symboling 0 67
1 54
2 32
3 27
-1 22
-2 3
Name: symboling, dtype: int64
normalized_losses 161 11
91 8
150 7
128 6
134 6
104 6
65 5
103 5
85 5
94 5
102 5
168 5
95 5
74 5
93 4
148 4
106 4
122 4
118 4
125 3
83 3
154 3
137 3
115 3
101 3
194 2
129 2
108 2
158 2
113 2
110 2
192 2
89 2
197 2
145 2
164 2
81 2
87 2
153 2
119 2
188 2
77 1
142 1
78 1
107 1
98 1
186 1
231 1
121 1
90 1
256 1
Name: normalized_losses, dtype: int64
aspiration std 168
turbo 37
Name: aspiration, dtype: int64
num_doors four 114
two 89
Name: num_doors, dtype: int64
body_style sedan 96
hatchback 70
wagon 25
hardtop 8
convertible 6
Name: body_style, dtype: int64
drive_wheels fwd 120
rwd 76
4wd 9
Name: drive_wheels, dtype: int64
engine_location front 202
rear 3
Name: engine_location, dtype: int64
wheel_base 94.5 21
93.7 20
95.7 13
96.5 8
98.4 7
97.3 7
96.3 6
107.9 6
98.8 6
99.1 6
104.3 6
100.4 6
93.1 5
97.2 5
102.4 5
109.1 5
95.9 5
101.2 4
97.0 4
114.2 4
95.3 4
105.8 3
103.5 3
110.0 3
89.5 3
99.8 2
86.6 2
113.0 2
104.5 2
104.9 2
88.6 2
96.9 2
91.3 2
115.6 2
102.9 2
96.1 2
103.3 2
112.0 1
99.5 1
88.4 1
99.2 1
96.0 1
102.0 1
106.7 1
93.0 1
99.4 1
93.3 1
102.7 1
120.9 1
95.1 1
96.6 1
94.3 1
108.0 1
Name: wheel_base, dtype: int64
length 157.3 15
188.8 11
166.3 7
171.7 7
186.7 7
165.3 6
177.8 6
176.2 6
186.6 6
176.8 5
172.0 5
175.6 5
173.2 5
172.4 4
169.0 4
168.7 4
198.9 4
168.9 4
192.7 3
158.7 3
155.9 3
170.7 3
169.7 3
159.1 3
150.0 3
175.4 3
168.8 2
167.3 2
170.2 2
173.4 2
..
173.6 2
166.8 2
187.5 1
165.6 1
178.5 1
172.6 1
178.4 1
181.5 1
208.1 1
159.3 1
197.0 1
162.4 1
165.7 1
158.8 1
180.3 1
169.1 1
157.1 1
156.9 1
171.2 1
163.4 1
178.2 1
191.7 1
199.2 1
141.1 1
181.7 1
157.9 1
177.3 1
175.7 1
193.8 1
183.1 1
Name: length, Length: 75, dtype: int64
width 63.8 24
66.5 23
65.4 15
63.6 11
64.4 10
68.4 10
64.0 9
65.5 8
65.2 7
66.3 6
64.2 6
67.2 6
65.6 6
67.9 5
66.9 5
68.9 4
64.8 4
65.7 4
65.0 3
63.9 3
71.4 3
71.7 3
70.3 3
64.6 2
64.1 2
67.7 2
66.1 2
68.3 2
69.6 2
61.8 1
72.0 1
68.8 1
62.5 1
66.0 1
63.4 1
70.5 1
72.3 1
68.0 1
70.9 1
66.2 1
66.4 1
60.3 1
70.6 1
66.6 1
Name: width, dtype: int64
height 50.8 14
52.0 12
55.7 12
54.5 10
54.1 10
55.5 9
56.7 8
54.3 8
51.6 7
56.1 7
52.6 7
50.2 6
53.0 6
54.9 6
52.8 6
53.7 5
55.1 5
50.6 5
53.3 4
58.7 4
49.6 4
57.5 3
53.5 3
49.7 3
59.1 3
56.2 3
52.5 3
49.4 2
48.8 2
56.3 2
54.4 2
59.8 2
56.5 2
54.7 2
51.4 2
53.9 2
50.5 2
56.0 1
51.0 1
52.4 1
55.4 1
55.6 1
53.1 1
58.3 1
47.8 1
54.8 1
55.9 1
53.2 1
55.2 1
Name: height, dtype: int64
curb_weight 2385 4
1989 3
1918 3
2275 3
3230 2
2410 2
3252 2
2337 2
2403 2
2414 2
2145 2
3139 2
2395 2
1876 2
1874 2
2128 2
1967 2
2380 2
4066 2
2756 2
2579 2
3075 2
2535 2
2548 2
1909 2
2191 2
2290 2
2024 2
2300 2
3151 1
..
2707 1
3217 1
3770 1
2190 1
2094 1
2302 1
2443 1
2954 1
2261 1
2695 1
3740 1
3485 1
1951 1
2976 1
2952 1
2563 1
1971 1
1985 1
3505 1
2480 1
2734 1
2221 1
2670 1
2926 1
1950 1
3750 1
1956 1
2037 1
2465 1
2304 1
Name: curb_weight, Length: 171, dtype: int64
engine_type ohc 148
ohcf 15
ohcv 13
dohc 12
l 12
rotor 4
dohcv 1
Name: engine_type, dtype: int64
num_cylinders four 159
six 24
five 11
eight 5
two 4
twelve 1
three 1
Name: num_cylinders, dtype: int64
engine_size 122 15
92 15
98 14
97 14
108 13
90 12
110 12
109 8
120 7
141 7
152 6
121 6
146 6
181 6
91 5
156 5
136 5
130 4
183 4
194 3
164 3
171 3
209 3
70 3
234 2
131 2
134 2
140 2
258 2
132 2
111 1
103 1
145 1
151 1
119 1
173 1
203 1
80 1
79 1
326 1
61 1
308 1
304 1
161 1
Name: engine_size, dtype: int64
fuel_system mpfi 94
2bbl 66
idi 20
1bbl 11
spdi 9
4bbl 3
mfi 1
spfi 1
Name: fuel_system, dtype: int64
bore 3.62 23
3.19 20
3.15 15
3.03 12
2.97 12
3.46 9
3.31 8
3.43 8
3.78 8
2.91 7
3.27 7
3.39 6
3.05 6
3.58 6
3.54 6
3.70 5
3.01 5
3.35 4
3.74 3
3.17 3
3.59 3
3.94 2
3.50 2
3.63 2
3.33 2
3.24 2
3.80 2
3.47 2
3.13 2
3.61 1
3.60 1
3.08 1
2.54 1
3.34 1
2.68 1
2.92 1
2.99 1
3.76 1
Name: bore, dtype: int64
stroke 3.40 20
3.23 14
3.03 14
3.15 14
3.39 13
2.64 11
3.29 9
3.35 9
3.46 8
3.58 6
3.27 6
3.11 6
3.41 6
3.50 6
3.19 6
3.07 6
3.64 5
3.52 5
3.54 4
3.47 4
3.86 4
3.90 3
2.90 3
2.19 2
2.80 2
4.17 2
2.68 2
3.10 2
3.08 2
2.76 1
2.07 1
2.87 1
3.16 1
3.12 1
3.21 1
2.36 1
Name: stroke, dtype: int64
compression_ratio 9.00 46
9.40 26
8.50 14
9.50 13
9.30 11
8.70 9
9.20 8
8.00 8
7.00 7
21.00 5
7.50 5
9.60 5
23.00 5
8.40 5
8.60 5
21.50 4
7.60 4
10.00 3
22.50 3
8.30 3
8.80 3
7.70 2
8.10 2
9.31 1
21.90 1
22.00 1
11.50 1
9.41 1
10.10 1
9.10 1
22.70 1
7.80 1
Name: compression_ratio, dtype: int64
horsepower 68 19
70 11
69 10
116 9
110 8
95 7
88 6
114 6
101 6
62 6
160 6
102 5
76 5
84 5
97 5
82 5
145 5
92 4
111 4
86 4
123 4
85 3
207 3
90 3
73 3
182 3
152 3
121 3
184 2
162 2
161 2
155 2
156 2
112 2
56 2
94 2
52 2
176 2
100 2
78 1
134 1
135 1
60 1
262 1
58 1
72 1
115 1
200 1
143 1
140 1
64 1
175 1
142 1
120 1
55 1
288 1
106 1
48 1
154 1
Name: horsepower, dtype: int64
peak_rpm 5500 37
4800 36
5000 27
5200 23
5400 13
6000 9
5800 7
5250 7
4500 7
4150 5
4200 5
4750 4
4350 4
5100 3
5900 3
4250 3
4400 3
6600 2
4650 1
5300 1
5750 1
5600 1
4900 1
Name: peak_rpm, dtype: int64
city_mpg 31 28
19 27
24 22
27 14
17 13
26 12
23 12
21 8
30 8
25 8
38 7
28 7
37 6
16 6
22 4
15 3
18 3
29 3
20 3
14 2
49 1
47 1
32 1
33 1
34 1
35 1
36 1
45 1
13 1
Name: city_mpg, dtype: int64
highway_mpg 25 19
24 17
38 17
30 16
32 16
34 14
37 13
28 13
29 10
33 9
31 8
22 8
23 7
27 5
43 4
41 3
42 3
26 3
20 2
19 2
18 2
16 2
36 2
39 2
46 2
47 2
53 1
50 1
17 1
54 1
Name: highway_mpg, dtype: int64
price 7609 2
7775 2
9279 2
7957 2
6692 2
5572 2
16500 2
13499 2
8921 2
18150 2
8495 2
7898 2
7295 2
8845 2
6229 2
10698 1
17199 1
32250 1
8778 1
36000 1
8449 1
11248 1
20970 1
7499 1
18920 1
10795 1
15580 1
17075 1
13495 1
15985 1
..
16925 1
14489 1
10245 1
5399 1
6095 1
9095 1
15510 1
13200 1
6189 1
16430 1
7099 1
8949 1
9549 1
13415 1
11900 1
7895 1
11199 1
11048 1
16630 1
7788 1
40960 1
17710 1
7463 1
28176 1
9895 1
24565 1
11694 1
6849 1
7999 1
16845 1
Name: price, Length: 186, dtype: int64