Table.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "from vega_datasets import data\n",
    "import pandas\n",
    "import datasets\n",
    "\n",
    "pandas.set_option('display.html.table_schema', True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## URL datatype"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/x.jupyter.relative-dataset-urls+json": [
       "https://raw.githubusercontent.com/codeforamerica/ohana-api/master/data/sample-csv/addresses.csv"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "datasets.output_url(\n",
    "    \"https://raw.githubusercontent.com/codeforamerica/ohana-api/master/data/sample-csv/addresses.csv\"\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## JSON Table Schema"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.dataresource+json": {
       "data": [
        {
         "Acceleration": 12,
         "Cylinders": 8,
         "Displacement": 307,
         "Horsepower": 130,
         "Miles_per_Gallon": 18,
         "Name": "chevrolet chevelle malibu",
         "Origin": "USA",
         "Weight_in_lbs": 3504,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 0
        },
        {
         "Acceleration": 11.5,
         "Cylinders": 8,
         "Displacement": 350,
         "Horsepower": 165,
         "Miles_per_Gallon": 15,
         "Name": "buick skylark 320",
         "Origin": "USA",
         "Weight_in_lbs": 3693,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 1
        },
        {
         "Acceleration": 11,
         "Cylinders": 8,
         "Displacement": 318,
         "Horsepower": 150,
         "Miles_per_Gallon": 18,
         "Name": "plymouth satellite",
         "Origin": "USA",
         "Weight_in_lbs": 3436,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 2
        },
        {
         "Acceleration": 12,
         "Cylinders": 8,
         "Displacement": 304,
         "Horsepower": 150,
         "Miles_per_Gallon": 16,
         "Name": "amc rebel sst",
         "Origin": "USA",
         "Weight_in_lbs": 3433,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 3
        },
        {
         "Acceleration": 10.5,
         "Cylinders": 8,
         "Displacement": 302,
         "Horsepower": 140,
         "Miles_per_Gallon": 17,
         "Name": "ford torino",
         "Origin": "USA",
         "Weight_in_lbs": 3449,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 4
        },
        {
         "Acceleration": 10,
         "Cylinders": 8,
         "Displacement": 429,
         "Horsepower": 198,
         "Miles_per_Gallon": 15,
         "Name": "ford galaxie 500",
         "Origin": "USA",
         "Weight_in_lbs": 4341,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 5
        },
        {
         "Acceleration": 9,
         "Cylinders": 8,
         "Displacement": 454,
         "Horsepower": 220,
         "Miles_per_Gallon": 14,
         "Name": "chevrolet impala",
         "Origin": "USA",
         "Weight_in_lbs": 4354,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 6
        },
        {
         "Acceleration": 8.5,
         "Cylinders": 8,
         "Displacement": 440,
         "Horsepower": 215,
         "Miles_per_Gallon": 14,
         "Name": "plymouth fury iii",
         "Origin": "USA",
         "Weight_in_lbs": 4312,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 7
        },
        {
         "Acceleration": 10,
         "Cylinders": 8,
         "Displacement": 455,
         "Horsepower": 225,
         "Miles_per_Gallon": 14,
         "Name": "pontiac catalina",
         "Origin": "USA",
         "Weight_in_lbs": 4425,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 8
        },
        {
         "Acceleration": 8.5,
         "Cylinders": 8,
         "Displacement": 390,
         "Horsepower": 190,
         "Miles_per_Gallon": 15,
         "Name": "amc ambassador dpl",
         "Origin": "USA",
         "Weight_in_lbs": 3850,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 9
        },
        {
         "Acceleration": 17.5,
         "Cylinders": 4,
         "Displacement": 133,
         "Horsepower": 115,
         "Miles_per_Gallon": null,
         "Name": "citroen ds-21 pallas",
         "Origin": "Europe",
         "Weight_in_lbs": 3090,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 10
        },
        {
         "Acceleration": 11.5,
         "Cylinders": 8,
         "Displacement": 350,
         "Horsepower": 165,
         "Miles_per_Gallon": null,
         "Name": "chevrolet chevelle concours (sw)",
         "Origin": "USA",
         "Weight_in_lbs": 4142,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 11
        },
        {
         "Acceleration": 11,
         "Cylinders": 8,
         "Displacement": 351,
         "Horsepower": 153,
         "Miles_per_Gallon": null,
         "Name": "ford torino (sw)",
         "Origin": "USA",
         "Weight_in_lbs": 4034,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 12
        },
        {
         "Acceleration": 10.5,
         "Cylinders": 8,
         "Displacement": 383,
         "Horsepower": 175,
         "Miles_per_Gallon": null,
         "Name": "plymouth satellite (sw)",
         "Origin": "USA",
         "Weight_in_lbs": 4166,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 13
        },
        {
         "Acceleration": 11,
         "Cylinders": 8,
         "Displacement": 360,
         "Horsepower": 175,
         "Miles_per_Gallon": null,
         "Name": "amc rebel sst (sw)",
         "Origin": "USA",
         "Weight_in_lbs": 3850,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 14
        },
        {
         "Acceleration": 10,
         "Cylinders": 8,
         "Displacement": 383,
         "Horsepower": 170,
         "Miles_per_Gallon": 15,
         "Name": "dodge challenger se",
         "Origin": "USA",
         "Weight_in_lbs": 3563,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 15
        },
        {
         "Acceleration": 8,
         "Cylinders": 8,
         "Displacement": 340,
         "Horsepower": 160,
         "Miles_per_Gallon": 14,
         "Name": "plymouth 'cuda 340",
         "Origin": "USA",
         "Weight_in_lbs": 3609,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 16
        },
        {
         "Acceleration": 8,
         "Cylinders": 8,
         "Displacement": 302,
         "Horsepower": 140,
         "Miles_per_Gallon": null,
         "Name": "ford mustang boss 302",
         "Origin": "USA",
         "Weight_in_lbs": 3353,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 17
        },
        {
         "Acceleration": 9.5,
         "Cylinders": 8,
         "Displacement": 400,
         "Horsepower": 150,
         "Miles_per_Gallon": 15,
         "Name": "chevrolet monte carlo",
         "Origin": "USA",
         "Weight_in_lbs": 3761,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 18
        },
        {
         "Acceleration": 10,
         "Cylinders": 8,
         "Displacement": 455,
         "Horsepower": 225,
         "Miles_per_Gallon": 14,
         "Name": "buick estate wagon (sw)",
         "Origin": "USA",
         "Weight_in_lbs": 3086,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 19
        },
        {
         "Acceleration": 15,
         "Cylinders": 4,
         "Displacement": 113,
         "Horsepower": 95,
         "Miles_per_Gallon": 24,
         "Name": "toyota corona mark ii",
         "Origin": "Japan",
         "Weight_in_lbs": 2372,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 20
        },
        {
         "Acceleration": 15.5,
         "Cylinders": 6,
         "Displacement": 198,
         "Horsepower": 95,
         "Miles_per_Gallon": 22,
         "Name": "plymouth duster",
         "Origin": "USA",
         "Weight_in_lbs": 2833,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 21
        },
        {
         "Acceleration": 15.5,
         "Cylinders": 6,
         "Displacement": 199,
         "Horsepower": 97,
         "Miles_per_Gallon": 18,
         "Name": "amc hornet",
         "Origin": "USA",
         "Weight_in_lbs": 2774,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 22
        },
        {
         "Acceleration": 16,
         "Cylinders": 6,
         "Displacement": 200,
         "Horsepower": 85,
         "Miles_per_Gallon": 21,
         "Name": "ford maverick",
         "Origin": "USA",
         "Weight_in_lbs": 2587,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 23
        },
        {
         "Acceleration": 14.5,
         "Cylinders": 4,
         "Displacement": 97,
         "Horsepower": 88,
         "Miles_per_Gallon": 27,
         "Name": "datsun pl510",
         "Origin": "Japan",
         "Weight_in_lbs": 2130,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 24
        },
        {
         "Acceleration": 20.5,
         "Cylinders": 4,
         "Displacement": 97,
         "Horsepower": 46,
         "Miles_per_Gallon": 26,
         "Name": "volkswagen 1131 deluxe sedan",
         "Origin": "Europe",
         "Weight_in_lbs": 1835,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 25
        },
        {
         "Acceleration": 17.5,
         "Cylinders": 4,
         "Displacement": 110,
         "Horsepower": 87,
         "Miles_per_Gallon": 25,
         "Name": "peugeot 504",
         "Origin": "Europe",
         "Weight_in_lbs": 2672,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 26
        },
        {
         "Acceleration": 14.5,
         "Cylinders": 4,
         "Displacement": 107,
         "Horsepower": 90,
         "Miles_per_Gallon": 24,
         "Name": "audi 100 ls",
         "Origin": "Europe",
         "Weight_in_lbs": 2430,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 27
        },
        {
         "Acceleration": 17.5,
         "Cylinders": 4,
         "Displacement": 104,
         "Horsepower": 95,
         "Miles_per_Gallon": 25,
         "Name": "saab 99e",
         "Origin": "Europe",
         "Weight_in_lbs": 2375,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 28
        },
        {
         "Acceleration": 12.5,
         "Cylinders": 4,
         "Displacement": 121,
         "Horsepower": 113,
         "Miles_per_Gallon": 26,
         "Name": "bmw 2002",
         "Origin": "Europe",
         "Weight_in_lbs": 2234,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 29
        },
        {
         "Acceleration": 15,
         "Cylinders": 6,
         "Displacement": 199,
         "Horsepower": 90,
         "Miles_per_Gallon": 21,
         "Name": "amc gremlin",
         "Origin": "USA",
         "Weight_in_lbs": 2648,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 30
        },
        {
         "Acceleration": 14,
         "Cylinders": 8,
         "Displacement": 360,
         "Horsepower": 215,
         "Miles_per_Gallon": 10,
         "Name": "ford f250",
         "Origin": "USA",
         "Weight_in_lbs": 4615,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 31
        },
        {
         "Acceleration": 15,
         "Cylinders": 8,
         "Displacement": 307,
         "Horsepower": 200,
         "Miles_per_Gallon": 10,
         "Name": "chevy c20",
         "Origin": "USA",
         "Weight_in_lbs": 4376,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 32
        },
        {
         "Acceleration": 13.5,
         "Cylinders": 8,
         "Displacement": 318,
         "Horsepower": 210,
         "Miles_per_Gallon": 11,
         "Name": "dodge d200",
         "Origin": "USA",
         "Weight_in_lbs": 4382,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 33
        },
        {
         "Acceleration": 18.5,
         "Cylinders": 8,
         "Displacement": 304,
         "Horsepower": 193,
         "Miles_per_Gallon": 9,
         "Name": "hi 1200d",
         "Origin": "USA",
         "Weight_in_lbs": 4732,
         "Year": "1970-01-01T00:00:00.000Z",
         "index": 34
        },
        {
         "Acceleration": 14.5,
         "Cylinders": 4,
         "Displacement": 97,
         "Horsepower": 88,
         "Miles_per_Gallon": 27,
         "Name": "datsun pl510",
         "Origin": "Japan",
         "Weight_in_lbs": 2130,
         "Year": "1971-01-01T00:00:00.000Z",
         "index": 35
        },
        {
         "Acceleration": 15.5,
         "Cylinders": 4,
         "Displacement": 140,
         "Horsepower": 90,
         "Miles_per_Gallon": 28,
         "Name": "chevrolet vega 2300",
         "Origin": "USA",
         "Weight_in_lbs": 2264,
         "Year": "1971-01-01T00:00:00.000Z",
         "index": 36
        },
        {
         "Acceleration": 14,
         "Cylinders": 4,
         "Displacement": 113,
         "Horsepower": 95,
         "Miles_per_Gallon": 25,
         "Name": "toyota corona",
         "Origin": "Japan",
         "Weight_in_lbs": 2228,
         "Year": "1971-01-01T00:00:00.000Z",
         "index": 37
        },
        {
         "Acceleration": 19,
         "Cylinders": 4,
         "Displacement": 98,
         "Horsepower": null,
         "Miles_per_Gallon": 25,
         "Name": "ford pinto",
         "Origin": "USA",
         "Weight_in_lbs": 2046,
         "Year": "1971-01-01T00:00:00.000Z",
         "index": 38
        },
        {
         "Acceleration": 20,
         "Cylinders": 4,
         "Displacement": 97,
         "Horsepower": 48,
         "Miles_per_Gallon": null,
         "Name": "volkswagen super beetle 117",
         "Origin": "Europe",
         "Weight_in_lbs": 1978,
         "Year": "1971-01-01T00:00:00.000Z",
         "index": 39
        },
        {
         "Acceleration": 13,
         "Cylinders": 6,
         "Displacement": 232,
         "Horsepower": 100,
         "Miles_per_Gallon": 19,
         "Name": "amc gremlin",
         "Origin": "USA",
         "Weight_in_lbs": 2634,
         "Year": "1971-01-01T00:00:00.000Z",
         "index": 40
        },
        {
         "Acceleration": 15.5,
         "Cylinders": 6,
         "Displacement": 225,
         "Horsepower": 105,
         "Miles_per_Gallon": 16,
         "Name": "plymouth satellite custom",
         "Origin": "USA",
         "Weight_in_lbs": 3439,
         "Year": "1971-01-01T00:00:00.000Z",
         "index": 41
        },
        {
         "Acceleration": 15.5,
         "Cylinders": 6,
         "Displacement": 250,
         "Horsepower": 100,
         "Miles_per_Gallon": 17,
         "Name": "chevrolet chevelle malibu",
         "Origin": "USA",
         "Weight_in_lbs": 3329,
         "Year": "1971-01-01T00:00:00.000Z",
         "index": 42
        },
        {
         "Acceleration": 15.5,
         "Cylinders": 6,
         "Displacement": 250,
         "Horsepower": 88,
         "Miles_per_Gallon": 19,
         "Name": "ford torino 500",
         "Origin": "USA",
         "Weight_in_lbs": 3302,
         "Year": "1971-01-01T00:00:00.000Z",
         "index": 43
        },
        {
         "Acceleration": 15.5,
         "Cylinders": 6,
         "Displacement": 232,
         "Horsepower": 100,
         "Miles_per_Gallon": 18,
         "Name": "amc matador",
         "Origin": "USA",
         "Weight_in_lbs": 3288,
         "Year": "1971-01-01T00:00:00.000Z",
         "index": 44
        },
        {
         "Acceleration": 12,
         "Cylinders": 8,
         "Displacement": 350,
         "Horsepower": 165,
         "Miles_per_Gallon": 14,
         "Name": "chevrolet impala",
         "Origin": "USA",
         "Weight_in_lbs": 4209,
         "Year": "1971-01-01T00:00:00.000Z",
         "index": 45
        },
        {
         "Acceleration": 11.5,
         "Cylinders": 8,
         "Displacement": 400,
         "Horsepower": 175,
         "Miles_per_Gallon": 14,
         "Name": "pontiac catalina brougham",
         "Origin": "USA",
         "Weight_in_lbs": 4464,
         "Year": "1971-01-01T00:00:00.000Z",
         "index": 46
        },
        {
         "Acceleration": 13.5,
         "Cylinders": 8,
         "Displacement": 351,
         "Horsepower": 153,
         "Miles_per_Gallon": 14,
         "Name": "ford galaxie 500",
         "Origin": "USA",
         "Weight_in_lbs": 4154,
         "Year": "1971-01-01T00:00:00.000Z",
         "index": 47
        },
        {
         "Acceleration": 13,
         "Cylinders": 8,
         "Displacement": 318,
         "Horsepower": 150,
         "Miles_per_Gallon": 14,
         "Name": "plymouth fury iii",
         "Origin": "USA",
         "Weight_in_lbs": 4096,
         "Year": "1971-01-01T00:00:00.000Z",
         "index": 48
        },
        {
         "Acceleration": 11.5,
         "Cylinders": 8,
         "Displacement": 383,
         "Horsepower": 180,
         "Miles_per_Gallon": 12,
         "Name": "dodge monaco (sw)",
         "Origin": "USA",
         "Weight_in_lbs": 4955,
         "Year": "1971-01-01T00:00:00.000Z",
         "index": 49
        },
        {
         "Acceleration": 12,
         "Cylinders": 8,
         "Displacement": 400,
         "Horsepower": 170,
         "Miles_per_Gallon": 13,
         "Name": "ford country squire (sw)",
         "Origin": "USA",
         "Weight_in_lbs": 4746,
         "Year": "1971-01-01T00:00:00.000Z",
         "index": 50
        },
        {
         "Acceleration": 12,
         "Cylinders": 8,
         "Displacement": 400,
         "Horsepower": 175,
         "Miles_per_Gallon": 13,
         "Name": "pontiac safari (sw)",
         "Origin": "USA",
         "Weight_in_lbs": 5140,
         "Year": "1971-01-01T00:00:00.000Z",
         "index": 51
        },
        {
         "Acceleration": 13.5,
         "Cylinders": 6,
         "Displacement": 258,
         "Horsepower": 110,
         "Miles_per_Gallon": 18,
         "Name": "amc hornet sportabout (sw)",
         "Origin": "USA",
         "Weight_in_lbs": 2962,
         "Year": "1971-01-01T00:00:00.000Z",
         "index": 52
        },
        {
         "Acceleration": 19,
         "Cylinders": 4,
         "Displacement": 140,
         "Horsepower": 72,
         "Miles_per_Gallon": 22,
         "Name": "chevrolet vega (sw)",
         "Origin": "USA",
         "Weight_in_lbs": 2408,
         "Year": "1971-01-01T00:00:00.000Z",
         "index": 53
        },
        {
         "Acceleration": 15,
         "Cylinders": 6,
         "Displacement": 250,
         "Horsepower": 100,
         "Miles_per_Gallon": 19,
         "Name": "pontiac firebird",
         "Origin": "USA",
         "Weight_in_lbs": 3282,
         "Year": "1971-01-01T00:00:00.000Z",
         "index": 54
        },
        {
         "Acceleration": 14.5,
         "Cylinders": 6,
         "Displacement": 250,
         "Horsepower": 88,
         "Miles_per_Gallon": 18,
         "Name": "ford mustang",
         "Origin": "USA",
         "Weight_in_lbs": 3139,
         "Year": "1971-01-01T00:00:00.000Z",
         "index": 55
        },
        {
         "Acceleration": 14,
         "Cylinders": 4,
         "Displacement": 122,
         "Horsepower": 86,
         "Miles_per_Gallon": 23,
         "Name": "mercury capri 2000",
         "Origin": "USA",
         "Weight_in_lbs": 2220,
         "Year": "1971-01-01T00:00:00.000Z",
         "index": 56
        },
        {
         "Acceleration": 14,
         "Cylinders": 4,
         "Displacement": 116,
         "Horsepower": 90,
         "Miles_per_Gallon": 28,
         "Name": "opel 1900",
         "Origin": "Europe",
         "Weight_in_lbs": 2123,
         "Year": "1971-01-01T00:00:00.000Z",
         "index": 57
        },
        {
         "Acceleration": 19.5,
         "Cylinders": 4,
         "Displacement": 79,
         "Horsepower": 70,
         "Miles_per_Gallon": 30,
         "Name": "peugeot 304",
         "Origin": "Europe",
         "Weight_in_lbs": 2074,
         "Year": "1971-01-01T00:00:00.000Z",
         "index": 58
        },
        {
         "Acceleration": 14.5,
         "Cylinders": 4,
         "Displacement": 88,
         "Horsepower": 76,
         "Miles_per_Gallon": 30,
         "Name": "fiat 124b",
         "Origin": "Europe",
         "Weight_in_lbs": 2065,
         "Year": "1971-01-01T00:00:00.000Z",
         "index": 59
        }
       ],
       "schema": {
        "fields": [
         {
          "name": "index",
          "type": "integer"
         },
         {
          "name": "Acceleration",
          "type": "number"
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          "name": "Cylinders",
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         {
          "name": "Displacement",
          "type": "number"
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          "name": "Horsepower",
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          "name": "Miles_per_Gallon",
          "type": "number"
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          "name": "Name",
          "type": "string"
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         {
          "name": "Origin",
          "type": "string"
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         {
          "name": "Weight_in_lbs",
          "type": "integer"
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         {
          "name": "Year",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Acceleration</th>\n",
       "      <th>Cylinders</th>\n",
       "      <th>Displacement</th>\n",
       "      <th>Horsepower</th>\n",
       "      <th>Miles_per_Gallon</th>\n",
       "      <th>Name</th>\n",
       "      <th>Origin</th>\n",
       "      <th>Weight_in_lbs</th>\n",
       "      <th>Year</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>12.0</td>\n",
       "      <td>8</td>\n",
       "      <td>307.0</td>\n",
       "      <td>130.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>chevrolet chevelle malibu</td>\n",
       "      <td>USA</td>\n",
       "      <td>3504</td>\n",
       "      <td>1970-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>11.5</td>\n",
       "      <td>8</td>\n",
       "      <td>350.0</td>\n",
       "      <td>165.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>buick skylark 320</td>\n",
       "      <td>USA</td>\n",
       "      <td>3693</td>\n",
       "      <td>1970-01-01</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>11.0</td>\n",
       "      <td>8</td>\n",
       "      <td>318.0</td>\n",
       "      <td>150.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>plymouth satellite</td>\n",
       "      <td>USA</td>\n",
       "      <td>3436</td>\n",
       "      <td>1970-01-01</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>12.0</td>\n",
       "      <td>8</td>\n",
       "      <td>304.0</td>\n",
       "      <td>150.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>amc rebel sst</td>\n",
       "      <td>USA</td>\n",
       "      <td>3433</td>\n",
       "      <td>1970-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>10.5</td>\n",
       "      <td>8</td>\n",
       "      <td>302.0</td>\n",
       "      <td>140.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>ford torino</td>\n",
       "      <td>USA</td>\n",
       "      <td>3449</td>\n",
       "      <td>1970-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>10.0</td>\n",
       "      <td>8</td>\n",
       "      <td>429.0</td>\n",
       "      <td>198.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>ford galaxie 500</td>\n",
       "      <td>USA</td>\n",
       "      <td>4341</td>\n",
       "      <td>1970-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>9.0</td>\n",
       "      <td>8</td>\n",
       "      <td>454.0</td>\n",
       "      <td>220.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>chevrolet impala</td>\n",
       "      <td>USA</td>\n",
       "      <td>4354</td>\n",
       "      <td>1970-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>8.5</td>\n",
       "      <td>8</td>\n",
       "      <td>440.0</td>\n",
       "      <td>215.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>plymouth fury iii</td>\n",
       "      <td>USA</td>\n",
       "      <td>4312</td>\n",
       "      <td>1970-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>10.0</td>\n",
       "      <td>8</td>\n",
       "      <td>455.0</td>\n",
       "      <td>225.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>pontiac catalina</td>\n",
       "      <td>USA</td>\n",
       "      <td>4425</td>\n",
       "      <td>1970-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>8.5</td>\n",
       "      <td>8</td>\n",
       "      <td>390.0</td>\n",
       "      <td>190.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>amc ambassador dpl</td>\n",
       "      <td>USA</td>\n",
       "      <td>3850</td>\n",
       "      <td>1970-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>17.5</td>\n",
       "      <td>4</td>\n",
       "      <td>133.0</td>\n",
       "      <td>115.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>citroen ds-21 pallas</td>\n",
       "      <td>Europe</td>\n",
       "      <td>3090</td>\n",
       "      <td>1970-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>11.5</td>\n",
       "      <td>8</td>\n",
       "      <td>350.0</td>\n",
       "      <td>165.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>chevrolet chevelle concours (sw)</td>\n",
       "      <td>USA</td>\n",
       "      <td>4142</td>\n",
       "      <td>1970-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>11.0</td>\n",
       "      <td>8</td>\n",
       "      <td>351.0</td>\n",
       "      <td>153.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ford torino (sw)</td>\n",
       "      <td>USA</td>\n",
       "      <td>4034</td>\n",
       "      <td>1970-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>10.5</td>\n",
       "      <td>8</td>\n",
       "      <td>383.0</td>\n",
       "      <td>175.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>plymouth satellite (sw)</td>\n",
       "      <td>USA</td>\n",
       "      <td>4166</td>\n",
       "      <td>1970-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>11.0</td>\n",
       "      <td>8</td>\n",
       "      <td>360.0</td>\n",
       "      <td>175.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>amc rebel sst (sw)</td>\n",
       "      <td>USA</td>\n",
       "      <td>3850</td>\n",
       "      <td>1970-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>10.0</td>\n",
       "      <td>8</td>\n",
       "      <td>383.0</td>\n",
       "      <td>170.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>dodge challenger se</td>\n",
       "      <td>USA</td>\n",
       "      <td>3563</td>\n",
       "      <td>1970-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>8.0</td>\n",
       "      <td>8</td>\n",
       "      <td>340.0</td>\n",
       "      <td>160.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>plymouth 'cuda 340</td>\n",
       "      <td>USA</td>\n",
       "      <td>3609</td>\n",
       "      <td>1970-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>8.0</td>\n",
       "      <td>8</td>\n",
       "      <td>302.0</td>\n",
       "      <td>140.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ford mustang boss 302</td>\n",
       "      <td>USA</td>\n",
       "      <td>3353</td>\n",
       "      <td>1970-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>9.5</td>\n",
       "      <td>8</td>\n",
       "      <td>400.0</td>\n",
       "      <td>150.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>chevrolet monte carlo</td>\n",
       "      <td>USA</td>\n",
       "      <td>3761</td>\n",
       "      <td>1970-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>10.0</td>\n",
       "      <td>8</td>\n",
       "      <td>455.0</td>\n",
       "      <td>225.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>buick estate wagon (sw)</td>\n",
       "      <td>USA</td>\n",
       "      <td>3086</td>\n",
       "      <td>1970-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>15.0</td>\n",
       "      <td>4</td>\n",
       "      <td>113.0</td>\n",
       "      <td>95.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>toyota corona mark ii</td>\n",
       "      <td>Japan</td>\n",
       "      <td>2372</td>\n",
       "      <td>1970-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>15.5</td>\n",
       "      <td>6</td>\n",
       "      <td>198.0</td>\n",
       "      <td>95.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>plymouth duster</td>\n",
       "      <td>USA</td>\n",
       "      <td>2833</td>\n",
       "      <td>1970-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>15.5</td>\n",
       "      <td>6</td>\n",
       "      <td>199.0</td>\n",
       "      <td>97.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>amc hornet</td>\n",
       "      <td>USA</td>\n",
       "      <td>2774</td>\n",
       "      <td>1970-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>16.0</td>\n",
       "      <td>6</td>\n",
       "      <td>200.0</td>\n",
       "      <td>85.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>ford maverick</td>\n",
       "      <td>USA</td>\n",
       "      <td>2587</td>\n",
       "      <td>1970-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>14.5</td>\n",
       "      <td>4</td>\n",
       "      <td>97.0</td>\n",
       "      <td>88.0</td>\n",
       "      <td>27.0</td>\n",
       "      <td>datsun pl510</td>\n",
       "      <td>Japan</td>\n",
       "      <td>2130</td>\n",
       "      <td>1970-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>20.5</td>\n",
       "      <td>4</td>\n",
       "      <td>97.0</td>\n",
       "      <td>46.0</td>\n",
       "      <td>26.0</td>\n",
       "      <td>volkswagen 1131 deluxe sedan</td>\n",
       "      <td>Europe</td>\n",
       "      <td>1835</td>\n",
       "      <td>1970-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>17.5</td>\n",
       "      <td>4</td>\n",
       "      <td>110.0</td>\n",
       "      <td>87.0</td>\n",
       "      <td>25.0</td>\n",
       "      <td>peugeot 504</td>\n",
       "      <td>Europe</td>\n",
       "      <td>2672</td>\n",
       "      <td>1970-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>14.5</td>\n",
       "      <td>4</td>\n",
       "      <td>107.0</td>\n",
       "      <td>90.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>audi 100 ls</td>\n",
       "      <td>Europe</td>\n",
       "      <td>2430</td>\n",
       "      <td>1970-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>17.5</td>\n",
       "      <td>4</td>\n",
       "      <td>104.0</td>\n",
       "      <td>95.0</td>\n",
       "      <td>25.0</td>\n",
       "      <td>saab 99e</td>\n",
       "      <td>Europe</td>\n",
       "      <td>2375</td>\n",
       "      <td>1970-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>12.5</td>\n",
       "      <td>4</td>\n",
       "      <td>121.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>26.0</td>\n",
       "      <td>bmw 2002</td>\n",
       "      <td>Europe</td>\n",
       "      <td>2234</td>\n",
       "      <td>1970-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>376</th>\n",
       "      <td>18.6</td>\n",
       "      <td>4</td>\n",
       "      <td>112.0</td>\n",
       "      <td>88.0</td>\n",
       "      <td>27.0</td>\n",
       "      <td>chevrolet cavalier wagon</td>\n",
       "      <td>USA</td>\n",
       "      <td>2640</td>\n",
       "      <td>1982-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>377</th>\n",
       "      <td>18.0</td>\n",
       "      <td>4</td>\n",
       "      <td>112.0</td>\n",
       "      <td>88.0</td>\n",
       "      <td>34.0</td>\n",
       "      <td>chevrolet cavalier 2-door</td>\n",
       "      <td>USA</td>\n",
       "      <td>2395</td>\n",
       "      <td>1982-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>378</th>\n",
       "      <td>16.2</td>\n",
       "      <td>4</td>\n",
       "      <td>112.0</td>\n",
       "      <td>85.0</td>\n",
       "      <td>31.0</td>\n",
       "      <td>pontiac j2000 se hatchback</td>\n",
       "      <td>USA</td>\n",
       "      <td>2575</td>\n",
       "      <td>1982-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>379</th>\n",
       "      <td>16.0</td>\n",
       "      <td>4</td>\n",
       "      <td>135.0</td>\n",
       "      <td>84.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>dodge aries se</td>\n",
       "      <td>USA</td>\n",
       "      <td>2525</td>\n",
       "      <td>1982-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>380</th>\n",
       "      <td>18.0</td>\n",
       "      <td>4</td>\n",
       "      <td>151.0</td>\n",
       "      <td>90.0</td>\n",
       "      <td>27.0</td>\n",
       "      <td>pontiac phoenix</td>\n",
       "      <td>USA</td>\n",
       "      <td>2735</td>\n",
       "      <td>1982-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>381</th>\n",
       "      <td>16.4</td>\n",
       "      <td>4</td>\n",
       "      <td>140.0</td>\n",
       "      <td>92.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>ford fairmont futura</td>\n",
       "      <td>USA</td>\n",
       "      <td>2865</td>\n",
       "      <td>1982-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>382</th>\n",
       "      <td>20.5</td>\n",
       "      <td>4</td>\n",
       "      <td>151.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>23.0</td>\n",
       "      <td>amc concord dl</td>\n",
       "      <td>USA</td>\n",
       "      <td>3035</td>\n",
       "      <td>1982-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>383</th>\n",
       "      <td>15.3</td>\n",
       "      <td>4</td>\n",
       "      <td>105.0</td>\n",
       "      <td>74.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>volkswagen rabbit l</td>\n",
       "      <td>Europe</td>\n",
       "      <td>1980</td>\n",
       "      <td>1982-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>384</th>\n",
       "      <td>18.2</td>\n",
       "      <td>4</td>\n",
       "      <td>91.0</td>\n",
       "      <td>68.0</td>\n",
       "      <td>37.0</td>\n",
       "      <td>mazda glc custom l</td>\n",
       "      <td>Japan</td>\n",
       "      <td>2025</td>\n",
       "      <td>1982-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>385</th>\n",
       "      <td>17.6</td>\n",
       "      <td>4</td>\n",
       "      <td>91.0</td>\n",
       "      <td>68.0</td>\n",
       "      <td>31.0</td>\n",
       "      <td>mazda glc custom</td>\n",
       "      <td>Japan</td>\n",
       "      <td>1970</td>\n",
       "      <td>1982-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>386</th>\n",
       "      <td>14.7</td>\n",
       "      <td>4</td>\n",
       "      <td>105.0</td>\n",
       "      <td>63.0</td>\n",
       "      <td>38.0</td>\n",
       "      <td>plymouth horizon miser</td>\n",
       "      <td>USA</td>\n",
       "      <td>2125</td>\n",
       "      <td>1982-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>387</th>\n",
       "      <td>17.3</td>\n",
       "      <td>4</td>\n",
       "      <td>98.0</td>\n",
       "      <td>70.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>mercury lynx l</td>\n",
       "      <td>USA</td>\n",
       "      <td>2125</td>\n",
       "      <td>1982-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>388</th>\n",
       "      <td>14.5</td>\n",
       "      <td>4</td>\n",
       "      <td>120.0</td>\n",
       "      <td>88.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>nissan stanza xe</td>\n",
       "      <td>Japan</td>\n",
       "      <td>2160</td>\n",
       "      <td>1982-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>389</th>\n",
       "      <td>14.5</td>\n",
       "      <td>4</td>\n",
       "      <td>107.0</td>\n",
       "      <td>75.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>honda Accelerationord</td>\n",
       "      <td>Japan</td>\n",
       "      <td>2205</td>\n",
       "      <td>1982-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>390</th>\n",
       "      <td>16.9</td>\n",
       "      <td>4</td>\n",
       "      <td>108.0</td>\n",
       "      <td>70.0</td>\n",
       "      <td>34.0</td>\n",
       "      <td>toyota corolla</td>\n",
       "      <td>Japan</td>\n",
       "      <td>2245</td>\n",
       "      <td>1982-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>391</th>\n",
       "      <td>15.0</td>\n",
       "      <td>4</td>\n",
       "      <td>91.0</td>\n",
       "      <td>67.0</td>\n",
       "      <td>38.0</td>\n",
       "      <td>honda civic</td>\n",
       "      <td>Japan</td>\n",
       "      <td>1965</td>\n",
       "      <td>1982-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>392</th>\n",
       "      <td>15.7</td>\n",
       "      <td>4</td>\n",
       "      <td>91.0</td>\n",
       "      <td>67.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>honda civic (auto)</td>\n",
       "      <td>Japan</td>\n",
       "      <td>1965</td>\n",
       "      <td>1982-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>393</th>\n",
       "      <td>16.2</td>\n",
       "      <td>4</td>\n",
       "      <td>91.0</td>\n",
       "      <td>67.0</td>\n",
       "      <td>38.0</td>\n",
       "      <td>datsun 310 gx</td>\n",
       "      <td>Japan</td>\n",
       "      <td>1995</td>\n",
       "      <td>1982-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>394</th>\n",
       "      <td>16.4</td>\n",
       "      <td>6</td>\n",
       "      <td>181.0</td>\n",
       "      <td>110.0</td>\n",
       "      <td>25.0</td>\n",
       "      <td>buick century limited</td>\n",
       "      <td>USA</td>\n",
       "      <td>2945</td>\n",
       "      <td>1982-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>395</th>\n",
       "      <td>17.0</td>\n",
       "      <td>6</td>\n",
       "      <td>262.0</td>\n",
       "      <td>85.0</td>\n",
       "      <td>38.0</td>\n",
       "      <td>oldsmobile cutlass ciera (diesel)</td>\n",
       "      <td>USA</td>\n",
       "      <td>3015</td>\n",
       "      <td>1982-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>396</th>\n",
       "      <td>14.5</td>\n",
       "      <td>4</td>\n",
       "      <td>156.0</td>\n",
       "      <td>92.0</td>\n",
       "      <td>26.0</td>\n",
       "      <td>chrysler lebaron medallion</td>\n",
       "      <td>USA</td>\n",
       "      <td>2585</td>\n",
       "      <td>1982-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>397</th>\n",
       "      <td>14.7</td>\n",
       "      <td>6</td>\n",
       "      <td>232.0</td>\n",
       "      <td>112.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>ford granada l</td>\n",
       "      <td>USA</td>\n",
       "      <td>2835</td>\n",
       "      <td>1982-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>398</th>\n",
       "      <td>13.9</td>\n",
       "      <td>4</td>\n",
       "      <td>144.0</td>\n",
       "      <td>96.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>toyota celica gt</td>\n",
       "      <td>Japan</td>\n",
       "      <td>2665</td>\n",
       "      <td>1982-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>399</th>\n",
       "      <td>13.0</td>\n",
       "      <td>4</td>\n",
       "      <td>135.0</td>\n",
       "      <td>84.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>dodge charger 2.2</td>\n",
       "      <td>USA</td>\n",
       "      <td>2370</td>\n",
       "      <td>1982-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>400</th>\n",
       "      <td>17.3</td>\n",
       "      <td>4</td>\n",
       "      <td>151.0</td>\n",
       "      <td>90.0</td>\n",
       "      <td>27.0</td>\n",
       "      <td>chevrolet camaro</td>\n",
       "      <td>USA</td>\n",
       "      <td>2950</td>\n",
       "      <td>1982-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>401</th>\n",
       "      <td>15.6</td>\n",
       "      <td>4</td>\n",
       "      <td>140.0</td>\n",
       "      <td>86.0</td>\n",
       "      <td>27.0</td>\n",
       "      <td>ford mustang gl</td>\n",
       "      <td>USA</td>\n",
       "      <td>2790</td>\n",
       "      <td>1982-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>402</th>\n",
       "      <td>24.6</td>\n",
       "      <td>4</td>\n",
       "      <td>97.0</td>\n",
       "      <td>52.0</td>\n",
       "      <td>44.0</td>\n",
       "      <td>vw pickup</td>\n",
       "      <td>Europe</td>\n",
       "      <td>2130</td>\n",
       "      <td>1982-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>403</th>\n",
       "      <td>11.6</td>\n",
       "      <td>4</td>\n",
       "      <td>135.0</td>\n",
       "      <td>84.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>dodge rampage</td>\n",
       "      <td>USA</td>\n",
       "      <td>2295</td>\n",
       "      <td>1982-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>404</th>\n",
       "      <td>18.6</td>\n",
       "      <td>4</td>\n",
       "      <td>120.0</td>\n",
       "      <td>79.0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>ford ranger</td>\n",
       "      <td>USA</td>\n",
       "      <td>2625</td>\n",
       "      <td>1982-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>405</th>\n",
       "      <td>19.4</td>\n",
       "      <td>4</td>\n",
       "      <td>119.0</td>\n",
       "      <td>82.0</td>\n",
       "      <td>31.0</td>\n",
       "      <td>chevy s-10</td>\n",
       "      <td>USA</td>\n",
       "      <td>2720</td>\n",
       "      <td>1982-01-01</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>406 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Acceleration  Cylinders  Displacement  Horsepower  Miles_per_Gallon  \\\n",
       "0            12.0          8         307.0       130.0              18.0   \n",
       "1            11.5          8         350.0       165.0              15.0   \n",
       "2            11.0          8         318.0       150.0              18.0   \n",
       "3            12.0          8         304.0       150.0              16.0   \n",
       "4            10.5          8         302.0       140.0              17.0   \n",
       "5            10.0          8         429.0       198.0              15.0   \n",
       "6             9.0          8         454.0       220.0              14.0   \n",
       "7             8.5          8         440.0       215.0              14.0   \n",
       "8            10.0          8         455.0       225.0              14.0   \n",
       "9             8.5          8         390.0       190.0              15.0   \n",
       "10           17.5          4         133.0       115.0               NaN   \n",
       "11           11.5          8         350.0       165.0               NaN   \n",
       "12           11.0          8         351.0       153.0               NaN   \n",
       "13           10.5          8         383.0       175.0               NaN   \n",
       "14           11.0          8         360.0       175.0               NaN   \n",
       "15           10.0          8         383.0       170.0              15.0   \n",
       "16            8.0          8         340.0       160.0              14.0   \n",
       "17            8.0          8         302.0       140.0               NaN   \n",
       "18            9.5          8         400.0       150.0              15.0   \n",
       "19           10.0          8         455.0       225.0              14.0   \n",
       "20           15.0          4         113.0        95.0              24.0   \n",
       "21           15.5          6         198.0        95.0              22.0   \n",
       "22           15.5          6         199.0        97.0              18.0   \n",
       "23           16.0          6         200.0        85.0              21.0   \n",
       "24           14.5          4          97.0        88.0              27.0   \n",
       "25           20.5          4          97.0        46.0              26.0   \n",
       "26           17.5          4         110.0        87.0              25.0   \n",
       "27           14.5          4         107.0        90.0              24.0   \n",
       "28           17.5          4         104.0        95.0              25.0   \n",
       "29           12.5          4         121.0       113.0              26.0   \n",
       "..            ...        ...           ...         ...               ...   \n",
       "376          18.6          4         112.0        88.0              27.0   \n",
       "377          18.0          4         112.0        88.0              34.0   \n",
       "378          16.2          4         112.0        85.0              31.0   \n",
       "379          16.0          4         135.0        84.0              29.0   \n",
       "380          18.0          4         151.0        90.0              27.0   \n",
       "381          16.4          4         140.0        92.0              24.0   \n",
       "382          20.5          4         151.0         NaN              23.0   \n",
       "383          15.3          4         105.0        74.0              36.0   \n",
       "384          18.2          4          91.0        68.0              37.0   \n",
       "385          17.6          4          91.0        68.0              31.0   \n",
       "386          14.7          4         105.0        63.0              38.0   \n",
       "387          17.3          4          98.0        70.0              36.0   \n",
       "388          14.5          4         120.0        88.0              36.0   \n",
       "389          14.5          4         107.0        75.0              36.0   \n",
       "390          16.9          4         108.0        70.0              34.0   \n",
       "391          15.0          4          91.0        67.0              38.0   \n",
       "392          15.7          4          91.0        67.0              32.0   \n",
       "393          16.2          4          91.0        67.0              38.0   \n",
       "394          16.4          6         181.0       110.0              25.0   \n",
       "395          17.0          6         262.0        85.0              38.0   \n",
       "396          14.5          4         156.0        92.0              26.0   \n",
       "397          14.7          6         232.0       112.0              22.0   \n",
       "398          13.9          4         144.0        96.0              32.0   \n",
       "399          13.0          4         135.0        84.0              36.0   \n",
       "400          17.3          4         151.0        90.0              27.0   \n",
       "401          15.6          4         140.0        86.0              27.0   \n",
       "402          24.6          4          97.0        52.0              44.0   \n",
       "403          11.6          4         135.0        84.0              32.0   \n",
       "404          18.6          4         120.0        79.0              28.0   \n",
       "405          19.4          4         119.0        82.0              31.0   \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  \n",
       "5                     ford galaxie 500     USA           4341 1970-01-01  \n",
       "6                     chevrolet impala     USA           4354 1970-01-01  \n",
       "7                    plymouth fury iii     USA           4312 1970-01-01  \n",
       "8                     pontiac catalina     USA           4425 1970-01-01  \n",
       "9                   amc ambassador dpl     USA           3850 1970-01-01  \n",
       "10                citroen ds-21 pallas  Europe           3090 1970-01-01  \n",
       "11    chevrolet chevelle concours (sw)     USA           4142 1970-01-01  \n",
       "12                    ford torino (sw)     USA           4034 1970-01-01  \n",
       "13             plymouth satellite (sw)     USA           4166 1970-01-01  \n",
       "14                  amc rebel sst (sw)     USA           3850 1970-01-01  \n",
       "15                 dodge challenger se     USA           3563 1970-01-01  \n",
       "16                  plymouth 'cuda 340     USA           3609 1970-01-01  \n",
       "17               ford mustang boss 302     USA           3353 1970-01-01  \n",
       "18               chevrolet monte carlo     USA           3761 1970-01-01  \n",
       "19             buick estate wagon (sw)     USA           3086 1970-01-01  \n",
       "20               toyota corona mark ii   Japan           2372 1970-01-01  \n",
       "21                     plymouth duster     USA           2833 1970-01-01  \n",
       "22                          amc hornet     USA           2774 1970-01-01  \n",
       "23                       ford maverick     USA           2587 1970-01-01  \n",
       "24                        datsun pl510   Japan           2130 1970-01-01  \n",
       "25        volkswagen 1131 deluxe sedan  Europe           1835 1970-01-01  \n",
       "26                         peugeot 504  Europe           2672 1970-01-01  \n",
       "27                         audi 100 ls  Europe           2430 1970-01-01  \n",
       "28                            saab 99e  Europe           2375 1970-01-01  \n",
       "29                            bmw 2002  Europe           2234 1970-01-01  \n",
       "..                                 ...     ...            ...        ...  \n",
       "376           chevrolet cavalier wagon     USA           2640 1982-01-01  \n",
       "377          chevrolet cavalier 2-door     USA           2395 1982-01-01  \n",
       "378         pontiac j2000 se hatchback     USA           2575 1982-01-01  \n",
       "379                     dodge aries se     USA           2525 1982-01-01  \n",
       "380                    pontiac phoenix     USA           2735 1982-01-01  \n",
       "381               ford fairmont futura     USA           2865 1982-01-01  \n",
       "382                     amc concord dl     USA           3035 1982-01-01  \n",
       "383                volkswagen rabbit l  Europe           1980 1982-01-01  \n",
       "384                 mazda glc custom l   Japan           2025 1982-01-01  \n",
       "385                   mazda glc custom   Japan           1970 1982-01-01  \n",
       "386             plymouth horizon miser     USA           2125 1982-01-01  \n",
       "387                     mercury lynx l     USA           2125 1982-01-01  \n",
       "388                   nissan stanza xe   Japan           2160 1982-01-01  \n",
       "389              honda Accelerationord   Japan           2205 1982-01-01  \n",
       "390                     toyota corolla   Japan           2245 1982-01-01  \n",
       "391                        honda civic   Japan           1965 1982-01-01  \n",
       "392                 honda civic (auto)   Japan           1965 1982-01-01  \n",
       "393                      datsun 310 gx   Japan           1995 1982-01-01  \n",
       "394              buick century limited     USA           2945 1982-01-01  \n",
       "395  oldsmobile cutlass ciera (diesel)     USA           3015 1982-01-01  \n",
       "396         chrysler lebaron medallion     USA           2585 1982-01-01  \n",
       "397                     ford granada l     USA           2835 1982-01-01  \n",
       "398                   toyota celica gt   Japan           2665 1982-01-01  \n",
       "399                  dodge charger 2.2     USA           2370 1982-01-01  \n",
       "400                   chevrolet camaro     USA           2950 1982-01-01  \n",
       "401                    ford mustang gl     USA           2790 1982-01-01  \n",
       "402                          vw pickup  Europe           2130 1982-01-01  \n",
       "403                      dodge rampage     USA           2295 1982-01-01  \n",
       "404                        ford ranger     USA           2625 1982-01-01  \n",
       "405                         chevy s-10     USA           2720 1982-01-01  \n",
       "\n",
       "[406 rows x 9 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = data.iris()\n",
    "data.cars()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## File Dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/x.jupyter.relative-dataset-urls+json": [
       "tmp.csv"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "path = \"tmp.csv\"\n",
    "df.to_csv(path, index=False)\n",
    "datasets.output_url(path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
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  }
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