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davidanthoff/vegalite3.ipynb

Created June 20, 2019 11:13
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vegalite3.ipynb
{
"cells": [
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"using Pkg"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"pkg\"activate --shared queryverse\""
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"using VegaLite, VegaDatasets"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.vegalite.v3+json": {
"data": {
"values": [
{
"Acceleration": 12,
"Cylinders": 8,
"Displacement": 307,
"Horsepower": 130,
"Miles_per_Gallon": 18,
"Name": "chevrolet chevelle malibu",
"Origin": "USA",
"Weight_in_lbs": 3504,
"Year": "1970-01-01"
},
{
"Acceleration": 11.5,
"Cylinders": 8,
"Displacement": 350,
"Horsepower": 165,
"Miles_per_Gallon": 15,
"Name": "buick skylark 320",
"Origin": "USA",
"Weight_in_lbs": 3693,
"Year": "1970-01-01"
},
{
"Acceleration": 11,
"Cylinders": 8,
"Displacement": 318,
"Horsepower": 150,
"Miles_per_Gallon": 18,
"Name": "plymouth satellite",
"Origin": "USA",
"Weight_in_lbs": 3436,
"Year": "1970-01-01"
},
{
"Acceleration": 12,
"Cylinders": 8,
"Displacement": 304,
"Horsepower": 150,
"Miles_per_Gallon": 16,
"Name": "amc rebel sst",
"Origin": "USA",
"Weight_in_lbs": 3433,
"Year": "1970-01-01"
},
{
"Acceleration": 10.5,
"Cylinders": 8,
"Displacement": 302,
"Horsepower": 140,
"Miles_per_Gallon": 17,
"Name": "ford torino",
"Origin": "USA",
"Weight_in_lbs": 3449,
"Year": "1970-01-01"
},
{
"Acceleration": 10,
"Cylinders": 8,
"Displacement": 429,
"Horsepower": 198,
"Miles_per_Gallon": 15,
"Name": "ford galaxie 500",
"Origin": "USA",
"Weight_in_lbs": 4341,
"Year": "1970-01-01"
},
{
"Acceleration": 9,
"Cylinders": 8,
"Displacement": 454,
"Horsepower": 220,
"Miles_per_Gallon": 14,
"Name": "chevrolet impala",
"Origin": "USA",
"Weight_in_lbs": 4354,
"Year": "1970-01-01"
},
{
"Acceleration": 8.5,
"Cylinders": 8,
"Displacement": 440,
"Horsepower": 215,
"Miles_per_Gallon": 14,
"Name": "plymouth fury iii",
"Origin": "USA",
"Weight_in_lbs": 4312,
"Year": "1970-01-01"
},
{
"Acceleration": 10,
"Cylinders": 8,
"Displacement": 455,
"Horsepower": 225,
"Miles_per_Gallon": 14,
"Name": "pontiac catalina",
"Origin": "USA",
"Weight_in_lbs": 4425,
"Year": "1970-01-01"
},
{
"Acceleration": 8.5,
"Cylinders": 8,
"Displacement": 390,
"Horsepower": 190,
"Miles_per_Gallon": 15,
"Name": "amc ambassador dpl",
"Origin": "USA",
"Weight_in_lbs": 3850,
"Year": "1970-01-01"
},
{
"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": "1970-01-01"
},
{
"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": "1970-01-01"
},
{
"Acceleration": 11,
"Cylinders": 8,
"Displacement": 351,
"Horsepower": 153,
"Miles_per_Gallon": null,
"Name": "ford torino (sw)",
"Origin": "USA",
"Weight_in_lbs": 4034,
"Year": "1970-01-01"
},
{
"Acceleration": 10.5,
"Cylinders": 8,
"Displacement": 383,
"Horsepower": 175,
"Miles_per_Gallon": null,
"Name": "plymouth satellite (sw)",
"Origin": "USA",
"Weight_in_lbs": 4166,
"Year": "1970-01-01"
},
{
"Acceleration": 11,
"Cylinders": 8,
"Displacement": 360,
"Horsepower": 175,
"Miles_per_Gallon": null,
"Name": "amc rebel sst (sw)",
"Origin": "USA",
"Weight_in_lbs": 3850,
"Year": "1970-01-01"
},
{
"Acceleration": 10,
"Cylinders": 8,
"Displacement": 383,
"Horsepower": 170,
"Miles_per_Gallon": 15,
"Name": "dodge challenger se",
"Origin": "USA",
"Weight_in_lbs": 3563,
"Year": "1970-01-01"
},
{
"Acceleration": 8,
"Cylinders": 8,
"Displacement": 340,
"Horsepower": 160,
"Miles_per_Gallon": 14,
"Name": "plymouth 'cuda 340",
"Origin": "USA",
"Weight_in_lbs": 3609,
"Year": "1970-01-01"
},
{
"Acceleration": 8,
"Cylinders": 8,
"Displacement": 302,
"Horsepower": 140,
"Miles_per_Gallon": null,
"Name": "ford mustang boss 302",
"Origin": "USA",
"Weight_in_lbs": 3353,
"Year": "1970-01-01"
},
{
"Acceleration": 9.5,
"Cylinders": 8,
"Displacement": 400,
"Horsepower": 150,
"Miles_per_Gallon": 15,
"Name": "chevrolet monte carlo",
"Origin": "USA",
"Weight_in_lbs": 3761,
"Year": "1970-01-01"
},
{
"Acceleration": 10,
"Cylinders": 8,
"Displacement": 455,
"Horsepower": 225,
"Miles_per_Gallon": 14,
"Name": "buick estate wagon (sw)",
"Origin": "USA",
"Weight_in_lbs": 3086,
"Year": "1970-01-01"
},
{
"Acceleration": 15,
"Cylinders": 4,
"Displacement": 113,
"Horsepower": 95,
"Miles_per_Gallon": 24,
"Name": "toyota corona mark ii",
"Origin": "Japan",
"Weight_in_lbs": 2372,
"Year": "1970-01-01"
},
{
"Acceleration": 15.5,
"Cylinders": 6,
"Displacement": 198,
"Horsepower": 95,
"Miles_per_Gallon": 22,
"Name": "plymouth duster",
"Origin": "USA",
"Weight_in_lbs": 2833,
"Year": "1970-01-01"
},
{
"Acceleration": 15.5,
"Cylinders": 6,
"Displacement": 199,
"Horsepower": 97,
"Miles_per_Gallon": 18,
"Name": "amc hornet",
"Origin": "USA",
"Weight_in_lbs": 2774,
"Year": "1970-01-01"
},
{
"Acceleration": 16,
"Cylinders": 6,
"Displacement": 200,
"Horsepower": 85,
"Miles_per_Gallon": 21,
"Name": "ford maverick",
"Origin": "USA",
"Weight_in_lbs": 2587,
"Year": "1970-01-01"
},
{
"Acceleration": 14.5,
"Cylinders": 4,
"Displacement": 97,
"Horsepower": 88,
"Miles_per_Gallon": 27,
"Name": "datsun pl510",
"Origin": "Japan",
"Weight_in_lbs": 2130,
"Year": "1970-01-01"
},
{
"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": "1970-01-01"
},
{
"Acceleration": 17.5,
"Cylinders": 4,
"Displacement": 110,
"Horsepower": 87,
"Miles_per_Gallon": 25,
"Name": "peugeot 504",
"Origin": "Europe",
"Weight_in_lbs": 2672,
"Year": "1970-01-01"
},
{
"Acceleration": 14.5,
"Cylinders": 4,
"Displacement": 107,
"Horsepower": 90,
"Miles_per_Gallon": 24,
"Name": "audi 100 ls",
"Origin": "Europe",
"Weight_in_lbs": 2430,
"Year": "1970-01-01"
},
{
"Acceleration": 17.5,
"Cylinders": 4,
"Displacement": 104,
"Horsepower": 95,
"Miles_per_Gallon": 25,
"Name": "saab 99e",
"Origin": "Europe",
"Weight_in_lbs": 2375,
"Year": "1970-01-01"
},
{
"Acceleration": 12.5,
"Cylinders": 4,
"Displacement": 121,
"Horsepower": 113,
"Miles_per_Gallon": 26,
"Name": "bmw 2002",
"Origin": "Europe",
"Weight_in_lbs": 2234,
"Year": "1970-01-01"
},
{
"Acceleration": 15,
"Cylinders": 6,
"Displacement": 199,
"Horsepower": 90,
"Miles_per_Gallon": 21,
"Name": "amc gremlin",
"Origin": "USA",
"Weight_in_lbs": 2648,
"Year": "1970-01-01"
},
{
"Acceleration": 14,
"Cylinders": 8,
"Displacement": 360,
"Horsepower": 215,
"Miles_per_Gallon": 10,
"Name": "ford f250",
"Origin": "USA",
"Weight_in_lbs": 4615,
"Year": "1970-01-01"
},
{
"Acceleration": 15,
"Cylinders": 8,
"Displacement": 307,
"Horsepower": 200,
"Miles_per_Gallon": 10,
"Name": "chevy c20",
"Origin": "USA",
"Weight_in_lbs": 4376,
"Year": "1970-01-01"
},
{
"Acceleration": 13.5,
"Cylinders": 8,
"Displacement": 318,
"Horsepower": 210,
"Miles_per_Gallon": 11,
"Name": "dodge d200",
"Origin": "USA",
"Weight_in_lbs": 4382,
"Year": "1970-01-01"
},
{
"Acceleration": 18.5,
"Cylinders": 8,
"Displacement": 304,
"Horsepower": 193,
"Miles_per_Gallon": 9,
"Name": "hi 1200d",
"Origin": "USA",
"Weight_in_lbs": 4732,
"Year": "1970-01-01"
},
{
"Acceleration": 14.5,
"Cylinders": 4,
"Displacement": 97,
"Horsepower": 88,
"Miles_per_Gallon": 27,
"Name": "datsun pl510",
"Origin": "Japan",
"Weight_in_lbs": 2130,
"Year": "1971-01-01"
},
{
"Acceleration": 15.5,
"Cylinders": 4,
"Displacement": 140,
"Horsepower": 90,
"Miles_per_Gallon": 28,
"Name": "chevrolet vega 2300",
"Origin": "USA",
"Weight_in_lbs": 2264,
"Year": "1971-01-01"
},
{
"Acceleration": 14,
"Cylinders": 4,
"Displacement": 113,
"Horsepower": 95,
"Miles_per_Gallon": 25,
"Name": "toyota corona",
"Origin": "Japan",
"Weight_in_lbs": 2228,
"Year": "1971-01-01"
},
{
"Acceleration": 19,
"Cylinders": 4,
"Displacement": 98,
"Horsepower": null,
"Miles_per_Gallon": 25,
"Name": "ford pinto",
"Origin": "USA",
"Weight_in_lbs": 2046,
"Year": "1971-01-01"
},
{
"Acceleration": 20,
"Cylinders": 4,
"Displacement": 97,
"Horsepower": 48,
"Miles_per_Gallon": null,
"Name": "volkswagen super beetle 117",
"Origin": "Europe",
"Weight_in_lbs": 1978,
"Year": "1971-01-01"
},
{
"Acceleration": 13,
"Cylinders": 6,
"Displacement": 232,
"Horsepower": 100,
"Miles_per_Gallon": 19,
"Name": "amc gremlin",
"Origin": "USA",
"Weight_in_lbs": 2634,
"Year": "1971-01-01"
},
{
"Acceleration": 15.5,
"Cylinders": 6,
"Displacement": 225,
"Horsepower": 105,
"Miles_per_Gallon": 16,
"Name": "plymouth satellite custom",
"Origin": "USA",
"Weight_in_lbs": 3439,
"Year": "1971-01-01"
},
{
"Acceleration": 15.5,
"Cylinders": 6,
"Displacement": 250,
"Horsepower": 100,
"Miles_per_Gallon": 17,
"Name": "chevrolet chevelle malibu",
"Origin": "USA",
"Weight_in_lbs": 3329,
"Year": "1971-01-01"
},
{
"Acceleration": 15.5,
"Cylinders": 6,
"Displacement": 250,
"Horsepower": 88,
"Miles_per_Gallon": 19,
"Name": "ford torino 500",
"Origin": "USA",
"Weight_in_lbs": 3302,
"Year": "1971-01-01"
},
{
"Acceleration": 15.5,
"Cylinders": 6,
"Displacement": 232,
"Horsepower": 100,
"Miles_per_Gallon": 18,
"Name": "amc matador",
"Origin": "USA",
"Weight_in_lbs": 3288,
"Year": "1971-01-01"
},
{
"Acceleration": 12,
"Cylinders": 8,
"Displacement": 350,
"Horsepower": 165,
"Miles_per_Gallon": 14,
"Name": "chevrolet impala",
"Origin": "USA",
"Weight_in_lbs": 4209,
"Year": "1971-01-01"
},
{
"Acceleration": 11.5,
"Cylinders": 8,
"Displacement": 400,
"Horsepower": 175,
"Miles_per_Gallon": 14,
"Name": "pontiac catalina brougham",
"Origin": "USA",
"Weight_in_lbs": 4464,
"Year": "1971-01-01"
},
{
"Acceleration": 13.5,
"Cylinders": 8,
"Displacement": 351,
"Horsepower": 153,
"Miles_per_Gallon": 14,
"Name": "ford galaxie 500",
"Origin": "USA",
"Weight_in_lbs": 4154,
"Year": "1971-01-01"
},
{
"Acceleration": 13,
"Cylinders": 8,
"Displacement": 318,
"Horsepower": 150,
"Miles_per_Gallon": 14,
"Name": "plymouth fury iii",
"Origin": "USA",
"Weight_in_lbs": 4096,
"Year": "1971-01-01"
},
{
"Acceleration": 11.5,
"Cylinders": 8,
"Displacement": 383,
"Horsepower": 180,
"Miles_per_Gallon": 12,
"Name": "dodge monaco (sw)",
"Origin": "USA",
"Weight_in_lbs": 4955,
"Year": "1971-01-01"
},
{
"Acceleration": 12,
"Cylinders": 8,
"Displacement": 400,
"Horsepower": 170,
"Miles_per_Gallon": 13,
"Name": "ford country squire (sw)",
"Origin": "USA",
"Weight_in_lbs": 4746,
"Year": "1971-01-01"
},
{
"Acceleration": 12,
"Cylinders": 8,
"Displacement": 400,
"Horsepower": 175,
"Miles_per_Gallon": 13,
"Name": "pontiac safari (sw)",
"Origin": "USA",
"Weight_in_lbs": 5140,
"Year": "1971-01-01"
},
{
"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": "1971-01-01"
},
{
"Acceleration": 19,
"Cylinders": 4,
"Displacement": 140,
"Horsepower": 72,
"Miles_per_Gallon": 22,
"Name": "chevrolet vega (sw)",
"Origin": "USA",
"Weight_in_lbs": 2408,
"Year": "1971-01-01"
},
{
"Acceleration": 15,
"Cylinders": 6,
"Displacement": 250,
"Horsepower": 100,
"Miles_per_Gallon": 19,
"Name": "pontiac firebird",
"Origin": "USA",
"Weight_in_lbs": 3282,
"Year": "1971-01-01"
},
{
"Acceleration": 14.5,
"Cylinders": 6,
"Displacement": 250,
"Horsepower": 88,
"Miles_per_Gallon": 18,
"Name": "ford mustang",
"Origin": "USA",
"Weight_in_lbs": 3139,
"Year": "1971-01-01"
},
{
"Acceleration": 14,
"Cylinders": 4,
"Displacement": 122,
"Horsepower": 86,
"Miles_per_Gallon": 23,
"Name": "mercury capri 2000",
"Origin": "USA",
"Weight_in_lbs": 2220,
"Year": "1971-01-01"
},
{
"Acceleration": 14,
"Cylinders": 4,
"Displacement": 116,
"Horsepower": 90,
"Miles_per_Gallon": 28,
"Name": "opel 1900",
"Origin": "Europe",
"Weight_in_lbs": 2123,
"Year": "1971-01-01"
},
{
"Acceleration": 19.5,
"Cylinders": 4,
"Displacement": 79,
"Horsepower": 70,
"Miles_per_Gallon": 30,
"Name": "peugeot 304",
"Origin": "Europe",
"Weight_in_lbs": 2074,
"Year": "1971-01-01"
},
{
"Acceleration": 14.5,
"Cylinders": 4,
"Displacement": 88,
"Horsepower": 76,
"Miles_per_Gallon": 30,
"Name": "fiat 124b",
"Origin": "Europe",
"Weight_in_lbs": 2065,
"Year": "1971-01-01"
},
{
"Acceleration": 19,
"Cylinders": 4,
"Displacement": 71,
"Horsepower": 65,
"Miles_per_Gallon": 31,
"Name": "toyota corolla 1200",
"Origin": "Japan",
"Weight_in_lbs": 1773,
"Year": "1971-01-01"
},
{
"Acceleration": 18,
"Cylinders": 4,
"Displacement": 72,
"Horsepower": 69,
"Miles_per_Gallon": 35,
"Name": "datsun 1200",
"Origin": "Japan",
"Weight_in_lbs": 1613,
"Year": "1971-01-01"
},
{
"Acceleration": 19,
"Cylinders": 4,
"Displacement": 97,
"Horsepower": 60,
"Miles_per_Gallon": 27,
"Name": "volkswagen model 111",
"Origin": "Europe",
"Weight_in_lbs": 1834,
"Year": "1971-01-01"
},
{
"Acceleration": 20.5,
"Cylinders": 4,
"Displacement": 91,
"Horsepower": 70,
"Miles_per_Gallon": 26,
"Name": "plymouth cricket",
"Origin": "USA",
"Weight_in_lbs": 1955,
"Year": "1971-01-01"
},
{
"Acceleration": 15.5,
"Cylinders": 4,
"Displacement": 113,
"Horsepower": 95,
"Miles_per_Gallon": 24,
"Name": "toyota corona hardtop",
"Origin": "Japan",
"Weight_in_lbs": 2278,
"Year": "1972-01-01"
},
{
"Acceleration": 17,
"Cylinders": 4,
"Displacement": 97.5,
"Horsepower": 80,
"Miles_per_Gallon": 25,
"Name": "dodge colt hardtop",
"Origin": "USA",
"Weight_in_lbs": 2126,
"Year": "1972-01-01"
},
{
"Acceleration": 23.5,
"Cylinders": 4,
"Displacement": 97,
"Horsepower": 54,
"Miles_per_Gallon": 23,
"Name": "volkswagen type 3",
"Origin": "Europe",
"Weight_in_lbs": 2254,
"Year": "1972-01-01"
},
{
"Acceleration": 19.5,
"Cylinders": 4,
"Displacement": 140,
"Horsepower": 90,
"Miles_per_Gallon": 20,
"Name": "chevrolet vega",
"Origin": "USA",
"Weight_in_lbs": 2408,
"Year": "1972-01-01"
},
{
"Acceleration": 16.5,
"Cylinders": 4,
"Displacement": 122,
"Horsepower": 86,
"Miles_per_Gallon": 21,
"Name": "ford pinto runabout",
"Origin": "USA",
"Weight_in_lbs": 2226,
"Year": "1972-01-01"
},
{
"Acceleration": 12,
"Cylinders": 8,
"Displacement": 350,
"Horsepower": 165,
"Miles_per_Gallon": 13,
"Name": "chevrolet impala",
"Origin": "USA",
"Weight_in_lbs": 4274,
"Year": "1972-01-01"
},
{
"Acceleration": 12,
"Cylinders": 8,
"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",
"Origin": "USA",
"Weight_in_lbs": 4135,
"Year": "1972-01-01"
},
{
"Acceleration": 13,
"Cylinders": 8,
"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,
"Cylinders": 8,
"Displacement": 429,
"Horsepower": 208,
"Miles_per_Gallon": 11,
"Name": "mercury marquis",
"Origin": "USA",
"Weight_in_lbs": 4633,
"Year": "1972-01-01"
},
{
"Acceleration": 13.5,
"Cylinders": 8,
"Displacement": 350,
"Horsepower": 155,
"Miles_per_Gallon": 13,
"Name": "buick lesabre custom",
"Origin": "USA",
"Weight_in_lbs": 4502,
"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,
"Cylinders": 8,
"Displacement": 400,
"Horsepower": 190,
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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,
"Name": "honda civic cvcc",
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"Year": "1978-01-01"
},
{
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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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"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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"Name": "chevrolet chevette",
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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": 20.3,
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},
{
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"Miles_per_Gallon": 17,
"Name": "volvo 264gl",
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},
{
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},
{
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},
{
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"Miles_per_Gallon": 31.5,
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},
{
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"Name": "honda Accelerationord lx",
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"Year": "1978-01-01"
},
{
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"Horsepower": 115,
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"Name": "pontiac lemans v6",
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},
{
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},
{
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},
{
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"Horsepower": 90,
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},
{
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"Miles_per_Gallon": 20.6,
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},
{
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"Name": "chevrolet caprice classic",
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},
{
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},
{
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"Name": "mercury grand marquis",
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},
{
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},
{
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"Miles_per_Gallon": 16.9,
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},
{
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"Horsepower": 142,
"Miles_per_Gallon": 15.5,
"Name": "ford country squire (sw)",
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},
{
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"Name": "chevrolet malibu classic (sw)",
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},
{
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"Miles_per_Gallon": 18.5,
"Name": "chrysler lebaron town @ country (sw)",
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"Year": "1979-01-01"
},
{
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"Miles_per_Gallon": 31.9,
"Name": "vw rabbit custom",
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},
{
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"Horsepower": 65,
"Miles_per_Gallon": 34.1,
"Name": "maxda glc deluxe",
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"Year": "1979-01-01"
},
{
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"Miles_per_Gallon": 35.7,
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},
{
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"Horsepower": 80,
"Miles_per_Gallon": 27.4,
"Name": "amc spirit dl",
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"Year": "1979-01-01"
},
{
"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"
},
{
"Acceleration": 17.4,
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"Horsepower": 125,
"Miles_per_Gallon": 23,
"Name": "cadillac eldorado",
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"Year": "1979-01-01"
},
{
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"Horsepower": 71,
"Miles_per_Gallon": 27.2,
"Name": "peugeot 504",
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"Year": "1979-01-01"
},
{
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"Horsepower": 90,
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"Name": "oldsmobile cutlass salon brougham",
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},
{
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"Name": "plymouth horizon",
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},
{
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"Miles_per_Gallon": 34.5,
"Name": "plymouth horizon tc3",
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"Year": "1979-01-01"
},
{
"Acceleration": 19.2,
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"Horsepower": 65,
"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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"Weight_in_lbs": 2130,
"Year": "1979-01-01"
},
{
"Acceleration": 16,
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"Horsepower": 90,
"Miles_per_Gallon": 28.4,
"Name": "buick skylark limited",
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"Year": "1979-01-01"
},
{
"Acceleration": 11.3,
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"Horsepower": 115,
"Miles_per_Gallon": 28.8,
"Name": "chevrolet citation",
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"Weight_in_lbs": 2595,
"Year": "1979-01-01"
},
{
"Acceleration": 12.9,
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"Horsepower": 115,
"Miles_per_Gallon": 26.8,
"Name": "oldsmobile omega brougham",
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"Year": "1979-01-01"
},
{
"Acceleration": 13.2,
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"Horsepower": 90,
"Miles_per_Gallon": 33.5,
"Name": "pontiac phoenix",
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"Year": "1979-01-01"
},
{
"Acceleration": 14.7,
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"Displacement": 98,
"Horsepower": 76,
"Miles_per_Gallon": 41.5,
"Name": "vw rabbit",
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"Weight_in_lbs": 2144,
"Year": "1980-01-01"
},
{
"Acceleration": 18.8,
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"Displacement": 89,
"Horsepower": 60,
"Miles_per_Gallon": 38.1,
"Name": "toyota corolla tercel",
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"Weight_in_lbs": 1968,
"Year": "1980-01-01"
},
{
"Acceleration": 15.5,
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"Horsepower": 70,
"Miles_per_Gallon": 32.1,
"Name": "chevrolet chevette",
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"Weight_in_lbs": 2120,
"Year": "1980-01-01"
},
{
"Acceleration": 16.4,
"Cylinders": 4,
"Displacement": 86,
"Horsepower": 65,
"Miles_per_Gallon": 37.2,
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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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"Name": "dodge charger 2.2",
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"Year": "1982-01-01"
},
{
"Acceleration": 17.3,
"Cylinders": 4,
"Displacement": 151,
"Horsepower": 90,
"Miles_per_Gallon": 27,
"Name": "chevrolet camaro",
"Origin": "USA",
"Weight_in_lbs": 2950,
"Year": "1982-01-01"
},
{
"Acceleration": 15.6,
"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": {
"color": {
"field": "Origin",
"type": "nominal"
},
"x": {
"field": "Acceleration",
"type": "quantitative"
},
"y": {
"field": "Miles_per_Gallon",
"type": "quantitative"
}
},
"mark": "point"
},
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stroke: #f58518; stroke-width: 2; opacity: 0.7;\"></path><path transform=\"translate(100,56)\" d=\"M2.7386127875258306,0A2.7386127875258306,2.7386127875258306,0,1,1,-2.7386127875258306,0A2.7386127875258306,2.7386127875258306,0,1,1,2.7386127875258306,0\" style=\"fill: none; stroke: #e45756; stroke-width: 2; opacity: 0.7;\"></path><path transform=\"translate(133.0769230769231,92)\" d=\"M2.7386127875258306,0A2.7386127875258306,2.7386127875258306,0,1,1,-2.7386127875258306,0A2.7386127875258306,2.7386127875258306,0,1,1,2.7386127875258306,0\" style=\"fill: none; stroke: #e45756; stroke-width: 2; opacity: 0.7;\"></path><path transform=\"translate(120,92)\" d=\"M2.7386127875258306,0A2.7386127875258306,2.7386127875258306,0,1,1,-2.7386127875258306,0A2.7386127875258306,2.7386127875258306,0,1,1,2.7386127875258306,0\" style=\"fill: none; stroke: #e45756; stroke-width: 2; opacity: 0.7;\"></path><path transform=\"translate(189.23076923076925,24)\" d=\"M2.7386127875258306,0A2.7386127875258306,2.7386127875258306,0,1,1,-2.7386127875258306,0A2.7386127875258306,2.7386127875258306,0,1,1,2.7386127875258306,0\" style=\"fill: none; stroke: #4c78a8; stroke-width: 2; opacity: 0.7;\"></path><path transform=\"translate(89.23076923076923,72)\" d=\"M2.7386127875258306,0A2.7386127875258306,2.7386127875258306,0,1,1,-2.7386127875258306,0A2.7386127875258306,2.7386127875258306,0,1,1,2.7386127875258306,0\" style=\"fill: none; stroke: #e45756; stroke-width: 2; opacity: 0.7;\"></path><path transform=\"translate(143.07692307692307,87.99999999999999)\" d=\"M2.7386127875258306,0A2.7386127875258306,2.7386127875258306,0,1,1,-2.7386127875258306,0A2.7386127875258306,2.7386127875258306,0,1,1,2.7386127875258306,0\" style=\"fill: none; stroke: #e45756; stroke-width: 2; opacity: 0.7;\"></path><path transform=\"translate(149.2307692307692,76)\" d=\"M2.7386127875258306,0A2.7386127875258306,2.7386127875258306,0,1,1,-2.7386127875258306,0A2.7386127875258306,2.7386127875258306,0,1,1,2.7386127875258306,0\" style=\"fill: none; stroke: #e45756; stroke-width: 2; opacity: 0.7;\"></path></g><g class=\"mark-group role-legend\"><g transform=\"translate(218,0)\"><path class=\"background\" d=\"M0,0h49v61h-49Z\" style=\"pointer-events: none; fill: none;\"></path><g><g class=\"mark-group role-legend-entry\"><g transform=\"translate(0,16)\"><path class=\"background\" d=\"M0,0h0v0h0Z\" style=\"pointer-events: none; fill: none;\"></path><g><g class=\"mark-group role-scope\"><g transform=\"translate(0,0)\"><path class=\"background\" d=\"M0,0h49v12.5h-49Z\" style=\"pointer-events: none; fill: none; opacity: 1;\"></path><g><g class=\"mark-symbol role-legend-symbol\" style=\"pointer-events: none;\"><path transform=\"translate(6,6)\" d=\"M5,0A5,5,0,1,1,-5,0A5,5,0,1,1,5,0\" style=\"fill: none; stroke: #4c78a8; stroke-width: 1.5; opacity: 0.7;\"></path></g><g class=\"mark-text role-legend-label\" style=\"pointer-events: none;\"><text text-anchor=\"start\" transform=\"translate(16,9)\" style=\"font-family: sans-serif; font-size: 10px; fill: #000; opacity: 1;\">Europe</text></g></g></g><g transform=\"translate(0,16)\"><path class=\"background\" d=\"M0,0h49v12.5h-49Z\" style=\"pointer-events: none; fill: none; opacity: 1;\"></path><g><g class=\"mark-symbol role-legend-symbol\" style=\"pointer-events: none;\"><path transform=\"translate(6,6)\" d=\"M5,0A5,5,0,1,1,-5,0A5,5,0,1,1,5,0\" style=\"fill: none; stroke: #f58518; stroke-width: 1.5; opacity: 0.7;\"></path></g><g class=\"mark-text role-legend-label\" style=\"pointer-events: none;\"><text text-anchor=\"start\" transform=\"translate(16,9)\" style=\"font-family: sans-serif; font-size: 10px; fill: #000; opacity: 1;\">Japan</text></g></g></g><g transform=\"translate(0,32)\"><path class=\"background\" d=\"M0,0h49v12.5h-49Z\" style=\"pointer-events: none; fill: none; opacity: 1;\"></path><g><g class=\"mark-symbol role-legend-symbol\" style=\"pointer-events: none;\"><path transform=\"translate(6,6)\" d=\"M5,0A5,5,0,1,1,-5,0A5,5,0,1,1,5,0\" style=\"fill: none; stroke: #e45756; stroke-width: 1.5; opacity: 0.7;\"></path></g><g class=\"mark-text role-legend-label\" style=\"pointer-events: none;\"><text text-anchor=\"start\" transform=\"translate(16,9)\" style=\"font-family: sans-serif; font-size: 10px; fill: #000; opacity: 1;\">USA</text></g></g></g></g></g></g></g><g class=\"mark-text role-legend-title\" style=\"pointer-events: none;\"><text text-anchor=\"start\" transform=\"translate(0,9)\" style=\"font-family: sans-serif; font-size: 11px; font-weight: bold; fill: #000; opacity: 1;\">Origin</text></g></g></g></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-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(38,0)\" x2=\"0\" y2=\"5\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(77,0)\" x2=\"0\" y2=\"5\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(115,0)\" x2=\"0\" y2=\"5\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(154,0)\" x2=\"0\" y2=\"5\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(192,0)\" 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(38.46153846153847,15)\" style=\"font-family: sans-serif; font-size: 10px; fill: #000; opacity: 1;\">5</text><text text-anchor=\"middle\" transform=\"translate(76.92307692307693,15)\" style=\"font-family: sans-serif; font-size: 10px; fill: #000; opacity: 1;\">10</text><text text-anchor=\"middle\" transform=\"translate(115.38461538461537,15)\" style=\"font-family: sans-serif; font-size: 10px; fill: #000; opacity: 1;\">15</text><text text-anchor=\"middle\" transform=\"translate(153.84615384615387,15)\" style=\"font-family: sans-serif; font-size: 10px; fill: #000; opacity: 1;\">20</text><text text-anchor=\"middle\" transform=\"translate(192.30769230769232,15)\" 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(0,0)\" 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;\">Acceleration</text></g></g></g></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(0,160)\" x2=\"-5\" y2=\"0\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(0,120)\" x2=\"-5\" y2=\"0\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(0,80)\" x2=\"-5\" y2=\"0\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(0,40)\" x2=\"-5\" y2=\"0\" style=\"fill: none; stroke: #888; stroke-width: 1; opacity: 1;\"></line><line transform=\"translate(0,0)\" 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(-7,163)\" style=\"font-family: sans-serif; font-size: 10px; fill: #000; opacity: 1;\">10</text><text text-anchor=\"end\" transform=\"translate(-7,123)\" style=\"font-family: sans-serif; font-size: 10px; fill: #000; opacity: 1;\">20</text><text text-anchor=\"end\" transform=\"translate(-7,83)\" style=\"font-family: sans-serif; font-size: 10px; fill: #000; opacity: 1;\">30</text><text text-anchor=\"end\" transform=\"translate(-7,43)\" style=\"font-family: sans-serif; font-size: 10px; fill: #000; opacity: 1;\">40</text><text text-anchor=\"end\" transform=\"translate(-7,3)\" 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(0,200)\" 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;\">Miles_per_Gallon</text></g></g></g></g></g></g></g></g></svg>"
],
"text/plain": [
"VegaLite.VLSpec{:plot}"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dataset(\"cars\") |> @vlplot(:point, x=:Acceleration, y=:Miles_per_Gallon, color=:Origin)"
]
}
],
"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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