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Created June 26, 2019 20:18
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"using VegaLite, VegaDatasets"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.vegalite.v3+json": {
"columns": 2,
"data": {
"values": [
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},
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},
{
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{
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{
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{
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},
{
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},
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},
{
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{
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},
{
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},
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},
{
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"Name": "chevrolet vega 2300",
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},
{
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"Name": "toyota corona",
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},
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},
{
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"Displacement": 97,
"Horsepower": 48,
"Miles_per_Gallon": null,
"Name": "volkswagen super beetle 117",
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"Year": "1971-01-01"
},
{
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},
{
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"Horsepower": 105,
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"Name": "plymouth satellite custom",
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"Year": "1971-01-01"
},
{
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"Horsepower": 100,
"Miles_per_Gallon": 17,
"Name": "chevrolet chevelle malibu",
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"Year": "1971-01-01"
},
{
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"Miles_per_Gallon": 19,
"Name": "ford torino 500",
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"Year": "1971-01-01"
},
{
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"Horsepower": 100,
"Miles_per_Gallon": 18,
"Name": "amc matador",
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"Year": "1971-01-01"
},
{
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"Horsepower": 165,
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{
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"Name": "pontiac catalina brougham",
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},
{
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"Miles_per_Gallon": 14,
"Name": "ford galaxie 500",
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},
{
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"Horsepower": 150,
"Miles_per_Gallon": 14,
"Name": "plymouth fury iii",
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"Year": "1971-01-01"
},
{
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"Displacement": 383,
"Horsepower": 180,
"Miles_per_Gallon": 12,
"Name": "dodge monaco (sw)",
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"Year": "1971-01-01"
},
{
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"Miles_per_Gallon": 13,
"Name": "ford country squire (sw)",
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},
{
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"Name": "pontiac safari (sw)",
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"Name": "amc hornet sportabout (sw)",
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},
{
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"Name": "chevrolet vega (sw)",
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},
{
"Acceleration": 15,
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"Horsepower": 100,
"Miles_per_Gallon": 19,
"Name": "pontiac firebird",
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"Year": "1971-01-01"
},
{
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"Horsepower": 88,
"Miles_per_Gallon": 18,
"Name": "ford mustang",
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"Year": "1971-01-01"
},
{
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"Name": "mercury capri 2000",
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},
{
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"Horsepower": 90,
"Miles_per_Gallon": 28,
"Name": "opel 1900",
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"Year": "1971-01-01"
},
{
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"Name": "peugeot 304",
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},
{
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"Miles_per_Gallon": 30,
"Name": "fiat 124b",
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"Year": "1971-01-01"
},
{
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"Displacement": 71,
"Horsepower": 65,
"Miles_per_Gallon": 31,
"Name": "toyota corolla 1200",
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"Year": "1971-01-01"
},
{
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"Name": "datsun 1200",
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},
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"Name": "volkswagen model 111",
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"Year": "1971-01-01"
},
{
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"Name": "plymouth cricket",
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"Year": "1971-01-01"
},
{
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"Name": "toyota corona hardtop",
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"Year": "1972-01-01"
},
{
"Acceleration": 17,
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"Displacement": 97.5,
"Horsepower": 80,
"Miles_per_Gallon": 25,
"Name": "dodge colt hardtop",
"Origin": "USA",
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"Year": "1972-01-01"
},
{
"Acceleration": 23.5,
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"Horsepower": 54,
"Miles_per_Gallon": 23,
"Name": "volkswagen type 3",
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"Weight_in_lbs": 2254,
"Year": "1972-01-01"
},
{
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"Displacement": 140,
"Horsepower": 90,
"Miles_per_Gallon": 20,
"Name": "chevrolet vega",
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"Year": "1972-01-01"
},
{
"Acceleration": 16.5,
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"Horsepower": 86,
"Miles_per_Gallon": 21,
"Name": "ford pinto runabout",
"Origin": "USA",
"Weight_in_lbs": 2226,
"Year": "1972-01-01"
},
{
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"Name": "chevrolet impala",
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"Year": "1972-01-01"
},
{
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"Displacement": 400,
"Horsepower": 175,
"Miles_per_Gallon": 14,
"Name": "pontiac catalina",
"Origin": "USA",
"Weight_in_lbs": 4385,
"Year": "1972-01-01"
},
{
"Acceleration": 13.5,
"Cylinders": 8,
"Displacement": 318,
"Horsepower": 150,
"Miles_per_Gallon": 15,
"Name": "plymouth fury iii",
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"Year": "1972-01-01"
},
{
"Acceleration": 13,
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"Displacement": 351,
"Horsepower": 153,
"Miles_per_Gallon": 14,
"Name": "ford galaxie 500",
"Origin": "USA",
"Weight_in_lbs": 4129,
"Year": "1972-01-01"
},
{
"Acceleration": 11.5,
"Cylinders": 8,
"Displacement": 304,
"Horsepower": 150,
"Miles_per_Gallon": 17,
"Name": "amc ambassador sst",
"Origin": "USA",
"Weight_in_lbs": 3672,
"Year": "1972-01-01"
},
{
"Acceleration": 11,
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"Displacement": 429,
"Horsepower": 208,
"Miles_per_Gallon": 11,
"Name": "mercury marquis",
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"Year": "1972-01-01"
},
{
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"Miles_per_Gallon": 13,
"Name": "buick lesabre custom",
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"Year": "1972-01-01"
},
{
"Acceleration": 13.5,
"Cylinders": 8,
"Displacement": 350,
"Horsepower": 160,
"Miles_per_Gallon": 12,
"Name": "oldsmobile delta 88 royale",
"Origin": "USA",
"Weight_in_lbs": 4456,
"Year": "1972-01-01"
},
{
"Acceleration": 12.5,
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"Displacement": 400,
"Horsepower": 190,
"Miles_per_Gallon": 13,
"Name": "chrysler newport royal",
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"Weight_in_lbs": 4422,
"Year": "1972-01-01"
},
{
"Acceleration": 13.5,
"Cylinders": 3,
"Displacement": 70,
"Horsepower": 97,
"Miles_per_Gallon": 19,
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},
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},
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},
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},
{
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},
{
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},
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},
{
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"Name": "subaru dl",
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},
{
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},
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},
{
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},
{
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},
{
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},
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},
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},
{
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},
{
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"Miles_per_Gallon": 36.1,
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},
{
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},
{
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},
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},
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},
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},
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},
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},
{
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},
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},
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},
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},
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},
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"Name": "chevrolet monte carlo landau",
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},
{
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},
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},
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},
{
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},
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},
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},
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},
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},
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},
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},
{
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},
{
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"Name": "volvo 264gl",
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},
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},
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},
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},
{
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},
{
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},
{
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},
{
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},
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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"Name": "chevrolet malibu classic (sw)",
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},
{
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"Name": "chrysler lebaron town @ country (sw)",
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},
{
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"Name": "vw rabbit custom",
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},
{
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"Miles_per_Gallon": 34.1,
"Name": "maxda glc deluxe",
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},
{
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},
{
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"Name": "amc spirit dl",
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},
{
"Acceleration": 20.1,
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"Horsepower": 77,
"Miles_per_Gallon": 25.4,
"Name": "mercedes benz 300d",
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"Year": "1979-01-01"
},
{
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"Horsepower": 125,
"Miles_per_Gallon": 23,
"Name": "cadillac eldorado",
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},
{
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"Name": "peugeot 504",
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},
{
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},
{
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"Name": "plymouth horizon",
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},
{
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},
{
"Acceleration": 19.2,
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"Miles_per_Gallon": 31.8,
"Name": "datsun 210",
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"Year": "1979-01-01"
},
{
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"Miles_per_Gallon": 37.3,
"Name": "fiat strada custom",
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"Year": "1979-01-01"
},
{
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"Name": "buick skylark limited",
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},
{
"Acceleration": 11.3,
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"Horsepower": 115,
"Miles_per_Gallon": 28.8,
"Name": "chevrolet citation",
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},
{
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"Horsepower": 115,
"Miles_per_Gallon": 26.8,
"Name": "oldsmobile omega brougham",
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"Year": "1979-01-01"
},
{
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"Miles_per_Gallon": 33.5,
"Name": "pontiac phoenix",
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"Year": "1979-01-01"
},
{
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"Horsepower": 76,
"Miles_per_Gallon": 41.5,
"Name": "vw rabbit",
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"Weight_in_lbs": 2144,
"Year": "1980-01-01"
},
{
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"Horsepower": 60,
"Miles_per_Gallon": 38.1,
"Name": "toyota corolla tercel",
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"Weight_in_lbs": 1968,
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},
{
"Acceleration": 15.5,
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"Horsepower": 70,
"Miles_per_Gallon": 32.1,
"Name": "chevrolet chevette",
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"Year": "1980-01-01"
},
{
"Acceleration": 16.4,
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"Horsepower": 65,
"Miles_per_Gallon": 37.2,
"Name": "datsun 310",
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"Year": "1980-01-01"
},
{
"Acceleration": 16.5,
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"Horsepower": 90,
"Miles_per_Gallon": 28,
"Name": "chevrolet citation",
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"Weight_in_lbs": 2678,
"Year": "1980-01-01"
},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
{
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},
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},
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"Cylinders": 4,
"Displacement": 140,
"Horsepower": 86,
"Miles_per_Gallon": 27,
"Name": "ford mustang gl",
"Origin": "USA",
"Weight_in_lbs": 2790,
"Year": "1982-01-01"
},
{
"Acceleration": 24.6,
"Cylinders": 4,
"Displacement": 97,
"Horsepower": 52,
"Miles_per_Gallon": 44,
"Name": "vw pickup",
"Origin": "Europe",
"Weight_in_lbs": 2130,
"Year": "1982-01-01"
},
{
"Acceleration": 11.6,
"Cylinders": 4,
"Displacement": 135,
"Horsepower": 84,
"Miles_per_Gallon": 32,
"Name": "dodge rampage",
"Origin": "USA",
"Weight_in_lbs": 2295,
"Year": "1982-01-01"
},
{
"Acceleration": 18.6,
"Cylinders": 4,
"Displacement": 120,
"Horsepower": 79,
"Miles_per_Gallon": 28,
"Name": "ford ranger",
"Origin": "USA",
"Weight_in_lbs": 2625,
"Year": "1982-01-01"
},
{
"Acceleration": 19.4,
"Cylinders": 4,
"Displacement": 119,
"Horsepower": 82,
"Miles_per_Gallon": 31,
"Name": "chevy s-10",
"Origin": "USA",
"Weight_in_lbs": 2720,
"Year": "1982-01-01"
}
]
},
"encoding": {
"facet": {
"field": "Origin",
"type": "nominal"
},
"x": {
"field": "Miles_per_Gallon",
"type": "quantitative"
},
"y": {
"field": "Acceleration",
"type": "quantitative"
}
},
"mark": "point"
},
"image/png": 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stroke-width: 1; opacity: 1;\"></line></g><g class=\"mark-text role-axis-title\" style=\"pointer-events: none;\"><text text-anchor=\"middle\" transform=\"translate(-21,100) rotate(-90) translate(0,-2)\" style=\"font-family: sans-serif; font-size: 11px; font-weight: bold; fill: #000; opacity: 1;\">Acceleration</text></g></g></g></g></g></g><g transform=\"translate(-1,242)\"><path class=\"background\" d=\"M0,0h0v200h0Z\" style=\"fill: none;\"></path><g><g class=\"mark-group role-axis\"><g transform=\"translate(0.5,0.5)\"><path class=\"background\" d=\"M0,0h0v0h0Z\" style=\"pointer-events: none; fill: none;\"></path><g><g class=\"mark-rule role-axis-tick\" style=\"pointer-events: none;\"><line transform=\"translate(0,200)\" x2=\"-5\" y2=\"0\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(0,162)\" x2=\"-5\" y2=\"0\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(0,123)\" x2=\"-5\" y2=\"0\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(0,85)\" x2=\"-5\" y2=\"0\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(0,46)\" x2=\"-5\" y2=\"0\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(0,8)\" x2=\"-5\" y2=\"0\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line></g><g class=\"mark-text role-axis-label\" style=\"pointer-events: none;\"><text text-anchor=\"end\" transform=\"translate(-7,203)\" style=\"font-family: sans-serif; font-size: 10px; fill: #000; opacity: 1;\">0</text><text text-anchor=\"end\" transform=\"translate(-7,164.53846153846155)\" style=\"font-family: sans-serif; font-size: 10px; fill: #000; opacity: 1;\">5</text><text text-anchor=\"end\" transform=\"translate(-7,126.07692307692307)\" style=\"font-family: sans-serif; font-size: 10px; fill: #000; opacity: 1;\">10</text><text text-anchor=\"end\" transform=\"translate(-7,87.61538461538463)\" style=\"font-family: sans-serif; font-size: 10px; fill: #000; opacity: 1;\">15</text><text text-anchor=\"end\" transform=\"translate(-7,49.15384615384613)\" style=\"font-family: sans-serif; font-size: 10px; fill: #000; opacity: 1;\">20</text><text text-anchor=\"end\" transform=\"translate(-7,10.69230769230768)\" style=\"font-family: sans-serif; font-size: 10px; fill: #000; opacity: 1;\">25</text></g><g class=\"mark-rule role-axis-domain\" style=\"pointer-events: none;\"><line transform=\"translate(0,200)\" x2=\"0\" y2=\"-200\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line></g><g class=\"mark-text role-axis-title\" style=\"pointer-events: none;\"><text text-anchor=\"middle\" transform=\"translate(-21,100) rotate(-90) translate(0,-2)\" style=\"font-family: sans-serif; font-size: 11px; font-weight: bold; fill: #000; opacity: 1;\">Acceleration</text></g></g></g></g></g></g></g><g class=\"mark-group role-column-footer column_footer\"><g transform=\"translate(0,443)\"><path class=\"background\" d=\"M0,0h200v0h-200Z\" style=\"fill: none;\"></path><g><g class=\"mark-group role-axis\"><g transform=\"translate(0.5,0.5)\"><path class=\"background\" d=\"M0,0h0v0h0Z\" style=\"pointer-events: none; fill: none;\"></path><g><g class=\"mark-rule role-axis-tick\" style=\"pointer-events: none;\"><line transform=\"translate(0,0)\" x2=\"0\" y2=\"5\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(40,0)\" x2=\"0\" y2=\"5\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(80,0)\" x2=\"0\" y2=\"5\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(120,0)\" x2=\"0\" y2=\"5\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(160,0)\" x2=\"0\" y2=\"5\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(200,0)\" x2=\"0\" y2=\"5\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line></g><g class=\"mark-text role-axis-label\" style=\"pointer-events: none;\"><text text-anchor=\"start\" transform=\"translate(0,15)\" style=\"font-family: sans-serif; font-size: 10px; fill: #000; opacity: 1;\">0</text><text text-anchor=\"middle\" transform=\"translate(40,15)\" style=\"font-family: sans-serif; font-size: 10px; fill: #000; opacity: 1;\">10</text><text text-anchor=\"middle\" transform=\"translate(80,15)\" style=\"font-family: sans-serif; font-size: 10px; fill: #000; opacity: 1;\">20</text><text text-anchor=\"middle\" transform=\"translate(120,15)\" style=\"font-family: sans-serif; font-size: 10px; fill: #000; opacity: 1;\">30</text><text text-anchor=\"middle\" transform=\"translate(160,15)\" style=\"font-family: sans-serif; font-size: 10px; fill: #000; opacity: 1;\">40</text><text text-anchor=\"end\" transform=\"translate(200,15)\" style=\"font-family: sans-serif; font-size: 10px; fill: #000; opacity: 1;\">50</text></g><g class=\"mark-rule role-axis-domain\" style=\"pointer-events: none;\"><line transform=\"translate(0,0)\" x2=\"200\" y2=\"0\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line></g><g class=\"mark-text role-axis-title\" style=\"pointer-events: none;\"><text text-anchor=\"middle\" transform=\"translate(100,30)\" style=\"font-family: sans-serif; font-size: 11px; font-weight: bold; fill: #000; opacity: 1;\">Miles_per_Gallon</text></g></g></g></g></g></g><g transform=\"translate(222,443)\"><path class=\"background\" d=\"M0,0h200v0h-200Z\" style=\"fill: none;\"></path><g><g class=\"mark-group role-axis\"><g transform=\"translate(0.5,0.5)\"><path class=\"background\" d=\"M0,0h0v0h0Z\" style=\"pointer-events: none; fill: none;\"></path><g><g class=\"mark-rule role-axis-tick\" style=\"pointer-events: none;\"><line transform=\"translate(0,0)\" x2=\"0\" y2=\"5\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(40,0)\" x2=\"0\" y2=\"5\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(80,0)\" x2=\"0\" y2=\"5\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(120,0)\" x2=\"0\" y2=\"5\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(160,0)\" x2=\"0\" y2=\"5\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(200,0)\" x2=\"0\" y2=\"5\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line></g><g class=\"mark-text role-axis-label\" style=\"pointer-events: none;\"><text text-anchor=\"start\" transform=\"translate(0,15)\" style=\"font-family: sans-serif; font-size: 10px; fill: #000; opacity: 1;\">0</text><text text-anchor=\"middle\" transform=\"translate(40,15)\" style=\"font-family: sans-serif; font-size: 10px; fill: #000; opacity: 1;\">10</text><text text-anchor=\"middle\" transform=\"translate(80,15)\" style=\"font-family: sans-serif; font-size: 10px; fill: #000; opacity: 1;\">20</text><text text-anchor=\"middle\" transform=\"translate(120,15)\" style=\"font-family: sans-serif; font-size: 10px; fill: #000; opacity: 1;\">30</text><text text-anchor=\"middle\" transform=\"translate(160,15)\" style=\"font-family: sans-serif; font-size: 10px; fill: #000; opacity: 1;\">40</text><text text-anchor=\"end\" transform=\"translate(200,15)\" style=\"font-family: sans-serif; font-size: 10px; fill: #000; opacity: 1;\">50</text></g><g class=\"mark-rule role-axis-domain\" style=\"pointer-events: none;\"><line transform=\"translate(0,0)\" x2=\"200\" y2=\"0\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line></g><g class=\"mark-text role-axis-title\" style=\"pointer-events: none;\"><text text-anchor=\"middle\" transform=\"translate(100,30)\" style=\"font-family: sans-serif; font-size: 11px; font-weight: bold; fill: #000; opacity: 1;\">Miles_per_Gallon</text></g></g></g></g></g></g></g><g class=\"mark-group role-scope cell\"><g transform=\"translate(0,0)\"><path class=\"background\" d=\"M0.5,0.5h200v200h-200Z\" style=\"fill: none; stroke: #ddd;\"></path><g><g class=\"mark-group role-axis\"><g transform=\"translate(0.5,200.5)\"><path class=\"background\" d=\"M0,0h0v0h0Z\" style=\"pointer-events: none; fill: none;\"></path><g><g class=\"mark-rule role-axis-grid\" style=\"pointer-events: none;\"><line transform=\"translate(0,-200)\" x2=\"0\" y2=\"200\" style=\"fill: none; 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stroke: #4c78a8; stroke-width: 2; opacity: 0.7;\"></path></g><g class=\"mark-text role-title\" style=\"pointer-events: none;\"><text text-anchor=\"middle\" transform=\"translate(100,-12)\" style=\"font-family: sans-serif; font-size: 10px; fill: #000; opacity: 1;\">USA</text></g></g></g></g></g></g></g></g></svg>"
],
"text/plain": [
"VegaLite.VLSpec{:plot}"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dataset(\"cars\") |> @vlplot(:point, x=:Miles_per_Gallon, y=:Acceleration, wrap=:Origin, columns=2)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Julia 1.1.1",
"language": "julia",
"name": "julia-1.1"
},
"language_info": {
"name": ""
}
},
"nbformat": 4,
"nbformat_minor": 4
}
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