cylinders\": 8, \"Displacement\": 440.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth fury iii\"}, {\"Horsepower\": 225.0, \"Weight_in_lbs\": 4425, \"Acceleration\": 10.0, \"Cylinders\": 8, \"Displacement\": 455.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"pontiac catalina\"}, {\"Horsepower\": 190.0, \"Weight_in_lbs\": 3850, \"Acceleration\": 8.5, \"Cylinders\": 8, \"Displacement\": 390.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc ambassador dpl\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 3090, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 133.0, \"Miles_per_Gallon\": null, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"citroen ds-21 pallas\"}, {\"Horsepower\": 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{\"Horsepower\": 95.0, \"Weight_in_lbs\": 2372, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 113.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1970\", \"Name\": \"toyota corona mark ii\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2833, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 198.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth duster\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2774, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 199.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2587, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Japan\", \"Year\": \"1970\", \"Name\": \"datsun pl510\"}, {\"Horsepower\": 46.0, \"Weight_in_lbs\": 1835, \"Acceleration\": 20.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"volkswagen 1131 deluxe sedan\"}, {\"Horsepower\": 87.0, \"Weight_in_lbs\": 2672, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 110.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2430, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"audi 100 ls\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2375, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 104.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"saab 99e\"}, {\"Horsepower\": 113.0, \"Weight_in_lbs\": 2234, \"Acceleration\": 12.5, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"bmw 2002\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2648, \"Acceleration\": 15.0, \"Cylinders\": 6, \"Displacement\": 199.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc gremlin\"}, {\"Horsepower\": 215.0, \"Weight_in_lbs\": 4615, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": 10.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford f250\"}, {\"Horsepower\": 200.0, \"Weight_in_lbs\": 4376, \"Acceleration\": 15.0, \"Cylinders\": 8, \"Displacement\": 307.0, \"Miles_per_Gallon\": 10.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevy c20\"}, {\"Horsepower\": 210.0, \"Weight_in_lbs\": 4382, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 11.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"dodge 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{\"Horsepower\": 88.0, \"Weight_in_lbs\": 3302, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"ford torino 500\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3288, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"amc matador\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 4209, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"chevrolet impala\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 4464, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"pontiac catalina brougham\"}, {\"Horsepower\": 153.0, \"Weight_in_lbs\": 4154, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 351.0, 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{\"Horsepower\": 110.0, \"Weight_in_lbs\": 2962, \"Acceleration\": 13.5, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"amc hornet sportabout (sw)\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2408, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"chevrolet vega (sw)\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3282, \"Acceleration\": 15.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"pontiac firebird\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3139, \"Acceleration\": 14.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"ford mustang\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2220, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"mercury capri 2000\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2123, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 116.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"opel 1900\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2074, \"Acceleration\": 19.5, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"peugeot 304\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 2065, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 88.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"fiat 124b\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1773, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 71.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1971\", \"Name\": \"toyota corolla 1200\"}, {\"Horsepower\": 69.0, \"Weight_in_lbs\": 1613, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 72.0, \"Miles_per_Gallon\": 35.0, \"Origin\": \"Japan\", \"Year\": \"1971\", \"Name\": \"datsun 1200\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1834, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"volkswagen model 111\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1955, \"Acceleration\": 20.5, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"plymouth cricket\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2278, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 113.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"toyota corona hardtop\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2126, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 97.5, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"dodge colt hardtop\"}, {\"Horsepower\": 54.0, \"Weight_in_lbs\": 2254, \"Acceleration\": 23.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"volkswagen type 3\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2408, \"Acceleration\": 19.5, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"chevrolet vega\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2226, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"ford pinto runabout\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 4274, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"chevrolet impala\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 4385, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"pontiac catalina\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4135, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"plymouth fury iii\"}, {\"Horsepower\": 153.0, \"Weight_in_lbs\": 4129, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"ford galaxie 500\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3672, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"amc ambassador sst\"}, {\"Horsepower\": 208.0, \"Weight_in_lbs\": 4633, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 429.0, \"Miles_per_Gallon\": 11.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"mercury marquis\"}, {\"Horsepower\": 155.0, \"Weight_in_lbs\": 4502, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"buick lesabre custom\"}, {\"Horsepower\": 160.0, \"Weight_in_lbs\": 4456, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"oldsmobile delta 88 royale\"}, {\"Horsepower\": 190.0, \"Weight_in_lbs\": 4422, \"Acceleration\": 12.5, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"chrysler newport royal\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2330, \"Acceleration\": 13.5, \"Cylinders\": 3, \"Displacement\": 70.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"mazda rx2 coupe\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3892, \"Acceleration\": 12.5, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"amc matador (sw)\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 4098, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 307.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"chevrolet chevelle concours (sw)\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4294, \"Acceleration\": 16.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"ford gran torino (sw)\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4077, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"plymouth satellite custom (sw)\"}, {\"Horsepower\": 112.0, \"Weight_in_lbs\": 2933, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"volvo 145e (sw)\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 2511, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"volkswagen 411 (sw)\"}, {\"Horsepower\": 87.0, \"Weight_in_lbs\": 2979, \"Acceleration\": 19.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"peugeot 504 (sw)\"}, {\"Horsepower\": 69.0, \"Weight_in_lbs\": 2189, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 96.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"renault 12 (sw)\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2395, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"ford pinto (sw)\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2288, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"datsun 510 (sw)\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2506, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"toyouta corona mark ii (sw)\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2164, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"dodge colt (sw)\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2100, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"toyota corolla 1600 (sw)\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 4100, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": 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24.0, \"Origin\": \"Japan\", \"Year\": \"1974\", \"Name\": \"honda civic\"}, {\"Horsepower\": 93.0, \"Weight_in_lbs\": 2391, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Japan\", \"Year\": \"1974\", \"Name\": \"subaru\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2000, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Europe\", \"Year\": \"1974\", \"Name\": \"fiat x1.9\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3264, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"plymouth valiant custom\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3459, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"chevrolet nova\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 3432, 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\"Displacement\": 225.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"plymouth fury\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3039, \"Acceleration\": 15.0, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"buick skyhawk\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3221, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 262.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"chevrolet monza 2+2\"}, {\"Horsepower\": 129.0, \"Weight_in_lbs\": 3169, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"ford mustang ii\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2171, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Japan\", \"Year\": \"1975\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2639, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2914, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"amc gremlin\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2592, \"Acceleration\": 18.5, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"pontiac astro\"}, {\"Horsepower\": 96.0, \"Weight_in_lbs\": 2702, \"Acceleration\": 13.5, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1975\", \"Name\": \"toyota corona\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 2223, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1975\", \"Name\": \"volkswagen dasher\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2545, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1975\", \"Name\": \"datsun 710\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2984, \"Acceleration\": 14.5, \"Cylinders\": 6, \"Displacement\": 171.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1937, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1975\", \"Name\": \"volkswagen rabbit\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3211, \"Acceleration\": 17.0, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"amc pacer\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2694, \"Acceleration\": 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\"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"renault 12tl\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4215, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevrolet chevelle malibu classic\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4190, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"dodge coronet brougham\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 3962, \"Acceleration\": 13.9, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"amc matador\"}, {\"Horsepower\": 152.0, \"Weight_in_lbs\": 4215, \"Acceleration\": 12.8, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 14.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford gran torino\"}, {\"Horsepower\": 100.0, 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\"Year\": \"1976\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 2164, \"Acceleration\": 22.1, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 24.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevrolet woody\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1937, \"Acceleration\": 14.2, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"vw rabbit\"}, {\"Horsepower\": 53.0, \"Weight_in_lbs\": 1795, \"Acceleration\": 17.4, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 33.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"honda civic\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3651, \"Acceleration\": 17.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"dodge aspen se\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 3574, \"Acceleration\": 21.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford granada ghia\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3645, \"Acceleration\": 16.2, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"pontiac ventura sj\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3193, \"Acceleration\": 17.8, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"amc pacer d/l\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1825, \"Acceleration\": 12.2, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.5, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"volkswagen rabbit\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1990, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"datsun b-210\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2565, \"Acceleration\": 13.6, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 26.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 102.0, \"Weight_in_lbs\": 3150, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 130.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"volvo 245\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3940, \"Acceleration\": 13.2, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"plymouth volare premier v8\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3270, \"Acceleration\": 21.9, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 108.0, \"Weight_in_lbs\": 2930, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 156.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"toyota mark ii\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 3820, \"Acceleration\": 16.7, \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 16.5, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"mercedes-benz 280s\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 4380, \"Acceleration\": 12.1, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 16.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"cadillac seville\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 4055, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevy c10\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 3870, \"Acceleration\": 15.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford f108\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3755, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"dodge d100\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2045, \"Acceleration\": 18.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 31.5, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"honda Accelerationord cvcc\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 14.8, \"Cylinders\": 4, \"Displacement\": 111.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"buick opel isuzu deluxe\"}, {\"Horsepower\": 58.0, \"Weight_in_lbs\": 1825, \"Acceleration\": 18.6, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"renault 5 gtl\"}, {\"Horsepower\": 96.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 25.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"plymouth arrow gs\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1945, \"Acceleration\": 16.8, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"datsun f-10 hatchback\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 3880, \"Acceleration\": 12.5, \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet caprice classic\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 4060, \"Acceleration\": 19.0, \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"oldsmobile cutlass supreme\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 4140, \"Acceleration\": 13.7, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"dodge monaco brougham\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 4295, \"Acceleration\": 14.9, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"mercury cougar brougham\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3520, \"Acceleration\": 16.4, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet concours\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3425, \"Acceleration\": 16.9, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"buick skylark\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3630, \"Acceleration\": 17.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"plymouth volare custom\"}, {\"Horsepower\": 98.0, \"Weight_in_lbs\": 3525, \"Acceleration\": 19.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"ford granada\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 4220, \"Acceleration\": 11.1, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"pontiac grand prix lj\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 4165, \"Acceleration\": 11.4, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet monte carlo landau\"}, {\"Horsepower\": 190.0, \"Weight_in_lbs\": 4325, \"Acceleration\": 12.2, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chrysler cordoba\"}, {\"Horsepower\": 149.0, \"Weight_in_lbs\": 4335, \"Acceleration\": 14.5, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"ford thunderbird\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 1940, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"volkswagen rabbit custom\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2740, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 24.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"pontiac sunbird coupe\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2265, \"Acceleration\": 18.2, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"toyota corolla liftback\"}, {\"Horsepower\": 89.0, \"Weight_in_lbs\": 2755, \"Acceleration\": 15.8, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"ford mustang ii 2+2\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2051, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 30.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2075, \"Acceleration\": 15.9, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"dodge colt m/m\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"subaru dl\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2190, \"Acceleration\": 14.1, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 30.5, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"volkswagen dasher\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2815, \"Acceleration\": 14.5, \"Cylinders\": 6, \"Displacement\": 146.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"datsun 810\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2600, \"Acceleration\": 12.8, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"bmw 320i\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2720, \"Acceleration\": 13.5, \"Cylinders\": 3, \"Displacement\": 80.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"mazda rx-4\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 21.5, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 43.1, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"volkswagen rabbit custom diesel\"}, {\"Horsepower\": 66.0, \"Weight_in_lbs\": 1800, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 36.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fiesta\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 19.4, \"Cylinders\": 4, \"Displacement\": 78.0, \"Miles_per_Gallon\": 32.8, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"mazda glc deluxe\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2070, \"Acceleration\": 18.6, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 39.4, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"datsun b210 gx\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1800, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 36.1, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"honda civic cvcc\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3365, \"Acceleration\": 15.5, \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 19.9, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"oldsmobile cutlass salon brougham\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 3735, \"Acceleration\": 13.2, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 19.4, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge diplomat\"}, {\"Horsepower\": 139.0, \"Weight_in_lbs\": 3570, \"Acceleration\": 12.8, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"mercury monarch ghia\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3535, \"Acceleration\": 19.2, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 19.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"pontiac phoenix lj\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3155, \"Acceleration\": 18.2, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"chevrolet malibu\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2965, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fairmont (auto)\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2720, \"Acceleration\": 15.4, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fairmont (man)\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3430, \"Acceleration\": 17.2, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"plymouth volare\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3210, \"Acceleration\": 17.2, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.4, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"amc concord\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3380, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 20.6, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"buick century special\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3070, \"Acceleration\": 16.7, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.8, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"mercury zephyr\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3620, \"Acceleration\": 18.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 18.6, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge aspen\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 3410, \"Acceleration\": 15.1, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 18.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"amc concord d/l\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 3425, \"Acceleration\": 13.2, \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 19.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"chevrolet monte carlo landau\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 3445, \"Acceleration\": 13.4, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 17.7, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"buick regal sport coupe (turbo)\"}, {\"Horsepower\": 139.0, \"Weight_in_lbs\": 3205, \"Acceleration\": 11.2, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 18.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford futura\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4080, \"Acceleration\": 13.7, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge magnum xe\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2560, \"Acceleration\": 14.2, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 27.5, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"toyota corona\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"datsun 510\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2230, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 30.9, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge omni\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2515, \"Acceleration\": 14.8, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 21.1, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"toyota celica gt liftback\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 2745, \"Acceleration\": 16.7, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 23.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"plymouth sapporo\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2855, \"Acceleration\": 17.6, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 23.8, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"oldsmobile starfire 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\"Miles_per_Gallon\": 16.2, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"peugeot 604sl\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1990, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 31.5, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"volkswagen scirocco\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2135, \"Acceleration\": 16.6, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.5, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"honda Accelerationord lx\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 3245, \"Acceleration\": 15.4, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"pontiac lemans v6\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2990, \"Acceleration\": 18.2, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 19.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"mercury zephyr 6\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2890, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 22.3, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"ford fairmont 4\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3265, \"Acceleration\": 18.2, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"amc concord dl 6\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3360, \"Acceleration\": 16.6, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.6, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"dodge aspen 6\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 3840, \"Acceleration\": 15.4, \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chevrolet caprice classic\"}, {\"Horsepower\": 129.0, \"Weight_in_lbs\": 3725, \"Acceleration\": 13.4, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 17.6, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"ford ltd landau\"}, {\"Horsepower\": 138.0, \"Weight_in_lbs\": 3955, \"Acceleration\": 13.2, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 16.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"mercury grand marquis\"}, {\"Horsepower\": 135.0, \"Weight_in_lbs\": 3830, \"Acceleration\": 15.2, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 18.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"dodge st. regis\"}, {\"Horsepower\": 155.0, \"Weight_in_lbs\": 4360, \"Acceleration\": 14.9, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 16.9, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"buick estate wagon (sw)\"}, {\"Horsepower\": 142.0, \"Weight_in_lbs\": 4054, \"Acceleration\": 14.3, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"ford country squire (sw)\"}, {\"Horsepower\": 125.0, \"Weight_in_lbs\": 3605, \"Acceleration\": 15.0, \"Cylinders\": 8, \"Displacement\": 267.0, \"Miles_per_Gallon\": 19.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chevrolet malibu classic (sw)\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3940, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chrysler lebaron town @ country (sw)\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1925, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 31.9, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"vw rabbit custom\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1975, \"Acceleration\": 15.2, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 34.1, \"Origin\": \"Japan\", \"Year\": \"1979\", \"Name\": \"maxda glc deluxe\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 1915, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 35.7, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"dodge colt hatchback custom\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2670, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 27.4, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"amc spirit dl\"}, {\"Horsepower\": 77.0, \"Weight_in_lbs\": 3530, \"Acceleration\": 20.1, \"Cylinders\": 5, \"Displacement\": 183.0, \"Miles_per_Gallon\": 25.4, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"mercedes benz 300d\"}, {\"Horsepower\": 125.0, \"Weight_in_lbs\": 3900, \"Acceleration\": 17.4, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"cadillac eldorado\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 3190, \"Acceleration\": 24.8, \"Cylinders\": 4, \"Displacement\": 141.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3420, \"Acceleration\": 22.2, \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 23.9, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"oldsmobile cutlass salon brougham\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2200, \"Acceleration\": 13.2, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"plymouth horizon\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2150, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"plymouth horizon tc3\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2020, \"Acceleration\": 19.2, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 31.8, \"Origin\": \"Japan\", \"Year\": \"1979\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 69.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 37.3, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"fiat strada custom\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2670, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 28.4, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"buick skylark limited\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2595, \"Acceleration\": 11.3, \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 28.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2700, \"Acceleration\": 12.9, \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 26.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"oldsmobile omega brougham\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2556, \"Acceleration\": 13.2, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"pontiac phoenix\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 2144, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 41.5, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw rabbit\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1968, \"Acceleration\": 18.8, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 38.1, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corolla tercel\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2120, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 32.1, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2019, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 37.2, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 310\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2678, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2870, \"Acceleration\": 18.1, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 26.4, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"ford fairmont\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3003, \"Acceleration\": 20.1, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 24.3, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"amc concord\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3381, \"Acceleration\": 18.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.1, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"dodge aspen\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2188, \"Acceleration\": 15.8, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 34.3, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"audi 4000\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2711, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 29.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corona liftback\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2542, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 31.3, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"mazda 626\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2434, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 510 hatchback\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2265, \"Acceleration\": 15.2, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 32.2, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2110, \"Acceleration\": 17.9, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 46.6, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"mazda glc\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 2800, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 27.9, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"dodge colt\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2110, \"Acceleration\": 19.2, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 40.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 2085, \"Acceleration\": 21.7, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 44.3, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw rabbit c (diesel)\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 2335, \"Acceleration\": 23.7, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 43.4, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw dasher (diesel)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2950, \"Acceleration\": 19.9, \"Cylinders\": 5, \"Displacement\": 121.0, \"Miles_per_Gallon\": 36.4, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"audi 5000s (diesel)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 3250, \"Acceleration\": 21.8, \"Cylinders\": 4, \"Displacement\": 146.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"mercedes-benz 240d\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1850, \"Acceleration\": 13.8, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 44.6, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"honda civic 1500 gl\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 1835, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 40.9, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"renault lecar deluxe\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2145, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 33.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"subaru dl\"}, {\"Horsepower\": 62.0, \"Weight_in_lbs\": 1845, \"Acceleration\": 15.3, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 29.8, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vokswagen rabbit\"}, {\"Horsepower\": 132.0, \"Weight_in_lbs\": 2910, \"Acceleration\": 11.4, \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 32.7, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 280-zx\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2420, \"Acceleration\": 12.5, \"Cylinders\": 3, \"Displacement\": 70.0, \"Miles_per_Gallon\": 23.7, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"mazda rx-7 gs\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2500, \"Acceleration\": 15.1, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 35.0, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"triumph tr7 coupe\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2905, \"Acceleration\": 14.3, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 23.6, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"ford mustang cobra\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2290, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 32.4, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"honda Accelerationord\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2490, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth reliant\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2635, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 26.6, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"buick skylark\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2620, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 25.8, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge aries wagon (sw)\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2725, \"Acceleration\": 12.6, \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 23.5, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2385, \"Acceleration\": 12.9, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth reliant\"}, {\"Horsepower\": 58.0, \"Weight_in_lbs\": 1755, \"Acceleration\": 16.9, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 39.1, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota starlet\"}, {\"Horsepower\": 64.0, \"Weight_in_lbs\": 1875, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 39.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth champ\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1760, \"Acceleration\": 16.1, \"Cylinders\": 4, \"Displacement\": 81.0, \"Miles_per_Gallon\": 35.1, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda civic 1300\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2065, \"Acceleration\": 17.8, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 32.3, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"subaru\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1975, \"Acceleration\": 19.4, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 62.0, \"Weight_in_lbs\": 2050, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 37.7, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota tercel\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 34.1, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda glc 4\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2215, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.7, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth horizon 4\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2045, \"Acceleration\": 16.2, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 34.4, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford escort 4w\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2380, \"Acceleration\": 20.7, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.9, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford escort 2h\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 2190, \"Acceleration\": 14.2, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 33.0, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"volkswagen jetta\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2320, \"Acceleration\": 15.8, \"Cylinders\": 4, \"Displacement\": 100.0, \"Miles_per_Gallon\": 34.5, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"renault 18i\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2210, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 33.7, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda prelude\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2350, \"Acceleration\": 16.8, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 32.4, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2615, \"Acceleration\": 14.8, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 32.9, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 200sx\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 2635, \"Acceleration\": 18.3, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 31.6, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda 626\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 3230, \"Acceleration\": 20.4, \"Cylinders\": 4, \"Displacement\": 141.0, \"Miles_per_Gallon\": 28.1, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"peugeot 505s turbo diesel\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2800, \"Acceleration\": 15.4, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": null, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"saab 900s\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 3160, \"Acceleration\": 19.6, \"Cylinders\": 6, \"Displacement\": 145.0, \"Miles_per_Gallon\": 30.7, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"volvo diesel\"}, {\"Horsepower\": 116.0, \"Weight_in_lbs\": 2900, \"Acceleration\": 12.6, \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 25.4, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota cressida\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 2930, \"Acceleration\": 13.8, \"Cylinders\": 6, \"Displacement\": 146.0, \"Miles_per_Gallon\": 24.2, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 810 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112.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet cavalier\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2640, \"Acceleration\": 18.6, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet cavalier wagon\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2395, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 34.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet cavalier 2-door\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2575, \"Acceleration\": 16.2, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"pontiac j2000 se hatchback\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2525, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge aries 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\"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda glc custom l\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 1970, \"Acceleration\": 17.6, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda glc custom\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2125, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth horizon miser\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2125, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"mercury lynx l\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2160, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"nissan stanza xe\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2205, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda Accelerationord\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2245, \"Acceleration\": 16.9, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 34.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1965, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda civic\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1965, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda civic (auto)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1995, \"Acceleration\": 16.2, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 310 gx\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2945, \"Acceleration\": 16.4, \"Cylinders\": 6, \"Displacement\": 181.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"buick century limited\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3015, \"Acceleration\": 17.0, \"Cylinders\": 6, \"Displacement\": 262.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"oldsmobile cutlass ciera (diesel)\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2585, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chrysler lebaron medallion\"}, {\"Horsepower\": 112.0, \"Weight_in_lbs\": 2835, \"Acceleration\": 14.7, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford granada l\"}, {\"Horsepower\": 96.0, \"Weight_in_lbs\": 2665, \"Acceleration\": 13.9, \"Cylinders\": 4, \"Displacement\": 144.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota celica gt\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2370, \"Acceleration\": 13.0, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge charger 2.2\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2950, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet camaro\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2790, \"Acceleration\": 15.6, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford mustang gl\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 24.6, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 44.0, \"Origin\": 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!== 'scripterror') {\n", " throw(err);\n", " }\n", "});\n" ] }, "metadata": { "jupyter-vega": "#52bbe1d4-13d9-482a-bf84-b0df1a5acf3d" }, "output_type": "display_data" }, { "data": { "image/png": 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" }, "metadata": { "jupyter-vega": "#52bbe1d4-13d9-482a-bf84-b0df1a5acf3d" }, "output_type": "display_data" } ], "source": [ "# We have to use alt.X to give additional options for the x-axis\n", "# We could have done this without changing the dataframe originally\n", "alt.Chart(cars_df).mark_line().encode(\n", " y='mean(Miles_per_Gallon)',\n", " x=alt.X('Year:T', timeUnit='year'),\n", ")\n", "\n", "# clearly the average miles per gallons are improving over the years\n", "# is it true for all countries? let's improve our graph" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n" ] }, "metadata": { "jupyter-vega": "#8985f39c-6d5f-4b0e-add3-d1dea4718c9e" }, "output_type": "display_data" }, { "data": { "application/javascript": [ "var spec = {\"encoding\": {\"color\": {\"type\": \"nominal\", \"field\": \"Origin\"}, \"x\": {\"type\": \"temporal\", \"timeUnit\": \"year\", \"field\": \"Year\"}, \"y\": {\"type\": \"quantitative\", \"field\": \"Miles_per_Gallon\", \"aggregate\": \"mean\"}}, \"mark\": \"line\", \"config\": {\"cell\": {\"height\": 350, \"width\": 500}}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v1.2.1.json\", \"data\": {\"values\": [{\"Horsepower\": 130.0, \"Weight_in_lbs\": 3504, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 307.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevrolet chevelle malibu\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 3693, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"buick skylark 320\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3436, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth satellite\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3433, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc rebel sst\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 3449, \"Acceleration\": 10.5, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford torino\"}, {\"Horsepower\": 198.0, \"Weight_in_lbs\": 4341, \"Acceleration\": 10.0, \"Cylinders\": 8, \"Displacement\": 429.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford galaxie 500\"}, {\"Horsepower\": 220.0, \"Weight_in_lbs\": 4354, \"Acceleration\": 9.0, \"Cylinders\": 8, \"Displacement\": 454.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevrolet impala\"}, {\"Horsepower\": 215.0, \"Weight_in_lbs\": 4312, \"Acceleration\": 8.5, \"Cylinders\": 8, \"Displacement\": 440.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth fury iii\"}, {\"Horsepower\": 225.0, \"Weight_in_lbs\": 4425, \"Acceleration\": 10.0, \"Cylinders\": 8, \"Displacement\": 455.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"pontiac catalina\"}, {\"Horsepower\": 190.0, \"Weight_in_lbs\": 3850, \"Acceleration\": 8.5, \"Cylinders\": 8, \"Displacement\": 390.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc ambassador dpl\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 3090, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 133.0, \"Miles_per_Gallon\": null, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"citroen ds-21 pallas\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 4142, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevrolet chevelle concours (sw)\"}, {\"Horsepower\": 153.0, \"Weight_in_lbs\": 4034, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford torino (sw)\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 4166, \"Acceleration\": 10.5, \"Cylinders\": 8, \"Displacement\": 383.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth satellite (sw)\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 3850, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc rebel sst (sw)\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 3563, \"Acceleration\": 10.0, \"Cylinders\": 8, \"Displacement\": 383.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"dodge challenger se\"}, {\"Horsepower\": 160.0, \"Weight_in_lbs\": 3609, \"Acceleration\": 8.0, \"Cylinders\": 8, \"Displacement\": 340.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth 'cuda 340\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 3353, \"Acceleration\": 8.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford mustang boss 302\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3761, \"Acceleration\": 9.5, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevrolet monte carlo\"}, {\"Horsepower\": 225.0, \"Weight_in_lbs\": 3086, \"Acceleration\": 10.0, \"Cylinders\": 8, \"Displacement\": 455.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"buick estate wagon (sw)\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2372, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 113.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1970\", \"Name\": \"toyota corona mark ii\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2833, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 198.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth duster\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2774, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 199.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2587, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Japan\", \"Year\": \"1970\", \"Name\": \"datsun pl510\"}, {\"Horsepower\": 46.0, \"Weight_in_lbs\": 1835, \"Acceleration\": 20.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"volkswagen 1131 deluxe sedan\"}, {\"Horsepower\": 87.0, \"Weight_in_lbs\": 2672, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 110.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2430, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"audi 100 ls\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2375, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 104.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"saab 99e\"}, {\"Horsepower\": 113.0, \"Weight_in_lbs\": 2234, \"Acceleration\": 12.5, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"bmw 2002\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2648, \"Acceleration\": 15.0, \"Cylinders\": 6, \"Displacement\": 199.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc gremlin\"}, {\"Horsepower\": 215.0, \"Weight_in_lbs\": 4615, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": 10.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford f250\"}, {\"Horsepower\": 200.0, \"Weight_in_lbs\": 4376, \"Acceleration\": 15.0, \"Cylinders\": 8, \"Displacement\": 307.0, \"Miles_per_Gallon\": 10.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevy c20\"}, {\"Horsepower\": 210.0, \"Weight_in_lbs\": 4382, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 11.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"dodge d200\"}, {\"Horsepower\": 193.0, \"Weight_in_lbs\": 4732, \"Acceleration\": 18.5, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 9.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"hi 1200d\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Japan\", \"Year\": \"1971\", \"Name\": \"datsun pl510\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2264, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"chevrolet vega 2300\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2228, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 113.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Japan\", \"Year\": \"1971\", \"Name\": \"toyota corona\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2046, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 1978, \"Acceleration\": 20.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": null, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"volkswagen super beetle 117\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2634, \"Acceleration\": 13.0, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"amc gremlin\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3439, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"plymouth satellite custom\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3329, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"chevrolet chevelle malibu\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3302, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"ford torino 500\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3288, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"amc matador\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 4209, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"chevrolet impala\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 4464, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"pontiac catalina brougham\"}, {\"Horsepower\": 153.0, \"Weight_in_lbs\": 4154, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"ford galaxie 500\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4096, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"plymouth fury iii\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 4955, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 383.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"dodge monaco (sw)\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 4746, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"ford country squire (sw)\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 5140, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"pontiac safari (sw)\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2962, \"Acceleration\": 13.5, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"amc hornet sportabout (sw)\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2408, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"chevrolet vega (sw)\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3282, \"Acceleration\": 15.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"pontiac firebird\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3139, \"Acceleration\": 14.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"ford mustang\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2220, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"mercury capri 2000\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2123, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 116.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"opel 1900\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2074, \"Acceleration\": 19.5, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"peugeot 304\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 2065, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 88.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"fiat 124b\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1773, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 71.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1971\", \"Name\": \"toyota corolla 1200\"}, {\"Horsepower\": 69.0, \"Weight_in_lbs\": 1613, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 72.0, \"Miles_per_Gallon\": 35.0, \"Origin\": \"Japan\", \"Year\": \"1971\", \"Name\": \"datsun 1200\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1834, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"volkswagen model 111\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1955, \"Acceleration\": 20.5, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"plymouth cricket\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2278, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 113.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"toyota corona hardtop\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2126, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 97.5, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"dodge colt hardtop\"}, {\"Horsepower\": 54.0, \"Weight_in_lbs\": 2254, \"Acceleration\": 23.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"volkswagen type 3\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2408, \"Acceleration\": 19.5, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"chevrolet vega\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2226, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"ford pinto runabout\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 4274, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"chevrolet impala\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 4385, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"pontiac catalina\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4135, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"plymouth fury iii\"}, {\"Horsepower\": 153.0, \"Weight_in_lbs\": 4129, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"ford galaxie 500\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3672, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"amc ambassador sst\"}, {\"Horsepower\": 208.0, \"Weight_in_lbs\": 4633, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 429.0, \"Miles_per_Gallon\": 11.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"mercury marquis\"}, {\"Horsepower\": 155.0, \"Weight_in_lbs\": 4502, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"buick lesabre custom\"}, {\"Horsepower\": 160.0, \"Weight_in_lbs\": 4456, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"oldsmobile delta 88 royale\"}, {\"Horsepower\": 190.0, \"Weight_in_lbs\": 4422, \"Acceleration\": 12.5, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"chrysler newport royal\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2330, \"Acceleration\": 13.5, \"Cylinders\": 3, \"Displacement\": 70.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"mazda rx2 coupe\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3892, \"Acceleration\": 12.5, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"amc matador (sw)\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 4098, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 307.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"chevrolet chevelle concours (sw)\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4294, \"Acceleration\": 16.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"ford gran torino (sw)\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4077, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"plymouth satellite custom (sw)\"}, {\"Horsepower\": 112.0, \"Weight_in_lbs\": 2933, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"volvo 145e (sw)\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 2511, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"volkswagen 411 (sw)\"}, {\"Horsepower\": 87.0, \"Weight_in_lbs\": 2979, \"Acceleration\": 19.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"peugeot 504 (sw)\"}, {\"Horsepower\": 69.0, \"Weight_in_lbs\": 2189, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 96.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"renault 12 (sw)\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2395, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"ford pinto (sw)\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2288, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"datsun 510 (sw)\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2506, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"toyouta corona mark ii (sw)\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2164, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"dodge colt (sw)\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2100, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"toyota corolla 1600 (sw)\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 4100, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"buick century 350\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3672, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"amc matador\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 3988, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"chevrolet malibu\"}, {\"Horsepower\": 137.0, \"Weight_in_lbs\": 4042, \"Acceleration\": 14.5, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"ford gran torino\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3777, \"Acceleration\": 12.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"dodge coronet custom\"}, {\"Horsepower\": 198.0, \"Weight_in_lbs\": 4952, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 429.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"mercury marquis brougham\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4464, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"chevrolet caprice classic\"}, {\"Horsepower\": 158.0, \"Weight_in_lbs\": 4363, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"ford ltd\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4237, \"Acceleration\": 14.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"plymouth fury gran sedan\"}, {\"Horsepower\": 215.0, \"Weight_in_lbs\": 4735, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 440.0, 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\"Year\": \"1974\", \"Name\": \"plymouth satellite sebring\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4141, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"ford gran torino\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4699, \"Acceleration\": 14.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"buick century luxus (sw)\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4457, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"dodge coronet custom (sw)\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4638, \"Acceleration\": 16.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"ford gran torino (sw)\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 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\"Miles_per_Gallon\": 29.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 2164, \"Acceleration\": 22.1, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 24.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevrolet woody\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1937, \"Acceleration\": 14.2, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"vw rabbit\"}, {\"Horsepower\": 53.0, \"Weight_in_lbs\": 1795, \"Acceleration\": 17.4, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 33.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"honda civic\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3651, \"Acceleration\": 17.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"dodge aspen se\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 3574, \"Acceleration\": 21.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford granada ghia\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3645, \"Acceleration\": 16.2, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"pontiac ventura sj\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3193, \"Acceleration\": 17.8, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"amc pacer d/l\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1825, \"Acceleration\": 12.2, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.5, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"volkswagen rabbit\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1990, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"datsun b-210\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2565, \"Acceleration\": 13.6, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 26.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 102.0, \"Weight_in_lbs\": 3150, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 130.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"volvo 245\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3940, \"Acceleration\": 13.2, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"plymouth volare premier v8\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3270, \"Acceleration\": 21.9, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 108.0, \"Weight_in_lbs\": 2930, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 156.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"toyota mark ii\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 3820, \"Acceleration\": 16.7, \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 16.5, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"mercedes-benz 280s\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 4380, \"Acceleration\": 12.1, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 16.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"cadillac seville\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 4055, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevy c10\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 3870, \"Acceleration\": 15.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford f108\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3755, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"dodge d100\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2045, \"Acceleration\": 18.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 31.5, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"honda Accelerationord cvcc\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 14.8, \"Cylinders\": 4, \"Displacement\": 111.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"buick opel isuzu deluxe\"}, {\"Horsepower\": 58.0, \"Weight_in_lbs\": 1825, \"Acceleration\": 18.6, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"renault 5 gtl\"}, {\"Horsepower\": 96.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 25.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"plymouth arrow gs\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1945, \"Acceleration\": 16.8, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"datsun f-10 hatchback\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 3880, \"Acceleration\": 12.5, \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet caprice classic\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 4060, \"Acceleration\": 19.0, \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"oldsmobile cutlass supreme\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 4140, \"Acceleration\": 13.7, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"dodge monaco brougham\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 4295, \"Acceleration\": 14.9, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"mercury cougar brougham\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3520, \"Acceleration\": 16.4, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet concours\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3425, \"Acceleration\": 16.9, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"buick skylark\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3630, \"Acceleration\": 17.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"plymouth volare custom\"}, {\"Horsepower\": 98.0, \"Weight_in_lbs\": 3525, \"Acceleration\": 19.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"ford granada\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 4220, \"Acceleration\": 11.1, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"pontiac grand prix lj\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 4165, \"Acceleration\": 11.4, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet monte carlo landau\"}, {\"Horsepower\": 190.0, \"Weight_in_lbs\": 4325, \"Acceleration\": 12.2, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chrysler cordoba\"}, {\"Horsepower\": 149.0, \"Weight_in_lbs\": 4335, \"Acceleration\": 14.5, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"ford thunderbird\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 1940, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"volkswagen rabbit custom\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2740, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 24.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"pontiac sunbird coupe\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2265, \"Acceleration\": 18.2, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"toyota corolla liftback\"}, {\"Horsepower\": 89.0, \"Weight_in_lbs\": 2755, \"Acceleration\": 15.8, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"ford mustang ii 2+2\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2051, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 30.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2075, \"Acceleration\": 15.9, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"dodge colt m/m\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"subaru dl\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2190, \"Acceleration\": 14.1, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 30.5, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"volkswagen dasher\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2815, \"Acceleration\": 14.5, \"Cylinders\": 6, \"Displacement\": 146.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"datsun 810\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2600, \"Acceleration\": 12.8, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"bmw 320i\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2720, \"Acceleration\": 13.5, \"Cylinders\": 3, \"Displacement\": 80.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"mazda rx-4\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 21.5, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 43.1, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"volkswagen rabbit custom diesel\"}, {\"Horsepower\": 66.0, \"Weight_in_lbs\": 1800, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 36.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fiesta\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 19.4, \"Cylinders\": 4, \"Displacement\": 78.0, \"Miles_per_Gallon\": 32.8, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"mazda glc deluxe\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2070, \"Acceleration\": 18.6, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 39.4, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"datsun b210 gx\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1800, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 36.1, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"honda civic cvcc\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3365, \"Acceleration\": 15.5, \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 19.9, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"oldsmobile cutlass salon brougham\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 3735, \"Acceleration\": 13.2, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 19.4, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge diplomat\"}, {\"Horsepower\": 139.0, \"Weight_in_lbs\": 3570, \"Acceleration\": 12.8, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"mercury monarch ghia\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3535, \"Acceleration\": 19.2, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 19.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"pontiac phoenix lj\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3155, \"Acceleration\": 18.2, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"chevrolet malibu\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2965, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fairmont (auto)\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2720, \"Acceleration\": 15.4, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fairmont (man)\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3430, \"Acceleration\": 17.2, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"plymouth volare\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3210, \"Acceleration\": 17.2, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.4, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"amc concord\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3380, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 20.6, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"buick century special\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3070, \"Acceleration\": 16.7, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.8, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"mercury zephyr\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3620, \"Acceleration\": 18.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 18.6, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge aspen\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 3410, \"Acceleration\": 15.1, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 18.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"amc concord d/l\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 3425, \"Acceleration\": 13.2, \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 19.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"chevrolet monte carlo landau\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 3445, \"Acceleration\": 13.4, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 17.7, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"buick regal sport coupe (turbo)\"}, {\"Horsepower\": 139.0, \"Weight_in_lbs\": 3205, \"Acceleration\": 11.2, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 18.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford futura\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4080, \"Acceleration\": 13.7, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge magnum xe\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2560, \"Acceleration\": 14.2, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 27.5, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"toyota corona\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"datsun 510\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2230, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 30.9, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge omni\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2515, \"Acceleration\": 14.8, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 21.1, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"toyota celica gt liftback\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 2745, \"Acceleration\": 16.7, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 23.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"plymouth sapporo\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2855, \"Acceleration\": 17.6, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 23.8, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"oldsmobile starfire sx\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2405, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 23.9, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"datsun 200-sx\"}, {\"Horsepower\": 103.0, \"Weight_in_lbs\": 2830, \"Acceleration\": 15.9, \"Cylinders\": 5, \"Displacement\": 131.0, \"Miles_per_Gallon\": 20.3, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"audi 5000\"}, {\"Horsepower\": 125.0, \"Weight_in_lbs\": 3140, \"Acceleration\": 13.6, \"Cylinders\": 6, \"Displacement\": 163.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"volvo 264gl\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2795, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 21.6, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"saab 99gle\"}, {\"Horsepower\": 133.0, \"Weight_in_lbs\": 3410, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 163.0, \"Miles_per_Gallon\": 16.2, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"peugeot 604sl\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1990, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 31.5, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"volkswagen scirocco\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2135, \"Acceleration\": 16.6, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.5, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"honda Accelerationord lx\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 3245, \"Acceleration\": 15.4, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"pontiac lemans v6\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2990, \"Acceleration\": 18.2, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 19.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"mercury zephyr 6\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2890, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 22.3, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"ford fairmont 4\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3265, \"Acceleration\": 18.2, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"amc concord dl 6\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3360, \"Acceleration\": 16.6, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.6, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"dodge aspen 6\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 3840, \"Acceleration\": 15.4, \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chevrolet caprice classic\"}, {\"Horsepower\": 129.0, \"Weight_in_lbs\": 3725, \"Acceleration\": 13.4, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 17.6, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"ford ltd landau\"}, {\"Horsepower\": 138.0, \"Weight_in_lbs\": 3955, \"Acceleration\": 13.2, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 16.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"mercury grand marquis\"}, {\"Horsepower\": 135.0, \"Weight_in_lbs\": 3830, \"Acceleration\": 15.2, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 18.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"dodge st. regis\"}, {\"Horsepower\": 155.0, \"Weight_in_lbs\": 4360, \"Acceleration\": 14.9, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 16.9, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"buick estate wagon (sw)\"}, {\"Horsepower\": 142.0, \"Weight_in_lbs\": 4054, \"Acceleration\": 14.3, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"ford country squire (sw)\"}, {\"Horsepower\": 125.0, \"Weight_in_lbs\": 3605, \"Acceleration\": 15.0, \"Cylinders\": 8, \"Displacement\": 267.0, \"Miles_per_Gallon\": 19.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chevrolet malibu classic (sw)\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3940, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chrysler lebaron town @ country (sw)\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1925, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 31.9, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"vw rabbit custom\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1975, \"Acceleration\": 15.2, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 34.1, \"Origin\": \"Japan\", \"Year\": \"1979\", \"Name\": \"maxda glc deluxe\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 1915, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 35.7, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"dodge colt hatchback custom\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2670, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 27.4, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"amc spirit dl\"}, {\"Horsepower\": 77.0, \"Weight_in_lbs\": 3530, \"Acceleration\": 20.1, \"Cylinders\": 5, \"Displacement\": 183.0, \"Miles_per_Gallon\": 25.4, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"mercedes benz 300d\"}, {\"Horsepower\": 125.0, \"Weight_in_lbs\": 3900, \"Acceleration\": 17.4, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"cadillac eldorado\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 3190, \"Acceleration\": 24.8, \"Cylinders\": 4, \"Displacement\": 141.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3420, \"Acceleration\": 22.2, \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 23.9, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"oldsmobile cutlass salon brougham\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2200, \"Acceleration\": 13.2, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"plymouth horizon\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2150, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"plymouth horizon tc3\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2020, \"Acceleration\": 19.2, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 31.8, \"Origin\": \"Japan\", \"Year\": \"1979\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 69.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 37.3, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"fiat strada custom\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2670, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 28.4, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"buick skylark limited\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2595, \"Acceleration\": 11.3, \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 28.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2700, \"Acceleration\": 12.9, \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 26.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"oldsmobile omega brougham\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2556, \"Acceleration\": 13.2, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"pontiac phoenix\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 2144, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 41.5, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw rabbit\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1968, \"Acceleration\": 18.8, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 38.1, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corolla tercel\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2120, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 32.1, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2019, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 37.2, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 310\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2678, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2870, \"Acceleration\": 18.1, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 26.4, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"ford fairmont\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3003, \"Acceleration\": 20.1, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 24.3, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"amc concord\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3381, \"Acceleration\": 18.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.1, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"dodge aspen\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2188, \"Acceleration\": 15.8, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 34.3, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"audi 4000\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2711, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 29.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corona liftback\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2542, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 31.3, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"mazda 626\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2434, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 510 hatchback\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2265, \"Acceleration\": 15.2, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 32.2, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2110, \"Acceleration\": 17.9, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 46.6, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"mazda glc\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 2800, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 27.9, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"dodge colt\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2110, \"Acceleration\": 19.2, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 40.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 2085, \"Acceleration\": 21.7, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 44.3, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw rabbit c (diesel)\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 2335, \"Acceleration\": 23.7, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 43.4, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw dasher (diesel)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2950, \"Acceleration\": 19.9, \"Cylinders\": 5, \"Displacement\": 121.0, \"Miles_per_Gallon\": 36.4, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"audi 5000s (diesel)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 3250, \"Acceleration\": 21.8, \"Cylinders\": 4, \"Displacement\": 146.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"mercedes-benz 240d\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1850, \"Acceleration\": 13.8, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 44.6, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"honda civic 1500 gl\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 1835, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 40.9, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"renault lecar deluxe\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2145, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 33.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"subaru dl\"}, {\"Horsepower\": 62.0, \"Weight_in_lbs\": 1845, \"Acceleration\": 15.3, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 29.8, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vokswagen rabbit\"}, {\"Horsepower\": 132.0, \"Weight_in_lbs\": 2910, \"Acceleration\": 11.4, \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 32.7, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 280-zx\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2420, \"Acceleration\": 12.5, \"Cylinders\": 3, \"Displacement\": 70.0, \"Miles_per_Gallon\": 23.7, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"mazda rx-7 gs\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2500, \"Acceleration\": 15.1, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 35.0, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"triumph tr7 coupe\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2905, \"Acceleration\": 14.3, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 23.6, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"ford mustang cobra\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2290, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 32.4, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"honda Accelerationord\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2490, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth reliant\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2635, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 26.6, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"buick skylark\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2620, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 25.8, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge aries wagon (sw)\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2725, \"Acceleration\": 12.6, \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 23.5, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2385, \"Acceleration\": 12.9, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth reliant\"}, {\"Horsepower\": 58.0, \"Weight_in_lbs\": 1755, \"Acceleration\": 16.9, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 39.1, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota starlet\"}, {\"Horsepower\": 64.0, \"Weight_in_lbs\": 1875, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 39.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth champ\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1760, \"Acceleration\": 16.1, \"Cylinders\": 4, \"Displacement\": 81.0, \"Miles_per_Gallon\": 35.1, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda civic 1300\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2065, \"Acceleration\": 17.8, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 32.3, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"subaru\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1975, \"Acceleration\": 19.4, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 62.0, \"Weight_in_lbs\": 2050, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 37.7, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota tercel\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 34.1, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda glc 4\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2215, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.7, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth horizon 4\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2045, \"Acceleration\": 16.2, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 34.4, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford escort 4w\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2380, \"Acceleration\": 20.7, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.9, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford escort 2h\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 2190, \"Acceleration\": 14.2, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 33.0, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"volkswagen jetta\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2320, \"Acceleration\": 15.8, \"Cylinders\": 4, \"Displacement\": 100.0, \"Miles_per_Gallon\": 34.5, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"renault 18i\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2210, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 33.7, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda prelude\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2350, \"Acceleration\": 16.8, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 32.4, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2615, \"Acceleration\": 14.8, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 32.9, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 200sx\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 2635, \"Acceleration\": 18.3, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 31.6, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda 626\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 3230, \"Acceleration\": 20.4, \"Cylinders\": 4, \"Displacement\": 141.0, \"Miles_per_Gallon\": 28.1, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"peugeot 505s turbo diesel\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2800, \"Acceleration\": 15.4, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": null, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"saab 900s\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 3160, \"Acceleration\": 19.6, \"Cylinders\": 6, \"Displacement\": 145.0, \"Miles_per_Gallon\": 30.7, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"volvo diesel\"}, {\"Horsepower\": 116.0, \"Weight_in_lbs\": 2900, \"Acceleration\": 12.6, \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 25.4, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota cressida\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 2930, \"Acceleration\": 13.8, \"Cylinders\": 6, \"Displacement\": 146.0, \"Miles_per_Gallon\": 24.2, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 810 maxima\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3415, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 22.4, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"buick century\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3725, \"Acceleration\": 19.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 26.6, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"oldsmobile cutlass ls\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3060, \"Acceleration\": 17.1, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford granada gl\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3465, \"Acceleration\": 16.6, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 17.6, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chrysler lebaron salon\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2605, \"Acceleration\": 19.6, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet cavalier\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2640, \"Acceleration\": 18.6, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet cavalier wagon\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2395, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 34.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet cavalier 2-door\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2575, \"Acceleration\": 16.2, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"pontiac j2000 se hatchback\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2525, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge aries se\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2735, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"pontiac phoenix\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2865, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford fairmont futura\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 3035, \"Acceleration\": 20.5, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"amc concord dl\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 1980, \"Acceleration\": 15.3, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"volkswagen rabbit l\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2025, \"Acceleration\": 18.2, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda glc custom l\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 1970, \"Acceleration\": 17.6, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda glc custom\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2125, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth horizon miser\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2125, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"mercury lynx l\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2160, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"nissan stanza 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\"Miles_per_Gallon\": 38.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 310 gx\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2945, \"Acceleration\": 16.4, \"Cylinders\": 6, \"Displacement\": 181.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"buick century limited\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3015, \"Acceleration\": 17.0, \"Cylinders\": 6, \"Displacement\": 262.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"oldsmobile cutlass ciera (diesel)\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2585, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chrysler lebaron medallion\"}, {\"Horsepower\": 112.0, \"Weight_in_lbs\": 2835, \"Acceleration\": 14.7, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford granada l\"}, {\"Horsepower\": 96.0, \"Weight_in_lbs\": 2665, \"Acceleration\": 13.9, \"Cylinders\": 4, \"Displacement\": 144.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota celica gt\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2370, \"Acceleration\": 13.0, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge charger 2.2\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2950, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet camaro\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2790, \"Acceleration\": 15.6, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford mustang gl\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 24.6, \"Cylinders\": 4, \"Displacement\": 97.0, 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" }, "metadata": { "jupyter-vega": "#8985f39c-6d5f-4b0e-add3-d1dea4718c9e" }, "output_type": "display_data" } ], "source": [ "alt.Chart(cars_df).mark_line().encode(\n", " y='mean(Miles_per_Gallon)',\n", " x=alt.X('Year:T', timeUnit='year'),\n", " color='Origin',\n", ")\n", "\n", "# All are improving, but the average for europe and Japan is better than US\n", "# Could it be from the type of vehicle? let's further break down based on cylinders" ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n" ] }, "metadata": { "jupyter-vega": "#c55b6ac7-c28a-48a2-8f13-d2bcfceda3e4" }, "output_type": "display_data" }, { "data": { "application/javascript": [ "var spec = {\"encoding\": {\"color\": {\"type\": \"nominal\", \"field\": \"Origin\"}, \"x\": {\"type\": \"temporal\", \"timeUnit\": \"year\", \"field\": \"Year\"}, \"y\": {\"type\": \"quantitative\", \"field\": \"Miles_per_Gallon\", \"aggregate\": \"mean\"}, \"row\": {\"type\": \"quantitative\", \"field\": \"Cylinders\"}}, \"mark\": \"line\", \"config\": {\"cell\": {\"height\": 350, \"width\": 500}}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v1.2.1.json\", \"data\": {\"values\": [{\"Horsepower\": 130.0, \"Weight_in_lbs\": 3504, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 307.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevrolet chevelle malibu\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 3693, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"buick skylark 320\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3436, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth satellite\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3433, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc rebel sst\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 3449, \"Acceleration\": 10.5, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford torino\"}, {\"Horsepower\": 198.0, \"Weight_in_lbs\": 4341, \"Acceleration\": 10.0, \"Cylinders\": 8, \"Displacement\": 429.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford galaxie 500\"}, {\"Horsepower\": 220.0, \"Weight_in_lbs\": 4354, \"Acceleration\": 9.0, \"Cylinders\": 8, \"Displacement\": 454.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevrolet impala\"}, {\"Horsepower\": 215.0, \"Weight_in_lbs\": 4312, \"Acceleration\": 8.5, \"Cylinders\": 8, \"Displacement\": 440.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth fury iii\"}, {\"Horsepower\": 225.0, \"Weight_in_lbs\": 4425, \"Acceleration\": 10.0, \"Cylinders\": 8, \"Displacement\": 455.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"pontiac catalina\"}, {\"Horsepower\": 190.0, \"Weight_in_lbs\": 3850, \"Acceleration\": 8.5, \"Cylinders\": 8, \"Displacement\": 390.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc ambassador dpl\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 3090, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 133.0, 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\"Displacement\": 455.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"buick estate wagon (sw)\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2372, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 113.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1970\", \"Name\": \"toyota corona mark ii\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2833, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 198.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth duster\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2774, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 199.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2587, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Japan\", \"Year\": \"1970\", \"Name\": \"datsun pl510\"}, {\"Horsepower\": 46.0, \"Weight_in_lbs\": 1835, \"Acceleration\": 20.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"volkswagen 1131 deluxe sedan\"}, {\"Horsepower\": 87.0, \"Weight_in_lbs\": 2672, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 110.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2430, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"audi 100 ls\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2375, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 104.0, 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\"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 11.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"dodge d200\"}, {\"Horsepower\": 193.0, \"Weight_in_lbs\": 4732, \"Acceleration\": 18.5, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 9.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"hi 1200d\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Japan\", \"Year\": \"1971\", \"Name\": \"datsun pl510\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2264, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"chevrolet vega 2300\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2228, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 113.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Japan\", \"Year\": \"1971\", \"Name\": \"toyota corona\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2046, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 1978, \"Acceleration\": 20.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": null, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"volkswagen super beetle 117\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2634, \"Acceleration\": 13.0, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"amc gremlin\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3439, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"plymouth satellite custom\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3329, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"chevrolet chevelle malibu\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3302, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"ford torino 500\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3288, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"amc matador\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 4209, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"chevrolet impala\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 4464, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"pontiac catalina 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\"Displacement\": 400.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"pontiac safari (sw)\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2962, \"Acceleration\": 13.5, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"amc hornet sportabout (sw)\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2408, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"chevrolet vega (sw)\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3282, \"Acceleration\": 15.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"pontiac firebird\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3139, \"Acceleration\": 14.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"ford 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\"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1971\", \"Name\": \"toyota corolla 1200\"}, {\"Horsepower\": 69.0, \"Weight_in_lbs\": 1613, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 72.0, \"Miles_per_Gallon\": 35.0, \"Origin\": \"Japan\", \"Year\": \"1971\", \"Name\": \"datsun 1200\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1834, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"volkswagen model 111\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1955, \"Acceleration\": 20.5, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"plymouth cricket\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2278, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 113.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"toyota corona hardtop\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2126, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 97.5, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"dodge colt hardtop\"}, {\"Horsepower\": 54.0, \"Weight_in_lbs\": 2254, \"Acceleration\": 23.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"volkswagen type 3\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2408, \"Acceleration\": 19.5, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"chevrolet vega\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2226, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"ford pinto runabout\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 4274, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"chevrolet impala\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 4385, \"Acceleration\": 12.0, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"pontiac catalina\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4135, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"plymouth fury iii\"}, {\"Horsepower\": 153.0, \"Weight_in_lbs\": 4129, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"ford galaxie 500\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3672, \"Acceleration\": 11.5, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"amc ambassador sst\"}, {\"Horsepower\": 208.0, \"Weight_in_lbs\": 4633, \"Acceleration\": 11.0, \"Cylinders\": 8, \"Displacement\": 429.0, \"Miles_per_Gallon\": 11.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"mercury marquis\"}, {\"Horsepower\": 155.0, \"Weight_in_lbs\": 4502, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"buick lesabre custom\"}, {\"Horsepower\": 160.0, \"Weight_in_lbs\": 4456, \"Acceleration\": 13.5, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"oldsmobile delta 88 royale\"}, {\"Horsepower\": 190.0, \"Weight_in_lbs\": 4422, \"Acceleration\": 12.5, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"chrysler newport royal\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2330, \"Acceleration\": 13.5, \"Cylinders\": 3, \"Displacement\": 70.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"mazda rx2 coupe\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3892, \"Acceleration\": 12.5, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"amc matador (sw)\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 4098, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 307.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"chevrolet chevelle concours (sw)\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4294, \"Acceleration\": 16.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"ford gran torino (sw)\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4077, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"plymouth satellite custom (sw)\"}, {\"Horsepower\": 112.0, \"Weight_in_lbs\": 2933, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"volvo 145e (sw)\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 2511, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"volkswagen 411 (sw)\"}, {\"Horsepower\": 87.0, \"Weight_in_lbs\": 2979, \"Acceleration\": 19.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"peugeot 504 (sw)\"}, {\"Horsepower\": 69.0, \"Weight_in_lbs\": 2189, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 96.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"renault 12 (sw)\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2395, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"ford pinto (sw)\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2288, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"datsun 510 (sw)\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2506, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"toyouta corona mark ii (sw)\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2164, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"dodge colt (sw)\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2100, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"toyota corolla 1600 (sw)\"}, {\"Horsepower\": 175.0, 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\"Displacement\": 97.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Japan\", \"Year\": \"1975\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2639, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2914, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"amc gremlin\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2592, \"Acceleration\": 18.5, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"pontiac astro\"}, {\"Horsepower\": 96.0, \"Weight_in_lbs\": 2702, \"Acceleration\": 13.5, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1975\", \"Name\": \"toyota corona\"}, {\"Horsepower\": 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\"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 33.0, \"Origin\": \"Japan\", \"Year\": \"1975\", \"Name\": \"honda civic cvcc\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2464, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"fiat 131\"}, {\"Horsepower\": 81.0, \"Weight_in_lbs\": 2220, \"Acceleration\": 16.9, \"Cylinders\": 4, \"Displacement\": 116.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"opel 1900\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2572, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"capri ii\"}, {\"Horsepower\": 79.0, \"Weight_in_lbs\": 2255, \"Acceleration\": 17.7, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"dodge colt\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2202, \"Acceleration\": 15.3, \"Cylinders\": 4, \"Displacement\": 101.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"renault 12tl\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4215, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevrolet chevelle malibu classic\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4190, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"dodge coronet brougham\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 3962, \"Acceleration\": 13.9, \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"amc matador\"}, {\"Horsepower\": 152.0, \"Weight_in_lbs\": 4215, \"Acceleration\": 12.8, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 14.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford gran torino\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3233, \"Acceleration\": 15.4, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"plymouth valiant\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3353, \"Acceleration\": 14.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevrolet nova\"}, {\"Horsepower\": 81.0, \"Weight_in_lbs\": 3012, \"Acceleration\": 17.6, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3085, \"Acceleration\": 17.6, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 22.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 2035, \"Acceleration\": 22.2, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 2164, \"Acceleration\": 22.1, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 24.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevrolet woody\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1937, \"Acceleration\": 14.2, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"vw rabbit\"}, {\"Horsepower\": 53.0, \"Weight_in_lbs\": 1795, \"Acceleration\": 17.4, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 33.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"honda civic\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3651, \"Acceleration\": 17.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"dodge aspen se\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 3574, \"Acceleration\": 21.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford granada ghia\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3645, \"Acceleration\": 16.2, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"pontiac ventura sj\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3193, \"Acceleration\": 17.8, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"amc pacer d/l\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1825, \"Acceleration\": 12.2, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.5, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"volkswagen rabbit\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1990, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"datsun b-210\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2565, \"Acceleration\": 13.6, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 26.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 102.0, \"Weight_in_lbs\": 3150, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 130.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"volvo 245\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3940, \"Acceleration\": 13.2, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"plymouth volare 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350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevy c10\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 3870, \"Acceleration\": 15.0, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford f108\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3755, \"Acceleration\": 14.0, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"dodge d100\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2045, \"Acceleration\": 18.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 31.5, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"honda Accelerationord cvcc\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 14.8, \"Cylinders\": 4, \"Displacement\": 111.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"buick opel isuzu deluxe\"}, {\"Horsepower\": 58.0, \"Weight_in_lbs\": 1825, \"Acceleration\": 18.6, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"renault 5 gtl\"}, {\"Horsepower\": 96.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 25.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"plymouth arrow gs\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1945, \"Acceleration\": 16.8, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"datsun f-10 hatchback\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 3880, \"Acceleration\": 12.5, \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet caprice classic\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 4060, \"Acceleration\": 19.0, \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"oldsmobile cutlass supreme\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 4140, \"Acceleration\": 13.7, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"dodge monaco brougham\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 4295, \"Acceleration\": 14.9, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"mercury cougar brougham\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3520, \"Acceleration\": 16.4, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet concours\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3425, \"Acceleration\": 16.9, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"buick skylark\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3630, \"Acceleration\": 17.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"plymouth volare custom\"}, {\"Horsepower\": 98.0, \"Weight_in_lbs\": 3525, \"Acceleration\": 19.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"ford granada\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 4220, \"Acceleration\": 11.1, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"pontiac grand prix lj\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 4165, \"Acceleration\": 11.4, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet monte carlo landau\"}, {\"Horsepower\": 190.0, \"Weight_in_lbs\": 4325, \"Acceleration\": 12.2, \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chrysler cordoba\"}, {\"Horsepower\": 149.0, \"Weight_in_lbs\": 4335, \"Acceleration\": 14.5, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"ford thunderbird\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 1940, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"volkswagen rabbit custom\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2740, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 24.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"pontiac sunbird coupe\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2265, \"Acceleration\": 18.2, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"toyota corolla liftback\"}, {\"Horsepower\": 89.0, \"Weight_in_lbs\": 2755, \"Acceleration\": 15.8, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"ford mustang ii 2+2\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2051, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 30.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2075, \"Acceleration\": 15.9, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"dodge colt m/m\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"subaru dl\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2190, \"Acceleration\": 14.1, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 30.5, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"volkswagen dasher\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2815, \"Acceleration\": 14.5, \"Cylinders\": 6, \"Displacement\": 146.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"datsun 810\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2600, \"Acceleration\": 12.8, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"bmw 320i\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2720, \"Acceleration\": 13.5, \"Cylinders\": 3, \"Displacement\": 80.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"mazda rx-4\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 21.5, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 43.1, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"volkswagen rabbit custom diesel\"}, {\"Horsepower\": 66.0, \"Weight_in_lbs\": 1800, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 36.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fiesta\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 19.4, \"Cylinders\": 4, \"Displacement\": 78.0, \"Miles_per_Gallon\": 32.8, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"mazda glc deluxe\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2070, \"Acceleration\": 18.6, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 39.4, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"datsun b210 gx\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1800, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 36.1, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"honda civic cvcc\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3365, \"Acceleration\": 15.5, \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 19.9, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"oldsmobile cutlass salon brougham\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 3735, \"Acceleration\": 13.2, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 19.4, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge diplomat\"}, {\"Horsepower\": 139.0, \"Weight_in_lbs\": 3570, \"Acceleration\": 12.8, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"mercury monarch ghia\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3535, \"Acceleration\": 19.2, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 19.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"pontiac phoenix lj\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3155, \"Acceleration\": 18.2, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"chevrolet malibu\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2965, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fairmont (auto)\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2720, \"Acceleration\": 15.4, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fairmont (man)\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3430, \"Acceleration\": 17.2, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"plymouth volare\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3210, \"Acceleration\": 17.2, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.4, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"amc concord\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3380, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 20.6, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"buick century special\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3070, \"Acceleration\": 16.7, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.8, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"mercury zephyr\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3620, \"Acceleration\": 18.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 18.6, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge aspen\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 3410, \"Acceleration\": 15.1, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 18.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"amc concord d/l\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 3425, \"Acceleration\": 13.2, \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 19.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"chevrolet monte carlo landau\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 3445, \"Acceleration\": 13.4, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 17.7, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"buick regal sport coupe (turbo)\"}, {\"Horsepower\": 139.0, \"Weight_in_lbs\": 3205, \"Acceleration\": 11.2, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 18.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford futura\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4080, \"Acceleration\": 13.7, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge magnum xe\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2560, \"Acceleration\": 14.2, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 27.5, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"toyota corona\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"datsun 510\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2230, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 30.9, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge omni\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2515, \"Acceleration\": 14.8, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 21.1, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"toyota celica gt liftback\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 2745, \"Acceleration\": 16.7, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 23.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"plymouth sapporo\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2855, \"Acceleration\": 17.6, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 23.8, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"oldsmobile starfire sx\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2405, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 23.9, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"datsun 200-sx\"}, {\"Horsepower\": 103.0, \"Weight_in_lbs\": 2830, \"Acceleration\": 15.9, \"Cylinders\": 5, \"Displacement\": 131.0, \"Miles_per_Gallon\": 20.3, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"audi 5000\"}, {\"Horsepower\": 125.0, \"Weight_in_lbs\": 3140, \"Acceleration\": 13.6, \"Cylinders\": 6, \"Displacement\": 163.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"volvo 264gl\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2795, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 21.6, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"saab 99gle\"}, {\"Horsepower\": 133.0, \"Weight_in_lbs\": 3410, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 163.0, \"Miles_per_Gallon\": 16.2, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"peugeot 604sl\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1990, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 31.5, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"volkswagen scirocco\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2135, \"Acceleration\": 16.6, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.5, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"honda Accelerationord lx\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 3245, \"Acceleration\": 15.4, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"pontiac lemans v6\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2990, \"Acceleration\": 18.2, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 19.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"mercury zephyr 6\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2890, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 22.3, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"ford fairmont 4\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3265, \"Acceleration\": 18.2, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"amc concord dl 6\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3360, \"Acceleration\": 16.6, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.6, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"dodge aspen 6\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 3840, \"Acceleration\": 15.4, \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chevrolet caprice classic\"}, {\"Horsepower\": 129.0, \"Weight_in_lbs\": 3725, \"Acceleration\": 13.4, \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 17.6, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"ford ltd landau\"}, {\"Horsepower\": 138.0, \"Weight_in_lbs\": 3955, \"Acceleration\": 13.2, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 16.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"mercury grand marquis\"}, {\"Horsepower\": 135.0, \"Weight_in_lbs\": 3830, \"Acceleration\": 15.2, \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 18.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"dodge st. regis\"}, {\"Horsepower\": 155.0, \"Weight_in_lbs\": 4360, \"Acceleration\": 14.9, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 16.9, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"buick estate wagon (sw)\"}, {\"Horsepower\": 142.0, \"Weight_in_lbs\": 4054, \"Acceleration\": 14.3, \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"ford country squire (sw)\"}, {\"Horsepower\": 125.0, \"Weight_in_lbs\": 3605, \"Acceleration\": 15.0, \"Cylinders\": 8, \"Displacement\": 267.0, \"Miles_per_Gallon\": 19.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chevrolet malibu classic (sw)\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3940, \"Acceleration\": 13.0, \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chrysler lebaron town @ country (sw)\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1925, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 31.9, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"vw rabbit custom\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1975, \"Acceleration\": 15.2, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 34.1, \"Origin\": \"Japan\", \"Year\": \"1979\", \"Name\": \"maxda glc deluxe\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 1915, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 35.7, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"dodge colt hatchback custom\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2670, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 27.4, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"amc spirit dl\"}, {\"Horsepower\": 77.0, \"Weight_in_lbs\": 3530, \"Acceleration\": 20.1, \"Cylinders\": 5, \"Displacement\": 183.0, \"Miles_per_Gallon\": 25.4, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"mercedes benz 300d\"}, {\"Horsepower\": 125.0, \"Weight_in_lbs\": 3900, \"Acceleration\": 17.4, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"cadillac eldorado\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 3190, \"Acceleration\": 24.8, \"Cylinders\": 4, \"Displacement\": 141.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3420, \"Acceleration\": 22.2, \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 23.9, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"oldsmobile cutlass salon brougham\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2200, \"Acceleration\": 13.2, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"plymouth horizon\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2150, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"plymouth horizon tc3\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2020, \"Acceleration\": 19.2, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 31.8, \"Origin\": \"Japan\", \"Year\": \"1979\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 69.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 37.3, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"fiat strada custom\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2670, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 28.4, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"buick skylark limited\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2595, \"Acceleration\": 11.3, \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 28.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2700, \"Acceleration\": 12.9, \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 26.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"oldsmobile omega brougham\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2556, \"Acceleration\": 13.2, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"pontiac phoenix\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 2144, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 41.5, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw rabbit\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1968, \"Acceleration\": 18.8, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 38.1, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corolla tercel\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2120, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 32.1, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2019, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 37.2, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 310\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2678, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2870, \"Acceleration\": 18.1, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 26.4, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"ford fairmont\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3003, \"Acceleration\": 20.1, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 24.3, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"amc concord\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3381, \"Acceleration\": 18.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.1, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"dodge aspen\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2188, \"Acceleration\": 15.8, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 34.3, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"audi 4000\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2711, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 29.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corona liftback\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2542, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 31.3, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"mazda 626\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2434, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 510 hatchback\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2265, \"Acceleration\": 15.2, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 32.2, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2110, \"Acceleration\": 17.9, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 46.6, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"mazda glc\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 2800, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 27.9, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"dodge colt\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2110, \"Acceleration\": 19.2, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 40.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 2085, \"Acceleration\": 21.7, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 44.3, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw rabbit c (diesel)\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 2335, \"Acceleration\": 23.7, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 43.4, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw dasher 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\"Displacement\": 97.0, \"Miles_per_Gallon\": 33.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"subaru dl\"}, {\"Horsepower\": 62.0, \"Weight_in_lbs\": 1845, \"Acceleration\": 15.3, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 29.8, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vokswagen rabbit\"}, {\"Horsepower\": 132.0, \"Weight_in_lbs\": 2910, \"Acceleration\": 11.4, \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 32.7, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 280-zx\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2420, \"Acceleration\": 12.5, \"Cylinders\": 3, \"Displacement\": 70.0, \"Miles_per_Gallon\": 23.7, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"mazda rx-7 gs\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2500, \"Acceleration\": 15.1, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 35.0, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"triumph tr7 coupe\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2905, \"Acceleration\": 14.3, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 23.6, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"ford mustang cobra\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2290, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 32.4, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"honda Accelerationord\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2490, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth reliant\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2635, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 26.6, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"buick skylark\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2620, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 25.8, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge aries wagon (sw)\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2725, \"Acceleration\": 12.6, \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 23.5, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2385, \"Acceleration\": 12.9, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth reliant\"}, {\"Horsepower\": 58.0, \"Weight_in_lbs\": 1755, \"Acceleration\": 16.9, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 39.1, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota starlet\"}, {\"Horsepower\": 64.0, \"Weight_in_lbs\": 1875, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 39.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth champ\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1760, \"Acceleration\": 16.1, \"Cylinders\": 4, \"Displacement\": 81.0, \"Miles_per_Gallon\": 35.1, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda civic 1300\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2065, \"Acceleration\": 17.8, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 32.3, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"subaru\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1975, \"Acceleration\": 19.4, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 62.0, \"Weight_in_lbs\": 2050, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 37.7, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota tercel\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 34.1, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda glc 4\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2215, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.7, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth horizon 4\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2045, \"Acceleration\": 16.2, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 34.4, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford escort 4w\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2380, \"Acceleration\": 20.7, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.9, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford escort 2h\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 2190, \"Acceleration\": 14.2, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 33.0, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"volkswagen jetta\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2320, \"Acceleration\": 15.8, \"Cylinders\": 4, \"Displacement\": 100.0, \"Miles_per_Gallon\": 34.5, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"renault 18i\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2210, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 33.7, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda prelude\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2350, \"Acceleration\": 16.8, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 32.4, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2615, \"Acceleration\": 14.8, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 32.9, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 200sx\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 2635, \"Acceleration\": 18.3, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 31.6, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda 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146.0, \"Miles_per_Gallon\": 24.2, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 810 maxima\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3415, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 22.4, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"buick century\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3725, \"Acceleration\": 19.0, \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 26.6, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"oldsmobile cutlass ls\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3060, \"Acceleration\": 17.1, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford granada gl\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3465, \"Acceleration\": 16.6, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 17.6, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chrysler lebaron salon\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2605, \"Acceleration\": 19.6, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet cavalier\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2640, \"Acceleration\": 18.6, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet cavalier wagon\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2395, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 34.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet cavalier 2-door\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2575, \"Acceleration\": 16.2, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"pontiac j2000 se hatchback\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2525, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge aries se\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2735, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"pontiac phoenix\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2865, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford fairmont futura\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 3035, \"Acceleration\": 20.5, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"amc concord dl\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 1980, \"Acceleration\": 15.3, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"volkswagen rabbit l\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2025, \"Acceleration\": 18.2, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda glc custom l\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 1970, \"Acceleration\": 17.6, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda glc custom\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2125, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth horizon miser\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2125, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"mercury lynx l\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2160, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"nissan stanza xe\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2205, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda Accelerationord\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2245, \"Acceleration\": 16.9, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 34.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1965, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda civic\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1965, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda civic (auto)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1995, \"Acceleration\": 16.2, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 310 gx\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2945, \"Acceleration\": 16.4, \"Cylinders\": 6, \"Displacement\": 181.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"buick century limited\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3015, \"Acceleration\": 17.0, \"Cylinders\": 6, \"Displacement\": 262.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"oldsmobile cutlass ciera (diesel)\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2585, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chrysler lebaron medallion\"}, {\"Horsepower\": 112.0, \"Weight_in_lbs\": 2835, \"Acceleration\": 14.7, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford granada l\"}, {\"Horsepower\": 96.0, \"Weight_in_lbs\": 2665, \"Acceleration\": 13.9, \"Cylinders\": 4, \"Displacement\": 144.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota celica gt\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2370, \"Acceleration\": 13.0, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge charger 2.2\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2950, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet camaro\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2790, \"Acceleration\": 15.6, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford mustang gl\"}, {\"Horsepower\": 52.0, 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"require(['nbextensions/jupyter-vega/index'], function(vega) {\n", " vega.render(selector, spec, type, output_area);\n", "}, function (err) {\n", " if (err.requireType !== 'scripterror') {\n", " throw(err);\n", " }\n", "});\n" ] }, "metadata": { "jupyter-vega": "#c55b6ac7-c28a-48a2-8f13-d2bcfceda3e4" }, "output_type": "display_data" }, { "data": { "image/png": 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bSudGZi1nLlrj4K8UZyjmKOYqpiuaFO9VWLHGwyWKbyosQS1JKcfte2v2tSTUirWQGsyfFG2K8xRWhismKOyZBQoCCCCAAAIIIIBAtoDnXrKqKdunvD171c66cJus9dZ5yRr+sos1/s1TWIOhJacNiuMVjyqs/KdivuKnik0KazUtWe5YsgPrpKNizybcp7DWza2KuxT2L0irn6uwemvZnKlYq6AggAACCCCAAAIIZAuk3C+tyk/51+ome3znas0HdVYRbrNzXXpmtSaWi1kSauVmxQaFPQJgieZJiqgcqxl7vjRqMHy35i2shdT2eaeiJKUct+/tuQRLfgcrrHW0XWHF6g2nTmH11vmJggACCCCAAAIIINCJQF1d3ddb21rP8nzvlClbpqz0f+wHSaq3xTtLGdUBijV1g+q+3smu9hjlKYrMXGtouN1ETS1pzSz1WjhXYQ2JmcXq7PHLhszKYs2Xo6XUztVXbFNECanVRcXGzMpEiuqZIoAAAggggAACCIQCiz6+6A0NlH+asqo/WhLqed6XLYKEVHW2zrbpAsxaOq2B0JJRaxS0vMxKs8KWrb42nLdb9ZbIXqjILA9poSGzopjz5WgpLeb5ciwEEEAAAQQQQKBqBcLB8Y/r8Ean8/N6o5M1BHZVoiS1q/UlrycpLTkxH4AAAggggAACCBRXIHyt6O+Ke9S+PVq5bt/37VXy6QgggAACCCCAAAIVLUBSWtFfDyeHAAIIIIAAAghUhwBJaXV8z1wlAggggAACCCBQ0QIkpRX99XByCCCAAAIIIIBAdQiQlFbH98xVIoAAAggggAACFS1AUlrRXw8nhwACCCCAAAIIVIcASWl1fM9cJQIIIIAAAgggUNECJKUV/fVwcggggAACCCCAQHUIkJRWx/fMVSKAAAIIIIAAAhUtQFJa0V8PJ4cAAggggAACCFSHAElpdXzPXCUCCCCAAAIIIFDRAiSlFf31cHIIIIAAAggggEB1CJCUVsf3zFUigAACCCCAAAIVLUBSWtFfDyeHAAIIIIAAAghUhwBJaXV8z1wlAggggAACCCBQ0QIkpRX99XByCCCAAAIIIIBAdQiQlFbH98xVIoAAAggggAACFS1AUlrRXw8nhwACCCCAAAIIVIcASWl1fM9cJQIIIIAAAgggUNECJKUV/fVwcggggAACCCCAQHUIkJRWx/fMVSKAAAIIIIAAAhUtQFJa0V8PJ4cAAggggAACCFSHAElpdXzPXCUCCCCAAAIIIFDRAiSlFf31cHIIIIAAAggggEB1CJCUVsf3zFUigAACCCCAAAIVLUBSWtFfDyeHAAIIIIAAAghUhwBJaXV8z1wlAggggAACCCBQ0QIkpRX99XByCCCAAAIIIIBAdQiQlFbH98xVIoAAAggggAACFS1AUlrRXw8nhwACCCCAAAIIVIcASWl1fM9cJQIIIIAAAgggUNECJKUV/fVwcggggAACCCCAQHUIlCspvUKczYp5ilGKqJykmcWKxxV1USVTBBBAAAEEEEAAgeoSKEdSeotIb1KcrlireFPhKRoVjyouVqxQbFdYPQUBBBBAAAEEEECgygTKkZReJtOJiqWKC0NfSz4tIT1Z8aQiqp+geQoCCCCAAAIIIIBAlQnUlOF6o9bPc/RZZ4Wfl9J0pGJVuGyTDYrximYFBQEEEEAAAQQQQKCKBMqRlEacYzRjSaeVoenJbj83ammSwlpOo+JHMz2Zrlu3rl7bT+7JPmzbpUBDl2tY0RsBPHuj1vk+WHbu0ptaLHuj1vU+eHZtk/eapqam0XlvzIYDQqAcSeklkro9I97S/NkKaxnNLCO08HhmheajVtasapczWR07dmyLdliZvRPLvRbAstd0ne6IZ6csvarEsldsne6EZacsva7Es9d06R0bGxvXk5gWiNjPdi/HM6XflYndurcyRGG37f+ksBbRBxVWGhRWv15BQQABBBBAAAEEEKgygXK0lE6T6RLFfaHtXZravyDPUCQVUaundXrapKAggAACCCCAAAIIVJlAOZJS63VvLbKDFW2KdoUV6+xkt+et9TSzXosUBBBAAAEEEEAAgWoSKEdSap7WGrqtC9iu6rvYnGoEEEAAAQQQQACBgSZQjmdKB5oZ14MAAggggAACCCBQZAGS0iKDcjgEEEAAAQQQQACBnguQlPbcjD0QQAABBBBAAAEEiixAUlpkUA6HAAIIIIAAAggg0HMBktKem7EHAggggAACCCCAQJEFSEqLDMrhEEAAAQQQQAABBHouQFLaczP2QAABBBBAAAEEECiyAElpkUE5HAIIIIAAAggggEDPBUhKe27GHggggAACCCCAAAJFFiApLTIoh0MAAQQQQAABBBDouQBJac/N2AMBBBBAAAEEEECgyAIkpUUG5XAIIIAAAggggAACPRcgKe25GXsggAACCCCAAAIIFFmApLTIoBwOAQQQQAABBBBAoOcCJKU9N2MPBBBAAAEEEEAAgSIL1PTgeJ62HRRuv0NTvwf7sikCCCCAAAIIIIAAAl0K5NNS2qC95ylSiu1h2PzjiqkKCgIIIIAAAggggAACBQl011JqyeiM8BPma7ownD8krF+i6QbFGEW7goIAAggggAACCCCAQI8FciWl1opqCenBipVdHHmc6pcrDsixTRe7Uo0AAggggAACCCCAQFogV1Jqt+jtOdKoWAKaWez50mbFqMxK5hFAAAEEEEAAAQQQ6KlArqQ081iZt/Ez6+NasOSVggACCCCAAAIIIIBArwXySUqj2/j2/Oh/ZH0SCWkWCIsIIIAAAggggAACPRfIJymNhn66TIf/Xc8/gj0QQAABBBBAAAEEEMgtkG9SukaHeVTxOcXm8JDDNL1DESWtYTUTBBBAAAEEEEAAAQR6JpBPUmpHHBEe9rtZh/+elklKs1BYRAABBBBAAAEEEOiZQL5JqfW872xbnintmTdbI4AAAggggAACCHQiYJ2Y8inbtNFnFC+EcaumVkdBAAEEEEAAAQQQQKBggXyTUhsS6ibFyDA+rWmbgoIAAggggAACCCCAQMEC+SSlNoC+vdlpjsLmLc5QWMkeUD9dy08EEEAAAQQQQAABBHogkG9Saoe01tKo/Dmcsbc6URBAAAEEEEAAAQQQKEggn6Q06sy0UJ90heI8xcrwU18Ip0wQQAABBBBAAAEEEOi1QGc96js72HhVvqyw50qjYrfwo4Q1qmOKAAIIIIAAAggggECPBfJNStfqyPYs6RhFreIVBQmpECgIIIAAAggggAAChQvkSkotCV2t2NjFx9iA+gco8klOz9F2P1DY7f5/UyxV2PFvVkSlXjMXKRiMPxJhigACCCCAAAIIVIlArqTUCCYUweF0HeM+xXTFOxRLFHsqhiguU8xUWIleX5pe4icCCCCAAAIIIIBA1QjkSkqtxdJaMwstv9IB7PnTpjCss5QtL1fMUWS2lmqRggACCCCAAAIIIFBtArmSUktIH1Ns6gJluOpPVHR3u32wtmlVWBmlsNbXPynOVMwOQ5OgxZQE1SQoCCCAAAIIIIBAlQnkSkqN4oRuPCxx7S4ptYTUtosS0M9p3oaUelpxvuJuhXWgek3xgKJZEZXujh1tt9t03bp19nzq5N0qWeitQENvd2S/TgXw7JSlV5VY9oqt052w7JSl15V49ppu145NTU2jdy0xVw0CuZJSSwgtmSy02LOjWxUPKzJbTR/TcrvCyuuKNYpjFM2KqHT1+TmT1bFjx7boANFYqtGxmPZeAMve23W2J56dqfSuDsveuXW2F5adqfS+Ds/e2wV7NjY2ricxLRCxn+0ey/N8G7Rds2JxRlhimM/+z2o7S0itw1NSUaewZLNNcZ7Cij0KMEHxhC1QEEAAAQQQQAABBKpLIFdLaabE6syFjHlLTLsrNnTUDEXm0FF2C3+awnriz1VYsV74Nh4qBQEEEEAAAQQQQKDKBPJJSqPWUHur0y2K3yh+rrBb5PkU69zUVbEWU2s5tVbTzKS1q+2pRwABBBBAAAEEEBiAAlHCmc+lXaiNrHPSHIXdbreyV3pS0E/rCEVCWhAhOyOAAAIIIIAAAv1bIJ+k1BLGuxSzFX9QTFC8rLDyVnrCTwQQQAABBBBAAAEEei+QT1JqR7dW0okKGwDfngW11lJbjnrPa5aCAAIIIIAAAggggEDvBPJJSsfp0A2KVxX2TOkHFFsU5ys8BQUBBBBAAAEEEEAAgYIEuuvodJKO/qjCWkb/n8LeVZ9ZrJ6CAAIIIIAAAggggEBBAt21lFpCauVWRZTAHqz5DYo1inyGhNJmFAQQQAABBBBAAAEEuhaIEs3OtojWHa+VmxRRj3t7S8XbFasVNtwTnZ2EQEEAAQQQqB4BP6E3FCb3OMh5NZP1GpmDne8frAfaNHWjvTktNjY3BQEEeigQJZ6d7RYPK+01oVZsYPvoGdJBQU36nfUkpSEGEwQQQACBgSOgW4GeS+w53qWSB7uYkk5fSadzk8Pkc4KSUd1t1FbRPcNw+vHDa0feu7xt4EBwJQiUSSBXUmrjh1p5QHG4wpJSK9Zi+lQw59zz4ZQJAggggAAC/VLAn7nXcFfXNtnFlXha0mnJp7V6BvPtewTNMVHiaVdo817w0pd/aH6FFlY6L7VCL9JeoWOsUEI60jajIIBAzwRyJaV2pJMV9lxpNC6pPUsa/WWzTk4MCSUECgIIIIBAZQv4Z7u4O3hEg1o8w9vtlnhaEhqb7NyOcUouvSDZjC4jSkK9YOSZlc73VgSJZ0qJZ8qtdK9tet67M0hMoz0yp9H/JzPrmEcAgW4EuktKf6f9JyoeVNj4pPYXzRLTsxW2joIAAggggEDFCPiJ+j1dUsmmUlAlmeHtds+mk/TcZ11wolHC6dsTacHCdud5avVUa6en5NMp6QxaPWMrvMQG+38eBQEEyiDQXVJqp9CsOMJmOinW0ekMxd2drKMKAQQQQACBoguok9Eg1z7sQBfzwlbPWNjqGdx6H6P6Xc952qenb7dbW+iLWlKrp1o7vaDFc4WLxZSEbnjBS/C666J/URwQgR4K5JOU5jrkGK2cmmsD1iGAAAIIINAbAT+xx9tcUq2c8Xi6d/uuTkYT1RKa/v9X0NCpH8FUn+IFo8XsSjyDVk8lntvqVnq3vGovfqEggECFChSalO6o0OvitBBAAAEE+oGAnxg31CW3HpTuZKTnPXfrZORGWP923XbfdSU26+nmunPPBS2elnTaLfeUIrZjhUtsXZfVTrprX+YQQKCiBQpNSiv64jg5BBBAAIG+F9DtdqWWo/Z1qdSuoZV29m7fvF8wtFJG3pnR6rleZx+2elriqWc+fX+l27B5lXebi0aI6fsL5AwQQKAoAiSlRWHkIAgggAAC/qxRI9ygpIZWioZTCnu4+95BziWHqoVz1232XUnoDtWr1VNJpw2rFNxut6GVnDoZbXoDVQQQqB6BQpNSG0S/vnq4uFIEEECgugXU6lnj2usnqnVTnYzCAeU9dTRydus9OTbQ2ZVwqtoyURXPrQvG8wx6uFsnI7vdrqlraVYnI4YXTCvxE4GqFsg3KT1HSk8oogH0IzT9knF3RgtMEUAAAQQGhoCfGL6XntwMh1aypNPeZBQkoQeqFdMaJHYlnLue+dyqbTS0krV6WsIZDa1Uo1bPN1uCffiBAAIIdCGQT1Jq/8y9TzFf8e6s42zSclNWHYsIIIAAAv1AwL/U1bmRwybNfyF14gkTaz+U8f52G+NzT3sSNP18Z9j0mZ6klHCu2dXJKGr1tKGV3nqJoZX6wRfPKSJQoQL5JKX2a8gS0hMU8xRREjpM81cowt9WmqMggAACCFSUgH5B6/3tQ8e61KCwk5G9xchaPYPnPhv0Gzx+QoOyz6i1M/qN7rmN2m7X0Ep2u93X6zTjQ//hJdZuraiL5GQQQGBACOSTlNqF2tucrMwII1jQj5mK6FdYVMcUAQQQQKDMAv7l++zhhrSqk5F6uAfvbLdORkHiacMsDVcnot1/W6d/c7drm39s3Oa/NGKw93QwtFIyGby/3UtseaXzS+AFR527UIsAAoUK5JuU2iD5cUVm30n7bP2WoyCAAAIIlEMgGFqpfcSE3d/fHiaebtu+Sj67en/76zo/tXqGPdyD97draKWazc/pdruNN633v2s9BQEEEOhDgXyT0lqd458V1mL6OcVxim8qolv5mqUggAACCBRDwE+MHOmSavHcObSSbrlbD3fft0HmBwefEd2jiqaea1VKukrbZHUy8tTJqOXNYpwXx0AAAQRKKZBvUmq97keGJ7JZ03rFQoW1ntJaKgQKAggg0BMB/0JX6/YefkB6aCW1dvqZ729P7bOrk5EdVTep7JnPoB3Ue9nZsEpOz3fufH+7WkCXb1zjPRC86agnp8G2CCCAQMUI5JOUWv9LS0itlfQoxd6KsxRtircpsoeJUhUFAQQQQMAE/MSwvdPvbw8TTxvPM/2s5wG63W53ocJnPZV07mr1tHe0Z3QyUg9362TUWrvSu+kNG/WEggACCAw4gXyS0uiiP6yZcQpLQk8JK98Kp0wQQACBqhYIWj7HjTpUby46UsnlEUo8jwimvttrV6tnmHWmJza00mptkx7PM2j1VItnLK73t7/5srWNVjUoF48AAlUnkE9Sarfnb1XMztKxLpjbsupYRAABBAa8gJ+o39OlYke4WCqdeDp3pBLMQ/VGo7qdFx+llJ6zf7xnvL/dWj3bNbTSFg2t5Lbv3J4ZBBBAoMoF8klKjehyxS8U59mCymLF7cEcPxBAAIEBKqC8UmN81h+oV2IqAfWP0GWmW0F9t38nQyzZP+DtOc/F2l6/I/1nXKxmsd5k9NIA5eGyEEAAgaIK5JuU2nOlH1ScHX66DZz/n4rWcJkJAggg0K8F/MS4oc5tnhIkoJ5vLZ+WhE7TTXSN8an0NGr5tKv03BYtL1W9ks/YM+opv9jFBy/1Eq9bR1AKAggggEAvBPJNSp/Wsa2jU1Q+phkLG7eUggACCPQrAf9qveFoUM0Ruyegm22Q+XiQgNrVREmoZ73dLflUy6cXW+zalYDWbPqHNyd75BH6H/WrPwScLAIIVJxAPkmptZJaQvo/io+HV3COpvcpGhTNCgoCCCBQcQIabL7GJYdpvE89/+k83XrXLfh0B6R9gqTTWkCt2MTTiCKe97cg+UwpCY0pAW1NLvau32wDz1MQQAABBEoskE9SGo1Dmnlb6pnwvF4o8flxeAQQQCAvAX/WqBFuUPs0JZZHupieAbUE1HdT1PN9cLrVc7cE9K2g9dPTs5+WgPrxZ9yGDX/zbuORpLyw2QgBBBAogUA+Sal97BrFpxX2TmUbvsTmrdyjOFxxkoLWBCFQEECgtAJKLdX5aOSEx5t3nPTu/Ws+FiSgTs+AumSDxvJMP1JkA81bSb9087mdCajdgm+LL3bf2PCCNgw3Sm/KTwQQQACBvhXINyndGJ7mCZpaRMWeK7Wyh4KkNKDgBwIIFEtAt98Hu+SIw13chl5S66fdgne+Oh+lRr57Qvjra2cC6m3T86DLtJ1aPq3nuz0HWrtEvd9binU+HAcBBBBAoHQC+Sal1gu1s2L7v13R3NlK6hBAAIF8BYI3H6Xi6bE/g+c/g1vwhyi5rFGiGR5mZ+PmKy2t/qr6we7JYPilmDofLd+8gtds5qvNdggggEDlCeSblHZ15gdohd3KX9jVBmG9dYz6gcKeQf03xVKFlZMUNjC/DcT/PkWrgoIAAgNYwD9bPdwPH35QMPi8l9LQS5Z8Bm8/Gpceemm3BLRdFOp85NTzXS2fNv5ne/IZ77otr6pusmKlgoIAAgggMAAECk1Kd8igu1tjp2sb66k/XfEOxRLFnooDFY8qjlecp7A3m1hP/51NIZqnIIBAPxbwZ+413A1tnRrcdg96vgcJ6FT9LR+aHnpptyc7W/QMqG69K6LxPzduXO59izfH9eM/Apw6An0hYP+ytXHVf62Ixmpr0Pw6BY1fQqjUUmhSms91/UobnaFoCuOKcPnbmp6seDIMa3GdoGhWUBBAoJ8J+F/Zcz8Xb9vV8z14/nPHAbr1bv/YVAkTUOt85OvveZSABs9/avilxMbVu6Wo6Z34iQACCPRUIBo1aG/tGCWlD2rehrecqGhWUCpQoBxJ6WBdd/Qvk1Gat8TzT4qRilWKqNgt/PGK5qiCKQIIVJ6AOh8N0l/fw1wqqec/rfORer4HnZDadQckSis1teLp777vlusWvTodqfNR8OYjvXpzzgb7+05BAAEEii0wJjxg+EvIWd5hddY3xh4lfEzRoKBUoEA5klJLSO0Px+wwPqfpPxTZZaMqJims5TQqvbqVv27dunodwJ43oxQu0FD4IThChkC/8vz44bUjP3bEoEMmjXKH7DU0duiwQe4QP+Ud6HmpWiWa4cM26d/9Sd+9uXWH//eNre7ZdZtTf1/0cvvfr5/f+vwLm509F5pZrPXCotDSUOgB2H+nAJY7KYoyg2cRGJuamkb34jA2GlBm+YIW7NXolyueUIxQUCpUoNCk1J4pXd3NtQ3R+q2KhxWZrabZLSX2B+VxRWZJ/98usyY9nzNZHTt2bIs2owNER7fe1mDZW7nO96s4T7V+xlx7/YGuJmr5VKtC+s1H+3W4BM8lVbciePbT99JDL7W1La75xraXO2xb+oqKsyz9JZfsE7AsLi2eBXo2Njau70Vi+lL4sdaf5c8KaxCzYh2s5yrmKCgVKpBvUjpO5/9HxaGKtQq79W4tnreHoUmX5VmtsYTU/oDEFXWKHQprEX1QYU3qDQo75noFBQEESijgX77PHm7Itilq6dTzn8Fbj6z3+zT97Rym8T13fXJ6drOSU/tl/kx66CX1gN88ZKl3y6tbdm3IHAIIIFAxAnZnZroiGhXoLs3fpnhIcauCpFQIlVryTUqjFhBLRC15tFbO7yp+otikyFWsBXSGInrw2La141jnJ2txif4veLLmuzuWNqEggEC+An5iqP5BWXOkEko9/6kE1Lkjnds2SX/r9A9E/dWL/vYFB/TVwqCWT+uAZEMvpfQMaE3Lc15it7+72tJuRFAQQACBihVo0pnZnVaL6Ldcg+YpFS6QT1Ia9pwNOiHdGV7PaE0tobRpd4mkPWTcVbE/MHZ7v02R/dxZV/tQjwACWQL+ha7W7bPHIS6uweeDTkfqfJS+/T4m2NTbLQHdoSGX0m8+ioZeak0t9q7fxJ2KLFcWEUCgXwtECWm/vohqOvl8ktLoS/2yYKzF027FH1VEpG1FPBaHQmDAC/iJkSNdsv0IF4+p5VO34IPxP93hag+oS7cJhH9l05M3gzE/d756U+99dxv+ptZPe4SGggACCCCAQMUI5JuU/o/O+LLwrH+gafSsRnNYxwQBBIosoJzSc4kRE11K73235z/TLZ9KRFMTXCxmo32q7ExA7fGYVelB53ULPqVnP2Maeinx1gtFPi0OhwACCCCAQEkE8klK7YM/rrhaYa0r1tFppuI7CgoCCBRBwP+SHmMZMeJwJZzpMT+jBNT364Ohl+wzwvxTUxvNYpkq9Pynnv1MKgFtrVvi3fRGd4/SFOFMOQQCCCCAAAKlEcg3KbXtrGOT3b63TkoHKSYoViooA1hg21eG/2Jwjfe8WumeUsPdXyy8BAOfF/KV+1fvsY+riYc9320IJut8pHF1fV9/z+wxa5UoAfWC1+I9o3V69WY4AP3yTf/wHgie6U5vG/wkH83AYBYBBBBAoB8K5JuU2puXLAm1sllxsGKFwjpBRf/71CxlIAn4XxkyXuNWHqZrOkzf8mnBV+35vj+73r77vwSJatJ7yr26cYl3Z9BZbSBdfsHX4p+tHu6HDzvYpfTsZ9Dz3TuyPemO1t+avYKD+2ECmv4kdfTzlgW33+3Wu4tp/M+kbr9vfq3gE+EACCCAAAII9AOBfJJSSzwtIbVxv3R7MXgTywc0tVuI1mJKa6kQBmLxNBh64gT/n2e/d9Deur5jlJi+Q4nT25WcHqLlQ7R8rpIt58aN2ObP9p9Ot6YqWW33nvK+vnH1QDTp6pr8xJ56i1jbtGDopeD5Txt+yZuiFs4hQeNnmIDWpMey0JBq3pL085/26k299z2+cbk6H23v6vjUI4AAAgggMNAF8klKIwMlJMH7Y7doasmplXXpCT8HqkBi/vaXFL/X9f2vXWN66KERGmjdf0c6SVWy6nxrOT9Wy8faNlrn1JpqLXzp1tQBdNtfKbjnvjJyf1er977v7Plut+DbD9BQTF6QgArC/lPS6Wt5teoXKzkN3nw05/dtLbPnb/+D2khtCwoCCCCAAAIIhAL5JKXWq9feiGDPlGYXHmTLFhngy+nb9BsX6TIt7rDLDYYo8nxLTsPWVEtUgxb105R69dvb/v6lGmJp5MjDnJfU859KPIOhl2yaGqVE0y5dZWd6uV2zy7Uc9nxPLXbbahd7N761Mb3dzp+TEySkOzGYQQABBBBAIBLIJym1bS9U/E5xri2o2NsS5gRz/Kh6gbDj028FYREU/z80lFGNWlP7yW1/PzFcz3nG9OYjDb9kCai1gtpjCn6qdlfiuTMBtVbgdM93e/7TTz3j4ptX6PY7L4BIf/38RAABBBBAoMcC3SWlx2Uc8WXNXx8ut2pqt2qfDJeZILCbQPhM6WpVVtRtfz+hbkbtww9yNep85CsBteTTC1pBxwcNmLoDn76xrrvrnnq4e+5ZLe/q+b6jfbF33VYeW9nt22YBAQQQQACBwgVyJaXWJeOJbj5C78/Ofi92N3uwuioF+uK2v58YM8wlt09Nv/koHP/TOS27PXQrXt+DElArNu8Fr8tdEiSgvm7Bx6wH/LBlXmLt1vRG/EQAAQQQQACBUgrkSkrtWdKJikGdnMCOsN62oSDQK4Fi3vbXuJ9tLqVXb1rLpw2/5DtF6yTdio/tnoAGp/qCklAlnboFn1InpCABbXlet9+z/jy39Oq62AkBBBBAAAEEei6QKym1o9l4is8phihGK6JSF80wRaCYAr297e98G+bTzkStntYImi72j6e/KfT8p5LQlIZeiqU09mfLm+F6JggggAACCCBQIQK5klK7fb9QMUdxvmKCIrtw+z5bhOWiCvTgtn8sSDyD5z+tFTT+jFv71rPp/Yt6ShwMAQQQQAABBEogkCsptVuZNmD+GsVcRfotNJrJKFm3OzPWMItAiQQ6u+1foo/isAgggAACCCBQJoFcSWl0Cm8LZ6zHfWbhFn6mBvMIIIAAAggggAACvRbIlZRGt+9zHZzb97l0WIcAAggggAACCCCQl0CupDT7APNV8SPFXxXRm5y4fZ+txDICCCCAAAIIIIBAjwVyJaWWcNqQUDMU5yhOCMOeMbU399yvaFZQEEAAAQQQQAABBBAoSMBu0ecqzVp5u+LdCtv2eIX1wv+04lFFd/trEwoCCCCAAAIIIIAAArkFcrWU2p6jFJaIfiwMTYKyRD9/oeD2fdqDnwgggAACCCCAAAIFCORKSq0VNHOQ8flatlbTZxSvKzRaOQUBBBBAAAEEEEAAgcIFciWl2UePninNrKf3faYG8wgggAACCCCAAAK9EsiVlNqt+TMU9orRrgq377uSoR4BBBBAAAEEEEAgb4FcSandvt9fcYdi19vEOx7aeuY/oVjbcRU1CCCAAAIIIIAAAgh0L5Cr97wlot9VWGvonYqTFA1hHKfpLQrb5j7FNgUFAQQQQAABBBBAAIFeCeRqKbWE054ZvUlxmcKGgcou/6OKTypISrNlWEYAAQQQQAABBBDIWyBXUmoHsVbSyxUzFZMUByusrFA8r6AHvmlQEEAAAQQQQAABBAoS6C4pvURH39zJJ7xTdScrunvetJNdqUIAAQQQQAABBBBAYHeBXEmpPW9qz5TmKt/TylydoHLtyzoEEEAAAQQQQAABBAKBXB2d7NZ9fRhDNbW4VREVe57UtqEggAACCCCAAAIIIFCQQK6WUjvwpvDoYzRdqJigsFeMnqSwtzpREEAAAQQQQAABBBAoWCBXS6kdvE4xT/GaYoTCOjodoSAhFQIFAQQQQAABBBBAoDgCuVpKPX3E9oyPeVLzZyr2Cevs1v5FCp4pDUGYIIAAAggggAACCPROIFdSmn3EGaqwyCyf0QJJaaYI8wgggAACCCCAAAI9FsiVlFqyaYPnd3WL31pSe9LRaZS2/4rCxj21YvvfHMylf9DymoHBLAIIIIAAAgggUE0CXSWckYElnTZAfmbsreUbFDsU3e2vTYLkc7KmTyvs7U9RGasZe1PUq2GsjVYwRQABBBBAAAEEEKgugVwtpZkS1sr5KYW9crSnZS/t8FuF9dxfk7HzOM3PUWS2lmasZhYBBBBAAAEEEECgWgS6a+k8TxBvKd5UZCakd2nZ9s3n9v3r2q5B8TnFCEVU3qOZ2Qp7TMDiCgUFAQQQQAABBBBAoAoFcrWUWtI5N8PEhoNapUgqFisskSyk2O388xV3K2wcVBt26gFFsyIqvfqMdevW2fOp9sgApXCBhsIPwREyBPDMwChwFssCATN2xzIDowizeBYBsampaXQRDsMh+pFArqQ0OyG0W/A/LeK1PaZj2bOqVqw1dY3iGEWzIipeNJM1zT633VaPHTu2RRUrd6tkoRABLAvR67gvnh1NeluDZW/lOu6HZUeTQmrwLERP+zY2Nq4nMS0QsZ/tnuv2vSV+lhSOV9jt+gkK65hk5buKQm+3t+kY59nBVIYr7PhP2AIFAQQQQAABBBBAoLoEciWlkYT1ir9QYQnqNMXDCiv2jGk++wcb68dmxcZoQVM71lyFJb/WsjlTQQ98IVAQQAABBBBAAIFqE8h1+74zi6WqPE1hyeh7Ffl0dNJmQblbPy2iYseyRLdOYa2mPTmWNqcggAACCCCAAAIIDBSB7lo65+lCTw8v1joO2dBQVj6heFTR3f62bXelVRuQkHanxHoEEEAAAQQQQGAAC+RKKm3dDMUh4fWv0PQL4fywcMoEAQQQQAABBBBAAIGCBXIlpfasZ2ZZo4UtmRXMI4AAAggggAACCCBQDIFcSWl0/K3RjKbRvHVaoiCAAAIIIIAAAgggUBSBfDo6naNPsnFE7W1MNv+C4t8VFAQQQAABBBBAAAEEiiKQKym1nvFWTggje96WKQgggAACCCCAAAIIFCyQKym1HvETFTu6+JRBqqfXfBc4VCOAAAIIIIAAAgjkL5ArKY2OYsknBQEEEEAAAQQQQACBkgnkSkqtE9Tqbj45rvW0lnaDxGoEEEAAAQQQQACB3AK5ktLsPeer4n7FMwp7LagVEtK0Az8RQAABBBBAAAEEChDIlZRawjldYa8VPV9xQhhLNP2Fwt72REEAAQQQQAABBBBAoGABu0WfqzRpZULRoLBb9ccrpilmKxYquttfm1AQQAABBBBAAAEEEMgtkKul1PYcrrAk9DzF2YqRCiv2dqffKrh9bxoUBBBAAAEEEEAAgYIEciWl1goaPTtqH2K37b+oeFyxXtHVUFFaRUEAAQQQQAABBBBAIH+BXElp9lGsxXRuViW977NAWEQAAQQQQAABBBDouUCupNRuzZ+f45DDtM7PsZ5VCCCAAAIIIIAAAgjkJZArKbUD3J3XUdgIAQQQQAABBBBAAIECBOg9XwAeuyKAAAIIIIAAAggUR4CktDiOHAUBBBBAAAEEEECgAAGS0gLw2BUBBBBAAAEEEECgOAIkpcVx5CgIIIAAAggggAACBQiQlBaAx64IIIAAAggggAACxREgKS2OI0dBAAEEEEAAAQQQKECApLQAPHZFAAEEEEAAAQQQKI4ASWlxHDkKAggggAACCCCAQAECJKUF4LErAggggAACCCCAQHEESEqL48hREEAAAQQQQAABBAoQICktAI9dEUAAAQQQQAABBIojQFJaHEeOggACCCCAAAIIIFCAAElpAXjsigACCCCAAAIIIFAcAZLS4jhyFAQQQAABBBBAAIECBEhKC8BjVwQQQAABBBBAAIHiCJCUFseRoyCAAAIIIIAAAggUIEBSWgAeuyKAAAIIIIAAAggUR4CktDiOHAUBBBBAAAEEEECgAIFyJqWjdJ63ZJ3rSVperHhcUZe1jkUEEEAAAQQQQACBKhEoR1LqyXKy4mnFJzNcGzX/qOJixQrFdoVtS0EAAQQQQAABBBCoMoFyJKV7yfS3igmKjRm+lpCerHhScWFYb9tQEEAAAQQQQAABBKpMoBxJ6esybVB8TjFCEZWRmlkVLWi6QTE+Y5lZBBBAAAEEEEAAgSoRqOmj6+zsNr21ok5SWMtpVPxopifTdevW1Wt7e2SAUrhAQ+GH4AgZAnhmYBQ4i2WBgBm7Y5mBUYRZPIuA2NTUNLoIh+EQ/Uigr5JSSzatZTSzWCvq45kVmu8sebVNciarY8eObdE2K21DSlEEsCwK486D4LmTouAZLAsm3HkALHdSFGUGzwIZGxsb15OYFojYz3Yvx+37rkisRfTBcGWDpnY7f324zAQBBBBAAAEEEECgigTK2VK6Wa6ZHZ3O0HJSEbV6WqenTQoKAggggAACCCCAQJUJlDMpvVu2FlFJacZuzw9RtCnaFRQEEEAAAQQQQACBKhQoZ1LaFe+2rlZQjwACCCCAAAIIIFAdAn35TGl1CHOVCCCAAAIIIIAAAt0KkJR2S8QGCCCAAAIIIIAAAqUWICkttTDHRwABBBBAAAEEEOhWgKS0WyI2QAABBBBAAAEEECi1AElpqYU5PgIIIIAAAggggEC3AiSl3RKxAQIIIIAAAggggECpBUhKSy3M8RFAAAEEEEAAAQS6FSAp7ZaIDRBAAAEEEEAAAQRKLUBSWmphjo8AAggggAACCCDQrQBJabdEbIAAAggggAACCCBQagGS0lILc3wEEEAAAQQQQACBbgVISrslYgMEEEAAAQQQQACBUguQlJZamOMjgAACCCCAAAIIdCtAUtotERsggAACCCCAAAIIlFqApLTUwhwfAQQQQAABBBBAoFsBktJuidgAAQQQQAABBBBAoNQCJKWlFub4CCCAAAIIIIAAAt0KkJR2S8QGCCCAAAIIIIAAAqUWICkttTDHRwABBBBAAAEEEOhWgKS0WyI2QAABBBBAAAEEECi1AElpqYU5PgIIIIAAAggggEC3AiSl3RKxAQIIIIAAAggggECpBUhKSy3M8RFAAAEEEEAAAQS6FSAp7ZaIDRBAAAEEEEAAAQRKLUBSWmphjo8AAggggAACCCDQrQBJabdEbIAAAggggAACCCBQagGS0lILc3wEEEAAAQQQQACBbgVISrslYgMEEEAAAQQQQACBUguQlJZamOMjgAACCCCAAAIIdCtAUtotERsggAACCCCAAAIIlFqApLTUwhwfAQQQQAABBBBAoFsBktJuidgAAQQQQAABBBBAoNQCJKWlFub4CCCAAAIIIIAAAt0K1HS7Rek28HTomzMOX6/5ixR+Rh2zCCCAAAIIIIAAAlUg0JctpWPle5ni1TDWVoE3l4gAAggggAACCCDQiUBftpSO0/nMUWS2lnZyilQhgAACCCCAAAIIDHSBvmwpfY9wZyvsdr3FFQoKAggggAACCCCAQBUK9GVL6dPyPl9xt2KM4jXFA4pmRVR69XzpunXr7PnUydFBmBYk0FDQ3uycLYBntkjvl7HsvV32nlhmixS2jGdhfsHeTU1No4twGA7RjwT6Mil9TE7todXrmq5RHKNoVkTFi2aypjmT1bFjx7Zo+5VZ+7DYewEse2/X2Z54dqbSuzose+fW2V5YdqbS+zo8e28X7NnY2LiexLRAxH62e1/evm+T1Xmh13BNJyieCJeZIIAAAggggAACCFSRQF8mpdPkPFdhrZ7WsjlTQQ98IVAQQAABBBBAAIFqE+jL2/dLhW235+sU1mqaUlAQQAABBBBAAAEEqlCgL5PSiLs1mmGKAAIIIIAAAgggUJ0CfXn7vjrFuWoEEEAAAQQQQACBDgIkpR1IqEAAAQQQQAABBBAotwBJabnF+TwEEEAAAQQQQACBDgIkpR1IqEAAAQQQQAABBBAotwBJabnF+TwEEEAAAQQQQACBDgIkpR1IqEAAAQQQQAABBBAotwBJabnF+TwEEEAAAQQQQACBDgIkpR1IqEAAAQQQQAABBBAotwBJabnF+TwEEEAAAQQQQACBDgIkpR1IqEAAAQQQQAABBBAotwBJabnF+TwEEEAAAQQQQACBDgIkpR1IqEAAAQQQQAABBBAotwBJabnF+TwEEEAAAQQQQACBDgIkpR1IqEAAAQQQQAABBBAotwBJabnF+TwEEEAAAQQQQACBDgIkpR1IqEAAAQQQQAABBBAotwBJabnF+TwEEEAAAQQQQACBDgIkpR1IqEAAAQQQQAABBBAotwBJabnF+TwEEEAAAQQQQACBDgIkpR1IqEAAAQQQQAABBBAotwBJabnF+TwEEEAAAQQQQACBDgIkpR1IqEAAAQQQQAABBBAotwBJabnF+TwEEEAAAQQQQACBDgIkpR1IqEAAAQQQQAABBBAotwBJabnF+TwEEEAAAQQQQACBDgIkpR1IqEAAAQQQQAABBBAotwBJabnF+TwEEEAAAQQQQACBDgIkpR1IqEAAAQQQQAABBBAotwBJabnF+TwEEEAAAQQQQACBDgIkpR1IqEAAAQQQQAABBBAotwBJabnF+TwEEEAAAQQQQACBDgIkpR1IqEAAAQQQQAABBBAotwBJabnF+TwEEEAAAQQQQACBDgIkpR1IqEAAAQQQQAABBBAot0BfJ6Un6YIXKx5X1JX74vk8BBBAAAEEEEAAgcoQ6MuktFEEjyouVqxQbFd4CgoCCCCAAAIIIIBAlQn0ZVJqCenJiicVF4buE8IpEwQQQAABBBBAAIEqEqjpw2sdqc9elfH5GzQ/XtGcUder2dGjR09buHBholc7s9NuAk1NTaMbGxvX71bJQq8F8Ow1XYcdsexA0usKLHtN1+mOeOc0EPcAAEAASURBVHbK0uNKz/PerZ2W9XhHdui3An11u9w+N6WYqGhWWGlWzFbcrYiKH810Mu303JWMnqhfCB/uZHuqEEAAAQQQQKAfCahR5GfTp09/rB+dMqfaTwXe0nk3ZJx79nLGKmYRQAABBBBAAAEEECiNwDwd1nreW2lQWKvocAUFAQQQQAABBBBAAIGyCVgnK0tEo7DhoSgIIIAAAggggAACCPSJwBB9al92uOqTi+ZDEUAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBCoYoE7de2Zg+TbvL3V6XFFnYKCAAIIIIAAAggggEBJBU7X0e3tTVeEn9IYLh+nqSWrts5TUBBAAAEEEEAAAQQQKInAKB3Vkk5rEY2S0rc0n9lqausbFBQEEEAAAQQQQACBKhMo1+s935TrwYp3KiaGxiM1XRXO22SDYryiWdHrsnDhwhO1swUFAQQQQAABBPq3wGPTp09/rH9fAmefr0A5ktJ7dTJ3KVYqzgxPrLPb9Bu1bpLiyXAbm1jraVels2PYtifec889Hz3kkEMe7WpH6vMXeO6550YeeOCB9g8GShEE8CwCYngILLEsnkBxj8SfzeJ41tfXH9PS0jJaR3usOEfkKJUuUOqkNCaAj4UIn87AeF3z2YnOCNU9nrGNzXaVeOZKVl1tbe3Cz372s5dmHYvF3glM1m72DwpKcQTwLI6jHQVLLIsnUNwj8WezCJ6685loamqypJRSJQKlTkpTcqwNLZOa3qwYp7hdcYriQcURigaF3c5fr6AggAACCCCAAAIIVJlAqZNS42zPMH1V86vD5TM0tUQ1avU8WfObwnVMEEAAAQQQQAABBKpIoBxJaSantZRGxVpR7fb8EEWbIjN51SIFAQQQQAABBBBAoFoEyp2Udua6rbNK6hBAAAEEEEAAAQSqR8A6IlEQQAABBBBAAAEEEOhTAZLSPuXnwxFAAAEEEEAAAQRMgKSUPwcIIIAAAggggAACfS5AUtrnXwEngAACCCCAAAIIIEBSyp8BBBBAAAEEEEAAgT4XICnt86+AE0AAAQQQQAABBBAgKeXPAAIIIIAAAggggECfC5CU9vlXwAkggAACCCCAAAIIkJTyZwABBBBAAAEEEECgzwVISvv8K+AEEEAAAQQQQAABBEhK+TOAAAIIIIAAAggg0OcCJKV9/hVwAggggAACCCCAAAIkpfwZQAABBBBAAAEEEOhzAZLSPv8KOAEEEEAAAQQQQAABklL+DCCAAAIIIIAAAgj0uQBJaZ9/BZwAAggggMBAEZh06SN1A+VauA4Eyi1QU+4P5PMQQAABBBAYiAL7fun/9myrbX98/ysefFssFv9DyrkFcefPXz1k0VKXSGiRggACuQRISnPpsA4BBBBAAIE8BMYlHhoa39b+kDad4nlKRZ0721OknOcmbGvc4K586Anfdwtifnz+6A17L1p0Z2NbHodlEwSqSoCktKq+bi4WAQQQQKDYAkdf2FT7xrZX7tdxj1UOumbbyr98dcikYwZ5nneC7/x3qX6i873TlKSe5nsp98aoV7ZOmPXQn30/Nt+LeQvaBif/vDZx+tZinxfHQ6C/CZCU9rdvjPNFAAEEEKggAd9bP+qR/9QJzVC8HkvF3//az69VQ6lbqfihwh34lV/u195e+y4lqCcoMbUk9VDnvPd6nv9ep+bT2m3ejgkz5y3Suvm+5xZ4rW1PNn/7gxtsXwoC1SRAUlpN3zbXigACCCBQVIEJMx++WRnouTro5pSXmrHmxtNWaH5y5oc8942zXtTyvWG4SVc9MqbNTx6v1lNLUE9QHKkW1nfqOO/U/Cy/rjY1Yda8JZpf4Pv+/HhNasHq6858VcsUBAa0AEnpgP56uTgEEEAAgVIJ7D/roZk69mWKHb7vfejFG89Y6CdcjZfI/Ymrrj/1dW3xizDcpMQj9e3b/WOVgEZJ6nStO9JCjwBcmkrGfd3uX6kHVRf4LjY/FostaL7hlGatpyAwoARISgfU18nFIIAAAgiUQ6Bh5kMX+M67QZ+V0m34c9VC+qifGK4WUu/n7de4sfGYe0rrmlzKX+jak03edVvXdXVeqxKntmjd/4XhGhJ/GOy2bHqHH4u/y9Mt/3QLqnewWlMP1vKnfD/p1JL6gpYXeL4XtKauuWnG3/XZ9tgABYF+K0BS2m+/Ok4cAQQQQKAvBPabOe8MPft5pz5bj4F6lzbfcNp9SkjP0vxctWaOiKtW01P08xTnaaG2xvmJES+rskl1SlTdQhfzF3mJTW9ouUNpTrxnuyofD8O5xB9q9tu+6e0xFztBj6AqUXXHa93++ox/1XOq/2pnMWHWw2p9nackNX3Lf03ztsXugXOSHQ5OBQIVLEBSWsFfDqeGAAIIIFBZAvtdMe9dMc/9r86qRrngtaufn/F9N3v4N5SQXqUkUVXu/tv+3PqTS985eIgaURtV36j6o9WhabzWWZwZbKWs1k/Ur9ZyujXVxZtcq/dX78a3Nqpu95J4T7seSl2oSotbldx6+1398OGxdj2P6gUdp+y2vx37QzrshywRnnDA0BY366EnLUlNxePzB212TatuO7VV21AQqFgBktKK/Wo4MQQQQACBShKYePmD01Ix9yud0xA9Q/r95vhHv+MOq39Ey+9T4tmuxPNKd+2mb37euYM+/5tW633/Uzt/3VP3XGL4QUGC6pwS1SCO0oqJmp+oJPJsJbDODdbN/kT9P1SXbk311bIaH/60l1ibNVyU5794nVum7SzuULj9rnjkwHjcf5daUtVxKng2dZI+7xQlqad4qZRrG+q2Tbjy4b9o3Xw/5S3YNnTLn15PnLPZ9qUgUCkCJKWV8k1wHggggAACFSsw4fJfTUzFY7/WCY5U/PTZoZ/6oRos7XZ8g+I158U+4s3Z8JjmOxQ1n/ouscmSVAvrhe/8s13cHT7s0HSiqtZUS1R9d4TiYM3b86O6LW97bm7Xrf9nVb9Q0aTEt8ltaFni3eZ2a/V88eZTn9N+FnMVbr+ZD46Lx2Iahso7Qa2lmrrDte+7terdegbWDd02tH3/WfP+qk+Yn7Jb/m01T7z0rQ+8aftSEOgrAZLSvpLncxFAAAEE+oXAgZf/Zu9kvO03SuzGKUv8/eK6C3871N+yQCc/WPFn59Wc7SXefKknF+M94JLugc1Ra+dc29e/0NW6cSOmalZJqm79+950JaeWTFrdVM3/u8K5Pet3+LOdDRmVTlJ93fqPb1juJdRaG5YXbzpzrWbvC8PZK1C92vbj9eiBJag2XupRimO0/hjVXe4GtacaZs1brpbVBXqwYH4ylVoQHiM8IhMESi9AUlp6Yz4BAQQQQKCfChw888Hh2722R3T6BylZ++uius+uHuFtuTO8nO87r+ULSgZ3FOPyvDtdm3Mb/6pjWQSf4X/JDXEj6o/QctSaaonqwWo1TS9ba6reEuX8+q1KVJ/RdkpU7fZ/qsnVbF6hc9NK58JWUHv0wMKNSdw/bMjWPd7pxexWv3eCEt9jlKxO1b5T1bp6cUyvSlUP/1Vat0AfMT+Z9BaErbG2OwWBkgiQlJaElYMigAACCPR3gUmXPlK33Uv+UtdxdK1Lrl5Q90V/T6/lk7qtvk0tmRer9/zcUl+j9y2nz2r5sz7HIih+Ysww5207Krj1b62plrB67kAllMdq3l516pzGpFKi2uLP9pXgxtKJakyPACQ2rtZqP3ye9FFtaeHsWncMTU6P2a3+oPOUd5xVa9NJek71gphWKEl9WXUL9DkLUjVu/ovXzViuc1AuS0GgOAIkpcVx5CgIIIAAAgNJ4Oz7421DU/co6XrvINe2/tFBs+rf5q2fqEtsVnxYCam1ZvZJ8RKvb9YHzw8jOAf/yhGj9DDB0WoXVUtq2Ovfho1y3olKLE8MElVLH2fXv6mJnoXVs6nWohqrXWiPHoQ985/QFhbXO13/hIYhR2jw/hPSSWrQy3+81n1Ux/poLBkMQ7Xed/OeUEvqgpRLzX9x8PCnnUYK0DYUBHolQFLaKzZ2QgABBBAYyAL7T9zju0rc/kUJ6bYHB10zckLslbiu97d6d9PHvetb1lfatXs3bHxL5/S7MILT8xPD9lYraWM6UQ1v9zv3Nq18n5LV96UTVQ0aMLv+FdXtak11qSYvcc5ra9KPEVjy/W1ZeHql6iHpJFW3/NWiqvr91ep6pubP1BiqbsK2LZv9WQ//UXULvFRygdtj+FPhmKvalIJA9wIkpd0bsQUCCCCAQBUJqMPPHA1K/5lavYrpnkHXDzk0vkaL/nXub5uuCToo9RMLL7H5NZ2qPQ9rERQ/see+LtVmz6XqmdSw1386UT1NdacpwVSJWaL6QtCa6sVsbNQmt33kIiW+z2re4gcK13DlrxtSqZQG80+F46V6k/XcrRJe9z4/pscHtm1p1S1/23++ktkFNYO9P4Zvr7LdKQh0ECAp7UBCBQIIIIBAtQrozUiXKAO9Jq4hQ+8Y9P/ix8T/vlGz53nXbnpwIJiEowS8pGv5hV2PclCNoTpi4q7W1ODWv55XDW79661R/odsOz0a4CtRfU5zTXqMVImmvZ3q3L/qUYL/Up2Fm3j1g/sk22PvstZULVpL6jTF8Ra+Hkxt2+YnlaRaZ6z5OsaCWi/+xKrrT31dyxQEAoFyJaVX6NMuUSxTfEJhtxnUwu9uVkSlXjMXKYJ/p0WVTBFAAAEEECiHQMOVD33ET/m32TieN9Te5Z0cX6SOPP6HlJCuLMfn98Vn6H/EGkN14/P6bAsbQkpvmlJTafuwg11Mt/6DFlW1qvruSK2aFITvfTT4X7jXmlSiukLbKElVsuo+0eS2tTyszlk/1bJr+OIvRvp1tceJMxiGStsdrep0+N6X2oStJPVZ/U9fw1B582tq2hY8942zXrR9KdUpUI6k9BbRXqawfzFdqnhToXZ9N1Zh9TMVVuzBbQoCCCCAAAJlFzhk1i/f3+r7/+2rmW9Wzf+6s+OP3+9c3SfDTkVlP5++/MD0MFKbo1v1QSuoEtUalxx5uPOSSlR3DvZv/18/TAnrYZqeF5zziPo2DU21PN2aer4SVSWrazd+1Ya7Gpd4aGjt9vg/KRdVa6pu+Tvvn2x/Jcba37+ovb3GevhrdABvgVpW5y99vW10cEx+VI1AOZJSSzwnKpoVFyo+rbBW0nGKOYrM1lItUhBAAAEEECifwJlXfuukZ/3UwylXE/9UzSOpz9T+6gq9gelb+h8Vd+7Cr0GJqnrVb1isRYsfWrV/qatzI+unBUmqtah66vnv+3pLlVpVfU8tq779/15NUPXbldRqv39tcoPttr//M7d889cbRzXF1o987eiUlzxBPfjVecqzW/0T9fiEXr3qzp3z+JvugnG1dwfH4EdVCJQjKbUE1Mo5irOCueAlv+49mp8dhlVbiykJqklQEEAAAQTKIvDdr5z7wf9sH/tAqxsUPz3+x+1Xxu8/VcM9/aEsH97PPyT9qtMWu3VvERQ/MW6oS256e5CoxpSkpl+fepDS+3doXmEpgeLw+i1N7r1/1UK6NdX5l52z/APPNR1w7pSkBvPX7dR3jR4aO3afQW2btA2lSgTKkZRGlGM0Y2OcWRmieFpxvuJuha2zXoIPKJoVUenVv1LXrVtXrwNMjg7CtCCBhoL2ZudsATyzRXq/jGXv7bL3rErL+y+eesG32v951ltumHeM97cW98QPPlg7f/3Lwin0/x9V6Wl/qLzEWpu8rvh1GG7GgbXDL5o+6LDJo93UMXvEpg6rc1MGxbx9td46Q1moeO5/D/1Ny5a2/1v+1nZ/2Usb3YK1b//i1jd2pg3prfg5sAXKkZReIsLbM8I6OVmr6X8rdDsgKPYHeI3iGEWzIir2T6rOSs5kdezYsS3aacA+mN4ZSInrsCwuMJ7F88QSyx4L2G3nV0Y1fO+8HRdfsNYf7SZ6r7wyfvDaQ789f/2GHh+s6x34sxnaPPxcm1MsyqTyE8P3cinvaPUwSbemangqDUQ1fvgg750W+1vT0hvfcfftddmPM/djfmALlCMp1QDEwb+a9NB40EI6UtM/KdoU5yuspXS4YoLiCQUFAQQQQACBkgjYOJ1b/NqfXbLj88es8PdzI73NL69q3XfaYzd8qpgJaUnOfSAdVI9IvKHr+U0YwaX5Vw8dq8d6G10s/erUtkGjj3qrZu8tA+m6uZbcAuVISq133hJFMNSEpncp7F+QUf1czVuxZ0qDdv9giR8IIIAAAggUUcBPjDyx3Xf3Xbrjc3svSk12g7y2devje7zjpW994M0ifgyH6qWAd93Wddr1oTDcwoX/X8I1NdEDv5ee/XG3ciSlSwVjQ0ANVljraHTL3urt9nxdWJ/SlIIAAggggEBRBfS8l+euGf5lDTN0w6y2T9f8PqV+OC61vj01+D0v3XCKPUNKQQCBChAoR1Jql2nPgG7r4npbu6inGgEEEEAAgYIE/MSYYc5vtSGMzrmu/ePuZ8mgX83mpOdOefHGU1YUdHB2RgCBogqUKykt6klzMAQQQAABBLoTUGca9aJv/bm2O/z25Jnb72qfYXfsdvi+96EXbzxjYXf7sx4BBMorYLfVKQgggAACCAwoASWkGhfb+4vu0x1+d/L9L9/c9hF7VCylV4ie+8JNMx4dUBfLxSAwQARoKR0gXySXgQACCCCgZ8XOdnF32PBrlZBepYTUuzf53idmt51nr7NUHwbv0uYbTos63cKFAAIVJkBSWmFfCKeDAAIIINA7Af+q4aPVpf5e7f0+JaTt/5U8+Qdfbbvg37Vco4z02uYbZ9iY2RQEEKhQAW7fV+gXw2khgAACCOQv4CdGHKWE1F5Z+T61ib76/dRZFykh/VctD9EzpN9vvvG02fkfjS0RQKAvBGgp7Qt1PhMBBBBAoGgC/jXDL3C+f4cOaB2Z/jyn7bwv/bj9/T/TvL2s5acvrN7yOU0pCCBQ4QIkpRX+BXF6CCCAAAKdC9jrQt2e9d/W2s8EW3jue6e33fiNZe37/UHL4/SE6e9rt8b/zT1wTrLzI1CLAAKVJEBSWknfBueCAAIIIJCXgL0u1PntD2jjf3Kep3GwUxcfsvWen2334paQHqRYNNhPnbXittMZCzsvUTZCoO8FSEr7/jvgDBBAAAEEeiBgrwtVQmq96PdWNCs+fND6+5a3DU0+ovmj1anpH/Fk7akrbjltk5YpCCDQTwTo6NRPvihOEwEEEKh2Ab0a0NPzo5c5P2XjjO6tDk2/0VD4jd7yuxa3DU3do9XvVf1aP5l6/3O3vP+1avfi+hHobwK0lPa3b4zzRQABBKpQIPN1oUpGlZ+6b7jlLbO9B1xy/5l7fE/Pj/6L6jbEkslTVt9y5uoqJOKSEej3AiSl/f4r5AIQQACBgS3gJ+qP0etC5+oqD1VCutGl/PO8azc9aFfdMGveHN/51tFpWyrlzlhzy5lLrJ6CAAL9T4CktP99Z5wxAgggUBUCfsKGeBqe0MVerrbRuG7PL1OHpg8rIV1pABNmPXyJEtJrNNue8t1HX7z5tAVWT0EAgf4pQFLaP783zhoBBBAY0AJB66jvfqyLPEyto0k9TXqjcy0JL+G224U3XPnQR3zf/45mfc/3L3zxptN/ZfUUBBDovwIkpf33u+PMEUAAgQEnsFvrqFPrqOeeVUp6gfe1TU9FF7v/zIdPVkL6Ey3H1FI6a81Np1vySkEAgX4uQFLaz79ATh8BBBAYKAKdt45uSnhfS7eO2nXud+Wvpqtl9OeaHaRb+re+cNPpNw2U6+c6EKh2AZLSav8TwPUjgAACfSyQT+uoneLEmb8+OOUnH9bsMM95P2m+6dQr+vjU+XgEECiiAOOUFhGTQyGAAAII9Ewg3Tpav0hPhs4K9kw/O3qU97WWnbfrrX7frzw0PhVL/kazYxQPj35rn0/ZsKW2joIAAgNDgJbSgfE9chUIIIBAjwUmXPnIezUQ/e3a8ZAe71ykHRr0gtCMoh72zpLTWRPSKequVe07Z//YNsQ/Z9GNjW07a5hBAIEBIUBSOiC+Ri4CAQQQyF+g4YqH3+bHUrcqIf14/ntVwJa+W5Zsqzl97Y0f2FoBZ8MpIIBAkQVISosMyuEQQACBihU4+/74/gcMvVg91r+mW98jdJ5b1Wno62v/89O/2vHmK8tLfd67nh310uOO7uxZv/ut+lKfB8dHAIHKFCAprczvhbNCAAEEiirQcNXD7/BT/h066FF2YM9zGtcz/oXmG09p1uJkqytlyadnfSk/n2MjgEDlC5CUVv53xBkigAACvRbY90v/t2dsUPt1Skg/rYNY59Zmvf3oCy/eeFpZBpvf1TqqtzJ1Me5ory+OHRFAYEAJkJQOqK+Ti0EAAQQiAd9rmDnvfN9r15uQgh7rO3zPu7V9cOrraxOnl+WZTFpHo++CKQII5CNAUpqPEtsggAAC/Uhg31kPT427h+/wnXd8+rT933sxd8ma60/7ezkug9bRcijzGQgMPAGS0oH3nXJFCCBQpQJjEvcPG7p1aEKvg/+CCOz3+yt6evSyNTfO+J9yjelJ62iV/uHjshEoggBJaREQOQQCCCDQ1wL7z3zoX7xt3rf0rvh9dS5JxW1xV/fV5288eWM5zo3W0XIo8xkIDGwBktKB/f1ydQgMSAElQDEvMSAvrccXte+VD06Kp+K3KRn9QLjzUy7lX7zm5tP/2uOD9XIHWkd7CcduCCCwmwBJ6W4cLCCAQKUL+F8deYQGfb83eY3bN+a5lTrfVUrI/hFMk/4/XLu/yrt+8+uVfh2Fnl9D4g+D3fbNV/r2ek7PDdbx3tT74K9uHrLwLpdIpAo9fj77l7N19OgfHF2rc6pddNGisnTSyuf62QYBBIorQFJaXE+OhgACJRLQS849d039F10sdb3zXZ0SUiuNQURvQLfKQZ7zZ9dvUP2qIAZgwtpw5cMf8LdtuU0kk3SNvi5/7qBYbOaq608tWzLuf7X+HfoefqTPP0zfTFKvoVcv/00J72tuu+qKWqbcPeWDra71ek9DCRxx9xEfWnzeYvvHCAUBBAaYAEnpAPtCuRwEBqKAf/XQsa62Zq6u7X0KdSp337vqdzvuv/49ta0u7h2kOkvOJmlNND9Sy7kT1ihZteS1n7Swjp/5yL41Xupbvu//i65PDG5pyvkXv3Dj6U/YcjnKbq2jvovrJJ5VSnqB97VNTxX786f8aMqxGln1Jn2vx9mx9SYqfVXJv0z98dTzl16w9JfF/jyOhwACfStAUtq3/nw6Agh0I+BfM/x0PUH6Q+UjY5QAva7nJT/pXbvpIe02+YYntluL2Z+yD+FfNWyMq1ErYq6E1Q+S1vSu2S2sFZawHn1hU+0be77yeT22kNAJD1NslkVi9Jtv+86iOxvb0hdR+p/lah1Va+hkJZ/X6Yo+pLA28VeVkH5Tjyf8k+Y/6Hv+z6f8eMr1h+5x6DUPnPOAdeqiIIDAABAgKR0AXyKXgMBAFPC/5Ia4+vpblJJ8VgmpJSa/dTvaz/eu27quu+sNnym1W9n9PmHdf9ZDx693r9whg6nhdf+03Y996eUbT31pTXcQRVpfrtbRaT+ZtrfePHWNEtILder2DOkWJaDfbG9vv3nFJ1dssj8HupX/ZdXfoD8RVz+79dnGQ+4+5ON/P+/v64t0qRwGAQT6UICktA/x+WgEEOhcIOjMFEvdq7WHKVqVjFzlrm35tjLT6OnRznfMo7a/JKyTrnpkzI5U6iZd83nB87R6zMDzvEubb5jxf3lcZtE2CVpHnfux5A9VIliSZ0fViWno9rrtX06lUlfoxOsVSV3rXe2x9tnPfuLZXf8I0ePCy9yyW9VKukjncp+2e1/cjzdN+9G0Dy/59yVlG22gaLgcCAEEdhMoV1Jqv2guUSxTfELxlsLKSYpbFdYpwZ4Va1VQEECgSgWC5CujM5MY/uaSsY97X9uwuBwkJUpYW5znrVF3pDVKpNbo8YM1LhZbo4cj17h4co1LbHl1t2Q7kYg1bJv+6bZU6jrV76nr3u5ZJ6LBw25oTryn6J2IunItR+vo2fefHVdr5/k73I5rdWt+XHguD6m19Mpl/77sb12d27ILlj027Z5pR6faUw/YLf1ULPXk1LlTL156/tIfd7UP9QggUPkC5UhKbxHDZYppiksVbypiiqMVjyrsNXjnKeyXrdXr/0sUBBCoNoEOnZmcu8O1tFyu4eC3VYJFjxLWXR2uJuncRyohtVvvU4Pfbp6loPo1F/y2izs3u367b8mq79Y8ljpyy9XbJk5f63wbAN8N9XY8Vpva8pklN35ihS2Xq5SjdXTK3Ckz/r717+qx7w63DkwqC72Yd8XSc5c+ns91Lvm3JS9N+s6kEwfXD/62tv+MjvEjHfOY7S3bv7jq86to4MgHkW0QqDCBciSllpBOVDQr7DmhTyv0WzlISE/W9MkwrH6CollBQQCBKhLI0ZmpXyjkTFivHDHKDfb0uy3Z4FKaxvR7zvcnqPVU0+B33l6b/KEH39p29sH/lTxZ98djbqz3pvtqzX+5U+NPnajflkuVuL68s7XVfkd6amVNqbU1pun6lhe924pzl6kcraNTfjKl0aXUo96594TJ6PO6xquXnbvsfk2D7DTfLz1MPj+rVtK/6Fh3aL/PKEk9Uq2oZ1vSmu9x2K5yBGw82ra6thOSLnnWVauuOvXD7sOPVM7ZcSalFihHUmoJqJVzFGcFc06/kqz1ID2OYFgV3MIfr4XmqIIpAggMbIFCOjP1Fxnvho32uJLFMx3P2feOmHnf+Zu9ITe1u/henkulToovarq19vsvjPC2jA+SVt+9Tfs1KJFt2Lm/mlaVmKbvK+1Zn/Jn6x33YWvrzoTV+c0a03WNc0Ne8BKvb965bxczpW4dVSemibot/w3FR3UK9v+F9Rra6utuD3fH8nOW7wjul3Vxbt1V2217PVe6OBlL/iy4nd+eWqTnTj9it/m725f1fS9w+P2HD3Nb3fv13Z2l8Whn6IxGad690vqKe9l7eVTfnyFnUC6BciSl0bWM0YwlnVaGpie7/bT3M09SWMtpVHr0r+Zop3Xr1tmD8pOjZaYFCTQUtDc7ZwvgGYrcOWPoIa1Da26t09973c3eseKN5K1H3r7lbt13Ha5NLLorDd1tUMnr9/znTx6wx7QHZm/whv2Tnaff1rqoZdnvEz/87e0rf5hx4oeOcoP+7ai6sUfsXTNufL0bN6LOGz+szhs3tNYbXxvzx9fGvX2U4Y1TAmvPZL7TRQlrcFB7RqDVtX+1/q3WlL+2td1/eWubt7Zlu//ya1tTa1etd2ufWbfj9QuOrvu8Rhz9sI4Rb0265362vO2qf/3/2TsP+KbK9Y+fk6QT2jJEZLYMRSzgQv1fJw4cTMcFJ9MBesWrAi3iIKCyxa1XVLYDUBkFHHgVFNcFFKGFKyK0BUEEhA46k5z/70mT3rTNapImTfN7P5+nZ73nPe/55jT5ned9n/ddUSz9eNtLMf6kxL8lNmk9uPX9CGK6A+VEQ4iWlP9VvvjwksNz837Ky8e+FH/Kt5+LQKdCXOvWtsPaPqeL1Um3sM/PmHbG7N3G3fOtoXL2jMFZpgTnMuF7lWaXNGvW7NpmV0afGn2NclK5GIFtMiuZNWkm7VdTnunzgQkDm7fR2thjUOyHuWzABIIhSiXA6VUHkwdsEOwEzDElYWOj4w6sy9u0s+RWrLZq1Uq+6HY7O5H7fCJAlj5hc3lSRPPEP69tZibFOjMTKO1ULbo7ur6a70swU9ixbG3MiDeU6J5QNU26NkXDjmA9PWfOzQsU5ZYa32278I35+L9LESTqvJukNghyMrVpG8VsSsa4rMkVXQQs6BqAdVW6B6jt9TqtabxObRpvUFOb4qe/TYKKUHqdcgWOKkrlz4A1sj7GUGC8c4X/szKlzE+JbaQ2egger8dwEWkZs2BGpoUQvk/uHrt7v1w50Cn/u3wl9ZHUXrtO7pqCe38sulV0erc3unXQ4rW74Y316C0OcH3C7tkM8P3XKK77vO4d8bTeiBeTgTh4CQydqq3Jgs/rW7ShrkSz/cpd9+z6VfYO2jzIuGXLluYVWfg3EghUfhvV4c2+grKPwJbB4mDy5fQdTDyiq2Bnw1Jgsv8YLCKSZmyWqBRrqjrjuHiImUggIgjU92Cmuv4Q2qWtGaArVl6EXzQF17JAgb5hKTNMPPD89RIA6lNSl6Mb6vLjuThZ7OvqheAaGGa/UUvFrLeJVghWna0/q7Vfq5YM7+iRGFW5MyCzMhkVXbfkbnfiqs+gLhWeVk35FM326Zl3Z/ry4lH9ltxu2wbTfxyzPm3GGKcLkHmwrkiXyulJ3WKrm4MYV/asRWedg5eRG6VpHv1+e+ClxJ5K8YzIc7ESOzKyhmf9YT/AZeQSCIYolaj77TAZU07SmzB5gxwAk5k47I9ob6wXwBp80oxJHRXFtFokumZs0k81nshu8DfNG8Rn3fjUxKmFuoKyyIQR7sFM/nxqKRM+TsHX3YvopiDfe5J+RKT5AznT+v5QsVl3f9HcpGHYKfnBF3N6vYRo5Uw8l//1txbox9kbQkOCmM6xlbUNV09D3871/pZd2/NlGlII0QstmuUjiKFUTk9aW4K+5e/1ZS/D0eyj0n3iRmURrCKYz15YHsTpOnweK8vN5R9bJ0SwH+GSBEAgGKJ0B64jHZvQaKSUw0wwSRaYNM9DmlXZj82GmyBMLkfAwoe4w1Osd6lavkeAwUD16XynPxYNl0Rk3Zl2n8xOo/vqaHpCo2i9+gb+9Raoxr8ORAKFSAhmcvU5phqXRZ8sihuraeYnkEf60ufhLfzJ3L1FrynLB9eb6TEhSOX72OeU+nbq2RDZM/CNfp2tkFyIkScyczLfUYz+le1zpXDiz8N+3o0gmv9TizBNLTymnJ7UH5quz5XJD8qiy2Ss8RuP5hzth+egosnd6qZXD0KErtJ02iqogC8zB2dG6Gu5a3488j8CwRClcjXxhroaa9DV/v/VsoGsacaEkejn9TpuR/qRbYIZQOb/0A/sS+2ppGHqlLzlDeRWeRvVCZyW+CA+6y7RMse6pjytqCajZkz8BA24byt/FKxR51pfzKqfFfbbdTkzU32H03bCqs4ni/UfIe6oe0VdtXfRd3Zszqy+DaaZstu8bu0QoPI0xN4Q3KM4H05AgEw7qZ18KXtEdkl9+IysfUk15TZMT/of1IfTkwboQ8H0rs31ir6fNM0jYl4Eqbx02dN/8UysFNs5ZOd/IFLtLaL241ySgFMCwRKlTi8eKTutgQhnJc7Ev+Wjtnueo+zMT1NS8a+qJLyC/aPwdb4UwrQzhOm0SOESKfepPda4BT7pp+R+f8/XFrZJskaZSrNWX4w92VdpnXhYm4QAENXytmoskK4tYZ+sDpIQzswUaoAdJmRca9HU98GhKeqyW1F19+dM7/NFqOsVqOufM/+cJuVK+QQ81w9BhEprVymaZV8rV8ufrZfz0EMUcXpS/z/9rm91TdZH6eW7ayDsMpRo1xDQn6q09kn/0JXoOvG/riBD/b8uS4gcAvYHKnLuOMh3ag1oUkzvWgWIopRhDMH7ITzmWath9YsWjIYHdTc8qLNwbCr6m56OFr7RqhF5mRoGgWjdFNxIE/yAf9z2+YKpWN+tPZbQXIlRh+BzvxvdObrBfZqG3izjtUlJX2P7LUXX+EPVeLAoHAFEejBTcvqacYhgmo7PDpHF6spYzTT0lxn9GkR/eTSFR2P4ngdMqukJiFBpooUjWH0PTfePbx+6fV99f145PWntPyF4mHuINxRnSqDSOfgtk253ksqw/imWK8st5avRP/SgdS//kIAfBChK/YDn6dTKgCYNPlFFOQpP2C2qsfArOa/luE8bRRlKWh2YPnAPROocBIH8hojYdyBIRihqQoo2QXeLbdBtT5fh8XpMQDM2RaCf+V5UsVwxWcbaq6pOK5CRJl4QQzM+xqlU78Fnfyt+4y/HVz76HRe+pE1KfBeeVHhP8360n1ffl5EczNT2kWVx+pj4N/FDfSc+JwytoU3Ont53Mj7b8G+6hBDBTEyDMcD5VDyfHW3P4Zdo4UnDtKBb6vtz6Vg/Tk/qSKPm+qBlg/S/nPzlYplRCV0zxCvaEWLUnlFerj7G9srY0th1W0dt5egxdjJcBoQARWlAMNYspEpAk6pk4YdpAATpXsmZnLamq6KWL1c0vYofsp4Hnh9crE4pWKU9mXQFpg1cjZ+zK5UY7VvtiaR+6jN5v9UsnXvChoBmeh6fvR4/5K+ozxTuQr3PqF531Zj/PfZ9rxlbPKwoJbdZvacK+horygMQqg9AnP6I8xGooXsXIzWcqH5+fdiO5GAm4d/p8ZXtTCbDCvx2n4/NAujQYdnT+6+oD5+Nv3Xovqj7FdpCbRbKuUDKgmc0C6IkPXN45lp/yw7V+ZyetCp565iySqPe8HjfuKtoV398yC3wOdsz/QFxmoFwtZXFBcX/trGzH+OSBAJKgKI0oDgrCqsS0KQq+OI23IFIaxnQX0lOX3sHnCiIvlYay7YhupH0IYUYwZf903lb0dx/EZxqayBMzlb0GoRKwk3wpG6S40zhRQBew5vwqV6FWh9VSlR4zNwn21SQbyHXW3ip6aZourvxu4AmfuU8q6nabHhVP8DAFW8pxsKv8ZNR6b5wX3LdHo3kYCYh2278mstMJkU647SE7dEUy4250wfgRTS8U+q81LMgUqZjHMn+cicQKRJF/dSZ8WcusI0FGt43iNpH8vSk3d/p3hQzJ/XFt8iNQCGjJjR2+Eb5FR/4SgzauDIzN/N7JYQjKIT9Q8YbqBUBitJa4XKf2WlAU1Z+mgxu3XnMupiyOO0F6IjRtlJ2YnkWvuQfaj9hzZrc6f0+l/0yTJCWdsplSnzZe/iC6Is9n0OIjIQ37V3beVyEAQFtjBKDpvfZ1qqqyqTadsWAVx0z+CiPoJwJStOkG+F5k+Z9EbiIctYNUSYl7kZkAbynlkVqxRiUQacCRWybmclSOTOTYtbdoT59os4HSA/6zbq4YEr62lH4H34Jh6PRwv2ZpUx/uz8D4bu4TFB3d13ctZXBYpiMWXdG4sIy404+7nFWTGnMHDTXFiFgKKj1qeuLYXrSHxFJ3tOgGeQ79lo81eu7Leg2IXNY5hys14sXv0AxkNESMDTTALxg3KiVa1egXAxVZ01yn9INY6VFsazcOXxn2L9UVdwW/4YbAYrSAH1i7gKaIDo7lmuWZfBsSdNeCSID/gkROhfN+I/jS+8Z9Dibjzw9sO+4VEedebQAAnegkpr4PL4SxyDPEu2pxNOVKflT6ot3LEDYGm4xzZMegYjsCGG6A4Frc329UfVlmVsybynOX4ruHB3gPYdQ0IbjKTkD3nSMC6l/Bn2X11iHltqV/4l1dh9fL1aL8yI9mEnGHy0ojn8JYm2UFZumPJe772R6fRp7tBYfpzVrl7e7JBgMhvGqWX0U99UIO8shXv4Fb+kUBDH9Wdvywim/jBiAvpR97NOTou6zEeBzobYsJNOTBhTdWQvOStUpOvGGip2PzxQ/I9Yk44Z/js96pd6gXyV9bW37uSCBkBGgKA0AencBTfCkDITHYT4uI0PD/IahYQblTu/zk1w2Z1/R9OSO8X2werFqUV7FEk37Fali6sD8h+Al3Y09L0CYGuEd66z9lX9PhVCx5+SyvhHQjI1Og3CcaK2XRXlEnVI5YYRfVUX/4n0o4Em8sBiVronXIzDublynH8TvTXg+blLOSjiAoaUWKGZ1ni2vX9dzdXIkBzMJkw4TV7UsLNZ/gF/2S7FZDBfTfbkz+y1xxau+78fA51F5R/PuiNJHjcZLsHRBEK/Zh3pVP1EGn6/v9Q9U/RrM9KRGTPPavhvGv7bOpiRCFCO6VKZCrH2K74uVqkFdu+POHVZHSOVRrpBAiAkYQnz9sL+8y4Am45eG5KLCqXgLHYeblDfTFWpp+cjsF246UXnTmNHFMn7dUJ3Osg05bk9JX7M6e0a/9yuPy4nG/FcgTPfi+Pv4qbhLaZ6YrBm1m9HP9KhjPq7XJwKGqRCKCfj0VmLc2X8HumYV3tB89FVW1loFsKobWhEcBe+pojwBb+pEBEd9gX1vKcfzVgbqJSbSg5nkc2yXtran2aR8hMj6dpqm7od6u3n/zL7S7FklWcfxVMtHwCv1DxzoVOVgPdvAwOdKbJtYe62+QUBLWubIzG/tOyJtGY7Tk3Z+qXNMXELc1RgN4UY4QaQP8GnWV4uKD+8Ifj8yZI75k8rJ9fVlUoNIe654v94RoCj1jpPTXK4Cmto+ntFGX3zyfbSSiCcFTSTahJwZ/Z6HSBEPRJW0f1af39qnZzyKH6+5OPham7R1m36f2eeAYyYI03UIJrlM0Vsy8EVzGcr5TnsiAZH5Bb845uN66AnAa94TgnQYfgRK4R+VF5I6Tbb+pDPx7MxSjI3xbOjQ91S5BRe9Bo/bNXiJOaZNUhZXDMxv7afqU30iPZhJoLVPX3MXuhjOxaoMFr9JbzD9fd/UgYflmD3ZgoMeNCmmIfifbmzfX9+XCHjZp0apY9GPckV9r2sw6hcO05PCw51UElPSB8+ZeENvgAMkwUGI7oU4XYkZl1Z2adTl24YSmBaMz57XCC0BilIf+LsLaELf0GtUk/YOij0VJuLy1pwZ/d16HXJn9H8Tzfz98aXSP0q1YGB9DZGQVQWsBI+gH99FSpRhNcrsialJv9WMTTDu6YkN2GaqBwQgDKXL7wuoig5eyheDOZyXXBgR+V/h2l/huXgIAVB3YA8G5kfkvozuoOkehvf0ezxWCI6Kfd8W6e+RmvWeInhmJiugQcv0yR3iZ2B9rGyDyRsJcUUPZRkHl1mPo7k0NTm1L4bNGYPta2DSMoJsynoIg5ezcrLWKvU/elm87BHTVI979Zjq4/Sk6PfbOkoXNQCVv7FULb0SgjTadiMyiYF0C7NO7YmXi+32G9yuVK7ad3FJAvWWAEVpLT8alwFNRqOufceeT0FKPoXfJL1E4mKe87v2TOtzxJtLqHrTvZpZvwO/ZL3bp60bkztTean6eerUokPauJa9lEYlS/Cbh0GNLZ/CWzsKTfkLqufldggIGBNvhRS5BFf+A4/AsyGogfWStrFMX8PGa/DcYjgpDX1Prf2V/w9iGeOflj6P/Qie0t6yjZHqtKqRHswkUNo+8kkzXbT5PbC6Fptl+OF/KGdGXxnSTZEmerPOPBLC8wFs2pvopc/eYjSVvpI1Mmun5GMKYwL1YHrS7vO7nwmC4g29ESNuXIilvPRIMsG+hK00m8yrdt2zK0d2MpFAOBOgKK3Fp+cqoKnzY+talBVrS/D9JT9cZgjLSblxm59RjEaLt8VLM2BKWsZ9mAZmBfqrTUdk/vqcmf1ksPUqSZ19+KRmRPOslgTPDfqraup8bVLC6crkAkz7Z/XOVMnPjeAQ0Iyt4zELk3jT8CloT6iTK8alDc7VXV/FNhvUj6jfeMVSeAu6lNwDb+llNqF6N6Y1zbR6T0u1xbZZpqyFRXowk0Bon746VVVMK7HaGXbYYlEG7Z/V92vHJnr8x9mb6H+Dp/Q1vUU/b9uIbSfkfKaGQyCo05PCo3HW4rMulKk9xdCCJqLUnoqw8hnE6UrMuLRGRg2wH+CSBBoCAYpSLz9FVwFNmOf64nKLZSkEYVuokT8hKu+0jznqZdGV2bJn9l+J8tB8r4zEu/Di8+/b8retc3vKsB1VkmptCswbD5H8K8QFovbVidbI/Pz84erzSnGVzNwIDgFL4Xh8Zu1xsR8VXcH84FzU+6uoxoPyY7ZYDN51NNXKwPzo+6ppGKRfeV6JwSDpxkQIMO1dvOjcgHsZhf3ikflMKTMNFy+991cL/5zJEzJuAoeFuBMErClbdYa8Wxp3ntoD41d+hu1rYMIG759h1USP6jL5SqAupydNXZYarZQoV6oWdaC6UB0IIdraoZ7HIE7XYHtldFn0ZzJWrMMxrpJAgyJAUerFx+k8oOlYAQTkozh9OiwKtslsUG478Gy/370o0mWWWM38cImqvxIZzj/a9BC6AihPusoML9hc7amkfZiaFFOWKoOVxMT2mtEyEAOvN+gxBV3xCNV+7fFm7RTVlAaZosFP/rD6NOKX63FCdw/pO5iu3YdI/dMS+lUMLaVcj9rfCq0Fs6ZSbD+GsXFfgPoS8RUhSVNTJqyZhMh6+d9TdYaC5fGdZ25V1fJ/Y5NN9BHyFLi6zUBOTyrjwmIYrhskUEkr0mRowCS5LgSpvPLkyLSe2Fx5SsopmzZcuUGa6plIoMETqI0oFc+AvVN1GdYb/A+Vq4CmDm1WJGC60A/xzYFpJOU7RJuVE994omK80u8vjl9mDixANP5QfFFtQPkTkh/LWJczrf93uI7ThCGH1mtPNr5E0enkTRp9BnU/YLuf+nRhltMTuDPwBAwmeTGJhy1Vny74OvAXqJsS1bkyMkSBRFuvQF/pthDWw7E+Ek90caTNzCSEu6StSihR1y2CIL1RF3PYEtty5ff6RvtuwKFBchyJTfQVHCL+r6/Tk6bOT8UYxkp/mWMe/2dXYz3GKkIriG7HujVQaefQnTJMYIP/jY34B4kAahDwRpSm4KxXYJjyskqSSN8HYZixpuElVwFNyRPWnYsAo+W4Y/GaHId4HJE9s9+qQBJANP4mCNNZKHuCYlEXtTAuO/eIcbAEUDhNIkDRveAiCFKpBwZN1n0DD+ogEaxOT+DOgBGAF/1iFHY7XiCKMf9NesAKDnJBMr0tLonZoZSpyl9KVKDGNg3ybfh8ubYTVnUu0XQrDY13pkY3/6ZcH79Hvhv/BhNhEE5R9D4z4Im1I+BhetLKwrrO73o6hma6UcYQxdOEQEMZncN62Iy/X6Ev8iqZY37HyB17K08aVrnGFRKIKAKeRKl43+xiVEToZhsd6Xgt+2WsCenU3wLmt5cQZdSL5CqgCcM93QdB+iIqGQvbijE4BudM7/u/L5IA1j4hrnhSYXH89SjynEZF8c8dUdDHz02SJnsMbn4VmvAX4AtvMJr0MbB60oPSxO/mNB7ygwAEnA5i9AXwxvuDNlt9Ni/Hj+LqxakV/ZVlatPISR2N/7pZH79pSVST/8Tpoq1xI9IdR14CGUUfOY+BT3fqdHrSRd0uyv9n/urEcxOlxUsClVKthVcIUenz/zm+M1ZGaVEZP438CV/tTCRAAnYC7kQpfnCtwrMLltIHzVlqjZ3STNwR5iqPs/Pq7T5nAU2nFX54ODm9fDG+SO6SiqN571/RxerDe17uU2c/3jIGYruJa4bozMpmiN97249fm5E7q6+8JLhMEuSkKfm3KZMS9iBIYyJq+gaiq09X1Lx0m9hweS4P+EDAkjAEcvQCcD6gFMo4lvluC5H50rNm369XChkw6xZUkA5KFL2luONburi5f1N1ZbarqvswM/grjKIP0ofQAC5TY3pSTRkEQWrt8mFrmj+O21wrTfPo5POpdfzTBnDfvAUSqAsC7kSpBGtIP1J7EgHqmKR/aTasqePOcF53FtCUUrSoTay+/Afcl7ztwnuijsqd2ffdYNzn/qn9MpPTMx7HNZ9TddqbGHqqh6dxT61BKZMLHse9IDJffQOCaRz6z3fSxsUOkeGkglHvSLiGZmzRWNFKp1rvVVUf88Q2ZUJGr8Ji9fX2o96KVfSG8ZgrXfokV/hOIgFYfblH20D3GEf2n6piuRp9RlEzrJW22Ksajj2StX/7GqX+D3RfX2iyHg4EHKcntZgtzTD3/Ic6VbcquiR6IyLmyx2ycpUESMAFAXei1PEU8dD1ddxhW9djKeI1rJOrgKaUjmtvhW6AsLOORZgFT+mgnJl9dwXzZnPitr6QXNyzH655JYaekrrc7M31ZUB9zOyTje4GH8K1e5PSqHgDBkMfEGlD+3jDyrc8JfBEq/Ki9r1izH/HVRnWMWw1yyxNU4Yij6oapGVYWd4+fe1/VG3NBIxF+6Wrc7k/cARqDnRvwb9GtGLKP6fcUtR+3K8TjS8F7mosKVIJ2KYnPS9rSFYHdIL5JVI58L5JwFcC0kTvKdmb8aX/qExv5mjhL0iNzRKV1EQJEHoUVgYRevfpf70/MbnD2lfgZRSxIYNjLykxR13kbDB7HKvbhAH49Yo2HBeRvrs3YYD9Ed5e0DoFqVm7GPn3wHoq0QZE5jc529vzmc85Ae2JpA7wQj8CB5uGV7KHrd7pGlk1NXnC2nvwIrEL/tBhOFyCSREmlx3NfQbrB3HOhTj/C8yn/ok1eK7G+dwRCALSRI+xRV8zqab9mHnpOZTZSStvai493Fc5ueexvcWHbjyXgjQQpFmGnQCa58sgSNkKYgfCJQnUgoA3otT+zyXzPmdUs1pcqv5ltQU0fYuvD/ECH1VUS+/kkvc2lMdbvoGAGI19JejPOSpnRr8hh2dfF7Km770z+ufiQxgjBDE4/wvJ41Z3kHVvkvpMwS8Q2n+DAPoa99lO0Vu+xiDpMiYek68EDJZZODUWPBerT+dL144qCX2Bu2HIsK/goX4TB5rjs/vUYtF1z57e33jo7QcWl8dpp6uaBk+rkgdxeh1cdlvQTeMdBNJJ32wmfwlIE/381P4y0D2G3slEcffDGmnlzXYV7x9qKtyTpi/96/LPTMUJF+TOGJDl7+V4PgmQAAmQQGAIeCtKc3C59bB/wIbZTNbxmxqeyRbQ9AOERSruIgsNqxd1KF7aFF6tLbij82G/YejsizE709z6cIe5M/phGlNlOeqSqBp0CzGFqTefnbXqaMo/qhzL742NJbjfBCxXQ5jKcF5MtSSALhG98GZwC04rxLiejzme3tqYEZ+StmY6gtN+xP5LYYfwcnMbPrvr98/q85s970Fj/yLM3jXNpCvrhM9DvHdl+Fe6A8/eLkzI8FKncZ+eas/LpfcEpIm++8Luj3ZL6bYbw+ysxpnyzJ9UNP0bJ3PvWw4x2tVUeJYBn99zuXtP9jnw/PV/eV86c5IACZAACdQ1AW+FjXWmCVQGTdrKApvJeliK0oqAJp2I7FNwB2u/U1IvTylaMhrRkTKQuARurVBLy3vmTO/zE9brTSrXlYnH5yD6J17Wvvj8cbWpmHXcycn5QyGCjDhPxsl7WZuU+KK1P21tCorgvBWszC9YEWjqdNVYdNCOA2Kyb1SxmgXPuoxVir7W2qt6JaYrvKNL7XlSF6W2b9ShkQwnZk2/T7v5GLqEjEP3jC7wpi7ATumjPcakL9+DwCijDOZuzcg/bgk4a6LHCTLQ/VjTwf7nF/z32VTLyY6DsQ+jUyhDhLmyfLCMEclEAiRAAiRQjwh4G+jUGnV2ljes+pQ6C2jqefyVF4/GNlsFcSqeLURIahPQXP889DZ+v+pXEhGTMmHt3egbtw7j303pkJ7x6b4Z/X/2tpZ4g9AwbeRkeEl/xf3Ow9ZD6E/bSesQfbs682iBt+VEbL7UpLvRJH827j9b0eWJh1Npk7aurUG1ClXxnkr60aJaRu+fPmBzxWbF3x6LejTSLNq6lMdTYiA9B2WNyNpmPy7dM7A+on366tmI1p2Kl44BGHZsUomqux99Tp9JiCt6Q4YIs+fnEgTQRJ9SlHJV47May8vxNTB5QZb/2cqB7tsVrT0POz+Ht7odeO7HwZv3z+wrLSFMJEACJEAC9ZCAt55SGfBX+ljKj6eY/CDLvrBJ1hmaqgU0JZe++/HR2KYiHkSQHoD1ypnRf059FKR20NnT+36C397XsI3p6dTFncesi7Ef83apGvMxpJUmP+RH8TPeV4kr+8o6zaS3BURgPi29aRIE6dPWW9fUNDVrWTma6h82qJadeF5EkBbgNeaRnL1FF1YXpHKOxWL5lwyirRrUzvB5LtXIAABAAElEQVTg/YD+juNEWFnLs/2R/o3Z0/sNRL7L8Ll8g3JPhah6CZMooFl/7R216bLhWG5DWz9r0VkXdU/pvh2C9HXcW0UTvaK8DtHfLXN45rUQ/Bnti9fcoVM1zJajtUOeTXqD6QIK0ob2JPB+SIAEGhqBKj+Kbm5uDY7NhDWx2b1YwqsYHql6QBM8UNclF7/XFiICAk89FeLusyid7jx4SL8Nhzsqj1PSICp/geene3mc5Vlf6ox+ppsUsypT3v0Xdo6imRCZn3S+L2VFxDlxlidxn6ei7/HG9mWLs5M7xv8HTfXwqEsfXe1Dk6Y7C9PNvuCsWRj9HEch310ws7nE/B2WUbBZ3Tt0X99jSY+2WK+SZJpZNDFfatGUgTgggTgdcY13MDTYVnjKZZaviEwp81NiEcA0XWfBNLoQ+JpJOyBN9AbN0A5i9IGskVk7lUHL9Mlpa2ZDzC8GpDj8j7zROK7o6n1TBx6OSGi8aRIgARIIIwLeiFJpFusLmwyTdTEZFkqSNOvX61Q9oOl9U+8buhS/8xhuQu5H2vsm5cZtvsHToPT16SYlUMaiakNQJxM+jUdkYHZf6qc+k/ebUqpejJ4KX+L81ope26g9lSBCiMmBAPognwEv6ZgCNd58afGLh3Wa7nscPg+WDesH7/rff5/ZRzztNVKPeT3OQ3cLaz9UCKkhu0bvGq5qaj9kPIz9V1lMlp+7z+8+qMaJ2LF/Zr/V8LyejUj9kdjMhZ2Dcz5G/9UvOqRlXOjsnIa6T7yjjdXGP0KESp9dfBzajF+Nv/bZMWzHnG0jtp2QfW0f+aRZ+46N1uF/Yiw2y9DFZTSCzEaz64PQYSIBEiCB+k/AW1EqdyLeUnuSH2VJ0RWL+vm3ekDTNUXPPTLBNGIFhpe8Fj9rf8LTdT1+tKagWTSs+sYKbWkiRj+5Z7Cqg6d3Qcf09Um+fArq9LzjaHm+Hh7A+VDojbD8CNxkzFYmOwFEa68x/y36kpKXSg8opwzGbjO87DMwtFMqvOtr7dmqLyUa3KKzyIgJMnzUa1nDs96TPJj5ZZ1Op+uB1QxYM03VlkGYLui8pHOiHK+SEJCDSP35alyjLhBbEtx2DHalRVW/hzhd3iHt4y5V8jewDUfvKG6tK2wXmF6CJvoJZQfKSu23i/64qfpo0w8V/9vKYYtFuSZ7Rl+ZbIKJBEiABEggTAh4I0rtgk36Xo6HDYPttt2feG/qXdKp8CNOSnwOQ7+8jcpBOOvmdC5etGGP2koEhDSXbjIblPMw3NPn9a7ytahQbnz8s/D0/geCJ9milL1Ui1OrZFWN8CoZ80aC10QIH/yuq8+B3+ua0WlwW5VzG/rGiif7DB9aNqHfg+VjlHwtPh73uwmzGZyHpvoJ4rF2ef94UyhXyhfgeEfYlpKCkipCf/vQ7X9mDssciM9ORlQogjAdFmuK/anbvG4XY7tGyjZeWZIzvd9zGBWiM8aqnYYM0qf77xbVnIm+rW+0S1tV71statyUhx3OvKOFWuF5O4fu/MHx1OQJGTepiu477OsM22qQ/qOz+n3tmIfrJEACJEAC9Z+ANMV7k+QH7/dqGaUJXzw9oUjQYhBPTtK2rz+e1uzTMUPa6f9sg8Nl+yynjb2ybM5VWL8JhhZUbXZOfOOJivFKk5PTw25Xx8fWnmG2aD+i4o3QpDkod2b/D/y5Ce2ppEEIv1kITnEo57N+S4onrv2tfKs/ZYbjuanGZdHFxbET9IrZWKZEqbFKWVGJGvNPDBOGFx3PIzN0m99tPJ5Q6Yd9HH0ez0MTc7aNwxlY2l/qrLvgJT0TonQJNqRPrwkP6dQWyS2e3nDlBpfPqIhQvaKfBG//SJxjgEHYqi/qSspmZr9wk7U5G/vCMol3tJHSyIimevEMyzBZ4h0dUV2MItavS8qED25Hi8FTyCOvU++YS4vuPfD8YBHsTLUjUOO5rN3pzF2NAHlWA+LL5ubNm41btmxpfv/994/x5XyeE34EnAo7N7fRAsckSOMPmN2D6iZ7nR1yKUoPLh71Uas974kAPfqi+aYJz5cPkgHOO8GO41drBJr0VtVZrUJUcEr6mvsB5DVc/piiN3TPmXr9IX+qoj2ZeBGkwCpI+JYlJmV3bJTpSscxOf0pOxzOlT66EDqvo65nwm2s9NX/kL8/umXX1cYxB72pf4/5PS7DsFBfIK8eQmkAPKKOXV+c/lilLkuNhu9zMvqbpuE8Hex7Ta8NwRzae9xdU5rv4S2Vbhy3wOT/+Rj+TlNjG70q3lV359bHY+IdRSDTfNRNmurNeNGafVI5acwekV3lXmQM16Kyko90MY2ukXwwGcptNpZMvhFw+lz6VhTPAgHyDMBjQFEaAIhhVoQ7USrH9sHyXNyT9GGUpklvxKn0w5P+Xbmwu2A7YFL+LJg9SX+6UTARnJ6S5HFad3mIS1c+NGCyZfgHuy1tnkS+WNhWeJQGo7l+r6eCw/M45llPX4OuCeoNwPcxfpwRmObZm+fuXjFzUQo+2jX4NGTGq32KSe1tDYxyd1KYH+v82LoWZZplFsgNxa2oHdQ/zNOi3tL/nz5rIEYrWO3N7XV7s1tLNUr9Ed7O1vB+Ts8aliUvRY7J7Y9V90Xdr8DQRotwQntYIfj/M3NE5jzHApytS+AT+plOx7ErbcdzESBlzN5XvMjZiADOygjlPrfeUYmo7xB/Bvo7n4spWc+xLhXlQtRXvjOOY+in2/ZN7/9ZKOvfAK7t9rlsAPcX7FsgzwAQpygNAMQwK0I8Mu5SMg72cGFyzJvUH5mWwnrD5sK2w5rCWsHGwg7b7CCWfqeCMkvUo+UPNIEgfRaFxcLj9a+oIt0lDVeQCjLIKH3U3VhBEIx6Q0r62tGy15+kGk9k4/zLi8qVbRBGHRCZv0kzNpVnoQEmiPoJa+8pt1h2geQw3GDJIN3GHz6LSYMg3bneW0E6aNkgvRalvSOCFMw2tmjfQl6KapV2DN2xEc39Z8Or/x5ObIwXgrcxpukHZy48s7m7gvbN7P8fvIxchSZvvJjgM4OoRXP+PAxd9XO7tDUD3J0b6mNV+46qirmsxaKCPU++ejJr5rDk9IzvcA/54LATL1zvQJBKv3bxjiYqprLdZtV8IQVpqD9BXp8ESIAEAkPAqbcxMEVXliJeTflRzLDtycZyEiwLJkPjGGG1TVKm07qPW/jl8uU7T/4dxwuRZVTOjL7v1rbwcM3fPi3j7xAlEu19Uq9Tz9s7rW+Vvou+3FevlKhzvhweNxMiqzeII1Jf6weR9q0vZdXHc9pNXNMNc9VLU/2lUj88WJ+OVd9/4aGY1RXPq8Vyjvp0oTyrHlP3Bd2fhiB9Ahn/MOvN5+0asstZNwqvPSjdFna7CxV6BeVJq8Tv+GyHYwikzz1WxGjUJRdfcBvu5mnkldYMubFv4LmdIGOgWrfrwZ+UmTNPi0tcP0cfe+hWVEdnKWteWnLwVoO5uL30I3VM8v+eg//nbeD7E27mpyiDedtvz94Yh/1+P+OOF4rgda+fywhmVJtbJ8/a0HKRl55SF2Aa8G6nws52v3JsA6zAtl19kYAdvWDyg+EuxeBgqS2DeEj/gnWBDYRJIIg9SV86x+Z8+35nS5eiVB7itOU/3bhXaX07BiDf5ezkhrwPXtKF+OEeCkD/yY1rdEkAArrO0MZAEDRPeAdR+bdAmJ4Ev79jVqhPwplja2NGfHSR+hS6dUhUvPSTPoTZfx6RueoxDetneKrFs/+KOjnfqw72GNT9eojGtTgHznmtN5rtv8S6s1SrHysMK5VSrpYvguf0MhRmQR/LF0oLSifueWiP/X/K2TWs+yRYq6A4fhT6xUIoq6fKTlVVVls0y0SZPcrliXVwoNPjK9uVm/TnoAbn4l7O1cfvvSj2tBWtdDF/4mo6pezYZUrpESDXDCaw/y8GOvsJS3jp1Z80nbINLR14IaqRasWyxtnc4UiALB1p+L9Onv4zVChKAwAxzIoweKjv5R6Oi3D1JErlx1PyTbLZg1iKdwMeD2U4bCGsBUx+ncTLlw2zJ09l2/NVWbb+fWPOl++8I8EP8sUQUenPD6a8dMrNj12j6gwXtj60d85BCCs/AaSoLytK8+iCJ3c+lKCd2kj9O+ZmX/3t3Y3GX/z2yY/9LDskp7e87dlehkLzU5reICM0WMyFf73z1yevPl/02w8FXw6PHy2C1GxR8oZ+VLwYxz0+Q6f0O6U1ApTexVOuKztcNmd3+u7f3ZyXgmNeJ0TtK9GNo0clP5l8X0zLmAchfB+NiYvp22ZYm7G/L/z9V3cFYdB4OfxpfPLZm5rdMGakLrHlCPwrDkA1+7Yd886qws0rXj7x/Qd4RAKYohvrm156e0pMm65nGRo3O1MX2+gsNSqmq8mkaypfAopqUmJarFeim3+NDYtiKWtaUpxz9VfFh5pvKjvy1c7CH1b8WvbnvipBTcgo3w9i1VNK9R3c9pkAWfqMzumJ5OkUS+12SuR97c5g7nAnYP2dqOObkCa2Itha2C0wu4dHBLEJZk/ZWBFv6TL7DjdLEatO6y5vVkuXLu00e/bsIW7OrxeHUhekroPXKAuOoqWZQzO3BKpStujxf6M8C6LAL3Y2F3striWizNpECuiqYkyaAV+gDHdkVizqP9QpeW/UoqyQZm2Ttq6tQTW/gNuQ51DSj+Az2s4H47JGo6tiJkTp6bCH1Cn5kOPuk0TNq0XqRuT6P9haRNr3Bxt3L1OVPN2XXPMovLEXoOwleGakDBFu6bjeyx6uV1lQp3GfnmrSl0v3glEw3CvK0JRXTfqyab9Puxn9kWuX2j6yLE6Nie0GkXsu+uLCC6qdC7bS7zjeSUlHDY1+3RfbZllHVV/QHPcA3a88d1IrmFQ9st7Jua52+czSVYERvJ8sA/vhk2cAeNJTGgCIYVaEJ0+p/XZSsLIBlgezJ/nxkb5f+G1xm6QJXQRpf5jkl+b8Mlg5bDhsIUy6AiTD6k1/N9SlTlPqvNSz8MMsQSk3gOA4BLPsgUBYZhWowzIlGMznhCboDZj/+3mIlbE6TV2Mpurz3A707uWV8BagKca8NM2YhC4Y2lQ0sWKA/aSmGHhfor7rb0L0dkqH+DGaapkC0STPWgFE1FPZ+4perhqZnvAQ7vB0HN+p6PJf9+aGIEily8n/gXWOVq4N9VYgelN29TyYxWhzj0XWaUufRzP+vTj+Ip6bPubF5hEu+q9WKeK32ddJa8RD7SeseQGR+U+DxW3yjBgs0XenpGXMLItXXnT1nOCcpqoFwlOF8FSxtCASXlXOBC+H7xDre6II8myU/b/+n01yd8We9to98PKOwzH5Dthl1pmdjDuKI0wkQAIkQAIRS8DhB8Utg30ujrrzCNlPScJKX5ijeJUmfBG1Ir4WwCSJl/SgdS0C/kBg7MIA65dAhN6K2x0E64wf+Yn4kZ8IobETgnWpalaXbr97+y++4Igq1j1uirdci4mFukcVazNRhjAPSBIRahOmr8FrOk2blNRcmZyXZhWtAblC4AppN2H1BZir/l94UM+rKFX70KTpH64+V71mbHwqhJR4EUV6P6pOruLFrzi12l+Zsx79dx/C7jIsB2fdkwWxXrcJM0GdxBXu676w+1oI07fwzFynN+u3Y/seBEGt8ubqtpEo7kyesG62plmm4XO7DpH6U6OKlQfRJ3mKZjZ/punVbuBh7f8JIOeASTKuhay2TxkLJOn/memu/6dt3NHVOK8r8su4ozOs444OrTruqLU0/iEBEiABEohoAhU/Le4RyLBR0j9T+t/Nhn0K+wiWD5Nj3ghTZHOZxHMqXlNH0eoys+2AXNNp3cOp+b7yJo2Krltyt8txRyJQpWm5ReUxDO+D/opLQXnZjpE79jrs97jaIT3jbIui/oCM0fBS9cme3teX4CSXzVAQpoMhShdL+YigeVvJyhuF2H95VkKeOqavTzIrJc/iMbkflZHnNBv2oKu56jVjwlwE1Yj3cQ2Cm8Sr7zadvfDsM8yaeTMyJYLtGAhCb/vuuuTp9oJODnZd3LWV3qSfj+fmOjmMerwJe8QmXJ2c4XwXxOlVNnF6ofMc1r1F+FfHSyQCj1QFXlDLT1ppSaar2ZPcjjvq5iK1PBQwlrW8bkPMTpaB/VTJMwA82XwfAIhhVoRTYVftHuyidDL2i5fmH7CLYb/D4F1SjsCCnRqWKHWg1+vLXoajOUevwq7bYDfCZMQCSXLPmyE6lqp6ddn2u7YfsO718Kd9egY8mOoMZDto0pX18KHvoNsvV+2pxOsg+T5E7RqhafdD5VjBnQiMsvcb9lC7ujmMPrW3IgT+eZTeClaOpvo5ZfHaFFdN09qTTc5V9JbNuAcz7qE7hryy9qF1Vbvz3zg/vjSm9Dsc74FzlmJwe/msvE1ueXpbSGU+uMIxdNQYbMtnHAuP7W7U6S5p6q/M49WKprZPW3MLni8IeaUZDJHviIBXddZlzr6i3VW7Orgu1NtZmVyX4PWRwLL0+rINMiNZBvZjJc8A8KQoDQDEMCvCm+Z78WC+CZsEuwAmTcEiSCU5G6al4gj/+kTANt/5Zzj5MwTRjMZrwHUQCuJBHQC7EM2fF2ombRaa+L8VgWqxWD6AAPnD1cVy47bOTinp2Q8R85dFWaKln+RgV3l92Y9goE/hZbwWbjrM/oQAouaJiZox5mbVeKTQl/L8Oafd+HWdVJ3lVdyr1XOIsjZZ9Mr9+6f2y3Rbrl57HkIOU4KqL2CoK7eCVMopiSl5FUK/B1b/W24pF+9q6BKCqjKVzJfQ1/QLPAvvWOulKt/g+ZjcNb7r9OWDl3vpuVa13JnKB4rR+BGsNq0Wlfde6R21/K/vqPM56ytP4QoJkAAJkAAJVBIQL6g36T5k6gDbApMfY/GayrZj9Dw2mQJJIGtwVhkEZ0bm8My7EuITWsIL9nc01S7HNSTy+lII1JchTA+gP+G/MXD7fU5n/YHA0EyWYcifD1froPbpa+4KZB2lrIrB9PW9sPoHxF1vDLDwOcb6FG9bUJKMx5mcvvYJnc6yQ0X/SFwU87+r92LihMs9CVLtqaRB8AhegXP+VIp1CP5xn9APeCSE33DkOqnT6Qb9cvcvBe7PCM5RNNlnluSXyEvLHFxRgome2Vm080sZ57RWNfBRkFadlQluffQdLdQKz9s5dKd0H2EiARIgARIgAY8EvBGlrVFKCuwwTPqUXg+TZvzhMGgApmAQ+G7wd8VZw7M+xBBAg7V4TQTqHfjhl8AWE5ZXYfsNTE95SIaZSl2YOgxNzBJgZk05swfsQ7T1w7KBD+zljukZ7SuOBO6vajy+XTGrl+IC+yBML4LXdKNmjJdnp85Sh4mrWiIwZ0JhcTyCwayzF8Wiv+PCKJ2ua870vm/hbqHDXSfNqMQii3j+kVV9Up1xPM91bkVJfTv1bNyfte8oeD8gQtBd/mAfkwH18RIzFi8qIsx/h3i+zKSatllnhqqjyoh3FENVTddZdN/gEl1hu+AdvQT1mODHUE91VFsWSwIkQAIkUJ8JeBKl16Dy0lQ/HBYLGwuTH3GxSTCmEBCAB7UQAvU9/PDfGFMa0xIzCA2HSPpYqgIhcgMCoxagz+NhiIWVEKm3oxtA4+yZ/efj8ApYE3ScXIAmWk+fvRRXq6Q+k/cbNPKlqAXEmobobcMm7YmkTrUqxGNmmad+3VUp6WuWWsz6XNz3NJySAtuJGZmuQmT58D3T+njXz9mSJM9zCoTpzwjSehvrLlPnJZ0T0ZdXvNRxEH1vgv8il5lDfECmIoUYPRvV+BCWhJeExfCkvwuvaZNAVo3e0UDSZFkkQAIkQAKehMl6G6LnsLT3P+2C9ROwHJhbTxSOM9Uxga2jtuZhSsuFEEl9IERaQZSOgmj6Apc1YDkQ2+9iLM3D8JYta9R5VoaqKxeP95XJxedbPaeBrp5qLDoIkXcFyv0eT0cHRa9t0oxNpcuHX6nNYx81T07PeBTN9P9VNMu/8eBJ31g8v+pK3OcNOXFbusv4rN5exOrFxVzwFfn1D7sdNQDBRLGm2HnIezp4/lRgKXjI2+uEKt9/h/33GLp9/B2fwd2oQyHE++14Pn7uvqi7fDZ+JXpH/cLHk0mABEiABFwQcCdK7SIUni9F+s1F2cqQQJBzYcmwprZ9XNQDAiJEdgzfMReesqvRpN8WYk2isjfBYiFOBumijs1r3GVSYmzr9xVDwq5pyU8ulM8x4AnBQn8pakxvuG3lpeY0jCi2AcFQF/tyIYwecGly+prFGOD9AASovBydgcj6/RClk8wGLQX9Rm+yDnVV276QmkE8rI0hoD9UjSc2uKsbvM3/xPFbYCcg7gaFU7M0RgaYp+llpiW8JChKe82ifYHuHdNkJips1zrRO1prZDyBBEiABEjASwJ24eksu962M862PIgluiRak/0HTcbTPG7bx0U9IoCmfYnIl/6Pr/RY0qOtZtYGQ6giit9yQVTSNgUWrVhiN6cuOHsxZgx975TkU76wRf4H5C4k+l4bg1m8mie8Y43KV9XPEPz0dwjWTzxdwDrGqFYyBI/bKORFNwBrskBYr0NY+Bv7951c6+3wRLZzqyy0JxMvwpM8BOWVKCbd+CoHq20giOxv4CbdVeAvVUaiTy+6KIRXyhqStQdDjV12JOfIk/D0TkT3jgmY+Lc3Bv+/a8eIHf/15m4YWe8NJeYhARIgARLwh4A7T6l9rEnpR+cYsJKA7R9sF93rz8V5bnAIyJim8J7OQXPuRapF7axZYiZZSluWKroSPQTpcNTiU4yNehDDCL2O6PJeCgbzD0TNrOOVZhXciiCityHpGsFWWQfcd1F4h7SMC+EVfduslP6Oc2ROdxGkf2D5rKrqO+XM7Nd3/8x+q/0SpPJipVNesEpMRZuDfrD7XFRHOePdM06BIF2K49JKMAeCVPrkhmWSFw508ZiEKSqk+V7+b89HX+St+LxHV7BwfVv0jrpmwyMkQAIkQAKBI+DOUypX6Q2TJlgJdpIkfUntwRKTsW6SnUzhQ8A2K9SU5Mcy1usMR782JG1Xo5ttzFV1ZSm4i9GQbKO7pXQ7pCzA0FMWDAx/f+Yxf4bCl76a2vK8exVj0l8YJwheSe1dDMPUVJ2S94ZQa2Fc1jiuJP4OxMmPghf0PNmHhNZ55XMIwjdanGi1auvcnuXWvYH4Y0y8E6X/H4pC39dYNOFLzxQnCcI8ujR6CXi0w9FvEFD2mJNcYbcrc2Tmt13e7nJOtC76ZYjSYbi/19HfuI9uke4ejCbwp+MN0TvqSIPrJEACJEACdU3Ak0fsc1SgAwzTC1qTCFIRpiJWjTCmMCWQM63/d5ayU6aVHblaV/jLFE0taXkxxNpU3M4eWCvYQ/AofpP6amqGeMr8uU30+dBUY14avJ8i7HSYK/31tU9e+2L7tLWvxxfHH4QgFYEqgvQohOsss0XrgulAe+fO7P9BIAWpNq4lvLXWaH3USJvoboD/7indn4Bguw51+lOv6m9FQFnghDEKDWWSsVXRbD8czfgSLPYXrD8G3t+O5vw+9nrRO2onwSUJkAAJkECwCHjylEo9smEyvIyzJIFOA2ALnR3kvvpN4JTjraYcbfrHDajl+fn7HrkHQlAitR/vtqhbT3hJ0f9UuU01qKejyf8bDC81+6Ry0uhPkE8bZclLw8q/OHOXJWXoT5ZOD2EIJwGECZiUr9DX8Y2oIvXDPS/3KZWddZIaF6dDHreF2NysqAWLXV0D/UivgZf2KRw3I1jszp+H/WxvKXB1SljuhzBdjv7G36G/8ULc71XwnK5BF463wacYn/8DuCnpVy7jjo7gIPhh+RGz0iRAAiQQVgQ8eUo93YwEOnX3lInH6ycBqxdSQ8CPAhGiKCNT0jJulJpmDs3cgv6n4zEjz+llx8relH0QZ+mN1cY/+uI1bf/YurMwH/2LUcXqgXdNVw+DIFWTMP/CCP0nytKYpz/K2dvvKkTRv1uXglR7vEky7mIcBBc0sPawaoTscpLOXnh2Gwi0d3AI/W3VKTLmp5NsDWaXtb/xvh3S8iEBX+INvgeEZNQGvC1wVibhwEQCJEACJBAcAv6K0rLgVJNXqSsCCB7ahSGWJkj5mqrOlVmS7NcSr+jusbtnyww92LcL1lVm7pEZfKS/oT2fs2XnMetiMKboHZjWdKNqsWTiGjK2Jzzr2vcQuCPWRD0+cFL0opMXqbtuUVITliJSP8ZZOQHbF2WZAZUVB8H1XsW0qDVLxixYUWbNLIFNpyLfpzuydzxTM1cD3AOBjpeQ2RChF+HudsI4K1MD/Jh5SyRAAiRQ3wn4K0rr+/2xfl4QyJ3Z52X0+1yPrC00s8HqGXU8TZpuZR5z8ZzJfnde07bjM05HBP2s8njLAQjQd1Du5TilEKL0XzpFOydnRv+/YVzRBe2f2bMax6+F5/K4dcio5okZmrFFY8frBmpdezLhMpQl/SeLFJPBKsCdlY1ZsBD4pIgA318WU3YXek079aY6O7ch7MMwYtsS4hN6cs76hvBp8h5IgARIIPwIeNOnNPzuijWuJQFVK9fWjTSolu0YHL4/Bqy/N3dG/yri1NaXdAKa71fAWzofF7B7TWeb/rzo2eJjN10HsToK+6+GQYta04+Yi/6N4tiid48YBxfa9lUuxGOJ2Z56oevmp/BMYrD90s8xlmkf6+D7lbn8W9FkeCtNrRgCSlNmqs/+td9ZiYhAvwl1eBTHynEft+6+Y/dRZ/ka+r7vBn8nXTmYSIAESIAESCDoBPz1lMog+olBrzUvGHACv8/scwBKUoJboCjVOe3Gr+vk7CKOXlPks3pN9U33/mWIPyDj2V4DK4LNs6iWCxE4dT7mop/rTJDay1aNx7cjnOhSFLUPovAiCMiN1ilA7Rn8XVoSRqAIiezPVXSNZzkrDsE9nXDteTimwhuchn6k3znLx30kQAIkQAIkQAJ1R8BbUSpNn44D6NtrdAgrc+0bXIY3gewZ/d6HOHsPd9FYp7MsUgYtk+jrqgn7zLteubZw14zuJ7MfUC2lp2JAz6OG+JTXtPj2b6/XJf7cSaL4908fsLnqia63MIA9ZkkyXQpNmIkmfQyYb9ikPZHkVBS7LqXmEc3YLBGq+RnrEVVJV40HRTBXSdI3FtJaBLUMd/YhBph/sUoGbpAACZAACZAACQSFgDeiVJpiJfhDxEr1JCOPb6m+k9vhS0DTKf9A7Q/ALk7uEF/Z/7Lt4xltELT0VPsOjfbpVGUVPJt9zMXtyoqyH3zPUtIS0eqaRd/o196N2rz3pS8R+qqxCIPZa1eg3B8gjDsoem0TmvZ7+EVSMz+O809Dmd8oxnx5hmukBF3CS+iyIHPD/1piKBmJvIjOZyIBEiABEiABEgg2AW9EqfxIfwWTgJU1MKPNZmNp7zuIVaaGQADN7cfRD1SavGWu98lt7ps7GlH0K/QmNRsf9mSMLYoZjrRfYGNNurK22dNuvmPn6H/f5UuEfnVeFX1JY67Bddfj2Gnoa7pBMyZcXD2fN9vom9oZIvefyItgJfVh1L2G2ExdkDoUzfX3Ik8xxuoctOeuPfnelM08JEACJEACJEACgSfgjSiVq9o9Vn2xPslmY7GkKAWEhpYgTD9Hk/ZLuC+9oWnrR6DnZPxSCz7sZYqquxrN810RRT/n92k3H7Pfu2NfU9nnLkLffo6zpXWWpWP5/SEoP4SMxBBS6mcQmNc7y+t2n6bOwvkxqMhCzCZVw5vfY1GPbrjH16xlaMqDWXdn/ey2PB4kARIgARIgARKoUwLeilIZJF/GpYyzLWVdLKKGzMH9RkwylZ2UKUF3ahYTAqDUx3R6c3v0Ob01Z3qfLyAUa3gdBYxE6GNYoQn+ek3Vl5VSJavgVgjKtyEsMTWoskozJkm/Zq+S9lTS1VYhrcrE9qaJ1U/C3O8JmFZT+pE2QtP9gswRmfOq5+E2CZAACZAACZBAcAl4K0qjUK3/wGS4mHtg82GcyQkQGmo68PzgYjTPX5774uDe2TP6Tt83deBhb+81EF5ThB6ZFWPevRCms3BdjPKgvQuxOcpTHTAElAGDQD1fkU+dqhpP/lH9nChd1JvYdyZse2xprPShZSIBEiABEiABEggxAW9F6UHU096EL+NNyjBQm2Heno+sTOFGwNo8X1bmkzc8EF5T6QeKpvc0CFPx2uoUnfY6PKaVwVfOeSbeh5mb5IVpr3IszyZO/5cT89o/iE4nt2JPvl7VD9o6amuNiPz/5eYaCZAACZAACZBAsAh4IyoljwyXI6J0OOxUmHWOdCwRjMJEAq4JBMRrasybjh6t9+MqFgjOadqkpFnoP1CjP7M2IakpmvonW2ujaeOs3QAcqpa6MPVCBDY9J7tUTb3n52E/73Y4zFUSIAESIAESIIEQEvBGlNqrdwtWLoE1gt1g23nctuSCBFwSCIjXdEreG5CSd+AiZXCgjlOMSW9qg5Sq46jGahKEdwqOf6FOKVjhWKHUt1KboW/sMuyTCR9e2jFix3LH41wnARIgARIgARIILQFvRKk034p3SX7wZfgcWa6GnYBxSkJAYPKOgL9eUzTlI/pfGQg7CY/p3UpqwlJtDCLskbQnGnfF4gEcMyuqASMGOCQMbqUa1EXwoiZj7/davDbe4ShXSYAESIAESIAE6gEBb0SpVHMcDDPuKBIgIvYgDMP1MJFA7Qj46zXFWKafQIJeC/F5HD1Ob1GaJ2ZoxhaNFYPuOYjOKNib1qlLHaqFee2lH2pf2FFNp92aNTgL3lYmEiABEiABEiCB+kTAW1Eq+W6CDbKZNONbPVRYMpFArQn44zVVjQXfYgjVXrjoHxChvRWttABL6VJyQimzPOVYGfQjvRLbT8Ms6E86JGtoVq7jca6TAAmQAAmQAAnUDwLeitKfUF0ZLF8CnsRuh5XAmEjAZwL+eE2t3lCzeik8pvsqK6ApU9RphUfs210Xd22FgKZ3sa1Hf9KpGEMVXlYmEiABEiABEiCB+kjAG1EqeSTy/j2YRDyLyZA6klKsf/mHBPwg4KvXVH0m7zcMjo9uJWomnspflD/yX7FXo9eXvQx6k16e2dMwQP6/z4w/02g/xiUJkAAJkAAJkED9I+CNKLWPUynjk9rTNttKrn0HlyTgDwFfvaaqseggxne6Atceqs5Vyu11OJJ75GkI1SvgIT2olqt3Lh+83Gw/xiUJkAAJkAAJkED9I+CNKJVa58Ak8n4jbC7sF5ikJTCZM1ymIWUiAb8J+OI1RfDTXzCZccyaENjUD8326dgwYXlb5r2Zh22HuCABEiABEiABEqinBLwVpXm2+l+OpYhTe5K+pdK0L2OXMpFAQAj46jWVi58z/5wUBD0twqqK5cTtI7Z/HZBKsRASIAESIAESIIE6JeCtKD0btZC+pNUtCvsuhGXDmEggoARq6zXt/FLnGJNqkkHxmyLSflXm8MzZAa0QCyMBEiABEiABEqgzAt6KUlcV6IgDjp5TV/kG44DM/iRN/TIvuT1dgxXZJ90COMSUnQqXlQRq4zWNTYidgxN7wvZGKVHDrb7SypK4QgIkQAIkQAIkUJ8J+CtKZRDyfA832B/Hl8J6w6Q/6nZYU5iIh/WwB2DSR1WGmBJPLBMJ1CDgyWuauiD1djw98iyV6Cy6QdtGbJMZx5hIgARIgAQik0Acbltm75MlU5gQ8FeUenObMiXpANgW2KuwHNu2CFIRqt/A7oNJkmkgmUjAKQFXXtPuC7qvQpT9IjlJVdWHt4/c/qPTAriTBEiABEggUgi0xI3OhBXBpFWWKQwIBEOUxoJDho2FeEhFeH4Hk0H498DsSTxbbewbXJKAKwLVvaYYh1ReegywJTuG7XjD1XncTwIkQAIkEDEEpCVXdIVoEHGCrYEx1XMC8kNe16kUF5Bm+Uk2exDLX2HVUx52dIaJ59SeNPtKbZaHDh1KRP4zanMO87okkOLySAgPwGsqV5/X5v42W5uc12QanjBL9sxsCWyq7597ilScKSAEUgJSCgsRAinEEFAC5BkAnFu2bGnuYzESo9IaJs4vGaM6HnYQJpriVFjlzH9YZ6pHBPwVpfImss/D/Uh/DnGfr4XJG4uIVEnyBuOYkrCx0XEH1kXMOktuxWqrVq2kn+tuZydyn08E6i3L31//fXfU/KiMxKjEU07uPnnAp7sL/kn1lmfwUfh9RbL0G2FlAWRZiSIgK+TpJ8aePXse80GYSguw4zTo5dWqIZ+LtNoy1UMC3jbft0bds2EiMCWKXkThP2Dy5iH9RN2lXTgoglQCnuSNRd5gRGyKR3QVTFIKTN5ojsGYSKBWBKSv6fa7toeLIK3VvTEzCZAACZBArQjILJSiMbrYzpJ1R6MgtYGpjwtvPaW/2yovTe8iHsXL+QpMgksKYO6SeED7wuzTlUpeKUf6AYpItXs9e2PdU1nIwkQCJEACJEACJEACbgmIR1RaZ5nCiIA3otTuTZUgpLm2e5N+HiIoZelJSLp7K5G3F/G+invdBGMiARIgARIgARIggUAQsHcXDERZLCMIBLwRpXZP5qOoj3g8pSn+vADWrTiAZbEoEiABEiABEiABEiCBMCRg94K6q7qI0vdgY22ZZMidzbb1bNuSCxIgARIgARIgARIgARLwmYA3olQKvwPWASZN+BmwNBj7agACEwmQAAmQAAmQAAmQgP8EvBWl0swvgU0S8CRR96fDkmFMJEACJEACJEACJEACJOA3AW/6lMpFZOYluwgtxLoMtfALTEStvc8pVplIgARIgARIgARIgARIoPYEvBGlIjxFkF4AS4XJbAjXw2RAfPGYyrALTCRAAiRAAiRAAiRAAiTgMwFvRKm98Iuw0gJ2EibiVNKhigX/kgAJkAAJkAAJkAAJkIDvBLwRpTLo/Zsw6VNaPXkao7R6fm6TAAmQAAmQAAmQAAmQQA0C3ohSOek+2OewobKBtAU22brGPyRAAiRAAiRAAiRAAiTgJwFPovQSh/Il8n6abVtmSbgY9o1tmwsSIAESIAESIAESIAES8JmAO1EqAU6bPJSsx3HHOe09ZOdhEiABEiABEiABEiABEqhJwJ0oFbEpA+ZH1zxNKbPtpyB1Aoe7SIAESIAESIAESIAEakfAnSiVkk6B/QaLgzWH2VOMfYVLEiABEiABEiABEiABEvCXgDtRKs33Mse9BDQNh9kHz8dqZWLzfSUKrpAACZAACZAACZAACfhKwJ0olaZ5GTA/B7YAJl7T6onN99WJcJsESIAESIAESIAESKDWBNyJUnthp9lWJOLeMbEJ35EG10mABEiABEiABEiABHwm4E6U2pvv3RXO5nt3dHiMBEiABEiABEiABEjAKwLuRGn1Ar7CjnmwH2H2mZzYfF+dErdJgARIgARIgARIgARqTcCdKBXBKUNC9YUNhl1uM+lj+hlsGSwbxkQCJEACJEACJEACJEACfhGQJnp3KRsHX4VdAZO8l8IkCv9e2HqYp/ORhYkESIAESIAESIAESIAE3BNw5ymVM5vCRIjebjMsrGk7/q6Asfm+ggf/kgAJkAAJkAAJkAAJ+EHAnSgVL+hfDmV/hXXxmm6DHYGZYEwkQAIkQAIkQAIkQAIk4DcBd6K0euH2PqWO+xl970iD6yRAAiRAAiRAAiRAAj4RcCdKpWl+AEymGHWV2Hzvigz3kwAJkAAJkAAJkAAJeE3AnSiV5vv2sNdgmpsSJTJ/E+ygmzw8RAIkQAIkQAIkQAIkQAIuCbiLnhch+gpMvKFzYdfAUmx2CZazYZJnKawYxkQCJEACJEACJEACJEACPhFw5ykVwSl9RmfCxsJkGKjq6T3suBtGUVqdDLdJgARIgARIgARIgAS8JuBOlEoh4iUdB0uDdYZ1gUn6BbYXxgh8ocFEAiRAAiRAAiRAAiTgFwFPovQfKL3QyRX+hn29YZ76mzo5lbtIgARIgARIgARIgARIoCoBd6JU+ptKn1J36XUcdBcE5e5cHiMBEiABEiABEiABEiABKwF3gU7SdJ9os3gsxZ6D2ZP0J5U8TCRAAiRAAiRAAiRAAiTgFwF3nlIpuMBWegssN8OSYTLF6DUwmdWJiQRIgARIgARIgARIgAT8JuDOUyqFx8DWwP6EJcEk0OlsGAUpIDCRAAmQAAmQAAmQAAkEhoA7T6mKS5Q4XOYbrA+EtbTtk6b9UTD2KbUB4YIESIAESIAESIAESMA3Au5EafUS+2KHmGMajQ2KUkciXCcBEiABEiABEiABEqg1AXeiVMSmDJ7vqolfPKm1CXRqivyPw2TcU0ly/izrWsUfel4dYHCVBEiABEiABEiABCKJgCvBaWcgolMGyHe0U7E9HVYG83Q+sljF5xlY/gST2Z/sqRVWZKaowzY7aD/AJQmQAAmQAAmQAAmQQGQRcOcpdSQhXs57YDLlaG3TKTjhM5hE7uc4nNwa65Nhjt5Sh8NcJQESIAESIAESIAESiBQCnjydwwDiOOwvmKMgfRPbcq43zfdHkC8F9iAsCWZPV2JlEky6CYiNhzGRAAmQAAmQAAmQAAlEIAF3nlIRnQscmMhwUHtgZtjPMBGS/iRpzh8OWwiTcVBl2KnlsGyYPfl0jUOHDkn/VOkywOQ/gRT/i2AJDgTI0wGGn6tk6SdAh9PJ0gFGAFbJMwAQt2zZ0jwAxbCIMCLgTpRWF4TSBP9BAO9tA8qSvqqSxJuaA7sQlg2zJ9W+Um1ZvW5VDrdq1SofO3ZX2ckNfwiQpT/0ap5LnjWZ+LqHLH0lV/M8sqzJxJ895OkPPZzbs2fPYxSmfkIMs9PdNd+L8BNR2AYmzfXJMAlMkvQKzN/m9nKUMUwKQ0qASfmbZIOJBEiABEiABEiABEggsgi4E6V2EhIVfx9MBGoP2FqYJOlj6s351sz4UwjLs29gKWUtgIn4Fc9mGowR+IDARAIkQAIkQAIkQAKRRsBd870zFjuwsx9MxOhVMG8CnZDNmhbir5g9SVkidGNg4jWtTVnIzkQCJEACJEACJEACJNBQCHjydK7Bjfa33awEDsnQUJKGwNbDPJ0veT2lUmSgIPVEicdJgARIgARIgARIoAETcCcq5Vhf2Jm2+/8Fy3/a1hvbllyQAAmQAAmQAAmQAAmQgN8E3IlS6evpmHKwcdJxB9dJgARIgARIgARIgARIIBAE3IlSe/lF9hUs7esStMREAiRAAiRAAiRAAiRAAgEh4E2g02BcScYRldmYZD0XNhLGRAIkQAIkQAIkQAIkQAIBIeBOlEpkvKTLbVZ9XbaZSIAESIAESIAESIAESMBvAu5EqUTEd4CVubhKNPYzat4FHO4mARIgARIgARIgARLwnoA7UWovRcQnEwmQAAmQAAmQAAmQAAnUGQF3olSCoPZ5uLIex+kt9QCJh0mABEiABEiABEiABNwTcCdKq5/5FXYsg22DybSgkihIKzjwLwmQAAmQAAmQAAmQgB8E3IlSEZwXwGRa0eGwy222HcsVMJntiYkESIAESIAESIAESIAE/CYgTfTu0hYcNMJSYNJUfymsB2wSbDPM0/nIwkQCJEACJEACJEACJEAC7gm485TKmQkwEaHDYINgTWCSZHanz2BsvhcaTCRAAiRAAiRAAiRAAn4RcCdKxQtq7zsqF5Fm+4dhG2HHYK6GisIhJhIgARIgARIgARIgARLwnoA7UVq9FPGYLqi2k9H31YBwkwRIgARIgARIgARIoPYE3IlSaZof7qbIxjimuTnOQyRAAiRAAiRAAiRAAiTgFQF3olQKWOhVKcxEAiRAAiRAAiRAAiRAAn4QYPS8H/B4KgmQAAmQAAmQAAmQQGAIUJQGhiNLIQESIAESIAESIAES8IMARakf8HgqCZAACZAACZAACZBAYAhQlAaGI0shARIgARIgARIgARLwgwBFqR/weCoJkAAJkAAJkAAJkEBgCFCUBoYjSyEBEiABEiABEiABEvCDAEWpH/B4KgmQAAmQAAmQAAmQQGAIUJQGhiNLIQESIAESIAESIAES8IMARakf8HgqCZAACZAACZAACZBAYAhQlAaGI0shARIgARIgARIgARLwgwBFqR/weCoJkAAJkAAJkAAJkEBgCFCUBoYjSyEBEiABEiABEiABEvCDAEWpH/B4KgmQAAmQAAmQAAmQQGAIUJQGhiNLIQESIAESIAESIAES8IMARakf8HgqCZAACZAACZAACZBAYAhQlAaGI0shARIgARIgARIgARLwgwBFqR/weCoJkAAJkAAJkAAJkEBgCFCUBoYjSyEBEiABEiABEiABEvCDQDBFaVPUc3a1ul6D7Z9hG2Ex1Y5xkwRIgARIgARIgARIIEIIBEOUqmB5Buwn2N0OXHtifT3sAdgvsBKY5GUiARIgARIgARIgARKIMALBEKWngOlnsGRYngNfEaS9Yd/A7rPtlzxMJEACJEACJEACJEACEUYgGKL0CJimwB6EJcHsqQlW9tg3sDwBa+OwzVUSIAESIAESIAESIIEIIWAI0X06a6YXL2pnmHhO7Umzr9RmeejQoUTkly4DTP4TSPG/CJbgQIA8HWD4uUqWfgJ0OJ0sHWAEYJU8AwBxy5YtzQNQDIsIIwKhEqUiNsUz6pjEi7rRcQfWnYlXyeJWrLZq1SofeXZLRqaAECDLgGCsLIQ8K1H4vUKWfiOsLIAsK1EEZIU8/cTYs2fPYxSmfkIMs9OD0XzvCol4RFfZDqZgKc35x2zbXJAACZAACZAACZAACUQQgWB6SgvB1THQaQC2zTC711OCngpgTCRAAiRAAiRAAiRAAhFGIJiidCHYitmTBSvSPB8HK4eZYEwkQAIkQAIkQAIkQAIRSCCYotQV3mJXB7ifBEiABEiABEiABEggMgiEsk9pZBDmXZIACZAACZAACZAACXgkQFHqEREzkAAJkAAJkAAJkAAJ1DUBitK6JszySYAESIAESIAESIAEPBKgKPWIiBlIgARIgARIgARIgATqmgBFaV0TZvkkQAIkQAIkQAIkQAIeCVCUekTEDCRAAiRAAiRAAiRAAnVNgKK0rgmzfBIgARIgARIgARIgAY8EKEo9ImIGEiABEiABEiABEiCBuiZAUVrXhFk+CZAACZAACZAACZCARwIUpR4RMQMJkAAJkAAJkAAJkEBdE6AorWvCLJ8ESIAESIAESIAESMAjAYpSj4iYgQRIgARIgARIgARIoK4JUJTWNWGWTwIkQAIkQAIkQAIk4JEARalHRMxAAiRAAiRAAiRAAiRQ1wQoSuuaMMsnARIgARIgARIgARLwSICi1CMiZiABEiABEiABEiABEqhrAhSldU2Y5ZMACZAACZAACZAACXgkQFHqEREzkAAJkAAJkAAJkAAJ1DUBitK6JszySYAESIAESIAESIAEPBKgKPWIiBlIgARIgARIgARIgATqmgBFaV0TZvkkQAIkQAIkQAIkQAIeCVCUekTEDCRAAiRAAiRAAiRAAnVNgKK0rgmzfBIgARIgARIgARIgAY8EKEo9ImIGEiABEiABEiABEiCBuiZAUVrXhFk+CZAACZAACZAACZCARwIUpR4RMQMJkAAJkAAJkAAJkEBdE6AorWvCLJ8ESIAESIAESIAESMAjAYpSj4iYgQRIgARIgARIgARIoK4JUJTWNWGWTwIkQAIkQAIkQAIk4JEARalHRMxAAiRAAiRAAiRAAiRQ1wQoSuuaMMsnARIgARIgARIgARLwSICi1CMiZiABEiABEiABEiABEqhrAhSldU2Y5ZMACZAACZAACZAACXgkYPCYo+4yqCh6lkPxiVgfBdMc9nGVBEiABEiABEiABEggAgiE0lPaCnzHwg7b7GAE8OYtkgAJkAAJkAAJkAAJOCEQSk9pa9RnMszRW+qkitxFAiRAAiRAAiRAAiTQ0AmE0lN6JeBOgklzvdh4GBMJkAAJkAAJkAAJkEAEEgilp/Qn8B4OWwhrAfsTthyWDbMnn/qXHjp0SPqnnmEvhEu/CKT4dTZPrk6APKsT8X2bLH1nV/1MsqxOxL9t8vSPn/XsLVu2NA9AMSwijAiEUpRuACeTjdURLHNgF8KyYfak2leqLd2K1VatWuUj/+5q53DTdwJk6Ts7Z2eSpzMqvu0jS9+4OTuLLJ1R8X0fefrOznpmz549j1GY+gkxzE4PZfN9OVgNs/FKwDIZtsm2zQUJkAAJkAAJkAAJkEAEEQilKO0Bzgtg4vUUz2YajBH4gMBEAiRAAiRAAiRAApFGIJTN9zsAW5rnY2DiNbXAmEiABEiABEiABEiABCKQQChFqR13qX2FSxIgARIgARIgARIggcgkEMrm+8gkzrsmARIgARIgARIgARKoQYCitAYS7iABEiABEiABEiABEgg2AYrSYBPn9UiABEiABEiABEiABGoQoCitgYQ7SIAESIAESIAESIAEgk2AojTYxHk9EiABEiABEiABEiCBGgQoSmsg4Q4SIAESIAESIAESIIFgE6AoDTZxXo8ESIAESIAESIAESKAGAYrSGki4gwRIgARIgARIgARIINgEKEqDTZzXIwESIAESIAESIAESqEGAorQGEu4gARIgARIgARIgARIINgGK0mAT5/VIgARIgARIgARIgARqEKAorYGEO0iABEiABEiABEiABIJNgKI02MR5PRIgARIgARIgARIggRoEKEprIOEOEiABEiABEiABEiCBYBOgKA02cV6PBEiABEiABEiABEigBgGK0hpIuIMESIAESIAESIAESCDYBChKg02c1yMBEiABEiABEiABEqhBgKK0BhLuIAESIAESIAESIAESCDYBitJgE+f1SIAESIAESIAESIAEahCgKK2BhDtIgARIgARIgARIgASCTYCiNNjEeT0SIAESIAESIAESIIEaBChKayDhDhIgARIgARIgARIggWAToCgNNnFejwRIgARIgARIgARIoAYBitIaSLiDBEiABEiABEiABEgg2AQoSoNNnNcjARIgARIgARIgARKoQYCitAYS7iABEiABEiABEiABEgg2AYrSYBPn9UiABEiABEiABEiABGoQoCitgYQ7SIAESIAESIAESIAEgk2AojTYxHk9EiABEiABEiABEiCBGgQoSmsg4Q4SIAESIAESIAESIIFgE6AoDTZxXo8ESIAESIAESIAESKAGAYrSGki4gwRIgARIgARIgARIINgEKEqDTZzXIwESIAESIAESIAESqEGAorQGEu4gARIgARIgARIgARIINoFQi9JrcMM/wzbCYoJ987weCZAACZAACZAACZBA/SAQSlHaEwjWwx6A/QIrgakwJhIgARIgARIgARIggQgjEEpRKoK0N+wb2H027sm2JRckQAIkQAIkQAIkQAIRRMAQwnttgmvvcbj+Cay3gWU77PNptXnz5j02b95s9OlknlSFwJYtW5r37NnzWJWd3PCZAHn6jK7GiWRZA4nPO8jSZ3ROTyRPp1hqvVNV1StwUmatT+QJYUsgVM3lcl0LrAMsGyYpGzYJthBmT5p9xcnSad0hRnvhC+EWJ/m5iwRIgARIgARIIIwIwCny4QUXXLAhjKrMqoYpgeOod4pD3atvOxziKgmQAAmQAAmQAAmQAAnUDYE1KFYi7yWlwMQrmgBjIgESIAESIAESIAESIIGgEZAgKxGidpPhoZhIgARIgARIgARIgARIICQE4nDVUAZcheSmeVESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESiGACc3HvjoPky7rM6rQRFgNjIgESIAESIAESIAESIIE6JdAfpcvsTeNtV+lp274ESxGrckyFMZEACZAACZAACZAACZBAnRBoilJFdIpH1C5Kj2Pdezas5QAAQABJREFU0Wsqx1NgTCRAAiRAAiRAAiRAAhFGIFjTe/4Frl1gf4N1sDFuguUe27osTsDawLJhPqfNmzf3wsliTCRAAiRAAiRAAuFNYMMFF1ywIbxvgbX3lkAwROm7qMybsN2wgbaKOWumz8OxzrBvbHlkId5TV8lZGZK315IlS24788wz17s6kfu9J/Dbb7816dSpk7wwMAWAAHkGAKKtCLIky8ARCGxJfDYDwzMxMfHC/Pz85ihtQ2BKZCn1nUBdi1IdANxug3CvA4wjWK8udJKwb6NDHll1JTzdiVUlKipq8/333z+mWlnc9I3AGThNXiiYAkOAPAPDUUohS7IMHIHAlsRnMwA80fJp3LJli4hSpgghUNei1AKOUTaWZixnwVrDXoXdAFsFOxuWApPm/GMwJhIgARIgARIgARIggQgjUNeiVHCaHJgexvo+2/YALEWo2r2evbFeYDvGBQmQAAmQAAmQAAmQQAQRCIYodcQpnlJ7Ei+qNM/HwcphjuIVm0wkQAIkQAIkQAIkQAKRQiDYotQZ12JnO7mPBEiABEiABEiABEggcghIIBITCZAACZAACZAACZAACYSUAEVpSPHz4iRAAiRAAiRAAiRAAkKAopTPAQmQAAmQAAmQAAmQQMgJUJSG/CNgBUiABEiABEiABEiABChK+QyQAAmQAAmQAAmQAAmEnABFacg/AlaABEiABEiABEiABEiAopTPAAmQAAmQAAmQAAmQQMgJUJSG/CNgBUiABEiABEiABEiABChK+QyQAAmQAAmQAAmQAAmEnABFacg/AlaABEiABEiABEiABEiAopTPAAmQAAmQAAmQAAmQQMgJUJSG/CNgBUiABEiABEiABEiABChK+QyQAAmQAAmQAAmQAAmEnABFacg/AlaABEiABEiABEiABEiAopTPAAmQAAmQAAmQAAmQQMgJUJSG/CNgBUiABEiABEiABEiABChK+QyQAAmQAAmQAAmQAAmEnABFacg/AlaABEiABEiABEiABEiAopTPAAmQAAmQAAmQAAmQQMgJUJSG/CNgBUiABEiABEiABEiABChK+QyQAAmQAAmQAAmQAAmEnABFacg/AlaABEiABEiABEiABEiAopTPAAmQAAmQAAmQAAmQQMgJUJSG/CNgBUiABEiABEiABEiABChK+QyQAAmQAAmQAAmQAAmEnABFacg/AlaABEiABEigQRAwGnXtJqy+oEHcC2+CBEJAgKI0BNB5SRIgARIggYZHIKX4gv46Tfeftv98b07DuzveEQnUPQGK0rpnzCuQAAmQAAlEAAFN0R6W2zSfPLEtAm6Xt0gCASdAURpwpCyQBEiABEgg0gikjF97Du65Fyw/b8NbH0Xa/fN+SSAQBChKA0GRZZAACZAACUQ0AYtO+6cA0BRlXtGerYURDYM3TwI+EqAo9REcTyMBEiABEiABIdBh4qqWqqLcjlWzoiovkwoJkIBvBChKfePGs0iABEiABEjASsBsMozGSsz/s3cn8HWU9f7HnzlJm6a0aUtBKGCTQkWlF6SQooiyCFXshl4tgohssom94i1dWHsKCF1AxaIgKLQurG5d/woqlAuCNsgmlwsWSCq0FCi06ZIuyZn/95ec0UOWc07Ovnye1+vXWc7MMzPvSZPfeWbmGee8pWvmTHgFFgQQSE2ApDQ1N9ZCAAEEEEDAjZyyosrz/AuNwou0fQ8SBBBIXYCkNHU71kQAAQQQKHOB1urIKSLYS3eTPtU4f9LKMufg8BFIS6AyrbWTX3maFr1I8XfF6Yp3FboFx81XBKVGI+crdJ84BQEEEEAAgcIX8D17wMlznu/dVPh7yx4iUNgCuWgpvUEE8xQTFWsV7ygsIR2mmKpYHw37jIIAAggggEBRCNRNW3KM/pyN1s6ur2wJ3VMUO81OIlDAArloKbXEc4SiUXGe4lyFJaX7KGYrYltLNUlBAAEEEECg8AX8UIU6y1eX+b53y+oF43YU/h6zhwgUtkAuWkotAW1UnKy4S2ElojhOMUthl+st7BI/BQEEEEAAgYIXGD5z2f7602VXAHdUVLbeWvA7zA4iUAQCuWgpDRj21Mi+0YlqDZ9SnKlYpLDP3lTcr2hUBMWS1V6XdevW2f2pB/Z6RVboTqCuu5nMS1kAz5TpuqyIZReSlGdg2Uu6ts0bLqscMLSibdumxU0LThuk1S2CUheMMExdoKGhYWjqa7NmMQrkIim1B5x+EBPvatxaTX+haFVYeUvRpDhC0agIirWydlfiJqvDhg1r1kovdbci81ISwDIlth5XwrNHml5/gGWvyXpcAcsead77wcjwippdLZHP29zKfoOv0aA7u+7mvbcipuIK1NfXbyAxjUtUch/m4vL9zVKzJNSKtZAOVjyu2KU4Q2FloKJW8ahNUBBAAAEEEChUgZ0tbWdp3+yK3MON88c/Xaj7yX4hUGwCuUhKDxHKvQpr3dymuF1h3yBt/kKFzbeWzekKnsAXAgUBBBBAoEAFwuGQOoCaYnunIZ3lF+hpYreKUyAXl++fE40lv/0U1joaXLK3+XZ5vio63x5+oiCAAAIIIFCwAnUtYybqefsDtIMvN1avWlqwO8qOIVCEArlISo3FWkNbevChG40eYJiNAAIIIFBYAkpI1Q2U/VHzF7hwmMaUwjo97E2RC+Ti8n2RE7H7CCCAAAIIOFc3bfmhcjhW0dy3uuJOTBBAILMCJKWZ9aQ2BBBAAIESFYiE7JWi7Zf+7lgdHmfPQlAQQCCDAiSlGcSkKgQQQACB0hQYcdnivfQQxKk6ujY9DbGgNI+So0IgvwIkpfn1Z+sIIIAAAkUg0NZaeYF2Uw/mekvXzJnwShHsMruIQNEJkJQW3SljhxFAAAEEcikwcsqKKs/zL7RtepE2uoHKJT7bKisBktKyOt0cLAIIIIBAbwVaqyOnaJ29dDfpU43zJ63s7fosjwACyQmQlCbnxFIIIIAAAmUq4HsdDzh5vndTmRJw2AjkRICkNCfMbAQBBBBAoBgF6qYtOUYX7Udr39dXtoTuKcZjYJ8RKBYBktJiOVPsJwIIIIBAzgX8UEVHZ/m+d8vqBeN42UvOzwAbLCcBktJyOtscKwIIIIBA0gLDZy7bX/eRTtQKOyoqW29NekUWRACBlARISlNiYyUEEEAAgZIX8N0UHWOF3pN996vXnbS+5I+XA0QgzwIkpXk+AWweAQQQQKDwBEaGV9Sos/yzbc9CER5wKrwzxB6VogBJaSmeVY4JAQQQQCAtgZ0tbWepghrFw43zxz+dVmWsjAACSQmQlCbFxEIIIIAAAmUjEA6HPOfZpXu9UdSjs/yyOfEcaL4FSErzfQbYPgIIIIBAQQnUtYyxh5sOULzcWL1qaUHtHDuDQAkLkJSW8Mnl0BBAAAEEei/gO7+jGyjnL3DhcKT3NbAGAgikIkBSmooa6yCAAAIIlKRA3bTlh+rAjlU0962uuLMkD5KDQqBABUhKC/TEsFsIIIAAArkXiIQ6XimqbqDuWB0e15z7PWCLCJSvAElp+Z57jhwBBBBAIEZgxGWL91I3UKdqVpuecFoQ8xGjCCCQAwGS0hwgswkEEEAAgcIXaGutvEB7WaVn7peumTPhlcLfY/YQgdISICktrfPJ0SCAAAIIpCAwcsqKKs/zL7RVvUgb3UClYMgqCKQrQFKariDrI4AAAggUvUBrdeQUHcReetf9U43zJ60s+gPiABAoQgGS0iI8aewyAggggEBmBXyv4wEnz+eVopmVpTYEkhcgKU3eiiURQAABBEpQoG7akmN00X60Dm19ZUvonhI8RA4JgaIQICktitPETiKAAAIIZEvAD1V0dJbve7esXjBuR7a2Q70IIBBfgKQ0vg+fIoAAAgiUsMDwmcv2132k9lrRHRWVrbeW8KFyaAgUvABJacGfInYQAQQQQCBrAr6boror1Fn+3a9ed9L6rG2HihFAIKEASWlCIhZAAAEEEChFgZHhFTXqLP9sO7ZQhAecSvEcc0zFJUBSWlzni71FAAEEEMiQwM6WtrNUVY3i4cb545/OULVUgwACKQqQlKYIx2oIIIAAAkUsEA6HPOfZpXu9UdSjs/wiPpXseukIkJSWzrnkSBBAAAEEkhSoaxljDzcdoHi5sXrV0iRXYzEEEMiiAElpFnGpGgEEEECgMAV853d0A+X8BS4cjhTmXrJXCJSXAElpeZ1vjhYBBBAoe4G6acsPFcKxiua+1RV3lj0IAAgUiABJaYGcCHYDAQQQQCA3ApFQxytF1Q3UHavD45pzs1W2ggACiQRylZRO0440KpYphiiCcoJGnlGsVFQFMxkigAACCCCQDYERly3eS91Anaq62/SE04JsbIM6EUAgNYFcJKU3aNfmKeym8rWKdxT6neDqFQ8qvq54UbFdYfMpCCCAAAIIZEWgrbXyAlWsRhBv6Zo5E17JykaoFAEEUhLIRVI6VXs2QvGc4rzoXlryaQnpWMVjimB+rcYpCCCAAAIIZFxg5JQVVZ7nX2gVe5E2uoHKuDAVIpCeQGV6qye1dtD6ebKW/lx0DXvScbBidXTaBhsV+yoaFRQEEEAAAQQyKtBaHTlFFe6ld90/1Th/0sqMVk5lCCCQtkAuktJgJ/fUiCWdVvp3DN7z7yZNjVRYy2lQdB9678u6devsDR0H9n5N1uhGoK6becxKXQDP1O06r4llZ5HUp8vCMtK2c7pX2dftWvfyvaLK5t+IsvBM/cctuTUbGhqGJrckS5WKQC6S0ouE9YOYeFfjkxXWMhpbBmmi8zfXoJU1djkbj5usDhs2zJ6mfKnzSkynLIBlynTdrohntywpzcQyJbZuVyppy7ppS47xQ6GDdOTr+w868Hsa7uhWIXMzS9ozc0w911RfX7+BxLRnn1L8JBf3lN4sOLt0b6VaYZftH1dYi+hihZU6hc3foKAggAACCCCQUQE/VHGxVej73i2rF4zLdkKa0X2nMgTKRSAXLaWHCPNZhV0usXK7wr5BTlK0KYJWT3voabOCggACCCCAQMYEhs9ctr+yUesBZkdFZeutGauYihBAIKMCuUhK7al7a5Htp9ilaFVYsYed7PK8tZ7GztckBQEEEEAAgQwJ+G6KaqpQC8jPXr3upPUZqpVqEEAgwwK5uHxvu2ytoS2KICG1eUHpaX7wOUMEEEAAAQRSEhgZXlGj1o+zbeVQxLsppUpYCQEEciKQq6Q0JwfDRhBAAAEEEIgV2NnSdpamrUeWhxvnj3869jPGEUCgsARISgvrfLA3CCCAAAKZEgiHQ57z7NK97hXzvpepaqkHAQSyI0BSmh1XakUAAQQQyLNAXcsYe7jpAMXLjdWrluZ5d9g8AggkECApTQDExwgggAACxSngO7+jGyjnL3DhsD1cS0EAgQIWICkt4JPDriGAAAIIpCZQN235oVrzWEVz3+qKO1OrhbUQQCCXAiSludRmWwgggAACORGIhPxv2obU9csdq8Pj7C1/FAQQKHABktICP0HsHgIIIIBA7wRGXLZ4L3UDdarWatMTTgt6tzZLI4BAvgRISvMlz3YRQAABBLIi0NZaeYEqrtIz90vXzJnwSlY2QqUIIJBxAZLSjJNSIQIIIIBAvgRGTllR5Xn+hbZ9L9JGN1D5OhFsF4EUBEhKU0BjFQQQQACBwhRorY6coj3bS3eTPtU4f9LKwtxL9goBBLoTICntToV5CCCAAAJFKeB7HQ84eT6vFC3KE8hOl7UASWlZn34OHgEEECgdgbppS47RRfvROqL1lS2he0rnyDgSBMpDgKS0PM4zR4kAAgiUvIAfqujoLN/3blm9YNyOkj9gDhCBEhMgKS2xE8rhIIAAAuUoMHzmsv11H6m9VnRHRWXrreVowDEjUOwCJKXFfgbZfwQQQAAB6yV/ihgq1Fn+3a9ed9J6SBBAoPgEepOUqi9i6/etPWycggACCCCAQN4FRoZX1OiP0tm2I6EIDzjl/YSwAwikKJBMUlqnupcpIort0bBx62rjYAUFAQQQQACBvAnsbGk7SxuvUTzcOH/803nbETaMAAJpCVQmWNuS0fHRZR7RcFV0/EPR+c9quFGxp6JVQUEAAQQQQCB3AuFwyGvx7NK93ijq0Vl+7uTZEgIZF4iXlForqiWkH1S81MOW99H85xX7x1mmh1WZjQACCCCAQHoCdS1jJvrOP0C1vNxYvWpperWxNgII5FMgXlJql+hj7x21BDS29NVEo2JI7EzGEUAAAQQQyJWAEtKObqCcv8CFw/Z3i4IAAkUqEC8pjT2k2Mv4sfMrNMEvgVgRxhFAAAEEciJQN235oUpKj9XGmvtWV9yZk42yEQQQyJpAMklpcBnf7h+9otOekJB2AmESAQQQQCA3ApGQ/027nKduoO5YHR7XnJutshUEEMiWQDJJqf6/t5ep+vcP0XEGCCCAAAII5E1gxGWL94q0uVO1A2260WxB3naEDSOAQMYEkk1Km7TFBxXfUGyJbn2Ahj9UBElrdDYDBBBAAAEEsivQ1lp5gef56jvb++2aOeNfye7WqB0BBHIhkExSavsxKLozN3faqVs0TVLaCYVJBBBAAIHsCYycsqJqlxe50LbgRdroBip71NSMQE4Fkk1K7cn77pblntKcni42hgACCCDQWh05RQp7qU3kqcb5k1YiggACpSFgDzElU1q00AWKNdG4UUObR0EAAQQQQCCnAr7nf9M26Pm8UjSn8GwMgSwLJJuUWpdQ8xSDo3GuhrsUFAQQQAABBHImUDdtyTFKR0drg+srW0L35GzDbAgBBLIukExSaj1u2JudZits3GKSwkrnDvU75vIvAggggAACWRDwQxUdneX73i2rF4zbkYVNUCUCCORJINmk1HbPWkuD8kR0xN7qREEAAQQQQCDrAsNnLttf95FO1IZ2VFS23pr1DbIBBBDIqUAySWnwMNMq7dk0xRmKl6J7uSY6ZIAAAggggEB2BXw3RRuoUJcvd7963Unrs7sxakcAgVwLdPdEfXf7sK9mvq6w+0qDYpfwg4Q1mMcQAQQQQACBjAuMDK+o2dUSOdsqDkV4wCnjwFSIQAEIJJuUrtW+2r2keyr6KN5QkJAKgYIAAgggkH2BnS1tZ3nOq9GWHm6cP/7p7G+RLSCAQK4F4iWlloS+qtjUw05Zh/q6vyep5PRkLfcjhV3u/4riOYXVP18RFPtlc75CV2YoCCCAAAIIdAjsM3XpHkpI/9umNKSzfH4wEChRgXhJqR1ybQaO225Kv1cxRvFRxbOK3RXViqmK6QorwetLO6b4FwEEEECg7AX2n/HgoDa343eCGK54prF61dKyRwEAgRIViJeUWoultWamW5aoArv/tCEa9rCUTT+vmK2IbS3VJAUBBBBAAAG9sumS3+/W5u9Yrr9Eh+uP0T9cxDvRhcPcOsYPBwIlKhAvKbWE9GHF5h6OfaDmH6tIdLm9n5YJ+pIbonFrfX1ccZJiVjQ0aG8xJUE1CQoCCCBQ5gJ14Yf6+S1bF4vhKCWlTSHfP+GV+RPseQYKAgiUqEC8pNQO+egEx22Ja6Kk1BJSWy5IQL+hcetS6inFmYpFCnuA6k3F/YpGRVAS1R0s957hunXr7P7UA98zk4lUBepSXZH1uhXAs1uWlGZimRJbtysVlGXfAXtXRja9ebPXd7fjXKTtrY1/vf/cTSt/bg0cxfJ7vaA8uz3jRTCzoaFhaBHsJruYQYF4SaklhJZMplvs3tFtiuWK2FbThzXdqrDylqJJcYSiURGUnrYfN1kdNmxYsyoI+lIN6mKYugCWqdt1tyae3amkNg/L1Ny6W6swLCffV7HP/v3v1i/547STb/sh7zglpHa7V7GVwvAsNrWY/a2vr99AYhoDUgajoSSPsU7LNSqeiQlLDJNZ/wUtZwmpPfDUpqhSWLK5S3GGwordClCreNQmKAgggAACZSgQDoeGH9D/J/rjMllHv9FF/M+smTupGBPSMjx5HDIC6QvEaymNrf3V2ImYcf3uSFis66jxitib0+0S/iEKexJ/ocKKPYVv/aFSEEAAAQTKTsD3arcvX6Abws7QoW9xIX9c09yJfys7Bg4YgTIWSCYpDVpD7a1ONyh+r/i1wi6RJ1Ps4aaeirWYWsuptZrGJq09Lc98BBBAAIESFKidvmyu872v69BanBc6qen6cY+X4GFySAggEEcgSDjjLPKvj87TmD2cNFthl9ut7NExSOtfexCKhDQtQlZGAAEEildg+PTls5znTdMR7FQL6Reb5oz7U/EeDXuOAAKpCiSTlFrCeLtiluIhRa3idYWVdzsG/IsAAggggEDvBWpnLpvqeX5Ya7b6vn9a0/UTV/S+FtZAAIFSEEgmKbXjtFbSEQrrAN/uBbXWUpsOnp7XKAUBBBBAAIHkBepmLr1A95Ba/9QR3/nnrJk38ZfJr82SCCBQagLJJKX76KDrFOsVdk/piYqtijMVnoKCAAIIIIBArwSGz1j6Vd/3fmArqaX0ojVzJ/60VxWwMAIIlJxAogedTtARP6iwltGbFPau+thi8ykIIIAAAggkLTB8+tIves77iVYIqWnjksY5E29NemUWRACBkhVI1FJqCamVGxVBAvtBjW9UNCl8BQUBBBBAAIGkBGovXTrO87xfaOFKtZSGm+ZMsL8vFAQQQCBu5/dBEvoJOW1W9Il62VsqRivsgad43T1FF2eAAAIIIICA/mjMXPEpF/HsvtG+zvfnr5k3nqtt/GAggMC/BOK1lFZEl7LXhFqxju299jH7hdJR9owOGSCAAAIIINCjgFpIj3R+ZLEWqNZfkh82zZswo8eF+QABBMpSIF5Sav2HWrlfYQ87BcX6KP1LdOKVYCZDBBBAAAEEuhOonbb0MLWQWldPA3zPLWrq1zBFbRzc/tUdFvMQKGOB4BJ9TwRj9YHdVxr0S2r3kg6OLmyXXegSKorBAAEEEECgq8DwGUtGKQG1NwEO1qW2+5te3naOuz/MC1O6UjEHgbIXiNdSajh/UIxQ2DvqrVhCaompJathBQUBBBBAAIFuBfabuXik50LWsLGHGkaXDX1379Pc/Se3dbswMxFAoOwFErWUGlCj4iM20k2xB50mKRZ18xmzEEAAAQTKVGD/GUuHtznPGjaGKf7o9Rsw+cnb6neVKQeHjQACSQgkk5TGq8YedDo43gJ8hgACCCBQXgJ105bvHXH+H9RpYK3ise2RPietDx+3vbwUOFoEEOitQLpJ6c7ebpDlEUAAAQRKV2CfqUv38D3fLtl/QPFkhVc1fv0NY+0tgBQEEEAgrkCie0rjrsyHCCCAAAIIBAL7z3hwUJ9K73fq8uk/1EL6912t/omvzB27KficIQIlIFCnY1imaIzGXRrSZ7sQMlHSbSnNxD5QBwIIIIBAkQvsdcnvd2vzdyxXQnq4nrL/h/O9sWtvnPB2kR8Wu49ArMAZmlgYO0Pj9iKhUxVjFA0KShoC6baUWif6NWlsn1URQAABBIpcoC78UL9+FbsWKyE9StEUcv4JjfPHv1Hkh8XuIxArYPnSwugMe926TdtLhuytl1ZWKfR9jJKOQLJJ6cnaSGwH+sE212nktmCCIQIIIIBAeQkcfl5DH3/7FnvJyvGKdW2u7YRX5k5cU14KHG0ZCAyPHqO1iL6ksJc/WH+7jymmK6yQlHY4pPxvMkmpId+ruLubrWzWPJqru4FhFgIIIFDyApPvq9gw5I1f6FL9BB3r276LjH1tzkmrS/64OcByFgheIFTOBlk79mTuKbVvA48ojlbYzb1BEjpA49MU9jkFAQQQQKCcBMLh0PDt/X/i+26yDnuji/ifWTN/0vPlRMCxlpVAU/RorWeJMxWLotNnaDhPYS8W4k1lUZRUB8kkpVb3IdENjNfQIijWZE1SGmgwRAABBMpCwPdqty9foN/+9gd5iwv545rmTvxbWRw6B1muApbrjFC8qlioCJJSG7fy0Y4B/6YjkGxSuqc2Yjf0eorYJJRvBenosy4CCCBQhAK105fN1SX7r2vXW5wXOqnp+nGPF+FhsMsI9FagUStYLrR3zIqHa9xexd4aM4/RFAWSuafUqu6j+KuiRfE1xZ0K3uQkBAoCCCBQTgLDpy+f5TzPbt3aqRbSLzbNGfencjp+jrXsBKp0xPawd1CsMe5NxURFo+JJBQmpEDJRkm0pXauNBTf3btG4dQNl3R/YNwZaS4VAQQABBEpdoHbmsqnO98M6zlbf909bc/3EFaV+zBxf2Qt8UgL2sLc1zO2huFFxtCIo3T0EHnzGsJcCySSl1ppqCandV3qY4n2Kzyl2KawJ2xJWCgIIIIBACQvUzVx6gR5qmq9DjPjOP2fNvIm/LOHD5dAQCASeiY7YvaRBscv19oCfdQ1FyaBAspfvbZNfUByl2E3xWYWVdzsG/IsAAgggUKoCw2cs/arvez+w4/M8/6I1cyf+tFSPleNCoJPAW5rup7AHu4NijXTfUdhl/YHBTIbpCyTTUmqX5625elanzVn3B3aPKQUBBBBAoEQFhk9f+kXPeT/R4YX0qOsljXMm3lqih8phIdCTwA59YFcJLOzB7xmKqYrxCiv2EDglAwLJtpReom3Zq7Ruj8Y3NByioCCAAAIIlKhA7aVLx3me9wsdXqVaSsNNcyZYAwUFgXIWsJZTy4ksER2hmK2gZEggmZZS25Qlr59X2D0UVqzj/B8r7NsDBQEEEECgxARqZ674lItE7L7Rvnq4af6aeRP441ti55jD6bXAGd2sYfea2nzLi36o8BWUFAWSTUqfUv12D0VQTtWIhX1ToCCAAAIIlJCAWkiPVEK6WIdUrd/yP2yaO8EuV1IQKGcBa5xbmADgFn1OUpoAKd7HyVy+t2UsIbVuDywJtfiSwkpd+7/8gwACCCBQEgK105Ye5iLeCh3MAN9zi5r6NUzRr33+0JbE2eUg0hCw52t2jxM1+owuMtMAtlWTaSkNkK1/0qA8HR1ZE8xgiAACCCBQ3ALDZywZpQT09zqKwWp9uL/p5W3nuPvDwd+A4j449h6B9AXGqoqWTtWs07R1jWnP3dzX6TMmeymQTFJqVTYpzlV8UPFidFwD93OFfom5ExR28y8FAQQQQKAIBfabuXik54ce1K7voYbRZUPfGXZa4/31bUV4KOwyAtkQsKvG1ol+52I9EV2nmKewe7D5EieEVEuySemm6AaO1tAiKHZfqZXdFCSl7RT8gwACCBSXwOCPfXGfClexUHs9TPFHr9+AyU/eVm8vSKEggECHgCWb+3aDYS2n2xXWSwUJaTdAvZmVbFL6kR4qtfVHKxp7+JzZCCCAAAIFLFA3bfnevr9zoR7PqFU8tj3S56T14ePsjywFAQTeK3CQJjtfvt+heQ3dzH/vmkwlJZDMg07xKtpfH9pl/UTF3npgb396RnFwzMJ22d/mrVRUxcxnFAEEEEAgBwKRkD/ZVfSp1aaerPCqxq+/4TNbc7BZNoFAsQlYvmS3tzzaKVYV24EU8v6mm5Tu1ME1JzjAifrc7sOwG4RvU9g7Y4co6hV2gr+usPtU7Zu57q2nIIAAAgjkSmDN3AkLdrz16lW7Wv0TX5k7dlOutst2EMiygOUYVizPSTfXsXrs0vwIhV3Ct7DxJoXdU0rJkEAmTlSiXVmiBSYprHnb3p1sJ9GmLSG1RPUxxXkKK/ZtnYIAAgggkEOBN+6Ycu/aGye+ncNNsikEsilgV2aDFkzLQeyBPevWrFFxlCLV0qgV7Ul7Cxv/omKwIhe5lDZT+iXZe0rTkeinle2eCyvWQmqJ5+MKO5GrFUGxbxv27aMxmMEQAQQQQAABBBDohcBALWv5hRdd53QN31FYP6I/UgSNYRrtVbH6lipirw6fGq3BEl5KBgRykZRaQmonc1Y0vqHhPxSdi102GqmwltOgpHSi161bZz98BwaVMExLoC6ttVm5swCenUVSn8YydbvOa2LZWSS9aTzT82tfu6GhYWgK1XRex1pNrWxWWH6xp02kUCyPGd/NetM1L6VcpZu6yn5Wukmp3VP6agLFan2+TbFcEdtqai2jsWWQJlbGztC4/RB0V+L+AAwbNsy+ybzU3YrMS0kAy5TYelwJzx5pev0Blr0m63EFLHukSekDPFNi+/dK9fX1G1JITJuiNZyhoXVmf9O/a2xPSAfETPdm1O4prYiuYLmTTQcRnc0gXYFk74PYRxtqVFiCad86LCm8SGH3Vdh9ovHKC/rQElJ74Mnu66hSWLJp31gWK6zUKay5fYOCggACCCCAAAIIpCJg+ckIxUKFNYidq7BbA60sVPzGRlIso7Se5TF2BXiX4hWF3S5AyZBAsi2lr0e3Z5feLXm0Vs6bFT9VWJN4vGItoNbkbd8ogmL12MNOwc3HNn+sIlFdthwFAQQQQAABBBDoSaBRH1jjV+fSqBkWqRRrxHs2uqI1tL1fcYjCrsx2ty3NpvRWIJmkNGhNtW8at0U3YPdsWEJpw0SJpD3c1FOxE2mtr/aNo7WnhZiPAAIIIIAAAgjkUWB4dNtjNGyIjoc1nKWwPCm24U2TlFQEgoQz3rrWFG7lvxXW4mnfEA5TZKrY2xFISDOlST0IIIAAAgggkGmBpmiF+8dUHPSFSkIag5LOaLJJ6d3ayNTohqxLhVXR8cbokAECCCCAAAIIIFDqAvYyIGuss7CGOivBdDI5Vcca/NutQDKX723FLysuU+xU2MNN1gXC9xUUBBBAAAEEEECgHASstdS6r7RnZWwYW4LL+7HzGO+lQLJJqS1nDzbZtwJ7SOkDilrFSwoKAggggAACCCBQygLWGlqn2EdxuMJuPXwsOtSAkgmBZJNSe/OSJaFWtig+qHhRYU3VdqIoCCCAAAIIIIBAKQvcoIMLbmUMjtN6EloaTDBMTyCZpNQST0tI7YmzUYr3KU5UWP9f1mJKa6kQKAgggAACCCBQsgKWC1lCervCWkutWB+lSxQ00JlGBkoySWmwmY9qZE/FVoUlp1bWdQz4FwEEEEAAAQQQKFmB4J7R83WEX1fYVeMVijcV1r0lV42FkG5JJim1rg7sm4HdU9q5bO48g2kEEEAAAQQQQKDEBIJGuPk6rucU34uGHSZdQplCBoo1OSdTztNCX1JYH6UWsxXJrqtFKQgggAACCCCAQNEK2KtFreehLyoGKOztlhb2VidKhgQStZQeFbOd1zV+fXTaTs7HFfbkGQUBBBBAAAEEECh1AWslte4wrVHuNwprPeWyvRAyVeIlpYb+aIINVehzmq0TIPExAggggAACCBS1gN03avnOxk5H8aymj+k0j8kUBeIlpYY/QtG3m7p3RueTkHaDwywEEEAAAQQQKDkBS0iDTvOtVyIrwbBjin/TEoiXlFrFeyheVlQrhiqCUhWMMEQAAQQQQAABBEpcwC7TD+l0jI2atrc7UTIkEC8ptcv3qxT2UNOZiu6+DXD5XjAUBBBAAAEEECg7ga/piG9UWL7EleMMnP54SakBj1E0KRYqrNW0c+EkdBZhGgEEEEAAAQRKUWCiDso6y++vuF9hnecfqyAXEkImSrykNKh/7+iIPXEfW7iEH6vBOAIIIIAAAgiUqoDlPJaQ2n2l1yjGK6y8o7CHoCgZEIiXlAaX7+Nthsv38XT4DAEEEEAAAQRKQWBY9CDs+ZqnFJac2psuX1Rw+V4ImSjxktLO9T+iGXco/qYI3uREk3VnJaYRQAABBBBAoNQErNchK0cqrMN8e9OljVMyKBAvKbWE07qEsibqkxVHR8PuMX1AcZ+iUUFBAAEEEEAAAQRKWWBd9OAejQ6XamiX863Bjga6KEq6A2tyjlca9eEPFMcobNlPKOwp/HMVDyoSra9FKAgggAACCCCAQFELWJdQNYrZikkKS0qtxdTyI0qGBOK1lNomrE8uS0RPjYYG7cXeYGCv2OLbQYcH/yKAAAIIIIBAaQvYrYvhmEN8Lmac0QwIxEtKrRX0nZhtPKJxazV9WvGWolVBQQABBBBAAAEEEEAgbYF4SWnnyoN7SmPn8/R9rAbjCCCAAAIIIIAAAikJxEtK7dK83TdhrxjtqXD5vicZ5iOAAAIIIIAAAggkLRAvKbXL98MVP1TYDb49FXsy/1HF2p4WYD4CCCCAAAIIIIAAAvEE4j09b4nozQprDb1NcYKiLhpHaXiDwpa5V9GioCCAAAIIIIAAAgggkJJAvJZSSzjtntF5iqkK6waqc7lbM85RkJR2lmEaAQQQQAABBBBAIGmBeEmpVWKtpJcopitGKj6osGKv1XpFwRP4pkFBAAEEEEAAAQQQSEsgUVJ6kWrf0s0W7NVaYxWJ7jftZlVmIYAAAggggAACCCDwXoF4Sandb2r3lMYrt+jDeA9BxVuXzxBAAAEEEEAAAQQQaBeI96CTXbqviUZ/DS1uVATF7ie1ZSgIIIAAAggggAACCKQlEK+l1Cq2V2pZ2VOxSlGrsFeMnqCwtzpREEAAAQQQQAABBBBIWyBeS6lVXqVYpnhTMUhhDzp9REFCKgQKAggggAACCCCAQGYE4rWUetrE9pjNPKbxkxR7RefZpf3zFdxTGgVhgAACCCCAAAIIIJCaQLyktHON4zXDIrZcoAmS0lgRxhFAAAEEEEAAAQR6LRAvKbVk0zrP7+kSv7Wk9uZBpyFa/nKF9Xtqxdaf3z7W8Q8trzEYjCKAAAIIIIAAAuUk0FPCGRhY0mkd5MfG+zQ9R7FTkWh9LdKefB6o4VMKe/tTUIZpxN4UtT4aa4MPGCKAAAIIIIAAAgiUl0C8ltJYCWvl/JrCXjna27KHVnhAYU/uN8WsvI/GZytiW0tjPmYUAQQQQAABBBBAoFwEErV0niGIdxXvKGIT0ts1besmc/n+LS1Xp/iGYpAiKMdpZJbCbhOwmKagIIAAAggggAACCJShQLyWUks6F8aYWHdQqxVtimcUlkimU+xy/pmKRQrrB9W6nbpf0agISkrbWLdund2farcMUNIXqEu/CmqIEcAzBiPNUSzTBIxZHcsYjAyM4pkBxIaGhqEZqIYqikggXlLaOSG0S/C/zOCxPay67F5VK9aa2qQ4QtGoCIoXjHQadt6393w8bNiwZs146T0zmUhHAMt09Lqui2dXk1TnYJmqXNf1sOxqks4cPNPR07r19fUbSEzTRCyy1eNdvrfEz5LCfRV2ub5WYQ8mWblZke7l9l2q4wyrTGWgwup/1CYoCCCAAAIIIIAAAuUlEC8pDSTsqfjzFJagHqJYrrBi95gms377wvpni2JTMKGh1bVQYcmvtWxOV/AEvhAoCCCAAAIIIIBAuQnEu3zfncVzmjlBYcnopxTJPOikxdrLIv1rERSryxLdKoW1mvamLi1OQQABBBBAAAEEECgVgUQtnct0oBOjB2sPDlnXUFZOVzyoSLS+LZuo7NACJKSJlPgcAQQQQAABBBAoYYF4SaV9Nl7xoejxv6jhN6PjA6JDBggggAACCCCAAAIIpC0QLym1ez1jS5MmtsbOYBwBBBBAAAEEEEAAgUwIxEtKg/q3BSMaBuP20BIFAQQQQAABBBBAAIGMCCTzoNPJ2pL1I2pvY7LxNYqzFRQEEEAAAQQQQAABBDIiEC8ptSfjrRwdjc7jNk1BAAEEEEAAAQQQQCBtgXhJqT0RP0Kxs4et9NV8nprvAYfZCCCAAAIIIIAAAskLxEtKg1os+aQggAACCCCAAAIIIJA1gXhJqT0E9WqCLVfoc1pLEyDxMQIIIIAAAggggEB8gXhJaec1H9GM+xRPK+y1oFZISDsc+BcBBBBAAAEEEEAgDYF4SaklnGMU9lrRMxVHR+NZDX+jsLc9URBAAAEEEEAAAQQQSFvALtHHKw36MKyoU9il+k8oDlHMUqxSJFpfi1AQQAABBBBAAAEEEIgvEK+l1NYcqLAk9AzFZMVghRV7u9MDCi7fmwYFAQQQQAABBBBAIC2BeEmptYIG947aRuyy/cWKlYoNip66itJHFAQQQAABBBBAAAEEkheIl5R2rsVaTBd2msnT951AmEQAAQQQQAABBBDovUC8pNQuzZ8Zp8oB+syP8zkfIYAAAggggAACCCCQlEC8pNQqWJRULSyEAAIIIIAAAggggEAaAjw9nwYeqyKAAAIIIIAAAghkRoCkNDOO1IIAAggggAACCCCQhgBJaRp4rIoAAggggAACCCCQGQGS0sw4UgsCCCCAAAIIIIBAGgIkpWngsSoCCCCAAAIIIIBAZgRISjPjSC0IIIAAAggggAACaQiQlKaBx6oIIIAAAggggAACmREgKc2MI7UggAACCCCAAAIIpCFAUpoGHqsigAACCCCAAAIIZEaApDQzjtSCAAIIIIAAAgggkIYASWkaeKyKAAIIIIAAAgggkBkBktLMOFILAggggAACCCCAQBoCJKVp4LEqAggggAACCCCAQGYESEoz40gtCCCAAAIIIIAAAmkIkJSmgceqCCCAAAIIIIAAApkRICnNjCO1IIAAAggggAACCKQhQFKaBh6rIoAAAggggAACCGRGgKQ0M47UggACCCCAAAIIIJCGQC6T0iHazxs67esJmn5GsVJR1ekzJhFAAAEEEEAAAQTKRCAXSaknywMVTynOiXGt1/iDiq8rXlRsV9iyFAQQQAABBBBAAIEyE8hFUrqHTB9Q1Co2xfhaQjpW8ZjivOh8W4aCAAIIIIAAAgggUGYCuUhK35JpneIbikGKoAzWyOpgQsONin1jphlFAAEEEEAAAQQQKBOByjwdZ3eX6a0VdaTCWk6D4gcjvRmuW7euRsvbLQOU9AXq0q+CGmIE8IzBSHMUyzQBY1bHMgYjA6N4ZgCxoaFhaAaqoYoiEshXUmrJprWMxhZrRV0ZO0Pj3SWvtkjcZHXYsGHNWuYlW5CSEQEsM8L4r0rw/BdF2iNYpk34rwqw/BdFRkbwTJOxvr5+A4lpmohFtnouLt/3RGItooujH9ZpaJfzN0SnGSCAAAIIIIAAAgiUkUAuW0q3yDX2QadJmm5TBK2e9tDTZgUFAQQQQAABBBBAoMwEcpmULpKtRVAiGrHL89WKXYpWBQUBBBBAAAEEEECgDAVymZT2xNvS0wfMRwABBBBAAAEEECgPgXzeU1oewhwlAggggAACCCCAQEIBktKERCyAAAIIIIAAAgggkG0BktJsC1M/AggggAACCCCAQEIBktKERCyAAAIIIIAAAgggkG0BktJsC1M/AggggAACCCCAQEIBktKERCyAAAIIIIAAAgggkG0BktJsC1M/AggggAACCCCAQEIBktKERCyAAAIIIIAAAgggkG0BktJsC1M/AggggAACCCCAQEIBktKERCyAAAIIIIAAAgggkG0BktJsC1M/AggggAACCCCAQEIBktKERCyAAAIIIIAAAgggkG0BktJsC1M/AggggAACCCCAQEIBktKERCyAAAIIIIAAAgggkG0BktJsC1M/AggggAACCCCAQEIBktKERCyAAAIIIIAAAgggkG0BktJsC1M/AggggAACCCCAQEIBktKERCyAAAIIIIAAAgggkG0BktJsC1M/AggggAACCCCAQEIBktKERCyAAAIIIIAAAgggkG0BktJsC1M/AggggAACCCCAQEIBktKERCyAAAIIIIAAAgggkG0BktJsC1M/AggggAACCCCAQEIBktKERCyAAAIIIIAAAgggkG0BktJsC1M/AggggAACCCCAQEIBktKERCyAAAIIIIAAAgggkG0BktJsC1M/AggggAACCCCAQEIBktKERCyAAAIIIIAAAgggkG0BktJsC1M/AggggAACCCCAQEIBktKERCyAAAIIIIAAAgggkG0BktJsC1M/AggggAACCCCAQEIBktKERCyAAAIIIIAAAgggkG0BktJsC1M/AggggAACCCCAQEKByoRLZG8BT1XPj6m+RuPnK/yYeYwigAACCCCAAAIIlIFAPltKh8l3qmJ9NNaWgTeHiAACCCCAAAIIINCNQD5bSvfR/sxWxLaWdrOLzEIAAQQQQAABBBAodYF8tpQeJ9xZCrtcbzFNQUEAAQQQQAABBBAoQ4F8tpQ+Je8zFYsUeyreVNyvaFQEJaX7S9etW2f3px4YVMIwLYG6tNZm5c4CeHYWSX0ay9TtOq+JZWeR9KbxTM+vfe2GhoahGaiGKopIIJ9J6cNyao1avaVhk+IIRaMiKF4w0mkYN1kdNmxYs5Z/qdM6TKYugGXqdt2tiWd3KqnNwzI1t+7WwrI7ldTn4Zm6Xfua9fX1G0hM00QsstXzefl+l6zOiHoN1LBW8Wh0mgECCCCAAAIIIIBAGQnkMyk9RM4LFdbqaS2b0xU8gS8ECgIIIIAAAgggUG4C+bx8/5yw7fJ8lcJaTSMKCgIIIIAAAggggEAZCuQzKQ24dwQjDBFAAAEEEEAAAQTKUyCfl+/LU5yjRgABBBBAAAEEEOgiQFLahYQZCCCAAAIIIIAAArkWICnNtTjbQwABBBBAAAEEEOgiQFLahYQZCCCAAAIIIIAAArkWICnNtTjbQwABBBBAAAEEEOgiQFLahYQZCCCAAAIIIIAAArkWICnNtTjbQwABBBBAAAEEEOgiQFLahYQZCCCAAAIIIIAAArkWICnNtTjbQwABBBBAAAEEEOgiQFLahYQZCCCAAAIIIIAAArkWICnNtTjbQwABBBBAAAEEEOgiQFLahYQZCCCAAAIIIIAAArkWICnNtTjbQwABBBBAAAEEEOgiQFLahYQZCCCAAAIIIIAAArkWICnNtTjbQwABBBBAAAEEEOgiQFLahYQZCCCAAAIIIIAAArkWICnNtTjbQwABBBBAAAEEEOgiQFLahYQZCCCAAAIIIIAAArkWICnNtTjbQwABBBBAAAEEEOgiQFLahYQZCCCAAAIIIIAAArkWICnNtTjbQwABBBBAAAEEEOgiQFLahYQZCCCAAAIIIIAAArkWICnNtTjbQwABBBBAAAEEEOgiQFLahYQZCCCAAAIIIIAAArkWICnNtTjbQwABBBBAAAEEEOgiQFLahYQZCCCAAAIIIIAAArkWICnNtTjbQwABBBBAAAEEEOgiQFLahYQZCCCAAAIIIIAAArkWICnNtTjbQwABBBBAAAEEEOgiQFLahYQZCCCAAAIIIIAAArkWICnNtTjbQwABBBBAAAEEEOgiQFLahYQZCCCAAAIIIIAAArkWICnNtTjbQwABBBBAAAEEEOgiQFLahYQZCCCAAAIIIIAAArkWyHdSeoIO+BnFSkVVrg+e7SGAAAIIIIAAAggUhkA+k9J6ETyo+LriRcV2haegIIAAAggggAACCJSZQD6TUktIxyoeU5wXda+NDhkggAACCCCAAAIIlJFAZR6PdbC2vTpm+xs1vq+iMWZeSqNDhw49ZNWqVeGUVmal9wg0NDQMra+v3/CemUykLIBnynRdVsSyC0nKM7BMma7bFfHslqXXMz3PO0Yr/b3XK7JC0Qrk63K5bTeiGKFoVFhpVMxSLFIExQ9Guhl2u+9KRo/VL4QvdLM8sxBAAAEEEECgiATUKPKrMWPGPFxEu8yuFqnAu9rvuph97zwd8xGjCCCAAAIIIIAAAghkR2CZqrUn763UKaxVdKCCggACCCCAAAIIIIBAzgTsIStLRIOw7qEoCCCAAAIIIIAAAgjkRaBaW83nA1d5OWg2igACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIBAGQvcpmOP7STfxu2tTisVVQoKAggggAACCCCAAAJZFZio2u3tTdOiW6mPTh+loSWr9pmnoCCAAAIIIIAAAgggkBWBIarVkk5rEQ2S0nc1Httqap/XKSgIIIAAAggggAACZSaQq9d7viPXDyqOVIyIGg/WcHV03AYbFfsqGhUpl1WrVh2rlS0oCCCAAAIIIFDcAg+PGTPm4eI+BPY+WYFcJKV3aWduV7ykOCm6Y91dpt+kz0YqHosuYwNrPe2pdFeHLXvsz3/+81M+9KEPPdjTisxPXuDll18efMABB9gXBkoGBPDMAGK0CiyxzJxAZmviZzMznjU1NUc0NzcPVW0PZ6ZGail0gWwnpSEBnBpFODcG4y2Nd050BmneyphlbLSnxDNesur69Omz6sILL5zSqS4mUxM4UKvZFwpKZgTwzIyj1YIllpkTyGxN/GxmwFNXPsMNDQ2WlFLKRCDbSWlEjn2ilm0azlfso/iB4rOKxYqPKOoUdjl/g4KCAAIIIIAAAgggUGYC2U5KjbM1xnS9xl+NTk/S0BLVoNVzrMY3Rz9jgAACCCCAAAIIIFBGArlISmM5raU0KNaKapfnqxW7FLHJqyYpCCCAAAIIIIAAAuUikOuktDvXlu5mMg8BBBBAAAEEEECgfATsQSQKAggggAACCCCAAAJ5FSApzSs/G0cAAQQQQAABBBAwAZJSfg4QQAABBBBAAAEE8i5AUpr3U8AOIIAAAggggAACCJCU8jOAAAIIIIAAAgggkHcBktK8nwJ2AAEEEEAAAQQQQICklJ8BBBBAAAEEEEAAgbwLkJTm/RSwAwgggAACCCCAAAIkpfwMIIAAAggggAACCORdgKQ076eAHUAAAQQQQAABBBAgKeVnAAEEEEAAAQQQQCDvAiSleT8F7AACCCCAAAIIIIAASSk/AwgggAACCCCAAAJ5FyApzfspYAcQQAABBBBAAAEESEr5GUAAAQQQQAABBBDIuwBJad5PATuAAAIIIIAAAgggQFLKzwACCCCAAAIIIIBA3gVISvN+CtgBBBBAAAEEEEAAAZJSfgYQQAABBBBAAAEE8i5AUpr3U8AOIIAAAggggAACCJCU8jOAAAIIIIAAAgggkHcBktK8nwJ2AAEEEEAAAQQQQICklJ8BBBBAAAEEEEAAgbwLkJTm/RSwAwgggAACCCCAAAIkpfwMIIAAAggggAACCORdgKQ076eAHUAAAQQQQAABBBAgKeVnAAEEEEAAAQQQQCDvAiSleT8F7AACCCCAAAIIIIAASSk/AwgggAACCCCAAAJ5FyApzfspYAcQQAABBBBAAAEESEr5GUAAAQQQQAABBBDIuwBJad5PATuAAAIIIIAAAgggQFLKzwACCCCAAAIIIIBA3gVISvN+CtgBBBBAAAEEEEAAgcocEUzTdi5S/F1xuuJdhaeYrwhKjUbOV/jBDIYIIIAAAggggAAC5SGQi5bSG0Q5TzFRsVbxjsIS0mGKqYr10bDPKAgggAACCCCAAAJlKJCLllJLPEcoGhXnKc5VWFK6j2K2Ira1VJMUBBBAAAEEEEAAgXITyEVLqSWgjYqTFXcprEQUxylmKexyvYVd4qcggAACCCCAAAIIlKFALlpKA9Y9NbJvdKJaw6cUZyoWKeyzNxX3KxoVQUnp/tJ169bZ/akHBpUwTEugLq21WbmzAJ6dRVKfxjJ1u85rYtlZJL1pPNPza1+7oaFhaAaqoYoiEshFUmoPOP0gJuwhJ2s1/YWiVWHlLUWT4ghFoyIo1sraXYmbrA4bNqxZK73U3YrMS0kAy5TYelwJzx5pev0Blr0m63EFLHukSekDPFNi+/dK9fX1G0hM/+1RDmO5uHx/syAtCbViLaSDFY8rdinOUFgZqKhVPGoTFAQQQAABBBBAAIHyEshFUnqISO9VWOvmNsXtCvsGafMXKmy+tWxOV/AEvhAoCCCAAAIIIIBAuQnk4vL9c0K15LefwlpHg0v2Nt8uz1dF59vDTxQEEEAAAQQQQACBMhTIRVJqrNYa2tKD744e5jMbAQQQQAABBBBAoEwEcnH5vkwoOUwEEEAAAQQQQACBVAVISlOVYz0EEEAAAQQQQACBjAmQlGaMkooQQAABBBBAAAEEUhUgKU1VjvUQQAABBOw2r50AAEAASURBVBBAAAEEMiZAUpoxSipCAAEEEEAAAQQQSFWApDRVOdZDAAEEEEAAAQQQyJgASWnGKKkIAQQQQAABBBBAIFUBktJU5VgPAQQQQAABBBBAIGMCJKUZo6QiBBBAAAEEEEAAgVQFSEpTlWM9BBBAAAEEEEAAgYwJkJRmjJKKEEAAAQQQQAABBFIVIClNVY71EEAAAQQQQAABBDImQFKaMUoqQgABBBAodwE/vE//z4zsM6DcHTh+BFIRIClNRY11EEAAAQQQ6CTgXzlglPO3rFp8SvU9fnjQ/p0+ZhIBBBIIkJQmAOJjBBBAAAEEEgn4Vw08x4VCf9VyB1VVuA843/+LHx5wdKL1+BwBBP4tQFL6bwvGEEAAAQQQ6JWAP32PgX645ufO836sFfs7z//V5p3+XzS+h/NDD/rhgV/rVYUsjEAZC5CUlvHJ59ARQAABBFIX8K8c/BFXvbPB+e401bLFee50L7z5iyNu3HyWktQbNa+v873b/Vk13/Unu4rUt8SaCJSHAElpeZxnjhIBBBBAIIMC/lWDLnShyBOq8kC1jj7j2vx6L9z8c9vEhp2uzQtvukSX8M/W5E7Fxe6gmmX+jCGD7HMKAgh0L0BS2r0LcxFAAAEEEOgiYImlLtffp0T0h/qwn4Y/cm7zx7xrN7/YeWHv6s136vPj1YL6lj470VW3Pa51R3ZejmkEEOgQICnlJwEBBBBAAIEkBPREfb0Syyd1uX6yFm/WJfov6XL9BV7Ybe9pdX3+qHOhI7Tsc1rvw1ruCf+qwcf1tDzzEShnAZLScj77HDsCCCCAQEIB36m986qab+py/GNKLA9Qy+eTukB/mC7R35dwZS3ghTc2um19jtLoEq0/VJf9f6/L/+cnsy7LIFBOAiSl5XS2OVYEEEAAgV4J+DMHDXGzBv1aiej3FH208vfdhuajvGs3vdybirx5b292XvPnlaLOU2LaR2nurbqU/30/7Cp7Uw/LIlDKAiSlpXx2OTYEEEAAgZQF/CsHHun6+U85539OCem7LuJ/wZvd/E1vgduRSqW6zB/xZm+aobrOUOxQcjrF+TXL/fDgwanUxzoIlJoASWmpnVGOBwEEEEAgLYGOy/UDp7kKb6USx1pVpqfsQ4fpwaXfpFVxdGU9pf9TJbqfUmK6XrM+7VzkCf+Kmg9kom7qQKCYBUhKi/nsse8IIIAAAhkVUGf3e7hZNcv0YNI8VaxL694Nbl3z0e33hWZwS3oA6s/OVegBKHUn5bsPqhdTPQA16PgMboKqECg6AZLSojtl7DACCCCAQDYEdLn+k0oQdbnejVO87SJuoi63T/Nuc7uysT0v/O4a9Sr1CSW+v1X9uytB/Z3uM/16NrZFnQgUgwBJaTGcJfYRAQQQQCBrAnrYKKRWystdyPuTEsT9tKFHnVc52ru6eXnWNhqt2Au/pTdBbfqCLudfp8v5FUqKf6A3QP2AB6CyLU/9hShAUlqIZ4V9QgABBBDIiYB/2W57OVfzO7VSXqsN6m+iJYfNx3nhd17LyQ5oIx0PQG2+XC2zp2vS+jz9uh6A+n/tT/7naifYDgIFIEBSWgAngV1AAAEEEMi9gDrD/5TrU/G0WifHautv6j7Sz3qzN1+uJLE193uj5PTq5l+otdQ61n9DcYKr8vUA1MAP5mNf2CYC+RAgKc2HOttEAAEEEMibgD/ZVegS+Wy1ij6gndhbraQPuV2th6ozfJvOa9GT+U+41ko9ANV+b+uB6gHgCSXPekKfgkDpC5CUlv455ggRQAABBKICfrj/Pu6ggX/Q5FXts3wXds9vHutdt21doSB5337nn25L9SeVLP9K+zRYb5JarjdKTSmU/cvFfgyfsWTUjU9sPDYX22IbhSNAUlo454I9QQABBBDIooCebD9RvTw9rQvlx2oza10kNFaXzGd797u2LG42paq9G9ZvdeHNk9Viek37A1Ce09ufBt7qn9f+VqmU6iyWlWqnLzvHc6G/Pv7ajmP+0jxwZLHsN/uZvgBJafqG1IAAAgggUMAC9iS7P2vg9bp3dLliTyV5v3deRE/Xb3yogHdbu+l8Xc63Ft0v637XFk2d7/YZ+Hv/0oFDC3m/U923D05fPLB2xlK7r/bHqqP/h/fo+9ShA7Y1plof6xWfAElp8Z0z9hgBBBBAIEkB//Ld36+n6x9W6+hMrRJRYneZc83jvPCWN5OsIu+LKTG9x7X5x2hH1mr/j3N9dZ/pFQM+nPcdy+AO1M5cMXqHV/GkztOXVe0WvVXr9GuOHbKkKtSWl4fOMnhoVNULgVwlpdO0T42KZYohiqCcoJFnFCsVVcFMhggggAACCKQr4F81cKLr0/qUWkePUuvbP3WP5nHe1Zuuty6Y0q071+t71zSvcq277AEoJW5upKsMPd5xO0Ku9yTz26udsfwi50f+rET0A6r96YqQd/iauRN+nvktUWOhC+QiKb1BCPa6tomKtYp3FLoq4eoVDyrs7RUvKqxvNptPQQABBBBAIGUBXa7vq6frb1Rn+IuVkNql7mVuhz9ar/Z8NOVKC2BF79strzs34Gjtyn06rkF2XEpMLy6AXUtpF+ou/s1gXa7/pe5SuFkV9FPc4lXvduQr149/KaUKWanoBSpzcARTtY0RikbFeYpzFZZ8WkI6VvFYNGx+raJRQUEAAQQQQKDXAv4Vg0boafV7tOIRil0av9Rdvfk7+qOjhrjiL1547TYdyCnuqpr/1V/SWTqq7/qzBo3SW6Eu8sJuZ7Ec4YjpS4+IeJ6dJ8sPNvm+/7U18yYqQaWUs0AuWkotAW1UnKy4S2HFLp0MVqy2iWjZqOG+wQRDBBBAAAEEeiOgV4V+QT2Q/k3rWELaqGfqP+ldvfnGUklIAws7Hus1wEW8L2neNk1+zblBD+jp/D2CZQp36Hu1M5dNVUL6P9rHEZ7zVvmeO4yEtHDPWC73LBctpcHx7KmRIOnsH8yMGW7S+EiFtZwGJaVvtuvWratRBQcGlTBMS6AurbVZubMAnp1FUp/GMnW7zmsWteWHh7i+fzxr4AzdM/oVO7B3t0ceOPO3Oy5f8uKuZk3m429BTjx1f+wzi06q/sqXD+lzS2XIP2Znm/e373+m6sL/+v2Of5hDoZXqUZ8cvOen75vj/N2O0775rZvfXvjWPTNv2PnOG5aLdDlPDQ0NJdnLQKGdl0Lan1wkpRfpgH8QE+9qfLLCWkZji90fszJ2hsb1hbDbEjdZHTZsmP0i4p6UbulSmollSmw9roRnjzS9/gDLXpP1uEJRWvpX1HzAVbhFOqrD9Bdjh67DTdt97pYFPR5l7j7IiecZi1te+upo7y/Or/xN3wp3xJSPVd015aNVX1ZL6vLcHWriLQ2fsfQTahW9W0vup9jgO/+s13945tJ4a9bX128gMY0nVHqf5eLyvd3AbJfurVQr7LL94wprEV2ssFKnsPkbFBQEEEAAAQQSCughn1OUkDZowcMUuh3M+7iSsUJISBPueyYX8MLb1rrm5mOVlFvSV+NCbrF6HpiayW2kXFc4HKqdsewyJaQPqY79dA/sY5WVraPXzJ0YNyFNeXusWNQCuWgpPURCzyrujUrdrqF9g5yksLdoBK2eYzW+WUFBAAEEEECgRwH/W2rgGDTwJv31OLd9Ic/+vlSe54XfsatkZVm877oW3zWf5sJ6AMq5q9XZ/g1+WA9AuU0XeHl6AGrEZYv38lsqfqY/8vb3PeJ73vVrqvtf5cLHtZblSeKgEwrkIil9TnthLbLW3cMuRfDDaA872eV5az2Nna9JCgIIIIAAAl0F2juNr6y4V0/VH6zEq0VLXOyFN93Wdcnym6M/qL4LN1+rB75ecCF/kYzOUsPpB/xLI//pXb/lrVyKDJ++9PhIm/dzbXNv7dabain9atOc8b/P5T6wreITyMXle1Ox1lD75REkpDYvKD3NDz5niAACCCCAgNPl+q+q0/hV7Qmpc/+n9o6PkZB2/cHQA1C/cm2hT6rZ55/69BOub+iv/pW7Hdx1ySzMmXxfhZ6uv9rzvAdUuxJS95Cr6HNo49wJJKRZ4C61KnOVlJaaG8eDAAIIIJAjAf+SvXZTQrpQzRtq/XO7Kdn6mfOqxnjhd+3WMEo3At41G5/SHXLWNdYTijpXUfFY+xuuulk2U7P2u3zpvrUH7PZHnaMrVae6HvXCTa9sG9t03YnrMrUN6iltAZLS0j6/HB0CCCBQ1ALtLXwDWtQ66s5QMrpV3T6dpXfBf9ULv7WlqA8sBzvvhbe+4bzm4+T2C/kN1O0Ov1VfptOzsenaGSs+W9Hq6ZWu/jGqf63n+SesmTd+trv/ZHt2hIJAUgIkpUkxsRACCCCAQK4FdG/kua6iUt0duQ/rEYS/61mZI/Sq0IW53o9i3p4ectqu+0xPV3f7l7Ufh+/N1StYF/lTXFUmjuvw8xr61M1YPlfnxrqg2lPn6nd9QqFDG+dMfDgT9VNHeQmQlJbX+eZoEUAAgYIX8KfvMVCX6+9Sq+htannTw7Dej52320e98BZ7spzSSwF7AEr3mV4vzy9oVWth/qrbveZP/mW77dXLqt6z+Iipy2vfHvzGSvU5aq2vbXoz08ym/g3jV18/LqcPVb1np5goaoFcPH1f1EDsPAIIIIBA7gT8KwePdhU79XS9+4AuO1s3gerSaJNeUW0v/aOkI6BW5t/K9xOuIrJYvh93fSv+oumTdP/pM72tt2760s9FPP8OrTdEsUZx6po5E/7c23pYHoFYAVpKYzUYRwABBBDIm4B/Vc1FLhT5c3tC6tzTauCr1/2jSkgpmRJoT0B3tn1U9Zlzrbwf1X2mn0u2/pFTVlTVzVx6k/oc/bXWGaKudRa37awc3TSXhDRZQ5brWYCktGcbPkEAAQQQyIGAHx48WInRL9Uyam8AtD6tf6gHdI5Uy569aIWSYQHvuq3r3TvNn1K1P1UM0MX9X+n+3UuVYOpKf89lv5mLR+7qH3lMT9X/l5bapcv2F6+ZO/7zr333xHd6XotPEEhegMv3yVuxJAIIIIBAhgX8K2vG6CEZXa73Rigl0jV672u6XP/LDG+G6joJeAvcDueaz9CXgedlb/ebXqe3QY3SW6Hkr4ejOhW1jn5Jyai9pKBG8bJez3TKP+dNsFe8UhDImAAtpRmjpCIEEEAAgWQFrFVOl+u/pff9ParLyJaQrtKsw0hIkxXMzHJqjZ6nh8k+J//NOg+nOb/mIT+8m3V63172+9Z91XXTl/1ICek9mlGjptT7KlzV4f+cN56ENGrEIHMCtJRmzpKaEEAAAQSSENCT9bsrAbpTi05SMqSrwO57arWbka93tCexyyW9iHf15qXqD/YoF6pYogP9mHMVegPU4JNGtP6sxfdD96oX/EM0f7v6Hv2Wunq6taQxOLi8CpCU5pWfjSOAAALlJaDLxR9XEnq3jnq44h0X8c9WUrS4vBQK72i9a7Y+51864Ai9kvTXOj+fuN//5OOhSMS16dVZeuDsRV1W/dKrcyb2+in9wjtS9qiQBUhKC/nssG8IIIBAiQj4YV2ojwyapkvF1+qQKtVC+rha5E7xZr+7pkQOsegPw7t+y1sXzpw5qdkb9NdHIwePtAMaHVr99AttA49+cd451j0XBYGsCpCUZpWXyhFAAAEE1AKnN/2Efqq7SE/suFzvzXNrN12hx2Z2oVM4AiMuWXzICr/C+ogd2ce17ryuz08qJ1esPFTn7EfuW+4c77uupXD2lj0pRQEedCrFs8oxIYAAAgUi4F854BhXVfGUdscS0rdcxI33Zm+aQUJaICcouhvDZy47L1JR8YQmP6Sk9O+7/MpDJ4dWTtJ0s6ZPdTU1D/vh/vsU1l6zN6UmQEtpqZ1RjgcBBBAoAIGOy/U1l+ui/Sxdsq/Qk/WPuF07v+x9u+X1Atg9diEqMDK8ombnNv82z/e/FJ11e9uubd987bsnt+hJ+xf0peLjLhSyB6COcK6PHoAapDdAbXoSQASyIdCbllLrVFc3PLdH3A52s7Gj1IkAAgggUBwCHV0K1TygltGr1cpmfy+udf+76VMkpIV1/tQ6eviulsiTeqreEtJmz/O+rDcznWcJabCn3jVbntdtFx91nrdSXy72dSH/EXW0Pzn4nCECmRRIJimt0waXKSIK61DXwsZXKg5WUBBAAAEEEGgX8MODTtADTE8rGT1eM95QMvMZb3bzld79epCbUiACvjd8+vL/8nz3mHbIHmj6W1vEr2+cM956RehS1Jfp285t+rRau3+sD/srMb1XfczOSvQGqC4VMQOBBAKJLt9bMjo+WscjGqpz4/byIf1r859VbFTsqWhVUBBAAAEEylDAn+wq3EE1YbWmXabDD6l99I/OtX3FC299oww5CvaQ1To6xPNX3KFunjred69Xu/bZGrqkacE4veGp59LRh+ymc9XH7PNa6gad37CbVXOQ7w04ywuv3dbzmnyCQPIC8ZJSa0W1xPODip7eP2w3PdsP6P5xltFHFAQQQACBUhXwL6/e11X2vUuJztFKVtp0Le0qvbv+20pk7KoapUAEai9deqRasNUa6tdql97VZflzmuZM/E1vds8LN39Pien/6Tzfo7pOdm7LATr/J3FrRm8UWbYngXiX7+2Xid0LFCSkloDGRp2m1yqGKIJlNEpBAAEEECgXAV3G/ayr7PN0R0Lqve7aIsd7VzdfQ0JaSD8Bulw/Y+l0F7H7Qp0SUv8Jz6s4rLcJaXBESkx/51ojR2p6teo7XOdfD0DVjAk+Z4hAqgLxktLYOu0y/uud4lVNJ7t+bF2MI4AAAggUuYB/nuvjzxo0V38FlutQ9lATxv9zO9pG68EYe96AUiACIy9dsWftjGXLPefN1S7Z1dEb9nh32NGNcz7bmM4uetduecHt9D+m1taHVM8+rsJbqRbUU9Kpk3URiHf5PtCxxDO4f/SKYGZ0yKWZTiBMIoAAAqUu4F8+uNb1idyt+0ettWyX870r3exN83RpzS/1Yy+m46ubtuSYXZHIL3TRc1/ttx5Wcmfq6frlTRk6CO/6zRv05eQzbp+BC3Tmz9cXk7uUmB7kws2z+FnIEHKZVZNMUhr8kpkqmz+UmQ+HiwACCCAQI+BfNfAk50XuUBKyu2avUR56qi7X/zlmEUbzLRAOh2q31V/ue+ojVl0h6I/4I21+6LTX5417LdO71vEShM0X6DYOe77kO4orXXjgQf6W/md4N6zfmuntUV9pCyRz+d2SUvti9aDiIsUZ0bBxfRmiIIAAAgiUuoA6w+/rz6r5rgt59mCMJaRL9BdgtLoLIiEtoJNfN2353rUt9R19xLb/jfavXVO92/HZSEhjD1tfTBao+y+7qrpRLedfcANa/se/fPf3xy7DOAKJBJJpKbU6BkUrurlThbdo2pJWCgIIIIBAiQqo79H99av+Hh3eGP3G36lkdIYu0d7EJdrCOuHqe3Ss7/k/017tpXhDLaWnr5kzMWdXOL3wpgf8KwZ+TPeXLtHPyWhX2fpXXc7/vB6MsteXUhBIKJBMS6lVYk/d13QT3FNqOhQEEECgRAU63t7j/01Jhj1d/Yo6efqEdQtEQlpAJzz8UKUeZvq23sz0O+2VJaR/8CLe6DVzJuQsIQ00vGs3v+h2eB+zfVDsrZ+bh3Rp/7Tgc4YIxBNINim1V45doFgTjRs1tHkUBBBAAIESFNDl+n5q5fqhnq6+T4mFrpb5v3TbKw7zrmleVYKHW7SHtO/0FfvVtmx9SAdwmUINRd6VTdUNn2mcPz5vLy3w5mxSH6jNn9X+/FDRTz00/MyfNfDb+plKNufQapRyFEj28n3sm53M6dxocE9pOf7UcMwIIFDSAn544IG6L/BeHeShiu26XD9V945agkEpIIHh05ZP8LzIQu3SUMVreo3Waa/OHf9IIeyi+qltda75In2xeV5fam5SsnyZ8wcd5If7nu6F39pSCPvIPhSeQDLfWizxtJuXZyts3GKSwopd1qcggAACCJSIgJKIL+vXfIMO51D9tv+Hi4Q+rsv1JKQFdH5Hhe/rWzt92Q1eyF+i3RqqpG/FrlZ/dKEkpLFU7T87vnei5r2j1na92nT7o354yPDYZRhHIBBINim15a21NCjBTct9gxkMEUAAAQSKV8AP79NfDzT9WAnOLxQDdSR3uW19D/eu2fhU8R5V6e157SVLRmxu6f8/1nqto1NrpJvWNG/8hLU3TrR+SAuyeFdv+qNePquO9t2LaoH/iHNtegBq4McLcmfZqbwKJJOUBg8z2X1E0xTWJdRL0b1eEx0yQAABBBAoUoGbTqwa6fytf1Fn+OfoELbpPtJzvdnNp3nz3t5cpIdUkrtdO3P5F1xF6G+6XHmEDrDR80NHqzP8G9SyXfC94HjXNv9DL4G0B6Ae0JcePYzl/Umt8l8tyRPFQaUskOw9pftqC/aa0XkxW7JL+EHCGjObUQQQQACBYhFQZ/hn6Rf5D3RptVotWS/o1/rJXnjL34tl/8thP+vCD/XzW7bcoC8NF0WP9zfq7umcprnj3i2m4/fCGzfqYSfdDljzHSWmU7Tvi/Sq2lHO23Sp7kElnyimk5mlfU02KV2r7du9pHsq+ijsqT5+gIRAQQABBIpRwA/vOcC5HT9UcnB69JLZQrel+hu8haewzuZ+05Z+QAmpHjrzRmvPdigxvaRp3gR9iSj81tHuJKMPQP2Xuhp73oV8vZ7Un+78mg/50/t+hZb57sTKa168pNSS0FcVm3ogURchbn9FMsnpyVruRwq73P8VxXMKq3++Iig1GjlfUfCXIYIdZogAAggUo4AeNDnE+Tvs6foPKbY0rGu7ZsxtW3UlrLkYD6dk97l2xnI9dObfqgMcqD+Y//Aj/ilN8yf+rRQOWPeZ/si/avBLLhS5X3/1J7n+ux7zw4MnqTW1sRSOj2NITSBeUmo11qZW7XvWmqgp++U3RvFRxbMKe0VdtcJu1J6usEIXER0O/IsAAghkTUAtVPryH/muNqDfwf6zah74khLSZBoXsrZPVPxegX3CS/v3afG+r/Nj9/haU83dlf1DF6wOjyupbw3e1Rsf0n2l9gCU3gDlH6zGX3sA6j/V/dij7xVhqlwE4iWl1mJprZnpliWqwO4/tS5GLKZFp5/XcLYitrVUkxQEEEAAgUwL+OHddTWq9Tb98f9Sx/Uo/zbXvPli77vtL0I5MNPbo77UBIZfuuIgryVyn9YepWjxnf/NNfMm3p5abYW/lrqMWu3PGHKkq267Wz+Xn1Xa8Ufd53yBd/XmOwt/79nDTAvES0otIX1Y0dPTl9ZlyLGKRJfb+2mZHQorQxTW+vq44iTFrGho0N5iSoJqEhQEEEAggwLq6ukw57faFauRimY1N5yv1qh7MrgJqsqAQO3MZWe7SGSBquqveCFS4U7+53UTS/6hM2/uu5v8yW6iO6hGPQm4i53n3aGf2VFP+W1bM8BKFUUkEC8ptcM4OsGxWOKaKCm1hNSWCxLQb2jcupR6SnGmYpFiT8WbivsVjYqgJKo7WO49w3Xr1tn9qXzzf49KyhN1Ka/Jit0J4NmdSmrzsEzgVqXfvU9eOOArvh4m0S/hvttb/ee/88TOb13+xx1NWjX2dySWCSx7+XGvPPvUjeq/98TLZ+uvqV1VdG3bNv16/a+vu3rX68/v1GTsebKPS7J49tffNd/y1AX93/7I+ypnec6fOvyBMxufHXz2AyV5wBxUtwLxklJLCC2ZTLfYvaPbFMsVsa2mD2vaOv618pbCfkm2971mM6Klp+3HTVaHDRtm991Y4kvJjACWmXEMasEzkEh/iGUPhv7MQUP0G/cnulz/+egiN/dr3nzJ5X/815Wrzmti2VkkvemkPOumLT/UD/nWim3J5xbf977+2oLTfpbepot37dG3bvu2Hx7wP84P/WrorrV1o7b9dUTxHg173luBaE8gCVer0xKNimdiwhLDZNZXv3ftCak98NSm0Jf39mR3l4ZnKKzYrQC1ikdtgoIAAgggkLqAf2XNR12V/7doQrrReaEvqDP8Kd6CHhPS1DfGmikL1M1YdqES0sdVgSWkz4T8ivo188aXbUIaQKqf3Ed0Cf+jG/Yb+8eGgce/GMxnWPoC8VpKY4/+1diJmHFLTBMV6zpqvCL26U67hH+I4lnFQoUVewp/bfsY/yCAAAII9FpAv5A9d9XA/1ZzwfW6FGx9Sv/VtXmneNdu7Ol3eK+3wQrpC+w/48FBbW7Hj3W+vmi1qXX01lD//t96NXzc9vRrL40avPCmV1atmvmoa2gYWhpHxFEkI5BMUhq0htpbnewm5N8rfq1ItmsKe7ipp2KX563l1FpNY5PWnpZnPgIIIIBANwL+pQOHur7eQn00QWENBt9xXvOl3rVup8YpBSLw/plLxrT5O+whs/0Vm3znnafWUXvanoJA2Qskk5QGSOdpxB5Omq14MDpzDw3tftB0SvBkfjp1sC4CCCBQtgLq2/ETaiS9S6no+9VWusFF/LPUpc7SsgUpyAP3vbqZKy7WQ2dztHt9FQ2RSOiUf84f93JB7i47hUAeBJJJSq0F83bFLMUYxTzF6wor73YM+BcBBBBAINcCflgX6iODZuj679XadqUS0sfcrspTvW+/889c7wvb61lg30t/PbRPZMWdSkjt2Qq9tt67abfqrdOfD59MK3bPbHxShgLJJKXGYq2k1ykaFXYv6BcUCxXB0/MapSCAAAII5EpATyi/T8+a/lRvwfmMtqnGA2uB23yl921+L+fqHCSzHXWGf5Rr8+/2Pf/9Wv4dJaRnN84dvziZdct2Gd3T8B+L/mPy3Ma5E453x9uDYJQyEUgmKd1HFnapYb3C7im1oXVoe6bCLuXbvUsUBBBAAIEcCeid4ccpD/2FfvsO0ybf1PCrulxv9/tTCkUgHA7VbTt8hh+JXK0WbPtb++cK55/6ytwJawplFwtxP/5j4X98Wr2XWyPY4f+39f/cvhX74lWIJypL+5QoKT1B27X7Ry35vEkxVRFbbD4FAQQQQCAHAnrrTYX7cM0VLhS5UolohdoEHnZe22ne7G1rc7B5NpGkwMCDTxw6pKX++7pO396K7flubmP/3a5w4eO4utiD4SF3HvKxiBexZFRfuNrL62OHjv3b/q/tvy46zaAMBBIlpcEDTTfKwjq+t/JBxV8UmxS0kgqBggACCGRbwL+s/zDXt8JaR+2PtvX5fLX7381X6004Nk4pEIHa6cuOc36bdYZvbyp8y/O8r+py/e8KZPcKbjcOWnjQqJALXRtxkZO0c55ig37G5w7cbeDNX977yzMaXqNLqII7aVncoXhJafCZnup0mxXWwb0Ve0vFaMWriiEKHnYSAgUBBBDIloDeA/5pPcz0M/2xfp/+bKvlyPuKN3vTn7K1PepNQWDyfRV1B1Rf6fvuCudVqBXbPRzx207759yTaMXuhvPDP/5wbWVF5Wzf+V/Rx+ZltwV+r2pH1fwnz3/SGr2cW9X+L/+UkUCQeHZ3yPZDYqW6Y9Desb19i7HSt2PQ/k2QpDSKwQABBBDIpICerq90/kC9E92fqXpDSkgfdDvbTveu22r39lMKROD90xfvE/IqfqGE9FjtUlvbpjdufm1DzcXu/pNpxe50jg756SHvi7RFLtPP8gVKSKv08U4Nb9EXrm8/f9bzb3RanMkyE4iXlAb9h94vk1GK4NuetZja5Xsrr3QM+BcBBBBAIJMCfnj3/ZzferfqtKtVrXrt4pW6a2qOdx0vGsmkc7p11c1cfqK6evqp6rHL9euUXJ322q1fs24TSUhjcEf+fGRNVWvV1Egk8i0lpJZHWHeTPw+FQlc9+9Vn7corBYH2JwLjMYzVh3ZfadAv6UaND46uMFtDbtqOYjBAAAEEMiXgX1UzXgnpQtWnF5T4r+nP95e9a5r/J1P1U08GBMIPVdZt23qtEtJpqi2kXowe6NNWefrLN3zmTU0fmIEtlEQVdXfW9dvN2+1Cr9W7TAdkL9yxstTzvcufO+u55zom+ReBDoF4LaW2xB8UIxSLFdY/qSWklphOVthnFAQQQACBDAn45+l99cMGXae+R6eqxU1dWrrlqvpM75rNb2doE1STAYH9Zywd3tayVX2Puo+rulbP969o6t8w14XD1vpHkcDk+yZXvLD1hTP0MzxLk8OjKI/oUv1lz5/5/GMgIdCdQKKk1NZpVHzERrop9qDTJMWibj5jFgIIIIBAkgJ+eHCd8yO6XO9/TKvsUmJ6mQtvvlE38tPLiUCOvO/I6nc2v1P54jkv2oO3eSt1M5af1Ob8O7QDu/u+909X4Z3adP04kqzgjOjL1KhFo/7zhW0vXKOE9MPR2U9HW0ZXBIsxRKA7gWSS0u7WC+bZPTQHBxMMEUAAAQR6L+BfNfDzusXuJ1pziP6QN2l4ihfe/ETvayrNNUb9ZNRHNm/bfFffir7+qJ+N+tzzpz+/OtdHOip8X9+tLbvNU0vff2nbnpqxl7ZW7Djr9ev/c0Ou96VQt3fIwkOOjyyKXK/9GxPdx9Xyuur5xufvdWHuhS7U81ZI+5VuUrqzkA6GfUEAAQSKScCf4qrc7jXzlIhOab9c77zfuu3ubG/OJno1sRPZ0ep2sRJAS3SqlODoXQHeX/XWn1P+fubfH8jVuX7/tBUHbGmJ3KMdqtc2d6rv0ZmNc8Z9T7kprdgCGXXnqDEyuU59jZ5g50Tna63utb2mamfVT9S90y6bR0EgGYF0k9JktsEyCCCAAAKdBPwrBh3gKv17lWcdro926C/5dBfetIDL9R1QH/7Zh4dVLKpYqKlPK5SNup+prc36af2MplcoMZ2pxNRefZ3VMnzG8pM9F7lNGxmkeEVvHTrln3Mm0YOmMA6+8+AP+Z5/rUb/U6EfXfeuLtPP67uz7/eVjG7TNAWBXgmQlPaKi4URQACB9AXUGf7J6nv0dqVaNfpT/rJr877k/X/27gQwrrLe+/g5M1m6U5YCpULD1lKStFSKeJWLcF+43suqV1suIHRBNgFBgbIKYRNoi4qyI6VBlkt7vaKAvoq+gBdEbbG0SVpaCqQsLdCFLumSZea8v//knDKdJJPJzGQmyXwf/fcsc9bPDDP/POc8z7ll4+uZb7lvbEE1byerRtRuZ7BbxNao1u0cNY551lJTJaM3yuwGzZ+p8cMGDxh87muTXtuW7TMvq3qxX3Tr1h+7jneBv+3/Djul3155x/Ebs72v3ra9itkV+6rX3BtVcz1Zx255xFYlpz8NFYVm1JxZQy1/b3tDe9DxZpqUluhchvSg8+FQEEAAgR4roM7w++nheD9RQnq+f5BznW3h89w7Py34RMc8rDHT5i2bZynpvFCTVvP2h0g4MmXpWUtX2+ua49U6tVUV1RWLlKBWa86Zutf0ECVJX6+dVvt+bJks/LP/9N+Njm7b8rRuHLVGvtt1IN+vv/Ok+7Ow6V69iVFPjtqjuLH4Gr0P39GJ6LOsBnmOc7/eo1t2vEe9+gw5+HwLpJqUTtKBvqJYlXDA9kVhlzUoCCCAAAJJBLzrB4/Wy7pc78YSHTWV+Z5btfGBJKsU1EtBYyYlPIfqxBtVC3dN3eS6n1gimghRO7n2V3pm+nI9M/0ZvXa4au3mj3107MTFUxdn3JfrftOfPyvqRu7TdgcplrtR97T6mSe+kXgMhTQ9+pHRg9XI7Htek7oqc2MVUVHdN/pUNBy9IR+NzgrJvtDONZTCCdtfq08rnmpnWeuaY0E785mFAAIIIOALeFVDvqWugxbEElLXWeZEQ18kIQ1w1IXQnPLvuWHXnhRoCekSL+Idqcv1P24vIfXXcpZMWVLntXhHatoaPO2lez3/WFldeX7weleHe13x+4H7XfXco64bezqTJaSPb+2/9fBCTkgP+ulBpbpF4rvF4WJrRX+TTOx2k9/qdorDa6bUnEFC2tVPGct3JpBKTan9lfpnxdGK5xRBEmr/0V6paPNXrOZREEAAgYIX8Kr2GeA4W+7R5fqpPsbjakR+oXvLmoaCxxFAm8ZMnnPf4IGDr0j1HtG6b9etVyftJ6hPzDu1ucuVLD1Q8WjFeG+g9926SXVNqRrve+1zFaFI81w7JMVWJV6XrLzjJOuLtCCLdXy/ZNuSb+nXvUoAZT7CqyEvdM3iKZnXRvvbY4BAG4FUklJbyZ7mZOVEP2IT+me6gqQ00GCIAAII+ALeDwZ/2fEafq7JQxRKdLxL1PdowSY6iR+MdhszTVVjpi6WeZPm2TPmr9B9pm/o1+ghJZTnu1vd8oqHK75Ze27tx51tbr+rnj3XjTh3a7n+ijovFJr03u0nLOlsvT75uhqSVc6pPPXNrW/eqsvz5f451ijZv64ujfemTxpxUt0qkGpSai0gwwq7lB+fhEa79ejYOAIIINDLBLzpewx2BjTdrm/KC3XoukXKrXWikf90b2mo62Wn0i2H22ljpjT3qvtMH694rOJNdRv1P9rEUXpg63xN/0ft2bXB1b2dtnxQ1W+HNG+N2j29p/svPNLc3/vuqqoTtu60YIFMqIb5GDUdu12t6O2JYlbe0S/+jbXv1j6p+lJ+61tN+LebBVJNSot1HH9VWI3pxYovK36kaPc/ds2nIIAAAgUn4N0w5EQn1HS/EtJ9dfJN+lG/01m38Tb3Z+qHlOJ0pTFTOlyWgKqG9AglpP+t9Y9SKvVn1aCeZwlr/PZGXvns51usM3zXOVjz1TbCvWDlnSc+Gb9MoYyPnT3287of94ey+Kp/zh/p/tFbnQHOw125BaJQvDjP7hVINSm1VvdD/UOxe6GGKKzzYKs95S8oIVAQQKBwBbyqQXuqUlRdPanWza4luc7fnEjkXPeWLTWFqxJ35rosrOeh73gyk16xxkxn1J1Tt8iZErdcFkbtkn353PL/425xf6r34Xy9H7+w/kzHDBhzlV3qHzn92YvV88EsvU2luvC3MBJ1Tvtg5klvZWHXvWoT46rHjYp4kVv0FKaJOnC7Cmrdks0MhUI/WXz24i296mQ42D4jkEpSai30LSG1WtLPK/Tl63xNYf2T7a1I7CZKsygIIIBAYQiodvQsJT525WgP/bTbj/n1Tt2mn7nzHLvXseBLpo2Z0gH0a/guUGv8hbof8qfaxuVLNr3/+ZFXP7NVPSBY2wgV7163/6ArPqg6dnvrdGH8q2R0RIvXcoMS0mk6Y8sBtulze4/X7N1hDccKQ4Gz7KkCqSSlwbF/QyP7KCwJ/Xd/Jk9u8CEYIIBAYQl4VUPLdKHoASWkrZc9Xef3qi29wK3aUF9YEh2fbbYaM3W8h+Sv1EyueVD9ly5p3r7fM9s/PO1Yx7OfvOhmxw1PVev6XyZfu2+9Wv7z8t3cYvdqJaMXqxGTNepq0WX6h4rcopsXTV70Yd86W86mtwqkkpTa5fm7FDcmnOQGTWf90W4J+2ASAQQQ6FEC3kTdtjRmyMWOF71VBzZItUzrNPy+W7XpsR51oHk8mO5qzNT1U/LcjW8+f6Qu1Q+x69Ph/u87/Uf8V8gtWVcwt52NfWzswGg0eplO/0r9AbWLhnaDydywG/6BktHlGqcg0GMEUklK7WCvUPxKMdkmVBYp7o2N8Q8CCCBQIAK6d7RCtaE/18+6ddpu5b9U83apW9XwSesk/3Z3Y6ZUhfe5/Nk9iouen6PlT1RC6rlu5O7++z20pxtqtvt+f6nW5jfXTqm9SX9UWJLW54ruqy1RR2TnKiG9Xidnt9pZOvp79TV67eJpi/8Rm+YfBHqYQKpJqd1X+nWF3RBtZZDC+t+jRalpUBBAoE8LeJeoUczuQ67Tj/pVOtESJTLv6xf+O+p31B4oQjGBHDZm6gx8/6uePzrqeE9ouc8p1nlRd8rKmafG3is1erKE7A69hzeqZf645keaz152zjK1wO8jpcoJVexfcYYS0pt0Rgf4Z/VXvT/X1E6tfamPnCWn0UcFUk1KF+r8x8YZWL9uFnZFhIIAAgj0WYFYJ/hh92H9qI/RSUb1rXevs7XkGnfG2r6TyGT47uWjMVO7h1xVFRq57YhrlZDeqNft9+2VFi90+oczT/ggWF61o7OUmC7WtGq5na/pme6vlf+i/Gt94ZGZsXt4Xfc2fVYr7Xx172idxq/XI0F/rYk+WSNs50npOwJWA9pZsWUsIX1KYUmoxWkKK2Wxf/kHAQQQ6GMC1gm+nll/jxNy/xxLSF1nqRP1jta9oxeTkH72ZlsiFI6E7Zauf1WsUWv3U1Ujd1Gqjwr9bEuZjZVd+fzeI7dNUGMz7xZtyX63friy/8BjP5zxWUIa7EGJ6R+8sPcFS9rU2Kfcjbh/V6Jqx98rixpz/bOO/xXXdX+jE6jUOdWrE/wphww4ZFzN1JpnSEh75dtakAedSk1pcEO49U8alDf8kfeCGQwRQACBviLQfif4m+gEP+4N7jmNmRxnv6ufO07J8C90eHbv5Mee55713owTX4g73DajVjM6+pHR/1QcLn5ML35N8VsldldbTWqbhXvoDP1BcJgbcm+LetET/EO0e5tva9zU+OCK765orHPqeuiRc1gItC+QSlJqa65UnKsYrVjmj2vgPK6w5+Mep1ijoCCAAALdLnD4g4cXv/7d191s39VOJ/ipvXU9pTGTU/Vi0chtDTeqJvtaHbnVjv7JjbrfWjnzxI9SOZPYvaSe8x9KRm9UbeINWmemxg8bPGDwubmu6U3leINldLvBQaFI6GbViJ6mc7fz3qRa37uaIk0/7lP3xwYnzLBgBFJNSjf6IkdraBEUu6/UykAFSWmMgn8QQKA7BewZ3Y1u4/3l95UPccNutZ5I88SSKUsyrhKKdYLvOD/Wj/zuSlC26BzoBD/xjexBjZlGTP/t58Lbtqgxk2u/SRG9bzesHLDgNqeqKpp42Emnda9lrVNbpUZPi7SNai175uatmw+pmF3x9dpptWrQ1nNK7N7dSPgHOttvKyEt1pFtVw3xfc2lzbcvP2P52p5zpBwJAukJpJqUjutg87b+eEV9B6/nZfaCkQv+qXxO+dnDRg578qVjX2rJy0GwUwQQyKrA+Nnjh7W4LTN1r9zZ2rCrhNS2f03ICV2j2i27pegJ9b34VFc7At+pE3xrCkIn+ObapvSYxkw6spHXPHuCE41aArmH4kM3Gj2zfuYpL7c56C7MqJ1c+6tD5xy6XJ+nZ7Ta4ap/nK97NScunrr4f7uwmW5ZtPKJyl2jLdHpuvf1u9rBAEWLPqezlZxW1U2r61GJc7cAsNGCEbBq/0zKAVrZLut3ViZpgU8VdjN8rFWgv4Jd9rd59mVS6s/LaPC/G/53v7WD1x6oSxnVa1euXWLJ6TEvHpNq8p3RvlkZAQS6QaC1du7bzaHmpUpIJ2sP213PvaFhccNU1Ww9qOn1isMUM/W0mvf0aMk/qTZ1mi7x76J5HRbrBF8NmS5TJ/g12s5X9SO/TjFZDZn+jacy7czWUxozHX7eguKRVz0304m61r2TElLvd8Wh0PhME9LgbK3G3WvxrA/aPyj2irrRP+rzdH7weq6H+gwPqHy08mo9AvRtfeav1v7tSUy/1HilkuhzelpNbq592F/fE8g0WWsSyaZOWE7W608rjlDYf+zWFcduigMVdiP6UYrYD42GliRn1G3FF3f54gev/OOVvyzfa/kwbetgPzm9XsnprdScSoSCQC8S0NNoKqLV0ft1yPY9Yd8Ov1fieJFaFL+tqVGKOeok/LuhLaETNP9MXdI8SZcz/0Xj/9JY2nhv5ZzK57TOE9GB0d/6z0O3rTh0gh9j6PSfntSYqezq35Wt9VY/parsL+rAm/VeX//enSfN1HRGvxmJCPb894lzJ56wdOvSO/Xa5fo8PaA/csZ7A73vxn+GEtfL5rTdM91Y0nhOk9v0A53nPv62/6hjubZuat38bO6rD2/LKrqCSjDLU6xGeVsfPt8+cWqZJqWpIPxGC52iWODHlf70TzQ8XvGqH1bjOlJRr0i7FLvF0QPWHPDO+i+s/8qalWvOUFJ6vTZGcpq2KCsikHsBqyHaXrL9Bj2N5vvae7FitRLN76lltP2Bu1PxEwW75PqM1Y7qx/wbapF8pn7Aj9EP+je13jfdre56JRbz9mnx5v7+w/ePUaJ6lZanE/ydJHee6DGNmXRYI69+9uueF3lECeiuej9XKg89/b3bT35t5yPO3tS8SfMi2toVus/0DX1WHtI+z9dnqLzi4Ypv1p5b+3H29pSwJXV8X15Wflqj03izXjlIn19bYL7dorJ4yuI/JSzNZMcClmfMaOfllZpnV3i7dt9xOxtiVvcI5CIp7adDb/QPf1cNLfG0L5OhihWKoGzQyAhFfTAjk6F/L+ljunT/JMlpJpK9Y13vxiG69OraX8HrdTl2XWzohNY7bjCu+VFdnvU8XepVhD0ts3W9W+Vs7x1nWDhHqftDT9zubL9Hf1CW6ayjGt5b0lhy3evnv75R00mLv8xsLTR7XPW4Ebqcb40xz1QcNr6x8fyqtevPt995T41bPgmHn9prc/h8+hxNIO1BjZkOuuS3pc0Do7P0nl2ko3T1/2eUqE1TQmq3g3V70SXyxyseq3hT3x3/o50dpT+P5mv6P2rPrrVKlqwWXaY/Qben3KaNHuZv+E2d6/V1k+v+R2cey06zusO+uzHLaywhtSuy9jk5TvFzxf6KZxWPK85QUHqgQC6SUktI9WXi3OjHxRq+pUgs9oNzkOLVuBfS+g9x9erVQ7QNu7TnKDm1wV9Ldi85dd9L9j253+f6fcctcmM1p2veXnPzgVUH3vf+z95/tmldk/1lTGkrUNZ2Vs+a8/k9HfvDZzclnHZg+sPGPm5WNK3sY0exUdefji06xInc4G2Les6GlqizsTnibGiOerFho8a3tXgbtzU7GzZu9zas2+pt/GBzdMOydZENf3i7ZeOK9U7zju12baSsa4sXztLDThi297CThl2rM/6qElEn2hyt2/T3TTd+8PAHNZq3lx/xIGXxE4njavBks35z3MjiP/3sjIE3jy6NnqgLve47xcVO1R67uQv7lZ6ue/UOO/iOXZ/d8OKG59b8fk331YAlHlzPmy6zQ9r1+F2HDX9w+B1uP9dul/BaNrQ8+f7d79+55d0t9sdb7DvVlstF2eUrU0Y2lWz/seuVlOtQmprWfjBz9SOX/UJ1HHZrlkVOihLQTbsdvdt/Dj9z+E/dUvdwL+L9r343fvB21dt2FbCjUtbRC4nz971o388PHjv4+0pIj7DXtP3VjR80/uy9me8909Sg36UpzsGJ6xTK9IIFC3ZP41ytJtQquYI/XP6o8ZEK+9Y/S6GKCZJSGfTIkmlSaveUvtvJmfXX61sVzyvia03tQxNfrFHCy/EzNB6XUez0Siyl2GlO3MTw4cM3aXJ53CxHSaejL5Glqjn9UVBzaslp/7L+d466a5R1r8E9p/FgO4/vZLnzS/mf+od1F+0OGqj2L7s5kah156O/kL3ddIeyfaHZX8tKWOPGXW/H/JDj9g+5Tv+ikDO8X+y/ho4+cgnn6TqbNce+3FQzqxrYYNway1hNrE3HamY1DPvzVjV86j6kVxI+m7E5BfyP7t8LL9my5BI9jcYuWQ5WbNal9xvKdyn/2byHY5dRk+kk/Wy2doLv3K/a8331PjXps3HnhXvt/dKqItcaX050i90xpXuXjtnr9L2u2PuMvV/yot4TpU2lv0ylVjbZQfXG19SYabTeg0d07Jbw2ZOZznnzsjefzce5lF39/Ona/wPat1UwrPBc9z9XP3Lh6/k4Ftvn+j+vXz784uFfUkdhP5XR+frdsP5M9x4zYMxV/qX+9g4t6WdTNaOVfs3oyf7Ka7Xt2xtCDffV31jPFRyhTJgwYV0aiek7WnWo4ssKq9H+rsKKfbnrj5pYLmLTlB4okOIvsLOPjv0vijGKVQp7w63G815FZ6VeC9Qq7D+8sB9NGtqX3b6KcYoyhSW39gVkP/adFUtK2z32+fPnVz399NMHzpo1y/4i6rBYi/wgOdVCwV+ib5GctiGz2pGkX65t1uhFM7yqYYPUu4qSWSWqrhJZS2B3Smb9BNaNS2pbk9ziLp+mLsFFo05DKOSs1brtJLN+Iht7zW4x8JPdus2fuvPU+UsfLEqEjtAPsSUfn/dP75ehotBli7+1+IMUTrfDz+ZOneDbhlznb04kcq57y5aaYLtqIFUS30BK8+2PZivbVVPbbgOp1pf71r/WmOnTVZ/+vGhokd3qYN+rf4iEI1OWnrV0da7P9HPfm9s/XDLgbu33XNu3nsz0dMkA97wVVSdsyvWxdLQ/a42vhPmner1E8Qe11j/dGkclLN/hZ1ON9/bXvdL2B9gZipBis353ftxY1HjXim+t6DHnmXA+eZm033NLSi+88MJLungAlVp+cdw6uoIWu7plVRjxlWNxizDaEwTaTezaObCgZnK6XrN7NayW0xLTVJJIq0K3ZeOLJbT3K+J/aI/XtFWzp1IyTkqDnZCcBhIdDjv8cu1wjT7+gj58rlO122Dd7ugns35tbOizGtgdNbPxyazn7CqadK5ORLVHu73Ffvg6SWb1epDMOps2uFU984Z+a5DUVNp0m36ML9Q5hTSsVyJ4sRoy2RWVVEu7n01182T9mP4o9h6k2Al+YgMprW/JghXznqeGJk+oockreh+C78LWV3vRv7Fz7N94sPq6HOWFvIN1Jgfr8M3wUIWuNDiNeh+u0T2MP8nHeY6c/pxVeszVvis03KY7by57746THtJ4jyv2rHl1FzVPB2a3lazQAxy+lvAAhzafTTWS2ssr9q7X5/w8rVOiaNR78EAoHPrh4rMXW7JESRDIICkNtmTfty3BBMOeL5BKUmpfzpY82l8a9gVxosJqPG3e/op6RSbFLu/b/Xld+eBkLSkNDpzkNJBoM2zz5dpmCWakJGDJ7Kmjiw//9ekD1rfWzAbJbFwtbHCbQdtkNkiSUtqXv5Als/ZH4c7JbOwWA3+e3WLQmngpmXU17q53qjZs1BdDtyVfatFsj0b8sfY7XNGsWqcf9Wvqd7MumdttPl0pO302d+oE37aSZif4iQ2kdhyQtfr2nCez9QSpHdvN4ogSzwGN/Rqt1fYo9WVpSWeQeNpwz452pdq+t+Q1se6cutiNuB0t113zdbl+ij4H92j7lhy/GYpETnt31qnxNV3dteu0t6snPu2rP11+pQ0crtgsv8nWAb+/wR2fzdgfA6WNV2r+ZQo7v4jem8dbIi03Lv320pX+8gzaEchCUtrOVpnVkwVSSUptGes+4S7F5QqryahSzFfsr6hX5LpkPSkNToDkNJDYMdzx5bpjDiOZCHTZ01M3MbooYVcbVDOrBDZ2z2zcbQZBImuv75zM7qJ10klm7Wkxn2rdJMmsJbCxWkQ/mVVPB1XrN+vLosNkVvfgHahX79W2v6p1rbwSCoUuVC2R3d6TTolZWif4TvmQS7SBW7X9gdq+Hdv31Qn+Y+lsNH4dPeGnXLWkZ2qbZ2jbI+Nee0PjaT1BKm4baY36tx0coOT4YN36MErHdbC6wDpYSZ15WOVBR9/rW/TKCiVEb2nZ5aqxe0u1fW+VREuWL5y20Grxc36bzrCquYMGbO9/nxoknmUYqh2tbmwpvujjWV/dYtM9vcT6cd26+WEd55kK/S3g3Kza/pvkfLBee3/zls0Xa/wqvbZ77HXH+bXet+sTalX1EqU9AZLS9lT69ryOvrwSz/pJzbD7jaycovhNbKzjLz//5W4bdFtSGhwxyWkgEbu8l/Mfqx1773sjXU5K0yVoTdYGW7LhJ7PubrHx4J7ZjpJZuy1HrdS7vF83dsVj50RWiWuz62x4YcDACrV2/8r6cKh4ixvaNCzSfPd1Gzc+0q+leJ1btaahy/tqXWGU94OBpU44/LCO90h/G/+lbsAudasasns5VB5j54w9SgmFJagTtS+ztBJVYpj1BlLW+OvNhjdHRouiB4e80MFBzaeGVuMhF8J1AABAAElEQVRZprCrVe0V6+3kHUs4texbGi63xDMcDr+1+MzFH+rYO/qjIWefy+Cg97/q2XGq7XhaPyOjNW+Leka4qH7GSdXB671pqD+4rtDx3qGw9+W5po+aakv2LvmWxj+nsPKi3sdr9cjSv7ZO8m8qAiSlqSj1rWW68sNTplNvUqxS2KWInyrsCzAfpduT0uCkSE5JSoPPQpaGOf/x7+pxe+epN8Z9BimZVRIb1MwGiazN6yiZ9WIt57u6O/vT1r5H/GTWr4G16Ta3GejWAk/zw6F1zvbIlne3RW7df2jo21o3p53gZ62BlCW6T4wdEYlEPks8HdV4tiaeB+i8SjvAtFun6mOJp/tZ4hlqCb11yKBDViZpDd7B5mKzc/q5LLv62QvUiOnH2nM/ddO22HWjp9XffvKbyQ6wp7+mxPRfdYz/pbA/BIPyuu7fva7u7LrfBzMYpi5AUpq6VV9ZMtWk1G4WfkZh95NaI6VxilmKfNWg5Swp1TnGSgEnpzn9sQq8+/Cwz3rqNoMS3TKnGkR3t7qifgc+M2TQZY0h59hdIlF370hk3VFbtr82sqXJurrxbzPwa27tknv6xe6bvd/ZWnJNPjrBT6WBVLQlulwNXA7yazxjl9zVFZA1NDpIp93Rudt33IeqhV2ubqrsfs/YJXfdSvCWHpn6Tjc87jInn8sDrnphl6jT+JBOzrrkUocXzkMtzVsv++DHk7bZdG8v5b8oPygUCT0TaYkMVC8SV+ke03l67+y9pKQhQFKaBlovX8WSzVTKCi000l/QLrXZ5ZZlCrtfrSD+g+MJUXqnc1jsXq1N2zcNU23QnroHbpgum8aG+oLfU/fDDdOP9Z765A2z6djQcexz+XfVMv1N6/y9yCv6+xtT39iQw0Mu+F25VbqS4m35uPyx8pP0ntmlTLuPbpvekx86A5wZHSVSSmb7Oc4A1cq6Wl6JqqvYUTOrBNYLab56OoglszYeu3S+W2OLt6rU9Sa7t2x+VfPyUpI9QUqfzfP1uT3fHpKqz6Tul2z9qpRH/Lem3WbwlsL+wH9Ly8QuuZduL12RRsOvvBikutN9pz8/IeI0Wk3igYpNruudV3/nybp833dK3Vl1K9Tl05Errlqxn/rGXupM6TvnxpkgkAuBVJJSSzwtIT1CUa6wFpz/prCWsnZ/U75qS7Xr3BeS0/TM7ZJn0baiYc1O856qMYolk5ZcWlJpSae2ap+rHcPNWzcPth9yK/YjHozb73lsvPX3Pf7HfYAWPUmvnWTrtLgtni6n2R9Of9cP/d+0z7/pUZWL9UPfbK9Tsi+gH+OKaHX0fm35qNjWPef3erMuqptS93ayvSmZVe3p1lVaxiLlomvbo3Xd397jHlH0BKkPdSB2BWlWQgMpa3DWmniqxtON6n7PsLe8dFvpW35S2yOOv/sOwnP3u+q57yotn6F9qDbdeT3iRv7zgztOtcqOPlfUcG+LTspusaAggEAXBVJJSoNNWkMCSxrsPzhLTq2sbh0U3r+FnpzGbmeoX7OHLifGai31jPHYUElha62mhvpU7KmEMlbbqT9hdomoKkzLt35YEpPLth8h5RvOGsUnSkTXaLVPdBlzjVprx4Y2rQYca4qcok8i/SJrwtvDw3Rv3pEhN/QFJaFHap3xWvcQCyW9Z1ti21jauE3dES3U9N+iXvTvavzxN/2AvKtlKBkIWDdE20u236AOwb+vzaheUN8LrvM9tULu1lowfUCCP00yOPruWdVvXX2tjvA6WfTY4+yes/9sq5/73v/dLVTy/Gx9L5yquXowk/fToi3h6St/dpL9901BAAEEdhJIJSm17qAeVtyz05qtE5vbmVdQs/pMcqpuh8bvN373Jqfps+TSje7ZvKb5kJJhJWFLNpXY7ajNXLty7a66hG6dnsf+p/HY+25TWnbHZyBu3Goo1+qlWJKpxPET1RjtnGxGvDW69+6Tflv7rUmjBsku31uCaZcHHSVKxeqcfawS1yOVhNofVF9QjNbhfUnH+CU7XiVRjmpT7fIpl/2FkE6R34nbne336H0u0/pRDe9VjfR1abx/Wr0PlgJOSEde9dyXdM3iKb2r+yk+dT1vmi7XW9sECgIIINCuQCpJqa14nuKPirNtQmWB4qbYGP/EBHpccqrcsPyR8l3DbniYahX31L1tsZpLJQ3DlKjtuD9TBx+br+HuurRuyWfsfILkUgnpjunYyGf/2OUpS+gs1ijZ+0SJ5hpdJv9E68ZqOFUrukY93H6iWtQ16pT7U206ZzVG/mX613VsFvcpnMMePWyoLut/Qcf3BZ1nkKhaos1lfwPqQhn7+NjPqQHPT7TKN/zPzD90O8YFtVNr53dhMyzaFwWqqkL7bZ9wpf5rv1WnV6Tha6GIe/q7d520si+eLueEAALZE+gsKf1y3K7sfqnb/Wm79KK/gp1X/WkGvkB3JqfW0nf7gO3D3GY1/gkruYwquQzpMnlUl8lDukzuqfGPqyTT0/2Z1c4e+jkoVjK603sTJJt+7hn/mi1onY7HkkwlGrHksmlNU6R4WPGbQbKpxOOTEqdkzcL3Fq5zqhI2Hr+1xPFvJ87I/bTf8OkP2rNFrNhzqLnsH2h0PrT+M5dsWXKJEtKbtfRgxWZ9Jm44dOChP0uzK6LOd8oSvUbgoGt+O6x5a/Qxfb9YuwP1he/O2H3DXte//tAEu1JCQQABBJIKJEtK7ea/V5Ku3dpR8M5ZTycrFMrLqSSn/Rr7/bq5f/NuLU5La+MfJZeWZMYnm7Ek028E1Ki7IvXc6lifB0oE1EhZ41b3qIES0lbaz+oibcxan7fel6lk02owVXsZG1pyqVrUNTZU4rpmWNmwtf4xt27ns39HaXT5Z5N9a8y/p/RdnRWX/Tt5a8sfLT9i6dalD+hz93l/0V+q25vLFn9r8Qd1Tl0na/NyXxdQ36PHNEejT+j7aB+dq753QpPr7zzhd/V9/cQ5PwQQyJpAsqTUks39Fa3Xb3feZZM/n4R0Z5c2U8mSUzW80V14lmP6jX8sx0xINhM2aPfwBklmbGiXzJWYfqJEITa0xj/FTvEnLf1b1nTUBU/CNpmME+CyfxyGP2o19Lo/9zb9UXOhZtl9xPWqAbtYDZmeb7s0cwpOYOLc8H77D7xe310/0LmH9dfyy5Fw9MwPbjvBrq5REEAAgZQFkiWltpE9FNadS3+F9Q8YFPXGQumKQAfJ6QjVKsSSSRtarWWQXMbuz7RaTSWdSgI+GdJvyJrXJr22rSv7ZNnsCGT5sn92DipHW1FvBac1eo325J3himZ9Rmf2a+p3s5L3rTk6BHbTgwVGXvt/hzuRlif05/SxOkx7kMEtK9/ecpMzbxJdIvXg941DQ6CnCiRLSq36br7iJsUUxUhFYrHn/FJbmqiSZDpITlW7+Qt9gX92sT3JOrzU8wTSvuz/aEWz3vfNFrrlokF/cFjtt/UcYPMa9IloUC3kZhvqtorNqkTfMW3z1WNBg+4nbmgKNW2ONkUblr2/bIvTlXt7U6RUq/oDdQz3Kr7qr/KKuuO6UOddm+ImWKyPC+x/9bP/Go00/0I3D1ljwY/0B8u33rvz5D/18dPm9BBAoBsFkiWllmweoVipmKOwWtPEQkKaKJLqNAlpqlK9YrmUL/vbE6jsiUSes5sS0p3PzZ+MzdetHEpCW+8Z9pey+WrQFpsXjoQd9bPqVJRVePqvc4sWiSW3Wqc10bUEN9qa6MaSXCW+sSQ3SHxdJb5Rp0G3jmzWBdeG5qbmzeqOq8Fr8ZqKwkWXanvXavd2hWSdauuv1rO7H9F0wgH7B8agsASqXizab/vWm6Oed5VOPKRP6QtuOHLWuz889ePCguBsEUAg2wLJktJgX3v7I4mdHXMJPxBiiEA7Au1d9i/Zq6TigBkHrFYPCoOKS4oH67kvg5QsDlaN6CDVNA1W4jdIqd8gJYvWsn2Q0tDBNq3XY0MlmIM1b5C9prBlBvrjNm1pqw1ak1llC62jrfN2SnJtll7XvmPXOsJFuuhh8+zaR2tRLupW63GtVy6ctnCNMzmYzbCQBQ687pl9W7ZueUqfHeuZpUXxg/r+C+5wqqqooCjkDwbnjkCWBJIlpcHl+2S74vJ9Mh1eQyBBoOnjpqY3J79pXW9ZZF6qnNDofUcPDJWEBpVESwZ7EW+QV+QN1tOvBlmCG0tqo36SG0z7ia92Hkt8Y4muq+W91mnNf0fjF9ZMrXkp8wNkC31FYL+rnj25pcV9VJ8ra1/wgT5bp+ty/St95fw4DwQQyL9AsqQ08ej+rBmzFf9Q2KVCK/x13OrAvwjkR0D3ky5zltl/jxars3IQrQ/laq1ezcoG2UhvFiivmlvSsG3AHTqHyxT6G8Z7rsVtnvLh7f+RnT+sejMOx44AAlkVSJaUWsK5v+JExSTF0X6s1NA6H5+rqFdQEECgLwlw72hfejczOpf9rn7ugC3bXPXh61n7gialpNeuvOOkHyk35Y+WjGRZGQEE2hPwO8hs76XYvHr9e6/iKwpb9ijFSMW5ihcUna2vRSgIIIAAAr1NYL/pz35Tqec/dJneEtJ3Q573z0pI7yIh7W3vJMeLQO8RSFZTamexq8IS0dP90CBWFuvfXym4fN/qwb8IIIBAnxAoq3qxn7dti2pDHXtYgor3S7ex5dvv/uTr9oQ4CgIIINBtAsmSUqsFXR+35z9r3GpN31DY04Ss5SUFAQQQQKCPCBxwzfOjItu2PK3TOUyxXbWiV6y88yT73qcggAAC3S6QLClN3HlwT2n8fFrfx2swjgACCPRSgf2ueu5bkah3vw5/kHoLe8tzQ6etvOOEhb30dDhsBBDohQLJklK7NH+KwjrQ7qhw+b4jGeYjgAACvUBgn6pnB4TWbvqhEtFvtB6u92SpF71g2Z0nBb2s9IKz4BARQKAvCCRLSu3y/X6K+xTJWlpay/xXFKsUFAQQQCA3AiUlocOn/KV43T6bw9samsKDB0XCTduj4ZZmL1xaqmGLEy4p9sKRSKnCCxcXeeEWxy2KRr1wUdQJR8NeOKzxqB6O5Wk6pHG9onEvHAppnqfXPM0Pab7W08O0YvM8V/NsPBQKqyFQwrzW6djrrl53o0WeLaPx+PWVAIbVkl3rOtqGp3Etq3l6YkFY37Z2Bcq+m7V+6zI2LzbutC7r2Dqx7Wp+6yMPbLrItmnrBeF5eiitbTNuXpvxbU6xM3AXzXa2ahvfXTnj5EdsgoIAAgjkWiBZUmqJ6D1+PKyhdQG1QmFlhOLristtQmW31gH/IoAAAjkQqKoKjdw2Yela5yPH2eY4/ZR2NWuoBM0pLnKdqB7Das+/VGKqEnGUZDoRXdex3q4sQ/M0bZ0aRZXpWXNNW8+zFZSd2iwli7FisxxlobGBzdGL/qzYQrHFNOOzeTauvdgM7UtJoY1oXxqPjbQuG5upGbFXbYe2rM2M/RN7NfZPcBy2YOtLNuIvpFFbc0fZaaJ1rhLSHS8nG/EizW/pubVff2/GKXXJluM1BBBAoDsFOktK7ft7hsKST+sGKrE8pRnnKPRzQEEAAQRyJGCPtbzquYj2ZrcQ2bDdUFIYUWK202vK3VqUqsXm2VB5W0TZncKNKCmNKKmMKO+LzVO+2DreurwqWm15vW7TWtbTOraMMsbYPNuWq3nR2HLaVmz9UIurZWPzbPmo8uPY663LKm/VPP/1YH3Pa3FDWi7qRpQYt25T67khrR9piURtqNdDESeiBTTUXE2r6rUlHHYjzS1uxIbhcGOkqdmNFBU5kcbGUKSo2I2U9AtFNjeEI/0HlUR2XzU48vo+cqyqOkiGyxUUBBBAIG8CyZJSOyj7wr9CMV1hX1qjFVaWKd5R0ALfNCgIIJBzAbUKP1Q7JZHKQL4+g3VZFQEEEMi2QGdJ6UXaYUM7O/0nzTte0dn9pu2syiwEEEAAAQQQQAABBHYWSJaUWkMnu6c0WbHuQ1K7aSnZVngNAQQQQAABBBBAoKAFLPHsqNil+yF+DNDQQo+Y21HsflJbhoIAAggggAACCCCAQEYCyWpKbcNBP3XDND5fMVJhjxg9TmFPdaIggAACCCCAAAIIIJCxQLKaUtt4qeI5xScK68jOGjqNU5CQCoGCAAIIIIAAAgggkB2BZDWl1uudnn28o7yqsVMVe/lz7NL++QruKfVBGCCAAAIIIIAAAgikJ5AsKU3c4omaYRFfLtAESWm8COMIIIAAAggggAACXRZIlpRasmmd53d0id9qUrvS0GlXLX+dwvo9tWLrz4yNtf5DzWscBqMIIIAAAggggEAhCXSUcAYGlnRaB/nxsaem71A0KTpbX4vEks9RGi5U2NOfgjJcI/akqI/9WBW8wBABBBBAAAEEEECgsASS1ZTGS1gt57cVM+Jnpji+h5b7g8Ja7q+MW2cfjd+kiK8tjXuZUQQQQAABBBBAAIFCEeispnOyID5VrFfEJ6QPa9rWTeXy/RotV6a4WLGLIijHauRGhd0mYHGlgoIAAggggAACCCBQgALJakot6ZwTZ2LdQa1QRBSLFJZIZlLscv4URbXC+kG1bqfmKeoVQUlrH6tXr7b7U+2WAUrmAmWZb4ItxAngGYeR4SiWGQLGrY5lHEYWRvHMAuKCBQt2z8Jm2EQvEkiWlCYmhHYJ/r+zeG4vaVt2r6oVq01dqfiCol4RFDcYSRgmHttOLw8fPnyTZizfaSYTmQhgmYle23XxbGuS7hws05Vrux6WbU0ymYNnJnpad8KECetITDNE7GWrJ7t8b4mfJYUjFHa5fqTCGiZZuUeR6eX2Zm1jsm1MZbDCtv+KTVAQQAABBBBAAAEECksgWVIaSFir+PMUlqCOVTyvsGL3mKayfmxh/dOg2BhMaGjbmqOw5NdqNqcraIEvBAoCCCCAAAIIIFBoAsku37dnUaOZJyksGf0XRSoNnbRYrFTrX4ug2LYs0S1VWK1pV7alxSkIIIAAAggggAACfUWgs5rO53SiJ/snaw2HrGsoK2cpXlB0tr4t21lp1AIkpJ0p8ToCCCCAAAIIINCHBZIllfbaiYpD/PNfpuGl/vggf8gAAQQQQAABBBBAAIGMBZIlpXavZ3xZqYkt8TMYRwABBBBAAAEEEEAgGwLJktJg+1uDEQ2DcWu0REEAAQQQQAABBBBAICsCqTR0mqQ9WT+i9jQmG39PMU1BQQABBBBAAAEEEEAgKwLJklJrGW/laD8Sx22aggACCCCAAAIIIIBAxgLJklJrEb+/oqmDvZRoPq3mO8BhNgIIIIAAAggggEDqAsmS0mArlnxSEEAAAQQQQAABBBDoNoFkSak1gnq3kz2H9Tq1pZ0g8TICCCCAAAIIIIBAcoFkSWnimn/WjLmKNxT2WFArJKStDvyLAAIIIIAAAgggkIFAsqTUEs4jFPZY0SmKo/1YrOGvFPa0JwoCCCCAAAIIIIAAAhkL2CX6ZGWBXqxSlCnsUv1RirGKGxXzFZ2tr0UoCCCAAAIIIIAAAggkF0hWU2prDlZYEjpZMVExVGHFnu70BwWX702DggACCCCAAAIIIJCRQLKk1GpBg3tHbSd22f4yxcuKdYqOuorSSxQEEEAAAQQQQAABBFIXSJaUJm7FakznJMyk9X0CCJMIIIAAAggggAACXRdIlpTapfkpSTY5SK95SV7nJQQQQAABBBBAAAEEUhJIlpTaBqpT2goLIYAAAggggAACCCCQgQCt5zPAY1UEEEAAAQQQQACB7AiQlGbHka0ggAACCCCAAAIIZCBAUpoBHqsigAACCCCAAAIIZEeApDQ7jmwFAQQQQAABBBBAIAMBktIM8FgVAQQQQAABBBBAIDsCJKXZcWQrCCCAAAIIIIAAAhkIkJRmgMeqCCCAAAIIIIAAAtkRICnNjiNbQQABBBBAAAEEEMhAgKQ0AzxWRQABBBBAAAEEEMiOAElpdhzZCgIIIIAAAggggEAGAiSlGeCxKgIIIIAAAggggEB2BEhKs+PIVhBAAAEEEEAAAQQyECApzQCPVRFAAAEEEEAAAQSyI0BSmh1HtoIAAggggAACCCCQgQBJaQZ4rIoAAggggAACCCCQHQGS0uw4shUEEEAAAQQQQACBDARISjPAY1UEEEAAAQQQQACB7AiQlGbHka0ggAACCCCAAAIIZCCQy6R0Vx3nrIRjPU7TixQvK0oTXmMSAQQQQAABBBBAoEAEcpGUurIcpVioOCfOdYLGX1B8R7FMsV1hy1IQQAABBBBAAAEECkwgF0npHjL9g2KkYmOcryWkxyteVZznz7dlKAgggAACCCCAAAIFJpCLpHSNTMsUFyt2UQRlqEZWBBMablCMiJtmFAEEEEAAAQQQQKBABIrydJ7tXaa3WtSDFFZzGhQvGOnKcPXq1UO0vN0yQMlcoCzzTbCFOAE84zAyHMUyQ8C41bGMw8jCKJ5ZQFywYMHuWdgMm+hFAvlKSi3ZtJrR+GK1qC/Hz9B4e8mrLZI0WR0+fPgmLbPcFqRkRQDLrDDu2AieOygyHsEyY8IdG8ByB0VWRvDMkHHChAnrSEwzROxlq+fi8n1HJFYj+mv/xTIN7XL+On+aAQIIIIAAAggggEABCeSyprRBrvENnU7RdEQR1Hpao6fNCgoCCCCAAAIIIIBAgQnkMimtlq1FUKIascvz/RXNihYFBQEEEEAAAQQQQKAABXKZlHbEu62jF5iPAAIIIIAAAgggUBgC+byntDCEOUsEEEAAAQQQQACBTgVISjslYgEEEEAAAQQQQACB7hYgKe1uYbaPAAIIIIAAAggg0KkASWmnRCyAAAIIIIAAAggg0N0CJKXdLcz2EUAAAQQQQAABBDoVICntlIgFEEAAAQQQQAABBLpbgKS0u4XZPgIIIIAAAggggECnAiSlnRKxAAIIIIAAAggggEB3C5CUdrcw20cAAQQQQAABBBDoVICktFMiFkAAAQQQQAABBBDobgGS0u4WZvsIIIAAAggggAACnQqQlHZKxAIIIIAAAggggAAC3S1AUtrdwmwfAQQQQAABBBBAoFMBktJOiVgAAQQQQAABBBBAoLsFSEq7W5jtI4AAAggggAACCHQqQFLaKRELIIAAAggggAACCHS3AElpdwuzfQQQQAABBBBAAIFOBUhKOyViAQQQQAABBBBAAIHuFiAp7W5hto8AAggggAACCCDQqQBJaadELIAAAggggAACCCDQ3QIkpd0tzPYRQAABBBBAAAEEOhUgKe2UiAUQQAABBBBAAAEEuluApLS7hdk+AggggAACCCCAQKcCJKWdErEAAggggAACCCCAQHcLkJR2tzDbRwABBBBAAAEEEOhUgKS0UyIWQAABBBBAAAEEEOhuAZLS7hZm+wgggAACCCCAAAKdCpCUdkrEAggggAACCCCAAALdLUBS2t3CbB8BBBBAAAEEEECgUwGS0k6JWAABBBBAAAEEEECguwVISrtbmO0jgAACCCCAAAIIdCpAUtopEQsggAACCCCAAAIIdLcASWl3C7N9BBBAAAEEEEAAgU4FijpdovsWcLXpmXGbH6Lx8xVe3DxGEUAAAQQQQAABBApAIJ81pcPle7niYz9WFYA3p4gAAggggAACCCDQjkA+a0r30fHcpIivLW3nEJmFAAIIIIAAAggg0NcF8llTeqxwb1TY5XqLKxUUBBBAAAEEEEAAgQIUyGdN6UJ5T1FUK4YpPlHMU9QrgpLW/aWrV6+2+1NHBRthmJFAWUZrs3KiAJ6JIulPY5m+XeKaWCaKZDaNZ2Z+sbUXLFiwexY2wyZ6kUA+k9KX5NTiW63RcKXiC4p6RVDcYCRhmDRZHT58+CYtvzxhHSbTF8Ayfbv21sSzPZX05mGZnlt7a2HZnkr68/BM3y625oQJE9aRmGaI2MtWz+fl+2ZZTfa9Bms4UvGKP80AAQQQQAABBBBAoIAE8pmUjpXzHIXVelrN5nQFLfCFQEEAAQQQQAABBApNIJ+X72uEbZfnSxVWaxpVUBBAAAEEEEAAAQQKUCCfSWnA3RiMMEQAAQQQQAABBBAoTIF8Xr4vTHHOGgEEEEAAAQQQQKCNAElpGxJmIIAAAggggAACCORagKQ01+LsDwEEEEAAAQQQQKCNAElpGxJmIIAAAggggAACCORagKQ01+LsDwEEEEAAAQQQQKCNAElpGxJmIIAAAggggAACCORagKQ01+LsDwEEEEAAAQQQQKCNAElpGxJmIIAAAggggAACCORagKQ01+LsDwEEEEAAAQQQQKCNAElpGxJmIIAAAggggAACCORagKQ01+LsDwEEEEAAAQQQQKCNAElpGxJmIIAAAggggAACCORagKQ01+LsDwEEEEAAAQQQQKCNAElpGxJmIIAAAggggAACCORagKQ01+LsDwEEEEAAAQQQQKCNAElpGxJmIIAAAggggAACCORagKQ01+LsDwEEEEAAAQQQQKCNAElpGxJmIIAAAggggAACCORagKQ01+LsDwEEEEAAAQQQQKCNAElpGxJmIIAAAggggAACCORagKQ01+LsDwEEEEAAAQQQQKCNAElpGxJmIIAAAggggAACCORagKQ01+LsDwEEEEAAAQQQQKCNAElpGxJmIIAAAggggAACCORagKQ01+LsDwEEEEAAAQQQQKCNAElpGxJmIIAAAggggAACCORagKQ01+LsDwEEEEAAAQQQQKCNAElpGxJmIIAAAggggAACCORagKQ01+LsDwEEEEAAAQQQQKCNAElpGxJmIIAAAggggAACCORagKQ01+LsDwEEEEAAAQQQQKCNAElpGxJmIIAAAggggAACCORagKQ01+LsDwEEEEAAAQQQQKCNAElpGxJmIIAAAggggAACCORaIN9J6XE64UWKlxWluT559ocAAggggAACCCDQMwTymZROEMELiu8olim2K1wFBQEEEEAAAQQQQKDABPKZlFpCerziVcV5vvtIf8gAAQQQQAABBBBAoIAEivJ4rkO17xVx+9+g8RGK+rh5aY3uvvvuY+fPn1+V1sqstJPAggULdp8wYcK6nWYykbYAnmnTtVkRyzYkac/AMm26dlfEs12WLs90XfcrWqm2yyuyQq8VyNflcttvVLG/ol5hpV5xo6JaERQvGGln2O6xKxk9Rl8I32hneWYhgAACCCCAQC8SUKXIL4844oiXetEhc6i9VOBTHXdZ3LEnTse9xCgCCCCAAAIIIIAAAt0j8Jw2ay3vrZQprFZ0sIKCAAIIIIAAAggggEDOBKyRlSWiQVj3UBQEEEAAAQQQQAABBPIi0F97zWeDq7ycNDtFAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQKCABR7Sucd3km/j9lSnlxWlCgoCCCCAAAIIIIAAAt0qcLK2bk9vutLfywR/+ssaWrJqr7kKCgIIIIAAAggggAAC3SKwq7ZqSafViAZJ6acaj681tdfLFBQEEEAAAQQQQACBAhPI1eM918t1tOKfFPv7xkM1XOGP22CDYoSiXpF2mT9//jFa2YKCAAIIIIAAAr1b4KUjjjjipd59Chx9qgK5SEqf1ME8rFiuONU/sPYu02/UawcpXvWXsYHVnnZU2tuGLXvM448//p+HHHLICx2tyPzUBd5+++2hBx54oP3BQMmCAJ5ZQPQ3gSWW2RPI7pb4bGbHc8iQIV/YtGnT7traS9nZIlvp6QLdnZSGBHC6j3BuHMYajScmOrto3stxy9hoR4lnsmTVKS4unn/hhRdekrAtJtMTGKXV7A8KSnYE8MyOo20FSyyzJ5DdLfHZzIKnrnxWLViwwJJSSoEIdHdSGpVjsW8Z0XCmYh/FvYp/V/xaMU5RprDL+esUFAQQQAABBBBAAIECE+jupNQ4W+JMP9b4u/70KRpaohrUeh6v8c3+awwQQAABBBBAAAEECkggF0lpPKfVlAbFalHt8nx/RbMiPnnVJAUBBBBAAAEEEECgUARynZS257qtvZnMQwABBBBAAAEEECgcAWuIREEAAQQQQAABBBBAIK8CJKV55WfnCCCAAAIIIIAAAiZAUsrnAAEEEEAAAQQQQCDvAiSleX8LOAAEEEAAAQQQQAABklI+AwgggAACCCCAAAJ5FyApzftbwAEggAACCCCAAAIIkJTyGUAAAQQQQAABBBDIuwBJad7fAg4AAQQQQAABBBBAgKSUzwACCCCAAAIIIIBA3gVISvP+FnAACCCAAAIIIIAAAiSlfAYQQAABBBBAAAEE8i5AUpr3t4ADQAABBBBAAAEEECAp5TOAAAIIIIAAAgggkHcBktK8vwUcAAIIIIAAAggggABJKZ8BBBBAAAEEEEAAgbwLkJTm/S3gABBAAAEEEEAAAQRISvkMIIAAAggggAACCORdgKQ0728BB4AAAggggAACCCBAUspnAAEEEEAAAQQQQCDvAiSleX8LOAAEEEAAAQQQQAABklI+AwgggAACCCCAAAJ5FyApzftbwAEggAACCCCAAAIIkJTyGUAAAQQQQAABBBDIuwBJad7fAg4AAQQQQAABBBBAgKSUzwACCCCAAAIIIIBA3gVISvP+FnAACCCAAAIIIIAAAiSlfAYQQAABBBBAAAEE8i5AUpr3t4ADQAABBBBAAAEEECAp5TOAAAIIIIAAAgggkHcBktK8vwUcAAIIIIAAAggggABJKZ8BBBBAAAEEEEAAgbwLkJTm/S3gABBAAAEEEEAAAQRISvkMIIAAAggggAACCORdgKQ0728BB4AAAggggAACCCBQlCOCK7WfixS1irMUnypcxUxFUIZo5HyFF8xgiAACCCCAAAIIIFAYArmoKZ0lyhmKkxWrFOsVlpAOV1yu+NgPe42CAAIIIIAAAgggUIACuagptcRzf0W94jzFuQpLSvdR3KSIry3VJAUBBBBAAAEEEECg0ARyUVNqCWi9YpLiSYWVqOJYxY0Ku1xvYZf4KQgggAACCCCAAAIFKJCLmtKAdZhGRvgT/TVcqJiiqFbYa58o5inqFUFJ6/7S1atX2/2po4KNMMxIoCyjtVk5UQDPRJH0p7FM3y5xTSwTRTKbxjMzv9jaCxYs2D0Lm2ETvUggF0mpNXC6Ny6skZPVmj6haFFYWaNYqfiCol4RFKtlba8kTVaHDx++SSstb29F5qUlgGVabB2uhGeHNF1+Acsuk3W4ApYd0qT1Ap5psX220oQJE9aRmH7mUQhjubh8f48gLQm1YjWkQxWvKZoVkxVWBitGKl6xCQoCCCCAAAIIIIBAYQnkIikdK9KnFVa7uVXxsML+grT5cxQ232o2pytogS8ECgIIIIAAAgggUGgCubh8XyNUS377Kax2NLhkb/Pt8nypP98aP1EQQAABBBBAAAEEClAgF0mpsVpt6LYOfBs7mM9sBBBAAAEEEEAAgQIRyMXl+wKh5DQRQAABBBBAAAEE0hUgKU1XjvUQQAABBBBAAAEEsiZAUpo1SjaEAAIIIIAAAgggkK4ASWm6cqyHAAIIIIAAAgggkDUBktKsUbIhBBBAAAEEEEAAgXQFSErTlWM9BBBAAAEEEEAAgawJkJRmjZINIYAAAggggAACCKQrQFKarhzrIYAAAggggAACCGRNgKQ0a5RsCAEEEEAAAQQQQCBdAZLSdOVYDwEEEEAAAQQQQCBrAiSlWaNkQwgggAACCCCAAALpCpCUpivHeggggAACCCCAAAJZEyApzRolG0IAAQQQQAABBBBIV4CkNF051kMAAQQQQAABBBDImgBJadYo2RACCCCAAAIIIIBAugIkpenKsR4CCCCAAAIIIIBA1gRISrNGyYYQQAABBBBAAAEE0hUgKU1XjvUQQAABBBBAAAEEsiZAUpo1SjaEAAIIIIAAAgggkK4ASWm6cqyHAAIIIIAAAgggkDUBktKsUbIhBBBAAAEEEEAAgXQFSErTlWM9BBBAAAEEEEAAgawJkJRmjZINIYAAAggggAACCKQrQFKarhzrIYAAAggggAACCGRNgKQ0a5RsCAEEEEAAAQQQQCBdAZLSdOVYDwEEEEAAAQQQQCBrAiSlWaNkQwgggAACCCCAAALpCpCUpivHeggggAACCCCAAAJZEyApzRolG0IAAQQQQAABBBBIV4CkNF051kMAAQQQQAABBBDImgBJadYo2RACCCCAAAIIIIBAugIkpenKsR4CCCCAAAIIIIBA1gRISrNGyYYQQAABBBBAAAEE0hUgKU1XjvUQQAABBBBAAAEEsiaQq6T0Sh1xveI5xa6KoBynkUWKlxWlwUyGCCCAAAIIIIAAAoUlkIukdJZIZyhOVqxSrFe4igmKFxTfUSxTbFfYfAoCCCCAAAIIIIBAgQnkIim9XKb7K2oU5/m+lnxaQnq84lVFMH+kxikIIIAAAggggAACBSZQlIPzDWo/J2lfX/P3F9VwqGKFP22DDYoRinoFBQEEEEAAAQQQQKCABHKRlAacwzRiSaeVAa2Dnf7dqKmDFFZzGhQvGOnKcPXq1UO0/KiurMOyHQqUdfgKL6QjgGc6au2vg2X7LunMxTIdtY7XwbNjm5RfWbBgwe4pL8yCfUIgF0npRZK6Ny4+1fhEhdWMxpddNPFy/AyNB7WsCbOdpMnq8OHDN2mF5YkrMZ22AJZp07W7Ip7tsqQ1E8u02NpdCct2WdKeiWfadK0rTpgwYR2JaYaIvWz1XNxTeo9M7NK9lf4Ku2z/msJqRH+tsFKmsPnrFBQEEEAAAQQQQACBAhPIRU3pWJkuVjzt2z6sof0FeYoioghqPa3R02YFBQEEEEAAAQQQQKDABHKRlFqre6uR7adoVrQorFhjJ7s8b7Wn8fM1SUEAAQQQQAABBBAoJIFcJKXmabWh2zqA7Wh+B4szGwEEEEAAAQQQQKCvCeTintK+Zsb5IIAAAggggAACCGRZgKQ0y6BsDgEEEEAAAQQQQKDrAiSlXTdjDQQQQAABBBBAAIEsC5CUZhmUzSGAAAIIIIAAAgh0XYCktOtmrIEAAggggAACCCCQZQGS0iyDsjkEEEAAAQQQQACBrguQlHbdjDUQQAABBBBAAAEEsixAUpplUDaHAAIIIIAAAggg0HUBktKum7EGAggggAACCCCAQJYFSEqzDMrmEEAAAQQQQAABBLouQFLadTPWQAABBBBAAAEEEMiyAElplkHZHAIIIIAAAggggEDXBUhKu27GGggggAACCCCAAAJZFiApzTIom0MAAQQQQAABBBDougBJadfNWAMBBBBAAAEEEEAgywJFXdieq2VL/OWbNPS6sC6LIoAAAggggAACCCDQoUAqNaVlWvs5RVSx3Q8bf1lRqaAggAACCCCAAAIIIJCRQGc1pZaMnujv4c8azvfHD/HnL9Zwg2KYokVBQQABBBBAAAEEEECgywLJklKrRbWEdLRieQdb3kfz6xQHJFmmg1WZjQACCCCAAAIIIIBAq0CypNQu0dt9pEGxBDS+2P2l9Ypd42cyjgACCCCAAAIIIIBAVwWSJaXx24q/jB8/P6wJS14pCCCAAAIIIIAAAgikLZBKUhpcxrf7R69P2BMJaQIIkwgggAACCCCAAAJdF0glKQ26frpcm/9j13fBGggggAACCCCAQOoC5XPKT5m5cuYJxzrH/i31tViytwukmpSu1Im+oLhY0eCf9CAN71MESas/mwECCCCAAAIIINB1gUOrDx0f8kJ3ac1jlzQscYaHh3/Y9a2wRm8VSCUptXPbxT/BexJO9H5Nk5QmoDCJAAIIIIAAAqkLjKseNyIajd7med5ZWstuG1x7zG7HzD/ow4NWpb4VluztAvbGp1Ks5f2QdoJ7SlPRYxkEEEAAAQQQaCNQPrd8kC7V3xTxIss915usBZoVs4q8ooMnD5/89yKniDyjjVrfnZFqTek2EVypuNanmKfhd/xxBggggAACCCCAQMoCE+dODC/dsnSys9W5VSsNV3jqhHKeG3GvrplW805sQ8HjelLeKgv2doFUk9LELqHO1YlbxPdj2tstOH4EEEAAAQQQ6GaByurK45ZuWzpLGcQ4f1d/VeeSl9dOq/1LN++azfdwgVSSUks87clONymqFFZOVvxGYZf1ud9DCBQEEEAAAQQQ6Fig4rGKMUo+Z+q+UcspVDXq1eufa+qm1D2tBJX2KR3TFcwrqSalBmK1pUH5qz9iT3WiIIAAAggggAAC7QqMnz1+WLPbXKWE9DwtYHnHRtd1b2+INtxdP7V+uzO13dWYWYACqSSlwU3GdnfHdMUnip/4Vu/5QwYIIIAAAggggMAOgbJHy/oNDg2+tNlrvkYzrRefFtWH3lfsFVctnLZwzY4FGUHAF0glKbVFRyisr7AZNuGXUzQMEtZgHkMEEEAAAQQQKGQBNVlSi/rTdEn+dl2qL/MpnldHT1fWnl27tJBpOPfkAqkmpXbfqN1bOkxRrPhIQUIqBAoCCCCAAAIItApUzK74klPt3KWM4YuxOa6zyHXcK2om1/BESD4knQokS0otCX1XsbGDrVhV/AGKVJLTSVruQYVd7v+WokZh25+pCIr1g3q+gpudAxGGCCCAAAII9AKBytmVB3hh7w79gn9Th2u/76s1fv2YAWOq502aF+kFp8Ah9gCBZEmpHd7ILByjtdR/WnGE4kjFYsVuiv6KyxV2n6qVhtYB/yKAAAIIIIBAbxA47NHDhra4LdepJf0lSkJLdcxbNT7LGeDMrJtU11Dr1PaG0+AYe4hAsqTUaiztr51Mi3UdZfefLvDDOuG36TrFTYr42lJNUhBAAAEEEECgJwsc/uDhxY0ljRcoIb1Bx7mHIup6bnUoFLpu0eRF1gaFgkCXBZIlpZaQvqTY3MFWB2v+MYrOLrf30zKNCiu7Kqz29TXFqYob/dAgVmNKgmoSFAQQQAABBHqogBoxndLoNs7Qr/9o/xBfjLrRy5dMWbKwhx4yh9VLBJIlpXYKR3dyHpa4dpaUWkJqywUJ6MUaX66wD+8URbXCGlBZV1PzFPWKoHS27WC5nYarV6+2+1NH7TSTiXQFytJdkfXaFcCzXZa0ZmKZFlu7K2HZLkvaM/uk5z7n7HPo0COGXq2GS0faL7/X4r27ZcWWGfV31P8/Xyqrv7sLFizYPe13gBV7pUCypNQSQksmMy127+hWxfOK+FrTlzTdorCyRrFS8QVFvSIoHe0/abI6fPjwTdqAJb6U7AhgmR3HYCt4BhKZD7HM3DDYApaBRHaGfcZzXPW4EdFo9DbP9c4STUixVknpzf0i/R6ou6OuOTtcbbcyYcKEdSSmbV368pxkSWn8eZdp4iVFfEv8sZoOKzprfW99kllCag2ebPlSRZPCPshTFFZTarcCjFS8oqAggAACCCCAQJ4FyueWD1KV0pURL3KFqqgG6HDsyufPiryi296Y+saGPB8eu++DAqkmpe92cO5Jayz9dazrqBMV8cmrXcK3pNZa4s9RWLFW+KtiY/yDAAIIIIAAAnkRmDh3YnjplqWTlZDeqgMYrlB3+M48N+JeXTOt5p28HBQ7LQiBVJJSq6q3Yk91mqX4veJ/FHaJPJVijZs6KnZ53mpOrdY0PmntaHnmI4AAAggggEA3CVRWVx63dNvSWUpCx/m7+Kt+nS+vnVb7l27aJZtFYIdAKklpsPB5GrHGSTcpXvBnWjcQdj9oJsUuB1AQQAABBBBAIE8CFY9VjFHyOVOPBbUrm6oa9er1zzV1U+qeVoKaylXRPB05u+1LAqkkpVaD+bDiRsURihmKoA+yTzVOQQABBBBAAIFeKDB+9vhhzW5zlRJSq3iynGCj67q3N0Qb7q6fWr/dmdoLT4pD7rUCqSSldnL2Yf2hol5h94J+QzFHEbSe1ygFAQQQQAABBHqDQNmjZf0GhwZf2uw1X6PjtbYfLaoPva/YK65aOG1hpldAewMBx9gDBVJJSvfRcZcoPlbYPaU23KKYorBL+VTrC4GCAAIIIIBAjxdQkyV1fn+aLsnfrkv1Zf7xPq+Onq6sPbvWesuhIJA3gc6S0uN0ZHb/qCWfdyvsWfXxxeZTEEAAAQQQQKCHC1TMrviSOmG8SwnpF2OH6jqL1BH+FTWTa/7Yww+dwysQgc6S0qBB013ysI7vrYxW/E1hfZZSSyoECgIIIIAAAj1VoHJ25QFe2LtDv9jf1DG6itUav37MgDHV8ybNi/TU4+a4Ck8gWVIavHaUWDYrrIN7K/aUivGKdxXW3RONnYRAQQABBBBAoCcJHPboYUNb3Jbr1JL+EiWh1v3iVo3PUjf4M+sm1TXUOrU96XA5FgRiLe06YrCnL1mxx4RaWaWwv7Cs2D2mVoYpSEpjFPyDAAIIIIBA/gUOf/Dw4saSxguUkN6go7GuG6Ou51aHQqHrFk1eFPSek/8D5QgQSBAIakMTZscmg/5D52mqXGFJqRWrMbXL91beaR3wLwIIIIAAAgjkW0CNmE5pdBtnqGbUbrWz8mLUjV6+ZMqSha2T/ItAzxVIlpTaUR+vsPtKg7+s7Fm3QxVWrJETXULFKPgHAQQQQACB/AkcWn3o+JAXsvYfxyohteuay9S6fro6v/9N/o6KPSPQNYHOklJrkbe/4tcK65/UElJLTCcqaK0nBAoCCCCAAAL5EhhXPW5ENBq9TQnoWToGeyz4WiWlN5c2lj7w+vmvN+fruNgvAukIdJaU2jbrFeNspJ1iDZ1OUVS38xqzEEAAAQQQQKAbBMrnlg9ytjpXRrzIFaoVHaBd2C13Pyvyim57Y+obVnlEQaDXCaSSlCY7KWvoVJlsAV5DAAEEEEAAgewITJw7Mbx0y9LJSkhv1RaHK9QdvjPPjbhX10yroZ1HdpjZSp4EMk1Km/J03OwWAQQQQACBghKorK48bum2pbOUhAZXL/+qZ9ZfXjut9i8FBcHJ9lmBTJPSPgvDiSGAAAIIINATBCoeqxij5HOm7hs90Y5HfY3W659r1IjpaSWoPMSmJ7xJHENWBEhKs8LIRhBAAAEEEMiuwPjZ44c1u81VSkjP05bt93qj67q3N0Qb7q6fWr/dmZrd/bE1BPItkGlSap3oD8n3SbB/BBBAAAEE+opA2aNl/QaHBl/a7DVfo3PaRdGi+tD7ir3iqoXTFq7pK+fJeSCQKJBqUjpJK76iCDrQD7azWiMPBRMMEUAAAQQQQCBNATVZUuf3p+mS/O26VF/mb+V5dfR0Ze3ZtUvT3CqrIdBrBFJJSl2dzdOKPyu+knBmmzW9IGEekwgggAACCCDQBYGK2RVfUueKdykh/WJsNddZ5DruFTWTa+gTvAuOLNq7BVJJSu0maktIj1Y8pwiS0EEav1LBTdZCoCCAAAIIINBVgcrZlQd4Ye8O/ZJ+U+taJdBqjV8/ZsCY6nmT5kW6uj2WR6A3C6SSlNr52dOcrFjLv1jrv9iU40zXkKTUx2CAAAIIIIBAKgKHPXrY0Ba35Tq1pL9Ev6KlWmerxmepG/yZdZPqGmqd2lQ2wzII9CmBVJNS6yQ/rLC/4uKT0Gif0uBkEEAAAQQQ6EaBwx88vLixpPECJaQ3aDd7KKKu51aHQqHrFk1e9GE37ppNI9DjBVJNSot1Jn9VWI3pxYovK36kCC7la5SCAAIIIIAAAh0JqBHTKY1u4wxV7Yz2l3kx6kYvXzJlycKO1mE+AoUkkGpSaq3uh/owDRpaN1DzFVZ7Sm2pECgIIIAAAgi0J3Bo9aHjQ17oLr12bOxao+ssU+v66er8/jftLc88BApVIJWkNCQcS0itlvTzij0VX1M0K/ZWJHYTpVkUBBBAAAEECltgXPW4EdFo9DYloGdJwn5L1yopvbm0sfSB189/3X5DKQggECeQSlIaLP4NjeyjsCT03/2Zn/pDBggggAACCCAggYHlAweUXVl2U8SLXKGWGAM0q1HxsyKv6LY3pr6xASQEEGhfIJWk1C7P22WHGxM2Yf9hbUuYxyQCCCCAAAIFKTBx7sTw0i1LJ+umtjsEYA2E1R2+M8+NuFfXTKt5pyBROGkEuiCQSlJqm7tC8SvFZJtQWaS4NzbGPwgggAACCBS4QGV15XFLty2dpSR0XKy1hTUOjjqX106r/UuB03D6CKQskGpSavfCfF0x0d+ydZz/c4VdkqAggAACCCBQkAIVj1WMUfI5U/eNxvrwVl+j9dtWbPvpO7e88xMlqPFdKBakDyeNQFcEUk1KrbsKa+gUlNM1YmH9llIQQAABBBAoKIHxs8cPa3abq5SQnqcTt9/Sja7r3t4Qbbi7/tb6/ZxbSUgL6gPByWZFIJWk1GpJLSF9SnGGv9dJGj6tKFPUKygIIIAAAgj0eYGyR8v6DQ4NvrTZa75GJ7uLokXp533FXnHVwmkL1/R5AE4QgW4USCUpDfohtf5Jg/KGP/JeMIMhAggggAACfVZATZbU+f1puj54uy7Vl/nn+bw6erqy9uzapX32vDkxBHIokEpSaoezUnGuwp5Cscwf18B5XFGuOE7BX4hCoCCAAAII9C2BitkVX3Kq1QuN63wxdmaus8h13CtqJtf8sW+dKWeDQH4FUk1KN/qHebSGFkGx+0qtDFSQlMYo+AcBBBBAoC8IVM6uPMALe3fo8vw3dT7WhmK1xq8fM2BM9bxJ8yJ94Rw5BwR6kkCqSem4Dg7a1h+vqO/gdWYjgAACCCDQqwQOe/SwoS1uy3VqSX+JktBSHfxWjc9SN/gz6ybVNdQ6tb3qfDhYBHqLQKpJaUfnc4BesMv68ztawJ9vDaMeVNg9qN9S1CisHKewjvmtI/5/VTQqKAgggAACCORc4PAHDy9uLGm8QAnpDdr5Hoqo67nVoVDoukWTF32Y8wNihwgUmECmSWmTvDZ1YnayXreW+kcojlQsVuymOFDxguIohXXKv11hLf3p100IFAQQQACB3AmoEdMpjW7jDP0CWdsJKy9G3ejlS6YssS4RKb1P4Ms6ZMs1fqdoUQxWWINtcgwh9NSSaVKaynn9Rgudoljgx5X+9E80PF7xqh9W4zpSUa+gIIAAAggg0O0Ch1YfOj7kheyK3bGxdMV1lql1/fS6KXX220XpnQL1OmzLJ4LyZ40E7WEsUf00eIFhzxLIRVLaT6ccXJbfVeP2QXlNMVSxQhEUu4Q/QlEfzGCIAAIIIIBAdwiMqx43IhqN3qYE9Cxt367SrVVSenNpY+kDr5//enN37JNt5kTAakQtzwgrooonFV/yp+29fkbxFQWlBwrkIim1hNRaLd7ox8UavqVILNbC/yCF1ZwGxQtGujJcvXr1EC0/qivrsGyHAmUdvsIL6QjgmY5a++tg2b5LOnMLxnJg+cABI6aO+HbEi0zTL1N/YTU1r2/+xUe/+OiBjQs3btL0/ukAJqxTljDNZBoCCxYs2D2N1Wwdq+SyhNSK5RTLFTb9W8UcBaWHCmSalNo9pe92cm72H/1WxfOK+FpT+9DEF3syxsvxMzRuyWx7JWmyOnz4cPtisQ8hJTsCWGbHMdgKnoFE5kMsMzcMttCnLSfOnRheumXpZP2q3KoTHq5Qd/jOPDfiXr3s+8veCRCyOOzTnll06nBTEyZMWJdGYvqxNjhUYfeU2ntwj8KKdVtp4zfZBKVnCqSalO6jw/+LYoxilcLecKvxvNcPDTos9qQLS0itwZNVp5cqmhT218uvFdbdVJnCtrlOQUEAAQQQQCBrApXVlcct3bZ0lpJQ+72x8lfVm11eO63WftcofUtgm07HGlC/4p+W3S9crXhW8bCCpFQIPbWkmpR+6J+AJaKWPG5Q2F8cjyk2K5IVqwE9URFUpduyth1r/GSdDwe1nsdrvLNtaREKAggggAACnQtUPFYxRr88M3XfqP0G6cfGq9c/16gR09NKUIPfns43xBK9TcAqvVw/gve5rLedRCEebypJqd0AbmWEM6lzUAAALDdJREFU4qHYmOPYPRuWUNqws0TSGjd1VOxDY5f3mxXWZQMFAQQQQACBjATGzx4/rNltrlJCep42ZL9zG13Xvb0h2nB3/dT67c7UjDbPyr1HIEhIe88RF/iRppKUBm/q92Vlf23apfjPZ9HNqtopCCCAAAIIZCRQ9mhZv8GhwZc2e83XaEN2la5F9aH3FXvFVQunLbR7CikIINCDBVJNSp/SOVzun8eDGs73x+v9IQMEEEAAgd4oYM197JpVby46B3V+f5rO43Zdqi/zT+V5dfR0Ze3ZtdaugYIAAr1AIJWk1E7jDMW1CmugZA2dpit+qqAggAACCPRSgbGPjv1itDo623nUKVNCZ9/tq5WhfhR1oh/ZULWMsWk9avOj5uLm1Xt9bq81Lx37Uo+61apidsWX1IzlLh3/F2Nvg+ss0rFfUTO55o+99G3hsBEoWIFUk1Jbzho22eV7a6R0sGKkYrmCggACCCDQiwT0jPcB20u236LHaF6qww77NaX26OcD1RhIk37VqQY27bmeE46EnbUr10Yr5lSs0csfKVFdbclrMK51Y4lsyA19tL1l++pl5yzrrL1BRmKVsysP8MLeHTq8b2pDdsCrNX79mAFjqudNmmdtHigIINDLBFJNSlfovCwJtdKgGK1YprBGUME9pxqlIIAAAgj0ZAHVjv6znvH+iBJPq1ywWs/bVz286jf7nrfv+qgX3Vsp6N6at7cS0eH6dt875IR2jGv+Hoq9NH8vLTculrzG/QJYAqtO6Z3icLGj5HWLlv1IkdXa18MePWxoi9tynfZ1iXZnXQxu1fgsZ4Azs25SXUOtU6tZFAQQ6I0CqSSllnhaQnqEolyxp+LfFNYhvn2pUVsqBAoCCCDQkwXK55YP0rf27ard/I6O077XFyupnFYzpeZ1jY9a/+p6+y5P+n1+zIvHFH38wcfDipuLhytpbU1gXWe4ksLW5LU1obWO6S2xHajIWu1rS3PLWjfsnqmE9AZt15LjqGprq0Oh0HWLJi/6UNMUBBDo5QKpJKXBKR6pkWEK++vXklMrq1sH/IsAAggg0FMFxs4Z+3+iW6PWcfj+imbVMN7iDfR+WDuptqkrx+zfT2rf+51+949+ZPTgfkX9hmer9tUt8m8paD3gF3XrweVLpixZ2JXjZ1kEEOjZAqkkpdbpvX2Z3dPOqXTrPUPt7I9ZCCCAAAIpChz0+EFDSltKZ6p29FytYlndP/Tv1NoptYtT3ETai/n3lNpvRPZqX13nA7Wun67O73+T9oGxIgII9FiBVJJSO3jrgNhaMp5tEyoLFDfFxvgHAQQQQKDHCejRmv/utXjWhd++ikYlozfvsd8eM3pa6/mu1L6qhtduY427i7XHsXNACCCQgUBnSemX47Zt9+zc7k83avglxav+NAMEEEAAgR4gUPlE5a7R5uiPVKM4xQ5H913+TZfQp9VNq1vSAw4vs0MgIc3Mj7UR6OECyZJSuxH+lU6OP6zX7fI+BQEEEEAgzwLqQP4U3TF6v6oT99Gh2NPybjhk4CE/poukPL8x7B4BBFISSJaUWrJpN8WXtLMluzne5pOQtoPDLAQQQCCXAqOeHLWHWsTfrVrRM6xbJpVXwm74HLVKX04XSbl8J9gXAghkIpAsKbXtWrcbbyv6K3ZXBKU0GGGIAAIIIJA/gcpHKyd6TZ41RLXu+rYoJ72mdmXtvU4VlQb5e1fYMwIIpCOQLCm1y/fzFdagaYrC+ipNLFy+TxRhGgEEEMiBQMXDFXs5xc69qhn9hu3Odd3/50Scc2um1byTg92zCwQQQCDrAsmSUrs0bx3mr1TMUVitaWLh8n2iCNMIIIBANwtUzqk8U8no3dqNXcHapIR0es3ZNQ/RMr2b4dk8Agh0q0CypDTYsT2Zw4q1uI8vXMKP12AcAQQQ6GYBdUi/jx7h+YAS0pNju/Kc3+v57+fVnl37njO5m3fO5hFAAIFuFkiWlAaX75MdApfvk+nwGgIIIJANAfXPqX5HpygZ/ZE2N1SxQS3sv69HhM6hdjQbwGwDAQR6gkCypDTx+P6sGbMV/1DYUzqscPm+1YF/EUAAgW4RKH+sfD93jvuQnjX/VX8HzzZHmi/QE5NWxe7275a9slEEEEAg9wLJklJLOK1LqBMVkxRH+2H3mP5BMVdRr6AggAACCGRbwGpHH6s8z4t6M1QbOkSbX6fa0UtVO/pEtnfF9hBAAIGeIJAsKbXjq1fc64eroT3F6RXFuX5w+V4QFAQQQCCbApWzKw9wHnMe1lOZ/sXf7i/VKf5FNefWfJzN/bAtBBBAoCcJdJaU7qqDPUpxuh/BsS/WyK8UXL4PRBgigAACmQpUOaGKkRUX6VL97epvdKA294k6xL+4ZmrNvEw3zfoIIIBATxdIlpRaQ6f1cSdg95RarekbijWKFgUFAQQQQCALAuOqx42KeJFHtCmrCHCUmD7ZXNx86fIzlq/NwubZBAIIINDjBZIlpYkHH9xTGj+fy/fxGowjgAACXRSYOHdieOnWpd9TQnqzVu2v+0ZXRZ3ohXWT637TxU2xOAIIINCrBZIlpXZp/hSFPWK0o8Ll+45kmI8AAgh0IlA+u/zQN7e8OVsNmY60RdXl0xy32P1+3Zl1n3ayKi8jgAACfU4gWVJql+/3U9yn8JKcubXMf0WxKskyvIQAAggg4Asc8+IxRWvfWztd36w3KBG1B5G8r6cynV87ufZ3ICGAAAKFKmCJZ0fFEtF7FFYb+pDiOEWZH1/WcJbClnlasU1BQQABBBDoRKCiumLs2pVr/6Zvz9u0aImS0oe2F22vqJlcQ0LaiR0vI4BA3xZIVlNqCafdMzpDcbnCuoFKLE9pxjkKktJEGaYRQACBOIHyueUl7hb3WiWj12p2seLdkBM6d/GUxX+KW4xRBBBAoGAFkiWlhmK1pFcopisOUoxWWFmmeEdBC3zToCCAAAJJBCrnVB7ubfXs3tGxWiyq2tF7nAHONYsnLW74/+3da4xc5X3H8Zndtb0mu9jGOHghiCHh1hqc0Cx2geZCZKRECQ1+UfKmzTqQkCj0RdWI9EVVsaiV+iIX9UWlNqRJ7ERKE5LIpNAGhSjBBJTaGBFfqDChZZ2L12AcsL3G3ttsf7/ZeZbjmdk5Z+6zM98H/nue85znnDnz2dmZv59zmTKrsQgBBBDoKoG4pPQeaZR607xR7bcq4s437SpMniwCCCAQFch8I9M/kB7weaP3qt3vt7/qmeu5a/8n9v882o86AggggMD8m+RiDj7f1OeUliv/ooXlLoIqty7LEEAAgY4TePdX3r3q7IqzW3Rrpw/pyX1YsV4xq29n+nL/VP/fPfPpZ97ouCfNE0IAAQTqIFBupNSH7v19yy7hMP3fq+7zS118Pqn7UBBAAIHuFdB31OvWTht7+no+qO+p/9BkevImJaQ+ZzRXVH9O38r0SY2O/ndoY4oAAgggUCxQLil171P5VdZp+rTiMoW/YnSLwt/qREEAgU4SUIKl/zj6EfM7PWc0dEfqg7ok9BKNhKZk5zItwV2CfDSbzf7o4J0H92MaA8piBBBAQAJxSanvn/cDhQ9Bva7whU4vKCgIINAhAr5n5rFfH3uPkqitqR2p21PbU/6736PzIHerbU/fXN+eX37il/77794SMxoqmN8pHpXZj/on+3+iQ/QnFrB8fxIKAggggECsQLmk1P/mPxvZwlOqf1RxUb7Nh/Y/rWBUJQ/CBIGlInDjgzeuPPnGyVu1v1t1z8zblHyuLdj3j6jtI26bSc/MXbv9Wt9xY4++j323LtTZvXxy+X4lXtMF63TUbCWjoc/d+RyjoR312+fJIIBAKwTKJaWF++PRUke0fEYzJKVREeoItKmAk6yp5VMf1qHkrafeOPVBJZ0DkV19XvWdOgS9U0nn8Ww6u6kn3bNJSehm/YVfr2XXOHRu5Mc1GpiaXDF5RjeBf1bzu7Nz2T29vb279398/0uR7S29KqOhS+93xh4jgEBHCZRLSp1s9ioW+9Ynj6RWcqHTGvX/W4Xve+ri9b+Qq83/YOQ1gkEVgXoIbPjGhvU9PT0f1QU4W3UBzi3a5vL8dv33/bRipxLLnQc+ccBJabT4PsTfcYOS2WVTK6Y2KlHdrL6b1bRJcbVy05uUoN6kr8dM6dzJlEZTX1H7kjrsz2iofmMUBBBAoE0EyiWl3kUnnYWJ58Vq+2uFr8J30lq4XE3nFCefVyp+rFilCEnpkOrehm/M71LqfqjzS/iJAAKJBZQcvkOdb1dsVdyo0c+e/AU4vovGz5RM7lQ8pAtwfqP52JI/TP+MOjp8b+LUu77xrtU6rL9JSekmjbiGRPWtWtTeh/0ZDfWvj4IAAgi0pUBcUhp22qOcn1T4K0crLRdqBSeklykOR1Z2cnu/IjpaGllMFQEEkgps+NqGd6Z7dKFSj5LRudQ7I+udUdL4mBPR6Z7ph58fef54ZFnV1fyFT/67duTKxm9uvHx2dnZzux32ZzQ0/IaYIoAAAu0tEJeUjmj3/0mxuuBpfFXzSS9yOqa+GcU9in9QhHKLKvflw20eMSVBtQQFgTiB0VTPhsyGG5VwejTU8fbcKj4oP3+njP/U+aAPpVamHj14x8GmHIXIn1P6kh6/tYf9GQ3NvQj4gQACCCw1gXJJqc8l3R55Qr4d1IuKWcU+xfzHnypVlme13jbFDoXvg+rz0b6nGFOEUtVjjI+P+/zUq8JGmNYkkKlpbVYuFKjac/n65cuG/nzoj1deunJL70CvvzHIRyFyZW527tXZidmfnPntmcfGvzW+e+roVLgy3kckWlJ02N+P63sd/yQfqVXXrzp/9S2rN+q5bFw2sGxjuj+9USO8RYf9N/zbhpeyZ7L7p09O7zs7dnbfKz945dDU76fCl3h4uy6Z3E/9WHXdqsELbrvgphXrV7y39+u970n3pi+K3Dd0Jns2u2fmxMzPJ/5n4okj3zlyKDW58P7lu4mEO4qEzXXjNNONT7qBzxnPOuDu3bu38K4gddgqm2hngXJJaWFC6MN036/jk3lc2wofMh5NPazYpBhThJIOlYJp4b6ds3hoaOikGl44p5GZWgSwrEWveN3Enhse3DCQOqObs2s0VBcZfVhTn5cdyv+qslPndT703G+e+0VqNPb87rBey6Ynnj2RUuyN7kCpw/7pvvTbewd7Hbf3X9KfWn3z6jM6L3bhan/dIWDP8V3H+9d+YO1Wf4uSlt2kbS6LbPd3qr9539DPRO4bGulE9RyBxK/Lc9ZiZjEBPBeTSdg+PDx8nMQ0IVaHdItLSp0UXqwYVXxK4QuTXP5ZcZ6ilsPtHsnZptihGFRcpnhSQUGgqwWu2XHN2mXZZbcp0do698bcrcJYuQCSzh2l2Kn5nQdH9E1BHVCqOeyvUxNSF9xyQSoyGnrOtyhx39AOeGHwFBBAoOsEyiWlAeOIKnfn4zpN/1HhERtf9PQlRdzV9+qSKz6v7US+7slGhT9UtytcfE6pH4uCQNcJXPv1ay9VEnq7E1EdWH6Pkq7wt+m/ryd126WdOnHmoQN3Hvi/TsdJerW/TlmY02H6RzRSzLcodfqLgueHAAJdIRA++JI+2QPq6G958fmmH1AkTUjVNTci6lHRULwtj8SuUHjUtJJtqTsFgaUtcO03r/0DverDrZuG9Wz89+AypfNFH9V059z03A8Pfurgy7nWLv5R6mp/vXNcrXND/U1TFAQQQACBDhCIS0of0XP8iuJhhS8c8rmfryn+QrFd0auoNZmc1DYoCHS+gK4Kf9vdb7tO50du05Pdqr8cf0tSKBNKSX/kb1TSd6f/l0YLo0cVQh+mUYE3L1aKtlJHAAEEEFiiAuWSUo+G+jD9LoWTUo9I3K8YVUS/nlCzFAQQKBTIfa1n/9QNSjR9c/nNOlawOXVzyleah/KqKg87ET2dOv3Y2Laxs2EBUwQQQAABBLpNoFxSWniF+2HhnF4KQD+95qe361ttnta+vqhz836lc/Re1A29f9U32/fis3c+69FeCgJ1FfBXcU4vm74u2zP/VZx63W2aTE36qzj9j7uFovMgj+g8yO+rfeeFmQuffPyWx8MdKBb6UEEAAQQQQKAbBcolpcHjjVDRNNR90VJblmNTx1ZO9U15JNfn6A3rNjq5/fRVuvpGG38/9+tqeNFBwpqj4UcVAvqazcxMz0zuu+D9VZtKQP9Im8ldJa/XVdjiObcx6u3t3b1/2/5lWsitYoIQUwQQQAABBPICSZLSO9TXo4u+P6Lrv1bcqWjLsm75ujPvO/S+7z9xzRNfzs5lr9R5elfonoZXKHG4Ujt8hcLfTkXC2pa/vfbcqdz3vKdmbtBraZP2MPc97zOpmYs02qn/FxJQV55X7FFSuluvud3LJ5fvz19JHn1iPjebggACCCCAAAIFAuWS0vkhxlTqvVrH4RKtz7e04c+V0yvPHhg58AvtmuOccv3Xr1830ztzBQnrOSzM5AV8GH5qxdRGj35qlH2zEszNSkCdSJ5zGF7z/gayPeq3W1fK7+mb69uTv0I8vyUmCCCAAAIIIFCJQLmk1FfVX66YWmSDy9XuPkuq5M8p9chv5yWs+j70qy+9+i09y3sGlmeXD+r8xYG5vrlBfePNgEb5BpRADeo3NtCT6hlcmFe7Bvt8uoO/wGBACdagEjG35eY1nVXfI1o2rmVHs6nsUU/VnptX4nZU51KOX/S2i44txfMj/W1C+gfKQgI6OTd5vZ5r/GH4j+9/Sf0oCCCAAAIIIFAngXJJaXgIJ59dUZqdsJ6aOHWyb1XfQHo6PbBs+bJBpX8DSvoGNSY3oHNgc4mjE8ZcEqmEMZdUOoHsUcKoaS6BTCmBnL8bgpPItyjS2o7+1w+P7YV/Nujgsvrn7oSp7WhBvkSqbskti7bNj5e/Q4ve4WW5bbij2j3v8yd7Z3tTrx5+NavzdY+p/agS1XEnr6Gu3rlEVhebHT07c3b80F2HTnkTzS7hMLxHP/U8cofis9nsW70fkeftZ5/kMHyzd5/HQwABBBBAoKMFyiWlTmleinn29bhPacxDtMfiRiSs/ef3OxtKpfRbUHKUS/Ryz1ZtueTPy1RyCdN8db5Pqfb55V7ii9Cc9E1oGxNa95Q2NqHkNDdVW26Zksb59jn1S6stm5pQ8ntKd56dmJ6aPjW3bG5i5sTMxJF/PfKHV/7Nlac1mrhe21qv7a5XUjeknVqv/gt1tV+o8HmWF6nfO6P7r/bcc5idm00t613mi818F4ejioaNvobD8Nl0dnNPtmeTE1Edhr9aj5nO7Zsq+cJh+CDBFAEEEEAAgRYKlEtKC3frCTU8qPil4mR+YRiHy89256SShFWjiOGCqyukdZ7CN00/pfb5BDIklU4knTA6idQ0l0T2vDnv9nQ2PaHbC01M9Uydyk5lJw795tDp1OjC2Gi9fhmn943s89XiZa8Yf//P3t/38m9fXqf7Ig0pAZxPYNOpISeyueR1PqEd0nac2HpEt26jr6d7Tx89L3ve2tnZ2c0ajc0loOEwvFxzo7l6PJfiq+E5DD8vw08EEEAAAQRaLFAuKXXCeYPiI4ptivfmw99Xv1PxiIISI1AuYY1ZdUktzp9POq6ddpQtV3/t6sH+vv6heo2+9s/0KxPPaghUCaj+8/8q/slh+BwFPxBAAAEEEGh/gXJJqfd+bz5GNfXh/BsVTyo2Ku5TdM3hez1XSp0E8ueU+jSCeo6++pQAroav0++IzSCAAAIIINBsgbik1BfPOAEdUfyZwvf4dDms+LGCw/fWoDREoJLR14bsABtFAAEEEEAAgaYJlEtKPTIazh31Dvmw/V8pdimOK6YUFAQQQAABBBBAAAEEahYol5QWbtwjptsLGjl8XwDCLAIIIIAAAggggEDlAuWSUh+a31Zmk74/5vwlJWU6sQgBBBBAAAEEEEAAgTiBckmp190RtwGWI4AAAggggAACCCBQq4DPG6UggAACCCCAAAIIINBSAZLSlvLz4AgggAACCCCAAAIWICnldYAAAggggAACCCDQcgGS0pb/CtgBBBBAAAEEEEAAAZJSXgMIIIAAAggggAACLRcgKW35r4AdQAABBBBAAAEEECAp5TWAAAIIIIAAAggg0HIBktKW/wrYAQQQQAABBBBAAAGSUl4DCCCAAAIIIIAAAi0XIClt+a+AHUAAAQQQQAABBBAgKeU1gAACCCCAAAIIINByAZLSlv8K2AEEEEAAAQQQQAABklJeAwgggAACCCCAAAItFyApbfmvgB1AAAEEEEAAAQQQICnlNYAAAggggAACCCDQcgGS0pb/CtgBBBBAAAEEEEAAAZJSXgMIIIAAAggggAACLRcgKW35r4AdQAABBBBAAAEEEGhmUrpG3F8sIN+i+X2KXYoVBcuYRQABBBBAAAEEEOgSgWYkpWlZXqV4VnFXxHVY9ccUn1UcUpxVuC8FAQQQQAABBBBAoMsEmpGUXijTHysuU5yI+DohvVXxlOLufLv7UBBAAAEEEEAAAQS6TKAZSekxmWYUf6lYpQhltSovhhlNX1dcEpmnigACCCCAAAIIINAlAn0tep6lDtN7FPUKhUdOQ5kLlUqm4+Pj56u/Txmg1C6QqX0TbCEigGcEo8YqljUCRlbHMoJRhyqedUDcu3fv2jpshk0sIYFWJaVONj0yGi0eRd0VbVC9VPLqLmWT1aGhoZPq84I7UuoigGVdGBc2gucCRc0VLGsmXNgAlgsUdangWSPj8PDwcRLTGhGX2OrNOHy/GIlHRH+YX5jR1Ifzj+fnmSCAAAIIIIAAAgh0kUAzR0o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}, "metadata": { "jupyter-vega": "#c55b6ac7-c28a-48a2-8f13-d2bcfceda3e4" }, "output_type": "display_data" } ], "source": [ "# Since we can only pass a single variable for color\n", "# let's use row or column to draw graphs for cylinders\n", "alt.Chart(cars_df).mark_line().encode(\n", " y='mean(Miles_per_Gallon)',\n", " x=alt.X('Year:T', timeUnit='year'),\n", " color='Origin',\n", " row='Cylinders',\n", ")\n" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# Some insights from the previous graphs\n", "- 3 and 5 cylinders exist, and are available in japan and europe respectively, best to exclude\n", "- 8 Cylinders available in US only, they have the worst MPG rating, best to exclude also\n", "- Seems like cars manufactured in US wit 4 and 6 cylinders are as good as Japanese and European cars\n", "- Let's improve our graph to make our point clearer" ] }, { "cell_type": "code", "execution_count": 40, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n" ] }, "metadata": { "jupyter-vega": "#46c3c3f7-2ce5-4041-9ee1-62a1cb193009" }, "output_type": "display_data" }, { "data": { "application/javascript": [ "var spec = {\"encoding\": {\"color\": {\"type\": \"nominal\", \"field\": \"Origin\"}, \"x\": {\"type\": \"temporal\", \"timeUnit\": \"year\", \"field\": \"Year\"}, \"y\": {\"type\": \"quantitative\", \"field\": \"Miles_per_Gallon\", \"aggregate\": \"mean\"}, \"row\": {\"type\": \"quantitative\", \"field\": \"Cylinders\"}}, \"mark\": \"line\", \"config\": {\"cell\": {\"height\": 350, \"width\": 500}}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v1.2.1.json\", \"data\": {\"values\": [{\"Horsepower\": 115.0, \"Weight_in_lbs\": 3090, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 133.0, \"Miles_per_Gallon\": null, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"citroen ds-21 pallas\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2372, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 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{\"Horsepower\": 90.0, \"Weight_in_lbs\": 3211, \"Acceleration\": 17.0, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"amc pacer\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2694, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 115.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"Europe\", \"Year\": \"1975\", \"Name\": \"audi 100ls\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2957, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"Europe\", \"Year\": \"1975\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 98.0, \"Weight_in_lbs\": 2945, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"Europe\", \"Year\": \"1975\", \"Name\": \"volvo 244dl\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2671, \"Acceleration\": 13.5, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1975\", \"Name\": \"saab 99le\"}, {\"Horsepower\": 53.0, \"Weight_in_lbs\": 1795, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 33.0, \"Origin\": \"Japan\", \"Year\": \"1975\", \"Name\": \"honda civic cvcc\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2464, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"fiat 131\"}, {\"Horsepower\": 81.0, \"Weight_in_lbs\": 2220, \"Acceleration\": 16.9, \"Cylinders\": 4, \"Displacement\": 116.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"opel 1900\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2572, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"capri ii\"}, {\"Horsepower\": 79.0, \"Weight_in_lbs\": 2255, \"Acceleration\": 17.7, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"dodge colt\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2202, \"Acceleration\": 15.3, \"Cylinders\": 4, \"Displacement\": 101.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"renault 12tl\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3233, \"Acceleration\": 15.4, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"plymouth valiant\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3353, \"Acceleration\": 14.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevrolet nova\"}, {\"Horsepower\": 81.0, \"Weight_in_lbs\": 3012, \"Acceleration\": 17.6, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford 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\"Miles_per_Gallon\": 33.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"honda civic\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3651, \"Acceleration\": 17.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"dodge aspen se\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 3574, \"Acceleration\": 21.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford granada ghia\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3645, \"Acceleration\": 16.2, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"pontiac ventura sj\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3193, \"Acceleration\": 17.8, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"amc pacer d/l\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1825, \"Acceleration\": 12.2, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.5, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"volkswagen rabbit\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1990, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"datsun b-210\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2565, \"Acceleration\": 13.6, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 26.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 102.0, \"Weight_in_lbs\": 3150, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 130.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"volvo 245\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3270, \"Acceleration\": 21.9, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 108.0, \"Weight_in_lbs\": 2930, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 156.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"toyota mark ii\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 3820, \"Acceleration\": 16.7, \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 16.5, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"mercedes-benz 280s\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2045, \"Acceleration\": 18.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 31.5, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"honda Accelerationord cvcc\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 14.8, \"Cylinders\": 4, \"Displacement\": 111.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"buick opel isuzu deluxe\"}, {\"Horsepower\": 58.0, \"Weight_in_lbs\": 1825, \"Acceleration\": 18.6, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"renault 5 gtl\"}, {\"Horsepower\": 96.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 25.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"plymouth arrow gs\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1945, \"Acceleration\": 16.8, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"datsun f-10 hatchback\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3520, \"Acceleration\": 16.4, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet concours\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3425, \"Acceleration\": 16.9, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"buick skylark\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3630, \"Acceleration\": 17.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"plymouth volare custom\"}, {\"Horsepower\": 98.0, \"Weight_in_lbs\": 3525, \"Acceleration\": 19.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"ford granada\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 1940, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"volkswagen rabbit custom\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2740, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 24.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"pontiac sunbird coupe\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2265, \"Acceleration\": 18.2, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"toyota corolla liftback\"}, {\"Horsepower\": 89.0, \"Weight_in_lbs\": 2755, \"Acceleration\": 15.8, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"ford mustang ii 2+2\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2051, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 30.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2075, \"Acceleration\": 15.9, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"dodge colt m/m\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"subaru dl\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2190, \"Acceleration\": 14.1, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 30.5, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"volkswagen dasher\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2815, \"Acceleration\": 14.5, \"Cylinders\": 6, \"Displacement\": 146.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"datsun 810\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2600, \"Acceleration\": 12.8, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"bmw 320i\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 21.5, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 43.1, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"volkswagen rabbit custom diesel\"}, {\"Horsepower\": 66.0, \"Weight_in_lbs\": 1800, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 36.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fiesta\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 19.4, \"Cylinders\": 4, \"Displacement\": 78.0, \"Miles_per_Gallon\": 32.8, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"mazda glc deluxe\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2070, \"Acceleration\": 18.6, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 39.4, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"datsun b210 gx\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1800, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 36.1, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"honda civic cvcc\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3535, \"Acceleration\": 19.2, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 19.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"pontiac phoenix lj\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3155, \"Acceleration\": 18.2, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"chevrolet malibu\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2965, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fairmont (auto)\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2720, \"Acceleration\": 15.4, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fairmont (man)\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3430, \"Acceleration\": 17.2, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"plymouth volare\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3210, \"Acceleration\": 17.2, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.4, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"amc concord\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3380, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 20.6, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"buick century special\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3070, \"Acceleration\": 16.7, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.8, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"mercury zephyr\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3620, \"Acceleration\": 18.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 18.6, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge aspen\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 3410, \"Acceleration\": 15.1, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 18.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"amc concord d/l\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 3445, \"Acceleration\": 13.4, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 17.7, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"buick regal sport coupe (turbo)\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2560, \"Acceleration\": 14.2, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 27.5, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"toyota corona\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"datsun 510\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2230, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 30.9, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge omni\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2515, \"Acceleration\": 14.8, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 21.1, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"toyota celica gt liftback\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 2745, \"Acceleration\": 16.7, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 23.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"plymouth sapporo\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2855, \"Acceleration\": 17.6, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 23.8, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"oldsmobile starfire sx\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2405, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 23.9, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"datsun 200-sx\"}, {\"Horsepower\": 125.0, \"Weight_in_lbs\": 3140, \"Acceleration\": 13.6, \"Cylinders\": 6, \"Displacement\": 163.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"volvo 264gl\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2795, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 21.6, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"saab 99gle\"}, {\"Horsepower\": 133.0, \"Weight_in_lbs\": 3410, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 163.0, \"Miles_per_Gallon\": 16.2, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"peugeot 604sl\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1990, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 31.5, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"volkswagen scirocco\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2135, \"Acceleration\": 16.6, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.5, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"honda Accelerationord lx\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 3245, \"Acceleration\": 15.4, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"pontiac lemans v6\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2990, \"Acceleration\": 18.2, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 19.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"mercury zephyr 6\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2890, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 22.3, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"ford fairmont 4\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3265, \"Acceleration\": 18.2, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"amc concord dl 6\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3360, \"Acceleration\": 16.6, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.6, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"dodge aspen 6\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1925, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 31.9, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"vw rabbit custom\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1975, \"Acceleration\": 15.2, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 34.1, \"Origin\": \"Japan\", \"Year\": \"1979\", \"Name\": \"maxda glc deluxe\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 1915, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 35.7, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"dodge 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85.0, \"Miles_per_Gallon\": 31.8, \"Origin\": \"Japan\", \"Year\": \"1979\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 69.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 37.3, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"fiat strada custom\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2670, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 28.4, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"buick skylark limited\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2595, \"Acceleration\": 11.3, \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 28.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2700, \"Acceleration\": 12.9, \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 26.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"oldsmobile omega brougham\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2556, \"Acceleration\": 13.2, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"pontiac phoenix\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 2144, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 41.5, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw rabbit\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1968, \"Acceleration\": 18.8, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 38.1, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corolla tercel\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2120, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 32.1, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2019, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 37.2, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 310\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2678, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2870, \"Acceleration\": 18.1, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 26.4, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"ford fairmont\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3003, \"Acceleration\": 20.1, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 24.3, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"amc concord\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3381, \"Acceleration\": 18.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.1, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"dodge aspen\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2188, \"Acceleration\": 15.8, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 34.3, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"audi 4000\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2711, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 29.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corona liftback\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2542, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 31.3, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"mazda 626\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2434, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 510 hatchback\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2265, \"Acceleration\": 15.2, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 32.2, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2110, \"Acceleration\": 17.9, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 46.6, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"mazda glc\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 2800, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 27.9, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"dodge colt\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2110, \"Acceleration\": 19.2, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 40.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 2085, \"Acceleration\": 21.7, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 44.3, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw rabbit c (diesel)\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 2335, \"Acceleration\": 23.7, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 43.4, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw dasher (diesel)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 3250, \"Acceleration\": 21.8, \"Cylinders\": 4, \"Displacement\": 146.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"mercedes-benz 240d\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1850, \"Acceleration\": 13.8, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 44.6, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"honda civic 1500 gl\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 1835, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 40.9, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"renault lecar deluxe\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2145, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 33.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"subaru dl\"}, {\"Horsepower\": 62.0, \"Weight_in_lbs\": 1845, \"Acceleration\": 15.3, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 29.8, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vokswagen rabbit\"}, {\"Horsepower\": 132.0, \"Weight_in_lbs\": 2910, \"Acceleration\": 11.4, \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 32.7, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 280-zx\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2500, \"Acceleration\": 15.1, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 35.0, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"triumph tr7 coupe\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2905, \"Acceleration\": 14.3, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 23.6, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"ford mustang cobra\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2290, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 32.4, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"honda Accelerationord\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2490, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth reliant\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2635, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 26.6, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"buick skylark\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2620, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 25.8, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge aries wagon (sw)\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2725, \"Acceleration\": 12.6, \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 23.5, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2385, \"Acceleration\": 12.9, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth reliant\"}, {\"Horsepower\": 58.0, \"Weight_in_lbs\": 1755, \"Acceleration\": 16.9, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 39.1, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota starlet\"}, {\"Horsepower\": 64.0, \"Weight_in_lbs\": 1875, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 39.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth champ\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1760, \"Acceleration\": 16.1, \"Cylinders\": 4, \"Displacement\": 81.0, \"Miles_per_Gallon\": 35.1, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda civic 1300\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2065, \"Acceleration\": 17.8, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 32.3, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"subaru\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1975, \"Acceleration\": 19.4, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 62.0, \"Weight_in_lbs\": 2050, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 37.7, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota tercel\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 34.1, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda glc 4\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2215, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.7, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth horizon 4\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2045, \"Acceleration\": 16.2, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 34.4, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford escort 4w\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2380, \"Acceleration\": 20.7, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.9, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford escort 2h\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 2190, \"Acceleration\": 14.2, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 33.0, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"volkswagen jetta\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2320, \"Acceleration\": 15.8, \"Cylinders\": 4, \"Displacement\": 100.0, \"Miles_per_Gallon\": 34.5, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"renault 18i\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2210, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 33.7, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda 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121.0, \"Miles_per_Gallon\": null, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"saab 900s\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 3160, \"Acceleration\": 19.6, \"Cylinders\": 6, \"Displacement\": 145.0, \"Miles_per_Gallon\": 30.7, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"volvo diesel\"}, {\"Horsepower\": 116.0, \"Weight_in_lbs\": 2900, \"Acceleration\": 12.6, \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 25.4, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota cressida\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 2930, \"Acceleration\": 13.8, \"Cylinders\": 6, \"Displacement\": 146.0, \"Miles_per_Gallon\": 24.2, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 810 maxima\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3415, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 22.4, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"buick century\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3060, \"Acceleration\": 17.1, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford granada gl\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3465, \"Acceleration\": 16.6, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 17.6, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chrysler lebaron salon\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2605, \"Acceleration\": 19.6, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet cavalier\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2640, \"Acceleration\": 18.6, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet cavalier wagon\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2395, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 34.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet cavalier 2-door\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2575, \"Acceleration\": 16.2, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"pontiac j2000 se hatchback\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2525, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge aries se\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2735, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"pontiac phoenix\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2865, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford fairmont futura\"}, {\"Horsepower\": null, 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\"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth horizon miser\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2125, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"mercury lynx l\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2160, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"nissan stanza xe\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2205, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda Accelerationord\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2245, \"Acceleration\": 16.9, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 34.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 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\"Name\": \"ford ranger\"}, {\"Horsepower\": 82.0, \"Weight_in_lbs\": 2720, \"Acceleration\": 19.4, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevy s-10\"}]}};\n", "var selector = \"#46c3c3f7-2ce5-4041-9ee1-62a1cb193009\";\n", "var type = \"vega-lite\";\n", "\n", "var output_area = this;\n", "require(['nbextensions/jupyter-vega/index'], function(vega) {\n", " vega.render(selector, spec, type, output_area);\n", "}, function (err) {\n", " if (err.requireType !== 'scripterror') {\n", " throw(err);\n", " }\n", "});\n" ] }, "metadata": { "jupyter-vega": "#46c3c3f7-2ce5-4041-9ee1-62a1cb193009" }, "output_type": "display_data" }, { "data": { "image/png": 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" }, "metadata": { "jupyter-vega": "#46c3c3f7-2ce5-4041-9ee1-62a1cb193009" }, "output_type": "display_data" } ], "source": [ "# Lets filter the data and include only 6 and 4 cylinders\n", "filtered_df = cars_df[cars_df.Cylinders.isin([4,6])]\n", "\n", "alt.Chart(filtered_df).mark_line().encode(\n", " y='mean(Miles_per_Gallon)',\n", " x=alt.X('Year:T', timeUnit='year'),\n", " color='Origin',\n", " row='Cylinders',\n", ")\n", "\n", "# Let's improve our labels" ] }, { "cell_type": "code", "execution_count": 42, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n" ] }, "metadata": { "jupyter-vega": "#7af387a0-ce62-4dd9-85ad-1c19a69f7ac9" }, "output_type": "display_data" }, { "data": { "application/javascript": [ "var spec = {\"encoding\": {\"color\": {\"type\": \"nominal\", \"field\": \"Origin\"}, \"x\": {\"title\": \"Year\", \"type\": \"temporal\", \"timeUnit\": \"year\", \"field\": \"Year\"}, \"y\": {\"title\": \"Average MPG\", \"type\": \"quantitative\", \"field\": \"Miles_per_Gallon\", \"aggregate\": \"mean\"}, \"row\": {\"type\": \"quantitative\", \"field\": \"Cylinders\"}}, \"mark\": \"line\", \"config\": {\"cell\": {\"height\": 350, \"width\": 500}}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v1.2.1.json\", \"data\": {\"values\": [{\"Horsepower\": 115.0, \"Weight_in_lbs\": 3090, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 133.0, \"Miles_per_Gallon\": null, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"citroen ds-21 pallas\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2372, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 113.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1970\", \"Name\": \"toyota corona mark ii\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2833, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 198.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth duster\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2774, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 199.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2587, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Japan\", \"Year\": \"1970\", \"Name\": \"datsun pl510\"}, {\"Horsepower\": 46.0, \"Weight_in_lbs\": 1835, \"Acceleration\": 20.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"volkswagen 1131 deluxe sedan\"}, {\"Horsepower\": 87.0, \"Weight_in_lbs\": 2672, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 110.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2430, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"audi 100 ls\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2375, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 104.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"saab 99e\"}, {\"Horsepower\": 113.0, \"Weight_in_lbs\": 2234, \"Acceleration\": 12.5, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"bmw 2002\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2648, \"Acceleration\": 15.0, \"Cylinders\": 6, \"Displacement\": 199.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc gremlin\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Japan\", \"Year\": \"1971\", \"Name\": \"datsun pl510\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2264, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"chevrolet vega 2300\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2228, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 113.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Japan\", \"Year\": \"1971\", \"Name\": \"toyota corona\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2046, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 1978, \"Acceleration\": 20.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": null, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"volkswagen super beetle 117\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2634, \"Acceleration\": 13.0, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"amc gremlin\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3439, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"plymouth satellite custom\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3329, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"chevrolet chevelle malibu\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3302, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"ford torino 500\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3288, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"amc matador\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2962, \"Acceleration\": 13.5, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"amc hornet sportabout (sw)\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2408, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"chevrolet vega (sw)\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3282, \"Acceleration\": 15.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"pontiac firebird\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3139, \"Acceleration\": 14.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"ford mustang\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2220, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"mercury capri 2000\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2123, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 116.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"opel 1900\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2074, \"Acceleration\": 19.5, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"peugeot 304\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 2065, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 88.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"fiat 124b\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1773, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 71.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1971\", \"Name\": \"toyota corolla 1200\"}, {\"Horsepower\": 69.0, \"Weight_in_lbs\": 1613, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 72.0, \"Miles_per_Gallon\": 35.0, \"Origin\": \"Japan\", \"Year\": \"1971\", \"Name\": \"datsun 1200\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1834, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"volkswagen model 111\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1955, \"Acceleration\": 20.5, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"plymouth cricket\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2278, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 113.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"toyota corona hardtop\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2126, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 97.5, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"dodge colt hardtop\"}, {\"Horsepower\": 54.0, \"Weight_in_lbs\": 2254, \"Acceleration\": 23.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"volkswagen type 3\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2408, \"Acceleration\": 19.5, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"chevrolet vega\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2226, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"ford pinto runabout\"}, {\"Horsepower\": 112.0, \"Weight_in_lbs\": 2933, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"volvo 145e (sw)\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 2511, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"volkswagen 411 (sw)\"}, {\"Horsepower\": 87.0, \"Weight_in_lbs\": 2979, \"Acceleration\": 19.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"peugeot 504 (sw)\"}, {\"Horsepower\": 69.0, \"Weight_in_lbs\": 2189, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 96.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"renault 12 (sw)\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2395, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"ford pinto (sw)\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2288, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"datsun 510 (sw)\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2506, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"toyouta corona mark ii (sw)\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2164, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"dodge colt (sw)\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2100, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"toyota corolla 1600 (sw)\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3121, \"Acceleration\": 16.5, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"plymouth valiant\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3278, \"Acceleration\": 18.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"chevrolet nova custom\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2945, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3021, \"Acceleration\": 16.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2904, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 198.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"plymouth duster\"}, {\"Horsepower\": 46.0, \"Weight_in_lbs\": 1950, \"Acceleration\": 21.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1973\", \"Name\": \"volkswagen super beetle\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2789, \"Acceleration\": 15.0, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"amc gremlin\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2279, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"Japan\", \"Year\": \"1973\", \"Name\": \"toyota carina\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2401, \"Acceleration\": 19.5, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"chevrolet vega\"}, {\"Horsepower\": 94.0, \"Weight_in_lbs\": 2379, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"Japan\", \"Year\": \"1973\", \"Name\": \"datsun 610\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2310, \"Acceleration\": 18.5, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 107.0, \"Weight_in_lbs\": 2472, \"Acceleration\": 14.0, \"Cylinders\": 6, \"Displacement\": 155.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"mercury capri v6\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2265, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1973\", \"Name\": \"fiat 124 sport coupe\"}, {\"Horsepower\": 49.0, \"Weight_in_lbs\": 1867, \"Acceleration\": 19.5, \"Cylinders\": 4, \"Displacement\": 68.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1973\", \"Name\": \"fiat 128\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2158, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 116.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Europe\", \"Year\": \"1973\", \"Name\": \"opel manta\"}, {\"Horsepower\": 91.0, \"Weight_in_lbs\": 2582, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 114.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"Europe\", \"Year\": \"1973\", \"Name\": \"audi 100ls\"}, {\"Horsepower\": 112.0, \"Weight_in_lbs\": 2868, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Europe\", \"Year\": \"1973\", \"Name\": \"volvo 144ea\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2660, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Europe\", \"Year\": \"1973\", \"Name\": \"saab 99le\"}, {\"Horsepower\": 122.0, \"Weight_in_lbs\": 2807, \"Acceleration\": 13.5, \"Cylinders\": 6, \"Displacement\": 156.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"Japan\", \"Year\": \"1973\", \"Name\": \"toyota mark ii\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3102, \"Acceleration\": 16.5, \"Cylinders\": 6, \"Displacement\": 198.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"plymouth duster\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2875, \"Acceleration\": 17.0, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2901, \"Acceleration\": 16.0, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3336, \"Acceleration\": 17.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"chevrolet nova\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1950, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1974\", \"Name\": \"datsun b210\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2451, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1836, \"Acceleration\": 21.0, \"Cylinders\": 4, \"Displacement\": 71.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1974\", \"Name\": \"toyota corolla 1200\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2542, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"chevrolet vega\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3781, \"Acceleration\": 17.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"chevrolet chevelle malibu classic\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3632, \"Acceleration\": 18.0, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"amc matador\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3613, \"Acceleration\": 16.5, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"plymouth satellite sebring\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2219, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1974\", \"Name\": \"audi fox\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1963, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1974\", \"Name\": \"volkswagen dasher\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1974\", \"Name\": \"opel manta\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 1649, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 76.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1974\", \"Name\": \"toyota corona\"}, {\"Horsepower\": 61.0, \"Weight_in_lbs\": 2003, \"Acceleration\": 19.0, \"Cylinders\": 4, \"Displacement\": 83.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1974\", \"Name\": \"datsun 710\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2125, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"dodge colt\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2108, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Europe\", \"Year\": \"1974\", \"Name\": \"fiat 128\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2246, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 116.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1974\", \"Name\": \"fiat 124 tc\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2489, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1974\", \"Name\": \"honda civic\"}, {\"Horsepower\": 93.0, \"Weight_in_lbs\": 2391, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Japan\", \"Year\": \"1974\", \"Name\": \"subaru\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2000, \"Acceleration\": 16.0, 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\"Name\": \"volkswagen rabbit\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3211, \"Acceleration\": 17.0, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"amc pacer\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2694, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 115.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"Europe\", \"Year\": \"1975\", \"Name\": \"audi 100ls\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2957, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"Europe\", \"Year\": \"1975\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 98.0, \"Weight_in_lbs\": 2945, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"Europe\", \"Year\": \"1975\", \"Name\": \"volvo 244dl\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2671, \"Acceleration\": 13.5, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1975\", \"Name\": \"saab 99le\"}, {\"Horsepower\": 53.0, \"Weight_in_lbs\": 1795, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 33.0, \"Origin\": \"Japan\", \"Year\": \"1975\", \"Name\": \"honda civic cvcc\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2464, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"fiat 131\"}, {\"Horsepower\": 81.0, \"Weight_in_lbs\": 2220, \"Acceleration\": 16.9, \"Cylinders\": 4, \"Displacement\": 116.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"opel 1900\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2572, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"capri ii\"}, {\"Horsepower\": 79.0, \"Weight_in_lbs\": 2255, \"Acceleration\": 17.7, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"dodge colt\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2202, \"Acceleration\": 15.3, \"Cylinders\": 4, \"Displacement\": 101.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"renault 12tl\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3233, \"Acceleration\": 15.4, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"plymouth valiant\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3353, \"Acceleration\": 14.5, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevrolet nova\"}, {\"Horsepower\": 81.0, \"Weight_in_lbs\": 3012, \"Acceleration\": 17.6, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3085, \"Acceleration\": 17.6, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 22.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 2035, \"Acceleration\": 22.2, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 2164, \"Acceleration\": 22.1, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 24.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevrolet woody\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1937, \"Acceleration\": 14.2, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"vw rabbit\"}, {\"Horsepower\": 53.0, \"Weight_in_lbs\": 1795, \"Acceleration\": 17.4, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 33.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"honda civic\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3651, \"Acceleration\": 17.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"dodge aspen se\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 3574, \"Acceleration\": 21.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford granada ghia\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3645, \"Acceleration\": 16.2, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"pontiac ventura sj\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3193, \"Acceleration\": 17.8, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"amc pacer d/l\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1825, \"Acceleration\": 12.2, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.5, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"volkswagen rabbit\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1990, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"datsun b-210\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2565, \"Acceleration\": 13.6, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 26.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 102.0, \"Weight_in_lbs\": 3150, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 130.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"volvo 245\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3270, \"Acceleration\": 21.9, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 108.0, \"Weight_in_lbs\": 2930, \"Acceleration\": 15.5, \"Cylinders\": 6, \"Displacement\": 156.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"toyota mark ii\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 3820, \"Acceleration\": 16.7, \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 16.5, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"mercedes-benz 280s\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2045, \"Acceleration\": 18.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 31.5, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"honda Accelerationord cvcc\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 14.8, \"Cylinders\": 4, \"Displacement\": 111.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"buick opel isuzu deluxe\"}, {\"Horsepower\": 58.0, \"Weight_in_lbs\": 1825, \"Acceleration\": 18.6, \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"renault 5 gtl\"}, {\"Horsepower\": 96.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 25.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"plymouth arrow gs\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1945, \"Acceleration\": 16.8, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"datsun f-10 hatchback\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3520, \"Acceleration\": 16.4, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet concours\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3425, \"Acceleration\": 16.9, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"buick skylark\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3630, \"Acceleration\": 17.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"plymouth volare custom\"}, {\"Horsepower\": 98.0, \"Weight_in_lbs\": 3525, \"Acceleration\": 19.0, \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"ford granada\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 1940, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"volkswagen rabbit custom\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2740, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 24.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"pontiac sunbird coupe\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2265, \"Acceleration\": 18.2, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"toyota corolla liftback\"}, {\"Horsepower\": 89.0, \"Weight_in_lbs\": 2755, \"Acceleration\": 15.8, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"ford mustang ii 2+2\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2051, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 30.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2075, \"Acceleration\": 15.9, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"dodge colt m/m\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"subaru dl\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2190, \"Acceleration\": 14.1, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 30.5, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"volkswagen dasher\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2815, \"Acceleration\": 14.5, \"Cylinders\": 6, \"Displacement\": 146.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"datsun 810\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2600, \"Acceleration\": 12.8, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"bmw 320i\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 21.5, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 43.1, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"volkswagen rabbit custom diesel\"}, {\"Horsepower\": 66.0, \"Weight_in_lbs\": 1800, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 36.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fiesta\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 19.4, \"Cylinders\": 4, \"Displacement\": 78.0, \"Miles_per_Gallon\": 32.8, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"mazda glc deluxe\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2070, \"Acceleration\": 18.6, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 39.4, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"datsun b210 gx\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1800, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 36.1, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"honda civic cvcc\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3535, \"Acceleration\": 19.2, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 19.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"pontiac phoenix lj\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3155, \"Acceleration\": 18.2, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"chevrolet malibu\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2965, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fairmont (auto)\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2720, \"Acceleration\": 15.4, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fairmont (man)\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3430, \"Acceleration\": 17.2, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"plymouth volare\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3210, \"Acceleration\": 17.2, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.4, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"amc concord\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3380, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 20.6, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"buick century special\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3070, \"Acceleration\": 16.7, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.8, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"mercury zephyr\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3620, \"Acceleration\": 18.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 18.6, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge aspen\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 3410, \"Acceleration\": 15.1, \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 18.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"amc concord d/l\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 3445, \"Acceleration\": 13.4, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 17.7, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"buick regal sport coupe (turbo)\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2560, \"Acceleration\": 14.2, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 27.5, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"toyota corona\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"datsun 510\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2230, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 30.9, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge omni\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2515, \"Acceleration\": 14.8, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 21.1, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"toyota celica gt liftback\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 2745, \"Acceleration\": 16.7, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 23.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"plymouth sapporo\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2855, \"Acceleration\": 17.6, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 23.8, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"oldsmobile starfire sx\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2405, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 23.9, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"datsun 200-sx\"}, {\"Horsepower\": 125.0, \"Weight_in_lbs\": 3140, \"Acceleration\": 13.6, \"Cylinders\": 6, \"Displacement\": 163.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"volvo 264gl\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2795, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 21.6, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"saab 99gle\"}, {\"Horsepower\": 133.0, \"Weight_in_lbs\": 3410, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 163.0, \"Miles_per_Gallon\": 16.2, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"peugeot 604sl\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1990, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 31.5, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"volkswagen scirocco\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2135, \"Acceleration\": 16.6, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.5, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"honda Accelerationord lx\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 3245, \"Acceleration\": 15.4, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"pontiac lemans v6\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2990, \"Acceleration\": 18.2, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 19.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"mercury zephyr 6\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2890, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 22.3, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"ford fairmont 4\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3265, \"Acceleration\": 18.2, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"amc concord dl 6\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3360, \"Acceleration\": 16.6, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.6, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"dodge aspen 6\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1925, \"Acceleration\": 14.0, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 31.9, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"vw rabbit custom\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1975, \"Acceleration\": 15.2, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 34.1, \"Origin\": \"Japan\", \"Year\": \"1979\", \"Name\": \"maxda glc deluxe\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 1915, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 35.7, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"dodge colt hatchback custom\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2670, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 27.4, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"amc spirit dl\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 3190, \"Acceleration\": 24.8, \"Cylinders\": 4, \"Displacement\": 141.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2200, \"Acceleration\": 13.2, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"plymouth horizon\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2150, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"plymouth horizon tc3\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2020, \"Acceleration\": 19.2, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 31.8, \"Origin\": \"Japan\", \"Year\": \"1979\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 69.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 37.3, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"fiat strada custom\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2670, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 28.4, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"buick skylark limited\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2595, \"Acceleration\": 11.3, \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 28.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2700, \"Acceleration\": 12.9, \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 26.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"oldsmobile omega brougham\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2556, \"Acceleration\": 13.2, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"pontiac phoenix\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 2144, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 41.5, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw rabbit\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1968, \"Acceleration\": 18.8, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 38.1, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corolla tercel\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2120, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 32.1, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2019, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 37.2, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 310\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2678, \"Acceleration\": 16.5, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2870, \"Acceleration\": 18.1, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 26.4, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"ford fairmont\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3003, \"Acceleration\": 20.1, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 24.3, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"amc concord\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3381, \"Acceleration\": 18.7, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.1, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"dodge aspen\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2188, \"Acceleration\": 15.8, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 34.3, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"audi 4000\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2711, \"Acceleration\": 15.5, \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 29.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corona liftback\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2542, \"Acceleration\": 17.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 31.3, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"mazda 626\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2434, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 510 hatchback\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2265, \"Acceleration\": 15.2, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 32.2, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2110, \"Acceleration\": 17.9, \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 46.6, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"mazda glc\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 2800, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 27.9, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"dodge colt\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2110, \"Acceleration\": 19.2, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 40.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 2085, \"Acceleration\": 21.7, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 44.3, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw rabbit c (diesel)\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 2335, \"Acceleration\": 23.7, \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 43.4, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw dasher (diesel)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 3250, \"Acceleration\": 21.8, \"Cylinders\": 4, \"Displacement\": 146.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"mercedes-benz 240d\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1850, \"Acceleration\": 13.8, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 44.6, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"honda civic 1500 gl\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 1835, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 40.9, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"renault lecar deluxe\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2145, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 33.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"subaru dl\"}, {\"Horsepower\": 62.0, \"Weight_in_lbs\": 1845, \"Acceleration\": 15.3, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 29.8, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vokswagen rabbit\"}, {\"Horsepower\": 132.0, \"Weight_in_lbs\": 2910, \"Acceleration\": 11.4, \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 32.7, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 280-zx\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2500, \"Acceleration\": 15.1, \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 35.0, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"triumph tr7 coupe\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2905, \"Acceleration\": 14.3, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 23.6, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"ford mustang cobra\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2290, \"Acceleration\": 17.0, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 32.4, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"honda Accelerationord\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2490, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth reliant\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2635, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 26.6, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"buick skylark\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2620, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 25.8, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge aries wagon (sw)\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2725, \"Acceleration\": 12.6, \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 23.5, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet 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\"Miles_per_Gallon\": 32.3, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"subaru\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1975, \"Acceleration\": 19.4, \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 62.0, \"Weight_in_lbs\": 2050, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 37.7, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota tercel\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 34.1, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda glc 4\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2215, \"Acceleration\": 14.9, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.7, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth horizon 4\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2045, \"Acceleration\": 16.2, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 34.4, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford escort 4w\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2380, \"Acceleration\": 20.7, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.9, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford escort 2h\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 2190, \"Acceleration\": 14.2, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 33.0, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"volkswagen jetta\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2320, \"Acceleration\": 15.8, \"Cylinders\": 4, \"Displacement\": 100.0, \"Miles_per_Gallon\": 34.5, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"renault 18i\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2210, \"Acceleration\": 14.4, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 33.7, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda prelude\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2350, \"Acceleration\": 16.8, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 32.4, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2615, \"Acceleration\": 14.8, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 32.9, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 200sx\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 2635, \"Acceleration\": 18.3, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 31.6, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda 626\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 3230, \"Acceleration\": 20.4, \"Cylinders\": 4, \"Displacement\": 141.0, \"Miles_per_Gallon\": 28.1, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"peugeot 505s turbo diesel\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2800, \"Acceleration\": 15.4, \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": null, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"saab 900s\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 3160, \"Acceleration\": 19.6, \"Cylinders\": 6, \"Displacement\": 145.0, \"Miles_per_Gallon\": 30.7, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"volvo diesel\"}, {\"Horsepower\": 116.0, \"Weight_in_lbs\": 2900, \"Acceleration\": 12.6, \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 25.4, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota cressida\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 2930, \"Acceleration\": 13.8, \"Cylinders\": 6, \"Displacement\": 146.0, \"Miles_per_Gallon\": 24.2, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 810 maxima\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3415, \"Acceleration\": 15.8, \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 22.4, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"buick century\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3060, \"Acceleration\": 17.1, \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford granada gl\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3465, \"Acceleration\": 16.6, \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 17.6, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chrysler lebaron salon\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2605, \"Acceleration\": 19.6, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet cavalier\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2640, \"Acceleration\": 18.6, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet cavalier wagon\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2395, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 34.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet cavalier 2-door\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2575, \"Acceleration\": 16.2, \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"pontiac j2000 se hatchback\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2525, \"Acceleration\": 16.0, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge aries se\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2735, \"Acceleration\": 18.0, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"pontiac phoenix\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2865, \"Acceleration\": 16.4, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford fairmont futura\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 3035, \"Acceleration\": 20.5, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"amc concord dl\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 1980, \"Acceleration\": 15.3, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"volkswagen rabbit l\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2025, \"Acceleration\": 18.2, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda glc custom l\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 1970, \"Acceleration\": 17.6, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda glc custom\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2125, \"Acceleration\": 14.7, \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth horizon miser\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2125, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"mercury lynx l\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2160, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"nissan stanza xe\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2205, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda Accelerationord\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2245, \"Acceleration\": 16.9, \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 34.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1965, \"Acceleration\": 15.0, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda civic\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1965, \"Acceleration\": 15.7, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda civic (auto)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1995, \"Acceleration\": 16.2, \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 310 gx\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2945, \"Acceleration\": 16.4, \"Cylinders\": 6, \"Displacement\": 181.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"buick century limited\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3015, \"Acceleration\": 17.0, \"Cylinders\": 6, \"Displacement\": 262.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"oldsmobile cutlass ciera (diesel)\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2585, \"Acceleration\": 14.5, \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chrysler lebaron medallion\"}, {\"Horsepower\": 112.0, \"Weight_in_lbs\": 2835, \"Acceleration\": 14.7, \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford granada l\"}, {\"Horsepower\": 96.0, \"Weight_in_lbs\": 2665, \"Acceleration\": 13.9, \"Cylinders\": 4, \"Displacement\": 144.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota celica gt\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2370, \"Acceleration\": 13.0, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge charger 2.2\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2950, \"Acceleration\": 17.3, \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet camaro\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2790, \"Acceleration\": 15.6, \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford mustang gl\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 24.6, \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 44.0, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"vw pickup\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2295, \"Acceleration\": 11.6, \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge rampage\"}, {\"Horsepower\": 79.0, \"Weight_in_lbs\": 2625, \"Acceleration\": 18.6, \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford ranger\"}, {\"Horsepower\": 82.0, \"Weight_in_lbs\": 2720, \"Acceleration\": 19.4, \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevy s-10\"}]}};\n", "var selector = \"#7af387a0-ce62-4dd9-85ad-1c19a69f7ac9\";\n", "var type = \"vega-lite\";\n", "\n", "var output_area = this;\n", "require(['nbextensions/jupyter-vega/index'], function(vega) {\n", " vega.render(selector, spec, type, output_area);\n", "}, function (err) {\n", " if (err.requireType !== 'scripterror') {\n", " throw(err);\n", " }\n", "});\n" ] }, "metadata": { "jupyter-vega": "#7af387a0-ce62-4dd9-85ad-1c19a69f7ac9" }, "output_type": "display_data" }, { "data": { "image/png": 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}, "metadata": { "jupyter-vega": "#7af387a0-ce62-4dd9-85ad-1c19a69f7ac9" }, "output_type": "display_data" } ], "source": [ "# Lets filter the data and include only 6 and 4 cylinders\n", "alt.Chart(filtered_df).mark_line().encode(\n", " y=alt.Y('mean(Miles_per_Gallon)', title='Average MPG'),\n", " x=alt.X('Year:T', timeUnit='year', title='Year'),\n", " color='Origin',\n", " row='Cylinders',\n", ")\n" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# Further Analysis\n", "\n", "- Wouldn't it be great if we can compare car manufacturers instead of countries?\n", "- What data do we need?\n", "- Can we get it? Let's examine our data again" ] }, { "cell_type": "code", "execution_count": 43, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [ { "data": { "text/html": [ "
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AccelerationCylindersDisplacementHorsepowerMiles_per_GallonNameOriginWeight_in_lbsYear
012.0830713018chevrolet chevelle malibuUSA35041970
111.5835016515buick skylark 320USA36931970
211.0831815018plymouth satelliteUSA34361970
312.0830415016amc rebel sstUSA34331970
410.5830214017ford torinoUSA34491970
\n", "
" ], "text/plain": [ " Acceleration Cylinders Displacement Horsepower Miles_per_Gallon \\\n", "0 12.0 8 307 130 18 \n", "1 11.5 8 350 165 15 \n", "2 11.0 8 318 150 18 \n", "3 12.0 8 304 150 16 \n", "4 10.5 8 302 140 17 \n", "\n", " Name Origin Weight_in_lbs Year \n", "0 chevrolet chevelle malibu USA 3504 1970 \n", "1 buick skylark 320 USA 3693 1970 \n", "2 plymouth satellite USA 3436 1970 \n", "3 amc rebel sst USA 3433 1970 \n", "4 ford torino USA 3449 1970 " ] }, "execution_count": 43, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cars_df.head()" ] }, { "cell_type": "code", "execution_count": 45, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [ { "data": { "text/plain": [ "0 chevrolet\n", "1 buick\n", "2 plymouth\n", "3 amc\n", "4 ford\n", "Name: Name, dtype: object" ] }, "execution_count": 45, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# lets extract the manufacturer from the name\n", "\n", "cars_df.Name.apply(lambda x:x.split()[0]).head()\n", "\n", "# Seems to work, let's assign it to the column: Manufact" ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [], "source": [ "cars_df[\"Manufact\"] = cars_df.Name.apply(lambda x:x.split()[0])" ] }, { "cell_type": "code", "execution_count": 50, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [ { "data": { "text/plain": [ "ford 53\n", "chevrolet 44\n", "plymouth 32\n", "amc 29\n", "dodge 28\n", "toyota 25\n", "datsun 23\n", "buick 17\n", "pontiac 16\n", "volkswagen 16\n", "honda 13\n", "mercury 11\n", "mazda 10\n", "oldsmobile 10\n", "peugeot 8\n", "fiat 8\n", "audi 7\n", "chrysler 6\n", "vw 6\n", "volvo 6\n", "saab 5\n", "renault 5\n", "subaru 4\n", "opel 4\n", "chevy 3\n", "cadillac 2\n", "maxda 2\n", "mercedes-benz 2\n", "bmw 2\n", "toyouta 1\n", "citroen 1\n", "mercedes 1\n", "vokswagen 1\n", "chevroelt 1\n", "hi 1\n", "nissan 1\n", "triumph 1\n", "capri 1\n", "Name: Manufact, dtype: int64" ] }, "execution_count": 50, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# let's find out who is available\n", "\n", "cars_df.Manufact.value_counts()\n", "\n", "# let's visually represent this data to see who is represented the most our data" ] }, { "cell_type": "code", "execution_count": 55, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n" ] }, "metadata": { "jupyter-vega": "#6f1de2c9-a241-4811-b3d1-4ee2c46008e3" }, "output_type": "display_data" }, { "data": { "application/javascript": [ "var spec = {\"encoding\": {\"x\": {\"type\": \"nominal\", \"field\": \"Manufact\"}, \"y\": {\"field\": \"*\", \"aggregate\": \"count\"}}, \"mark\": \"bar\", \"config\": {\"cell\": {\"height\": 350, \"width\": 500}}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v1.2.1.json\", \"data\": {\"values\": [{\"Horsepower\": 130.0, \"Weight_in_lbs\": 3504, \"Acceleration\": 12.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 307.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevrolet chevelle malibu\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 3693, \"Acceleration\": 11.5, \"Manufact\": \"buick\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"buick skylark 320\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3436, \"Acceleration\": 11.0, \"Manufact\": \"plymouth\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth satellite\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3433, \"Acceleration\": 12.0, \"Manufact\": \"amc\", \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc rebel sst\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 3449, \"Acceleration\": 10.5, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford torino\"}, {\"Horsepower\": 198.0, \"Weight_in_lbs\": 4341, \"Acceleration\": 10.0, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 429.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford galaxie 500\"}, {\"Horsepower\": 220.0, \"Weight_in_lbs\": 4354, 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\"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"toyota corolla 1600 (sw)\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 4100, \"Acceleration\": 13.0, \"Manufact\": \"buick\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"buick century 350\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3672, \"Acceleration\": 11.5, \"Manufact\": \"amc\", \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"amc matador\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 3988, \"Acceleration\": 13.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"chevrolet malibu\"}, {\"Horsepower\": 137.0, \"Weight_in_lbs\": 4042, \"Acceleration\": 14.5, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"ford gran torino\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3777, \"Acceleration\": 12.5, \"Manufact\": \"dodge\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"dodge coronet custom\"}, {\"Horsepower\": 198.0, \"Weight_in_lbs\": 4952, \"Acceleration\": 11.5, \"Manufact\": \"mercury\", \"Cylinders\": 8, \"Displacement\": 429.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"mercury marquis brougham\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4464, \"Acceleration\": 12.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"chevrolet caprice classic\"}, {\"Horsepower\": 158.0, \"Weight_in_lbs\": 4363, \"Acceleration\": 13.0, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"ford ltd\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4237, \"Acceleration\": 14.5, \"Manufact\": \"plymouth\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"plymouth fury gran sedan\"}, {\"Horsepower\": 215.0, \"Weight_in_lbs\": 4735, \"Acceleration\": 11.0, \"Manufact\": \"chrysler\", \"Cylinders\": 8, \"Displacement\": 440.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"chrysler new yorker brougham\"}, {\"Horsepower\": 225.0, \"Weight_in_lbs\": 4951, \"Acceleration\": 11.0, \"Manufact\": \"buick\", \"Cylinders\": 8, \"Displacement\": 455.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"buick electra 225 custom\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 3821, \"Acceleration\": 11.0, \"Manufact\": \"amc\", \"Cylinders\": 8, \"Displacement\": 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\"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"ford country\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 4654, \"Acceleration\": 13.0, \"Manufact\": \"plymouth\", \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"plymouth custom suburb\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 4499, \"Acceleration\": 12.5, \"Manufact\": \"oldsmobile\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"oldsmobile vista cruiser\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2789, \"Acceleration\": 15.0, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"amc gremlin\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2279, \"Acceleration\": 19.0, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 97.0, 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\"Year\": \"1973\", \"Name\": \"pontiac grand prix\"}, {\"Horsepower\": 49.0, \"Weight_in_lbs\": 1867, \"Acceleration\": 19.5, \"Manufact\": \"fiat\", \"Cylinders\": 4, \"Displacement\": 68.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1973\", \"Name\": \"fiat 128\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2158, \"Acceleration\": 15.5, \"Manufact\": \"opel\", \"Cylinders\": 4, \"Displacement\": 116.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Europe\", \"Year\": \"1973\", \"Name\": \"opel manta\"}, {\"Horsepower\": 91.0, \"Weight_in_lbs\": 2582, \"Acceleration\": 14.0, \"Manufact\": \"audi\", \"Cylinders\": 4, \"Displacement\": 114.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"Europe\", \"Year\": \"1973\", \"Name\": \"audi 100ls\"}, {\"Horsepower\": 112.0, \"Weight_in_lbs\": 2868, \"Acceleration\": 15.5, \"Manufact\": \"volvo\", \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Europe\", \"Year\": \"1973\", \"Name\": \"volvo 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95.0, \"Weight_in_lbs\": 3102, \"Acceleration\": 16.5, \"Manufact\": \"plymouth\", \"Cylinders\": 6, \"Displacement\": 198.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"plymouth duster\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2875, \"Acceleration\": 17.0, \"Manufact\": \"ford\", \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2901, \"Acceleration\": 16.0, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3336, \"Acceleration\": 17.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"chevrolet nova\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1950, \"Acceleration\": 19.0, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1974\", \"Name\": \"datsun b210\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2451, \"Acceleration\": 16.5, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1836, \"Acceleration\": 21.0, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 71.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1974\", \"Name\": \"toyota corolla 1200\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2542, \"Acceleration\": 17.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"chevrolet vega\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3781, \"Acceleration\": 17.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"chevrolet chevelle malibu classic\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3632, \"Acceleration\": 18.0, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"amc matador\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3613, \"Acceleration\": 16.5, \"Manufact\": \"plymouth\", \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"plymouth satellite sebring\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4141, \"Acceleration\": 14.0, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"ford gran torino\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4699, \"Acceleration\": 14.5, \"Manufact\": \"buick\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"buick century luxus (sw)\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4457, \"Acceleration\": 13.5, \"Manufact\": \"dodge\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"dodge coronet custom (sw)\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4638, \"Acceleration\": 16.0, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"ford gran torino (sw)\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4257, \"Acceleration\": 15.5, \"Manufact\": \"amc\", \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"amc matador (sw)\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2219, \"Acceleration\": 16.5, \"Manufact\": \"audi\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1974\", \"Name\": \"audi fox\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1963, \"Acceleration\": 15.5, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1974\", \"Name\": \"volkswagen dasher\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 14.5, \"Manufact\": \"opel\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1974\", \"Name\": \"opel manta\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 1649, \"Acceleration\": 16.5, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 76.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1974\", \"Name\": \"toyota corona\"}, {\"Horsepower\": 61.0, \"Weight_in_lbs\": 2003, \"Acceleration\": 19.0, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 83.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1974\", \"Name\": \"datsun 710\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2125, \"Acceleration\": 14.5, \"Manufact\": \"dodge\", \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"dodge colt\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2108, \"Acceleration\": 15.5, \"Manufact\": \"fiat\", \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Europe\", \"Year\": \"1974\", \"Name\": \"fiat 128\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2246, \"Acceleration\": 14.0, \"Manufact\": \"fiat\", \"Cylinders\": 4, \"Displacement\": 116.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1974\", \"Name\": \"fiat 124 tc\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2489, \"Acceleration\": 15.0, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1974\", \"Name\": \"honda civic\"}, {\"Horsepower\": 93.0, \"Weight_in_lbs\": 2391, \"Acceleration\": 15.5, \"Manufact\": \"subaru\", \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Japan\", \"Year\": \"1974\", \"Name\": \"subaru\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2000, \"Acceleration\": 16.0, \"Manufact\": \"fiat\", \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Europe\", \"Year\": \"1974\", \"Name\": \"fiat x1.9\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3264, \"Acceleration\": 16.0, \"Manufact\": \"plymouth\", \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"plymouth valiant custom\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3459, \"Acceleration\": 16.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, 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\"Year\": \"1975\", \"Name\": \"chevrolet bel air\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4498, \"Acceleration\": 14.5, \"Manufact\": \"plymouth\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"plymouth grand fury\"}, {\"Horsepower\": 148.0, \"Weight_in_lbs\": 4657, \"Acceleration\": 13.5, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"ford ltd\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3907, \"Acceleration\": 21.0, \"Manufact\": \"buick\", \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"buick century\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3897, \"Acceleration\": 18.5, \"Manufact\": \"chevroelt\", \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": 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{\"Horsepower\": 129.0, \"Weight_in_lbs\": 3169, \"Acceleration\": 12.0, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"ford mustang ii\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2171, \"Acceleration\": 16.0, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Japan\", \"Year\": \"1975\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2639, \"Acceleration\": 17.0, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2914, \"Acceleration\": 16.0, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"amc gremlin\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 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14.5, \"Manufact\": \"ford\", \"Cylinders\": 6, \"Displacement\": 171.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1937, \"Acceleration\": 14.0, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1975\", \"Name\": \"volkswagen rabbit\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3211, \"Acceleration\": 17.0, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"amc pacer\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2694, \"Acceleration\": 15.0, \"Manufact\": \"audi\", \"Cylinders\": 4, \"Displacement\": 115.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"Europe\", \"Year\": \"1975\", \"Name\": \"audi 100ls\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2957, \"Acceleration\": 17.0, \"Manufact\": \"peugeot\", \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"Europe\", \"Year\": \"1975\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 98.0, \"Weight_in_lbs\": 2945, \"Acceleration\": 14.5, \"Manufact\": \"volvo\", \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"Europe\", \"Year\": \"1975\", \"Name\": \"volvo 244dl\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2671, \"Acceleration\": 13.5, \"Manufact\": \"saab\", \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1975\", \"Name\": \"saab 99le\"}, {\"Horsepower\": 53.0, \"Weight_in_lbs\": 1795, \"Acceleration\": 17.5, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 33.0, \"Origin\": \"Japan\", \"Year\": \"1975\", \"Name\": \"honda civic cvcc\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2464, \"Acceleration\": 15.5, \"Manufact\": \"fiat\", \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"fiat 131\"}, {\"Horsepower\": 81.0, \"Weight_in_lbs\": 2220, \"Acceleration\": 16.9, \"Manufact\": \"opel\", \"Cylinders\": 4, \"Displacement\": 116.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"opel 1900\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2572, \"Acceleration\": 14.9, \"Manufact\": \"capri\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"capri ii\"}, {\"Horsepower\": 79.0, \"Weight_in_lbs\": 2255, \"Acceleration\": 17.7, \"Manufact\": \"dodge\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"dodge colt\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2202, \"Acceleration\": 15.3, \"Manufact\": \"renault\", \"Cylinders\": 4, \"Displacement\": 101.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"renault 12tl\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4215, \"Acceleration\": 13.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevrolet chevelle malibu classic\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4190, \"Acceleration\": 13.0, \"Manufact\": \"dodge\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"dodge coronet brougham\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 3962, \"Acceleration\": 13.9, \"Manufact\": \"amc\", \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"amc matador\"}, {\"Horsepower\": 152.0, \"Weight_in_lbs\": 4215, \"Acceleration\": 12.8, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 14.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford gran torino\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3233, \"Acceleration\": 15.4, \"Manufact\": \"plymouth\", \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"plymouth valiant\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3353, \"Acceleration\": 14.5, \"Manufact\": \"chevrolet\", \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevrolet nova\"}, {\"Horsepower\": 81.0, \"Weight_in_lbs\": 3012, \"Acceleration\": 17.6, \"Manufact\": \"ford\", \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3085, \"Acceleration\": 17.6, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 22.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 2035, \"Acceleration\": 22.2, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 2164, \"Acceleration\": 22.1, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 24.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevrolet woody\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1937, \"Acceleration\": 14.2, \"Manufact\": \"vw\", \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"vw rabbit\"}, {\"Horsepower\": 53.0, \"Weight_in_lbs\": 1795, \"Acceleration\": 17.4, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 33.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"honda civic\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3651, \"Acceleration\": 17.7, \"Manufact\": \"dodge\", \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"dodge aspen se\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 3574, \"Acceleration\": 21.0, \"Manufact\": \"ford\", \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford granada ghia\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3645, \"Acceleration\": 16.2, \"Manufact\": \"pontiac\", \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"pontiac ventura sj\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3193, \"Acceleration\": 17.8, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"amc pacer d/l\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1825, \"Acceleration\": 12.2, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.5, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"volkswagen rabbit\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1990, \"Acceleration\": 17.0, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"datsun b-210\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 16.4, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2565, \"Acceleration\": 13.6, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 26.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 102.0, \"Weight_in_lbs\": 3150, \"Acceleration\": 15.7, \"Manufact\": \"volvo\", \"Cylinders\": 4, \"Displacement\": 130.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"volvo 245\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3940, \"Acceleration\": 13.2, \"Manufact\": \"plymouth\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"plymouth volare premier v8\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3270, \"Acceleration\": 21.9, \"Manufact\": \"peugeot\", \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 108.0, \"Weight_in_lbs\": 2930, \"Acceleration\": 15.5, \"Manufact\": \"toyota\", \"Cylinders\": 6, \"Displacement\": 156.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"toyota mark ii\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 3820, \"Acceleration\": 16.7, \"Manufact\": \"mercedes-benz\", \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 16.5, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"mercedes-benz 280s\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 4380, \"Acceleration\": 12.1, \"Manufact\": \"cadillac\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 16.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"cadillac seville\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 4055, \"Acceleration\": 12.0, \"Manufact\": \"chevy\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevy c10\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 3870, \"Acceleration\": 15.0, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford f108\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3755, \"Acceleration\": 14.0, \"Manufact\": \"dodge\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"dodge d100\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2045, \"Acceleration\": 18.5, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 31.5, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"honda Accelerationord cvcc\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 14.8, \"Manufact\": \"buick\", \"Cylinders\": 4, \"Displacement\": 111.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"buick opel isuzu deluxe\"}, {\"Horsepower\": 58.0, \"Weight_in_lbs\": 1825, \"Acceleration\": 18.6, \"Manufact\": \"renault\", \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"renault 5 gtl\"}, {\"Horsepower\": 96.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 15.5, \"Manufact\": \"plymouth\", \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 25.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"plymouth arrow gs\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1945, \"Acceleration\": 16.8, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"datsun f-10 hatchback\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 3880, \"Acceleration\": 12.5, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet caprice classic\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 4060, \"Acceleration\": 19.0, \"Manufact\": \"oldsmobile\", \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"oldsmobile cutlass supreme\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 4140, \"Acceleration\": 13.7, \"Manufact\": \"dodge\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"dodge monaco brougham\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 4295, \"Acceleration\": 14.9, \"Manufact\": \"mercury\", \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"mercury cougar brougham\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3520, \"Acceleration\": 16.4, \"Manufact\": \"chevrolet\", \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet concours\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3425, \"Acceleration\": 16.9, \"Manufact\": \"buick\", \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"buick skylark\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3630, \"Acceleration\": 17.7, \"Manufact\": \"plymouth\", \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"plymouth volare custom\"}, {\"Horsepower\": 98.0, \"Weight_in_lbs\": 3525, \"Acceleration\": 19.0, \"Manufact\": \"ford\", \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"ford granada\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 4220, \"Acceleration\": 11.1, \"Manufact\": \"pontiac\", \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"pontiac grand prix lj\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 4165, \"Acceleration\": 11.4, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet monte carlo landau\"}, {\"Horsepower\": 190.0, \"Weight_in_lbs\": 4325, \"Acceleration\": 12.2, \"Manufact\": \"chrysler\", \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chrysler cordoba\"}, {\"Horsepower\": 149.0, \"Weight_in_lbs\": 4335, \"Acceleration\": 14.5, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"ford thunderbird\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 1940, \"Acceleration\": 14.5, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"volkswagen rabbit custom\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2740, \"Acceleration\": 16.0, \"Manufact\": \"pontiac\", \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 24.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"pontiac sunbird coupe\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2265, \"Acceleration\": 18.2, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"toyota corolla liftback\"}, {\"Horsepower\": 89.0, \"Weight_in_lbs\": 2755, \"Acceleration\": 15.8, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"ford mustang ii 2+2\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2051, \"Acceleration\": 17.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 30.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2075, \"Acceleration\": 15.9, \"Manufact\": \"dodge\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"dodge colt m/m\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 16.4, \"Manufact\": \"subaru\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"subaru dl\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2190, \"Acceleration\": 14.1, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 30.5, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"volkswagen dasher\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2815, \"Acceleration\": 14.5, \"Manufact\": \"datsun\", \"Cylinders\": 6, \"Displacement\": 146.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"datsun 810\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2600, \"Acceleration\": 12.8, \"Manufact\": \"bmw\", \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"bmw 320i\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2720, \"Acceleration\": 13.5, \"Manufact\": \"mazda\", \"Cylinders\": 3, \"Displacement\": 80.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"mazda rx-4\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 21.5, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 43.1, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"volkswagen rabbit custom diesel\"}, {\"Horsepower\": 66.0, \"Weight_in_lbs\": 1800, \"Acceleration\": 14.4, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 36.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fiesta\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 19.4, \"Manufact\": \"mazda\", \"Cylinders\": 4, \"Displacement\": 78.0, \"Miles_per_Gallon\": 32.8, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"mazda glc deluxe\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2070, \"Acceleration\": 18.6, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 39.4, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"datsun b210 gx\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1800, \"Acceleration\": 16.4, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 36.1, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"honda civic cvcc\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3365, \"Acceleration\": 15.5, \"Manufact\": \"oldsmobile\", \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 19.9, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"oldsmobile cutlass salon brougham\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 3735, \"Acceleration\": 13.2, \"Manufact\": \"dodge\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 19.4, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge diplomat\"}, {\"Horsepower\": 139.0, \"Weight_in_lbs\": 3570, \"Acceleration\": 12.8, \"Manufact\": \"mercury\", \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"mercury monarch ghia\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3535, \"Acceleration\": 19.2, \"Manufact\": \"pontiac\", \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 19.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"pontiac phoenix lj\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3155, \"Acceleration\": 18.2, \"Manufact\": \"chevrolet\", \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"chevrolet malibu\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2965, \"Acceleration\": 15.8, \"Manufact\": \"ford\", \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fairmont (auto)\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2720, \"Acceleration\": 15.4, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fairmont (man)\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3430, \"Acceleration\": 17.2, \"Manufact\": \"plymouth\", \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"plymouth volare\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3210, \"Acceleration\": 17.2, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.4, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"amc concord\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3380, \"Acceleration\": 15.8, \"Manufact\": \"buick\", \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 20.6, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"buick century special\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3070, \"Acceleration\": 16.7, \"Manufact\": \"mercury\", \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.8, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"mercury zephyr\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3620, \"Acceleration\": 18.7, \"Manufact\": \"dodge\", \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 18.6, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge aspen\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 3410, \"Acceleration\": 15.1, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 18.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"amc concord d/l\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 3425, \"Acceleration\": 13.2, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 19.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"chevrolet monte carlo landau\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 3445, \"Acceleration\": 13.4, \"Manufact\": \"buick\", \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 17.7, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"buick regal sport coupe (turbo)\"}, {\"Horsepower\": 139.0, \"Weight_in_lbs\": 3205, \"Acceleration\": 11.2, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 18.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford futura\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4080, \"Acceleration\": 13.7, \"Manufact\": \"dodge\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge magnum xe\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 16.5, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2560, \"Acceleration\": 14.2, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 27.5, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"toyota corona\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 14.7, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"datsun 510\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2230, \"Acceleration\": 14.5, \"Manufact\": \"dodge\", \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 30.9, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge omni\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2515, \"Acceleration\": 14.8, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 21.1, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"toyota celica gt liftback\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 2745, \"Acceleration\": 16.7, \"Manufact\": \"plymouth\", \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 23.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"plymouth sapporo\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2855, \"Acceleration\": 17.6, \"Manufact\": \"oldsmobile\", \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 23.8, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"oldsmobile starfire sx\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2405, \"Acceleration\": 14.9, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 23.9, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"datsun 200-sx\"}, {\"Horsepower\": 103.0, \"Weight_in_lbs\": 2830, \"Acceleration\": 15.9, \"Manufact\": \"audi\", \"Cylinders\": 5, \"Displacement\": 131.0, \"Miles_per_Gallon\": 20.3, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"audi 5000\"}, {\"Horsepower\": 125.0, \"Weight_in_lbs\": 3140, \"Acceleration\": 13.6, \"Manufact\": \"volvo\", \"Cylinders\": 6, \"Displacement\": 163.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"volvo 264gl\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2795, \"Acceleration\": 15.7, \"Manufact\": \"saab\", \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 21.6, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"saab 99gle\"}, {\"Horsepower\": 133.0, \"Weight_in_lbs\": 3410, \"Acceleration\": 15.8, \"Manufact\": \"peugeot\", \"Cylinders\": 6, \"Displacement\": 163.0, \"Miles_per_Gallon\": 16.2, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"peugeot 604sl\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1990, \"Acceleration\": 14.9, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 31.5, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"volkswagen scirocco\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2135, \"Acceleration\": 16.6, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.5, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"honda Accelerationord lx\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 3245, \"Acceleration\": 15.4, \"Manufact\": \"pontiac\", \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"pontiac lemans v6\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2990, \"Acceleration\": 18.2, \"Manufact\": \"mercury\", \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 19.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"mercury zephyr 6\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2890, \"Acceleration\": 17.3, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 22.3, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"ford fairmont 4\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3265, \"Acceleration\": 18.2, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"amc concord dl 6\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3360, \"Acceleration\": 16.6, \"Manufact\": \"dodge\", \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.6, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"dodge aspen 6\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 3840, \"Acceleration\": 15.4, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chevrolet caprice classic\"}, {\"Horsepower\": 129.0, \"Weight_in_lbs\": 3725, \"Acceleration\": 13.4, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 17.6, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"ford ltd landau\"}, {\"Horsepower\": 138.0, \"Weight_in_lbs\": 3955, \"Acceleration\": 13.2, \"Manufact\": \"mercury\", \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 16.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"mercury grand marquis\"}, {\"Horsepower\": 135.0, \"Weight_in_lbs\": 3830, \"Acceleration\": 15.2, \"Manufact\": \"dodge\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 18.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"dodge st. regis\"}, {\"Horsepower\": 155.0, \"Weight_in_lbs\": 4360, \"Acceleration\": 14.9, \"Manufact\": \"buick\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 16.9, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"buick estate wagon (sw)\"}, {\"Horsepower\": 142.0, \"Weight_in_lbs\": 4054, \"Acceleration\": 14.3, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"ford country squire (sw)\"}, {\"Horsepower\": 125.0, \"Weight_in_lbs\": 3605, \"Acceleration\": 15.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 267.0, \"Miles_per_Gallon\": 19.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chevrolet malibu classic (sw)\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3940, \"Acceleration\": 13.0, \"Manufact\": \"chrysler\", \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chrysler lebaron town @ country (sw)\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1925, \"Acceleration\": 14.0, \"Manufact\": \"vw\", \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 31.9, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"vw rabbit custom\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1975, \"Acceleration\": 15.2, \"Manufact\": \"maxda\", \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 34.1, \"Origin\": \"Japan\", \"Year\": \"1979\", \"Name\": \"maxda glc deluxe\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 1915, \"Acceleration\": 14.4, \"Manufact\": \"dodge\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 35.7, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"dodge colt hatchback custom\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2670, \"Acceleration\": 15.0, \"Manufact\": \"amc\", \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 27.4, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"amc spirit dl\"}, {\"Horsepower\": 77.0, \"Weight_in_lbs\": 3530, \"Acceleration\": 20.1, \"Manufact\": \"mercedes\", \"Cylinders\": 5, \"Displacement\": 183.0, \"Miles_per_Gallon\": 25.4, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"mercedes benz 300d\"}, {\"Horsepower\": 125.0, \"Weight_in_lbs\": 3900, \"Acceleration\": 17.4, \"Manufact\": \"cadillac\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"cadillac eldorado\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 3190, \"Acceleration\": 24.8, \"Manufact\": \"peugeot\", \"Cylinders\": 4, \"Displacement\": 141.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3420, \"Acceleration\": 22.2, \"Manufact\": \"oldsmobile\", \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 23.9, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"oldsmobile cutlass salon brougham\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2200, \"Acceleration\": 13.2, \"Manufact\": \"plymouth\", \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"plymouth horizon\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2150, \"Acceleration\": 14.9, \"Manufact\": \"plymouth\", \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"plymouth horizon tc3\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2020, \"Acceleration\": 19.2, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 31.8, \"Origin\": \"Japan\", \"Year\": \"1979\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 69.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 14.7, \"Manufact\": \"fiat\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 37.3, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"fiat strada custom\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2670, \"Acceleration\": 16.0, \"Manufact\": \"buick\", \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 28.4, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"buick skylark limited\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2595, \"Acceleration\": 11.3, \"Manufact\": \"chevrolet\", \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 28.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2700, \"Acceleration\": 12.9, \"Manufact\": \"oldsmobile\", \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 26.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"oldsmobile omega brougham\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2556, \"Acceleration\": 13.2, \"Manufact\": \"pontiac\", \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"pontiac phoenix\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 2144, \"Acceleration\": 14.7, \"Manufact\": \"vw\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 41.5, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw rabbit\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1968, \"Acceleration\": 18.8, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 38.1, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corolla tercel\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2120, \"Acceleration\": 15.5, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 32.1, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2019, \"Acceleration\": 16.4, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 37.2, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 310\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2678, \"Acceleration\": 16.5, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2870, \"Acceleration\": 18.1, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 26.4, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"ford fairmont\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3003, \"Acceleration\": 20.1, \"Manufact\": \"amc\", \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 24.3, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"amc concord\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3381, \"Acceleration\": 18.7, \"Manufact\": \"dodge\", \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.1, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"dodge aspen\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2188, \"Acceleration\": 15.8, \"Manufact\": \"audi\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 34.3, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"audi 4000\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2711, \"Acceleration\": 15.5, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 29.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corona liftback\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2542, \"Acceleration\": 17.5, \"Manufact\": \"mazda\", \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 31.3, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"mazda 626\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2434, \"Acceleration\": 15.0, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 510 hatchback\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2265, \"Acceleration\": 15.2, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 32.2, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2110, \"Acceleration\": 17.9, \"Manufact\": \"mazda\", \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 46.6, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"mazda glc\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 2800, \"Acceleration\": 14.4, \"Manufact\": \"dodge\", \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 27.9, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"dodge colt\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2110, \"Acceleration\": 19.2, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 40.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 2085, \"Acceleration\": 21.7, \"Manufact\": \"vw\", \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 44.3, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw rabbit c (diesel)\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 2335, \"Acceleration\": 23.7, \"Manufact\": \"vw\", \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 43.4, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw dasher (diesel)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2950, \"Acceleration\": 19.9, \"Manufact\": \"audi\", \"Cylinders\": 5, \"Displacement\": 121.0, \"Miles_per_Gallon\": 36.4, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"audi 5000s (diesel)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 3250, \"Acceleration\": 21.8, \"Manufact\": \"mercedes-benz\", \"Cylinders\": 4, \"Displacement\": 146.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"mercedes-benz 240d\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1850, \"Acceleration\": 13.8, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 44.6, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"honda civic 1500 gl\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 1835, \"Acceleration\": 17.3, \"Manufact\": \"renault\", \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 40.9, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"renault lecar deluxe\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2145, \"Acceleration\": 18.0, \"Manufact\": \"subaru\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 33.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"subaru dl\"}, {\"Horsepower\": 62.0, \"Weight_in_lbs\": 1845, \"Acceleration\": 15.3, \"Manufact\": \"vokswagen\", \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 29.8, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vokswagen rabbit\"}, {\"Horsepower\": 132.0, \"Weight_in_lbs\": 2910, \"Acceleration\": 11.4, \"Manufact\": \"datsun\", \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 32.7, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 280-zx\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2420, \"Acceleration\": 12.5, \"Manufact\": \"mazda\", \"Cylinders\": 3, \"Displacement\": 70.0, \"Miles_per_Gallon\": 23.7, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"mazda rx-7 gs\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2500, \"Acceleration\": 15.1, \"Manufact\": \"triumph\", \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 35.0, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"triumph tr7 coupe\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2905, \"Acceleration\": 14.3, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 23.6, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"ford mustang cobra\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2290, \"Acceleration\": 17.0, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 32.4, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"honda Accelerationord\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2490, \"Acceleration\": 15.7, \"Manufact\": \"plymouth\", \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth reliant\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2635, \"Acceleration\": 16.4, \"Manufact\": \"buick\", \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 26.6, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"buick skylark\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2620, \"Acceleration\": 14.4, \"Manufact\": \"dodge\", \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 25.8, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge aries wagon (sw)\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2725, \"Acceleration\": 12.6, \"Manufact\": \"chevrolet\", \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 23.5, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2385, \"Acceleration\": 12.9, \"Manufact\": \"plymouth\", \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth reliant\"}, {\"Horsepower\": 58.0, \"Weight_in_lbs\": 1755, \"Acceleration\": 16.9, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 39.1, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota starlet\"}, {\"Horsepower\": 64.0, \"Weight_in_lbs\": 1875, \"Acceleration\": 16.4, \"Manufact\": \"plymouth\", \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 39.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth champ\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1760, \"Acceleration\": 16.1, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 81.0, \"Miles_per_Gallon\": 35.1, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda civic 1300\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2065, \"Acceleration\": 17.8, \"Manufact\": \"subaru\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 32.3, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"subaru\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1975, \"Acceleration\": 19.4, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 62.0, \"Weight_in_lbs\": 2050, \"Acceleration\": 17.3, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 37.7, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota tercel\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 16.0, \"Manufact\": \"mazda\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 34.1, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda glc 4\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2215, \"Acceleration\": 14.9, \"Manufact\": \"plymouth\", \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.7, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth horizon 4\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2045, \"Acceleration\": 16.2, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 34.4, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford escort 4w\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2380, \"Acceleration\": 20.7, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.9, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford escort 2h\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 2190, \"Acceleration\": 14.2, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 33.0, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"volkswagen jetta\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2320, \"Acceleration\": 15.8, \"Manufact\": \"renault\", \"Cylinders\": 4, \"Displacement\": 100.0, \"Miles_per_Gallon\": 34.5, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"renault 18i\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2210, \"Acceleration\": 14.4, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 33.7, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda prelude\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2350, \"Acceleration\": 16.8, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 32.4, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2615, \"Acceleration\": 14.8, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 32.9, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 200sx\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 2635, \"Acceleration\": 18.3, \"Manufact\": \"mazda\", \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 31.6, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda 626\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 3230, \"Acceleration\": 20.4, \"Manufact\": \"peugeot\", \"Cylinders\": 4, \"Displacement\": 141.0, \"Miles_per_Gallon\": 28.1, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"peugeot 505s turbo diesel\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2800, \"Acceleration\": 15.4, \"Manufact\": \"saab\", \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": null, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"saab 900s\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 3160, \"Acceleration\": 19.6, \"Manufact\": \"volvo\", \"Cylinders\": 6, \"Displacement\": 145.0, \"Miles_per_Gallon\": 30.7, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"volvo diesel\"}, {\"Horsepower\": 116.0, \"Weight_in_lbs\": 2900, \"Acceleration\": 12.6, \"Manufact\": \"toyota\", \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 25.4, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota cressida\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 2930, \"Acceleration\": 13.8, \"Manufact\": \"datsun\", \"Cylinders\": 6, \"Displacement\": 146.0, \"Miles_per_Gallon\": 24.2, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 810 maxima\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3415, \"Acceleration\": 15.8, \"Manufact\": \"buick\", \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 22.4, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"buick century\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3725, \"Acceleration\": 19.0, \"Manufact\": \"oldsmobile\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 26.6, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"oldsmobile cutlass ls\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3060, \"Acceleration\": 17.1, \"Manufact\": \"ford\", \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford granada gl\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3465, \"Acceleration\": 16.6, \"Manufact\": \"chrysler\", \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 17.6, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chrysler lebaron salon\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2605, \"Acceleration\": 19.6, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet cavalier\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2640, \"Acceleration\": 18.6, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet cavalier wagon\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2395, \"Acceleration\": 18.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 34.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet cavalier 2-door\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2575, \"Acceleration\": 16.2, \"Manufact\": \"pontiac\", \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"pontiac j2000 se hatchback\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2525, \"Acceleration\": 16.0, \"Manufact\": \"dodge\", \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge aries se\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2735, \"Acceleration\": 18.0, \"Manufact\": \"pontiac\", \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"pontiac phoenix\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2865, \"Acceleration\": 16.4, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford fairmont futura\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 3035, \"Acceleration\": 20.5, \"Manufact\": \"amc\", \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"amc concord dl\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 1980, \"Acceleration\": 15.3, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"volkswagen rabbit l\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2025, \"Acceleration\": 18.2, \"Manufact\": \"mazda\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda glc custom l\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 1970, \"Acceleration\": 17.6, \"Manufact\": \"mazda\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda glc custom\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2125, \"Acceleration\": 14.7, \"Manufact\": \"plymouth\", \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth horizon miser\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2125, \"Acceleration\": 17.3, \"Manufact\": \"mercury\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"mercury lynx l\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2160, \"Acceleration\": 14.5, \"Manufact\": \"nissan\", \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"nissan stanza xe\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2205, \"Acceleration\": 14.5, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda Accelerationord\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2245, \"Acceleration\": 16.9, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 34.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1965, \"Acceleration\": 15.0, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda civic\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1965, \"Acceleration\": 15.7, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda civic (auto)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1995, \"Acceleration\": 16.2, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 310 gx\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2945, \"Acceleration\": 16.4, \"Manufact\": \"buick\", \"Cylinders\": 6, \"Displacement\": 181.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"buick century limited\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3015, \"Acceleration\": 17.0, \"Manufact\": \"oldsmobile\", \"Cylinders\": 6, \"Displacement\": 262.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"oldsmobile cutlass ciera (diesel)\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2585, \"Acceleration\": 14.5, \"Manufact\": \"chrysler\", \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chrysler lebaron medallion\"}, {\"Horsepower\": 112.0, \"Weight_in_lbs\": 2835, \"Acceleration\": 14.7, \"Manufact\": \"ford\", \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford granada l\"}, {\"Horsepower\": 96.0, \"Weight_in_lbs\": 2665, \"Acceleration\": 13.9, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 144.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota celica gt\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2370, \"Acceleration\": 13.0, \"Manufact\": \"dodge\", \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge charger 2.2\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2950, \"Acceleration\": 17.3, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet camaro\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2790, \"Acceleration\": 15.6, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford mustang gl\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 24.6, \"Manufact\": \"vw\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 44.0, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"vw pickup\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2295, \"Acceleration\": 11.6, \"Manufact\": \"dodge\", \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge rampage\"}, {\"Horsepower\": 79.0, \"Weight_in_lbs\": 2625, \"Acceleration\": 18.6, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford ranger\"}, {\"Horsepower\": 82.0, \"Weight_in_lbs\": 2720, \"Acceleration\": 19.4, \"Manufact\": \"chevy\", \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevy s-10\"}]}};\n", "var selector = \"#6f1de2c9-a241-4811-b3d1-4ee2c46008e3\";\n", "var type = \"vega-lite\";\n", "\n", "var output_area = this;\n", "require(['nbextensions/jupyter-vega/index'], function(vega) {\n", " vega.render(selector, spec, type, output_area);\n", "}, function (err) {\n", " if (err.requireType !== 'scripterror') {\n", " throw(err);\n", " }\n", "});\n" ] }, "metadata": { "jupyter-vega": "#6f1de2c9-a241-4811-b3d1-4ee2c46008e3" }, "output_type": "display_data" }, { "data": { "image/png": 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" }, "metadata": { "jupyter-vega": "#6f1de2c9-a241-4811-b3d1-4ee2c46008e3" }, "output_type": "display_data" } ], "source": [ "alt.Chart(cars_df).mark_bar().encode(\n", " x='Manufact',\n", " y='count(*)',\n", ")\n", "\n", "# Let's breakdown the cars by cylinders" ] }, { "cell_type": "code", "execution_count": 57, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n" ] }, "metadata": { "jupyter-vega": "#c4da383b-0dbe-4b11-9b90-e3818ff4a2e1" }, "output_type": "display_data" }, { "data": { "application/javascript": [ "var spec = {\"encoding\": {\"color\": {\"type\": \"nominal\", \"field\": \"Cylinders\"}, \"x\": {\"type\": \"nominal\", \"field\": \"Manufact\"}, \"y\": {\"field\": \"*\", \"aggregate\": \"count\"}}, \"mark\": \"bar\", \"config\": {\"cell\": {\"height\": 350, \"width\": 500}}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v1.2.1.json\", \"data\": {\"values\": [{\"Horsepower\": 130.0, \"Weight_in_lbs\": 3504, \"Acceleration\": 12.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 307.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevrolet chevelle malibu\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 3693, \"Acceleration\": 11.5, \"Manufact\": \"buick\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"buick skylark 320\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3436, \"Acceleration\": 11.0, \"Manufact\": \"plymouth\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth satellite\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3433, \"Acceleration\": 12.0, \"Manufact\": \"amc\", \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc rebel sst\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 3449, \"Acceleration\": 10.5, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford torino\"}, {\"Horsepower\": 198.0, \"Weight_in_lbs\": 4341, \"Acceleration\": 10.0, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 429.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford galaxie 500\"}, {\"Horsepower\": 220.0, \"Weight_in_lbs\": 4354, \"Acceleration\": 9.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 454.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevrolet impala\"}, {\"Horsepower\": 215.0, \"Weight_in_lbs\": 4312, \"Acceleration\": 8.5, \"Manufact\": \"plymouth\", \"Cylinders\": 8, \"Displacement\": 440.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth fury iii\"}, {\"Horsepower\": 225.0, \"Weight_in_lbs\": 4425, \"Acceleration\": 10.0, \"Manufact\": \"pontiac\", \"Cylinders\": 8, \"Displacement\": 455.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"pontiac catalina\"}, {\"Horsepower\": 190.0, \"Weight_in_lbs\": 3850, \"Acceleration\": 8.5, \"Manufact\": \"amc\", \"Cylinders\": 8, \"Displacement\": 390.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc ambassador dpl\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 3090, \"Acceleration\": 17.5, \"Manufact\": \"citroen\", \"Cylinders\": 4, \"Displacement\": 133.0, \"Miles_per_Gallon\": null, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"citroen ds-21 pallas\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 4142, \"Acceleration\": 11.5, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevrolet chevelle concours (sw)\"}, {\"Horsepower\": 153.0, \"Weight_in_lbs\": 4034, \"Acceleration\": 11.0, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford torino (sw)\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 4166, \"Acceleration\": 10.5, \"Manufact\": \"plymouth\", \"Cylinders\": 8, \"Displacement\": 383.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth satellite (sw)\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 3850, \"Acceleration\": 11.0, \"Manufact\": \"amc\", \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc rebel sst (sw)\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 3563, \"Acceleration\": 10.0, \"Manufact\": \"dodge\", \"Cylinders\": 8, \"Displacement\": 383.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"dodge challenger se\"}, {\"Horsepower\": 160.0, \"Weight_in_lbs\": 3609, \"Acceleration\": 8.0, \"Manufact\": \"plymouth\", \"Cylinders\": 8, \"Displacement\": 340.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth 'cuda 340\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 3353, \"Acceleration\": 8.0, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford mustang boss 302\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3761, \"Acceleration\": 9.5, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevrolet monte carlo\"}, {\"Horsepower\": 225.0, \"Weight_in_lbs\": 3086, \"Acceleration\": 10.0, \"Manufact\": \"buick\", \"Cylinders\": 8, \"Displacement\": 455.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"buick estate wagon (sw)\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2372, \"Acceleration\": 15.0, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 113.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1970\", \"Name\": \"toyota corona mark ii\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2833, \"Acceleration\": 15.5, \"Manufact\": \"plymouth\", \"Cylinders\": 6, \"Displacement\": 198.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth duster\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2774, \"Acceleration\": 15.5, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 199.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2587, \"Acceleration\": 16.0, \"Manufact\": \"ford\", \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 14.5, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Japan\", \"Year\": \"1970\", \"Name\": \"datsun pl510\"}, {\"Horsepower\": 46.0, \"Weight_in_lbs\": 1835, \"Acceleration\": 20.5, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"volkswagen 1131 deluxe sedan\"}, {\"Horsepower\": 87.0, \"Weight_in_lbs\": 2672, \"Acceleration\": 17.5, \"Manufact\": \"peugeot\", \"Cylinders\": 4, \"Displacement\": 110.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2430, \"Acceleration\": 14.5, \"Manufact\": \"audi\", \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"audi 100 ls\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2375, \"Acceleration\": 17.5, \"Manufact\": \"saab\", \"Cylinders\": 4, \"Displacement\": 104.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"saab 99e\"}, {\"Horsepower\": 113.0, \"Weight_in_lbs\": 2234, \"Acceleration\": 12.5, \"Manufact\": \"bmw\", \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"bmw 2002\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2648, \"Acceleration\": 15.0, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 199.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc gremlin\"}, {\"Horsepower\": 215.0, \"Weight_in_lbs\": 4615, \"Acceleration\": 14.0, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": 10.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford f250\"}, {\"Horsepower\": 200.0, \"Weight_in_lbs\": 4376, \"Acceleration\": 15.0, \"Manufact\": \"chevy\", \"Cylinders\": 8, \"Displacement\": 307.0, \"Miles_per_Gallon\": 10.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevy c20\"}, {\"Horsepower\": 210.0, \"Weight_in_lbs\": 4382, \"Acceleration\": 13.5, \"Manufact\": \"dodge\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 11.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"dodge d200\"}, {\"Horsepower\": 193.0, \"Weight_in_lbs\": 4732, \"Acceleration\": 18.5, \"Manufact\": \"hi\", \"Cylinders\": 8, 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14.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"pontiac catalina brougham\"}, {\"Horsepower\": 153.0, \"Weight_in_lbs\": 4154, \"Acceleration\": 13.5, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"ford galaxie 500\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4096, \"Acceleration\": 13.0, \"Manufact\": \"plymouth\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"plymouth fury iii\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 4955, \"Acceleration\": 11.5, \"Manufact\": \"dodge\", \"Cylinders\": 8, \"Displacement\": 383.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"dodge monaco (sw)\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 4746, \"Acceleration\": 12.0, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"ford country squire (sw)\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 5140, \"Acceleration\": 12.0, \"Manufact\": \"pontiac\", \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"pontiac safari (sw)\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2962, \"Acceleration\": 13.5, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"amc hornet sportabout (sw)\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2408, \"Acceleration\": 19.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"chevrolet vega (sw)\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3282, \"Acceleration\": 15.0, \"Manufact\": \"pontiac\", \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"pontiac firebird\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3139, \"Acceleration\": 14.5, \"Manufact\": \"ford\", \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"ford mustang\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2220, \"Acceleration\": 14.0, \"Manufact\": \"mercury\", \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"mercury capri 2000\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2123, \"Acceleration\": 14.0, \"Manufact\": \"opel\", \"Cylinders\": 4, \"Displacement\": 116.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"opel 1900\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2074, \"Acceleration\": 19.5, \"Manufact\": \"peugeot\", \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"peugeot 304\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 2065, \"Acceleration\": 14.5, \"Manufact\": \"fiat\", \"Cylinders\": 4, \"Displacement\": 88.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"fiat 124b\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1773, \"Acceleration\": 19.0, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 71.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1971\", \"Name\": \"toyota corolla 1200\"}, {\"Horsepower\": 69.0, \"Weight_in_lbs\": 1613, \"Acceleration\": 18.0, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 72.0, \"Miles_per_Gallon\": 35.0, \"Origin\": \"Japan\", \"Year\": \"1971\", \"Name\": \"datsun 1200\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1834, \"Acceleration\": 19.0, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"volkswagen 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150.0, \"Weight_in_lbs\": 4135, \"Acceleration\": 13.5, \"Manufact\": \"plymouth\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"plymouth fury iii\"}, {\"Horsepower\": 153.0, \"Weight_in_lbs\": 4129, \"Acceleration\": 13.0, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"ford galaxie 500\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3672, \"Acceleration\": 11.5, \"Manufact\": \"amc\", \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"amc ambassador sst\"}, {\"Horsepower\": 208.0, \"Weight_in_lbs\": 4633, \"Acceleration\": 11.0, \"Manufact\": \"mercury\", \"Cylinders\": 8, \"Displacement\": 429.0, \"Miles_per_Gallon\": 11.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"mercury marquis\"}, {\"Horsepower\": 155.0, 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88.0, \"Weight_in_lbs\": 2100, \"Acceleration\": 16.5, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"toyota corolla 1600 (sw)\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 4100, \"Acceleration\": 13.0, \"Manufact\": \"buick\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"buick century 350\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3672, \"Acceleration\": 11.5, \"Manufact\": \"amc\", \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"amc matador\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 3988, \"Acceleration\": 13.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"chevrolet malibu\"}, {\"Horsepower\": 137.0, 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\"Weight_in_lbs\": 4363, \"Acceleration\": 13.0, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"ford ltd\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4237, \"Acceleration\": 14.5, \"Manufact\": \"plymouth\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"plymouth fury gran sedan\"}, {\"Horsepower\": 215.0, \"Weight_in_lbs\": 4735, \"Acceleration\": 11.0, \"Manufact\": \"chrysler\", \"Cylinders\": 8, \"Displacement\": 440.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"chrysler new yorker brougham\"}, {\"Horsepower\": 225.0, \"Weight_in_lbs\": 4951, \"Acceleration\": 11.0, \"Manufact\": \"buick\", \"Cylinders\": 8, \"Displacement\": 455.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"buick electra 225 custom\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 3821, \"Acceleration\": 11.0, \"Manufact\": \"amc\", \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"amc ambassador brougham\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3121, \"Acceleration\": 16.5, \"Manufact\": \"plymouth\", \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"plymouth valiant\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3278, \"Acceleration\": 18.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"chevrolet nova custom\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2945, \"Acceleration\": 16.0, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 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\"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"oldsmobile omega\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3102, \"Acceleration\": 16.5, \"Manufact\": \"plymouth\", \"Cylinders\": 6, \"Displacement\": 198.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"plymouth duster\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2875, \"Acceleration\": 17.0, \"Manufact\": \"ford\", \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2901, \"Acceleration\": 16.0, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3336, \"Acceleration\": 17.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": 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\"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1974\", \"Name\": \"honda civic\"}, {\"Horsepower\": 93.0, \"Weight_in_lbs\": 2391, \"Acceleration\": 15.5, \"Manufact\": \"subaru\", \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Japan\", \"Year\": \"1974\", \"Name\": \"subaru\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2000, \"Acceleration\": 16.0, \"Manufact\": \"fiat\", \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Europe\", \"Year\": \"1974\", \"Name\": \"fiat x1.9\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3264, \"Acceleration\": 16.0, \"Manufact\": \"plymouth\", \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"plymouth valiant custom\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3459, \"Acceleration\": 16.0, \"Manufact\": \"chevrolet\", 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\"Displacement\": 350.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"chevrolet bel air\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4498, \"Acceleration\": 14.5, \"Manufact\": \"plymouth\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"plymouth grand fury\"}, {\"Horsepower\": 148.0, \"Weight_in_lbs\": 4657, \"Acceleration\": 13.5, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"ford ltd\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3907, \"Acceleration\": 21.0, \"Manufact\": \"buick\", \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"buick century\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3897, \"Acceleration\": 18.5, \"Manufact\": \"chevroelt\", \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"chevroelt chevelle malibu\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3730, \"Acceleration\": 19.0, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"amc matador\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3785, \"Acceleration\": 19.0, \"Manufact\": \"plymouth\", \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"plymouth fury\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3039, \"Acceleration\": 15.0, \"Manufact\": \"buick\", \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"buick skyhawk\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3221, \"Acceleration\": 13.5, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 262.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"chevrolet monza 2+2\"}, {\"Horsepower\": 129.0, \"Weight_in_lbs\": 3169, \"Acceleration\": 12.0, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"ford mustang ii\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2171, \"Acceleration\": 16.0, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Japan\", \"Year\": \"1975\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2639, \"Acceleration\": 17.0, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2914, \"Acceleration\": 16.0, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"amc gremlin\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2592, \"Acceleration\": 18.5, \"Manufact\": \"pontiac\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"pontiac astro\"}, {\"Horsepower\": 96.0, \"Weight_in_lbs\": 2702, \"Acceleration\": 13.5, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1975\", \"Name\": \"toyota corona\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 2223, \"Acceleration\": 16.5, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1975\", \"Name\": \"volkswagen dasher\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2545, \"Acceleration\": 17.0, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1975\", \"Name\": 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\"Weight_in_lbs\": 2957, \"Acceleration\": 17.0, \"Manufact\": \"peugeot\", \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"Europe\", \"Year\": \"1975\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 98.0, \"Weight_in_lbs\": 2945, \"Acceleration\": 14.5, \"Manufact\": \"volvo\", \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"Europe\", \"Year\": \"1975\", \"Name\": \"volvo 244dl\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2671, \"Acceleration\": 13.5, \"Manufact\": \"saab\", \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1975\", \"Name\": \"saab 99le\"}, {\"Horsepower\": 53.0, \"Weight_in_lbs\": 1795, \"Acceleration\": 17.5, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 33.0, \"Origin\": \"Japan\", \"Year\": \"1975\", \"Name\": \"honda civic cvcc\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2464, 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\"Cylinders\": 4, \"Displacement\": 101.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"renault 12tl\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4215, \"Acceleration\": 13.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevrolet chevelle malibu classic\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4190, \"Acceleration\": 13.0, \"Manufact\": \"dodge\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"dodge coronet brougham\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 3962, \"Acceleration\": 13.9, \"Manufact\": \"amc\", \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"amc matador\"}, {\"Horsepower\": 152.0, \"Weight_in_lbs\": 4215, \"Acceleration\": 12.8, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 14.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford gran torino\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3233, \"Acceleration\": 15.4, \"Manufact\": \"plymouth\", \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"plymouth valiant\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3353, \"Acceleration\": 14.5, \"Manufact\": \"chevrolet\", \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevrolet nova\"}, {\"Horsepower\": 81.0, \"Weight_in_lbs\": 3012, \"Acceleration\": 17.6, \"Manufact\": \"ford\", \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3085, \"Acceleration\": 17.6, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 22.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 2035, \"Acceleration\": 22.2, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 2164, \"Acceleration\": 22.1, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 24.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevrolet woody\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1937, \"Acceleration\": 14.2, \"Manufact\": \"vw\", \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"vw rabbit\"}, {\"Horsepower\": 53.0, \"Weight_in_lbs\": 1795, \"Acceleration\": 17.4, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 33.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"honda civic\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3651, \"Acceleration\": 17.7, \"Manufact\": \"dodge\", \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"dodge aspen se\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 3574, \"Acceleration\": 21.0, \"Manufact\": \"ford\", \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford granada ghia\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3645, \"Acceleration\": 16.2, \"Manufact\": \"pontiac\", \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"pontiac ventura sj\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3193, \"Acceleration\": 17.8, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"amc pacer d/l\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1825, \"Acceleration\": 12.2, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.5, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"volkswagen rabbit\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1990, \"Acceleration\": 17.0, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"datsun b-210\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 16.4, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2565, \"Acceleration\": 13.6, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 26.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 102.0, \"Weight_in_lbs\": 3150, \"Acceleration\": 15.7, \"Manufact\": \"volvo\", \"Cylinders\": 4, \"Displacement\": 130.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"volvo 245\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3940, \"Acceleration\": 13.2, \"Manufact\": \"plymouth\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"plymouth volare premier v8\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3270, \"Acceleration\": 21.9, \"Manufact\": \"peugeot\", \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 108.0, \"Weight_in_lbs\": 2930, \"Acceleration\": 15.5, \"Manufact\": \"toyota\", \"Cylinders\": 6, \"Displacement\": 156.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"toyota mark ii\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 3820, \"Acceleration\": 16.7, \"Manufact\": \"mercedes-benz\", \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 16.5, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"mercedes-benz 280s\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 4380, \"Acceleration\": 12.1, \"Manufact\": \"cadillac\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 16.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"cadillac seville\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 4055, \"Acceleration\": 12.0, \"Manufact\": \"chevy\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevy c10\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 3870, \"Acceleration\": 15.0, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford f108\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3755, \"Acceleration\": 14.0, \"Manufact\": \"dodge\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"dodge d100\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2045, \"Acceleration\": 18.5, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 31.5, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"honda Accelerationord cvcc\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 14.8, \"Manufact\": \"buick\", \"Cylinders\": 4, \"Displacement\": 111.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"buick opel isuzu deluxe\"}, {\"Horsepower\": 58.0, \"Weight_in_lbs\": 1825, \"Acceleration\": 18.6, \"Manufact\": \"renault\", \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"renault 5 gtl\"}, {\"Horsepower\": 96.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 15.5, \"Manufact\": \"plymouth\", \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 25.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"plymouth arrow gs\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1945, \"Acceleration\": 16.8, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"datsun f-10 hatchback\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 3880, \"Acceleration\": 12.5, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet caprice classic\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 4060, \"Acceleration\": 19.0, \"Manufact\": \"oldsmobile\", \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"oldsmobile cutlass supreme\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 4140, \"Acceleration\": 13.7, \"Manufact\": \"dodge\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"dodge monaco brougham\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 4295, \"Acceleration\": 14.9, \"Manufact\": \"mercury\", \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"mercury cougar brougham\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3520, \"Acceleration\": 16.4, \"Manufact\": \"chevrolet\", \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet concours\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3425, \"Acceleration\": 16.9, \"Manufact\": \"buick\", \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"buick skylark\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3630, \"Acceleration\": 17.7, \"Manufact\": \"plymouth\", \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"plymouth volare custom\"}, {\"Horsepower\": 98.0, \"Weight_in_lbs\": 3525, \"Acceleration\": 19.0, \"Manufact\": \"ford\", \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"ford granada\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 4220, \"Acceleration\": 11.1, \"Manufact\": \"pontiac\", \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"pontiac grand prix lj\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 4165, \"Acceleration\": 11.4, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet monte carlo landau\"}, {\"Horsepower\": 190.0, \"Weight_in_lbs\": 4325, \"Acceleration\": 12.2, \"Manufact\": \"chrysler\", \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chrysler cordoba\"}, {\"Horsepower\": 149.0, \"Weight_in_lbs\": 4335, \"Acceleration\": 14.5, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"ford thunderbird\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 1940, \"Acceleration\": 14.5, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"volkswagen rabbit custom\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2740, \"Acceleration\": 16.0, \"Manufact\": \"pontiac\", \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 24.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"pontiac sunbird coupe\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2265, \"Acceleration\": 18.2, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"toyota corolla liftback\"}, {\"Horsepower\": 89.0, \"Weight_in_lbs\": 2755, \"Acceleration\": 15.8, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"ford mustang ii 2+2\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2051, \"Acceleration\": 17.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 30.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2075, \"Acceleration\": 15.9, \"Manufact\": \"dodge\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"dodge colt m/m\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 16.4, \"Manufact\": \"subaru\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"subaru dl\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2190, \"Acceleration\": 14.1, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 30.5, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"volkswagen dasher\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2815, \"Acceleration\": 14.5, \"Manufact\": \"datsun\", \"Cylinders\": 6, \"Displacement\": 146.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"datsun 810\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2600, \"Acceleration\": 12.8, \"Manufact\": \"bmw\", \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"bmw 320i\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2720, \"Acceleration\": 13.5, \"Manufact\": \"mazda\", \"Cylinders\": 3, \"Displacement\": 80.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"mazda rx-4\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 21.5, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 43.1, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"volkswagen rabbit custom diesel\"}, {\"Horsepower\": 66.0, \"Weight_in_lbs\": 1800, \"Acceleration\": 14.4, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 36.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fiesta\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 19.4, \"Manufact\": \"mazda\", \"Cylinders\": 4, \"Displacement\": 78.0, \"Miles_per_Gallon\": 32.8, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"mazda glc deluxe\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2070, \"Acceleration\": 18.6, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 39.4, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"datsun b210 gx\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1800, \"Acceleration\": 16.4, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 36.1, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"honda civic cvcc\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3365, \"Acceleration\": 15.5, \"Manufact\": \"oldsmobile\", \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 19.9, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"oldsmobile cutlass salon brougham\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 3735, \"Acceleration\": 13.2, \"Manufact\": \"dodge\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 19.4, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge diplomat\"}, {\"Horsepower\": 139.0, \"Weight_in_lbs\": 3570, \"Acceleration\": 12.8, \"Manufact\": \"mercury\", \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"mercury monarch ghia\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3535, \"Acceleration\": 19.2, \"Manufact\": \"pontiac\", \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 19.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"pontiac phoenix lj\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3155, \"Acceleration\": 18.2, \"Manufact\": \"chevrolet\", \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"chevrolet malibu\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2965, \"Acceleration\": 15.8, \"Manufact\": \"ford\", \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fairmont (auto)\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2720, \"Acceleration\": 15.4, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fairmont (man)\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3430, \"Acceleration\": 17.2, \"Manufact\": \"plymouth\", \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"plymouth volare\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3210, \"Acceleration\": 17.2, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.4, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"amc concord\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3380, \"Acceleration\": 15.8, \"Manufact\": \"buick\", \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 20.6, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"buick century special\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3070, \"Acceleration\": 16.7, \"Manufact\": \"mercury\", \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.8, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"mercury zephyr\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3620, \"Acceleration\": 18.7, \"Manufact\": \"dodge\", \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 18.6, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge aspen\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 3410, \"Acceleration\": 15.1, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 18.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"amc concord d/l\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 3425, \"Acceleration\": 13.2, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 19.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"chevrolet monte carlo landau\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 3445, \"Acceleration\": 13.4, \"Manufact\": \"buick\", \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 17.7, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"buick regal sport coupe (turbo)\"}, {\"Horsepower\": 139.0, \"Weight_in_lbs\": 3205, \"Acceleration\": 11.2, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 18.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford futura\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4080, \"Acceleration\": 13.7, \"Manufact\": \"dodge\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge magnum xe\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 16.5, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2560, \"Acceleration\": 14.2, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 27.5, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"toyota corona\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 14.7, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"datsun 510\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2230, \"Acceleration\": 14.5, \"Manufact\": \"dodge\", \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 30.9, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge omni\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2515, \"Acceleration\": 14.8, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 21.1, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"toyota celica gt liftback\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 2745, \"Acceleration\": 16.7, \"Manufact\": \"plymouth\", \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 23.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"plymouth sapporo\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2855, \"Acceleration\": 17.6, \"Manufact\": \"oldsmobile\", \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 23.8, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"oldsmobile starfire sx\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2405, \"Acceleration\": 14.9, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 23.9, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"datsun 200-sx\"}, {\"Horsepower\": 103.0, \"Weight_in_lbs\": 2830, \"Acceleration\": 15.9, \"Manufact\": \"audi\", \"Cylinders\": 5, \"Displacement\": 131.0, \"Miles_per_Gallon\": 20.3, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"audi 5000\"}, {\"Horsepower\": 125.0, \"Weight_in_lbs\": 3140, \"Acceleration\": 13.6, \"Manufact\": \"volvo\", \"Cylinders\": 6, \"Displacement\": 163.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"volvo 264gl\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2795, \"Acceleration\": 15.7, \"Manufact\": \"saab\", \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 21.6, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"saab 99gle\"}, {\"Horsepower\": 133.0, \"Weight_in_lbs\": 3410, \"Acceleration\": 15.8, \"Manufact\": \"peugeot\", \"Cylinders\": 6, \"Displacement\": 163.0, \"Miles_per_Gallon\": 16.2, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"peugeot 604sl\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1990, \"Acceleration\": 14.9, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 31.5, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"volkswagen scirocco\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2135, \"Acceleration\": 16.6, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.5, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"honda Accelerationord lx\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 3245, \"Acceleration\": 15.4, \"Manufact\": \"pontiac\", \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"pontiac lemans v6\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2990, \"Acceleration\": 18.2, \"Manufact\": \"mercury\", \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 19.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"mercury zephyr 6\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2890, \"Acceleration\": 17.3, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 22.3, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"ford fairmont 4\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3265, \"Acceleration\": 18.2, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"amc concord dl 6\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3360, \"Acceleration\": 16.6, \"Manufact\": \"dodge\", \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.6, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"dodge aspen 6\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 3840, \"Acceleration\": 15.4, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chevrolet caprice classic\"}, {\"Horsepower\": 129.0, \"Weight_in_lbs\": 3725, \"Acceleration\": 13.4, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 17.6, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"ford ltd landau\"}, {\"Horsepower\": 138.0, \"Weight_in_lbs\": 3955, \"Acceleration\": 13.2, \"Manufact\": \"mercury\", \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 16.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"mercury grand 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{\"Horsepower\": 90.0, \"Weight_in_lbs\": 3420, \"Acceleration\": 22.2, \"Manufact\": \"oldsmobile\", \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 23.9, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"oldsmobile cutlass salon brougham\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2200, \"Acceleration\": 13.2, \"Manufact\": \"plymouth\", \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"plymouth horizon\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2150, \"Acceleration\": 14.9, \"Manufact\": \"plymouth\", \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"plymouth horizon tc3\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2020, \"Acceleration\": 19.2, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 31.8, \"Origin\": \"Japan\", \"Year\": \"1979\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 69.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 14.7, \"Manufact\": \"fiat\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 37.3, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"fiat strada custom\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2670, \"Acceleration\": 16.0, \"Manufact\": \"buick\", \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 28.4, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"buick skylark limited\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2595, \"Acceleration\": 11.3, \"Manufact\": \"chevrolet\", \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 28.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2700, \"Acceleration\": 12.9, \"Manufact\": \"oldsmobile\", \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 26.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"oldsmobile omega brougham\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2556, \"Acceleration\": 13.2, \"Manufact\": \"pontiac\", \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"pontiac phoenix\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 2144, \"Acceleration\": 14.7, \"Manufact\": \"vw\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 41.5, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw rabbit\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1968, \"Acceleration\": 18.8, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 38.1, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corolla tercel\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2120, \"Acceleration\": 15.5, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 32.1, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2019, \"Acceleration\": 16.4, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 37.2, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 310\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2678, \"Acceleration\": 16.5, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2870, \"Acceleration\": 18.1, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 26.4, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"ford fairmont\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3003, \"Acceleration\": 20.1, \"Manufact\": \"amc\", \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 24.3, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"amc concord\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3381, \"Acceleration\": 18.7, \"Manufact\": \"dodge\", \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.1, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"dodge aspen\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2188, \"Acceleration\": 15.8, \"Manufact\": \"audi\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 34.3, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"audi 4000\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2711, \"Acceleration\": 15.5, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 29.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corona liftback\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2542, \"Acceleration\": 17.5, \"Manufact\": \"mazda\", \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 31.3, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"mazda 626\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2434, \"Acceleration\": 15.0, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 510 hatchback\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2265, \"Acceleration\": 15.2, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 32.2, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2110, \"Acceleration\": 17.9, \"Manufact\": \"mazda\", \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 46.6, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"mazda glc\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 2800, \"Acceleration\": 14.4, \"Manufact\": \"dodge\", \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 27.9, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"dodge colt\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2110, \"Acceleration\": 19.2, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 40.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 2085, \"Acceleration\": 21.7, \"Manufact\": \"vw\", \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 44.3, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw rabbit c (diesel)\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 2335, \"Acceleration\": 23.7, \"Manufact\": \"vw\", \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 43.4, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw dasher (diesel)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2950, \"Acceleration\": 19.9, \"Manufact\": \"audi\", \"Cylinders\": 5, \"Displacement\": 121.0, \"Miles_per_Gallon\": 36.4, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"audi 5000s (diesel)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 3250, \"Acceleration\": 21.8, \"Manufact\": \"mercedes-benz\", \"Cylinders\": 4, \"Displacement\": 146.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"mercedes-benz 240d\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1850, \"Acceleration\": 13.8, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 44.6, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"honda civic 1500 gl\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 1835, \"Acceleration\": 17.3, \"Manufact\": \"renault\", \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 40.9, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"renault lecar deluxe\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2145, \"Acceleration\": 18.0, \"Manufact\": \"subaru\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 33.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"subaru dl\"}, {\"Horsepower\": 62.0, \"Weight_in_lbs\": 1845, \"Acceleration\": 15.3, \"Manufact\": \"vokswagen\", \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 29.8, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vokswagen rabbit\"}, {\"Horsepower\": 132.0, \"Weight_in_lbs\": 2910, \"Acceleration\": 11.4, \"Manufact\": \"datsun\", \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 32.7, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 280-zx\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2420, \"Acceleration\": 12.5, \"Manufact\": \"mazda\", \"Cylinders\": 3, \"Displacement\": 70.0, \"Miles_per_Gallon\": 23.7, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"mazda rx-7 gs\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2500, \"Acceleration\": 15.1, \"Manufact\": \"triumph\", \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 35.0, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"triumph tr7 coupe\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2905, \"Acceleration\": 14.3, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 23.6, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"ford mustang cobra\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2290, \"Acceleration\": 17.0, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 32.4, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"honda Accelerationord\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2490, \"Acceleration\": 15.7, \"Manufact\": \"plymouth\", \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth reliant\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2635, \"Acceleration\": 16.4, \"Manufact\": \"buick\", \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 26.6, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"buick skylark\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2620, \"Acceleration\": 14.4, \"Manufact\": \"dodge\", \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 25.8, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge aries wagon (sw)\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2725, \"Acceleration\": 12.6, \"Manufact\": \"chevrolet\", \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 23.5, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2385, \"Acceleration\": 12.9, \"Manufact\": \"plymouth\", \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth reliant\"}, {\"Horsepower\": 58.0, \"Weight_in_lbs\": 1755, \"Acceleration\": 16.9, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 39.1, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota starlet\"}, {\"Horsepower\": 64.0, \"Weight_in_lbs\": 1875, \"Acceleration\": 16.4, \"Manufact\": \"plymouth\", \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 39.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth champ\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1760, \"Acceleration\": 16.1, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 81.0, \"Miles_per_Gallon\": 35.1, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda civic 1300\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2065, \"Acceleration\": 17.8, \"Manufact\": \"subaru\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 32.3, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"subaru\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1975, \"Acceleration\": 19.4, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 62.0, \"Weight_in_lbs\": 2050, \"Acceleration\": 17.3, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 37.7, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota tercel\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 16.0, \"Manufact\": \"mazda\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 34.1, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda glc 4\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2215, \"Acceleration\": 14.9, \"Manufact\": \"plymouth\", \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.7, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth horizon 4\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2045, \"Acceleration\": 16.2, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 34.4, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford escort 4w\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2380, \"Acceleration\": 20.7, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.9, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford escort 2h\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 2190, \"Acceleration\": 14.2, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 33.0, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"volkswagen jetta\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2320, \"Acceleration\": 15.8, \"Manufact\": \"renault\", \"Cylinders\": 4, \"Displacement\": 100.0, \"Miles_per_Gallon\": 34.5, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"renault 18i\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2210, \"Acceleration\": 14.4, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 33.7, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda prelude\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2350, \"Acceleration\": 16.8, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 32.4, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2615, \"Acceleration\": 14.8, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 32.9, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 200sx\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 2635, \"Acceleration\": 18.3, \"Manufact\": \"mazda\", \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 31.6, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda 626\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 3230, \"Acceleration\": 20.4, \"Manufact\": \"peugeot\", \"Cylinders\": 4, \"Displacement\": 141.0, \"Miles_per_Gallon\": 28.1, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"peugeot 505s turbo diesel\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2800, \"Acceleration\": 15.4, \"Manufact\": \"saab\", \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": null, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"saab 900s\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 3160, \"Acceleration\": 19.6, \"Manufact\": \"volvo\", \"Cylinders\": 6, \"Displacement\": 145.0, \"Miles_per_Gallon\": 30.7, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"volvo diesel\"}, {\"Horsepower\": 116.0, \"Weight_in_lbs\": 2900, \"Acceleration\": 12.6, \"Manufact\": \"toyota\", \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 25.4, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota cressida\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 2930, \"Acceleration\": 13.8, \"Manufact\": \"datsun\", \"Cylinders\": 6, \"Displacement\": 146.0, \"Miles_per_Gallon\": 24.2, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 810 maxima\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3415, \"Acceleration\": 15.8, \"Manufact\": \"buick\", \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 22.4, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"buick century\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3725, \"Acceleration\": 19.0, \"Manufact\": \"oldsmobile\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 26.6, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"oldsmobile cutlass ls\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3060, \"Acceleration\": 17.1, \"Manufact\": \"ford\", \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford granada gl\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3465, \"Acceleration\": 16.6, \"Manufact\": \"chrysler\", \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 17.6, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chrysler lebaron salon\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2605, \"Acceleration\": 19.6, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet cavalier\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2640, \"Acceleration\": 18.6, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet cavalier wagon\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2395, \"Acceleration\": 18.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 34.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet cavalier 2-door\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2575, \"Acceleration\": 16.2, \"Manufact\": \"pontiac\", \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"pontiac j2000 se hatchback\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2525, \"Acceleration\": 16.0, \"Manufact\": \"dodge\", \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge aries se\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2735, \"Acceleration\": 18.0, \"Manufact\": \"pontiac\", \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"pontiac phoenix\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2865, \"Acceleration\": 16.4, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford fairmont futura\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 3035, \"Acceleration\": 20.5, \"Manufact\": \"amc\", \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"amc concord dl\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 1980, \"Acceleration\": 15.3, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"volkswagen rabbit l\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2025, \"Acceleration\": 18.2, \"Manufact\": \"mazda\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda glc custom l\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 1970, \"Acceleration\": 17.6, \"Manufact\": \"mazda\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda glc custom\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2125, \"Acceleration\": 14.7, \"Manufact\": \"plymouth\", \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth horizon miser\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2125, \"Acceleration\": 17.3, \"Manufact\": \"mercury\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"mercury lynx l\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2160, \"Acceleration\": 14.5, \"Manufact\": \"nissan\", \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"nissan stanza xe\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2205, \"Acceleration\": 14.5, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda Accelerationord\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2245, \"Acceleration\": 16.9, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 34.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1965, \"Acceleration\": 15.0, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda civic\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1965, \"Acceleration\": 15.7, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda civic (auto)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1995, \"Acceleration\": 16.2, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 310 gx\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2945, \"Acceleration\": 16.4, \"Manufact\": \"buick\", \"Cylinders\": 6, \"Displacement\": 181.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"buick century limited\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3015, \"Acceleration\": 17.0, \"Manufact\": \"oldsmobile\", \"Cylinders\": 6, \"Displacement\": 262.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"oldsmobile cutlass ciera (diesel)\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2585, \"Acceleration\": 14.5, \"Manufact\": \"chrysler\", \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chrysler lebaron medallion\"}, {\"Horsepower\": 112.0, \"Weight_in_lbs\": 2835, \"Acceleration\": 14.7, \"Manufact\": \"ford\", \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford granada l\"}, {\"Horsepower\": 96.0, \"Weight_in_lbs\": 2665, \"Acceleration\": 13.9, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 144.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota celica gt\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2370, \"Acceleration\": 13.0, \"Manufact\": \"dodge\", \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge charger 2.2\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2950, \"Acceleration\": 17.3, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet camaro\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2790, \"Acceleration\": 15.6, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford mustang gl\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 24.6, \"Manufact\": \"vw\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 44.0, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"vw pickup\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2295, \"Acceleration\": 11.6, \"Manufact\": \"dodge\", \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge rampage\"}, {\"Horsepower\": 79.0, \"Weight_in_lbs\": 2625, \"Acceleration\": 18.6, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford ranger\"}, {\"Horsepower\": 82.0, \"Weight_in_lbs\": 2720, \"Acceleration\": 19.4, \"Manufact\": \"chevy\", \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevy s-10\"}]}};\n", "var selector = \"#c4da383b-0dbe-4b11-9b90-e3818ff4a2e1\";\n", "var type = \"vega-lite\";\n", "\n", "var output_area = this;\n", "require(['nbextensions/jupyter-vega/index'], function(vega) {\n", " vega.render(selector, spec, type, output_area);\n", "}, function (err) {\n", " if (err.requireType !== 'scripterror') {\n", " throw(err);\n", " }\n", "});\n" ] }, "metadata": { "jupyter-vega": "#c4da383b-0dbe-4b11-9b90-e3818ff4a2e1" }, "output_type": "display_data" }, { "data": { "image/png": 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" }, "metadata": { "jupyter-vega": "#c4da383b-0dbe-4b11-9b90-e3818ff4a2e1" }, "output_type": "display_data" } ], "source": [ "alt.Chart(cars_df).mark_bar().encode(\n", " x='Manufact',\n", " y='count(*)',\n", " color='Cylinders:N',\n", ")\n", "\n", "# Let's order the bars by the value" ] }, { "cell_type": "code", "execution_count": 72, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n" ] }, "metadata": { "jupyter-vega": "#44c34335-48d8-4489-bcec-3b0dc68b000c" }, "output_type": "display_data" }, { "data": { "application/javascript": [ "var spec = {\"encoding\": {\"color\": {\"type\": \"nominal\", \"field\": \"Cylinders\"}, \"x\": {\"sort\": {\"order\": \"descending\", \"field\": \"*\", \"op\": \"count\"}, \"type\": \"nominal\", \"field\": \"Manufact\"}, \"y\": {\"field\": \"*\", \"aggregate\": \"count\"}}, \"mark\": \"bar\", \"config\": {\"cell\": {\"height\": 350, \"width\": 500}}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v1.2.1.json\", \"data\": {\"values\": [{\"Horsepower\": 130.0, \"Weight_in_lbs\": 3504, \"Acceleration\": 12.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 307.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevrolet chevelle malibu\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 3693, \"Acceleration\": 11.5, \"Manufact\": \"buick\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"buick skylark 320\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3436, \"Acceleration\": 11.0, \"Manufact\": \"plymouth\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth satellite\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3433, \"Acceleration\": 12.0, \"Manufact\": \"amc\", \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc rebel sst\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 3449, \"Acceleration\": 10.5, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford torino\"}, {\"Horsepower\": 198.0, \"Weight_in_lbs\": 4341, \"Acceleration\": 10.0, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 429.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford galaxie 500\"}, {\"Horsepower\": 220.0, \"Weight_in_lbs\": 4354, \"Acceleration\": 9.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 454.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevrolet impala\"}, {\"Horsepower\": 215.0, \"Weight_in_lbs\": 4312, \"Acceleration\": 8.5, \"Manufact\": \"plymouth\", \"Cylinders\": 8, \"Displacement\": 440.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth fury iii\"}, {\"Horsepower\": 225.0, \"Weight_in_lbs\": 4425, \"Acceleration\": 10.0, \"Manufact\": \"pontiac\", \"Cylinders\": 8, \"Displacement\": 455.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"pontiac catalina\"}, {\"Horsepower\": 190.0, \"Weight_in_lbs\": 3850, \"Acceleration\": 8.5, \"Manufact\": \"amc\", \"Cylinders\": 8, \"Displacement\": 390.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc ambassador dpl\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 3090, \"Acceleration\": 17.5, \"Manufact\": \"citroen\", \"Cylinders\": 4, \"Displacement\": 133.0, \"Miles_per_Gallon\": null, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"citroen ds-21 pallas\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 4142, \"Acceleration\": 11.5, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevrolet chevelle concours (sw)\"}, {\"Horsepower\": 153.0, \"Weight_in_lbs\": 4034, \"Acceleration\": 11.0, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford torino (sw)\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 4166, \"Acceleration\": 10.5, \"Manufact\": \"plymouth\", \"Cylinders\": 8, \"Displacement\": 383.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth satellite (sw)\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 3850, \"Acceleration\": 11.0, \"Manufact\": \"amc\", \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc rebel sst (sw)\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 3563, \"Acceleration\": 10.0, \"Manufact\": \"dodge\", \"Cylinders\": 8, \"Displacement\": 383.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"dodge challenger se\"}, {\"Horsepower\": 160.0, \"Weight_in_lbs\": 3609, \"Acceleration\": 8.0, \"Manufact\": \"plymouth\", \"Cylinders\": 8, \"Displacement\": 340.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth 'cuda 340\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 3353, \"Acceleration\": 8.0, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": null, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford mustang boss 302\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3761, \"Acceleration\": 9.5, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevrolet monte carlo\"}, {\"Horsepower\": 225.0, \"Weight_in_lbs\": 3086, \"Acceleration\": 10.0, \"Manufact\": \"buick\", \"Cylinders\": 8, \"Displacement\": 455.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"buick estate wagon (sw)\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2372, \"Acceleration\": 15.0, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 113.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1970\", \"Name\": \"toyota corona mark ii\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2833, \"Acceleration\": 15.5, \"Manufact\": \"plymouth\", \"Cylinders\": 6, \"Displacement\": 198.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"plymouth duster\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2774, \"Acceleration\": 15.5, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 199.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2587, \"Acceleration\": 16.0, \"Manufact\": \"ford\", \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 14.5, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Japan\", \"Year\": \"1970\", \"Name\": \"datsun pl510\"}, {\"Horsepower\": 46.0, \"Weight_in_lbs\": 1835, \"Acceleration\": 20.5, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"volkswagen 1131 deluxe sedan\"}, {\"Horsepower\": 87.0, \"Weight_in_lbs\": 2672, \"Acceleration\": 17.5, \"Manufact\": \"peugeot\", \"Cylinders\": 4, \"Displacement\": 110.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2430, \"Acceleration\": 14.5, \"Manufact\": \"audi\", \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"audi 100 ls\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2375, \"Acceleration\": 17.5, \"Manufact\": \"saab\", \"Cylinders\": 4, \"Displacement\": 104.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"saab 99e\"}, {\"Horsepower\": 113.0, \"Weight_in_lbs\": 2234, \"Acceleration\": 12.5, \"Manufact\": \"bmw\", \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1970\", \"Name\": \"bmw 2002\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2648, \"Acceleration\": 15.0, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 199.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"amc gremlin\"}, {\"Horsepower\": 215.0, \"Weight_in_lbs\": 4615, \"Acceleration\": 14.0, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": 10.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"ford f250\"}, {\"Horsepower\": 200.0, \"Weight_in_lbs\": 4376, \"Acceleration\": 15.0, \"Manufact\": \"chevy\", \"Cylinders\": 8, \"Displacement\": 307.0, \"Miles_per_Gallon\": 10.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"chevy c20\"}, {\"Horsepower\": 210.0, \"Weight_in_lbs\": 4382, \"Acceleration\": 13.5, \"Manufact\": \"dodge\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 11.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"dodge d200\"}, {\"Horsepower\": 193.0, \"Weight_in_lbs\": 4732, \"Acceleration\": 18.5, \"Manufact\": \"hi\", \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 9.0, \"Origin\": \"USA\", \"Year\": \"1970\", \"Name\": \"hi 1200d\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 14.5, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Japan\", \"Year\": \"1971\", \"Name\": \"datsun pl510\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2264, \"Acceleration\": 15.5, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"chevrolet vega 2300\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2228, \"Acceleration\": 14.0, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 113.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Japan\", \"Year\": \"1971\", \"Name\": \"toyota corona\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2046, \"Acceleration\": 19.0, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 1978, \"Acceleration\": 20.0, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": null, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"volkswagen super beetle 117\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2634, \"Acceleration\": 13.0, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"amc gremlin\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3439, \"Acceleration\": 15.5, \"Manufact\": \"plymouth\", \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"plymouth satellite custom\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3329, \"Acceleration\": 15.5, \"Manufact\": \"chevrolet\", \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"chevrolet chevelle malibu\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3302, \"Acceleration\": 15.5, \"Manufact\": \"ford\", \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"ford torino 500\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3288, \"Acceleration\": 15.5, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"amc matador\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 4209, \"Acceleration\": 12.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"chevrolet impala\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 4464, \"Acceleration\": 11.5, \"Manufact\": \"pontiac\", \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"pontiac catalina brougham\"}, {\"Horsepower\": 153.0, \"Weight_in_lbs\": 4154, \"Acceleration\": 13.5, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"ford galaxie 500\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4096, \"Acceleration\": 13.0, \"Manufact\": \"plymouth\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"plymouth fury iii\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 4955, \"Acceleration\": 11.5, \"Manufact\": \"dodge\", \"Cylinders\": 8, \"Displacement\": 383.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"dodge monaco (sw)\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 4746, \"Acceleration\": 12.0, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"ford country squire (sw)\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 5140, \"Acceleration\": 12.0, \"Manufact\": \"pontiac\", \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"pontiac safari (sw)\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2962, \"Acceleration\": 13.5, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"amc hornet sportabout (sw)\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2408, \"Acceleration\": 19.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"chevrolet vega (sw)\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3282, \"Acceleration\": 15.0, \"Manufact\": \"pontiac\", \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"pontiac firebird\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3139, \"Acceleration\": 14.5, \"Manufact\": \"ford\", \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"ford mustang\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2220, \"Acceleration\": 14.0, \"Manufact\": \"mercury\", \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"mercury capri 2000\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2123, \"Acceleration\": 14.0, \"Manufact\": \"opel\", \"Cylinders\": 4, \"Displacement\": 116.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"opel 1900\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2074, \"Acceleration\": 19.5, \"Manufact\": \"peugeot\", \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"peugeot 304\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 2065, \"Acceleration\": 14.5, \"Manufact\": \"fiat\", \"Cylinders\": 4, \"Displacement\": 88.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"fiat 124b\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1773, \"Acceleration\": 19.0, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 71.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1971\", \"Name\": \"toyota corolla 1200\"}, {\"Horsepower\": 69.0, \"Weight_in_lbs\": 1613, \"Acceleration\": 18.0, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 72.0, \"Miles_per_Gallon\": 35.0, \"Origin\": \"Japan\", \"Year\": \"1971\", \"Name\": \"datsun 1200\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1834, \"Acceleration\": 19.0, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"Europe\", \"Year\": \"1971\", \"Name\": \"volkswagen model 111\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1955, \"Acceleration\": 20.5, \"Manufact\": \"plymouth\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1971\", \"Name\": \"plymouth cricket\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2278, \"Acceleration\": 15.5, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 113.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"toyota corona hardtop\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2126, \"Acceleration\": 17.0, \"Manufact\": \"dodge\", \"Cylinders\": 4, \"Displacement\": 97.5, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"dodge colt hardtop\"}, {\"Horsepower\": 54.0, \"Weight_in_lbs\": 2254, \"Acceleration\": 23.5, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"volkswagen type 3\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2408, \"Acceleration\": 19.5, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"chevrolet vega\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2226, \"Acceleration\": 16.5, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"ford pinto runabout\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 4274, \"Acceleration\": 12.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"chevrolet impala\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 4385, \"Acceleration\": 12.0, \"Manufact\": \"pontiac\", \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"pontiac catalina\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4135, \"Acceleration\": 13.5, \"Manufact\": \"plymouth\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"plymouth fury iii\"}, {\"Horsepower\": 153.0, \"Weight_in_lbs\": 4129, \"Acceleration\": 13.0, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"ford galaxie 500\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3672, \"Acceleration\": 11.5, \"Manufact\": \"amc\", \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"amc ambassador sst\"}, {\"Horsepower\": 208.0, \"Weight_in_lbs\": 4633, \"Acceleration\": 11.0, \"Manufact\": \"mercury\", \"Cylinders\": 8, \"Displacement\": 429.0, \"Miles_per_Gallon\": 11.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"mercury marquis\"}, {\"Horsepower\": 155.0, \"Weight_in_lbs\": 4502, \"Acceleration\": 13.5, \"Manufact\": \"buick\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"buick lesabre custom\"}, {\"Horsepower\": 160.0, \"Weight_in_lbs\": 4456, \"Acceleration\": 13.5, \"Manufact\": \"oldsmobile\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"oldsmobile delta 88 royale\"}, {\"Horsepower\": 190.0, \"Weight_in_lbs\": 4422, \"Acceleration\": 12.5, \"Manufact\": \"chrysler\", \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"chrysler newport royal\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2330, \"Acceleration\": 13.5, \"Manufact\": \"mazda\", \"Cylinders\": 3, \"Displacement\": 70.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"mazda rx2 coupe\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3892, \"Acceleration\": 12.5, \"Manufact\": \"amc\", \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"amc matador (sw)\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 4098, \"Acceleration\": 14.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 307.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"chevrolet chevelle concours (sw)\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4294, \"Acceleration\": 16.0, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"ford gran torino (sw)\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4077, \"Acceleration\": 14.0, \"Manufact\": \"plymouth\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"plymouth satellite custom (sw)\"}, {\"Horsepower\": 112.0, \"Weight_in_lbs\": 2933, \"Acceleration\": 14.5, \"Manufact\": \"volvo\", \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"volvo 145e (sw)\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 2511, \"Acceleration\": 18.0, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"volkswagen 411 (sw)\"}, {\"Horsepower\": 87.0, \"Weight_in_lbs\": 2979, \"Acceleration\": 19.5, \"Manufact\": \"peugeot\", \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"peugeot 504 (sw)\"}, {\"Horsepower\": 69.0, \"Weight_in_lbs\": 2189, \"Acceleration\": 18.0, \"Manufact\": \"renault\", \"Cylinders\": 4, \"Displacement\": 96.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1972\", \"Name\": \"renault 12 (sw)\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2395, \"Acceleration\": 16.0, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1972\", \"Name\": \"ford pinto (sw)\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2288, \"Acceleration\": 17.0, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"datsun 510 (sw)\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2506, \"Acceleration\": 14.5, \"Manufact\": \"toyouta\", \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"Japan\", \"Year\": \"1972\", \"Name\": \"toyouta corona mark ii (sw)\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2164, \"Acceleration\": 15.0, \"Manufact\": \"dodge\", \"Cylinders\": 4, \"Displacement\": 98.0, 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13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"chevrolet malibu\"}, {\"Horsepower\": 137.0, \"Weight_in_lbs\": 4042, \"Acceleration\": 14.5, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"ford gran torino\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3777, \"Acceleration\": 12.5, \"Manufact\": \"dodge\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"dodge coronet custom\"}, {\"Horsepower\": 198.0, \"Weight_in_lbs\": 4952, \"Acceleration\": 11.5, \"Manufact\": \"mercury\", \"Cylinders\": 8, \"Displacement\": 429.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"mercury marquis brougham\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4464, \"Acceleration\": 12.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"chevrolet caprice classic\"}, {\"Horsepower\": 158.0, \"Weight_in_lbs\": 4363, \"Acceleration\": 13.0, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"ford ltd\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4237, \"Acceleration\": 14.5, \"Manufact\": \"plymouth\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"plymouth fury gran sedan\"}, {\"Horsepower\": 215.0, \"Weight_in_lbs\": 4735, \"Acceleration\": 11.0, \"Manufact\": \"chrysler\", \"Cylinders\": 8, \"Displacement\": 440.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"chrysler new yorker brougham\"}, {\"Horsepower\": 225.0, \"Weight_in_lbs\": 4951, \"Acceleration\": 11.0, \"Manufact\": \"buick\", \"Cylinders\": 8, \"Displacement\": 455.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"buick electra 225 custom\"}, {\"Horsepower\": 175.0, \"Weight_in_lbs\": 3821, \"Acceleration\": 11.0, \"Manufact\": \"amc\", \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"amc ambassador brougham\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3121, \"Acceleration\": 16.5, \"Manufact\": \"plymouth\", \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"plymouth valiant\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3278, \"Acceleration\": 18.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"chevrolet nova custom\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2945, \"Acceleration\": 16.0, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3021, \"Acceleration\": 16.5, \"Manufact\": \"ford\", \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2904, \"Acceleration\": 16.0, \"Manufact\": \"plymouth\", \"Cylinders\": 6, \"Displacement\": 198.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"plymouth duster\"}, {\"Horsepower\": 46.0, \"Weight_in_lbs\": 1950, \"Acceleration\": 21.0, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1973\", \"Name\": \"volkswagen super beetle\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4997, \"Acceleration\": 14.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 11.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"chevrolet impala\"}, {\"Horsepower\": 167.0, \"Weight_in_lbs\": 4906, \"Acceleration\": 12.5, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"ford country\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 4654, \"Acceleration\": 13.0, \"Manufact\": \"plymouth\", \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"plymouth custom suburb\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 4499, \"Acceleration\": 12.5, \"Manufact\": \"oldsmobile\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 12.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"oldsmobile vista cruiser\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2789, \"Acceleration\": 15.0, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": 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230.0, \"Weight_in_lbs\": 4278, \"Acceleration\": 9.5, \"Manufact\": \"pontiac\", \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"pontiac grand prix\"}, {\"Horsepower\": 49.0, \"Weight_in_lbs\": 1867, \"Acceleration\": 19.5, \"Manufact\": \"fiat\", \"Cylinders\": 4, \"Displacement\": 68.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1973\", \"Name\": \"fiat 128\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2158, \"Acceleration\": 15.5, \"Manufact\": \"opel\", \"Cylinders\": 4, \"Displacement\": 116.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Europe\", \"Year\": \"1973\", \"Name\": \"opel manta\"}, {\"Horsepower\": 91.0, \"Weight_in_lbs\": 2582, \"Acceleration\": 14.0, \"Manufact\": \"audi\", \"Cylinders\": 4, \"Displacement\": 114.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"Europe\", \"Year\": \"1973\", \"Name\": \"audi 100ls\"}, {\"Horsepower\": 112.0, \"Weight_in_lbs\": 2868, \"Acceleration\": 15.5, \"Manufact\": \"volvo\", \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Europe\", \"Year\": \"1973\", \"Name\": \"volvo 144ea\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3399, \"Acceleration\": 11.0, \"Manufact\": \"dodge\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"dodge dart custom\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2660, \"Acceleration\": 14.0, \"Manufact\": \"saab\", \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Europe\", \"Year\": \"1973\", \"Name\": \"saab 99le\"}, {\"Horsepower\": 122.0, \"Weight_in_lbs\": 2807, \"Acceleration\": 13.5, \"Manufact\": \"toyota\", \"Cylinders\": 6, \"Displacement\": 156.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"Japan\", \"Year\": \"1973\", \"Name\": \"toyota mark ii\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 3664, \"Acceleration\": 11.0, \"Manufact\": \"oldsmobile\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 11.0, \"Origin\": \"USA\", \"Year\": \"1973\", \"Name\": \"oldsmobile omega\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3102, \"Acceleration\": 16.5, \"Manufact\": \"plymouth\", \"Cylinders\": 6, \"Displacement\": 198.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"plymouth duster\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2875, \"Acceleration\": 17.0, \"Manufact\": \"ford\", \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"ford maverick\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2901, \"Acceleration\": 16.0, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3336, \"Acceleration\": 17.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"chevrolet nova\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1950, \"Acceleration\": 19.0, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1974\", \"Name\": \"datsun b210\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2451, \"Acceleration\": 16.5, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1836, \"Acceleration\": 21.0, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 71.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1974\", \"Name\": \"toyota corolla 1200\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2542, \"Acceleration\": 17.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"chevrolet vega\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3781, \"Acceleration\": 17.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"chevrolet chevelle malibu classic\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3632, \"Acceleration\": 18.0, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"amc matador\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3613, \"Acceleration\": 16.5, \"Manufact\": \"plymouth\", \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"plymouth satellite sebring\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4141, \"Acceleration\": 14.0, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"ford gran torino\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4699, \"Acceleration\": 14.5, \"Manufact\": \"buick\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"buick century luxus (sw)\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4457, \"Acceleration\": 13.5, \"Manufact\": \"dodge\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"dodge coronet custom (sw)\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4638, \"Acceleration\": 16.0, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"ford gran torino (sw)\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 4257, \"Acceleration\": 15.5, \"Manufact\": \"amc\", \"Cylinders\": 8, \"Displacement\": 304.0, \"Miles_per_Gallon\": 14.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"amc matador (sw)\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2219, \"Acceleration\": 16.5, \"Manufact\": \"audi\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1974\", \"Name\": \"audi fox\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1963, \"Acceleration\": 15.5, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1974\", \"Name\": \"volkswagen dasher\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 14.5, \"Manufact\": \"opel\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1974\", \"Name\": \"opel manta\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 1649, \"Acceleration\": 16.5, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 76.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1974\", \"Name\": \"toyota corona\"}, {\"Horsepower\": 61.0, \"Weight_in_lbs\": 2003, \"Acceleration\": 19.0, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 83.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1974\", \"Name\": \"datsun 710\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2125, \"Acceleration\": 14.5, \"Manufact\": \"dodge\", \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1974\", \"Name\": \"dodge colt\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2108, \"Acceleration\": 15.5, \"Manufact\": \"fiat\", \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Europe\", \"Year\": \"1974\", \"Name\": \"fiat 128\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2246, \"Acceleration\": 14.0, \"Manufact\": \"fiat\", \"Cylinders\": 4, \"Displacement\": 116.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Europe\", \"Year\": \"1974\", 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\"Acceleration\": 18.5, \"Manufact\": \"chevroelt\", \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"chevroelt chevelle malibu\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3730, \"Acceleration\": 19.0, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"amc matador\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3785, \"Acceleration\": 19.0, \"Manufact\": \"plymouth\", \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"plymouth fury\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3039, \"Acceleration\": 15.0, \"Manufact\": \"buick\", \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 21.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"buick skyhawk\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3221, \"Acceleration\": 13.5, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 262.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"chevrolet monza 2+2\"}, {\"Horsepower\": 129.0, \"Weight_in_lbs\": 3169, \"Acceleration\": 12.0, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"ford mustang ii\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2171, \"Acceleration\": 16.0, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Japan\", \"Year\": \"1975\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2639, \"Acceleration\": 17.0, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2914, \"Acceleration\": 16.0, \"Manufact\": \"amc\", 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\"Displacement\": 119.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"Japan\", \"Year\": \"1975\", \"Name\": \"datsun 710\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2984, \"Acceleration\": 14.5, \"Manufact\": \"ford\", \"Cylinders\": 6, \"Displacement\": 171.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1937, \"Acceleration\": 14.0, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1975\", \"Name\": \"volkswagen rabbit\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3211, \"Acceleration\": 17.0, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1975\", \"Name\": \"amc pacer\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2694, \"Acceleration\": 15.0, \"Manufact\": \"audi\", \"Cylinders\": 4, \"Displacement\": 115.0, 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\"Japan\", \"Year\": \"1975\", \"Name\": \"honda civic cvcc\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2464, \"Acceleration\": 15.5, \"Manufact\": \"fiat\", \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"fiat 131\"}, {\"Horsepower\": 81.0, \"Weight_in_lbs\": 2220, \"Acceleration\": 16.9, \"Manufact\": \"opel\", \"Cylinders\": 4, \"Displacement\": 116.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"opel 1900\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2572, \"Acceleration\": 14.9, \"Manufact\": \"capri\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"capri ii\"}, {\"Horsepower\": 79.0, \"Weight_in_lbs\": 2255, \"Acceleration\": 17.7, \"Manufact\": \"dodge\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"dodge 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\"Weight_in_lbs\": 3085, \"Acceleration\": 17.6, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 22.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"amc hornet\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 2035, \"Acceleration\": 22.2, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 2164, \"Acceleration\": 22.1, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 24.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevrolet woody\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1937, \"Acceleration\": 14.2, \"Manufact\": \"vw\", \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"vw rabbit\"}, {\"Horsepower\": 53.0, \"Weight_in_lbs\": 1795, \"Acceleration\": 17.4, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 33.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"honda civic\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3651, \"Acceleration\": 17.7, \"Manufact\": \"dodge\", \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"dodge aspen se\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 3574, \"Acceleration\": 21.0, \"Manufact\": \"ford\", \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford granada ghia\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3645, \"Acceleration\": 16.2, \"Manufact\": \"pontiac\", \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"pontiac ventura sj\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3193, \"Acceleration\": 17.8, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"amc pacer d/l\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1825, \"Acceleration\": 12.2, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.5, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"volkswagen rabbit\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1990, \"Acceleration\": 17.0, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"datsun b-210\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 16.4, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2565, \"Acceleration\": 13.6, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 26.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford pinto\"}, {\"Horsepower\": 102.0, \"Weight_in_lbs\": 3150, \"Acceleration\": 15.7, \"Manufact\": \"volvo\", \"Cylinders\": 4, \"Displacement\": 130.0, \"Miles_per_Gallon\": 20.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"volvo 245\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3940, \"Acceleration\": 13.2, \"Manufact\": \"plymouth\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"plymouth volare premier v8\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3270, \"Acceleration\": 21.9, \"Manufact\": \"peugeot\", \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 108.0, \"Weight_in_lbs\": 2930, \"Acceleration\": 15.5, \"Manufact\": \"toyota\", \"Cylinders\": 6, \"Displacement\": 156.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"Japan\", \"Year\": \"1976\", \"Name\": \"toyota mark ii\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 3820, \"Acceleration\": 16.7, \"Manufact\": \"mercedes-benz\", \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 16.5, \"Origin\": \"Europe\", \"Year\": \"1976\", \"Name\": \"mercedes-benz 280s\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 4380, \"Acceleration\": 12.1, \"Manufact\": \"cadillac\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 16.5, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"cadillac seville\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 4055, \"Acceleration\": 12.0, \"Manufact\": \"chevy\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"chevy c10\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 3870, \"Acceleration\": 15.0, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"ford f108\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3755, \"Acceleration\": 14.0, \"Manufact\": \"dodge\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 13.0, \"Origin\": \"USA\", \"Year\": \"1976\", \"Name\": \"dodge d100\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2045, \"Acceleration\": 18.5, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 31.5, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"honda Accelerationord cvcc\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 14.8, \"Manufact\": \"buick\", \"Cylinders\": 4, \"Displacement\": 111.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"buick opel isuzu deluxe\"}, {\"Horsepower\": 58.0, \"Weight_in_lbs\": 1825, \"Acceleration\": 18.6, \"Manufact\": \"renault\", \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"renault 5 gtl\"}, {\"Horsepower\": 96.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 15.5, \"Manufact\": \"plymouth\", \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 25.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"plymouth arrow gs\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 1945, \"Acceleration\": 16.8, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"datsun f-10 hatchback\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 3880, \"Acceleration\": 12.5, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet caprice classic\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 4060, \"Acceleration\": 19.0, \"Manufact\": \"oldsmobile\", \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"oldsmobile cutlass supreme\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 4140, \"Acceleration\": 13.7, \"Manufact\": \"dodge\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"dodge monaco brougham\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 4295, \"Acceleration\": 14.9, \"Manufact\": \"mercury\", \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 15.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"mercury cougar brougham\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3520, \"Acceleration\": 16.4, \"Manufact\": \"chevrolet\", \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet concours\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3425, \"Acceleration\": 16.9, \"Manufact\": \"buick\", \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"buick skylark\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3630, \"Acceleration\": 17.7, \"Manufact\": \"plymouth\", \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"plymouth volare custom\"}, {\"Horsepower\": 98.0, \"Weight_in_lbs\": 3525, \"Acceleration\": 19.0, \"Manufact\": \"ford\", \"Cylinders\": 6, \"Displacement\": 250.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"ford granada\"}, {\"Horsepower\": 180.0, \"Weight_in_lbs\": 4220, \"Acceleration\": 11.1, \"Manufact\": \"pontiac\", \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"pontiac grand prix lj\"}, {\"Horsepower\": 170.0, \"Weight_in_lbs\": 4165, \"Acceleration\": 11.4, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet monte carlo landau\"}, {\"Horsepower\": 190.0, \"Weight_in_lbs\": 4325, \"Acceleration\": 12.2, \"Manufact\": \"chrysler\", \"Cylinders\": 8, \"Displacement\": 400.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chrysler cordoba\"}, {\"Horsepower\": 149.0, \"Weight_in_lbs\": 4335, \"Acceleration\": 14.5, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 16.0, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"ford thunderbird\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 1940, \"Acceleration\": 14.5, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"volkswagen rabbit custom\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2740, \"Acceleration\": 16.0, \"Manufact\": \"pontiac\", \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 24.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"pontiac sunbird coupe\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2265, \"Acceleration\": 18.2, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"toyota corolla liftback\"}, {\"Horsepower\": 89.0, \"Weight_in_lbs\": 2755, \"Acceleration\": 15.8, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"ford mustang ii 2+2\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2051, \"Acceleration\": 17.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 30.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 83.0, \"Weight_in_lbs\": 2075, \"Acceleration\": 15.9, \"Manufact\": \"dodge\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"USA\", \"Year\": \"1977\", \"Name\": \"dodge colt m/m\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 16.4, \"Manufact\": \"subaru\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"subaru dl\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2190, \"Acceleration\": 14.1, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 30.5, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"volkswagen dasher\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2815, \"Acceleration\": 14.5, \"Manufact\": \"datsun\", \"Cylinders\": 6, \"Displacement\": 146.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"datsun 810\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2600, \"Acceleration\": 12.8, \"Manufact\": \"bmw\", \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"Europe\", \"Year\": \"1977\", \"Name\": \"bmw 320i\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2720, \"Acceleration\": 13.5, \"Manufact\": \"mazda\", \"Cylinders\": 3, \"Displacement\": 80.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"Japan\", \"Year\": \"1977\", \"Name\": \"mazda rx-4\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 21.5, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 43.1, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"volkswagen rabbit custom diesel\"}, {\"Horsepower\": 66.0, \"Weight_in_lbs\": 1800, \"Acceleration\": 14.4, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 36.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fiesta\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 19.4, \"Manufact\": \"mazda\", \"Cylinders\": 4, \"Displacement\": 78.0, \"Miles_per_Gallon\": 32.8, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"mazda glc deluxe\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2070, \"Acceleration\": 18.6, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 39.4, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"datsun b210 gx\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1800, \"Acceleration\": 16.4, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 36.1, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"honda civic cvcc\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3365, \"Acceleration\": 15.5, \"Manufact\": \"oldsmobile\", \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 19.9, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"oldsmobile cutlass salon brougham\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 3735, \"Acceleration\": 13.2, \"Manufact\": \"dodge\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 19.4, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge diplomat\"}, {\"Horsepower\": 139.0, \"Weight_in_lbs\": 3570, \"Acceleration\": 12.8, \"Manufact\": \"mercury\", \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"mercury monarch ghia\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3535, \"Acceleration\": 19.2, \"Manufact\": \"pontiac\", \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 19.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"pontiac phoenix lj\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 3155, \"Acceleration\": 18.2, \"Manufact\": \"chevrolet\", \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"chevrolet malibu\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2965, \"Acceleration\": 15.8, \"Manufact\": \"ford\", \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fairmont (auto)\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2720, \"Acceleration\": 15.4, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 25.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford fairmont (man)\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 3430, \"Acceleration\": 17.2, \"Manufact\": \"plymouth\", \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.5, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"plymouth volare\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3210, \"Acceleration\": 17.2, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 19.4, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"amc concord\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3380, \"Acceleration\": 15.8, \"Manufact\": \"buick\", \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 20.6, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"buick century special\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3070, \"Acceleration\": 16.7, \"Manufact\": \"mercury\", \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.8, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"mercury zephyr\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3620, \"Acceleration\": 18.7, \"Manufact\": \"dodge\", \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 18.6, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge aspen\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 3410, \"Acceleration\": 15.1, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 258.0, \"Miles_per_Gallon\": 18.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"amc concord d/l\"}, {\"Horsepower\": 145.0, \"Weight_in_lbs\": 3425, \"Acceleration\": 13.2, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 19.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"chevrolet monte carlo landau\"}, {\"Horsepower\": 165.0, \"Weight_in_lbs\": 3445, \"Acceleration\": 13.4, \"Manufact\": \"buick\", \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 17.7, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"buick regal sport coupe (turbo)\"}, {\"Horsepower\": 139.0, \"Weight_in_lbs\": 3205, \"Acceleration\": 11.2, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 18.1, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"ford futura\"}, {\"Horsepower\": 140.0, \"Weight_in_lbs\": 4080, \"Acceleration\": 13.7, \"Manufact\": \"dodge\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 17.5, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge magnum xe\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2155, \"Acceleration\": 16.5, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2560, \"Acceleration\": 14.2, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 27.5, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"toyota corona\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2300, \"Acceleration\": 14.7, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"datsun 510\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2230, \"Acceleration\": 14.5, \"Manufact\": \"dodge\", \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 30.9, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"dodge omni\"}, {\"Horsepower\": 95.0, \"Weight_in_lbs\": 2515, \"Acceleration\": 14.8, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 21.1, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"toyota celica gt liftback\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 2745, \"Acceleration\": 16.7, \"Manufact\": \"plymouth\", \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 23.2, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"plymouth sapporo\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2855, \"Acceleration\": 17.6, \"Manufact\": \"oldsmobile\", \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 23.8, \"Origin\": \"USA\", \"Year\": \"1978\", \"Name\": \"oldsmobile starfire sx\"}, {\"Horsepower\": 97.0, \"Weight_in_lbs\": 2405, \"Acceleration\": 14.9, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 23.9, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"datsun 200-sx\"}, {\"Horsepower\": 103.0, \"Weight_in_lbs\": 2830, \"Acceleration\": 15.9, \"Manufact\": \"audi\", \"Cylinders\": 5, \"Displacement\": 131.0, \"Miles_per_Gallon\": 20.3, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"audi 5000\"}, {\"Horsepower\": 125.0, \"Weight_in_lbs\": 3140, \"Acceleration\": 13.6, \"Manufact\": \"volvo\", \"Cylinders\": 6, \"Displacement\": 163.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"volvo 264gl\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2795, \"Acceleration\": 15.7, \"Manufact\": \"saab\", \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 21.6, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"saab 99gle\"}, {\"Horsepower\": 133.0, \"Weight_in_lbs\": 3410, \"Acceleration\": 15.8, \"Manufact\": \"peugeot\", \"Cylinders\": 6, \"Displacement\": 163.0, \"Miles_per_Gallon\": 16.2, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"peugeot 604sl\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1990, \"Acceleration\": 14.9, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 31.5, \"Origin\": \"Europe\", \"Year\": \"1978\", \"Name\": \"volkswagen scirocco\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2135, \"Acceleration\": 16.6, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.5, \"Origin\": \"Japan\", \"Year\": \"1978\", \"Name\": \"honda Accelerationord lx\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 3245, \"Acceleration\": 15.4, \"Manufact\": \"pontiac\", \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 21.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"pontiac lemans v6\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2990, \"Acceleration\": 18.2, \"Manufact\": \"mercury\", \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 19.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"mercury zephyr 6\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2890, \"Acceleration\": 17.3, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 22.3, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"ford fairmont 4\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3265, \"Acceleration\": 18.2, \"Manufact\": \"amc\", \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"amc concord dl 6\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3360, \"Acceleration\": 16.6, \"Manufact\": \"dodge\", \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 20.6, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"dodge aspen 6\"}, {\"Horsepower\": 130.0, \"Weight_in_lbs\": 3840, \"Acceleration\": 15.4, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 305.0, \"Miles_per_Gallon\": 17.0, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chevrolet caprice classic\"}, {\"Horsepower\": 129.0, \"Weight_in_lbs\": 3725, \"Acceleration\": 13.4, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 302.0, \"Miles_per_Gallon\": 17.6, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"ford ltd landau\"}, {\"Horsepower\": 138.0, \"Weight_in_lbs\": 3955, \"Acceleration\": 13.2, \"Manufact\": \"mercury\", \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 16.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"mercury grand marquis\"}, {\"Horsepower\": 135.0, \"Weight_in_lbs\": 3830, \"Acceleration\": 15.2, \"Manufact\": \"dodge\", \"Cylinders\": 8, \"Displacement\": 318.0, \"Miles_per_Gallon\": 18.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"dodge st. regis\"}, {\"Horsepower\": 155.0, \"Weight_in_lbs\": 4360, \"Acceleration\": 14.9, \"Manufact\": \"buick\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 16.9, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"buick estate wagon (sw)\"}, {\"Horsepower\": 142.0, \"Weight_in_lbs\": 4054, \"Acceleration\": 14.3, \"Manufact\": \"ford\", \"Cylinders\": 8, \"Displacement\": 351.0, \"Miles_per_Gallon\": 15.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"ford country squire (sw)\"}, {\"Horsepower\": 125.0, \"Weight_in_lbs\": 3605, \"Acceleration\": 15.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 8, \"Displacement\": 267.0, \"Miles_per_Gallon\": 19.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chevrolet malibu classic (sw)\"}, {\"Horsepower\": 150.0, \"Weight_in_lbs\": 3940, \"Acceleration\": 13.0, \"Manufact\": \"chrysler\", \"Cylinders\": 8, \"Displacement\": 360.0, \"Miles_per_Gallon\": 18.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chrysler lebaron town @ country (sw)\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 1925, \"Acceleration\": 14.0, \"Manufact\": \"vw\", \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 31.9, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"vw rabbit custom\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1975, \"Acceleration\": 15.2, \"Manufact\": \"maxda\", \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 34.1, \"Origin\": \"Japan\", \"Year\": \"1979\", \"Name\": \"maxda glc deluxe\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 1915, \"Acceleration\": 14.4, \"Manufact\": \"dodge\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 35.7, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"dodge colt hatchback custom\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 2670, \"Acceleration\": 15.0, \"Manufact\": \"amc\", \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": 27.4, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"amc spirit dl\"}, {\"Horsepower\": 77.0, \"Weight_in_lbs\": 3530, \"Acceleration\": 20.1, \"Manufact\": \"mercedes\", \"Cylinders\": 5, \"Displacement\": 183.0, \"Miles_per_Gallon\": 25.4, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"mercedes benz 300d\"}, {\"Horsepower\": 125.0, \"Weight_in_lbs\": 3900, \"Acceleration\": 17.4, \"Manufact\": \"cadillac\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"cadillac eldorado\"}, {\"Horsepower\": 71.0, \"Weight_in_lbs\": 3190, \"Acceleration\": 24.8, \"Manufact\": \"peugeot\", \"Cylinders\": 4, \"Displacement\": 141.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"peugeot 504\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3420, \"Acceleration\": 22.2, \"Manufact\": \"oldsmobile\", \"Cylinders\": 8, \"Displacement\": 260.0, \"Miles_per_Gallon\": 23.9, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"oldsmobile cutlass salon brougham\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2200, \"Acceleration\": 13.2, \"Manufact\": \"plymouth\", \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.2, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"plymouth horizon\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2150, \"Acceleration\": 14.9, \"Manufact\": \"plymouth\", \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"plymouth horizon tc3\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2020, \"Acceleration\": 19.2, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 31.8, \"Origin\": \"Japan\", \"Year\": \"1979\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 69.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 14.7, \"Manufact\": \"fiat\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 37.3, \"Origin\": \"Europe\", \"Year\": \"1979\", \"Name\": \"fiat strada custom\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2670, \"Acceleration\": 16.0, \"Manufact\": \"buick\", \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 28.4, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"buick skylark limited\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2595, \"Acceleration\": 11.3, \"Manufact\": \"chevrolet\", \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 28.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 115.0, \"Weight_in_lbs\": 2700, \"Acceleration\": 12.9, \"Manufact\": \"oldsmobile\", \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 26.8, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"oldsmobile omega brougham\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2556, \"Acceleration\": 13.2, \"Manufact\": \"pontiac\", \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 33.5, \"Origin\": \"USA\", \"Year\": \"1979\", \"Name\": \"pontiac phoenix\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 2144, \"Acceleration\": 14.7, \"Manufact\": \"vw\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 41.5, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw rabbit\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1968, \"Acceleration\": 18.8, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 38.1, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corolla tercel\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2120, \"Acceleration\": 15.5, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 32.1, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"chevrolet chevette\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2019, \"Acceleration\": 16.4, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 37.2, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 310\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2678, \"Acceleration\": 16.5, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2870, \"Acceleration\": 18.1, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 26.4, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"ford fairmont\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3003, \"Acceleration\": 20.1, \"Manufact\": \"amc\", \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 24.3, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"amc concord\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 3381, \"Acceleration\": 18.7, \"Manufact\": \"dodge\", \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 19.1, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"dodge aspen\"}, {\"Horsepower\": 78.0, \"Weight_in_lbs\": 2188, \"Acceleration\": 15.8, \"Manufact\": \"audi\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 34.3, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"audi 4000\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2711, \"Acceleration\": 15.5, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 134.0, \"Miles_per_Gallon\": 29.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corona liftback\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2542, \"Acceleration\": 17.5, \"Manufact\": \"mazda\", \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 31.3, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"mazda 626\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2434, \"Acceleration\": 15.0, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 510 hatchback\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2265, \"Acceleration\": 15.2, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 32.2, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2110, \"Acceleration\": 17.9, \"Manufact\": \"mazda\", \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 46.6, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"mazda glc\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 2800, \"Acceleration\": 14.4, \"Manufact\": \"dodge\", \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 27.9, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"dodge colt\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2110, \"Acceleration\": 19.2, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 40.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 2085, \"Acceleration\": 21.7, \"Manufact\": \"vw\", \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 44.3, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw rabbit c (diesel)\"}, {\"Horsepower\": 48.0, \"Weight_in_lbs\": 2335, \"Acceleration\": 23.7, \"Manufact\": \"vw\", \"Cylinders\": 4, \"Displacement\": 90.0, \"Miles_per_Gallon\": 43.4, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vw dasher (diesel)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2950, \"Acceleration\": 19.9, \"Manufact\": \"audi\", \"Cylinders\": 5, \"Displacement\": 121.0, \"Miles_per_Gallon\": 36.4, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"audi 5000s (diesel)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 3250, \"Acceleration\": 21.8, \"Manufact\": \"mercedes-benz\", \"Cylinders\": 4, \"Displacement\": 146.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"mercedes-benz 240d\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1850, \"Acceleration\": 13.8, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 44.6, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"honda civic 1500 gl\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 1835, \"Acceleration\": 17.3, \"Manufact\": \"renault\", \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 40.9, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"renault lecar deluxe\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2145, \"Acceleration\": 18.0, \"Manufact\": \"subaru\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 33.8, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"subaru dl\"}, {\"Horsepower\": 62.0, \"Weight_in_lbs\": 1845, \"Acceleration\": 15.3, \"Manufact\": \"vokswagen\", \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 29.8, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"vokswagen rabbit\"}, {\"Horsepower\": 132.0, \"Weight_in_lbs\": 2910, \"Acceleration\": 11.4, \"Manufact\": \"datsun\", \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 32.7, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"datsun 280-zx\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2420, \"Acceleration\": 12.5, \"Manufact\": \"mazda\", \"Cylinders\": 3, \"Displacement\": 70.0, \"Miles_per_Gallon\": 23.7, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"mazda rx-7 gs\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2500, \"Acceleration\": 15.1, \"Manufact\": \"triumph\", \"Cylinders\": 4, \"Displacement\": 122.0, \"Miles_per_Gallon\": 35.0, \"Origin\": \"Europe\", \"Year\": \"1980\", \"Name\": \"triumph tr7 coupe\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2905, \"Acceleration\": 14.3, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 23.6, \"Origin\": \"USA\", \"Year\": \"1980\", \"Name\": \"ford mustang cobra\"}, {\"Horsepower\": 72.0, \"Weight_in_lbs\": 2290, \"Acceleration\": 17.0, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 32.4, \"Origin\": \"Japan\", \"Year\": \"1980\", \"Name\": \"honda Accelerationord\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2490, \"Acceleration\": 15.7, \"Manufact\": \"plymouth\", \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 27.2, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth reliant\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2635, \"Acceleration\": 16.4, \"Manufact\": \"buick\", \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 26.6, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"buick skylark\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2620, \"Acceleration\": 14.4, \"Manufact\": \"dodge\", \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 25.8, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge aries wagon (sw)\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2725, \"Acceleration\": 12.6, \"Manufact\": \"chevrolet\", \"Cylinders\": 6, \"Displacement\": 173.0, \"Miles_per_Gallon\": 23.5, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet citation\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2385, \"Acceleration\": 12.9, \"Manufact\": \"plymouth\", \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 30.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth reliant\"}, {\"Horsepower\": 58.0, \"Weight_in_lbs\": 1755, \"Acceleration\": 16.9, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 79.0, \"Miles_per_Gallon\": 39.1, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota starlet\"}, {\"Horsepower\": 64.0, \"Weight_in_lbs\": 1875, \"Acceleration\": 16.4, \"Manufact\": \"plymouth\", \"Cylinders\": 4, \"Displacement\": 86.0, \"Miles_per_Gallon\": 39.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth champ\"}, {\"Horsepower\": 60.0, \"Weight_in_lbs\": 1760, \"Acceleration\": 16.1, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 81.0, \"Miles_per_Gallon\": 35.1, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda civic 1300\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 2065, \"Acceleration\": 17.8, \"Manufact\": \"subaru\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 32.3, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"subaru\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 1975, \"Acceleration\": 19.4, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 85.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 210\"}, {\"Horsepower\": 62.0, \"Weight_in_lbs\": 2050, \"Acceleration\": 17.3, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 89.0, \"Miles_per_Gallon\": 37.7, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota tercel\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 1985, \"Acceleration\": 16.0, \"Manufact\": \"mazda\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 34.1, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda glc 4\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2215, \"Acceleration\": 14.9, \"Manufact\": \"plymouth\", \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 34.7, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth horizon 4\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2045, \"Acceleration\": 16.2, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 34.4, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford escort 4w\"}, {\"Horsepower\": 65.0, \"Weight_in_lbs\": 2380, \"Acceleration\": 20.7, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 29.9, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford escort 2h\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 2190, \"Acceleration\": 14.2, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 33.0, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"volkswagen jetta\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 2320, \"Acceleration\": 15.8, \"Manufact\": \"renault\", \"Cylinders\": 4, \"Displacement\": 100.0, \"Miles_per_Gallon\": 34.5, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"renault 18i\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2210, \"Acceleration\": 14.4, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 33.7, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda prelude\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2350, \"Acceleration\": 16.8, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 32.4, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 100.0, \"Weight_in_lbs\": 2615, \"Acceleration\": 14.8, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 32.9, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 200sx\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 2635, \"Acceleration\": 18.3, \"Manufact\": \"mazda\", \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 31.6, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda 626\"}, {\"Horsepower\": 80.0, \"Weight_in_lbs\": 3230, \"Acceleration\": 20.4, \"Manufact\": \"peugeot\", \"Cylinders\": 4, \"Displacement\": 141.0, \"Miles_per_Gallon\": 28.1, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"peugeot 505s turbo diesel\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2800, \"Acceleration\": 15.4, \"Manufact\": \"saab\", \"Cylinders\": 4, \"Displacement\": 121.0, \"Miles_per_Gallon\": null, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"saab 900s\"}, {\"Horsepower\": 76.0, \"Weight_in_lbs\": 3160, \"Acceleration\": 19.6, \"Manufact\": \"volvo\", \"Cylinders\": 6, \"Displacement\": 145.0, \"Miles_per_Gallon\": 30.7, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"volvo diesel\"}, {\"Horsepower\": 116.0, \"Weight_in_lbs\": 2900, \"Acceleration\": 12.6, \"Manufact\": \"toyota\", \"Cylinders\": 6, \"Displacement\": 168.0, \"Miles_per_Gallon\": 25.4, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota cressida\"}, {\"Horsepower\": 120.0, \"Weight_in_lbs\": 2930, \"Acceleration\": 13.8, \"Manufact\": \"datsun\", \"Cylinders\": 6, \"Displacement\": 146.0, \"Miles_per_Gallon\": 24.2, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 810 maxima\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 3415, \"Acceleration\": 15.8, \"Manufact\": \"buick\", \"Cylinders\": 6, \"Displacement\": 231.0, \"Miles_per_Gallon\": 22.4, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"buick century\"}, {\"Horsepower\": 105.0, \"Weight_in_lbs\": 3725, \"Acceleration\": 19.0, \"Manufact\": \"oldsmobile\", \"Cylinders\": 8, \"Displacement\": 350.0, \"Miles_per_Gallon\": 26.6, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"oldsmobile cutlass ls\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 3060, \"Acceleration\": 17.1, \"Manufact\": \"ford\", \"Cylinders\": 6, \"Displacement\": 200.0, \"Miles_per_Gallon\": 20.2, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford granada gl\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3465, \"Acceleration\": 16.6, \"Manufact\": \"chrysler\", \"Cylinders\": 6, \"Displacement\": 225.0, \"Miles_per_Gallon\": 17.6, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chrysler lebaron salon\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2605, \"Acceleration\": 19.6, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet cavalier\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2640, \"Acceleration\": 18.6, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet cavalier wagon\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2395, \"Acceleration\": 18.0, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 34.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet cavalier 2-door\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 2575, \"Acceleration\": 16.2, \"Manufact\": \"pontiac\", \"Cylinders\": 4, \"Displacement\": 112.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"pontiac j2000 se hatchback\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2525, \"Acceleration\": 16.0, \"Manufact\": \"dodge\", \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 29.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge aries se\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2735, \"Acceleration\": 18.0, \"Manufact\": \"pontiac\", \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"pontiac phoenix\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2865, \"Acceleration\": 16.4, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 24.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford fairmont futura\"}, {\"Horsepower\": null, \"Weight_in_lbs\": 3035, \"Acceleration\": 20.5, \"Manufact\": \"amc\", \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 23.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"amc concord dl\"}, {\"Horsepower\": 74.0, \"Weight_in_lbs\": 1980, \"Acceleration\": 15.3, \"Manufact\": \"volkswagen\", \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"volkswagen rabbit l\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 2025, \"Acceleration\": 18.2, \"Manufact\": \"mazda\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 37.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda glc custom l\"}, {\"Horsepower\": 68.0, \"Weight_in_lbs\": 1970, \"Acceleration\": 17.6, \"Manufact\": \"mazda\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"mazda glc custom\"}, {\"Horsepower\": 63.0, \"Weight_in_lbs\": 2125, \"Acceleration\": 14.7, \"Manufact\": \"plymouth\", \"Cylinders\": 4, \"Displacement\": 105.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"plymouth horizon miser\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2125, \"Acceleration\": 17.3, \"Manufact\": \"mercury\", \"Cylinders\": 4, \"Displacement\": 98.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"mercury lynx l\"}, {\"Horsepower\": 88.0, \"Weight_in_lbs\": 2160, \"Acceleration\": 14.5, \"Manufact\": \"nissan\", \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"nissan stanza xe\"}, {\"Horsepower\": 75.0, \"Weight_in_lbs\": 2205, \"Acceleration\": 14.5, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 107.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda Accelerationord\"}, {\"Horsepower\": 70.0, \"Weight_in_lbs\": 2245, \"Acceleration\": 16.9, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 108.0, \"Miles_per_Gallon\": 34.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota corolla\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1965, \"Acceleration\": 15.0, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda civic\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1965, \"Acceleration\": 15.7, \"Manufact\": \"honda\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"honda civic (auto)\"}, {\"Horsepower\": 67.0, \"Weight_in_lbs\": 1995, \"Acceleration\": 16.2, \"Manufact\": \"datsun\", \"Cylinders\": 4, \"Displacement\": 91.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"datsun 310 gx\"}, {\"Horsepower\": 110.0, \"Weight_in_lbs\": 2945, \"Acceleration\": 16.4, \"Manufact\": \"buick\", \"Cylinders\": 6, \"Displacement\": 181.0, \"Miles_per_Gallon\": 25.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"buick century limited\"}, {\"Horsepower\": 85.0, \"Weight_in_lbs\": 3015, \"Acceleration\": 17.0, \"Manufact\": \"oldsmobile\", \"Cylinders\": 6, \"Displacement\": 262.0, \"Miles_per_Gallon\": 38.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"oldsmobile cutlass ciera (diesel)\"}, {\"Horsepower\": 92.0, \"Weight_in_lbs\": 2585, \"Acceleration\": 14.5, \"Manufact\": \"chrysler\", \"Cylinders\": 4, \"Displacement\": 156.0, \"Miles_per_Gallon\": 26.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chrysler lebaron medallion\"}, {\"Horsepower\": 112.0, \"Weight_in_lbs\": 2835, \"Acceleration\": 14.7, \"Manufact\": \"ford\", \"Cylinders\": 6, \"Displacement\": 232.0, \"Miles_per_Gallon\": 22.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford granada l\"}, {\"Horsepower\": 96.0, \"Weight_in_lbs\": 2665, \"Acceleration\": 13.9, \"Manufact\": \"toyota\", \"Cylinders\": 4, \"Displacement\": 144.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"Japan\", \"Year\": \"1982\", \"Name\": \"toyota celica gt\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2370, \"Acceleration\": 13.0, \"Manufact\": \"dodge\", \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 36.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge charger 2.2\"}, {\"Horsepower\": 90.0, \"Weight_in_lbs\": 2950, \"Acceleration\": 17.3, \"Manufact\": \"chevrolet\", \"Cylinders\": 4, \"Displacement\": 151.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevrolet camaro\"}, {\"Horsepower\": 86.0, \"Weight_in_lbs\": 2790, \"Acceleration\": 15.6, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 140.0, \"Miles_per_Gallon\": 27.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford mustang gl\"}, {\"Horsepower\": 52.0, \"Weight_in_lbs\": 2130, \"Acceleration\": 24.6, \"Manufact\": \"vw\", \"Cylinders\": 4, \"Displacement\": 97.0, \"Miles_per_Gallon\": 44.0, \"Origin\": \"Europe\", \"Year\": \"1982\", \"Name\": \"vw pickup\"}, {\"Horsepower\": 84.0, \"Weight_in_lbs\": 2295, \"Acceleration\": 11.6, \"Manufact\": \"dodge\", \"Cylinders\": 4, \"Displacement\": 135.0, \"Miles_per_Gallon\": 32.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"dodge rampage\"}, {\"Horsepower\": 79.0, \"Weight_in_lbs\": 2625, \"Acceleration\": 18.6, \"Manufact\": \"ford\", \"Cylinders\": 4, \"Displacement\": 120.0, \"Miles_per_Gallon\": 28.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"ford ranger\"}, {\"Horsepower\": 82.0, \"Weight_in_lbs\": 2720, \"Acceleration\": 19.4, \"Manufact\": \"chevy\", \"Cylinders\": 4, \"Displacement\": 119.0, \"Miles_per_Gallon\": 31.0, \"Origin\": \"USA\", \"Year\": \"1982\", \"Name\": \"chevy s-10\"}]}};\n", "var selector = \"#44c34335-48d8-4489-bcec-3b0dc68b000c\";\n", "var type = \"vega-lite\";\n", "\n", "var output_area = this;\n", "require(['nbextensions/jupyter-vega/index'], function(vega) {\n", " vega.render(selector, spec, type, output_area);\n", "}, function (err) {\n", " if (err.requireType !== 'scripterror') {\n", " throw(err);\n", " }\n", "});\n" ] }, "metadata": { "jupyter-vega": "#44c34335-48d8-4489-bcec-3b0dc68b000c" }, "output_type": "display_data" }, { "data": { "image/png": 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" }, "metadata": { "jupyter-vega": "#44c34335-48d8-4489-bcec-3b0dc68b000c" }, "output_type": "display_data" } ], "source": [ "alt.Chart(cars_df).mark_bar().encode(\n", " x=alt.X('Manufact', sort=alt.SortField(field='*', op='count', order='descending')),\n", " y='count(*)',\n", " color='Cylinders:N',\n", ")\n", "\n", "# Let's order the bars by the value" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# Other things to explore/remember\n", "\n", "- Gathering insights follows the same steps we have gone through today, requires patience\n", "- You have to read the manuals and tutorials to lear\n", " - for altair, you have to see the resources form last week\n", "- We might want to create our own groups, or perform the analysis on filtered data\n", " - In previous example, analyze the top 5 manufactureres" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# Other things to explore/remember cont.\n", "\n", "- Find out more about binning in histograms\n", " - This is specific for continuous data and determins the width of the bar\n", " - Current assignment has something to say about this\n", "- Dont' forget this is the first step in data analysis, we barely scratched the surface\n", " - Next week's advanced topics will build on data prepared in this step" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# Guidlines for doing exploratory analysis\n", "\n", "## 1. Know your goal\n", "- Answer specific question (Targeted)\n", "- Build DSS (Targeted)\n", "- Extract insights (Broad)\n", "\n", "For targeted approaches try to determine the data you will need" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## 2. Understand your data\n", "\n", "- Examine the data frame and all the columns\n", "- Know what the data is\n", "- Check for missing data and problems with distributions\n", "- Analysis at this stage is univariate" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## 2. Understand your data cont.\n", "\n", "\n", "- Determine data appropriateness and what transformation are needed\n", "- Identify grouping variables and levels of analysis\n", "\n", "Prepare a report/table/list that details data definitions and characteristics, and details any transformations performed to the data.\n", "\n", "Report should also explain whether the data is suffecient for targetted approaches and what additional information is needed to complete the analysis" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## 3. Prepare the data\n", "\n", "- Collect any additional required information\n", "- Perform any required transformations\n", "- Handle any issues with missing data\n", "- Resolve any distributional issues with the data\n", "\n", "Data should be ready for the analysis after this step" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## 4. Perform the analysis\n", "\n", "- Comparison of variables using appriate plots\n", "- Generation of ranking tables\n", "- Start with higher levels of analysis, then dive to lower\n", "- Try different groups for analysis\n", "- Extract insights and possible questions to ask\n", "- Iterate! don't be afraid to go back to step 1\n", "\n", "Write everything down" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# The writeup\n", "\n", "- Should be on jupyter notebook\n", "- Clarity will depend on how you organize\n", "- Split notebook into:\n", " 1. **Results:** Where you keep a summary of findings\n", " 2. **Analysis:** The details, be sure to include headers to make it wasy to link results to analysis" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# The Results\n", "\n", "- Summarize main findings\n", " - Use tables, lists, or graphs when appropriate\n", "- Section should be in markdown\n", "- Can be converted in to a slideshow\n", "- Include appropriate graphs from analysis\n", " - copy the link to the image that you want then paste it to a markdown link like this:\n", " \n", " ```![]( image_url_here )```\n", "\n", "Reading the result section should highlight the main findings/insights from the analysis" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# The analysis\n", "\n", "- This is where you write the code\n", " - Write your thoughts next to the analysis to keep track of it\n", "- The findings from this section will be compiled into the results section at the top of the notebook\n", "- This section will be hidden in the presentations\n", " - Remember to set the cells as hidden for the slides" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# The Midterm Project\n", "\n", "- Individual work, that is due on **Nov 19th via Slack**\n", "- **The task:** Perform exploratory analysis on an online data source after receiving approval for it from your instructor\n", "- **Deliverables include:**\n", " - The notebook\n", " - The PDF report\n", " - The slides\n" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# Suggested Online Data Sources\n", "- [Kaggle datasets](https://www.kaggle.com/datasets)\n", "- [Knoema datasets](https://knoema.com/GULF2016/gulf-dataset-2015)\n", "- [The Humanitarian Data Exchange](https://data.humdata.org/group/kwt)\n", "- [US Data](http://data.un.org/Explorer.aspx?d=EDATA)\n", "- [IMF Data](http://www.imf.org/en/Data)\n", "- [World Bank](https://data.worldbank.org/data-catalog/)\n", "- [Internationa Aid Transparency Initiative](https://www.iatiregistry.org/csv/download)\n", "- [Resources for 424 Info Vis. Course at University of Washington](http://courses.washington.edu/info424/2007/DataSources.htm) By. Prof. Maureen Stone and Prof. Polle Zellweger. Includes links to various data sources." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# Criteria for acceptable data sets\n", "- At least 6 original variables and 500 observations\n", " - Excluding any transformed variables by the student or ID columns\n", "- Variables must include, or we can extract:\n", " - Continuous data\n", " - Multiple Categorical/Grouping data\n", " - Time data (Can exclude if data is rich, needs approval)\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "celltoolbar": "Slideshow", "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.5.2" } }, "nbformat": 4, "nbformat_minor": 2 }