Overview

Dataset statistics

Number of variables21
Number of observations200
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory36.7 KiB
Average record size in memory187.7 B

Variable types

Categorical6
Numeric15

Alerts

10세미만여성 has constant value ""Constant
10대여성 has constant value ""Constant
10세미만남성 has constant value ""Constant
10대남성 has constant value ""Constant
70대이상남성 has 114 (57.0%) zerosZeros
20대여성 has 153 (76.5%) zerosZeros
30대여성 has 108 (54.0%) zerosZeros
40대여성 has 62 (31.0%) zerosZeros
50대여성 has 89 (44.5%) zerosZeros
60대여성 has 117 (58.5%) zerosZeros
70대이상여성 has 167 (83.5%) zerosZeros
총유동인구수 has 5 (2.5%) zerosZeros
20대남성 has 152 (76.0%) zerosZeros
30대남성 has 97 (48.5%) zerosZeros
40대남성 has 66 (33.0%) zerosZeros
50대남성 has 73 (36.5%) zerosZeros
60대남성 has 84 (42.0%) zerosZeros

Reproduction

Analysis started2023-12-10 06:35:44.548197
Analysis finished2023-12-10 06:35:44.854521
Duration0.31 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

택시ID
Categorical

Distinct50
Distinct (%)25.0%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
T_41199546
 
5
T_93726453
 
5
T_92701041
 
5
T_41858739
 
5
T_42005226
 
5
Other values (45)
175 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowT_41199546
2nd rowT_93067259
3rd rowT_68708142
4th rowT_93726453
5th rowT_92701041

Common Values

ValueCountFrequency (%)
T_41199546 5
 
2.5%
T_93726453 5
 
2.5%
T_92701041 5
 
2.5%
T_41858739 5
 
2.5%
T_42005226 5
 
2.5%
T_42517932 5
 
2.5%
T_91602386 5
 
2.5%
T_92481310 5
 
2.5%
T_93067259 5
 
2.5%
T_68708142 5
 
2.5%
Other values (40) 150
75.0%

Length

2023-12-10T15:35:44.964280image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
t_41199546 5
 
2.5%
t_92701041 5
 
2.5%
t_41858739 5
 
2.5%
t_42005226 5
 
2.5%
t_42517932 5
 
2.5%
t_91602386 5
 
2.5%
t_92481310 5
 
2.5%
t_93067259 5
 
2.5%
t_68708142 5
 
2.5%
t_93726453 5
 
2.5%
Other values (40) 150
75.0%

위도
Real number (ℝ)

Distinct148
Distinct (%)74.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean37.483945
Minimum37.383877
Maximum37.60232
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-10T15:35:45.201312image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum37.383877
5-th percentile37.395016
Q137.452696
median37.476194
Q337.523542
95-th percentile37.594
Maximum37.60232
Range0.218443
Interquartile range (IQR)0.070847

Descriptive statistics

Standard deviation0.050862696
Coefficient of variation (CV)0.0013569195
Kurtosis-0.16894141
Mean37.483945
Median Absolute Deviation (MAD)0.033228
Skewness0.17110555
Sum7496.7889
Variance0.0025870138
MonotonicityNot monotonic
2023-12-10T15:35:45.478530image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
37.402443 5
 
2.5%
37.530643 5
 
2.5%
37.437904 5
 
2.5%
37.463867 5
 
2.5%
37.56846 4
 
2.0%
37.465134 4
 
2.0%
37.52744 4
 
2.0%
37.50298 3
 
1.5%
37.456306 3
 
1.5%
37.482067 3
 
1.5%
Other values (138) 159
79.5%
ValueCountFrequency (%)
37.383877 2
1.0%
37.383884 2
1.0%
37.3892 1
 
0.5%
37.389202 3
1.5%
37.39476 1
 
0.5%
37.39489 1
 
0.5%
37.395023 1
 
0.5%
37.395157 1
 
0.5%
37.400856 1
 
0.5%
37.400864 1
 
0.5%
ValueCountFrequency (%)
37.60232 1
0.5%
37.602318 1
0.5%
37.602306 1
0.5%
37.59519 1
0.5%
37.59507 1
0.5%
37.59495 1
0.5%
37.594837 1
0.5%
37.59409 1
0.5%
37.59406 1
0.5%
37.59403 1
0.5%

70대이상남성
Real number (ℝ)

ZEROS 

Distinct17
Distinct (%)8.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.2703
Minimum0
Maximum40
Zeros114
Zeros (%)57.0%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-10T15:35:45.687031image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q39.09
95-th percentile16.67
Maximum40
Range40
Interquartile range (IQR)9.09

Descriptive statistics

Standard deviation7.9267558
Coefficient of variation (CV)1.5040426
Kurtosis5.6077042
Mean5.2703
Median Absolute Deviation (MAD)0
Skewness2.0907411
Sum1054.06
Variance62.833457
MonotonicityNot monotonic
2023-12-10T15:35:45.927732image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
0.0 114
57.0%
9.09 12
 
6.0%
14.29 12
 
6.0%
16.67 9
 
4.5%
12.5 8
 
4.0%
6.25 5
 
2.5%
4.55 4
 
2.0%
4.0 4
 
2.0%
11.76 4
 
2.0%
13.33 4
 
2.0%
Other values (7) 24
 
12.0%
ValueCountFrequency (%)
0.0 114
57.0%
4.0 4
 
2.0%
4.55 4
 
2.0%
5.26 4
 
2.0%
6.25 5
 
2.5%
6.67 3
 
1.5%
7.14 3
 
1.5%
7.69 4
 
2.0%
9.09 12
 
6.0%
11.11 4
 
2.0%
ValueCountFrequency (%)
40.0 3
 
1.5%
33.33 3
 
1.5%
16.67 9
4.5%
14.29 12
6.0%
13.33 4
 
2.0%
12.5 8
4.0%
11.76 4
 
2.0%
11.11 4
 
2.0%
9.09 12
6.0%
7.69 4
 
2.0%

10세미만여성
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
0
200 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 200
100.0%

Length

2023-12-10T15:35:46.202695image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T15:35:46.388237image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 200
100.0%

10대여성
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
0
200 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 200
100.0%

Length

2023-12-10T15:35:46.581450image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T15:35:46.765450image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 200
100.0%

20대여성
Real number (ℝ)

ZEROS 

Distinct10
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.25815
Minimum0
Maximum33.33
Zeros153
Zeros (%)76.5%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-10T15:35:46.942548image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile20
Maximum33.33
Range33.33
Interquartile range (IQR)0

Descriptive statistics

Standard deviation7.4861318
Coefficient of variation (CV)2.2976633
Kurtosis8.3340238
Mean3.25815
Median Absolute Deviation (MAD)0
Skewness2.8809431
Sum651.63
Variance56.042169
MonotonicityNot monotonic
2023-12-10T15:35:47.178260image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
0.0 153
76.5%
9.09 12
 
6.0%
33.33 8
 
4.0%
7.14 5
 
2.5%
5.26 4
 
2.0%
12.5 4
 
2.0%
8.0 4
 
2.0%
14.29 4
 
2.0%
6.67 3
 
1.5%
20.0 3
 
1.5%
ValueCountFrequency (%)
0.0 153
76.5%
5.26 4
 
2.0%
6.67 3
 
1.5%
7.14 5
 
2.5%
8.0 4
 
2.0%
9.09 12
 
6.0%
12.5 4
 
2.0%
14.29 4
 
2.0%
20.0 3
 
1.5%
33.33 8
 
4.0%
ValueCountFrequency (%)
33.33 8
 
4.0%
20.0 3
 
1.5%
14.29 4
 
2.0%
12.5 4
 
2.0%
9.09 12
 
6.0%
8.0 4
 
2.0%
7.14 5
 
2.5%
6.67 3
 
1.5%
5.26 4
 
2.0%
0.0 153
76.5%

30대여성
Real number (ℝ)

ZEROS 

Distinct18
Distinct (%)9.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8.43435
Minimum0
Maximum50
Zeros108
Zeros (%)54.0%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-10T15:35:47.435228image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q313.33
95-th percentile33.33
Maximum50
Range50
Interquartile range (IQR)13.33

Descriptive statistics

Standard deviation11.945234
Coefficient of variation (CV)1.4162602
Kurtosis1.658933
Mean8.43435
Median Absolute Deviation (MAD)0
Skewness1.4811164
Sum1686.87
Variance142.68862
MonotonicityNot monotonic
2023-12-10T15:35:47.693282image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%)
0.0 108
54.0%
25.0 25
 
12.5%
13.33 7
 
3.5%
5.56 5
 
2.5%
8.33 5
 
2.5%
14.29 5
 
2.5%
4.55 4
 
2.0%
22.22 4
 
2.0%
8.0 4
 
2.0%
11.76 4
 
2.0%
Other values (8) 29
 
14.5%
ValueCountFrequency (%)
0.0 108
54.0%
4.55 4
 
2.0%
5.56 5
 
2.5%
7.14 3
 
1.5%
7.69 4
 
2.0%
8.0 4
 
2.0%
8.33 5
 
2.5%
9.09 3
 
1.5%
11.11 3
 
1.5%
11.76 4
 
2.0%
ValueCountFrequency (%)
50.0 4
 
2.0%
36.36 4
 
2.0%
33.33 4
 
2.0%
25.0 25
12.5%
22.22 4
 
2.0%
14.29 5
 
2.5%
13.33 7
 
3.5%
12.5 4
 
2.0%
11.76 4
 
2.0%
11.11 3
 
1.5%

40대여성
Real number (ℝ)

ZEROS 

Distinct21
Distinct (%)10.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean11.86095
Minimum0
Maximum50
Zeros62
Zeros (%)31.0%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-10T15:35:47.909094image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median11.11
Q316.915
95-th percentile33.33
Maximum50
Range50
Interquartile range (IQR)16.915

Descriptive statistics

Standard deviation11.256185
Coefficient of variation (CV)0.94901208
Kurtosis1.2202452
Mean11.86095
Median Absolute Deviation (MAD)8.89
Skewness1.0551742
Sum2372.19
Variance126.7017
MonotonicityNot monotonic
2023-12-10T15:35:48.130749image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
0.0 62
31.0%
12.5 21
 
10.5%
9.09 20
 
10.0%
33.33 14
 
7.0%
20.0 12
 
6.0%
14.29 8
 
4.0%
16.67 8
 
4.0%
5.56 5
 
2.5%
22.22 4
 
2.0%
8.33 4
 
2.0%
Other values (11) 42
21.0%
ValueCountFrequency (%)
0.0 62
31.0%
5.56 5
 
2.5%
7.14 3
 
1.5%
8.0 4
 
2.0%
8.33 4
 
2.0%
9.09 20
 
10.0%
11.11 3
 
1.5%
12.5 21
 
10.5%
13.64 4
 
2.0%
14.29 8
 
4.0%
ValueCountFrequency (%)
50.0 4
 
2.0%
33.33 14
7.0%
28.57 4
 
2.0%
25.0 4
 
2.0%
22.22 4
 
2.0%
20.0 12
6.0%
18.18 4
 
2.0%
17.65 4
 
2.0%
16.67 8
4.0%
15.79 4
 
2.0%

50대여성
Real number (ℝ)

ZEROS 

Distinct21
Distinct (%)10.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.061
Minimum0
Maximum40
Zeros89
Zeros (%)44.5%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-10T15:35:48.351191image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median6.67
Q312.5
95-th percentile33.33
Maximum40
Range40
Interquartile range (IQR)12.5

Descriptive statistics

Standard deviation10.884927
Coefficient of variation (CV)1.2012942
Kurtosis0.68819527
Mean9.061
Median Absolute Deviation (MAD)6.67
Skewness1.1972476
Sum1812.2
Variance118.48163
MonotonicityNot monotonic
2023-12-10T15:35:48.551327image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
0.0 89
44.5%
12.5 16
 
8.0%
20.0 9
 
4.5%
25.0 9
 
4.5%
9.09 9
 
4.5%
6.67 7
 
3.5%
40.0 6
 
3.0%
5.56 5
 
2.5%
6.25 5
 
2.5%
7.14 5
 
2.5%
Other values (11) 40
20.0%
ValueCountFrequency (%)
0.0 89
44.5%
5.56 5
 
2.5%
6.25 5
 
2.5%
6.67 7
 
3.5%
7.14 5
 
2.5%
7.69 4
 
2.0%
9.09 9
 
4.5%
10.53 4
 
2.0%
11.11 3
 
1.5%
11.76 4
 
2.0%
ValueCountFrequency (%)
40.0 6
3.0%
35.71 3
 
1.5%
33.33 3
 
1.5%
28.57 4
2.0%
25.0 9
4.5%
22.73 4
2.0%
20.0 9
4.5%
18.18 3
 
1.5%
16.67 4
2.0%
14.29 4
2.0%

60대여성
Real number (ℝ)

ZEROS 

Distinct13
Distinct (%)6.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.50795
Minimum0
Maximum33.33
Zeros117
Zeros (%)58.5%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-10T15:35:48.736998image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q311.11
95-th percentile25
Maximum33.33
Range33.33
Interquartile range (IQR)11.11

Descriptive statistics

Standard deviation8.141442
Coefficient of variation (CV)1.4781256
Kurtosis2.788502
Mean5.50795
Median Absolute Deviation (MAD)0
Skewness1.711828
Sum1101.59
Variance66.283078
MonotonicityNot monotonic
2023-12-10T15:35:48.922455image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
0.0 117
58.5%
11.11 16
 
8.0%
12.5 12
 
6.0%
7.14 8
 
4.0%
25.0 8
 
4.0%
9.09 8
 
4.0%
33.33 6
 
3.0%
6.25 5
 
2.5%
7.69 4
 
2.0%
13.33 4
 
2.0%
Other values (3) 12
 
6.0%
ValueCountFrequency (%)
0.0 117
58.5%
5.88 4
 
2.0%
6.25 5
 
2.5%
7.14 8
 
4.0%
7.69 4
 
2.0%
9.09 8
 
4.0%
11.11 16
 
8.0%
12.0 4
 
2.0%
12.5 12
 
6.0%
13.33 4
 
2.0%
ValueCountFrequency (%)
33.33 6
 
3.0%
25.0 8
4.0%
14.29 4
 
2.0%
13.33 4
 
2.0%
12.5 12
6.0%
12.0 4
 
2.0%
11.11 16
8.0%
9.09 8
4.0%
7.69 4
 
2.0%
7.14 8
4.0%

70대이상여성
Real number (ℝ)

ZEROS 

Distinct8
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.1429
Minimum0
Maximum25
Zeros167
Zeros (%)83.5%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-10T15:35:49.106090image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile13.33
Maximum25
Range25
Interquartile range (IQR)0

Descriptive statistics

Standard deviation5.4287922
Coefficient of variation (CV)2.5333857
Kurtosis6.9724794
Mean2.1429
Median Absolute Deviation (MAD)0
Skewness2.7077905
Sum428.58
Variance29.471785
MonotonicityNot monotonic
2023-12-10T15:35:49.263685image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
0.0 167
83.5%
12.5 8
 
4.0%
25.0 5
 
2.5%
11.11 5
 
2.5%
15.79 4
 
2.0%
4.55 4
 
2.0%
6.67 4
 
2.0%
13.33 3
 
1.5%
ValueCountFrequency (%)
0.0 167
83.5%
4.55 4
 
2.0%
6.67 4
 
2.0%
11.11 5
 
2.5%
12.5 8
 
4.0%
13.33 3
 
1.5%
15.79 4
 
2.0%
25.0 5
 
2.5%
ValueCountFrequency (%)
25.0 5
 
2.5%
15.79 4
 
2.0%
13.33 3
 
1.5%
12.5 8
 
4.0%
11.11 5
 
2.5%
6.67 4
 
2.0%
4.55 4
 
2.0%
0.0 167
83.5%

총유동인구수
Real number (ℝ)

ZEROS 

Distinct39
Distinct (%)19.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean46.04
Minimum0
Maximum91
Zeros5
Zeros (%)2.5%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-10T15:35:49.483073image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile9.9
Q134
median44
Q358
95-th percentile88
Maximum91
Range91
Interquartile range (IQR)24

Descriptive statistics

Standard deviation22.41698
Coefficient of variation (CV)0.48690227
Kurtosis-0.41969924
Mean46.04
Median Absolute Deviation (MAD)14
Skewness0.17688485
Sum9208
Variance502.52101
MonotonicityNot monotonic
2023-12-10T15:35:49.723951image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=39)
ValueCountFrequency (%)
53 14
 
7.0%
44 8
 
4.0%
88 8
 
4.0%
48 8
 
4.0%
37 8
 
4.0%
71 8
 
4.0%
58 7
 
3.5%
40 7
 
3.5%
29 7
 
3.5%
34 6
 
3.0%
Other values (29) 119
59.5%
ValueCountFrequency (%)
0 5
2.5%
8 5
2.5%
10 3
1.5%
12 4
2.0%
14 3
1.5%
17 4
2.0%
21 4
2.0%
23 5
2.5%
26 5
2.5%
27 4
2.0%
ValueCountFrequency (%)
91 4
2.0%
88 8
4.0%
87 5
2.5%
85 4
2.0%
74 4
2.0%
72 4
2.0%
71 8
4.0%
68 5
2.5%
63 3
 
1.5%
58 7
3.5%

경도
Real number (ℝ)

Distinct130
Distinct (%)65.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean126.70208
Minimum126.62585
Maximum126.90384
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-10T15:35:49.989895image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum126.62585
5-th percentile126.6357
Q1126.66995
median126.70669
Q3126.72758
95-th percentile126.78289
Maximum126.90384
Range0.27799
Interquartile range (IQR)0.057628

Descriptive statistics

Standard deviation0.047523488
Coefficient of variation (CV)0.00037508055
Kurtosis4.6659915
Mean126.70208
Median Absolute Deviation (MAD)0.03274
Skewness1.4831017
Sum25340.417
Variance0.0022584819
MonotonicityNot monotonic
2023-12-10T15:35:50.219053image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
126.66995 5
 
2.5%
126.71444 5
 
2.5%
126.73782 5
 
2.5%
126.672134 5
 
2.5%
126.650406 4
 
2.0%
126.663086 4
 
2.0%
126.70669 4
 
2.0%
126.67371 4
 
2.0%
126.70775 4
 
2.0%
126.76001 4
 
2.0%
Other values (120) 156
78.0%
ValueCountFrequency (%)
126.62585 1
 
0.5%
126.62591 1
 
0.5%
126.62596 1
 
0.5%
126.62946 1
 
0.5%
126.62948 3
1.5%
126.63567 2
1.0%
126.6357 2
1.0%
126.64559 1
 
0.5%
126.64568 1
 
0.5%
126.64578 1
 
0.5%
ValueCountFrequency (%)
126.90384 3
1.5%
126.903824 1
 
0.5%
126.78379 1
 
0.5%
126.783775 3
1.5%
126.78296 1
 
0.5%
126.78293 1
 
0.5%
126.78289 1
 
0.5%
126.78286 1
 
0.5%
126.76001 4
2.0%
126.74616 1
 
0.5%

측정시간
Categorical

Distinct5
Distinct (%)2.5%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
2019-12-13 10:16:34
50 
2019-12-13 10:16:35
50 
2019-12-13 10:16:36
50 
2019-12-13 10:16:37
26 
2019-12-13 10:16:33
24 

Length

Max length19
Median length19
Mean length19
Min length19

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2019-12-13 10:16:33
2nd row2019-12-13 10:16:33
3rd row2019-12-13 10:16:33
4th row2019-12-13 10:16:33
5th row2019-12-13 10:16:33

Common Values

ValueCountFrequency (%)
2019-12-13 10:16:34 50
25.0%
2019-12-13 10:16:35 50
25.0%
2019-12-13 10:16:36 50
25.0%
2019-12-13 10:16:37 26
13.0%
2019-12-13 10:16:33 24
12.0%

Length

2023-12-10T15:35:50.467804image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T15:35:50.684786image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2019-12-13 200
50.0%
10:16:34 50
 
12.5%
10:16:35 50
 
12.5%
10:16:36 50
 
12.5%
10:16:37 26
 
6.5%
10:16:33 24
 
6.0%

10세미만남성
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
0
200 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 200
100.0%

Length

2023-12-10T15:35:51.015105image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T15:35:51.221719image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 200
100.0%

10대남성
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
0
200 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 200
100.0%

Length

2023-12-10T15:35:51.514650image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T15:35:51.756499image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 200
100.0%

20대남성
Real number (ℝ)

ZEROS 

Distinct9
Distinct (%)4.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.7953
Minimum0
Maximum25
Zeros152
Zeros (%)76.0%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-10T15:35:51.937775image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile14.29
Maximum25
Range25
Interquartile range (IQR)0

Descriptive statistics

Standard deviation5.5600398
Coefficient of variation (CV)1.9890673
Kurtosis3.9772577
Mean2.7953
Median Absolute Deviation (MAD)0
Skewness2.0666168
Sum559.06
Variance30.914042
MonotonicityNot monotonic
2023-12-10T15:35:52.172344image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
0.0 152
76.0%
9.09 11
 
5.5%
8.33 9
 
4.5%
12.5 8
 
4.0%
14.29 5
 
2.5%
25.0 4
 
2.0%
4.55 4
 
2.0%
11.11 4
 
2.0%
16.67 3
 
1.5%
ValueCountFrequency (%)
0.0 152
76.0%
4.55 4
 
2.0%
8.33 9
 
4.5%
9.09 11
 
5.5%
11.11 4
 
2.0%
12.5 8
 
4.0%
14.29 5
 
2.5%
16.67 3
 
1.5%
25.0 4
 
2.0%
ValueCountFrequency (%)
25.0 4
 
2.0%
16.67 3
 
1.5%
14.29 5
 
2.5%
12.5 8
 
4.0%
11.11 4
 
2.0%
9.09 11
 
5.5%
8.33 9
 
4.5%
4.55 4
 
2.0%
0.0 152
76.0%

30대남성
Real number (ℝ)

ZEROS 

Distinct18
Distinct (%)9.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8.9777
Minimum0
Maximum33.33
Zeros97
Zeros (%)48.5%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-10T15:35:52.410474image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median6.25
Q314.29
95-th percentile28.808
Maximum33.33
Range33.33
Interquartile range (IQR)14.29

Descriptive statistics

Standard deviation10.610071
Coefficient of variation (CV)1.1818251
Kurtosis-0.41865521
Mean8.9777
Median Absolute Deviation (MAD)6.25
Skewness0.89088232
Sum1795.54
Variance112.57361
MonotonicityNot monotonic
2023-12-10T15:35:52.803648image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%)
0.0 97
48.5%
9.09 12
 
6.0%
33.33 10
 
5.0%
27.27 9
 
4.5%
11.11 9
 
4.5%
12.5 8
 
4.0%
13.33 7
 
3.5%
16.67 7
 
3.5%
21.43 5
 
2.5%
6.25 5
 
2.5%
Other values (8) 31
 
15.5%
ValueCountFrequency (%)
0.0 97
48.5%
6.25 5
 
2.5%
7.14 3
 
1.5%
9.09 12
 
6.0%
10.53 4
 
2.0%
11.11 9
 
4.5%
11.76 4
 
2.0%
12.5 8
 
4.0%
13.33 7
 
3.5%
14.29 4
 
2.0%
ValueCountFrequency (%)
33.33 10
5.0%
28.57 4
 
2.0%
27.27 9
4.5%
25.0 5
2.5%
23.08 4
 
2.0%
21.43 5
2.5%
20.0 3
 
1.5%
16.67 7
3.5%
14.29 4
 
2.0%
13.33 7
3.5%

40대남성
Real number (ℝ)

ZEROS 

Distinct20
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12.77615
Minimum0
Maximum45.45
Zeros66
Zeros (%)33.0%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-10T15:35:53.123131image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median11.11
Q320.555
95-th percentile33.33
Maximum45.45
Range45.45
Interquartile range (IQR)20.555

Descriptive statistics

Standard deviation12.483459
Coefficient of variation (CV)0.97709082
Kurtosis-0.2146989
Mean12.77615
Median Absolute Deviation (MAD)11.11
Skewness0.78693441
Sum2555.23
Variance155.83675
MonotonicityNot monotonic
2023-12-10T15:35:53.408555image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%)
0.0 66
33.0%
33.33 17
 
8.5%
14.29 13
 
6.5%
25.0 12
 
6.0%
12.5 12
 
6.0%
22.22 9
 
4.5%
18.18 9
 
4.5%
9.09 8
 
4.0%
11.11 7
 
3.5%
20.0 5
 
2.5%
Other values (10) 42
21.0%
ValueCountFrequency (%)
0.0 66
33.0%
5.26 4
 
2.0%
5.88 4
 
2.0%
6.25 5
 
2.5%
7.69 4
 
2.0%
8.33 4
 
2.0%
9.09 8
 
4.0%
11.11 7
 
3.5%
12.0 4
 
2.0%
12.5 12
 
6.0%
ValueCountFrequency (%)
45.45 4
 
2.0%
42.86 4
 
2.0%
33.33 17
8.5%
28.57 4
 
2.0%
25.0 12
6.0%
22.22 9
4.5%
20.0 5
 
2.5%
18.18 9
4.5%
16.67 5
 
2.5%
14.29 13
6.5%

50대남성
Real number (ℝ)

ZEROS 

Distinct24
Distinct (%)12.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14.7561
Minimum0
Maximum100
Zeros73
Zeros (%)36.5%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-10T15:35:53.683775image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median9.09
Q322.22
95-th percentile50
Maximum100
Range100
Interquartile range (IQR)22.22

Descriptive statistics

Standard deviation18.383718
Coefficient of variation (CV)1.2458385
Kurtosis6.5794438
Mean14.7561
Median Absolute Deviation (MAD)9.09
Skewness2.1880995
Sum2951.22
Variance337.96108
MonotonicityNot monotonic
2023-12-10T15:35:53.968935image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
0.0 73
36.5%
33.33 14
 
7.0%
28.57 12
 
6.0%
9.09 9
 
4.5%
25.0 8
 
4.0%
18.18 8
 
4.0%
12.5 8
 
4.0%
18.75 5
 
2.5%
8.33 5
 
2.5%
7.14 5
 
2.5%
Other values (14) 53
26.5%
ValueCountFrequency (%)
0.0 73
36.5%
4.55 4
 
2.0%
6.67 3
 
1.5%
7.14 5
 
2.5%
7.69 4
 
2.0%
8.33 5
 
2.5%
9.09 9
 
4.5%
11.11 5
 
2.5%
12.5 8
 
4.0%
14.29 4
 
2.0%
ValueCountFrequency (%)
100.0 3
 
1.5%
71.43 4
 
2.0%
50.0 4
 
2.0%
36.36 3
 
1.5%
33.33 14
7.0%
28.57 12
6.0%
25.0 8
4.0%
22.22 4
 
2.0%
21.43 3
 
1.5%
20.0 4
 
2.0%

60대남성
Real number (ℝ)

ZEROS 

Distinct24
Distinct (%)12.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12.65685
Minimum0
Maximum50
Zeros84
Zeros (%)42.0%
Negative0
Negative (%)0.0%
Memory size1.9 KiB
2023-12-10T15:35:54.571201image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median8.165
Q320
95-th percentile50
Maximum50
Range50
Interquartile range (IQR)20

Descriptive statistics

Standard deviation15.037611
Coefficient of variation (CV)1.1881006
Kurtosis0.27242497
Mean12.65685
Median Absolute Deviation (MAD)8.165
Skewness1.1377807
Sum2531.37
Variance226.12975
MonotonicityNot monotonic
2023-12-10T15:35:54.773166image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
0.0 84
42.0%
50.0 11
 
5.5%
22.22 8
 
4.0%
12.5 8
 
4.0%
7.14 8
 
4.0%
9.09 7
 
3.5%
40.0 5
 
2.5%
18.18 5
 
2.5%
8.33 5
 
2.5%
37.5 5
 
2.5%
Other values (14) 54
27.0%
ValueCountFrequency (%)
0.0 84
42.0%
5.88 4
 
2.0%
7.14 8
 
4.0%
8.0 4
 
2.0%
8.33 5
 
2.5%
9.09 7
 
3.5%
11.11 3
 
1.5%
12.5 8
 
4.0%
13.33 4
 
2.0%
14.29 4
 
2.0%
ValueCountFrequency (%)
50.0 11
5.5%
41.67 4
 
2.0%
40.0 5
2.5%
37.5 5
2.5%
36.36 4
 
2.0%
27.27 4
 
2.0%
25.0 4
 
2.0%
22.73 4
 
2.0%
22.22 8
4.0%
20.0 3
 
1.5%

Sample

택시ID위도70대이상남성10세미만여성10대여성20대여성30대여성40대여성50대여성60대여성70대이상여성총유동인구수경도측정시간10세미만남성10대남성20대남성30대남성40대남성50대남성60대남성
0T_4119954637.4024430.0000.00.020.020.00.00.023126.711672019-12-13 10:16:33000.00.020.00.040.0
1T_9306725937.543420.0000.00.00.00.00.00.00126.726892019-12-13 10:16:33000.00.00.00.00.0
2T_6870814237.496210.0000.025.00.025.00.025.026126.727932019-12-13 10:16:33000.025.00.00.00.0
3T_9372645337.47611616.67000.05.565.565.5611.1111.1187126.645592019-12-13 10:16:33000.011.1122.2211.110.0
4T_9270104137.4563066.25000.00.012.56.256.250.071126.654592019-12-13 10:16:33000.06.256.2518.7537.5
5T_4185873937.4638670.0000.08.3316.670.00.00.068126.669952019-12-13 10:16:33008.3333.3316.678.338.33
6T_4200522637.4627849.09000.00.09.099.090.00.047126.714442019-12-13 10:16:33000.027.2718.189.0918.18
7T_4251793237.5306430.0007.1414.290.07.147.140.053126.737822019-12-13 10:16:330014.2921.4314.297.147.14
8T_9160238637.4898760.0000.00.033.330.00.00.053126.686152019-12-13 10:16:33000.033.3333.330.00.0
9T_9248131037.4379040.00033.330.033.330.00.00.08126.6721342019-12-13 10:16:33000.00.033.330.00.0
택시ID위도70대이상남성10세미만여성10대여성20대여성30대여성40대여성50대여성60대여성70대이상여성총유동인구수경도측정시간10세미만남성10대남성20대남성30대남성40대남성50대남성60대남성
190T_4119954637.4024430.0000.00.020.020.00.00.023126.7116852019-12-13 10:16:37000.00.020.00.040.0
191T_9306725937.5434340.0000.00.00.00.00.00.00126.726332019-12-13 10:16:37000.00.00.00.00.0
192T_6870814237.496020.0000.025.00.025.00.025.026126.7275542019-12-13 10:16:37000.025.00.00.00.0
193T_9372645337.4762516.67000.05.565.565.5611.1111.1187126.646012019-12-13 10:16:37000.011.1122.2211.110.0
194T_9270104137.4563066.25000.00.012.56.256.250.071126.654612019-12-13 10:16:37000.06.256.2518.7537.5
195T_4185873937.4638670.0000.08.3316.670.00.00.068126.669952019-12-13 10:16:37008.3333.3316.678.338.33
196T_4200522637.4629489.09000.00.09.099.090.00.047126.714442019-12-13 10:16:37000.027.2718.189.0918.18
197T_4251793237.5306430.0007.1414.290.07.147.140.053126.737822019-12-13 10:16:370014.2921.4314.297.147.14
198T_9160238637.4900630.0000.00.033.330.00.00.053126.685812019-12-13 10:16:37000.033.3333.330.00.0
199T_9248131037.4379040.00033.330.033.330.00.00.08126.6721342019-12-13 10:16:37000.00.033.330.00.0