DataFrame
NO COMPARISON TARGET
7253
ROWS
1
DUPLICATES
5.7 MB
RAM
15
FEATURES
6
CATEGORICAL
4
NUMERICAL
5
TEXT
2.1.4
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
nome
VALUES:
7,253
(100%)
MISSING:
---
DISTINCT:
2,041
(28%)
55
<1%
-
-
Mahindra XUV500 W8 2WD
49
<1%
-
-
Maruti Swift VDI
42
<1%
-
-
Maruti Swift Dzire VDI
39
<1%
-
-
Honda City 1.5 S MT
37
<1%
-
-
Maruti Swift VDI BSIV
35
<1%
-
-
Maruti Ritz VDi
35
<1%
-
-
Toyota Fortuner 3.0 Diesel
6,961
96%
-
-
(Other)
2
localizacao
VALUES:
7,253
(100%)
MISSING:
---
DISTINCT:
11
(<1%)
3
ano
VALUES:
7,253
(100%)
MISSING:
---
DISTINCT:
23
(<1%)
ZEROES:
---
MAX
2,019.0
95%
2,018.0
Q3
2,016.0
MEDIAN
2,014.0
AVG
2,013.4
Q1
2,011.0
5%
2,007.0
MIN
1,996.0
RANGE
23.0
IQR
5.00
STD
3.25
VAR
10.6
KURT.
0.910
SKEW
-0.840
SUM
14.6M
4
quilometros_percorridos
VALUES:
7,253
(100%)
MISSING:
---
DISTINCT:
3,660
(50%)
ZEROES:
---
MAX
6.5M
95%
0.1M
Q3
0.1M
AVG
0.1M
MEDIAN
0.1M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
6.5M
IQR
39,000
STD
84,428
VAR
7.1B
KURT.
4,675
SKEW
61.6
SUM
425.7M
5
tipo_de_combustivel
VALUES:
7,253
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
6
transmissao
VALUES:
7,253
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
7
tipo_proprietario
VALUES:
7,253
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
8
quilometragem_por_litro
VALUES:
7,251
(>99%)
MISSING:
2
(<1%)
DISTINCT:
450
(6%)
207
3%
-
-
17.0 kmpl
201
3%
-
-
18.9 kmpl
144
2%
-
-
18.6 kmpl
106
1%
-
-
21.1 kmpl
105
1%
-
-
20.36 kmpl
98
1%
-
-
17.8 kmpl
89
1%
-
-
18.0 kmpl
6,301
87%
-
-
(Other)
9
motor
VALUES:
7,207
(>99%)
MISSING:
46
(<1%)
DISTINCT:
150
(2%)
732
10%
-
-
1197 CC
610
8%
-
-
1248 CC
370
5%
-
-
1498 CC
309
4%
-
-
998 CC
281
4%
-
-
1198 CC
278
4%
-
-
2179 CC
273
4%
-
-
1497 CC
4,354
60%
-
-
(Other)
10
potencia
VALUES:
7,207
(>99%)
MISSING:
46
(<1%)
DISTINCT:
386
(5%)
280
4%
-
-
74 bhp
166
2%
-
-
98.6 bhp
152
2%
-
-
73.9 bhp
142
2%
-
-
140 bhp
129
2%
-
-
null bhp
128
2%
-
-
78.9 bhp
126
2%
-
-
67.1 bhp
6,084
84%
-
-
(Other)
11
assentos
VALUES:
7,200
(>99%)
MISSING:
53
(<1%)
DISTINCT:
9
(<1%)
12
novo_preco
VALUES:
1,006
(14%)
MISSING:
6,247
(86%)
DISTINCT:
625
(9%)
6
<1%
-
-
33.36 Lakh
6
<1%
-
-
95.13 Lakh
6
<1%
-
-
4.78 Lakh
6
<1%
-
-
63.71 Lakh
5
<1%
-
-
47.87 Lakh
5
<1%
-
-
4.09 Lakh
5
<1%
-
-
11.75 Lakh
967
96%
-
-
(Other)
13
preco
VALUES:
6,019
(83%)
MISSING:
1,234
(17%)
DISTINCT:
1,373
(19%)
ZEROES:
---
MAX
160
95%
32
Q3
10
AVG
9
MEDIAN
6
Q1
4
5%
2
MIN
0
RANGE
160
IQR
6.45
STD
11.2
VAR
125
KURT.
17.1
SKEW
3.34
SUM
57,057
14
anos_carro
VALUES:
7,253
(100%)
MISSING:
---
DISTINCT:
23
(<1%)
ZEROES:
---
MAX
26.0
95%
15.0
Q3
11.0
AVG
8.6
MEDIAN
8.0
Q1
6.0
5%
4.0
MIN
3.0
RANGE
23.0
IQR
5.00
STD
3.25
VAR
10.6
KURT.
0.910
SKEW
0.840
SUM
62,627
15
marca
VALUES:
7,253
(100%)
MISSING:
---
DISTINCT:
33
(<1%)
Associations
[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
nome
MISSING:
---
55
<1%
-
-
Mahindra XUV500 W8 2WD
49
<1%
-
-
Maruti Swift VDI
42
<1%
-
-
Maruti Swift Dzire VDI
39
<1%
-
-
Honda City 1.5 S MT
37
<1%
-
-
Maruti Swift VDI BSIV
35
<1%
-
-
Maruti Ritz VDi
35
<1%
-
-
Toyota Fortuner 3.0 Diesel
32
<1%
-
-
Honda Amaze S i-Dtech
32
<1%
-
-
Hyundai Grand i10 Sportz
32
<1%
-
-
Honda City 1.5 V MT
32
<1%
-
-
Honda Brio S MT
31
<1%
-
-
Hyundai i10 Sportz
30
<1%
-
-
Maruti Alto LXi
29
<1%
-
-
Maruti Wagon R LXI
28
<1%
-
-
Maruti Ertiga VDI
26
<1%
-
-
Volkswagen Polo 1.2 MPI Highline
25
<1%
-
-
Maruti Wagon R VXI
25
<1%
-
-
Hyundai EON Era Plus
25
<1%
-
-
Hyundai Verna 1.6 SX
23
<1%
-
-
Toyota Fortuner 4x2 AT
23
<1%
-
-
Skoda Superb Elegance 1.8 TSI AT
23
<1%
-
-
BMW 3 Series 320d
23
<1%
-
-
Maruti Alto 800 LXI
23
<1%
-
-
Hyundai i10 Sportz 1.2
22
<1%
-
-
Hyundai Creta 1.6 CRDi SX
22
<1%
-
-
Volkswagen Vento Diesel Highline
22
<1%
-
-
Maruti Celerio VXI AT
22
<1%
-
-
Hyundai i10 Magna
22
<1%
-
-
Audi A4 2.0 TDI
21
<1%
-
-
Hyundai i10 Magna 1.2
21
<1%
-
-
Honda Amaze S i-Vtech
20
<1%
-
-
Maruti Alto K10 VXI
20
<1%
-
-
Ford Figo Diesel ZXI
20
<1%
-
-
Maruti Swift Dzire VXI
20
<1%
-
-
Audi A6 2011-2015 2.0 TDI Premium Plus
20
<1%
-
-
Maruti Ertiga ZDI
20
<1%
-
-
Mahindra XUV500 W6 2WD
20
<1%
-
-
Renault Duster 110PS Diesel RxZ
20
<1%
-
-
Maruti Swift Dzire VDi
19
<1%
-
-
Hyundai i20 Sportz 1.2
19
<1%
-
-
Hyundai i20 1.2 Magna
19
<1%
-
-
Volkswagen Polo 1.5 TDI Highline
19
<1%
-
-
Hyundai Santro Xing GLS
19
<1%
-
-
Hyundai Grand i10 AT Asta
19
<1%
-
-
Volkswagen Polo Diesel Comfortline 1.2L
18
<1%
-
-
Ford Figo Diesel EXI
18
<1%
-
-
Ford Ecosport 1.5 DV5 MT Titanium Optional
18
<1%
-
-
Maruti Alto 800 2016-2019 LXI
18
<1%
-
-
Mahindra XUV500 W8 4WD
18
<1%
-
-
Ford Figo Diesel Titanium
18
<1%
-
-
Renault KWID RXT
18
<1%
-
-
Maruti Wagon R LXI CNG
17
<1%
-
-
Jaguar XF 2.2 Litre Luxury
17
<1%
-
-
Renault Duster 85PS Diesel RxL
17
<1%
-
-
Hyundai Verna 1.6 SX VTVT
17
<1%
-
-
Ford Ecosport 1.5 DV5 MT Titanium
17
<1%
-
-
Maruti Swift Dzire VXi
17
<1%
-
-
Volkswagen Polo Petrol Comfortline 1.2L
16
<1%
-
-
Toyota Fortuner 4x2 Manual
16
<1%
-
-
Honda City i VTEC CVT VX
5,813
80%
-
-
(Other)
localizacao
MISSING:
---
TOP CATEGORIES
Mumbai
949
13%
Hyderabad
876
12%
Coimbatore
772
11%
Kochi
772
11%
Pune
765
11%
Delhi
660
9%
Kolkata
654
9%
Chennai
591
8%
Jaipur
499
7%
Bangalore
440
6%
Ahmedabad
275
4%
ALL
7,253
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
localizacao
PROVIDES INFORMATION ON...
tipo_proprietario
0.08
transmissao
0.03
tipo_de_combustivel
0.03
marca
0.02
assentos
0.01

THESE FEATURES
GIVE INFORMATION
ON localizacao:
marca
0.02
tipo_proprietario
0.02
transmissao
0.01
tipo_de_combustivel
0.01
assentos
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
localizacao
CORRELATION RATIO WITH...
ano
0.35
anos_carro
0.35
preco
0.22
quilometros_percorridos
0.16
ano
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
anos_carro
-1.00
preco
0.31
quilometros_percorridos
-0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tipo_proprietario
0.40
localizacao
0.35
marca
0.19
assentos
0.16
tipo_de_combustivel
0.14
transmissao
0.10
MOST FREQUENT VALUES
2015
929
12.8%
2014
925
12.8%
2016
886
12.2%
2013
791
10.9%
2017
709
9.8%
2012
690
9.5%
2011
579
8.0%
2010
407
5.6%
2018
361
5.0%
2009
252
3.5%
2008
207
2.9%
2007
148
2.0%
2019
119
1.6%
2006
89
1.2%
2005
68
0.9%
SMALLEST VALUES
1996
1
<0.1%
1998
4
<0.1%
1999
2
<0.1%
2000
5
<0.1%
2001
8
0.1%
2002
18
0.2%
2003
20
0.3%
2004
35
0.5%
2005
68
0.9%
2006
89
1.2%
2007
148
2.0%
2008
207
2.9%
2009
252
3.5%
2010
407
5.6%
2011
579
8.0%
LARGEST VALUES
2019
119
1.6%
2018
361
5.0%
2017
709
9.8%
2016
886
12.2%
2015
929
12.8%
2014
925
12.8%
2013
791
10.9%
2012
690
9.5%
2011
579
8.0%
2010
407
5.6%
2009
252
3.5%
2008
207
2.9%
2007
148
2.0%
2006
89
1.2%
2005
68
0.9%
quilometros_percorridos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
anos_carro
0.19
ano
-0.19
preco
-0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
localizacao
0.16
marca
0.12
tipo_de_combustivel
0.11
assentos
0.10
tipo_proprietario
0.09
transmissao
0.03
MOST FREQUENT VALUES
60000
96
1.3%
65000
86
1.2%
45000
86
1.2%
70000
77
1.1%
50000
72
1.0%
55000
66
0.9%
75000
64
0.9%
52000
62
0.9%
35000
62
0.9%
80000
62
0.9%
40000
61
0.8%
30000
61
0.8%
58000
57
0.8%
90000
52
0.7%
25000
49
0.7%
SMALLEST VALUES
171
1
<0.1%
600
1
<0.1%
1000
11
0.2%
1001
4
<0.1%
1011
1
<0.1%
1015
1
<0.1%
1048
1
<0.1%
1261
1
<0.1%
1331
1
<0.1%
1400
1
<0.1%
1520
1
<0.1%
1617
1
<0.1%
1700
1
<0.1%
1800
2
<0.1%
1900
1
<0.1%
LARGEST VALUES
6500000
1
<0.1%
775000
1
<0.1%
720000
1
<0.1%
620000
1
<0.1%
480000
2
<0.1%
445000
1
<0.1%
350000
1
<0.1%
300000
1
<0.1%
299322
1
<0.1%
290000
1
<0.1%
282000
1
<0.1%
262000
1
<0.1%
255000
1
<0.1%
250000
3
<0.1%
248000
1
<0.1%
tipo_de_combustivel
MISSING:
---
TOP CATEGORIES
Diesel
3,852
53%
Petrol
3,325
46%
CNG
62
<1%
LPG
12
<1%
Electric
2
<1%
ALL
7,253
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tipo_de_combustivel
PROVIDES INFORMATION ON...
assentos
0.09
marca
0.05
transmissao
0.02
localizacao
0.01
tipo_proprietario
0.00

THESE FEATURES
GIVE INFORMATION
ON tipo_de_combustivel:
marca
0.19
assentos
0.08
localizacao
0.03
transmissao
0.02
tipo_proprietario
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tipo_de_combustivel
CORRELATION RATIO WITH...
preco
0.28
ano
0.14
anos_carro
0.14
quilometros_percorridos
0.11
transmissao
MISSING:
---
TOP CATEGORIES
Manual
5,204
72%
Automatic
2,049
28%
ALL
7,253
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
transmissao
PROVIDES INFORMATION ON...
marca
0.10
assentos
0.02
tipo_de_combustivel
0.02
localizacao
0.01
tipo_proprietario
0.00

THESE FEATURES
GIVE INFORMATION
ON transmissao:
marca
0.42
localizacao
0.03
tipo_de_combustivel
0.02
assentos
0.02
tipo_proprietario
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
transmissao
CORRELATION RATIO WITH...
preco
0.51
anos_carro
0.10
ano
0.10
quilometros_percorridos
0.03
tipo_proprietario
MISSING:
---
TOP CATEGORIES
First
5,952
82%
Second
1,152
16%
Third
137
2%
Fourth & Above
12
<1%
ALL
7,253
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tipo_proprietario
PROVIDES INFORMATION ON...
localizacao
0.02
assentos
0.01
marca
0.00
tipo_de_combustivel
0.00
transmissao
0.00

THESE FEATURES
GIVE INFORMATION
ON tipo_proprietario:
localizacao
0.08
marca
0.02
assentos
0.01
tipo_de_combustivel
0.00
transmissao
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tipo_proprietario
CORRELATION RATIO WITH...
ano
0.40
anos_carro
0.40
quilometros_percorridos
0.09
preco
0.08
quilometragem_por_litro
MISSING:
2
(<1%)
207
3%
-
-
17.0 kmpl
201
3%
-
-
18.9 kmpl
144
2%
-
-
18.6 kmpl
106
1%
-
-
21.1 kmpl
105
1%
-
-
20.36 kmpl
98
1%
-
-
17.8 kmpl
89
1%
-
-
18.0 kmpl
87
1%
-
-
12.8 kmpl
86
1%
-
-
18.5 kmpl
85
1%
-
-
16.0 kmpl
82
1%
-
-
20.0 kmpl
81
1%
-
-
0.0 kmpl
79
1%
-
-
13.0 kmpl
79
1%
-
-
22.7 kmpl
78
1%
-
-
15.1 kmpl
77
1%
-
-
12.99 kmpl
69
<1%
-
-
16.8 kmpl
66
<1%
-
-
16.47 kmpl
64
<1%
-
-
19.7 kmpl
60
<1%
-
-
25.8 kmpl
58
<1%
-
-
23.1 kmpl
57
<1%
-
-
22.32 kmpl
56
<1%
-
-
13.5 kmpl
56
<1%
-
-
17.5 kmpl
55
<1%
-
-
24.3 kmpl
54
<1%
-
-
19.4 kmpl
52
<1%
-
-
15.0 kmpl
51
<1%
-
-
16.1 kmpl
51
<1%
-
-
11.5 kmpl
50
<1%
-
-
19.3 kmpl
50
<1%
-
-
22.9 kmpl
50
<1%
-
-
17.01 kmpl
49
<1%
-
-
21.4 kmpl
49
<1%
-
-
19.0 kmpl
47
<1%
-
-
22.07 kmpl
47
<1%
-
-
24.0 kmpl
46
<1%
-
-
19.01 kmpl
46
<1%
-
-
19.81 kmpl
45
<1%
-
-
23.4 kmpl
45
<1%
-
-
28.4 kmpl
45
<1%
-
-
19.1 kmpl
45
<1%
-
-
19.67 kmpl
44
<1%
-
-
16.55 kmpl
43
<1%
-
-
21.9 kmpl
43
<1%
-
-
12.55 kmpl
43
<1%
-
-
17.9 kmpl
43
<1%
-
-
23.59 kmpl
42
<1%
-
-
14.0 kmpl
41
<1%
-
-
12.05 kmpl
40
<1%
-
-
26.0 kmpl
40
<1%
-
-
17.68 kmpl
40
<1%
-
-
26.59 kmpl
40
<1%
-
-
20.54 kmpl
39
<1%
-
-
20.77 kmpl
38
<1%
-
-
17.4 kmpl
38
<1%
-
-
23.0 kmpl
37
<1%
-
-
18.88 kmpl
37
<1%
-
-
13.7 kmpl
37
<1%
-
-
22.54 kmpl
37
<1%
-
-
22.5 kmpl
3,482
48%
-
-
(Other)
motor
MISSING:
46
(<1%)
732
10%
-
-
1197 CC
610
8%
-
-
1248 CC
370
5%
-
-
1498 CC
309
4%
-
-
998 CC
281
4%
-
-
1198 CC
278
4%
-
-
2179 CC
273
4%
-
-
1497 CC
266
4%
-
-
1968 CC
212
3%
-
-
1995 CC
188
3%
-
-
1461 CC
184
3%
-
-
2143 CC
177
2%
-
-
1199 CC
174
2%
-
-
1582 CC
170
2%
-
-
1396 CC
164
2%
-
-
796 CC
164
2%
-
-
1598 CC
154
2%
-
-
2494 CC
129
2%
-
-
1086 CC
113
2%
-
-
1591 CC
106
1%
-
-
1399 CC
106
1%
-
-
2993 CC
103
1%
-
-
2982 CC
100
1%
-
-
1798 CC
78
1%
-
-
2987 CC
74
1%
-
-
814 CC
67
<1%
-
-
2967 CC
60
<1%
-
-
1120 CC
59
<1%
-
-
1373 CC
58
<1%
-
-
1364 CC
57
<1%
-
-
1196 CC
57
<1%
-
-
1493 CC
53
<1%
-
-
2354 CC
48
<1%
-
-
1298 CC
42
<1%
-
-
2755 CC
41
<1%
-
-
1991 CC
40
<1%
-
-
799 CC
39
<1%
-
-
1896 CC
39
<1%
-
-
1799 CC
36
<1%
-
-
999 CC
35
<1%
-
-
1998 CC
33
<1%
-
-
1496 CC
32
<1%
-
-
1061 CC
31
<1%
-
-
624 CC
29
<1%
-
-
1796 CC
28
<1%
-
-
2393 CC
26
<1%
-
-
1586 CC
26
<1%
-
-
2498 CC
25
<1%
-
-
936 CC
25
<1%
-
-
1499 CC
25
<1%
-
-
1405 CC
24
<1%
-
-
1193 CC
24
<1%
-
-
1794 CC
22
<1%
-
-
2523 CC
22
<1%
-
-
1997 CC
22
<1%
-
-
1984 CC
21
<1%
-
-
1999 CC
21
<1%
-
-
2148 CC
20
<1%
-
-
1495 CC
18
<1%
-
-
1186 CC
17
<1%
-
-
1956 CC
470
7%
-
-
(Other)
potencia
MISSING:
46
(<1%)
280
4%
-
-
74 bhp
166
2%
-
-
98.6 bhp
152
2%
-
-
73.9 bhp
142
2%
-
-
140 bhp
129
2%
-
-
null bhp
128
2%
-
-
78.9 bhp
126
2%
-
-
67.1 bhp
125
2%
-
-
67.04 bhp
124
2%
-
-
82 bhp
120
2%
-
-
88.5 bhp
111
2%
-
-
118 bhp
106
1%
-
-
117.3 bhp
104
1%
-
-
121.3 bhp
98
1%
-
-
126.2 bhp
96
1%
-
-
86.8 bhp
92
1%
-
-
174.33 bhp
91
1%
-
-
190 bhp
91
1%
-
-
88.7 bhp
91
1%
-
-
170 bhp
90
1%
-
-
80 bhp
85
1%
-
-
103.6 bhp
85
1%
-
-
70 bhp
84
1%
-
-
81.83 bhp
83
1%
-
-
81.86 bhp
75
1%
-
-
68 bhp
71
<1%
-
-
68.05 bhp
71
<1%
-
-
102 bhp
70
<1%
-
-
85.8 bhp
70
<1%
-
-
55.2 bhp
69
<1%
-
-
184 bhp
69
<1%
-
-
100 bhp
66
<1%
-
-
120 bhp
64
<1%
-
-
88.8 bhp
61
<1%
-
-
88.73 bhp
60
<1%
-
-
47.3 bhp
60
<1%
-
-
90 bhp
59
<1%
-
-
46.3 bhp
59
<1%
-
-
108.45 bhp
57
<1%
-
-
81.80 bhp
57
<1%
-
-
67 bhp
54
<1%
-
-
86.7 bhp
54
<1%
-
-
83.1 bhp
53
<1%
-
-
168.5 bhp
53
<1%
-
-
138.1 bhp
52
<1%
-
-
126.32 bhp
50
<1%
-
-
100.6 bhp
50
<1%
-
-
88.76 bhp
49
<1%
-
-
89.84 bhp
49
<1%
-
-
75 bhp
46
<1%
-
-
83.8 bhp
44
<1%
-
-
258 bhp
43
<1%
-
-
108.5 bhp
43
<1%
-
-
241.4 bhp
42
<1%
-
-
62.1 bhp
42
<1%
-
-
103.2 bhp
39
<1%
-
-
138.03 bhp
39
<1%
-
-
187.7 bhp
36
<1%
-
-
147.51 bhp
36
<1%
-
-
91.1 bhp
35
<1%
-
-
171 bhp
2,461
34%
-
-
(Other)
assentos
MISSING:
53
(<1%)
TOP CATEGORIES
5.0
6,047
84%
7.0
796
11%
8.0
170
2%
4.0
119
2%
6.0
38
<1%
2.0
18
<1%
10.0
8
<1%
9.0
3
<1%
0.0
1
<1%
ALL
7,200
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
assentos
PROVIDES INFORMATION ON...
marca
0.09
tipo_de_combustivel
0.08
transmissao
0.02
tipo_proprietario
0.01
localizacao
0.00

THESE FEATURES
GIVE INFORMATION
ON assentos:
marca
0.37
tipo_de_combustivel
0.09
transmissao
0.02
localizacao
0.01
tipo_proprietario
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
assentos
CORRELATION RATIO WITH...
preco
0.28
anos_carro
0.16
ano
0.16
quilometros_percorridos
0.10
novo_preco
MISSING:
6,247
(86%)
6
<1%
-
-
33.36 Lakh
6
<1%
-
-
95.13 Lakh
6
<1%
-
-
4.78 Lakh
6
<1%
-
-
63.71 Lakh
5
<1%
-
-
47.87 Lakh
5
<1%
-
-
4.09 Lakh
5
<1%
-
-
11.75 Lakh
5
<1%
-
-
20.74 Lakh
5
<1%
-
-
44.28 Lakh
5
<1%
-
-
9.12 Lakh
5
<1%
-
-
15.05 Lakh
5
<1%
-
-
5.04 Lakh
5
<1%
-
-
11.26 Lakh
5
<1%
-
-
11.67 Lakh
5
<1%
-
-
4.98 Lakh
5
<1%
-
-
11.48 Lakh
4
<1%
-
-
6.41 Lakh
4
<1%
-
-
10.65 Lakh
4
<1%
-
-
6.62 Lakh
4
<1%
-
-
4.7 Lakh
4
<1%
-
-
8.1 Lakh
4
<1%
-
-
6.54 Lakh
4
<1%
-
-
6.59 Lakh
4
<1%
-
-
4.59 Lakh
4
<1%
-
-
15.86 Lakh
4
<1%
-
-
28.05 Lakh
4
<1%
-
-
7.63 Lakh
4
<1%
-
-
10.32 Lakh
4
<1%
-
-
11.47 Lakh
4
<1%
-
-
12.56 Lakh
4
<1%
-
-
11.27 Lakh
4
<1%
-
-
5.56 Lakh
4
<1%
-
-
7.88 Lakh
4
<1%
-
-
11.15 Lakh
4
<1%
-
-
12.68 Lakh
4
<1%
-
-
48.18 Lakh
4
<1%
-
-
24.01 Lakh
4
<1%
-
-
62.07 Lakh
4
<1%
-
-
19.18 Lakh
3
<1%
-
-
34.45 Lakh
3
<1%
-
-
19.27 Lakh
3
<1%
-
-
15.59 Lakh
3
<1%
-
-
7.96 Lakh
3
<1%
-
-
11.02 Lakh
3
<1%
-
-
7.87 Lakh
3
<1%
-
-
86.97 Lakh
3
<1%
-
-
15.02 Lakh
3
<1%
-
-
8.18 Lakh
3
<1%
-
-
53.14 Lakh
3
<1%
-
-
6.14 Lakh
3
<1%
-
-
8.09 Lakh
3
<1%
-
-
8.71 Lakh
3
<1%
-
-
34.1 Lakh
3
<1%
-
-
21.77 Lakh
3
<1%
-
-
15.29 Lakh
3
<1%
-
-
55.61 Lakh
3
<1%
-
-
35 Lakh
3
<1%
-
-
11.2 Lakh
3
<1%
-
-
7.43 Lakh
3
<1%
-
-
10.83 Lakh
767
76%
-
-
(Other)
preco
MISSING:
1,234
(17%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ano
0.31
anos_carro
-0.31
quilometros_percorridos
-0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
marca
0.68
transmissao
0.51
tipo_de_combustivel
0.28
assentos
0.28
localizacao
0.22
tipo_proprietario
0.08
MOST FREQUENT VALUES
4.5
88
1.5%
5.5
84
1.4%
3.5
82
1.4%
4.25
73
1.2%
3.25
71
1.2%
3.0
68
1.1%
6.5
64
1.1%
2.5
63
1.0%
4.0
56
0.9%
4.75
53
0.9%
6.0
52
0.9%
3.75
52
0.9%
5.25
51
0.8%
5.0
47
0.8%
7.5
46
0.8%
SMALLEST VALUES
0.44
1
<0.1%
0.45
3
<0.1%
0.5
2
<0.1%
0.51
1
<0.1%
0.53
2
<0.1%
0.55
3
<0.1%
0.6
2
<0.1%
0.63
1
<0.1%
0.65
2
<0.1%
0.69
1
<0.1%
0.7
7
0.1%
0.75
7
0.1%
0.77
1
<0.1%
0.8
8
0.1%
0.82
1
<0.1%
LARGEST VALUES
160.0
1
<0.1%
120.0
1
<0.1%
100.0
1
<0.1%
97.07
1
<0.1%
93.67
1
<0.1%
93.0
1
<0.1%
90.0
1
<0.1%
85.0
1
<0.1%
83.96
1
<0.1%
79.0
2
<0.1%
78.8
1
<0.1%
75.0
4
<0.1%
72.94
1
<0.1%
72.0
1
<0.1%
70.99
1
<0.1%
anos_carro
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ano
-1.00
preco
-0.31
quilometros_percorridos
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tipo_proprietario
0.40
localizacao
0.35
marca
0.19
assentos
0.16
tipo_de_combustivel
0.14
transmissao
0.10
MOST FREQUENT VALUES
7
929
12.8%
8
925
12.8%
6
886
12.2%
9
791
10.9%
5
709
9.8%
10
690
9.5%
11
579
8.0%
12
407
5.6%
4
361
5.0%
13
252
3.5%
14
207
2.9%
15
148
2.0%
3
119
1.6%
16
89
1.2%
17
68
0.9%
SMALLEST VALUES
3
119
1.6%
4
361
5.0%
5
709
9.8%
6
886
12.2%
7
929
12.8%
8
925
12.8%
9
791
10.9%
10
690
9.5%
11
579
8.0%
12
407
5.6%
13
252
3.5%
14
207
2.9%
15
148
2.0%
16
89
1.2%
17
68
0.9%
LARGEST VALUES
26
1
<0.1%
24
4
<0.1%
23
2
<0.1%
22
5
<0.1%
21
8
0.1%
20
18
0.2%
19
20
0.3%
18
35
0.5%
17
68
0.9%
16
89
1.2%
15
148
2.0%
14
207
2.9%
13
252
3.5%
12
407
5.6%
11
579
8.0%
marca
MISSING:
---
TOP CATEGORIES
Maruti
1,444
20%
Hyundai
1,340
18%
Honda
743
10%
Toyota
507
7%
Mercedes-Benz
380
5%
Volkswagen
374
5%
Ford
351
5%
Mahindra
331
5%
BMW
312
4%
Audi
285
4%
Tata
228
3%
Skoda
202
3%
Renault
170
2%
Chevrolet
151
2%
Nissan
117
2%
Land
67
<1%
Jaguar
48
<1%
(Other)
203
3%
ALL
7,253
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
marca
PROVIDES INFORMATION ON...
transmissao
0.42
assentos
0.37
tipo_de_combustivel
0.19
localizacao
0.02
tipo_proprietario
0.02

THESE FEATURES
GIVE INFORMATION
ON marca:
transmissao
0.10
assentos
0.09
tipo_de_combustivel
0.05
localizacao
0.02
tipo_proprietario
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
marca
CORRELATION RATIO WITH...
preco
0.68
ano
0.19
anos_carro
0.19
quilometros_percorridos
0.12