diff --git a/packages/studio-components/package.json b/packages/studio-components/package.json index 619d34f2d..96d17d357 100644 --- a/packages/studio-components/package.json +++ b/packages/studio-components/package.json @@ -21,14 +21,17 @@ "author": "", "license": "ISC", "dependencies": { - "sql-ddl-to-json-schema": "latest", "react": "18.2.0", "react-dom": "18.2.0", - "uuidv4": "latest", "react-intl": "latest", - "react-resizable-panels": "^2.0.20" + "react-resizable-panels": "^2.0.20", + "sql-ddl-to-json-schema": "latest", + "uuidv4": "latest" }, "publishConfig": { "access": "public" + }, + "devDependencies": { + "@antv/g2": "5.1.13" } } diff --git a/packages/studio-components/src/QueryTable/const.ts b/packages/studio-components/src/QueryTable/const.ts new file mode 100644 index 000000000..8710bd0a4 --- /dev/null +++ b/packages/studio-components/src/QueryTable/const.ts @@ -0,0 +1,4481 @@ +export const JsonData = { + fields: [ + { fid: 'Name', semanticType: 'nominal', analyticType: 'dimension' }, + { fid: 'Miles_per_Gallon', semanticType: 'quantitative', analyticType: 'measure' }, + { fid: 'Cylinders', semanticType: 'quantitative', analyticType: 'measure' }, + { fid: 'Displacement', semanticType: 'quantitative', analyticType: 'measure' }, + { fid: 'Horsepower', semanticType: 'quantitative', analyticType: 'measure' }, + { fid: 'Weight_in_lbs', semanticType: 'quantitative', analyticType: 'measure' }, + { fid: 'Acceleration', semanticType: 'quantitative', analyticType: 'measure' }, + { fid: 'Year', semanticType: 'temporal', analyticType: 'dimension' }, + { fid: 'Origin', semanticType: 'nominal', analyticType: 'dimension' }, + ], + dataSource: [ + { + Name: 'chevrolet chevelle malibu', + Miles_per_Gallon: 18, + Cylinders: 8, + Displacement: 307, + Horsepower: 130, + Weight_in_lbs: 3504, + Acceleration: 12, + Year: '1970-01-01', + Origin: 'USA', + }, + { + Name: 'buick skylark 320', + Miles_per_Gallon: 15, + Cylinders: 8, + Displacement: 350, + Horsepower: 165, + Weight_in_lbs: 3693, + Acceleration: 11.5, + Year: '1970-01-01', + Origin: 'USA', + }, + { + Name: 'plymouth satellite', + Miles_per_Gallon: 18, + Cylinders: 8, + Displacement: 318, + Horsepower: 150, + Weight_in_lbs: 3436, + Acceleration: 11, + Year: '1970-01-01', + Origin: 'USA', + }, + { + Name: 'amc rebel sst', + Miles_per_Gallon: 16, + Cylinders: 8, + Displacement: 304, + Horsepower: 150, + Weight_in_lbs: 3433, + Acceleration: 12, + Year: '1970-01-01', + Origin: 'USA', + }, + { + Name: 'ford torino', + Miles_per_Gallon: 17, + Cylinders: 8, + Displacement: 302, + Horsepower: 140, + Weight_in_lbs: 3449, + Acceleration: 10.5, + Year: '1970-01-01', + Origin: 'USA', + }, + { + Name: 'ford galaxie 500', + Miles_per_Gallon: 15, + Cylinders: 8, + Displacement: 429, + Horsepower: 198, + Weight_in_lbs: 4341, + Acceleration: 10, + Year: '1970-01-01', + Origin: 'USA', + }, + { + Name: 'chevrolet impala', + Miles_per_Gallon: 14, + Cylinders: 8, + Displacement: 454, + Horsepower: 220, + Weight_in_lbs: 4354, + Acceleration: 9, + Year: '1970-01-01', + Origin: 'USA', + }, + { + Name: 'plymouth fury iii', + Miles_per_Gallon: 14, + Cylinders: 8, + Displacement: 440, + Horsepower: 215, + Weight_in_lbs: 4312, + Acceleration: 8.5, + Year: '1970-01-01', + Origin: 'USA', + }, + { + Name: 'pontiac catalina', + Miles_per_Gallon: 14, + Cylinders: 8, + Displacement: 455, + Horsepower: 225, + Weight_in_lbs: 4425, + Acceleration: 10, + Year: '1970-01-01', + Origin: 'USA', + }, + { + Name: 'amc ambassador dpl', + Miles_per_Gallon: 15, + Cylinders: 8, + Displacement: 390, + Horsepower: 190, + Weight_in_lbs: 3850, + Acceleration: 8.5, + Year: '1970-01-01', + Origin: 'USA', + }, + { + Name: 'citroen ds-21 pallas', + Miles_per_Gallon: null, + Cylinders: 4, + Displacement: 133, + Horsepower: 115, + Weight_in_lbs: 3090, + Acceleration: 17.5, + Year: '1970-01-01', + Origin: 'Europe', + }, + { + Name: 'chevrolet chevelle concours (sw)', + Miles_per_Gallon: null, + Cylinders: 8, + Displacement: 350, + Horsepower: 165, + Weight_in_lbs: 4142, + Acceleration: 11.5, + Year: '1970-01-01', + Origin: 'USA', + }, + { + Name: 'ford torino (sw)', + Miles_per_Gallon: null, + Cylinders: 8, + Displacement: 351, + Horsepower: 153, + Weight_in_lbs: 4034, + Acceleration: 11, + Year: '1970-01-01', + Origin: 'USA', + }, + { + Name: 'plymouth satellite (sw)', + Miles_per_Gallon: null, + Cylinders: 8, + Displacement: 383, + Horsepower: 175, + Weight_in_lbs: 4166, + Acceleration: 10.5, + Year: '1970-01-01', + Origin: 'USA', + }, + { + Name: 'amc rebel sst (sw)', + Miles_per_Gallon: null, + Cylinders: 8, + Displacement: 360, + Horsepower: 175, + Weight_in_lbs: 3850, + Acceleration: 11, + Year: '1970-01-01', + Origin: 'USA', + }, + { + Name: 'dodge challenger se', + Miles_per_Gallon: 15, + Cylinders: 8, + Displacement: 383, + Horsepower: 170, + Weight_in_lbs: 3563, + Acceleration: 10, + Year: '1970-01-01', + Origin: 'USA', + }, + { + Name: "plymouth 'cuda 340", + Miles_per_Gallon: 14, + Cylinders: 8, + Displacement: 340, + Horsepower: 160, + Weight_in_lbs: 3609, + Acceleration: 8, + Year: '1970-01-01', + Origin: 'USA', + }, + { + Name: 'ford mustang boss 302', + Miles_per_Gallon: null, + Cylinders: 8, + Displacement: 302, + Horsepower: 140, + Weight_in_lbs: 3353, + Acceleration: 8, + Year: '1970-01-01', + Origin: 'USA', + }, + { + Name: 'chevrolet monte carlo', + Miles_per_Gallon: 15, + Cylinders: 8, + Displacement: 400, + Horsepower: 150, + Weight_in_lbs: 3761, + Acceleration: 9.5, + Year: '1970-01-01', + Origin: 'USA', + }, + { + Name: 'buick estate wagon (sw)', + Miles_per_Gallon: 14, + Cylinders: 8, + Displacement: 455, + Horsepower: 225, + Weight_in_lbs: 3086, + Acceleration: 10, + Year: '1970-01-01', + Origin: 'USA', + }, + { + Name: 'toyota corona mark ii', + Miles_per_Gallon: 24, + Cylinders: 4, + Displacement: 113, + Horsepower: 95, + Weight_in_lbs: 2372, + Acceleration: 15, + Year: '1970-01-01', + Origin: 'Japan', + }, + { + Name: 'plymouth duster', + Miles_per_Gallon: 22, + Cylinders: 6, + Displacement: 198, + Horsepower: 95, + Weight_in_lbs: 2833, + Acceleration: 15.5, + Year: '1970-01-01', + Origin: 'USA', + }, + { + Name: 'amc hornet', + Miles_per_Gallon: 18, + Cylinders: 6, + Displacement: 199, + Horsepower: 97, + Weight_in_lbs: 2774, + Acceleration: 15.5, + Year: '1970-01-01', + Origin: 'USA', + }, + { + Name: 'ford maverick', + Miles_per_Gallon: 21, + Cylinders: 6, + Displacement: 200, + Horsepower: 85, + Weight_in_lbs: 2587, + Acceleration: 16, + Year: '1970-01-01', + Origin: 'USA', + }, + { + Name: 'datsun pl510', + Miles_per_Gallon: 27, + Cylinders: 4, + Displacement: 97, + Horsepower: 88, + Weight_in_lbs: 2130, + Acceleration: 14.5, + Year: '1970-01-01', + Origin: 'Japan', + }, + { + Name: 'volkswagen 1131 deluxe sedan', + Miles_per_Gallon: 26, + Cylinders: 4, + Displacement: 97, + Horsepower: 46, + Weight_in_lbs: 1835, + Acceleration: 20.5, + Year: '1970-01-01', + Origin: 'Europe', + }, + { + Name: 'peugeot 504', + Miles_per_Gallon: 25, + Cylinders: 4, + Displacement: 110, + Horsepower: 87, + Weight_in_lbs: 2672, + Acceleration: 17.5, + Year: '1970-01-01', + Origin: 'Europe', + }, + { + Name: 'audi 100 ls', + Miles_per_Gallon: 24, + Cylinders: 4, + Displacement: 107, + Horsepower: 90, + Weight_in_lbs: 2430, + Acceleration: 14.5, + Year: '1970-01-01', + Origin: 'Europe', + }, + { + Name: 'saab 99e', + Miles_per_Gallon: 25, + Cylinders: 4, + Displacement: 104, + Horsepower: 95, + Weight_in_lbs: 2375, + Acceleration: 17.5, + Year: '1970-01-01', + Origin: 'Europe', + }, + { + Name: 'bmw 2002', + Miles_per_Gallon: 26, + Cylinders: 4, + Displacement: 121, + Horsepower: 113, + Weight_in_lbs: 2234, + Acceleration: 12.5, + Year: '1970-01-01', + Origin: 'Europe', + }, + { + Name: 'amc gremlin', + Miles_per_Gallon: 21, + Cylinders: 6, + Displacement: 199, + Horsepower: 90, + Weight_in_lbs: 2648, + Acceleration: 15, + Year: '1970-01-01', + Origin: 'USA', + }, + { + Name: 'ford f250', + Miles_per_Gallon: 10, + Cylinders: 8, + Displacement: 360, + Horsepower: 215, + Weight_in_lbs: 4615, + Acceleration: 14, + Year: '1970-01-01', + Origin: 'USA', + }, + { + Name: 'chevy c20', + Miles_per_Gallon: 10, + Cylinders: 8, + Displacement: 307, + Horsepower: 200, + Weight_in_lbs: 4376, + Acceleration: 15, + Year: '1970-01-01', + Origin: 'USA', + }, + { + Name: 'dodge d200', + Miles_per_Gallon: 11, + Cylinders: 8, + Displacement: 318, + Horsepower: 210, + Weight_in_lbs: 4382, + Acceleration: 13.5, + Year: '1970-01-01', + Origin: 'USA', + }, + { + Name: 'hi 1200d', + Miles_per_Gallon: 9, + Cylinders: 8, + Displacement: 304, + Horsepower: 193, + Weight_in_lbs: 4732, + Acceleration: 18.5, + Year: '1970-01-01', + Origin: 'USA', + }, + { + Name: 'datsun pl510', + Miles_per_Gallon: 27, + Cylinders: 4, + Displacement: 97, + Horsepower: 88, + Weight_in_lbs: 2130, + Acceleration: 14.5, + Year: '1971-01-01', + Origin: 'Japan', + }, + { + Name: 'chevrolet vega 2300', + Miles_per_Gallon: 28, + Cylinders: 4, + Displacement: 140, + Horsepower: 90, + Weight_in_lbs: 2264, + Acceleration: 15.5, + Year: '1971-01-01', + Origin: 'USA', + }, + { + Name: 'toyota corona', + Miles_per_Gallon: 25, + Cylinders: 4, + Displacement: 113, + Horsepower: 95, + Weight_in_lbs: 2228, + Acceleration: 14, + Year: '1971-01-01', + Origin: 'Japan', + }, + { + Name: 'ford pinto', + Miles_per_Gallon: 25, + Cylinders: 4, + Displacement: 98, + Horsepower: null, + Weight_in_lbs: 2046, + Acceleration: 19, + Year: '1971-01-01', + Origin: 'USA', + }, + { + Name: 'volkswagen super beetle 117', + Miles_per_Gallon: null, + Cylinders: 4, + Displacement: 97, + Horsepower: 48, + Weight_in_lbs: 1978, + Acceleration: 20, + Year: '1971-01-01', + Origin: 'Europe', + }, + { + Name: 'amc gremlin', + Miles_per_Gallon: 19, + Cylinders: 6, + Displacement: 232, + Horsepower: 100, + Weight_in_lbs: 2634, + Acceleration: 13, + Year: '1971-01-01', + Origin: 'USA', + }, + { + Name: 'plymouth satellite custom', + Miles_per_Gallon: 16, + Cylinders: 6, + Displacement: 225, + Horsepower: 105, + Weight_in_lbs: 3439, + Acceleration: 15.5, + Year: '1971-01-01', + Origin: 'USA', + }, + { + Name: 'chevrolet chevelle malibu', + Miles_per_Gallon: 17, + Cylinders: 6, + Displacement: 250, + Horsepower: 100, + Weight_in_lbs: 3329, + Acceleration: 15.5, + Year: '1971-01-01', + Origin: 'USA', + }, + { + Name: 'ford torino 500', + Miles_per_Gallon: 19, + Cylinders: 6, + Displacement: 250, + Horsepower: 88, + Weight_in_lbs: 3302, + Acceleration: 15.5, + Year: '1971-01-01', + Origin: 'USA', + }, + { + Name: 'amc matador', + Miles_per_Gallon: 18, + Cylinders: 6, + Displacement: 232, + Horsepower: 100, + Weight_in_lbs: 3288, + Acceleration: 15.5, + Year: '1971-01-01', + Origin: 'USA', + }, + { + Name: 'chevrolet impala', + Miles_per_Gallon: 14, + Cylinders: 8, + Displacement: 350, + Horsepower: 165, + Weight_in_lbs: 4209, + Acceleration: 12, + Year: '1971-01-01', + Origin: 'USA', + }, + { + Name: 'pontiac catalina brougham', + Miles_per_Gallon: 14, + Cylinders: 8, + Displacement: 400, + Horsepower: 175, + Weight_in_lbs: 4464, + Acceleration: 11.5, + Year: '1971-01-01', + Origin: 'USA', + }, + { + Name: 'ford galaxie 500', + Miles_per_Gallon: 14, + Cylinders: 8, + Displacement: 351, + Horsepower: 153, + Weight_in_lbs: 4154, + Acceleration: 13.5, + Year: '1971-01-01', + Origin: 'USA', + }, + { + Name: 'plymouth fury iii', + Miles_per_Gallon: 14, + Cylinders: 8, + Displacement: 318, + Horsepower: 150, + Weight_in_lbs: 4096, + Acceleration: 13, + Year: '1971-01-01', + Origin: 'USA', + }, + { + Name: 'dodge monaco (sw)', + Miles_per_Gallon: 12, + Cylinders: 8, + Displacement: 383, + Horsepower: 180, + Weight_in_lbs: 4955, + Acceleration: 11.5, + Year: '1971-01-01', + Origin: 'USA', + }, + { + Name: 'ford country squire (sw)', + Miles_per_Gallon: 13, + Cylinders: 8, + Displacement: 400, + Horsepower: 170, + Weight_in_lbs: 4746, + Acceleration: 12, + Year: '1971-01-01', + Origin: 'USA', + }, + { + Name: 'pontiac safari (sw)', + Miles_per_Gallon: 13, + Cylinders: 8, + Displacement: 400, + Horsepower: 175, + Weight_in_lbs: 5140, + Acceleration: 12, + Year: '1971-01-01', + Origin: 'USA', + }, + { + Name: 'amc hornet sportabout (sw)', + Miles_per_Gallon: 18, + Cylinders: 6, + Displacement: 258, + Horsepower: 110, + Weight_in_lbs: 2962, + Acceleration: 13.5, + Year: '1971-01-01', + Origin: 'USA', + }, + { + Name: 'chevrolet vega (sw)', + Miles_per_Gallon: 22, + Cylinders: 4, + Displacement: 140, + Horsepower: 72, + Weight_in_lbs: 2408, + Acceleration: 19, + Year: '1971-01-01', + Origin: 'USA', + }, + { + Name: 'pontiac firebird', + Miles_per_Gallon: 19, + Cylinders: 6, + Displacement: 250, + Horsepower: 100, + Weight_in_lbs: 3282, + Acceleration: 15, + Year: '1971-01-01', + Origin: 'USA', + }, + { + Name: 'ford mustang', + Miles_per_Gallon: 18, + Cylinders: 6, + Displacement: 250, + Horsepower: 88, + Weight_in_lbs: 3139, + Acceleration: 14.5, + Year: '1971-01-01', + Origin: 'USA', + }, + { + Name: 'mercury capri 2000', + Miles_per_Gallon: 23, + Cylinders: 4, + Displacement: 122, + Horsepower: 86, + Weight_in_lbs: 2220, + Acceleration: 14, + Year: '1971-01-01', + Origin: 'USA', + }, + { + Name: 'opel 1900', + Miles_per_Gallon: 28, + Cylinders: 4, + Displacement: 116, + Horsepower: 90, + Weight_in_lbs: 2123, + Acceleration: 14, + Year: '1971-01-01', + Origin: 'Europe', + }, + { + Name: 'peugeot 304', + Miles_per_Gallon: 30, + Cylinders: 4, + Displacement: 79, + Horsepower: 70, + Weight_in_lbs: 2074, + Acceleration: 19.5, + Year: '1971-01-01', + Origin: 'Europe', + }, + { + Name: 'fiat 124b', + Miles_per_Gallon: 30, + Cylinders: 4, + Displacement: 88, + Horsepower: 76, + Weight_in_lbs: 2065, + Acceleration: 14.5, + Year: '1971-01-01', + Origin: 'Europe', + }, + { + Name: 'toyota corolla 1200', + Miles_per_Gallon: 31, + Cylinders: 4, + Displacement: 71, + Horsepower: 65, + Weight_in_lbs: 1773, + Acceleration: 19, + Year: '1971-01-01', + Origin: 'Japan', + }, + { + Name: 'datsun 1200', + Miles_per_Gallon: 35, + Cylinders: 4, + Displacement: 72, + Horsepower: 69, + Weight_in_lbs: 1613, + Acceleration: 18, + Year: '1971-01-01', + Origin: 'Japan', + }, + { + Name: 'volkswagen model 111', + Miles_per_Gallon: 27, + Cylinders: 4, + Displacement: 97, + Horsepower: 60, + Weight_in_lbs: 1834, + Acceleration: 19, + Year: '1971-01-01', + Origin: 'Europe', + }, + { + Name: 'plymouth cricket', + Miles_per_Gallon: 26, + Cylinders: 4, + Displacement: 91, + Horsepower: 70, + Weight_in_lbs: 1955, + Acceleration: 20.5, + Year: '1971-01-01', + Origin: 'USA', + }, + { + Name: 'toyota corona hardtop', + Miles_per_Gallon: 24, + Cylinders: 4, + Displacement: 113, + Horsepower: 95, + Weight_in_lbs: 2278, + Acceleration: 15.5, + Year: '1972-01-01', + Origin: 'Japan', + }, + { + Name: 'dodge colt hardtop', + Miles_per_Gallon: 25, + Cylinders: 4, + Displacement: 97.5, + Horsepower: 80, + Weight_in_lbs: 2126, + Acceleration: 17, + Year: '1972-01-01', + Origin: 'USA', + }, + { + Name: 'volkswagen type 3', + Miles_per_Gallon: 23, + Cylinders: 4, + Displacement: 97, + Horsepower: 54, + Weight_in_lbs: 2254, + Acceleration: 23.5, + Year: '1972-01-01', + Origin: 'Europe', + }, + { + Name: 'chevrolet vega', + Miles_per_Gallon: 20, + Cylinders: 4, + Displacement: 140, + Horsepower: 90, + Weight_in_lbs: 2408, + Acceleration: 19.5, + Year: '1972-01-01', + Origin: 'USA', + }, + { + Name: 'ford pinto runabout', + Miles_per_Gallon: 21, + Cylinders: 4, + Displacement: 122, + Horsepower: 86, + Weight_in_lbs: 2226, + Acceleration: 16.5, + Year: '1972-01-01', + Origin: 'USA', + }, + { + Name: 'chevrolet impala', + Miles_per_Gallon: 13, + Cylinders: 8, + Displacement: 350, + Horsepower: 165, + Weight_in_lbs: 4274, + Acceleration: 12, + Year: '1972-01-01', + Origin: 'USA', + }, + { + Name: 'pontiac catalina', + Miles_per_Gallon: 14, + Cylinders: 8, + Displacement: 400, + Horsepower: 175, + Weight_in_lbs: 4385, + Acceleration: 12, + Year: '1972-01-01', + Origin: 'USA', + }, + { + Name: 'plymouth fury iii', + Miles_per_Gallon: 15, + Cylinders: 8, + Displacement: 318, + Horsepower: 150, + Weight_in_lbs: 4135, + Acceleration: 13.5, + Year: '1972-01-01', + Origin: 'USA', + }, + { + Name: 'ford galaxie 500', + Miles_per_Gallon: 14, + Cylinders: 8, + Displacement: 351, + Horsepower: 153, + Weight_in_lbs: 4129, + Acceleration: 13, + Year: '1972-01-01', + Origin: 'USA', + }, + { + Name: 'amc ambassador sst', + Miles_per_Gallon: 17, + Cylinders: 8, + Displacement: 304, + Horsepower: 150, + Weight_in_lbs: 3672, + Acceleration: 11.5, + Year: '1972-01-01', + Origin: 'USA', + }, + { + Name: 'mercury marquis', + Miles_per_Gallon: 11, + Cylinders: 8, + Displacement: 429, + Horsepower: 208, + Weight_in_lbs: 4633, + Acceleration: 11, + Year: '1972-01-01', + Origin: 'USA', + }, + { + Name: 'buick lesabre custom', + Miles_per_Gallon: 13, + Cylinders: 8, + Displacement: 350, + Horsepower: 155, + Weight_in_lbs: 4502, + Acceleration: 13.5, + Year: '1972-01-01', + Origin: 'USA', + }, + { + Name: 'oldsmobile delta 88 royale', + Miles_per_Gallon: 12, + Cylinders: 8, + Displacement: 350, + Horsepower: 160, + Weight_in_lbs: 4456, + Acceleration: 13.5, + Year: '1972-01-01', + Origin: 'USA', + }, + { + Name: 'chrysler newport royal', + Miles_per_Gallon: 13, + Cylinders: 8, + Displacement: 400, + Horsepower: 190, + Weight_in_lbs: 4422, + Acceleration: 12.5, + Year: '1972-01-01', + Origin: 'USA', + }, + { + Name: 'mazda rx2 coupe', + Miles_per_Gallon: 19, + Cylinders: 3, + Displacement: 70, + Horsepower: 97, + Weight_in_lbs: 2330, + Acceleration: 13.5, + Year: '1972-01-01', + Origin: 'Japan', + }, + { + Name: 'amc matador (sw)', + Miles_per_Gallon: 15, + Cylinders: 8, + Displacement: 304, + Horsepower: 150, + Weight_in_lbs: 3892, + Acceleration: 12.5, + Year: '1972-01-01', + Origin: 'USA', + }, + { + Name: 'chevrolet chevelle concours (sw)', + Miles_per_Gallon: 13, + Cylinders: 8, + Displacement: 307, + Horsepower: 130, + Weight_in_lbs: 4098, + Acceleration: 14, + Year: '1972-01-01', + Origin: 'USA', + }, + { + Name: 'ford gran torino (sw)', + Miles_per_Gallon: 13, + Cylinders: 8, + Displacement: 302, + Horsepower: 140, + Weight_in_lbs: 4294, + Acceleration: 16, + Year: '1972-01-01', + Origin: 'USA', + }, + { + Name: 'plymouth satellite custom (sw)', + Miles_per_Gallon: 14, + Cylinders: 8, + Displacement: 318, + Horsepower: 150, + Weight_in_lbs: 4077, + Acceleration: 14, + Year: '1972-01-01', + Origin: 'USA', + }, + { + Name: 'volvo 145e (sw)', + Miles_per_Gallon: 18, + Cylinders: 4, + Displacement: 121, + Horsepower: 112, + Weight_in_lbs: 2933, + Acceleration: 14.5, + Year: '1972-01-01', + Origin: 'Europe', + }, + { + Name: 'volkswagen 411 (sw)', + Miles_per_Gallon: 22, + Cylinders: 4, + Displacement: 121, + Horsepower: 76, + Weight_in_lbs: 2511, + Acceleration: 18, + Year: '1972-01-01', + Origin: 'Europe', + }, + { + Name: 'peugeot 504 (sw)', + Miles_per_Gallon: 21, + Cylinders: 4, + Displacement: 120, + Horsepower: 87, + Weight_in_lbs: 2979, + Acceleration: 19.5, + Year: '1972-01-01', + Origin: 'Europe', + }, + { + Name: 'renault 12 (sw)', + Miles_per_Gallon: 26, + Cylinders: 4, + Displacement: 96, + Horsepower: 69, + Weight_in_lbs: 2189, + Acceleration: 18, + Year: '1972-01-01', + Origin: 'Europe', + }, + { + Name: 'ford pinto (sw)', + Miles_per_Gallon: 22, + Cylinders: 4, + Displacement: 122, + Horsepower: 86, + Weight_in_lbs: 2395, + Acceleration: 16, + Year: '1972-01-01', + Origin: 'USA', + }, + { + Name: 'datsun 510 (sw)', + Miles_per_Gallon: 28, + Cylinders: 4, + Displacement: 97, + Horsepower: 92, + Weight_in_lbs: 2288, + Acceleration: 17, + Year: '1972-01-01', + Origin: 'Japan', + }, + { + Name: 'toyouta corona mark ii (sw)', + Miles_per_Gallon: 23, + Cylinders: 4, + Displacement: 120, + Horsepower: 97, + Weight_in_lbs: 2506, + Acceleration: 14.5, + Year: '1972-01-01', + Origin: 'Japan', + }, + { + Name: 'dodge colt (sw)', + Miles_per_Gallon: 28, + Cylinders: 4, + Displacement: 98, + Horsepower: 80, + Weight_in_lbs: 2164, + Acceleration: 15, + Year: '1972-01-01', + Origin: 'USA', + }, + { + Name: 'toyota corolla 1600 (sw)', + Miles_per_Gallon: 27, + Cylinders: 4, + Displacement: 97, + Horsepower: 88, + Weight_in_lbs: 2100, + Acceleration: 16.5, + Year: '1972-01-01', + Origin: 'Japan', + }, + { + Name: 'buick century 350', + Miles_per_Gallon: 13, + Cylinders: 8, + Displacement: 350, + Horsepower: 175, + Weight_in_lbs: 4100, + Acceleration: 13, + Year: '1973-01-01', + Origin: 'USA', + }, + { + Name: 'amc matador', + Miles_per_Gallon: 14, + Cylinders: 8, + Displacement: 304, + Horsepower: 150, + Weight_in_lbs: 3672, + Acceleration: 11.5, + Year: '1973-01-01', + Origin: 'USA', + }, + { + Name: 'chevrolet malibu', + Miles_per_Gallon: 13, + Cylinders: 8, + Displacement: 350, + Horsepower: 145, + Weight_in_lbs: 3988, + Acceleration: 13, + Year: '1973-01-01', + Origin: 'USA', + }, + { + Name: 'ford gran torino', + Miles_per_Gallon: 14, + Cylinders: 8, + Displacement: 302, + Horsepower: 137, + Weight_in_lbs: 4042, + Acceleration: 14.5, + Year: '1973-01-01', + Origin: 'USA', + }, + { + Name: 'dodge coronet custom', + Miles_per_Gallon: 15, + Cylinders: 8, + Displacement: 318, + Horsepower: 150, + Weight_in_lbs: 3777, + Acceleration: 12.5, + Year: '1973-01-01', + Origin: 'USA', + }, + { + Name: 'mercury marquis brougham', + Miles_per_Gallon: 12, + Cylinders: 8, + Displacement: 429, + Horsepower: 198, + Weight_in_lbs: 4952, + Acceleration: 11.5, + Year: '1973-01-01', + Origin: 'USA', + }, + { + Name: 'chevrolet caprice classic', + Miles_per_Gallon: 13, + Cylinders: 8, + Displacement: 400, + Horsepower: 150, + Weight_in_lbs: 4464, + Acceleration: 12, + Year: '1973-01-01', + Origin: 'USA', + }, + { + Name: 'ford ltd', + Miles_per_Gallon: 13, + Cylinders: 8, + Displacement: 351, + Horsepower: 158, + Weight_in_lbs: 4363, + Acceleration: 13, + Year: '1973-01-01', + Origin: 'USA', + }, + { + Name: 'plymouth fury gran sedan', + Miles_per_Gallon: 14, + Cylinders: 8, + Displacement: 318, + Horsepower: 150, + Weight_in_lbs: 4237, + Acceleration: 14.5, + Year: '1973-01-01', + Origin: 'USA', + }, + { + Name: 'chrysler new yorker brougham', + Miles_per_Gallon: 13, + Cylinders: 8, + Displacement: 440, + Horsepower: 215, + Weight_in_lbs: 4735, + Acceleration: 11, + Year: '1973-01-01', + Origin: 'USA', + }, + { + Name: 'buick electra 225 custom', + Miles_per_Gallon: 12, + Cylinders: 8, + Displacement: 455, + Horsepower: 225, + Weight_in_lbs: 4951, + Acceleration: 11, + Year: '1973-01-01', + Origin: 'USA', + }, + { + Name: 'amc ambassador brougham', + Miles_per_Gallon: 13, + Cylinders: 8, + Displacement: 360, + Horsepower: 175, + Weight_in_lbs: 3821, + Acceleration: 11, + Year: '1973-01-01', + Origin: 'USA', + }, + { + Name: 'plymouth valiant', + Miles_per_Gallon: 18, + Cylinders: 6, + Displacement: 225, + Horsepower: 105, + Weight_in_lbs: 3121, + Acceleration: 16.5, + Year: '1973-01-01', + Origin: 'USA', + }, + { + Name: 'chevrolet nova custom', + Miles_per_Gallon: 16, + Cylinders: 6, + Displacement: 250, + Horsepower: 100, + Weight_in_lbs: 3278, + Acceleration: 18, + Year: '1973-01-01', + Origin: 'USA', + }, + { + Name: 'amc hornet', + Miles_per_Gallon: 18, + Cylinders: 6, + Displacement: 232, + Horsepower: 100, + Weight_in_lbs: 2945, + Acceleration: 16, + Year: '1973-01-01', + Origin: 'USA', + }, + { + Name: 'ford maverick', + Miles_per_Gallon: 18, + Cylinders: 6, + Displacement: 250, + Horsepower: 88, + Weight_in_lbs: 3021, + Acceleration: 16.5, + Year: '1973-01-01', + Origin: 'USA', + }, + { + Name: 'plymouth duster', + Miles_per_Gallon: 23, + Cylinders: 6, + Displacement: 198, + Horsepower: 95, + Weight_in_lbs: 2904, + Acceleration: 16, + Year: '1973-01-01', + Origin: 'USA', + }, + { + Name: 'volkswagen super beetle', + Miles_per_Gallon: 26, + Cylinders: 4, + Displacement: 97, + Horsepower: 46, + Weight_in_lbs: 1950, + Acceleration: 21, + Year: '1973-01-01', + Origin: 'Europe', + }, + { + Name: 'chevrolet impala', + Miles_per_Gallon: 11, + Cylinders: 8, + Displacement: 400, + Horsepower: 150, + Weight_in_lbs: 4997, + Acceleration: 14, + Year: '1973-01-01', + Origin: 'USA', + }, + { + Name: 'ford country', + Miles_per_Gallon: 12, + Cylinders: 8, + Displacement: 400, + Horsepower: 167, + Weight_in_lbs: 4906, + Acceleration: 12.5, + Year: '1973-01-01', + Origin: 'USA', + }, + { + Name: 'plymouth custom suburb', + Miles_per_Gallon: 13, + Cylinders: 8, + Displacement: 360, + Horsepower: 170, + Weight_in_lbs: 4654, + Acceleration: 13, + Year: '1973-01-01', + Origin: 'USA', + }, + { + Name: 'oldsmobile vista cruiser', + Miles_per_Gallon: 12, + Cylinders: 8, + Displacement: 350, + Horsepower: 180, + Weight_in_lbs: 4499, + Acceleration: 12.5, + Year: '1973-01-01', + Origin: 'USA', + }, + { + Name: 'amc gremlin', + Miles_per_Gallon: 18, + Cylinders: 6, + Displacement: 232, + Horsepower: 100, + Weight_in_lbs: 2789, + Acceleration: 15, + Year: '1973-01-01', + Origin: 'USA', + }, + { + Name: 'toyota carina', + Miles_per_Gallon: 20, + Cylinders: 4, + Displacement: 97, + Horsepower: 88, + Weight_in_lbs: 2279, + Acceleration: 19, + Year: '1973-01-01', + Origin: 'Japan', + }, + { + Name: 'chevrolet vega', + Miles_per_Gallon: 21, + Cylinders: 4, + Displacement: 140, + Horsepower: 72, + Weight_in_lbs: 2401, + Acceleration: 19.5, + Year: '1973-01-01', + Origin: 'USA', + }, + { + Name: 'datsun 610', + Miles_per_Gallon: 22, + Cylinders: 4, + Displacement: 108, + Horsepower: 94, + Weight_in_lbs: 2379, + Acceleration: 16.5, + Year: '1973-01-01', + Origin: 'Japan', + }, + { + Name: 'maxda rx3', + Miles_per_Gallon: 18, + Cylinders: 3, + Displacement: 70, + Horsepower: 90, + Weight_in_lbs: 2124, + Acceleration: 13.5, + Year: '1973-01-01', + Origin: 'Japan', + }, + { + Name: 'ford pinto', + Miles_per_Gallon: 19, + Cylinders: 4, + Displacement: 122, + Horsepower: 85, + Weight_in_lbs: 2310, + Acceleration: 18.5, + Year: '1973-01-01', + Origin: 'USA', + }, + { + Name: 'mercury capri v6', + Miles_per_Gallon: 21, + Cylinders: 6, + Displacement: 155, + Horsepower: 107, + Weight_in_lbs: 2472, + Acceleration: 14, + Year: '1973-01-01', + Origin: 'USA', + }, + { + Name: 'fiat 124 sport coupe', + Miles_per_Gallon: 26, + Cylinders: 4, + Displacement: 98, + Horsepower: 90, + Weight_in_lbs: 2265, + Acceleration: 15.5, + Year: '1973-01-01', + Origin: 'Europe', + }, + { + Name: 'chevrolet monte carlo s', + Miles_per_Gallon: 15, + Cylinders: 8, + Displacement: 350, + Horsepower: 145, + Weight_in_lbs: 4082, + Acceleration: 13, + Year: '1973-01-01', + Origin: 'USA', + }, + { + Name: 'pontiac grand prix', + Miles_per_Gallon: 16, + Cylinders: 8, + Displacement: 400, + Horsepower: 230, + Weight_in_lbs: 4278, + Acceleration: 9.5, + Year: '1973-01-01', + Origin: 'USA', + }, + { + Name: 'fiat 128', + Miles_per_Gallon: 29, + Cylinders: 4, + Displacement: 68, + Horsepower: 49, + Weight_in_lbs: 1867, + Acceleration: 19.5, + Year: '1973-01-01', + Origin: 'Europe', + }, + { + Name: 'opel manta', + Miles_per_Gallon: 24, + Cylinders: 4, + Displacement: 116, + Horsepower: 75, + Weight_in_lbs: 2158, + Acceleration: 15.5, + Year: '1973-01-01', + Origin: 'Europe', + }, + { + Name: 'audi 100ls', + Miles_per_Gallon: 20, + Cylinders: 4, + Displacement: 114, + Horsepower: 91, + Weight_in_lbs: 2582, + Acceleration: 14, + Year: '1973-01-01', + Origin: 'Europe', + }, + { + Name: 'volvo 144ea', + Miles_per_Gallon: 19, + Cylinders: 4, + Displacement: 121, + Horsepower: 112, + Weight_in_lbs: 2868, + Acceleration: 15.5, + Year: '1973-01-01', + Origin: 'Europe', + }, + { + Name: 'dodge dart custom', + Miles_per_Gallon: 15, + Cylinders: 8, + Displacement: 318, + Horsepower: 150, + Weight_in_lbs: 3399, + Acceleration: 11, + Year: '1973-01-01', + Origin: 'USA', + }, + { + Name: 'saab 99le', + Miles_per_Gallon: 24, + Cylinders: 4, + Displacement: 121, + Horsepower: 110, + Weight_in_lbs: 2660, + Acceleration: 14, + Year: '1973-01-01', + Origin: 'Europe', + }, + { + Name: 'toyota mark ii', + Miles_per_Gallon: 20, + Cylinders: 6, + Displacement: 156, + Horsepower: 122, + Weight_in_lbs: 2807, + Acceleration: 13.5, + Year: '1973-01-01', + Origin: 'Japan', + }, + { + Name: 'oldsmobile omega', + Miles_per_Gallon: 11, + Cylinders: 8, + Displacement: 350, + Horsepower: 180, + Weight_in_lbs: 3664, + Acceleration: 11, + Year: '1973-01-01', + Origin: 'USA', + }, + { + Name: 'plymouth duster', + Miles_per_Gallon: 20, + Cylinders: 6, + Displacement: 198, + Horsepower: 95, + Weight_in_lbs: 3102, + Acceleration: 16.5, + Year: '1974-01-01', + Origin: 'USA', + }, + { + Name: 'ford maverick', + Miles_per_Gallon: 21, + Cylinders: 6, + Displacement: 200, + Horsepower: null, + Weight_in_lbs: 2875, + Acceleration: 17, + Year: '1974-01-01', + Origin: 'USA', + }, + { + Name: 'amc hornet', + Miles_per_Gallon: 19, + Cylinders: 6, + Displacement: 232, + Horsepower: 100, + Weight_in_lbs: 2901, + Acceleration: 16, + Year: '1974-01-01', + Origin: 'USA', + }, + { + Name: 'chevrolet nova', + Miles_per_Gallon: 15, + Cylinders: 6, + Displacement: 250, + Horsepower: 100, + Weight_in_lbs: 3336, + Acceleration: 17, + Year: '1974-01-01', + Origin: 'USA', + }, + { + Name: 'datsun b210', + Miles_per_Gallon: 31, + Cylinders: 4, + Displacement: 79, + Horsepower: 67, + Weight_in_lbs: 1950, + Acceleration: 19, + Year: '1974-01-01', + Origin: 'Japan', + }, + { + Name: 'ford pinto', + Miles_per_Gallon: 26, + Cylinders: 4, + Displacement: 122, + Horsepower: 80, + Weight_in_lbs: 2451, + Acceleration: 16.5, + Year: '1974-01-01', + Origin: 'USA', + }, + { + Name: 'toyota corolla 1200', + Miles_per_Gallon: 32, + Cylinders: 4, + Displacement: 71, + Horsepower: 65, + Weight_in_lbs: 1836, + Acceleration: 21, + Year: '1974-01-01', + Origin: 'Japan', + }, + { + Name: 'chevrolet vega', + Miles_per_Gallon: 25, + Cylinders: 4, + Displacement: 140, + Horsepower: 75, + Weight_in_lbs: 2542, + Acceleration: 17, + Year: '1974-01-01', + Origin: 'USA', + }, + { + Name: 'chevrolet chevelle malibu classic', + Miles_per_Gallon: 16, + Cylinders: 6, + Displacement: 250, + Horsepower: 100, + Weight_in_lbs: 3781, + Acceleration: 17, + Year: '1974-01-01', + Origin: 'USA', + }, + { + Name: 'amc matador', + Miles_per_Gallon: 16, + Cylinders: 6, + Displacement: 258, + Horsepower: 110, + Weight_in_lbs: 3632, + Acceleration: 18, + Year: '1974-01-01', + Origin: 'USA', + }, + { + Name: 'plymouth satellite sebring', + Miles_per_Gallon: 18, + Cylinders: 6, + Displacement: 225, + Horsepower: 105, + Weight_in_lbs: 3613, + Acceleration: 16.5, + Year: '1974-01-01', + Origin: 'USA', + }, + { + Name: 'ford gran torino', + Miles_per_Gallon: 16, + Cylinders: 8, + Displacement: 302, + Horsepower: 140, + Weight_in_lbs: 4141, + Acceleration: 14, + Year: '1974-01-01', + Origin: 'USA', + }, + { + Name: 'buick century luxus (sw)', + Miles_per_Gallon: 13, + Cylinders: 8, + Displacement: 350, + Horsepower: 150, + Weight_in_lbs: 4699, + Acceleration: 14.5, + Year: '1974-01-01', + Origin: 'USA', + }, + { + Name: 'dodge coronet custom (sw)', + Miles_per_Gallon: 14, + Cylinders: 8, + Displacement: 318, + Horsepower: 150, + Weight_in_lbs: 4457, + Acceleration: 13.5, + Year: '1974-01-01', + Origin: 'USA', + }, + { + Name: 'ford gran torino (sw)', + Miles_per_Gallon: 14, + Cylinders: 8, + Displacement: 302, + Horsepower: 140, + Weight_in_lbs: 4638, + Acceleration: 16, + Year: '1974-01-01', + Origin: 'USA', + }, + { + Name: 'amc matador (sw)', + Miles_per_Gallon: 14, + Cylinders: 8, + Displacement: 304, + Horsepower: 150, + Weight_in_lbs: 4257, + Acceleration: 15.5, + Year: '1974-01-01', + Origin: 'USA', + }, + { + Name: 'audi fox', + Miles_per_Gallon: 29, + Cylinders: 4, + Displacement: 98, + Horsepower: 83, + Weight_in_lbs: 2219, + Acceleration: 16.5, + Year: '1974-01-01', + Origin: 'Europe', + }, + { + Name: 'volkswagen dasher', + Miles_per_Gallon: 26, + Cylinders: 4, + Displacement: 79, + Horsepower: 67, + Weight_in_lbs: 1963, + Acceleration: 15.5, + Year: '1974-01-01', + Origin: 'Europe', + }, + { + Name: 'opel manta', + Miles_per_Gallon: 26, + Cylinders: 4, + Displacement: 97, + Horsepower: 78, + Weight_in_lbs: 2300, + Acceleration: 14.5, + Year: '1974-01-01', + Origin: 'Europe', + }, + { + Name: 'toyota corona', + Miles_per_Gallon: 31, + Cylinders: 4, + Displacement: 76, + Horsepower: 52, + Weight_in_lbs: 1649, + Acceleration: 16.5, + Year: '1974-01-01', + Origin: 'Japan', + }, + { + Name: 'datsun 710', + Miles_per_Gallon: 32, + Cylinders: 4, + Displacement: 83, + Horsepower: 61, + Weight_in_lbs: 2003, + Acceleration: 19, + Year: '1974-01-01', + Origin: 'Japan', + }, + { + Name: 'dodge colt', + Miles_per_Gallon: 28, + Cylinders: 4, + Displacement: 90, + Horsepower: 75, + Weight_in_lbs: 2125, + Acceleration: 14.5, + Year: '1974-01-01', + Origin: 'USA', + }, + { + Name: 'fiat 128', + Miles_per_Gallon: 24, + Cylinders: 4, + Displacement: 90, + Horsepower: 75, + Weight_in_lbs: 2108, + Acceleration: 15.5, + Year: '1974-01-01', + Origin: 'Europe', + }, + { + Name: 'fiat 124 tc', + Miles_per_Gallon: 26, + Cylinders: 4, + Displacement: 116, + Horsepower: 75, + Weight_in_lbs: 2246, + Acceleration: 14, + Year: '1974-01-01', + Origin: 'Europe', + }, + { + Name: 'honda civic', + Miles_per_Gallon: 24, + Cylinders: 4, + Displacement: 120, + Horsepower: 97, + Weight_in_lbs: 2489, + Acceleration: 15, + Year: '1974-01-01', + Origin: 'Japan', + }, + { + Name: 'subaru', + Miles_per_Gallon: 26, + Cylinders: 4, + Displacement: 108, + Horsepower: 93, + Weight_in_lbs: 2391, + Acceleration: 15.5, + Year: '1974-01-01', + Origin: 'Japan', + }, + { + Name: 'fiat x1.9', + Miles_per_Gallon: 31, + Cylinders: 4, + Displacement: 79, + Horsepower: 67, + Weight_in_lbs: 2000, + Acceleration: 16, + Year: '1974-01-01', + Origin: 'Europe', + }, + { + Name: 'plymouth valiant custom', + Miles_per_Gallon: 19, + Cylinders: 6, + Displacement: 225, + Horsepower: 95, + Weight_in_lbs: 3264, + Acceleration: 16, + Year: '1975-01-01', + Origin: 'USA', + }, + { + Name: 'chevrolet nova', + Miles_per_Gallon: 18, + Cylinders: 6, + Displacement: 250, + Horsepower: 105, + Weight_in_lbs: 3459, + Acceleration: 16, + Year: '1975-01-01', + Origin: 'USA', + }, + { + Name: 'mercury monarch', + Miles_per_Gallon: 15, + Cylinders: 6, + Displacement: 250, + Horsepower: 72, + Weight_in_lbs: 3432, + Acceleration: 21, + Year: '1975-01-01', + Origin: 'USA', + }, + { + Name: 'ford maverick', + Miles_per_Gallon: 15, + Cylinders: 6, + Displacement: 250, + Horsepower: 72, + Weight_in_lbs: 3158, + Acceleration: 19.5, + Year: '1975-01-01', + Origin: 'USA', + }, + { + Name: 'pontiac catalina', + Miles_per_Gallon: 16, + Cylinders: 8, + Displacement: 400, + Horsepower: 170, + Weight_in_lbs: 4668, + Acceleration: 11.5, + Year: '1975-01-01', + Origin: 'USA', + }, + { + Name: 'chevrolet bel air', + Miles_per_Gallon: 15, + Cylinders: 8, + Displacement: 350, + Horsepower: 145, + Weight_in_lbs: 4440, + Acceleration: 14, + Year: '1975-01-01', + Origin: 'USA', + }, + { + Name: 'plymouth grand fury', + Miles_per_Gallon: 16, + Cylinders: 8, + Displacement: 318, + Horsepower: 150, + Weight_in_lbs: 4498, + Acceleration: 14.5, + Year: '1975-01-01', + Origin: 'USA', + }, + { + Name: 'ford ltd', + Miles_per_Gallon: 14, + Cylinders: 8, + Displacement: 351, + Horsepower: 148, + Weight_in_lbs: 4657, + Acceleration: 13.5, + Year: '1975-01-01', + Origin: 'USA', + }, + { + Name: 'buick century', + Miles_per_Gallon: 17, + Cylinders: 6, + Displacement: 231, + Horsepower: 110, + Weight_in_lbs: 3907, + Acceleration: 21, + Year: '1975-01-01', + Origin: 'USA', + }, + { + Name: 'chevroelt chevelle malibu', + Miles_per_Gallon: 16, + Cylinders: 6, + Displacement: 250, + Horsepower: 105, + Weight_in_lbs: 3897, + Acceleration: 18.5, + Year: '1975-01-01', + Origin: 'USA', + }, + { + Name: 'amc matador', + Miles_per_Gallon: 15, + Cylinders: 6, + Displacement: 258, + Horsepower: 110, + Weight_in_lbs: 3730, + Acceleration: 19, + Year: '1975-01-01', + Origin: 'USA', + }, + { + Name: 'plymouth fury', + Miles_per_Gallon: 18, + Cylinders: 6, + Displacement: 225, + Horsepower: 95, + Weight_in_lbs: 3785, + Acceleration: 19, + Year: '1975-01-01', + Origin: 'USA', + }, + { + Name: 'buick skyhawk', + Miles_per_Gallon: 21, + Cylinders: 6, + Displacement: 231, + Horsepower: 110, + Weight_in_lbs: 3039, + Acceleration: 15, + Year: '1975-01-01', + Origin: 'USA', + }, + { + Name: 'chevrolet monza 2+2', + Miles_per_Gallon: 20, + Cylinders: 8, + Displacement: 262, + Horsepower: 110, + Weight_in_lbs: 3221, + Acceleration: 13.5, + Year: '1975-01-01', + Origin: 'USA', + }, + { + Name: 'ford mustang ii', + Miles_per_Gallon: 13, + Cylinders: 8, + Displacement: 302, + Horsepower: 129, + Weight_in_lbs: 3169, + Acceleration: 12, + Year: '1975-01-01', + Origin: 'USA', + }, + { + Name: 'toyota corolla', + Miles_per_Gallon: 29, + Cylinders: 4, + Displacement: 97, + Horsepower: 75, + Weight_in_lbs: 2171, + Acceleration: 16, + Year: '1975-01-01', + Origin: 'Japan', + }, + { + Name: 'ford pinto', + Miles_per_Gallon: 23, + Cylinders: 4, + Displacement: 140, + Horsepower: 83, + Weight_in_lbs: 2639, + Acceleration: 17, + Year: '1975-01-01', + Origin: 'USA', + }, + { + Name: 'amc gremlin', + Miles_per_Gallon: 20, + Cylinders: 6, + Displacement: 232, + Horsepower: 100, + Weight_in_lbs: 2914, + Acceleration: 16, + Year: '1975-01-01', + Origin: 'USA', + }, + { + Name: 'pontiac astro', + Miles_per_Gallon: 23, + Cylinders: 4, + Displacement: 140, + Horsepower: 78, + Weight_in_lbs: 2592, + Acceleration: 18.5, + Year: '1975-01-01', + Origin: 'USA', + }, + { + Name: 'toyota corona', + Miles_per_Gallon: 24, + Cylinders: 4, + Displacement: 134, + Horsepower: 96, + Weight_in_lbs: 2702, + Acceleration: 13.5, + Year: '1975-01-01', + Origin: 'Japan', + }, + { + Name: 'volkswagen dasher', + Miles_per_Gallon: 25, + Cylinders: 4, + Displacement: 90, + Horsepower: 71, + Weight_in_lbs: 2223, + Acceleration: 16.5, + Year: '1975-01-01', + Origin: 'Europe', + }, + { + Name: 'datsun 710', + Miles_per_Gallon: 24, + Cylinders: 4, + Displacement: 119, + Horsepower: 97, + Weight_in_lbs: 2545, + Acceleration: 17, + Year: '1975-01-01', + Origin: 'Japan', + }, + { + Name: 'ford pinto', + Miles_per_Gallon: 18, + Cylinders: 6, + Displacement: 171, + Horsepower: 97, + Weight_in_lbs: 2984, + Acceleration: 14.5, + Year: '1975-01-01', + Origin: 'USA', + }, + { + Name: 'volkswagen rabbit', + Miles_per_Gallon: 29, + Cylinders: 4, + Displacement: 90, + Horsepower: 70, + Weight_in_lbs: 1937, + Acceleration: 14, + Year: '1975-01-01', + Origin: 'Europe', + }, + { + Name: 'amc pacer', + Miles_per_Gallon: 19, + Cylinders: 6, + Displacement: 232, + Horsepower: 90, + Weight_in_lbs: 3211, + Acceleration: 17, + Year: '1975-01-01', + Origin: 'USA', + }, + { + Name: 'audi 100ls', + Miles_per_Gallon: 23, + Cylinders: 4, + Displacement: 115, + Horsepower: 95, + Weight_in_lbs: 2694, + Acceleration: 15, + Year: '1975-01-01', + Origin: 'Europe', + }, + { + Name: 'peugeot 504', + Miles_per_Gallon: 23, + Cylinders: 4, + Displacement: 120, + Horsepower: 88, + Weight_in_lbs: 2957, + Acceleration: 17, + Year: '1975-01-01', + Origin: 'Europe', + }, + { + Name: 'volvo 244dl', + Miles_per_Gallon: 22, + Cylinders: 4, + Displacement: 121, + Horsepower: 98, + Weight_in_lbs: 2945, + Acceleration: 14.5, + Year: '1975-01-01', + Origin: 'Europe', + }, + { + Name: 'saab 99le', + Miles_per_Gallon: 25, + Cylinders: 4, + Displacement: 121, + Horsepower: 115, + Weight_in_lbs: 2671, + Acceleration: 13.5, + Year: '1975-01-01', + Origin: 'Europe', + }, + { + Name: 'honda civic cvcc', + Miles_per_Gallon: 33, + Cylinders: 4, + Displacement: 91, + Horsepower: 53, + Weight_in_lbs: 1795, + Acceleration: 17.5, + Year: '1975-01-01', + Origin: 'Japan', + }, + { + Name: 'fiat 131', + Miles_per_Gallon: 28, + Cylinders: 4, + Displacement: 107, + Horsepower: 86, + Weight_in_lbs: 2464, + Acceleration: 15.5, + Year: '1976-01-01', + Origin: 'Europe', + }, + { + Name: 'opel 1900', + Miles_per_Gallon: 25, + Cylinders: 4, + Displacement: 116, + Horsepower: 81, + Weight_in_lbs: 2220, + Acceleration: 16.9, + Year: '1976-01-01', + Origin: 'Europe', + }, + { + Name: 'capri ii', + Miles_per_Gallon: 25, + Cylinders: 4, + Displacement: 140, + Horsepower: 92, + Weight_in_lbs: 2572, + Acceleration: 14.9, + Year: '1976-01-01', + Origin: 'USA', + }, + { + Name: 'dodge colt', + Miles_per_Gallon: 26, + Cylinders: 4, + Displacement: 98, + Horsepower: 79, + Weight_in_lbs: 2255, + Acceleration: 17.7, + Year: '1976-01-01', + Origin: 'USA', + }, + { + Name: 'renault 12tl', + Miles_per_Gallon: 27, + Cylinders: 4, + Displacement: 101, + Horsepower: 83, + Weight_in_lbs: 2202, + Acceleration: 15.3, + Year: '1976-01-01', + Origin: 'Europe', + }, + { + Name: 'chevrolet chevelle malibu classic', + Miles_per_Gallon: 17.5, + Cylinders: 8, + Displacement: 305, + Horsepower: 140, + Weight_in_lbs: 4215, + Acceleration: 13, + Year: '1976-01-01', + Origin: 'USA', + }, + { + Name: 'dodge coronet brougham', + Miles_per_Gallon: 16, + Cylinders: 8, + Displacement: 318, + Horsepower: 150, + Weight_in_lbs: 4190, + Acceleration: 13, + Year: '1976-01-01', + Origin: 'USA', + }, + { + Name: 'amc matador', + Miles_per_Gallon: 15.5, + Cylinders: 8, + Displacement: 304, + Horsepower: 120, + Weight_in_lbs: 3962, + Acceleration: 13.9, + Year: '1976-01-01', + Origin: 'USA', + }, + { + Name: 'ford gran torino', + Miles_per_Gallon: 14.5, + Cylinders: 8, + Displacement: 351, + Horsepower: 152, + Weight_in_lbs: 4215, + Acceleration: 12.8, + Year: '1976-01-01', + Origin: 'USA', + }, + { + Name: 'plymouth valiant', + Miles_per_Gallon: 22, + Cylinders: 6, + Displacement: 225, + Horsepower: 100, + Weight_in_lbs: 3233, + Acceleration: 15.4, + Year: '1976-01-01', + Origin: 'USA', + }, + { + Name: 'chevrolet nova', + Miles_per_Gallon: 22, + Cylinders: 6, + Displacement: 250, + Horsepower: 105, + Weight_in_lbs: 3353, + Acceleration: 14.5, + Year: '1976-01-01', + Origin: 'USA', + }, + { + Name: 'ford maverick', + Miles_per_Gallon: 24, + Cylinders: 6, + Displacement: 200, + Horsepower: 81, + Weight_in_lbs: 3012, + Acceleration: 17.6, + Year: '1976-01-01', + Origin: 'USA', + }, + { + Name: 'amc hornet', + Miles_per_Gallon: 22.5, + Cylinders: 6, + Displacement: 232, + Horsepower: 90, + Weight_in_lbs: 3085, + Acceleration: 17.6, + Year: '1976-01-01', + Origin: 'USA', + }, + { + Name: 'chevrolet chevette', + Miles_per_Gallon: 29, + Cylinders: 4, + Displacement: 85, + Horsepower: 52, + Weight_in_lbs: 2035, + Acceleration: 22.2, + Year: '1976-01-01', + Origin: 'USA', + }, + { + Name: 'chevrolet woody', + Miles_per_Gallon: 24.5, + Cylinders: 4, + Displacement: 98, + Horsepower: 60, + Weight_in_lbs: 2164, + Acceleration: 22.1, + Year: '1976-01-01', + Origin: 'USA', + }, + { + Name: 'vw rabbit', + Miles_per_Gallon: 29, + Cylinders: 4, + Displacement: 90, + Horsepower: 70, + Weight_in_lbs: 1937, + Acceleration: 14.2, + Year: '1976-01-01', + Origin: 'Europe', + }, + { + Name: 'honda civic', + Miles_per_Gallon: 33, + Cylinders: 4, + Displacement: 91, + Horsepower: 53, + Weight_in_lbs: 1795, + Acceleration: 17.4, + Year: '1976-01-01', + Origin: 'Japan', + }, + { + Name: 'dodge aspen se', + Miles_per_Gallon: 20, + Cylinders: 6, + Displacement: 225, + Horsepower: 100, + Weight_in_lbs: 3651, + Acceleration: 17.7, + Year: '1976-01-01', + Origin: 'USA', + }, + { + Name: 'ford granada ghia', + Miles_per_Gallon: 18, + Cylinders: 6, + Displacement: 250, + Horsepower: 78, + Weight_in_lbs: 3574, + Acceleration: 21, + Year: '1976-01-01', + Origin: 'USA', + }, + { + Name: 'pontiac ventura sj', + Miles_per_Gallon: 18.5, + Cylinders: 6, + Displacement: 250, + Horsepower: 110, + Weight_in_lbs: 3645, + Acceleration: 16.2, + Year: '1976-01-01', + Origin: 'USA', + }, + { + Name: 'amc pacer d/l', + Miles_per_Gallon: 17.5, + Cylinders: 6, + Displacement: 258, + Horsepower: 95, + Weight_in_lbs: 3193, + Acceleration: 17.8, + Year: '1976-01-01', + Origin: 'USA', + }, + { + Name: 'volkswagen rabbit', + Miles_per_Gallon: 29.5, + Cylinders: 4, + Displacement: 97, + Horsepower: 71, + Weight_in_lbs: 1825, + Acceleration: 12.2, + Year: '1976-01-01', + Origin: 'Europe', + }, + { + Name: 'datsun b-210', + Miles_per_Gallon: 32, + Cylinders: 4, + Displacement: 85, + Horsepower: 70, + Weight_in_lbs: 1990, + Acceleration: 17, + Year: '1976-01-01', + Origin: 'Japan', + }, + { + Name: 'toyota corolla', + Miles_per_Gallon: 28, + Cylinders: 4, + Displacement: 97, + Horsepower: 75, + Weight_in_lbs: 2155, + Acceleration: 16.4, + Year: '1976-01-01', + Origin: 'Japan', + }, + { + Name: 'ford pinto', + Miles_per_Gallon: 26.5, + Cylinders: 4, + Displacement: 140, + Horsepower: 72, + Weight_in_lbs: 2565, + Acceleration: 13.6, + Year: '1976-01-01', + Origin: 'USA', + }, + { + Name: 'volvo 245', + Miles_per_Gallon: 20, + Cylinders: 4, + Displacement: 130, + Horsepower: 102, + Weight_in_lbs: 3150, + Acceleration: 15.7, + Year: '1976-01-01', + Origin: 'Europe', + }, + { + Name: 'plymouth volare premier v8', + Miles_per_Gallon: 13, + Cylinders: 8, + Displacement: 318, + Horsepower: 150, + Weight_in_lbs: 3940, + Acceleration: 13.2, + Year: '1976-01-01', + Origin: 'USA', + }, + { + Name: 'peugeot 504', + Miles_per_Gallon: 19, + Cylinders: 4, + Displacement: 120, + Horsepower: 88, + Weight_in_lbs: 3270, + Acceleration: 21.9, + Year: '1976-01-01', + Origin: 'Europe', + }, + { + Name: 'toyota mark ii', + Miles_per_Gallon: 19, + Cylinders: 6, + Displacement: 156, + Horsepower: 108, + Weight_in_lbs: 2930, + Acceleration: 15.5, + Year: '1976-01-01', + Origin: 'Japan', + }, + { + Name: 'mercedes-benz 280s', + Miles_per_Gallon: 16.5, + Cylinders: 6, + Displacement: 168, + Horsepower: 120, + Weight_in_lbs: 3820, + Acceleration: 16.7, + Year: '1976-01-01', + Origin: 'Europe', + }, + { + Name: 'cadillac seville', + Miles_per_Gallon: 16.5, + Cylinders: 8, + Displacement: 350, + Horsepower: 180, + Weight_in_lbs: 4380, + Acceleration: 12.1, + Year: '1976-01-01', + Origin: 'USA', + }, + { + Name: 'chevy c10', + Miles_per_Gallon: 13, + Cylinders: 8, + Displacement: 350, + Horsepower: 145, + Weight_in_lbs: 4055, + Acceleration: 12, + Year: '1976-01-01', + Origin: 'USA', + }, + { + Name: 'ford f108', + Miles_per_Gallon: 13, + Cylinders: 8, + Displacement: 302, + Horsepower: 130, + Weight_in_lbs: 3870, + Acceleration: 15, + Year: '1976-01-01', + Origin: 'USA', + }, + { + Name: 'dodge d100', + Miles_per_Gallon: 13, + Cylinders: 8, + Displacement: 318, + Horsepower: 150, + Weight_in_lbs: 3755, + Acceleration: 14, + Year: '1976-01-01', + Origin: 'USA', + }, + { + Name: 'honda Accelerationord cvcc', + Miles_per_Gallon: 31.5, + Cylinders: 4, + Displacement: 98, + Horsepower: 68, + Weight_in_lbs: 2045, + Acceleration: 18.5, + Year: '1977-01-01', + Origin: 'Japan', + }, + { + Name: 'buick opel isuzu deluxe', + Miles_per_Gallon: 30, + Cylinders: 4, + Displacement: 111, + Horsepower: 80, + Weight_in_lbs: 2155, + Acceleration: 14.8, + Year: '1977-01-01', + Origin: 'USA', + }, + { + Name: 'renault 5 gtl', + Miles_per_Gallon: 36, + Cylinders: 4, + Displacement: 79, + Horsepower: 58, + Weight_in_lbs: 1825, + Acceleration: 18.6, + Year: '1977-01-01', + Origin: 'Europe', + }, + { + Name: 'plymouth arrow gs', + Miles_per_Gallon: 25.5, + Cylinders: 4, + Displacement: 122, + Horsepower: 96, + Weight_in_lbs: 2300, + Acceleration: 15.5, + Year: '1977-01-01', + Origin: 'USA', + }, + { + Name: 'datsun f-10 hatchback', + Miles_per_Gallon: 33.5, + Cylinders: 4, + Displacement: 85, + Horsepower: 70, + Weight_in_lbs: 1945, + Acceleration: 16.8, + Year: '1977-01-01', + Origin: 'Japan', + }, + { + Name: 'chevrolet caprice classic', + Miles_per_Gallon: 17.5, + Cylinders: 8, + Displacement: 305, + Horsepower: 145, + Weight_in_lbs: 3880, + Acceleration: 12.5, + Year: '1977-01-01', + Origin: 'USA', + }, + { + Name: 'oldsmobile cutlass supreme', + Miles_per_Gallon: 17, + Cylinders: 8, + Displacement: 260, + Horsepower: 110, + Weight_in_lbs: 4060, + Acceleration: 19, + Year: '1977-01-01', + Origin: 'USA', + }, + { + Name: 'dodge monaco brougham', + Miles_per_Gallon: 15.5, + Cylinders: 8, + Displacement: 318, + Horsepower: 145, + Weight_in_lbs: 4140, + Acceleration: 13.7, + Year: '1977-01-01', + Origin: 'USA', + }, + { + Name: 'mercury cougar brougham', + Miles_per_Gallon: 15, + Cylinders: 8, + Displacement: 302, + Horsepower: 130, + Weight_in_lbs: 4295, + Acceleration: 14.9, + Year: '1977-01-01', + Origin: 'USA', + }, + { + Name: 'chevrolet concours', + Miles_per_Gallon: 17.5, + Cylinders: 6, + Displacement: 250, + Horsepower: 110, + Weight_in_lbs: 3520, + Acceleration: 16.4, + Year: '1977-01-01', + Origin: 'USA', + }, + { + Name: 'buick skylark', + Miles_per_Gallon: 20.5, + Cylinders: 6, + Displacement: 231, + Horsepower: 105, + Weight_in_lbs: 3425, + Acceleration: 16.9, + Year: '1977-01-01', + Origin: 'USA', + }, + { + Name: 'plymouth volare custom', + Miles_per_Gallon: 19, + Cylinders: 6, + Displacement: 225, + Horsepower: 100, + Weight_in_lbs: 3630, + Acceleration: 17.7, + Year: '1977-01-01', + Origin: 'USA', + }, + { + Name: 'ford granada', + Miles_per_Gallon: 18.5, + Cylinders: 6, + Displacement: 250, + Horsepower: 98, + Weight_in_lbs: 3525, + Acceleration: 19, + Year: '1977-01-01', + Origin: 'USA', + }, + { + Name: 'pontiac grand prix lj', + Miles_per_Gallon: 16, + Cylinders: 8, + Displacement: 400, + Horsepower: 180, + Weight_in_lbs: 4220, + Acceleration: 11.1, + Year: '1977-01-01', + Origin: 'USA', + }, + { + Name: 'chevrolet monte carlo landau', + Miles_per_Gallon: 15.5, + Cylinders: 8, + Displacement: 350, + Horsepower: 170, + Weight_in_lbs: 4165, + Acceleration: 11.4, + Year: '1977-01-01', + Origin: 'USA', + }, + { + Name: 'chrysler cordoba', + Miles_per_Gallon: 15.5, + Cylinders: 8, + Displacement: 400, + Horsepower: 190, + Weight_in_lbs: 4325, + Acceleration: 12.2, + Year: '1977-01-01', + Origin: 'USA', + }, + { + Name: 'ford thunderbird', + Miles_per_Gallon: 16, + Cylinders: 8, + Displacement: 351, + Horsepower: 149, + Weight_in_lbs: 4335, + Acceleration: 14.5, + Year: '1977-01-01', + Origin: 'USA', + }, + { + Name: 'volkswagen rabbit custom', + Miles_per_Gallon: 29, + Cylinders: 4, + Displacement: 97, + Horsepower: 78, + Weight_in_lbs: 1940, + Acceleration: 14.5, + Year: '1977-01-01', + Origin: 'Europe', + }, + { + Name: 'pontiac sunbird coupe', + Miles_per_Gallon: 24.5, + Cylinders: 4, + Displacement: 151, + Horsepower: 88, + Weight_in_lbs: 2740, + Acceleration: 16, + Year: '1977-01-01', + Origin: 'USA', + }, + { + Name: 'toyota corolla liftback', + Miles_per_Gallon: 26, + Cylinders: 4, + Displacement: 97, + Horsepower: 75, + Weight_in_lbs: 2265, + Acceleration: 18.2, + Year: '1977-01-01', + Origin: 'Japan', + }, + { + Name: 'ford mustang ii 2+2', + Miles_per_Gallon: 25.5, + Cylinders: 4, + Displacement: 140, + Horsepower: 89, + Weight_in_lbs: 2755, + Acceleration: 15.8, + Year: '1977-01-01', + Origin: 'USA', + }, + { + Name: 'chevrolet chevette', + Miles_per_Gallon: 30.5, + Cylinders: 4, + Displacement: 98, + Horsepower: 63, + Weight_in_lbs: 2051, + Acceleration: 17, + Year: '1977-01-01', + Origin: 'USA', + }, + { + Name: 'dodge colt m/m', + Miles_per_Gallon: 33.5, + Cylinders: 4, + Displacement: 98, + Horsepower: 83, + Weight_in_lbs: 2075, + Acceleration: 15.9, + Year: '1977-01-01', + Origin: 'USA', + }, + { + Name: 'subaru dl', + Miles_per_Gallon: 30, + Cylinders: 4, + Displacement: 97, + Horsepower: 67, + Weight_in_lbs: 1985, + Acceleration: 16.4, + Year: '1977-01-01', + Origin: 'Japan', + }, + { + Name: 'volkswagen dasher', + Miles_per_Gallon: 30.5, + Cylinders: 4, + Displacement: 97, + Horsepower: 78, + Weight_in_lbs: 2190, + Acceleration: 14.1, + Year: '1977-01-01', + Origin: 'Europe', + }, + { + Name: 'datsun 810', + Miles_per_Gallon: 22, + Cylinders: 6, + Displacement: 146, + Horsepower: 97, + Weight_in_lbs: 2815, + Acceleration: 14.5, + Year: '1977-01-01', + Origin: 'Japan', + }, + { + Name: 'bmw 320i', + Miles_per_Gallon: 21.5, + Cylinders: 4, + Displacement: 121, + Horsepower: 110, + Weight_in_lbs: 2600, + Acceleration: 12.8, + Year: '1977-01-01', + Origin: 'Europe', + }, + { + Name: 'mazda rx-4', + Miles_per_Gallon: 21.5, + Cylinders: 3, + Displacement: 80, + Horsepower: 110, + Weight_in_lbs: 2720, + Acceleration: 13.5, + Year: '1977-01-01', + Origin: 'Japan', + }, + { + Name: 'volkswagen rabbit custom diesel', + Miles_per_Gallon: 43.1, + Cylinders: 4, + Displacement: 90, + Horsepower: 48, + Weight_in_lbs: 1985, + Acceleration: 21.5, + Year: '1978-01-01', + Origin: 'Europe', + }, + { + Name: 'ford fiesta', + Miles_per_Gallon: 36.1, + Cylinders: 4, + Displacement: 98, + Horsepower: 66, + Weight_in_lbs: 1800, + Acceleration: 14.4, + Year: '1978-01-01', + Origin: 'USA', + }, + { + Name: 'mazda glc deluxe', + Miles_per_Gallon: 32.8, + Cylinders: 4, + Displacement: 78, + Horsepower: 52, + Weight_in_lbs: 1985, + Acceleration: 19.4, + Year: '1978-01-01', + Origin: 'Japan', + }, + { + Name: 'datsun b210 gx', + Miles_per_Gallon: 39.4, + Cylinders: 4, + Displacement: 85, + Horsepower: 70, + Weight_in_lbs: 2070, + Acceleration: 18.6, + Year: '1978-01-01', + Origin: 'Japan', + }, + { + Name: 'honda civic cvcc', + Miles_per_Gallon: 36.1, + Cylinders: 4, + Displacement: 91, + Horsepower: 60, + Weight_in_lbs: 1800, + Acceleration: 16.4, + Year: '1978-01-01', + Origin: 'Japan', + }, + { + Name: 'oldsmobile cutlass salon brougham', + Miles_per_Gallon: 19.9, + Cylinders: 8, + Displacement: 260, + Horsepower: 110, + Weight_in_lbs: 3365, + Acceleration: 15.5, + Year: '1978-01-01', + Origin: 'USA', + }, + { + Name: 'dodge diplomat', + Miles_per_Gallon: 19.4, + Cylinders: 8, + Displacement: 318, + Horsepower: 140, + Weight_in_lbs: 3735, + Acceleration: 13.2, + Year: '1978-01-01', + Origin: 'USA', + }, + { + Name: 'mercury monarch ghia', + Miles_per_Gallon: 20.2, + Cylinders: 8, + Displacement: 302, + Horsepower: 139, + Weight_in_lbs: 3570, + Acceleration: 12.8, + Year: '1978-01-01', + Origin: 'USA', + }, + { + Name: 'pontiac phoenix lj', + Miles_per_Gallon: 19.2, + Cylinders: 6, + Displacement: 231, + Horsepower: 105, + Weight_in_lbs: 3535, + Acceleration: 19.2, + Year: '1978-01-01', + Origin: 'USA', + }, + { + Name: 'chevrolet malibu', + Miles_per_Gallon: 20.5, + Cylinders: 6, + Displacement: 200, + Horsepower: 95, + Weight_in_lbs: 3155, + Acceleration: 18.2, + Year: '1978-01-01', + Origin: 'USA', + }, + { + Name: 'ford fairmont (auto)', + Miles_per_Gallon: 20.2, + Cylinders: 6, + Displacement: 200, + Horsepower: 85, + Weight_in_lbs: 2965, + Acceleration: 15.8, + Year: '1978-01-01', + Origin: 'USA', + }, + { + Name: 'ford fairmont (man)', + Miles_per_Gallon: 25.1, + Cylinders: 4, + Displacement: 140, + Horsepower: 88, + Weight_in_lbs: 2720, + Acceleration: 15.4, + Year: '1978-01-01', + Origin: 'USA', + }, + { + Name: 'plymouth volare', + Miles_per_Gallon: 20.5, + Cylinders: 6, + Displacement: 225, + Horsepower: 100, + Weight_in_lbs: 3430, + Acceleration: 17.2, + Year: '1978-01-01', + Origin: 'USA', + }, + { + Name: 'amc concord', + Miles_per_Gallon: 19.4, + Cylinders: 6, + Displacement: 232, + Horsepower: 90, + Weight_in_lbs: 3210, + Acceleration: 17.2, + Year: '1978-01-01', + Origin: 'USA', + }, + { + Name: 'buick century special', + Miles_per_Gallon: 20.6, + Cylinders: 6, + Displacement: 231, + Horsepower: 105, + Weight_in_lbs: 3380, + Acceleration: 15.8, + Year: '1978-01-01', + Origin: 'USA', + }, + { + Name: 'mercury zephyr', + Miles_per_Gallon: 20.8, + Cylinders: 6, + Displacement: 200, + Horsepower: 85, + Weight_in_lbs: 3070, + Acceleration: 16.7, + Year: '1978-01-01', + Origin: 'USA', + }, + { + Name: 'dodge aspen', + Miles_per_Gallon: 18.6, + Cylinders: 6, + Displacement: 225, + Horsepower: 110, + Weight_in_lbs: 3620, + Acceleration: 18.7, + Year: '1978-01-01', + Origin: 'USA', + }, + { + Name: 'amc concord d/l', + Miles_per_Gallon: 18.1, + Cylinders: 6, + Displacement: 258, + Horsepower: 120, + Weight_in_lbs: 3410, + Acceleration: 15.1, + Year: '1978-01-01', + Origin: 'USA', + }, + { + Name: 'chevrolet monte carlo landau', + Miles_per_Gallon: 19.2, + Cylinders: 8, + Displacement: 305, + Horsepower: 145, + Weight_in_lbs: 3425, + Acceleration: 13.2, + Year: '1978-01-01', + Origin: 'USA', + }, + { + Name: 'buick regal sport coupe (turbo)', + Miles_per_Gallon: 17.7, + Cylinders: 6, + Displacement: 231, + Horsepower: 165, + Weight_in_lbs: 3445, + Acceleration: 13.4, + Year: '1978-01-01', + Origin: 'USA', + }, + { + Name: 'ford futura', + Miles_per_Gallon: 18.1, + Cylinders: 8, + Displacement: 302, + Horsepower: 139, + Weight_in_lbs: 3205, + Acceleration: 11.2, + Year: '1978-01-01', + Origin: 'USA', + }, + { + Name: 'dodge magnum xe', + Miles_per_Gallon: 17.5, + Cylinders: 8, + Displacement: 318, + Horsepower: 140, + Weight_in_lbs: 4080, + Acceleration: 13.7, + Year: '1978-01-01', + Origin: 'USA', + }, + { + Name: 'chevrolet chevette', + Miles_per_Gallon: 30, + Cylinders: 4, + Displacement: 98, + Horsepower: 68, + Weight_in_lbs: 2155, + Acceleration: 16.5, + Year: '1978-01-01', + Origin: 'USA', + }, + { + Name: 'toyota corona', + Miles_per_Gallon: 27.5, + Cylinders: 4, + Displacement: 134, + Horsepower: 95, + Weight_in_lbs: 2560, + Acceleration: 14.2, + Year: '1978-01-01', + Origin: 'Japan', + }, + { + Name: 'datsun 510', + Miles_per_Gallon: 27.2, + Cylinders: 4, + Displacement: 119, + Horsepower: 97, + Weight_in_lbs: 2300, + Acceleration: 14.7, + Year: '1978-01-01', + Origin: 'Japan', + }, + { + Name: 'dodge omni', + Miles_per_Gallon: 30.9, + Cylinders: 4, + Displacement: 105, + Horsepower: 75, + Weight_in_lbs: 2230, + Acceleration: 14.5, + Year: '1978-01-01', + Origin: 'USA', + }, + { + Name: 'toyota celica gt liftback', + Miles_per_Gallon: 21.1, + Cylinders: 4, + Displacement: 134, + Horsepower: 95, + Weight_in_lbs: 2515, + Acceleration: 14.8, + Year: '1978-01-01', + Origin: 'Japan', + }, + { + Name: 'plymouth sapporo', + Miles_per_Gallon: 23.2, + Cylinders: 4, + Displacement: 156, + Horsepower: 105, + Weight_in_lbs: 2745, + Acceleration: 16.7, + Year: '1978-01-01', + Origin: 'USA', + }, + { + Name: 'oldsmobile starfire sx', + Miles_per_Gallon: 23.8, + Cylinders: 4, + Displacement: 151, + Horsepower: 85, + Weight_in_lbs: 2855, + Acceleration: 17.6, + Year: '1978-01-01', + Origin: 'USA', + }, + { + Name: 'datsun 200-sx', + Miles_per_Gallon: 23.9, + Cylinders: 4, + Displacement: 119, + Horsepower: 97, + Weight_in_lbs: 2405, + Acceleration: 14.9, + Year: '1978-01-01', + Origin: 'Japan', + }, + { + Name: 'audi 5000', + Miles_per_Gallon: 20.3, + Cylinders: 5, + Displacement: 131, + Horsepower: 103, + Weight_in_lbs: 2830, + Acceleration: 15.9, + Year: '1978-01-01', + Origin: 'Europe', + }, + { + Name: 'volvo 264gl', + Miles_per_Gallon: 17, + Cylinders: 6, + Displacement: 163, + Horsepower: 125, + Weight_in_lbs: 3140, + Acceleration: 13.6, + Year: '1978-01-01', + Origin: 'Europe', + }, + { + Name: 'saab 99gle', + Miles_per_Gallon: 21.6, + Cylinders: 4, + Displacement: 121, + Horsepower: 115, + Weight_in_lbs: 2795, + Acceleration: 15.7, + Year: '1978-01-01', + Origin: 'Europe', + }, + { + Name: 'peugeot 604sl', + Miles_per_Gallon: 16.2, + Cylinders: 6, + Displacement: 163, + Horsepower: 133, + Weight_in_lbs: 3410, + Acceleration: 15.8, + Year: '1978-01-01', + Origin: 'Europe', + }, + { + Name: 'volkswagen scirocco', + Miles_per_Gallon: 31.5, + Cylinders: 4, + Displacement: 89, + Horsepower: 71, + Weight_in_lbs: 1990, + Acceleration: 14.9, + Year: '1978-01-01', + Origin: 'Europe', + }, + { + Name: 'honda Accelerationord lx', + Miles_per_Gallon: 29.5, + Cylinders: 4, + Displacement: 98, + Horsepower: 68, + Weight_in_lbs: 2135, + Acceleration: 16.6, + Year: '1978-01-01', + Origin: 'Japan', + }, + { + Name: 'pontiac lemans v6', + Miles_per_Gallon: 21.5, + Cylinders: 6, + Displacement: 231, + Horsepower: 115, + Weight_in_lbs: 3245, + Acceleration: 15.4, + Year: '1979-01-01', + Origin: 'USA', + }, + { + Name: 'mercury zephyr 6', + Miles_per_Gallon: 19.8, + Cylinders: 6, + Displacement: 200, + Horsepower: 85, + Weight_in_lbs: 2990, + Acceleration: 18.2, + Year: '1979-01-01', + Origin: 'USA', + }, + { + Name: 'ford fairmont 4', + Miles_per_Gallon: 22.3, + Cylinders: 4, + Displacement: 140, + Horsepower: 88, + Weight_in_lbs: 2890, + Acceleration: 17.3, + Year: '1979-01-01', + Origin: 'USA', + }, + { + Name: 'amc concord dl 6', + Miles_per_Gallon: 20.2, + Cylinders: 6, + Displacement: 232, + Horsepower: 90, + Weight_in_lbs: 3265, + Acceleration: 18.2, + Year: '1979-01-01', + Origin: 'USA', + }, + { + Name: 'dodge aspen 6', + Miles_per_Gallon: 20.6, + Cylinders: 6, + Displacement: 225, + Horsepower: 110, + Weight_in_lbs: 3360, + Acceleration: 16.6, + Year: '1979-01-01', + Origin: 'USA', + }, + { + Name: 'chevrolet caprice classic', + Miles_per_Gallon: 17, + Cylinders: 8, + Displacement: 305, + Horsepower: 130, + Weight_in_lbs: 3840, + Acceleration: 15.4, + Year: '1979-01-01', + Origin: 'USA', + }, + { + Name: 'ford ltd landau', + Miles_per_Gallon: 17.6, + Cylinders: 8, + Displacement: 302, + Horsepower: 129, + Weight_in_lbs: 3725, + Acceleration: 13.4, + Year: '1979-01-01', + Origin: 'USA', + }, + { + Name: 'mercury grand marquis', + Miles_per_Gallon: 16.5, + Cylinders: 8, + Displacement: 351, + Horsepower: 138, + Weight_in_lbs: 3955, + Acceleration: 13.2, + Year: '1979-01-01', + Origin: 'USA', + }, + { + Name: 'dodge st. regis', + Miles_per_Gallon: 18.2, + Cylinders: 8, + Displacement: 318, + Horsepower: 135, + Weight_in_lbs: 3830, + Acceleration: 15.2, + Year: '1979-01-01', + Origin: 'USA', + }, + { + Name: 'buick estate wagon (sw)', + Miles_per_Gallon: 16.9, + Cylinders: 8, + Displacement: 350, + Horsepower: 155, + Weight_in_lbs: 4360, + Acceleration: 14.9, + Year: '1979-01-01', + Origin: 'USA', + }, + { + Name: 'ford country squire (sw)', + Miles_per_Gallon: 15.5, + Cylinders: 8, + Displacement: 351, + Horsepower: 142, + Weight_in_lbs: 4054, + Acceleration: 14.3, + Year: '1979-01-01', + Origin: 'USA', + }, + { + Name: 'chevrolet malibu classic (sw)', + Miles_per_Gallon: 19.2, + Cylinders: 8, + Displacement: 267, + Horsepower: 125, + Weight_in_lbs: 3605, + Acceleration: 15, + Year: '1979-01-01', + Origin: 'USA', + }, + { + Name: 'chrysler lebaron town @ country (sw)', + Miles_per_Gallon: 18.5, + Cylinders: 8, + Displacement: 360, + Horsepower: 150, + Weight_in_lbs: 3940, + Acceleration: 13, + Year: '1979-01-01', + Origin: 'USA', + }, + { + Name: 'vw rabbit custom', + Miles_per_Gallon: 31.9, + Cylinders: 4, + Displacement: 89, + Horsepower: 71, + Weight_in_lbs: 1925, + Acceleration: 14, + Year: '1979-01-01', + Origin: 'Europe', + }, + { + Name: 'maxda glc deluxe', + Miles_per_Gallon: 34.1, + Cylinders: 4, + Displacement: 86, + Horsepower: 65, + Weight_in_lbs: 1975, + Acceleration: 15.2, + Year: '1979-01-01', + Origin: 'Japan', + }, + { + Name: 'dodge colt hatchback custom', + Miles_per_Gallon: 35.7, + Cylinders: 4, + Displacement: 98, + Horsepower: 80, + Weight_in_lbs: 1915, + Acceleration: 14.4, + Year: '1979-01-01', + Origin: 'USA', + }, + { + Name: 'amc spirit dl', + Miles_per_Gallon: 27.4, + Cylinders: 4, + Displacement: 121, + Horsepower: 80, + Weight_in_lbs: 2670, + Acceleration: 15, + Year: '1979-01-01', + Origin: 'USA', + }, + { + Name: 'mercedes benz 300d', + Miles_per_Gallon: 25.4, + Cylinders: 5, + Displacement: 183, + Horsepower: 77, + Weight_in_lbs: 3530, + Acceleration: 20.1, + Year: '1979-01-01', + Origin: 'Europe', + }, + { + Name: 'cadillac eldorado', + Miles_per_Gallon: 23, + Cylinders: 8, + Displacement: 350, + Horsepower: 125, + Weight_in_lbs: 3900, + Acceleration: 17.4, + Year: '1979-01-01', + Origin: 'USA', + }, + { + Name: 'peugeot 504', + Miles_per_Gallon: 27.2, + Cylinders: 4, + Displacement: 141, + Horsepower: 71, + Weight_in_lbs: 3190, + Acceleration: 24.8, + Year: '1979-01-01', + Origin: 'Europe', + }, + { + Name: 'oldsmobile cutlass salon brougham', + Miles_per_Gallon: 23.9, + Cylinders: 8, + Displacement: 260, + Horsepower: 90, + Weight_in_lbs: 3420, + Acceleration: 22.2, + Year: '1979-01-01', + Origin: 'USA', + }, + { + Name: 'plymouth horizon', + Miles_per_Gallon: 34.2, + Cylinders: 4, + Displacement: 105, + Horsepower: 70, + Weight_in_lbs: 2200, + Acceleration: 13.2, + Year: '1979-01-01', + Origin: 'USA', + }, + { + Name: 'plymouth horizon tc3', + Miles_per_Gallon: 34.5, + Cylinders: 4, + Displacement: 105, + Horsepower: 70, + Weight_in_lbs: 2150, + Acceleration: 14.9, + Year: '1979-01-01', + Origin: 'USA', + }, + { + Name: 'datsun 210', + Miles_per_Gallon: 31.8, + Cylinders: 4, + Displacement: 85, + Horsepower: 65, + Weight_in_lbs: 2020, + Acceleration: 19.2, + Year: '1979-01-01', + Origin: 'Japan', + }, + { + Name: 'fiat strada custom', + Miles_per_Gallon: 37.3, + Cylinders: 4, + Displacement: 91, + Horsepower: 69, + Weight_in_lbs: 2130, + Acceleration: 14.7, + Year: '1979-01-01', + Origin: 'Europe', + }, + { + Name: 'buick skylark limited', + Miles_per_Gallon: 28.4, + Cylinders: 4, + Displacement: 151, + Horsepower: 90, + Weight_in_lbs: 2670, + Acceleration: 16, + Year: '1979-01-01', + Origin: 'USA', + }, + { + Name: 'chevrolet citation', + Miles_per_Gallon: 28.8, + Cylinders: 6, + Displacement: 173, + Horsepower: 115, + Weight_in_lbs: 2595, + Acceleration: 11.3, + Year: '1979-01-01', + Origin: 'USA', + }, + { + Name: 'oldsmobile omega brougham', + Miles_per_Gallon: 26.8, + Cylinders: 6, + Displacement: 173, + Horsepower: 115, + Weight_in_lbs: 2700, + Acceleration: 12.9, + Year: '1979-01-01', + Origin: 'USA', + }, + { + Name: 'pontiac phoenix', + Miles_per_Gallon: 33.5, + Cylinders: 4, + Displacement: 151, + Horsepower: 90, + Weight_in_lbs: 2556, + Acceleration: 13.2, + Year: '1979-01-01', + Origin: 'USA', + }, + { + Name: 'vw rabbit', + Miles_per_Gallon: 41.5, + Cylinders: 4, + Displacement: 98, + Horsepower: 76, + Weight_in_lbs: 2144, + Acceleration: 14.7, + Year: '1980-01-01', + Origin: 'Europe', + }, + { + Name: 'toyota corolla tercel', + Miles_per_Gallon: 38.1, + Cylinders: 4, + Displacement: 89, + Horsepower: 60, + Weight_in_lbs: 1968, + Acceleration: 18.8, + Year: '1980-01-01', + Origin: 'Japan', + }, + { + Name: 'chevrolet chevette', + Miles_per_Gallon: 32.1, + Cylinders: 4, + Displacement: 98, + Horsepower: 70, + Weight_in_lbs: 2120, + Acceleration: 15.5, + Year: '1980-01-01', + Origin: 'USA', + }, + { + Name: 'datsun 310', + Miles_per_Gallon: 37.2, + Cylinders: 4, + Displacement: 86, + Horsepower: 65, + Weight_in_lbs: 2019, + Acceleration: 16.4, + Year: '1980-01-01', + Origin: 'Japan', + }, + { + Name: 'chevrolet citation', + Miles_per_Gallon: 28, + Cylinders: 4, + Displacement: 151, + Horsepower: 90, + Weight_in_lbs: 2678, + Acceleration: 16.5, + Year: '1980-01-01', + Origin: 'USA', + }, + { + Name: 'ford fairmont', + Miles_per_Gallon: 26.4, + Cylinders: 4, + Displacement: 140, + Horsepower: 88, + Weight_in_lbs: 2870, + Acceleration: 18.1, + Year: '1980-01-01', + Origin: 'USA', + }, + { + Name: 'amc concord', + Miles_per_Gallon: 24.3, + Cylinders: 4, + Displacement: 151, + Horsepower: 90, + Weight_in_lbs: 3003, + Acceleration: 20.1, + Year: '1980-01-01', + Origin: 'USA', + }, + { + Name: 'dodge aspen', + Miles_per_Gallon: 19.1, + Cylinders: 6, + Displacement: 225, + Horsepower: 90, + Weight_in_lbs: 3381, + Acceleration: 18.7, + Year: '1980-01-01', + Origin: 'USA', + }, + { + Name: 'audi 4000', + Miles_per_Gallon: 34.3, + Cylinders: 4, + Displacement: 97, + Horsepower: 78, + Weight_in_lbs: 2188, + Acceleration: 15.8, + Year: '1980-01-01', + Origin: 'Europe', + }, + { + Name: 'toyota corona liftback', + Miles_per_Gallon: 29.8, + Cylinders: 4, + Displacement: 134, + Horsepower: 90, + Weight_in_lbs: 2711, + Acceleration: 15.5, + Year: '1980-01-01', + Origin: 'Japan', + }, + { + Name: 'mazda 626', + Miles_per_Gallon: 31.3, + Cylinders: 4, + Displacement: 120, + Horsepower: 75, + Weight_in_lbs: 2542, + Acceleration: 17.5, + Year: '1980-01-01', + Origin: 'Japan', + }, + { + Name: 'datsun 510 hatchback', + Miles_per_Gallon: 37, + Cylinders: 4, + Displacement: 119, + Horsepower: 92, + Weight_in_lbs: 2434, + Acceleration: 15, + Year: '1980-01-01', + Origin: 'Japan', + }, + { + Name: 'toyota corolla', + Miles_per_Gallon: 32.2, + Cylinders: 4, + Displacement: 108, + Horsepower: 75, + Weight_in_lbs: 2265, + Acceleration: 15.2, + Year: '1980-01-01', + Origin: 'Japan', + }, + { + Name: 'mazda glc', + Miles_per_Gallon: 46.6, + Cylinders: 4, + Displacement: 86, + Horsepower: 65, + Weight_in_lbs: 2110, + Acceleration: 17.9, + Year: '1980-01-01', + Origin: 'Japan', + }, + { + Name: 'dodge colt', + Miles_per_Gallon: 27.9, + Cylinders: 4, + Displacement: 156, + Horsepower: 105, + Weight_in_lbs: 2800, + Acceleration: 14.4, + Year: '1980-01-01', + Origin: 'USA', + }, + { + Name: 'datsun 210', + Miles_per_Gallon: 40.8, + Cylinders: 4, + Displacement: 85, + Horsepower: 65, + Weight_in_lbs: 2110, + Acceleration: 19.2, + Year: '1980-01-01', + Origin: 'Japan', + }, + { + Name: 'vw rabbit c (diesel)', + Miles_per_Gallon: 44.3, + Cylinders: 4, + Displacement: 90, + Horsepower: 48, + Weight_in_lbs: 2085, + Acceleration: 21.7, + Year: '1980-01-01', + Origin: 'Europe', + }, + { + Name: 'vw dasher (diesel)', + Miles_per_Gallon: 43.4, + Cylinders: 4, + Displacement: 90, + Horsepower: 48, + Weight_in_lbs: 2335, + Acceleration: 23.7, + Year: '1980-01-01', + Origin: 'Europe', + }, + { + Name: 'audi 5000s (diesel)', + Miles_per_Gallon: 36.4, + Cylinders: 5, + Displacement: 121, + Horsepower: 67, + Weight_in_lbs: 2950, + Acceleration: 19.9, + Year: '1980-01-01', + Origin: 'Europe', + }, + { + Name: 'mercedes-benz 240d', + Miles_per_Gallon: 30, + Cylinders: 4, + Displacement: 146, + Horsepower: 67, + Weight_in_lbs: 3250, + Acceleration: 21.8, + Year: '1980-01-01', + Origin: 'Europe', + }, + { + Name: 'honda civic 1500 gl', + Miles_per_Gallon: 44.6, + Cylinders: 4, + Displacement: 91, + Horsepower: 67, + Weight_in_lbs: 1850, + Acceleration: 13.8, + Year: '1980-01-01', + Origin: 'Japan', + }, + { + Name: 'renault lecar deluxe', + Miles_per_Gallon: 40.9, + Cylinders: 4, + Displacement: 85, + Horsepower: null, + Weight_in_lbs: 1835, + Acceleration: 17.3, + Year: '1980-01-01', + Origin: 'Europe', + }, + { + Name: 'subaru dl', + Miles_per_Gallon: 33.8, + Cylinders: 4, + Displacement: 97, + Horsepower: 67, + Weight_in_lbs: 2145, + Acceleration: 18, + Year: '1980-01-01', + Origin: 'Japan', + }, + { + Name: 'vokswagen rabbit', + Miles_per_Gallon: 29.8, + Cylinders: 4, + Displacement: 89, + Horsepower: 62, + Weight_in_lbs: 1845, + Acceleration: 15.3, + Year: '1980-01-01', + Origin: 'Europe', + }, + { + Name: 'datsun 280-zx', + Miles_per_Gallon: 32.7, + Cylinders: 6, + Displacement: 168, + Horsepower: 132, + Weight_in_lbs: 2910, + Acceleration: 11.4, + Year: '1980-01-01', + Origin: 'Japan', + }, + { + Name: 'mazda rx-7 gs', + Miles_per_Gallon: 23.7, + Cylinders: 3, + Displacement: 70, + Horsepower: 100, + Weight_in_lbs: 2420, + Acceleration: 12.5, + Year: '1980-01-01', + Origin: 'Japan', + }, + { + Name: 'triumph tr7 coupe', + Miles_per_Gallon: 35, + Cylinders: 4, + Displacement: 122, + Horsepower: 88, + Weight_in_lbs: 2500, + Acceleration: 15.1, + Year: '1980-01-01', + Origin: 'Europe', + }, + { + Name: 'ford mustang cobra', + Miles_per_Gallon: 23.6, + Cylinders: 4, + Displacement: 140, + Horsepower: null, + Weight_in_lbs: 2905, + Acceleration: 14.3, + Year: '1980-01-01', + Origin: 'USA', + }, + { + Name: 'honda Accelerationord', + Miles_per_Gallon: 32.4, + Cylinders: 4, + Displacement: 107, + Horsepower: 72, + Weight_in_lbs: 2290, + Acceleration: 17, + Year: '1980-01-01', + Origin: 'Japan', + }, + { + Name: 'plymouth reliant', + Miles_per_Gallon: 27.2, + Cylinders: 4, + Displacement: 135, + Horsepower: 84, + Weight_in_lbs: 2490, + Acceleration: 15.7, + Year: '1982-01-01', + Origin: 'USA', + }, + { + Name: 'buick skylark', + Miles_per_Gallon: 26.6, + Cylinders: 4, + Displacement: 151, + Horsepower: 84, + Weight_in_lbs: 2635, + Acceleration: 16.4, + Year: '1982-01-01', + Origin: 'USA', + }, + { + Name: 'dodge aries wagon (sw)', + Miles_per_Gallon: 25.8, + Cylinders: 4, + Displacement: 156, + Horsepower: 92, + Weight_in_lbs: 2620, + Acceleration: 14.4, + Year: '1982-01-01', + Origin: 'USA', + }, + { + Name: 'chevrolet citation', + Miles_per_Gallon: 23.5, + Cylinders: 6, + Displacement: 173, + Horsepower: 110, + Weight_in_lbs: 2725, + Acceleration: 12.6, + Year: '1982-01-01', + Origin: 'USA', + }, + { + Name: 'plymouth reliant', + Miles_per_Gallon: 30, + Cylinders: 4, + Displacement: 135, + Horsepower: 84, + Weight_in_lbs: 2385, + Acceleration: 12.9, + Year: '1982-01-01', + Origin: 'USA', + }, + { + Name: 'toyota starlet', + Miles_per_Gallon: 39.1, + Cylinders: 4, + Displacement: 79, + Horsepower: 58, + Weight_in_lbs: 1755, + Acceleration: 16.9, + Year: '1982-01-01', + Origin: 'Japan', + }, + { + Name: 'plymouth champ', + Miles_per_Gallon: 39, + Cylinders: 4, + Displacement: 86, + Horsepower: 64, + Weight_in_lbs: 1875, + Acceleration: 16.4, + Year: '1982-01-01', + Origin: 'USA', + }, + { + Name: 'honda civic 1300', + Miles_per_Gallon: 35.1, + Cylinders: 4, + Displacement: 81, + Horsepower: 60, + Weight_in_lbs: 1760, + Acceleration: 16.1, + Year: '1982-01-01', + Origin: 'Japan', + }, + { + Name: 'subaru', + Miles_per_Gallon: 32.3, + Cylinders: 4, + Displacement: 97, + Horsepower: 67, + Weight_in_lbs: 2065, + Acceleration: 17.8, + Year: '1982-01-01', + Origin: 'Japan', + }, + { + Name: 'datsun 210', + Miles_per_Gallon: 37, + Cylinders: 4, + Displacement: 85, + Horsepower: 65, + Weight_in_lbs: 1975, + Acceleration: 19.4, + Year: '1982-01-01', + Origin: 'Japan', + }, + { + Name: 'toyota tercel', + Miles_per_Gallon: 37.7, + Cylinders: 4, + Displacement: 89, + Horsepower: 62, + Weight_in_lbs: 2050, + Acceleration: 17.3, + Year: '1982-01-01', + Origin: 'Japan', + }, + { + Name: 'mazda glc 4', + Miles_per_Gallon: 34.1, + Cylinders: 4, + Displacement: 91, + Horsepower: 68, + Weight_in_lbs: 1985, + Acceleration: 16, + Year: '1982-01-01', + Origin: 'Japan', + }, + { + Name: 'plymouth horizon 4', + Miles_per_Gallon: 34.7, + Cylinders: 4, + Displacement: 105, + Horsepower: 63, + Weight_in_lbs: 2215, + Acceleration: 14.9, + Year: '1982-01-01', + Origin: 'USA', + }, + { + Name: 'ford escort 4w', + Miles_per_Gallon: 34.4, + Cylinders: 4, + Displacement: 98, + Horsepower: 65, + Weight_in_lbs: 2045, + Acceleration: 16.2, + Year: '1982-01-01', + Origin: 'USA', + }, + { + Name: 'ford escort 2h', + Miles_per_Gallon: 29.9, + Cylinders: 4, + Displacement: 98, + Horsepower: 65, + Weight_in_lbs: 2380, + Acceleration: 20.7, + Year: '1982-01-01', + Origin: 'USA', + }, + { + Name: 'volkswagen jetta', + Miles_per_Gallon: 33, + Cylinders: 4, + Displacement: 105, + Horsepower: 74, + Weight_in_lbs: 2190, + Acceleration: 14.2, + Year: '1982-01-01', + Origin: 'Europe', + }, + { + Name: 'renault 18i', + Miles_per_Gallon: 34.5, + Cylinders: 4, + Displacement: 100, + Horsepower: null, + Weight_in_lbs: 2320, + Acceleration: 15.8, + Year: '1982-01-01', + Origin: 'Europe', + }, + { + Name: 'honda prelude', + Miles_per_Gallon: 33.7, + Cylinders: 4, + Displacement: 107, + Horsepower: 75, + Weight_in_lbs: 2210, + Acceleration: 14.4, + Year: '1982-01-01', + Origin: 'Japan', + }, + { + Name: 'toyota corolla', + Miles_per_Gallon: 32.4, + Cylinders: 4, + Displacement: 108, + Horsepower: 75, + Weight_in_lbs: 2350, + Acceleration: 16.8, + Year: '1982-01-01', + Origin: 'Japan', + }, + { + Name: 'datsun 200sx', + Miles_per_Gallon: 32.9, + Cylinders: 4, + Displacement: 119, + Horsepower: 100, + Weight_in_lbs: 2615, + Acceleration: 14.8, + Year: '1982-01-01', + Origin: 'Japan', + }, + { + Name: 'mazda 626', + Miles_per_Gallon: 31.6, + Cylinders: 4, + Displacement: 120, + Horsepower: 74, + Weight_in_lbs: 2635, + Acceleration: 18.3, + Year: '1982-01-01', + Origin: 'Japan', + }, + { + Name: 'peugeot 505s turbo diesel', + Miles_per_Gallon: 28.1, + Cylinders: 4, + Displacement: 141, + Horsepower: 80, + Weight_in_lbs: 3230, + Acceleration: 20.4, + Year: '1982-01-01', + Origin: 'Europe', + }, + { + Name: 'saab 900s', + Miles_per_Gallon: null, + Cylinders: 4, + Displacement: 121, + Horsepower: 110, + Weight_in_lbs: 2800, + Acceleration: 15.4, + Year: '1982-01-01', + Origin: 'Europe', + }, + { + Name: 'volvo diesel', + Miles_per_Gallon: 30.7, + Cylinders: 6, + Displacement: 145, + Horsepower: 76, + Weight_in_lbs: 3160, + Acceleration: 19.6, + Year: '1982-01-01', + Origin: 'Europe', + }, + { + Name: 'toyota cressida', + Miles_per_Gallon: 25.4, + Cylinders: 6, + Displacement: 168, + Horsepower: 116, + Weight_in_lbs: 2900, + Acceleration: 12.6, + Year: '1982-01-01', + Origin: 'Japan', + }, + { + Name: 'datsun 810 maxima', + Miles_per_Gallon: 24.2, + Cylinders: 6, + Displacement: 146, + Horsepower: 120, + Weight_in_lbs: 2930, + Acceleration: 13.8, + Year: '1982-01-01', + Origin: 'Japan', + }, + { + Name: 'buick century', + Miles_per_Gallon: 22.4, + Cylinders: 6, + Displacement: 231, + Horsepower: 110, + Weight_in_lbs: 3415, + Acceleration: 15.8, + Year: '1982-01-01', + Origin: 'USA', + }, + { + Name: 'oldsmobile cutlass ls', + Miles_per_Gallon: 26.6, + Cylinders: 8, + Displacement: 350, + Horsepower: 105, + Weight_in_lbs: 3725, + Acceleration: 19, + Year: '1982-01-01', + Origin: 'USA', + }, + { + Name: 'ford granada gl', + Miles_per_Gallon: 20.2, + Cylinders: 6, + Displacement: 200, + Horsepower: 88, + Weight_in_lbs: 3060, + Acceleration: 17.1, + Year: '1982-01-01', + Origin: 'USA', + }, + { + Name: 'chrysler lebaron salon', + Miles_per_Gallon: 17.6, + Cylinders: 6, + Displacement: 225, + Horsepower: 85, + Weight_in_lbs: 3465, + Acceleration: 16.6, + Year: '1982-01-01', + Origin: 'USA', + }, + { + Name: 'chevrolet cavalier', + Miles_per_Gallon: 28, + Cylinders: 4, + Displacement: 112, + Horsepower: 88, + Weight_in_lbs: 2605, + Acceleration: 19.6, + Year: '1982-01-01', + Origin: 'USA', + }, + { + Name: 'chevrolet cavalier wagon', + Miles_per_Gallon: 27, + Cylinders: 4, + Displacement: 112, + Horsepower: 88, + Weight_in_lbs: 2640, + Acceleration: 18.6, + Year: '1982-01-01', + Origin: 'USA', + }, + { + Name: 'chevrolet cavalier 2-door', + Miles_per_Gallon: 34, + Cylinders: 4, + Displacement: 112, + Horsepower: 88, + Weight_in_lbs: 2395, + Acceleration: 18, + Year: '1982-01-01', + Origin: 'USA', + }, + { + Name: 'pontiac j2000 se hatchback', + Miles_per_Gallon: 31, + Cylinders: 4, + Displacement: 112, + Horsepower: 85, + Weight_in_lbs: 2575, + Acceleration: 16.2, + Year: '1982-01-01', + Origin: 'USA', + }, + { + Name: 'dodge aries se', + Miles_per_Gallon: 29, + Cylinders: 4, + Displacement: 135, + Horsepower: 84, + Weight_in_lbs: 2525, + Acceleration: 16, + Year: '1982-01-01', + Origin: 'USA', + }, + { + Name: 'pontiac phoenix', + Miles_per_Gallon: 27, + Cylinders: 4, + Displacement: 151, + Horsepower: 90, + Weight_in_lbs: 2735, + Acceleration: 18, + Year: '1982-01-01', + Origin: 'USA', + }, + { + Name: 'ford fairmont futura', + Miles_per_Gallon: 24, + Cylinders: 4, + Displacement: 140, + Horsepower: 92, + Weight_in_lbs: 2865, + Acceleration: 16.4, + Year: '1982-01-01', + Origin: 'USA', + }, + { + Name: 'amc concord dl', + Miles_per_Gallon: 23, + Cylinders: 4, + Displacement: 151, + Horsepower: null, + Weight_in_lbs: 3035, + Acceleration: 20.5, + Year: '1982-01-01', + Origin: 'USA', + }, + { + Name: 'volkswagen rabbit l', + Miles_per_Gallon: 36, + Cylinders: 4, + Displacement: 105, + Horsepower: 74, + Weight_in_lbs: 1980, + Acceleration: 15.3, + Year: '1982-01-01', + Origin: 'Europe', + }, + { + Name: 'mazda glc custom l', + Miles_per_Gallon: 37, + Cylinders: 4, + Displacement: 91, + Horsepower: 68, + Weight_in_lbs: 2025, + Acceleration: 18.2, + Year: '1982-01-01', + Origin: 'Japan', + }, + { + Name: 'mazda glc custom', + Miles_per_Gallon: 31, + Cylinders: 4, + Displacement: 91, + Horsepower: 68, + Weight_in_lbs: 1970, + Acceleration: 17.6, + Year: '1982-01-01', + Origin: 'Japan', + }, + { + Name: 'plymouth horizon miser', + Miles_per_Gallon: 38, + Cylinders: 4, + Displacement: 105, + Horsepower: 63, + Weight_in_lbs: 2125, + Acceleration: 14.7, + Year: '1982-01-01', + Origin: 'USA', + }, + { + Name: 'mercury lynx l', + Miles_per_Gallon: 36, + Cylinders: 4, + Displacement: 98, + Horsepower: 70, + Weight_in_lbs: 2125, + Acceleration: 17.3, + Year: '1982-01-01', + Origin: 'USA', + }, + { + Name: 'nissan stanza xe', + Miles_per_Gallon: 36, + Cylinders: 4, + Displacement: 120, + Horsepower: 88, + Weight_in_lbs: 2160, + Acceleration: 14.5, + Year: '1982-01-01', + Origin: 'Japan', + }, + { + Name: 'honda Accelerationord', + Miles_per_Gallon: 36, + Cylinders: 4, + Displacement: 107, + Horsepower: 75, + Weight_in_lbs: 2205, + Acceleration: 14.5, + Year: '1982-01-01', + Origin: 'Japan', + }, + { + Name: 'toyota corolla', + Miles_per_Gallon: 34, + Cylinders: 4, + Displacement: 108, + Horsepower: 70, + Weight_in_lbs: 2245, + Acceleration: 16.9, + Year: '1982-01-01', + Origin: 'Japan', + }, + { + Name: 'honda civic', + Miles_per_Gallon: 38, + Cylinders: 4, + Displacement: 91, + Horsepower: 67, + Weight_in_lbs: 1965, + Acceleration: 15, + Year: '1982-01-01', + Origin: 'Japan', + }, + { + Name: 'honda civic (auto)', + Miles_per_Gallon: 32, + Cylinders: 4, + Displacement: 91, + Horsepower: 67, + Weight_in_lbs: 1965, + Acceleration: 15.7, + Year: '1982-01-01', + Origin: 'Japan', + }, + { + Name: 'datsun 310 gx', + Miles_per_Gallon: 38, + Cylinders: 4, + Displacement: 91, + Horsepower: 67, + Weight_in_lbs: 1995, + Acceleration: 16.2, + Year: '1982-01-01', + Origin: 'Japan', + }, + { + Name: 'buick century limited', + Miles_per_Gallon: 25, + Cylinders: 6, + Displacement: 181, + Horsepower: 110, + Weight_in_lbs: 2945, + Acceleration: 16.4, + Year: '1982-01-01', + Origin: 'USA', + }, + { + Name: 'oldsmobile cutlass ciera (diesel)', + Miles_per_Gallon: 38, + Cylinders: 6, + Displacement: 262, + Horsepower: 85, + Weight_in_lbs: 3015, + Acceleration: 17, + Year: '1982-01-01', + Origin: 'USA', + }, + { + Name: 'chrysler lebaron medallion', + Miles_per_Gallon: 26, + Cylinders: 4, + Displacement: 156, + Horsepower: 92, + Weight_in_lbs: 2585, + Acceleration: 14.5, + Year: '1982-01-01', + Origin: 'USA', + }, + { + Name: 'ford granada l', + Miles_per_Gallon: 22, + Cylinders: 6, + Displacement: 232, + Horsepower: 112, + Weight_in_lbs: 2835, + Acceleration: 14.7, + Year: '1982-01-01', + Origin: 'USA', + }, + { + Name: 'toyota celica gt', + Miles_per_Gallon: 32, + Cylinders: 4, + Displacement: 144, + Horsepower: 96, + Weight_in_lbs: 2665, + Acceleration: 13.9, + Year: '1982-01-01', + Origin: 'Japan', + }, + { + Name: 'dodge charger 2.2', + Miles_per_Gallon: 36, + Cylinders: 4, + Displacement: 135, + Horsepower: 84, + Weight_in_lbs: 2370, + Acceleration: 13, + Year: '1982-01-01', + Origin: 'USA', + }, + { + Name: 'chevrolet camaro', + Miles_per_Gallon: 27, + Cylinders: 4, + Displacement: 151, + Horsepower: 90, + Weight_in_lbs: 2950, + Acceleration: 17.3, + Year: '1982-01-01', + Origin: 'USA', + }, + { + Name: 'ford mustang gl', + Miles_per_Gallon: 27, + Cylinders: 4, + Displacement: 140, + Horsepower: 86, + Weight_in_lbs: 2790, + Acceleration: 15.6, + Year: '1982-01-01', + Origin: 'USA', + }, + { + Name: 'vw pickup', + Miles_per_Gallon: 44, + Cylinders: 4, + Displacement: 97, + Horsepower: 52, + Weight_in_lbs: 2130, + Acceleration: 24.6, + Year: '1982-01-01', + Origin: 'Europe', + }, + { + Name: 'dodge rampage', + Miles_per_Gallon: 32, + Cylinders: 4, + Displacement: 135, + Horsepower: 84, + Weight_in_lbs: 2295, + Acceleration: 11.6, + Year: '1982-01-01', + Origin: 'USA', + }, + { + Name: 'ford ranger', + Miles_per_Gallon: 28, + Cylinders: 4, + Displacement: 120, + Horsepower: 79, + Weight_in_lbs: 2625, + Acceleration: 18.6, + Year: '1982-01-01', + Origin: 'USA', + }, + { + Name: 'chevy s-10', + Miles_per_Gallon: 31, + Cylinders: 4, + Displacement: 119, + Horsepower: 82, + Weight_in_lbs: 2720, + Acceleration: 19.4, + Year: '1982-01-01', + Origin: 'USA', + }, + ], +}; diff --git a/packages/studio-components/src/QueryTable/index.md b/packages/studio-components/src/QueryTable/index.md new file mode 100644 index 000000000..2cef53d21 --- /dev/null +++ b/packages/studio-components/src/QueryTable/index.md @@ -0,0 +1,13 @@ +--- +title: QueryTable +--- + +```jsx +import React from 'react'; +import { JsonData } from './const.ts'; +import QueryTable from './index.tsx'; + +export default () => { + return ; +}; +``` diff --git a/packages/studio-components/src/QueryTable/index.tsx b/packages/studio-components/src/QueryTable/index.tsx new file mode 100644 index 000000000..bff4e02a7 --- /dev/null +++ b/packages/studio-components/src/QueryTable/index.tsx @@ -0,0 +1,71 @@ +import React, { useState } from 'react'; +import { Table, ConfigProvider } from 'antd'; +import MiddleWare from './middle-ware'; +interface IQueryTableProps { + data: { + fields: { [key: string]: string }[]; + dataSource: { [key: string]: string }[]; + }; +} +const QueryTable: React.FC = props => { + const { data } = props; + const [state, updateState] = useState({ + fields: data.fields, + dataSource: data.dataSource, + }); + const { fields, dataSource } = state; + const handleEditHeader = (id: string, val: string) => { + const data = fields.map(item => { + if (item.fid === id) { + return { + ...item, + fid: val, + }; + } + return item; + }); + + updateState(preset => { + return { + ...preset, + fields: data, + dataSource: preset.dataSource.map(item => { + return { + ...item, + [val]: item.Name, + }; + }), + }; + }); + }; + + const newcolumns = fields.map(item => { + const { fid, semanticType, analyticType } = item; + return { + title: , + dataIndex: fid, + key: fid, + width: 220, + }; + }); + + return ( +
+ + + + + ); +}; + +export default QueryTable; diff --git a/packages/studio-components/src/QueryTable/middle-ware/area.tsx b/packages/studio-components/src/QueryTable/middle-ware/area.tsx new file mode 100644 index 000000000..d8ab0ee70 --- /dev/null +++ b/packages/studio-components/src/QueryTable/middle-ware/area.tsx @@ -0,0 +1,36 @@ +import React, { useEffect } from 'react'; +import { Chart } from '@antv/g2'; +interface IBarProps { + id: string; + data?: any; +} +const Area: React.FC = props => { + const { id, data } = props; + useEffect(() => { + const chart = new Chart({ + container: id, + autoFit: true, + width: 200, + height: 120, + }); + + chart.data(data); + + chart + .area() + .encode('x', 'name') + .encode('y', 'count') + .interaction('tooltip', { + // render 回调方法返回一个innerHTML 或者 DOM + render: (event, { title, items }) => `
+

memberName: ${title}

+

Sum of count: ${items[0].value}

+
`, + }); + chart.axis(false); + chart.render(); + }, [data]); + return
; +}; + +export default Area; diff --git a/packages/studio-components/src/QueryTable/middle-ware/bar.tsx b/packages/studio-components/src/QueryTable/middle-ware/bar.tsx new file mode 100644 index 000000000..0dc42c90b --- /dev/null +++ b/packages/studio-components/src/QueryTable/middle-ware/bar.tsx @@ -0,0 +1,36 @@ +import React, { useEffect } from 'react'; +import { Chart } from '@antv/g2'; +interface IBarProps { + id: string; + data?: any; +} +const Bar: React.FC = props => { + const { id, data } = props; + useEffect(() => { + const chart = new Chart({ + container: id, + autoFit: true, + width: 200, + height: 120, + }); + + chart + .interval() + .data(data) + .encode('x', 'name') + .encode('y', 'count') + .interaction('tooltip', { + // render 回调方法返回一个innerHTML 或者 DOM + render: (event, { title, items }) => `
+

memberName: ${title}

+

Sum of count: ${items[0].value}

+
`, + }); + + chart.axis(false); + chart.render(); + }, [data]); + return
; +}; + +export default Bar; diff --git a/packages/studio-components/src/QueryTable/middle-ware/index.tsx b/packages/studio-components/src/QueryTable/middle-ware/index.tsx new file mode 100644 index 000000000..eab5152c4 --- /dev/null +++ b/packages/studio-components/src/QueryTable/middle-ware/index.tsx @@ -0,0 +1,232 @@ +import React, { useCallback, useState, useMemo, useEffect } from 'react'; +import { Flex, Button, Modal, Input } from 'antd'; +import { AppstoreOutlined, EditOutlined } from '@ant-design/icons'; +import TableHeaderContent from './table-header-content'; +import Bar from './bar'; +import Area from './area'; +import { handleData, filterData } from './utils'; + +export interface IBarProps { + id: string; + analyticType: 'dimension' | 'measure'; + data: { [key: string]: string | number }[]; + handleEditHeader: (id: string, val: string) => void; +} +interface IState { + isShow: boolean; + type: 'dimension' | 'measure'; + dataSource: { name: string | number; count: number | unknown }[]; + isChecked: boolean; + isOpen: boolean; + imputValue: string; +} +const styles: React.CSSProperties = { + width: '80px', + fontSize: '18px', + color: '#323130', + fontWeight: 400, + overflow: 'hidden', + whiteSpace: 'nowrap', + textOverflow: 'ellipsis', +}; + +const MiddleWare: React.FC = props => { + const { id, analyticType, data, handleEditHeader } = props; + const [state, updateState] = useState({ + isShow: false, + type: analyticType, + dataSource: [], + isChecked: true, + isOpen: false, + imputValue: '', + }); + + const { isShow, type, dataSource, isChecked, isOpen, imputValue } = state; + + const { chartCount, chartData } = filterData(id, data); + + const dataCollection = useMemo(() => { + const data = Object.values(chartCount).map(Number); + if (!data) return []; + if (type === 'dimension') { + return [ + { name: '唯一值', count: isChecked ? handleData(data).uniqueValues : 0 }, + { name: '计数', count: isChecked ? dataSource.length : '' }, + ]; + } + + if (type === 'measure') { + const stats = handleData(data); + return [ + { name: '唯一值', count: stats.uniqueValues }, + { name: '计数', count: dataSource.length }, + { name: '最小值', count: stats.minValue }, + { name: '最大值', count: stats.maxValue }, + { name: '平均值', count: stats.meanValue }, + { name: '中位数', count: stats.medianValue }, + { name: '标准差', count: stats.standardDeviation }, + ]; + } + + return []; + }, [type, dataSource.length, isChecked]); + /** 鼠标事件 */ + const handleMouseChange = useCallback((show: boolean) => { + updateState(preset => ({ ...preset, isShow: show })); + }, []); + /** change type */ + const handleSelectTypeChange = (type: string) => { + if (type === '类别类型') { + updateState(preset => { + return { + ...preset, + type: 'dimension', + dataSource: chartData.slice(0, 10), + }; + }); + } + if (type === '有序类型') { + updateState(preset => { + return { + ...preset, + type: 'dimension', + dataSource: chartData, + }; + }); + } + if (type === '数值类型') { + updateState(preset => { + return { + ...preset, + type: 'measure', + dataSource: chartData.slice(0, 10), + }; + }); + } + if (type === '时间类型') { + // updateState(preset => { + // return { + // ...preset, + // type: 'measure', + // dataSource: chartData, + // }; + // }); + } + }; + const handleSelectScaleChange = scale => { + console.log(scale); + }; + const handleCheckboxChange = check => { + updateState(preset => { + return { + ...preset, + isChecked: check, + }; + }); + }; + /** 表格头部 echart */ + let headerChart: React.ReactNode; + if (type === 'dimension') { + headerChart = ; + } + if (type === 'measure') { + headerChart = ; + } + const handleInputChange = evt => { + updateState(preset => { + return { + ...preset, + imputValue: evt.target.value, + }; + }); + }; + const handleSubmit = () => { + handleEditHeader(id, imputValue); + updateState(preset => { + return { + ...preset, + isOpen: false, + }; + }); + }; + /** 初始化数据 */ + useEffect(() => { + const { chartCount, chartData } = filterData(id, data); + if (type === 'dimension') { + updateState(preset => { + return { + ...preset, + dataSource: chartData.slice(0, 10), + }; + }); + } + if (type === 'measure') { + updateState(preset => { + return { + ...preset, + dataSource: chartData.slice(0, 10), + }; + }); + } + }, []); + return ( +
handleMouseChange(true)} + onMouseLeave={() => handleMouseChange(false)} + > + + {id} + {isShow && ( +
+ ); +}; + +export default MiddleWare; diff --git a/packages/studio-components/src/QueryTable/middle-ware/table-header-content.tsx b/packages/studio-components/src/QueryTable/middle-ware/table-header-content.tsx new file mode 100644 index 000000000..fd576fa05 --- /dev/null +++ b/packages/studio-components/src/QueryTable/middle-ware/table-header-content.tsx @@ -0,0 +1,88 @@ +import React from 'react'; +import { Flex, Select, Checkbox } from 'antd'; +import type { IBarProps } from './index'; + +const styles: Record = { + flexContainer: { + display: 'flex', + flexDirection: 'column', + gap: 6, + }, + select: { + width: '50%', + }, + text: { + color: '#5A6C84', + fontSize: '12px', + fontWeight: 400, + }, + divider: { + borderTop: '1px solid #F7F7F7', + }, +}; + +const selectTypeOptions = [ + { value: '类别类型', label: '类别类型' }, + { value: '有序类型', label: '有序类型' }, + { value: '数值类型', label: '数值类型' }, + { value: '时间类型', label: '时间类型' }, +]; + +const selectScaleOptions = [ + { value: '维度', label: '维度' }, + { value: '度量', label: '度量' }, +]; + +interface IHeaderContentProps { + isShow: boolean; + isChecked: boolean; + type: 'dimension' | 'measure'; + data: any[]; + handleCheckboxChange: (val: boolean) => void; + handleSelectScaleChange: (val: string) => void; + handleSelectTypeChange: (val: string) => void; +} +const HeaderContent: React.FC = props => { + const { isShow, isChecked, type, data, handleSelectTypeChange, handleSelectScaleChange, handleCheckboxChange } = + props; + if (isShow) { + return ( + + + + +
+ 允许使用 handleCheckboxChange(evt.target.checked)} checked={isChecked} /> +
+ + ); + } + + return ( + <> + {data.map(({ name, count }) => ( +
+ + {name} + {count} + +
+ ))} + + ); +}; + +export default HeaderContent; diff --git a/packages/studio-components/src/QueryTable/middle-ware/utils.ts b/packages/studio-components/src/QueryTable/middle-ware/utils.ts new file mode 100644 index 000000000..f5bb68ca1 --- /dev/null +++ b/packages/studio-components/src/QueryTable/middle-ware/utils.ts @@ -0,0 +1,51 @@ +/** 原始转化为表头内容区展示数据 */ +export function handleData(mpgValues: number[]) { + // Calculate unique values + const uniqueValues = new Set(mpgValues).size; + // Calculate max value + const maxValue = Math.max(...mpgValues); + // Calculate min value + const minValue = Math.min(...mpgValues); + // Calculate mean value + const meanValue = mpgValues.reduce((acc, val) => acc + val, 0) / mpgValues.length; + // Calculate median value + const sortedValues = [...mpgValues].sort((a, b) => a - b); + const middleIndex = Math.floor(sortedValues.length / 2); + const medianValue = + sortedValues.length % 2 !== 0 + ? sortedValues[middleIndex] + : (sortedValues[middleIndex - 1] + sortedValues[middleIndex]) / 2; + // Calculate standard deviation + const variance = mpgValues.reduce((acc, val) => acc + Math.pow(val - meanValue, 2), 0) / mpgValues.length; + const standardDeviation = Math.sqrt(variance); + return { + uniqueValues, + maxValue, + minValue, + meanValue: formatNumberWithThreeDecimals(meanValue), + medianValue: formatNumberWithThreeDecimals(medianValue), + standardDeviation: formatNumberWithThreeDecimals(standardDeviation), + }; +} + +function formatNumberWithThreeDecimals(num: number) { + return Number.isInteger(num) ? num : parseFloat(num.toFixed(3)); +} + +export function filterData(fid: string, dataSource) { + const chartCount = dataSource.reduce((pre, next) => { + const origin = next[fid]; + if (pre[origin]) { + pre[origin]++; + } else { + pre[origin] = 1; + } + return pre; + }, {}); + + const chartData = Object.entries(chartCount).map(([origin, count]) => ({ + name: origin, + count: count, + })); + return { chartCount, chartData }; +}