{ "cells": [ { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "
\n", " | 0 | \n", "1 | \n", "2 | \n", "3 | \n", "4 | \n", "5 | \n", "6 | \n", "7 | \n", "8 | \n", "9 | \n", "... | \n", "16 | \n", "17 | \n", "18 | \n", "19 | \n", "20 | \n", "21 | \n", "22 | \n", "23 | \n", "24 | \n", "25 | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "3 | \n", "? | \n", "alfa-romero | \n", "gas | \n", "std | \n", "two | \n", "convertible | \n", "rwd | \n", "front | \n", "88.6 | \n", "... | \n", "130 | \n", "mpfi | \n", "3.47 | \n", "2.68 | \n", "9.0 | \n", "111 | \n", "5000 | \n", "21 | \n", "27 | \n", "13495 | \n", "
1 | \n", "3 | \n", "? | \n", "alfa-romero | \n", "gas | \n", "std | \n", "two | \n", "convertible | \n", "rwd | \n", "front | \n", "88.6 | \n", "... | \n", "130 | \n", "mpfi | \n", "3.47 | \n", "2.68 | \n", "9.0 | \n", "111 | \n", "5000 | \n", "21 | \n", "27 | \n", "16500 | \n", "
2 | \n", "1 | \n", "? | \n", "alfa-romero | \n", "gas | \n", "std | \n", "two | \n", "hatchback | \n", "rwd | \n", "front | \n", "94.5 | \n", "... | \n", "152 | \n", "mpfi | \n", "2.68 | \n", "3.47 | \n", "9.0 | \n", "154 | \n", "5000 | \n", "19 | \n", "26 | \n", "16500 | \n", "
3 | \n", "2 | \n", "164 | \n", "audi | \n", "gas | \n", "std | \n", "four | \n", "sedan | \n", "fwd | \n", "front | \n", "99.8 | \n", "... | \n", "109 | \n", "mpfi | \n", "3.19 | \n", "3.40 | \n", "10.0 | \n", "102 | \n", "5500 | \n", "24 | \n", "30 | \n", "13950 | \n", "
4 | \n", "2 | \n", "164 | \n", "audi | \n", "gas | \n", "std | \n", "four | \n", "sedan | \n", "4wd | \n", "front | \n", "99.4 | \n", "... | \n", "136 | \n", "mpfi | \n", "3.19 | \n", "3.40 | \n", "8.0 | \n", "115 | \n", "5500 | \n", "18 | \n", "22 | \n", "17450 | \n", "
5 | \n", "2 | \n", "? | \n", "audi | \n", "gas | \n", "std | \n", "two | \n", "sedan | \n", "fwd | \n", "front | \n", "99.8 | \n", "... | \n", "136 | \n", "mpfi | \n", "3.19 | \n", "3.40 | \n", "8.5 | \n", "110 | \n", "5500 | \n", "19 | \n", "25 | \n", "15250 | \n", "
6 | \n", "1 | \n", "158 | \n", "audi | \n", "gas | \n", "std | \n", "four | \n", "sedan | \n", "fwd | \n", "front | \n", "105.8 | \n", "... | \n", "136 | \n", "mpfi | \n", "3.19 | \n", "3.40 | \n", "8.5 | \n", "110 | \n", "5500 | \n", "19 | \n", "25 | \n", "17710 | \n", "
7 | \n", "1 | \n", "? | \n", "audi | \n", "gas | \n", "std | \n", "four | \n", "wagon | \n", "fwd | \n", "front | \n", "105.8 | \n", "... | \n", "136 | \n", "mpfi | \n", "3.19 | \n", "3.40 | \n", "8.5 | \n", "110 | \n", "5500 | \n", "19 | \n", "25 | \n", "18920 | \n", "
8 | \n", "1 | \n", "158 | \n", "audi | \n", "gas | \n", "turbo | \n", "four | \n", "sedan | \n", "fwd | \n", "front | \n", "105.8 | \n", "... | \n", "131 | \n", "mpfi | \n", "3.13 | \n", "3.40 | \n", "8.3 | \n", "140 | \n", "5500 | \n", "17 | \n", "20 | \n", "23875 | \n", "
9 | \n", "0 | \n", "? | \n", "audi | \n", "gas | \n", "turbo | \n", "two | \n", "hatchback | \n", "4wd | \n", "front | \n", "99.5 | \n", "... | \n", "131 | \n", "mpfi | \n", "3.13 | \n", "3.40 | \n", "7.0 | \n", "160 | \n", "5500 | \n", "16 | \n", "22 | \n", "? | \n", "
10 rows × 26 columns
\n", "\n", " | symboling | \n", "normalized_losses | \n", "make | \n", "fuel_type | \n", "aspiration | \n", "num_of_doors | \n", "body_style | \n", "drive_wheels | \n", "engine_location | \n", "wheel_base | \n", "... | \n", "engine_size | \n", "fuel_system | \n", "bore | \n", "stroke | \n", "compression_rate | \n", "horsepower | \n", "peak_rpm | \n", "city_mpg | \n", "highway_mpg | \n", "price | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "3 | \n", "? | \n", "alfa-romero | \n", "gas | \n", "std | \n", "two | \n", "convertible | \n", "rwd | \n", "front | \n", "88.6 | \n", "... | \n", "130 | \n", "mpfi | \n", "3.47 | \n", "2.68 | \n", "9.0 | \n", "111 | \n", "5000 | \n", "21 | \n", "27 | \n", "13495 | \n", "
1 | \n", "3 | \n", "? | \n", "alfa-romero | \n", "gas | \n", "std | \n", "two | \n", "convertible | \n", "rwd | \n", "front | \n", "88.6 | \n", "... | \n", "130 | \n", "mpfi | \n", "3.47 | \n", "2.68 | \n", "9.0 | \n", "111 | \n", "5000 | \n", "21 | \n", "27 | \n", "16500 | \n", "
2 | \n", "1 | \n", "? | \n", "alfa-romero | \n", "gas | \n", "std | \n", "two | \n", "hatchback | \n", "rwd | \n", "front | \n", "94.5 | \n", "... | \n", "152 | \n", "mpfi | \n", "2.68 | \n", "3.47 | \n", "9.0 | \n", "154 | \n", "5000 | \n", "19 | \n", "26 | \n", "16500 | \n", "
3 | \n", "2 | \n", "164 | \n", "audi | \n", "gas | \n", "std | \n", "four | \n", "sedan | \n", "fwd | \n", "front | \n", "99.8 | \n", "... | \n", "109 | \n", "mpfi | \n", "3.19 | \n", "3.40 | \n", "10.0 | \n", "102 | \n", "5500 | \n", "24 | \n", "30 | \n", "13950 | \n", "
4 | \n", "2 | \n", "164 | \n", "audi | \n", "gas | \n", "std | \n", "four | \n", "sedan | \n", "4wd | \n", "front | \n", "99.4 | \n", "... | \n", "136 | \n", "mpfi | \n", "3.19 | \n", "3.40 | \n", "8.0 | \n", "115 | \n", "5500 | \n", "18 | \n", "22 | \n", "17450 | \n", "
5 | \n", "2 | \n", "? | \n", "audi | \n", "gas | \n", "std | \n", "two | \n", "sedan | \n", "fwd | \n", "front | \n", "99.8 | \n", "... | \n", "136 | \n", "mpfi | \n", "3.19 | \n", "3.40 | \n", "8.5 | \n", "110 | \n", "5500 | \n", "19 | \n", "25 | \n", "15250 | \n", "
6 | \n", "1 | \n", "158 | \n", "audi | \n", "gas | \n", "std | \n", "four | \n", "sedan | \n", "fwd | \n", "front | \n", "105.8 | \n", "... | \n", "136 | \n", "mpfi | \n", "3.19 | \n", "3.40 | \n", "8.5 | \n", "110 | \n", "5500 | \n", "19 | \n", "25 | \n", "17710 | \n", "
7 | \n", "1 | \n", "? | \n", "audi | \n", "gas | \n", "std | \n", "four | \n", "wagon | \n", "fwd | \n", "front | \n", "105.8 | \n", "... | \n", "136 | \n", "mpfi | \n", "3.19 | \n", "3.40 | \n", "8.5 | \n", "110 | \n", "5500 | \n", "19 | \n", "25 | \n", "18920 | \n", "
8 | \n", "1 | \n", "158 | \n", "audi | \n", "gas | \n", "turbo | \n", "four | \n", "sedan | \n", "fwd | \n", "front | \n", "105.8 | \n", "... | \n", "131 | \n", "mpfi | \n", "3.13 | \n", "3.40 | \n", "8.3 | \n", "140 | \n", "5500 | \n", "17 | \n", "20 | \n", "23875 | \n", "
9 | \n", "0 | \n", "? | \n", "audi | \n", "gas | \n", "turbo | \n", "two | \n", "hatchback | \n", "4wd | \n", "front | \n", "99.5 | \n", "... | \n", "131 | \n", "mpfi | \n", "3.13 | \n", "3.40 | \n", "7.0 | \n", "160 | \n", "5500 | \n", "16 | \n", "22 | \n", "? | \n", "
10 rows × 26 columns
\n", "\n", " | symboling | \n", "normalized_losses | \n", "make | \n", "fuel_type | \n", "aspiration | \n", "num_of_doors | \n", "body_style | \n", "drive_wheels | \n", "engine_location | \n", "wheel_base | \n", "... | \n", "engine_size | \n", "fuel_system | \n", "bore | \n", "stroke | \n", "compression_rate | \n", "horsepower | \n", "peak_rpm | \n", "city_mpg | \n", "highway_mpg | \n", "price | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "3 | \n", "NaN | \n", "alfa-romero | \n", "gas | \n", "std | \n", "two | \n", "convertible | \n", "rwd | \n", "front | \n", "88.6 | \n", "... | \n", "130 | \n", "mpfi | \n", "3.47 | \n", "2.68 | \n", "9.0 | \n", "111.0 | \n", "5000.0 | \n", "21 | \n", "27 | \n", "13495.0 | \n", "
1 | \n", "3 | \n", "NaN | \n", "alfa-romero | \n", "gas | \n", "std | \n", "two | \n", "convertible | \n", "rwd | \n", "front | \n", "88.6 | \n", "... | \n", "130 | \n", "mpfi | \n", "3.47 | \n", "2.68 | \n", "9.0 | \n", "111.0 | \n", "5000.0 | \n", "21 | \n", "27 | \n", "16500.0 | \n", "
2 | \n", "1 | \n", "NaN | \n", "alfa-romero | \n", "gas | \n", "std | \n", "two | \n", "hatchback | \n", "rwd | \n", "front | \n", "94.5 | \n", "... | \n", "152 | \n", "mpfi | \n", "2.68 | \n", "3.47 | \n", "9.0 | \n", "154.0 | \n", "5000.0 | \n", "19 | \n", "26 | \n", "16500.0 | \n", "
3 | \n", "2 | \n", "164.0 | \n", "audi | \n", "gas | \n", "std | \n", "four | \n", "sedan | \n", "fwd | \n", "front | \n", "99.8 | \n", "... | \n", "109 | \n", "mpfi | \n", "3.19 | \n", "3.40 | \n", "10.0 | \n", "102.0 | \n", "5500.0 | \n", "24 | \n", "30 | \n", "13950.0 | \n", "
4 | \n", "2 | \n", "164.0 | \n", "audi | \n", "gas | \n", "std | \n", "four | \n", "sedan | \n", "4wd | \n", "front | \n", "99.4 | \n", "... | \n", "136 | \n", "mpfi | \n", "3.19 | \n", "3.40 | \n", "8.0 | \n", "115.0 | \n", "5500.0 | \n", "18 | \n", "22 | \n", "17450.0 | \n", "
5 rows × 26 columns
\n", "\n", " | symboling | \n", "normalized_losses | \n", "make | \n", "fuel_type | \n", "aspiration | \n", "num_of_doors | \n", "body_style | \n", "drive_wheels | \n", "engine_location | \n", "wheel_base | \n", "... | \n", "engine_size | \n", "fuel_system | \n", "bore | \n", "stroke | \n", "compression_rate | \n", "horsepower | \n", "peak_rpm | \n", "city_mpg | \n", "highway_mpg | \n", "price | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
55 | \n", "3 | \n", "150.0 | \n", "mazda | \n", "gas | \n", "std | \n", "two | \n", "hatchback | \n", "rwd | \n", "front | \n", "95.3 | \n", "... | \n", "70 | \n", "4bbl | \n", "NaN | \n", "NaN | \n", "9.4 | \n", "101.0 | \n", "6000.0 | \n", "17 | \n", "23 | \n", "10945.0 | \n", "
56 | \n", "3 | \n", "150.0 | \n", "mazda | \n", "gas | \n", "std | \n", "two | \n", "hatchback | \n", "rwd | \n", "front | \n", "95.3 | \n", "... | \n", "70 | \n", "4bbl | \n", "NaN | \n", "NaN | \n", "9.4 | \n", "101.0 | \n", "6000.0 | \n", "17 | \n", "23 | \n", "11845.0 | \n", "
57 | \n", "3 | \n", "150.0 | \n", "mazda | \n", "gas | \n", "std | \n", "two | \n", "hatchback | \n", "rwd | \n", "front | \n", "95.3 | \n", "... | \n", "70 | \n", "4bbl | \n", "NaN | \n", "NaN | \n", "9.4 | \n", "101.0 | \n", "6000.0 | \n", "17 | \n", "23 | \n", "13645.0 | \n", "
58 | \n", "3 | \n", "150.0 | \n", "mazda | \n", "gas | \n", "std | \n", "two | \n", "hatchback | \n", "rwd | \n", "front | \n", "95.3 | \n", "... | \n", "80 | \n", "mpfi | \n", "NaN | \n", "NaN | \n", "9.4 | \n", "135.0 | \n", "6000.0 | \n", "16 | \n", "23 | \n", "15645.0 | \n", "
4 rows × 26 columns
\n", "\n", " | symboling | \n", "normalized_losses | \n", "make | \n", "fuel_type | \n", "aspiration | \n", "num_of_doors | \n", "body_style | \n", "drive_wheels | \n", "engine_location | \n", "wheel_base | \n", "... | \n", "engine_size | \n", "fuel_system | \n", "bore | \n", "stroke | \n", "compression_rate | \n", "horsepower | \n", "peak_rpm | \n", "city_mpg | \n", "highway_mpg | \n", "price | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
130 | \n", "0 | \n", "122.0 | \n", "renault | \n", "gas | \n", "std | \n", "four | \n", "wagon | \n", "fwd | \n", "front | \n", "96.1 | \n", "... | \n", "132 | \n", "mpfi | \n", "3.46 | \n", "3.9 | \n", "8.7 | \n", "NaN | \n", "NaN | \n", "23 | \n", "31 | \n", "9295.0 | \n", "
131 | \n", "2 | \n", "122.0 | \n", "renault | \n", "gas | \n", "std | \n", "two | \n", "hatchback | \n", "fwd | \n", "front | \n", "96.1 | \n", "... | \n", "132 | \n", "mpfi | \n", "3.46 | \n", "3.9 | \n", "8.7 | \n", "NaN | \n", "NaN | \n", "23 | \n", "31 | \n", "9895.0 | \n", "
2 rows × 26 columns
\n", "\n", " | symboling | \n", "normalized_losses | \n", "make | \n", "fuel_type | \n", "aspiration | \n", "num_of_doors | \n", "body_style | \n", "drive_wheels | \n", "engine_location | \n", "wheel_base | \n", "... | \n", "engine_size | \n", "fuel_system | \n", "bore | \n", "stroke | \n", "compression_rate | \n", "horsepower | \n", "peak_rpm | \n", "city_mpg | \n", "highway_mpg | \n", "price | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
27 | \n", "1 | \n", "148.0 | \n", "dodge | \n", "gas | \n", "turbo | \n", "NaN | \n", "sedan | \n", "fwd | \n", "front | \n", "93.7 | \n", "... | \n", "98 | \n", "mpfi | \n", "3.03 | \n", "3.39 | \n", "7.6 | \n", "102.0 | \n", "5500.0 | \n", "24 | \n", "30 | \n", "8558.0 | \n", "
63 | \n", "0 | \n", "122.0 | \n", "mazda | \n", "diesel | \n", "std | \n", "NaN | \n", "sedan | \n", "fwd | \n", "front | \n", "98.8 | \n", "... | \n", "122 | \n", "idi | \n", "3.39 | \n", "3.39 | \n", "22.7 | \n", "64.0 | \n", "4650.0 | \n", "36 | \n", "42 | \n", "10795.0 | \n", "
2 rows × 26 columns
\n", "\n", " | symboling | \n", "normalized_losses | \n", "make | \n", "fuel_type | \n", "aspiration | \n", "num_of_doors | \n", "body_style | \n", "drive_wheels | \n", "engine_location | \n", "wheel_base | \n", "... | \n", "engine_size | \n", "fuel_system | \n", "bore | \n", "stroke | \n", "compression_rate | \n", "horsepower | \n", "peak_rpm | \n", "city_mpg | \n", "highway_mpg | \n", "price | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
15 | \n", "0 | \n", "122.0 | \n", "bmw | \n", "gas | \n", "std | \n", "four | \n", "sedan | \n", "rwd | \n", "front | \n", "103.5 | \n", "... | \n", "209 | \n", "mpfi | \n", "3.62 | \n", "3.39 | \n", "8.0 | \n", "182.0 | \n", "5400.0 | \n", "16 | \n", "22 | \n", "30760.0 | \n", "
16 | \n", "0 | \n", "122.0 | \n", "bmw | \n", "gas | \n", "std | \n", "two | \n", "sedan | \n", "rwd | \n", "front | \n", "103.5 | \n", "... | \n", "209 | \n", "mpfi | \n", "3.62 | \n", "3.39 | \n", "8.0 | \n", "182.0 | \n", "5400.0 | \n", "16 | \n", "22 | \n", "41315.0 | \n", "
17 | \n", "0 | \n", "122.0 | \n", "bmw | \n", "gas | \n", "std | \n", "four | \n", "sedan | \n", "rwd | \n", "front | \n", "110.0 | \n", "... | \n", "209 | \n", "mpfi | \n", "3.62 | \n", "3.39 | \n", "8.0 | \n", "182.0 | \n", "5400.0 | \n", "15 | \n", "20 | \n", "36880.0 | \n", "
47 | \n", "0 | \n", "145.0 | \n", "jaguar | \n", "gas | \n", "std | \n", "four | \n", "sedan | \n", "rwd | \n", "front | \n", "113.0 | \n", "... | \n", "258 | \n", "mpfi | \n", "3.63 | \n", "4.17 | \n", "8.1 | \n", "176.0 | \n", "4750.0 | \n", "15 | \n", "19 | \n", "32250.0 | \n", "
48 | \n", "0 | \n", "122.0 | \n", "jaguar | \n", "gas | \n", "std | \n", "four | \n", "sedan | \n", "rwd | \n", "front | \n", "113.0 | \n", "... | \n", "258 | \n", "mpfi | \n", "3.63 | \n", "4.17 | \n", "8.1 | \n", "176.0 | \n", "4750.0 | \n", "15 | \n", "19 | \n", "35550.0 | \n", "
49 | \n", "0 | \n", "122.0 | \n", "jaguar | \n", "gas | \n", "std | \n", "two | \n", "sedan | \n", "rwd | \n", "front | \n", "102.0 | \n", "... | \n", "326 | \n", "mpfi | \n", "3.54 | \n", "2.76 | \n", "11.5 | \n", "262.0 | \n", "5000.0 | \n", "13 | \n", "17 | \n", "36000.0 | \n", "
70 | \n", "-1 | \n", "93.0 | \n", "mercedes-benz | \n", "diesel | \n", "turbo | \n", "four | \n", "sedan | \n", "rwd | \n", "front | \n", "115.6 | \n", "... | \n", "183 | \n", "idi | \n", "3.58 | \n", "3.64 | \n", "21.5 | \n", "123.0 | \n", "4350.0 | \n", "22 | \n", "25 | \n", "31600.0 | \n", "
71 | \n", "-1 | \n", "122.0 | \n", "mercedes-benz | \n", "gas | \n", "std | \n", "four | \n", "sedan | \n", "rwd | \n", "front | \n", "115.6 | \n", "... | \n", "234 | \n", "mpfi | \n", "3.46 | \n", "3.10 | \n", "8.3 | \n", "155.0 | \n", "4750.0 | \n", "16 | \n", "18 | \n", "34184.0 | \n", "
72 | \n", "3 | \n", "142.0 | \n", "mercedes-benz | \n", "gas | \n", "std | \n", "two | \n", "convertible | \n", "rwd | \n", "front | \n", "96.6 | \n", "... | \n", "234 | \n", "mpfi | \n", "3.46 | \n", "3.10 | \n", "8.3 | \n", "155.0 | \n", "4750.0 | \n", "16 | \n", "18 | \n", "35056.0 | \n", "
73 | \n", "0 | \n", "122.0 | \n", "mercedes-benz | \n", "gas | \n", "std | \n", "four | \n", "sedan | \n", "rwd | \n", "front | \n", "120.9 | \n", "... | \n", "308 | \n", "mpfi | \n", "3.80 | \n", "3.35 | \n", "8.0 | \n", "184.0 | \n", "4500.0 | \n", "14 | \n", "16 | \n", "40960.0 | \n", "
74 | \n", "1 | \n", "122.0 | \n", "mercedes-benz | \n", "gas | \n", "std | \n", "two | \n", "hardtop | \n", "rwd | \n", "front | \n", "112.0 | \n", "... | \n", "304 | \n", "mpfi | \n", "3.80 | \n", "3.35 | \n", "8.0 | \n", "184.0 | \n", "4500.0 | \n", "14 | \n", "16 | \n", "45400.0 | \n", "
126 | \n", "3 | \n", "122.0 | \n", "porsche | \n", "gas | \n", "std | \n", "two | \n", "hardtop | \n", "rwd | \n", "rear | \n", "89.5 | \n", "... | \n", "194 | \n", "mpfi | \n", "3.74 | \n", "2.90 | \n", "9.5 | \n", "207.0 | \n", "5900.0 | \n", "17 | \n", "25 | \n", "32528.0 | \n", "
127 | \n", "3 | \n", "122.0 | \n", "porsche | \n", "gas | \n", "std | \n", "two | \n", "hardtop | \n", "rwd | \n", "rear | \n", "89.5 | \n", "... | \n", "194 | \n", "mpfi | \n", "3.74 | \n", "2.90 | \n", "9.5 | \n", "207.0 | \n", "5900.0 | \n", "17 | \n", "25 | \n", "34028.0 | \n", "
128 | \n", "3 | \n", "122.0 | \n", "porsche | \n", "gas | \n", "std | \n", "two | \n", "convertible | \n", "rwd | \n", "rear | \n", "89.5 | \n", "... | \n", "194 | \n", "mpfi | \n", "3.74 | \n", "2.90 | \n", "9.5 | \n", "207.0 | \n", "5900.0 | \n", "17 | \n", "25 | \n", "37028.0 | \n", "
14 rows × 26 columns
\n", "\n", " | symboling | \n", "normalized_losses | \n", "make | \n", "fuel_type | \n", "aspiration | \n", "num_of_doors | \n", "body_style | \n", "drive_wheels | \n", "engine_location | \n", "wheel_base | \n", "... | \n", "fuel_system | \n", "bore | \n", "stroke | \n", "compression_rate | \n", "horsepower | \n", "peak_rpm | \n", "city_mpg | \n", "highway_mpg | \n", "price | \n", "fuel_economy | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "3 | \n", "122.0 | \n", "alfa-romero | \n", "gas | \n", "std | \n", "two | \n", "convertible | \n", "rwd | \n", "front | \n", "88.6 | \n", "... | \n", "mpfi | \n", "3.47 | \n", "2.68 | \n", "9.0 | \n", "111.0 | \n", "5000.0 | \n", "21 | \n", "27 | \n", "13495.0 | \n", "23.4 | \n", "
1 | \n", "3 | \n", "122.0 | \n", "alfa-romero | \n", "gas | \n", "std | \n", "two | \n", "convertible | \n", "rwd | \n", "front | \n", "88.6 | \n", "... | \n", "mpfi | \n", "3.47 | \n", "2.68 | \n", "9.0 | \n", "111.0 | \n", "5000.0 | \n", "21 | \n", "27 | \n", "16500.0 | \n", "23.4 | \n", "
2 | \n", "1 | \n", "122.0 | \n", "alfa-romero | \n", "gas | \n", "std | \n", "two | \n", "hatchback | \n", "rwd | \n", "front | \n", "94.5 | \n", "... | \n", "mpfi | \n", "2.68 | \n", "3.47 | \n", "9.0 | \n", "154.0 | \n", "5000.0 | \n", "19 | \n", "26 | \n", "16500.0 | \n", "21.8 | \n", "
3 | \n", "2 | \n", "164.0 | \n", "audi | \n", "gas | \n", "std | \n", "four | \n", "sedan | \n", "fwd | \n", "front | \n", "99.8 | \n", "... | \n", "mpfi | \n", "3.19 | \n", "3.40 | \n", "10.0 | \n", "102.0 | \n", "5500.0 | \n", "24 | \n", "30 | \n", "13950.0 | \n", "26.4 | \n", "
4 | \n", "2 | \n", "164.0 | \n", "audi | \n", "gas | \n", "std | \n", "four | \n", "sedan | \n", "4wd | \n", "front | \n", "99.4 | \n", "... | \n", "mpfi | \n", "3.19 | \n", "3.40 | \n", "8.0 | \n", "115.0 | \n", "5500.0 | \n", "18 | \n", "22 | \n", "17450.0 | \n", "19.6 | \n", "
5 | \n", "2 | \n", "122.0 | \n", "audi | \n", "gas | \n", "std | \n", "two | \n", "sedan | \n", "fwd | \n", "front | \n", "99.8 | \n", "... | \n", "mpfi | \n", "3.19 | \n", "3.40 | \n", "8.5 | \n", "110.0 | \n", "5500.0 | \n", "19 | \n", "25 | \n", "15250.0 | \n", "21.4 | \n", "
6 | \n", "1 | \n", "158.0 | \n", "audi | \n", "gas | \n", "std | \n", "four | \n", "sedan | \n", "fwd | \n", "front | \n", "105.8 | \n", "... | \n", "mpfi | \n", "3.19 | \n", "3.40 | \n", "8.5 | \n", "110.0 | \n", "5500.0 | \n", "19 | \n", "25 | \n", "17710.0 | \n", "21.4 | \n", "
7 | \n", "1 | \n", "122.0 | \n", "audi | \n", "gas | \n", "std | \n", "four | \n", "wagon | \n", "fwd | \n", "front | \n", "105.8 | \n", "... | \n", "mpfi | \n", "3.19 | \n", "3.40 | \n", "8.5 | \n", "110.0 | \n", "5500.0 | \n", "19 | \n", "25 | \n", "18920.0 | \n", "21.4 | \n", "
8 | \n", "1 | \n", "158.0 | \n", "audi | \n", "gas | \n", "turbo | \n", "four | \n", "sedan | \n", "fwd | \n", "front | \n", "105.8 | \n", "... | \n", "mpfi | \n", "3.13 | \n", "3.40 | \n", "8.3 | \n", "140.0 | \n", "5500.0 | \n", "17 | \n", "20 | \n", "23875.0 | \n", "18.2 | \n", "
10 | \n", "2 | \n", "192.0 | \n", "bmw | \n", "gas | \n", "std | \n", "two | \n", "sedan | \n", "rwd | \n", "front | \n", "101.2 | \n", "... | \n", "mpfi | \n", "3.50 | \n", "2.80 | \n", "8.8 | \n", "101.0 | \n", "5800.0 | \n", "23 | \n", "29 | \n", "16430.0 | \n", "25.4 | \n", "
10 rows × 27 columns
\n", "\n", " | length | \n", "width | \n", "curb_weight | \n", "engine_size | \n", "horsepower | \n", "bore | \n", "wheel_base | \n", "aspiration | \n", "drive_wheels | \n", "fuel_type | \n", "fuel_economy | \n", "engine_type | \n", "num_of_cylinders | \n", "price | \n", "body_style | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "168.8 | \n", "64.1 | \n", "2548 | \n", "130 | \n", "111.0 | \n", "3.47 | \n", "88.6 | \n", "std | \n", "rwd | \n", "gas | \n", "23.4 | \n", "dohc | \n", "four | \n", "13495.0 | \n", "convertible | \n", "
1 | \n", "168.8 | \n", "64.1 | \n", "2548 | \n", "130 | \n", "111.0 | \n", "3.47 | \n", "88.6 | \n", "std | \n", "rwd | \n", "gas | \n", "23.4 | \n", "dohc | \n", "four | \n", "16500.0 | \n", "convertible | \n", "
2 | \n", "171.2 | \n", "65.5 | \n", "2823 | \n", "152 | \n", "154.0 | \n", "2.68 | \n", "94.5 | \n", "std | \n", "rwd | \n", "gas | \n", "21.8 | \n", "ohcv | \n", "six | \n", "16500.0 | \n", "hatchback | \n", "
3 | \n", "176.6 | \n", "66.2 | \n", "2337 | \n", "109 | \n", "102.0 | \n", "3.19 | \n", "99.8 | \n", "std | \n", "fwd | \n", "gas | \n", "26.4 | \n", "ohc | \n", "four | \n", "13950.0 | \n", "sedan | \n", "
4 | \n", "176.6 | \n", "66.4 | \n", "2824 | \n", "136 | \n", "115.0 | \n", "3.19 | \n", "99.4 | \n", "std | \n", "4wd | \n", "gas | \n", "19.6 | \n", "ohc | \n", "five | \n", "17450.0 | \n", "sedan | \n", "
\n", " | 0 | \n", "1 | \n", "2 | \n", "3 | \n", "4 | \n", "5 | \n", "6 | \n", "7 | \n", "8 | \n", "9 | \n", "... | \n", "21 | \n", "22 | \n", "23 | \n", "24 | \n", "25 | \n", "26 | \n", "27 | \n", "28 | \n", "29 | \n", "30 | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "-0.438504 | \n", "-0.839749 | \n", "-0.021018 | \n", "0.049883 | \n", "0.204599 | \n", "0.518555 | \n", "-1.683439 | \n", "-0.639027 | \n", "0.475831 | \n", "-0.475831 | \n", "... | \n", "-0.232495 | \n", "0.508001 | \n", "-0.374634 | \n", "-0.071796 | \n", "-0.071796 | \n", "5.612486 | \n", "-0.206835 | \n", "-0.690849 | \n", "-0.964724 | \n", "-0.374634 | \n", "
1 | \n", "-0.438504 | \n", "-0.839749 | \n", "-0.021018 | \n", "0.049883 | \n", "0.204599 | \n", "0.518555 | \n", "-1.683439 | \n", "-0.639027 | \n", "0.475831 | \n", "-0.475831 | \n", "... | \n", "-0.232495 | \n", "0.508001 | \n", "-0.374634 | \n", "-0.071796 | \n", "-0.071796 | \n", "5.612486 | \n", "-0.206835 | \n", "-0.690849 | \n", "-0.964724 | \n", "-0.374634 | \n", "
2 | \n", "-0.245646 | \n", "-0.181548 | \n", "0.504425 | \n", "0.582216 | \n", "1.342993 | \n", "-2.394771 | \n", "-0.718803 | \n", "-0.884745 | \n", "0.475831 | \n", "-0.475831 | \n", "... | \n", "-0.232495 | \n", "-1.968502 | \n", "2.669270 | \n", "-0.071796 | \n", "-0.071796 | \n", "-0.178174 | \n", "-0.206835 | \n", "1.447494 | \n", "-0.964724 | \n", "-0.374634 | \n", "
3 | \n", "0.188283 | \n", "0.147553 | \n", "-0.424175 | \n", "-0.458253 | \n", "-0.033670 | \n", "-0.514016 | \n", "0.147735 | \n", "-0.178304 | \n", "0.475831 | \n", "-0.475831 | \n", "... | \n", "-0.232495 | \n", "0.508001 | \n", "-0.374634 | \n", "-0.071796 | \n", "-0.071796 | \n", "-0.178174 | \n", "-0.206835 | \n", "-0.690849 | \n", "1.036566 | \n", "-0.374634 | \n", "
4 | \n", "0.188283 | \n", "0.241582 | \n", "0.506335 | \n", "0.195065 | \n", "0.310496 | \n", "-0.514016 | \n", "0.082336 | \n", "-1.222609 | \n", "0.475831 | \n", "-0.475831 | \n", "... | \n", "4.301163 | \n", "-1.968502 | \n", "-0.374634 | \n", "-0.071796 | \n", "-0.071796 | \n", "-0.178174 | \n", "-0.206835 | \n", "-0.690849 | \n", "1.036566 | \n", "-0.374634 | \n", "
5 rows × 31 columns
\n", "