Overview

Dataset statistics

Number of variables29
Number of observations10000
Missing cells62370
Missing cells (%)21.5%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.6 MiB
Average record size in memory269.0 B

Variable types

Categorical2
Numeric27

Dataset

Description기준_날짜,노선_ID,정류장_ID,버스운행횟수_일,버스운행횟수_00시,버스운행횟수_01시,버스운행횟수_02시,버스운행횟수_03시,버스운행횟수_04시,버스운행횟수_05시,버스운행횟수_06시,버스운행횟수_07시,버스운행횟수_08시,버스운행횟수_09시,버스운행횟수_10시,버스운행횟수_11시,버스운행횟수_12시,버스운행횟수_13시,버스운행횟수_14시,버스운행횟수_15시,버스운행횟수_16시,버스운행횟수_17시,버스운행횟수_18시,버스운행횟수_19시,버스운행횟수_20시,버스운행횟수_21시,버스운행횟수_22시,버스운행횟수_23시,정류장_순서
Author서울특별시
URLhttps://data.seoul.go.kr/dataList/OA-21220/S/1/datasetView.do

Alerts

기준_날짜 has constant value ""Constant
버스운행횟수_03시 is highly imbalanced (88.6%)Imbalance
버스운행횟수_일 has 143 (1.4%) missing valuesMissing
버스운행횟수_00시 has 5696 (57.0%) missing valuesMissing
버스운행횟수_01시 has 8761 (87.6%) missing valuesMissing
버스운행횟수_02시 has 9522 (95.2%) missing valuesMissing
버스운행횟수_04시 has 8224 (82.2%) missing valuesMissing
버스운행횟수_05시 has 4864 (48.6%) missing valuesMissing
버스운행횟수_06시 has 2099 (21.0%) missing valuesMissing
버스운행횟수_07시 has 1347 (13.5%) missing valuesMissing
버스운행횟수_08시 has 1283 (12.8%) missing valuesMissing
버스운행횟수_09시 has 1296 (13.0%) missing valuesMissing
버스운행횟수_10시 has 1272 (12.7%) missing valuesMissing
버스운행횟수_11시 has 1342 (13.4%) missing valuesMissing
버스운행횟수_12시 has 1248 (12.5%) missing valuesMissing
버스운행횟수_13시 has 1322 (13.2%) missing valuesMissing
버스운행횟수_14시 has 1217 (12.2%) missing valuesMissing
버스운행횟수_15시 has 1236 (12.4%) missing valuesMissing
버스운행횟수_16시 has 1258 (12.6%) missing valuesMissing
버스운행횟수_17시 has 1249 (12.5%) missing valuesMissing
버스운행횟수_18시 has 1198 (12.0%) missing valuesMissing
버스운행횟수_19시 has 1203 (12.0%) missing valuesMissing
버스운행횟수_20시 has 1249 (12.5%) missing valuesMissing
버스운행횟수_21시 has 1334 (13.3%) missing valuesMissing
버스운행횟수_22시 has 1506 (15.1%) missing valuesMissing
버스운행횟수_23시 has 2414 (24.1%) missing valuesMissing

Reproduction

Analysis started2024-05-11 05:35:15.207095
Analysis finished2024-05-11 05:35:15.703961
Duration0.5 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

기준_날짜
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
20240506
10000 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row20240506
2nd row20240506
3rd row20240506
4th row20240506
5th row20240506

Common Values

ValueCountFrequency (%)
20240506 10000
100.0%

Length

2024-05-11T05:35:15.910245image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T05:35:16.532467image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
20240506 10000
100.0%

노선_ID
Real number (ℝ)

Distinct1059
Distinct (%)10.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.6561291 × 108
Minimum1.0010008 × 108
Maximum2.41461 × 108
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-11T05:35:16.812238image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1.0010008 × 108
5-th percentile1.0010014 × 108
Q11.0010051 × 108
median1.6500042 × 108
Q32.2700004 × 108
95-th percentile2.3800002 × 108
Maximum2.41461 × 108
Range1.4136093 × 108
Interquartile range (IQR)1.2689952 × 108

Descriptive statistics

Standard deviation59581380
Coefficient of variation (CV)0.3597629
Kurtosis-1.8780933
Mean1.6561291 × 108
Median Absolute Deviation (MAD)64899809
Skewness-0.0071975158
Sum1.6561291 × 1012
Variance3.5499408 × 1015
MonotonicityNot monotonic
2024-05-11T05:35:17.237691image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
111000016 33
 
0.3%
222000009 31
 
0.3%
238000015 30
 
0.3%
239000135 30
 
0.3%
222000082 30
 
0.3%
200000010 30
 
0.3%
222000013 29
 
0.3%
210000038 28
 
0.3%
232000025 28
 
0.3%
229000010 27
 
0.3%
Other values (1049) 9704
97.0%
ValueCountFrequency (%)
100100079 11
0.1%
100100080 13
0.1%
100100081 11
0.1%
100100082 16
0.2%
100100083 10
0.1%
100100084 24
0.2%
100100085 9
 
0.1%
100100086 14
0.1%
100100087 15
0.1%
100100088 12
0.1%
ValueCountFrequency (%)
241461005 1
 
< 0.1%
241461002 2
 
< 0.1%
241457013 11
0.1%
241411001 15
0.1%
241409010 6
 
0.1%
241409009 2
 
< 0.1%
241409006 5
 
0.1%
241409004 4
 
< 0.1%
241408002 9
0.1%
241352009 11
0.1%

정류장_ID
Real number (ℝ)

Distinct7140
Distinct (%)72.0%
Missing87
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean1.7092767 × 108
Minimum1 × 108
Maximum9.998 × 108
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-11T05:35:17.715621image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1 × 108
5-th percentile1.0390009 × 108
Q11.1400015 × 108
median1.2400015 × 108
Q32.2200062 × 108
95-th percentile2.7710332 × 108
Maximum9.998 × 108
Range8.998 × 108
Interquartile range (IQR)1.0800047 × 108

Descriptive statistics

Standard deviation70262977
Coefficient of variation (CV)0.41106847
Kurtosis34.489635
Mean1.7092767 × 108
Median Absolute Deviation (MAD)23999753
Skewness3.2784002
Sum1.694406 × 1012
Variance4.9368859 × 1015
MonotonicityNot monotonic
2024-05-11T05:35:18.156253image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
121000220 16
 
0.2%
277104178 13
 
0.1%
277104177 13
 
0.1%
277103387 13
 
0.1%
277103390 13
 
0.1%
277103386 11
 
0.1%
277102911 11
 
0.1%
277103443 11
 
0.1%
277103678 10
 
0.1%
277103150 10
 
0.1%
Other values (7130) 9792
97.9%
(Missing) 87
 
0.9%
ValueCountFrequency (%)
100000001 2
< 0.1%
100000002 1
< 0.1%
100000005 1
< 0.1%
100000006 2
< 0.1%
100000020 1
< 0.1%
100000022 1
< 0.1%
100000023 1
< 0.1%
100000025 2
< 0.1%
100000030 1
< 0.1%
100000031 1
< 0.1%
ValueCountFrequency (%)
999800001 1
 
< 0.1%
999033574 1
 
< 0.1%
998502269 1
 
< 0.1%
998502062 1
 
< 0.1%
998501976 1
 
< 0.1%
998501975 2
< 0.1%
998501974 2
< 0.1%
998501932 1
 
< 0.1%
998501931 3
< 0.1%
998001700 1
 
< 0.1%

버스운행횟수_일
Real number (ℝ)

MISSING 

Distinct180
Distinct (%)1.8%
Missing143
Missing (%)1.4%
Infinite0
Infinite (%)0.0%
Mean53.147915
Minimum1
Maximum283
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-11T05:35:18.546012image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile6
Q124
median48
Q378
95-th percentile113
Maximum283
Range282
Interquartile range (IQR)54

Descriptive statistics

Standard deviation34.91396
Coefficient of variation (CV)0.6569206
Kurtosis0.50202486
Mean53.147915
Median Absolute Deviation (MAD)26
Skewness0.71713544
Sum523879
Variance1218.9846
MonotonicityNot monotonic
2024-05-11T05:35:18.920977image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
8 207
 
2.1%
72 200
 
2.0%
80 193
 
1.9%
20 193
 
1.9%
16 192
 
1.9%
12 174
 
1.7%
24 171
 
1.7%
32 165
 
1.7%
64 165
 
1.7%
84 160
 
1.6%
Other values (170) 8037
80.4%
ValueCountFrequency (%)
1 40
 
0.4%
2 40
 
0.4%
3 69
 
0.7%
4 158
1.6%
5 134
1.3%
6 97
1.0%
7 45
 
0.4%
8 207
2.1%
9 96
1.0%
10 75
 
0.8%
ValueCountFrequency (%)
283 1
 
< 0.1%
279 1
 
< 0.1%
227 1
 
< 0.1%
218 1
 
< 0.1%
209 2
< 0.1%
204 1
 
< 0.1%
200 2
< 0.1%
189 1
 
< 0.1%
186 4
< 0.1%
185 2
< 0.1%

버스운행횟수_00시
Real number (ℝ)

MISSING 

Distinct10
Distinct (%)0.2%
Missing5696
Missing (%)57.0%
Infinite0
Infinite (%)0.0%
Mean2.1431227
Minimum1
Maximum10
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-11T05:35:19.258460image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q11
median2
Q33
95-th percentile5
Maximum10
Range9
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.3848082
Coefficient of variation (CV)0.64616377
Kurtosis2.7192103
Mean2.1431227
Median Absolute Deviation (MAD)1
Skewness1.5160618
Sum9224
Variance1.9176938
MonotonicityNot monotonic
2024-05-11T05:35:19.613548image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
1 1859
 
18.6%
2 1131
 
11.3%
3 659
 
6.6%
4 357
 
3.6%
5 169
 
1.7%
6 84
 
0.8%
7 23
 
0.2%
8 13
 
0.1%
9 6
 
0.1%
10 3
 
< 0.1%
(Missing) 5696
57.0%
ValueCountFrequency (%)
1 1859
18.6%
2 1131
11.3%
3 659
 
6.6%
4 357
 
3.6%
5 169
 
1.7%
6 84
 
0.8%
7 23
 
0.2%
8 13
 
0.1%
9 6
 
0.1%
10 3
 
< 0.1%
ValueCountFrequency (%)
10 3
 
< 0.1%
9 6
 
0.1%
8 13
 
0.1%
7 23
 
0.2%
6 84
 
0.8%
5 169
 
1.7%
4 357
 
3.6%
3 659
 
6.6%
2 1131
11.3%
1 1859
18.6%

버스운행횟수_01시
Real number (ℝ)

MISSING 

Distinct10
Distinct (%)0.8%
Missing8761
Missing (%)87.6%
Infinite0
Infinite (%)0.0%
Mean1.8175948
Minimum1
Maximum11
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-11T05:35:19.964057image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q11
median1
Q32
95-th percentile4
Maximum11
Range10
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.126411
Coefficient of variation (CV)0.6197261
Kurtosis11.966205
Mean1.8175948
Median Absolute Deviation (MAD)0
Skewness2.5672881
Sum2252
Variance1.2688016
MonotonicityNot monotonic
2024-05-11T05:35:20.411395image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
1 621
 
6.2%
2 363
 
3.6%
3 179
 
1.8%
4 54
 
0.5%
7 7
 
0.1%
5 6
 
0.1%
6 3
 
< 0.1%
8 3
 
< 0.1%
11 2
 
< 0.1%
9 1
 
< 0.1%
(Missing) 8761
87.6%
ValueCountFrequency (%)
1 621
6.2%
2 363
3.6%
3 179
 
1.8%
4 54
 
0.5%
5 6
 
0.1%
6 3
 
< 0.1%
7 7
 
0.1%
8 3
 
< 0.1%
9 1
 
< 0.1%
11 2
 
< 0.1%
ValueCountFrequency (%)
11 2
 
< 0.1%
9 1
 
< 0.1%
8 3
 
< 0.1%
7 7
 
0.1%
6 3
 
< 0.1%
5 6
 
0.1%
4 54
 
0.5%
3 179
 
1.8%
2 363
3.6%
1 621
6.2%

버스운행횟수_02시
Real number (ℝ)

MISSING 

Distinct6
Distinct (%)1.3%
Missing9522
Missing (%)95.2%
Infinite0
Infinite (%)0.0%
Mean2.0083682
Minimum1
Maximum6
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-11T05:35:20.747371image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q11
median2
Q33
95-th percentile4
Maximum6
Range5
Interquartile range (IQR)2

Descriptive statistics

Standard deviation0.92481119
Coefficient of variation (CV)0.46047891
Kurtosis-0.047063047
Mean2.0083682
Median Absolute Deviation (MAD)1
Skewness0.62217077
Sum960
Variance0.85527574
MonotonicityNot monotonic
2024-05-11T05:35:21.124130image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
2 171
 
1.7%
1 167
 
1.7%
3 112
 
1.1%
4 26
 
0.3%
6 1
 
< 0.1%
5 1
 
< 0.1%
(Missing) 9522
95.2%
ValueCountFrequency (%)
1 167
1.7%
2 171
1.7%
3 112
1.1%
4 26
 
0.3%
5 1
 
< 0.1%
6 1
 
< 0.1%
ValueCountFrequency (%)
6 1
 
< 0.1%
5 1
 
< 0.1%
4 26
 
0.3%
3 112
1.1%
2 171
1.7%
1 167
1.7%

버스운행횟수_03시
Categorical

IMBALANCE 

Distinct6
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
<NA>
9628 
2
 
136
1
 
118
3
 
103
4
 
14

Length

Max length4
Median length4
Mean length3.8884
Min length1

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 9628
96.3%
2 136
 
1.4%
1 118
 
1.2%
3 103
 
1.0%
4 14
 
0.1%
5 1
 
< 0.1%

Length

2024-05-11T05:35:21.538735image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T05:35:21.860739image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 9628
96.3%
2 136
 
1.4%
1 118
 
1.2%
3 103
 
1.0%
4 14
 
0.1%
5 1
 
< 0.1%

버스운행횟수_04시
Real number (ℝ)

MISSING 

Distinct9
Distinct (%)0.5%
Missing8224
Missing (%)82.2%
Infinite0
Infinite (%)0.0%
Mean2.1824324
Minimum1
Maximum13
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-11T05:35:22.079019image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q11
median2
Q33
95-th percentile5
Maximum13
Range12
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.3967552
Coefficient of variation (CV)0.63999927
Kurtosis4.7818506
Mean2.1824324
Median Absolute Deviation (MAD)1
Skewness1.6459085
Sum3876
Variance1.950925
MonotonicityNot monotonic
2024-05-11T05:35:22.395434image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
1 732
 
7.3%
2 480
 
4.8%
3 290
 
2.9%
4 138
 
1.4%
5 84
 
0.8%
6 37
 
0.4%
7 10
 
0.1%
8 3
 
< 0.1%
13 2
 
< 0.1%
(Missing) 8224
82.2%
ValueCountFrequency (%)
1 732
7.3%
2 480
4.8%
3 290
 
2.9%
4 138
 
1.4%
5 84
 
0.8%
6 37
 
0.4%
7 10
 
0.1%
8 3
 
< 0.1%
13 2
 
< 0.1%
ValueCountFrequency (%)
13 2
 
< 0.1%
8 3
 
< 0.1%
7 10
 
0.1%
6 37
 
0.4%
5 84
 
0.8%
4 138
 
1.4%
3 290
 
2.9%
2 480
4.8%
1 732
7.3%

버스운행횟수_05시
Real number (ℝ)

MISSING 

Distinct12
Distinct (%)0.2%
Missing4864
Missing (%)48.6%
Infinite0
Infinite (%)0.0%
Mean2.7683022
Minimum1
Maximum12
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-11T05:35:22.663533image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q11
median2
Q34
95-th percentile6
Maximum12
Range11
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.8086818
Coefficient of variation (CV)0.6533542
Kurtosis0.84607473
Mean2.7683022
Median Absolute Deviation (MAD)1
Skewness1.05108
Sum14218
Variance3.27133
MonotonicityNot monotonic
2024-05-11T05:35:23.167836image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
1 1656
 
16.6%
2 1141
 
11.4%
3 788
 
7.9%
4 623
 
6.2%
5 454
 
4.5%
6 292
 
2.9%
7 107
 
1.1%
8 46
 
0.5%
9 14
 
0.1%
10 9
 
0.1%
Other values (2) 6
 
0.1%
(Missing) 4864
48.6%
ValueCountFrequency (%)
1 1656
16.6%
2 1141
11.4%
3 788
7.9%
4 623
 
6.2%
5 454
 
4.5%
6 292
 
2.9%
7 107
 
1.1%
8 46
 
0.5%
9 14
 
0.1%
10 9
 
0.1%
ValueCountFrequency (%)
12 3
 
< 0.1%
11 3
 
< 0.1%
10 9
 
0.1%
9 14
 
0.1%
8 46
 
0.5%
7 107
 
1.1%
6 292
 
2.9%
5 454
4.5%
4 623
6.2%
3 788
7.9%

버스운행횟수_06시
Real number (ℝ)

MISSING 

Distinct15
Distinct (%)0.2%
Missing2099
Missing (%)21.0%
Infinite0
Infinite (%)0.0%
Mean3.3414758
Minimum1
Maximum17
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-11T05:35:23.500734image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q35
95-th percentile7
Maximum17
Range16
Interquartile range (IQR)3

Descriptive statistics

Standard deviation2.0199855
Coefficient of variation (CV)0.60451899
Kurtosis0.82592576
Mean3.3414758
Median Absolute Deviation (MAD)1
Skewness0.87981271
Sum26401
Variance4.0803416
MonotonicityNot monotonic
2024-05-11T05:35:23.905395image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
1 1710
17.1%
2 1552
15.5%
3 1335
13.4%
4 1189
11.9%
5 902
9.0%
6 655
 
6.6%
7 289
 
2.9%
8 158
 
1.6%
9 60
 
0.6%
10 29
 
0.3%
Other values (5) 22
 
0.2%
(Missing) 2099
21.0%
ValueCountFrequency (%)
1 1710
17.1%
2 1552
15.5%
3 1335
13.4%
4 1189
11.9%
5 902
9.0%
6 655
 
6.6%
7 289
 
2.9%
8 158
 
1.6%
9 60
 
0.6%
10 29
 
0.3%
ValueCountFrequency (%)
17 1
 
< 0.1%
14 1
 
< 0.1%
13 7
 
0.1%
12 4
 
< 0.1%
11 9
 
0.1%
10 29
 
0.3%
9 60
 
0.6%
8 158
 
1.6%
7 289
2.9%
6 655
6.6%

버스운행횟수_07시
Real number (ℝ)

MISSING 

Distinct16
Distinct (%)0.2%
Missing1347
Missing (%)13.5%
Infinite0
Infinite (%)0.0%
Mean3.4072576
Minimum1
Maximum17
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-11T05:35:24.271790image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q35
95-th percentile7
Maximum17
Range16
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.9859895
Coefficient of variation (CV)0.58287038
Kurtosis1.1665354
Mean3.4072576
Median Absolute Deviation (MAD)1
Skewness0.89909145
Sum29483
Variance3.9441544
MonotonicityNot monotonic
2024-05-11T05:35:24.738585image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
2 1738
17.4%
1 1640
16.4%
3 1492
14.9%
4 1451
14.5%
5 1030
10.3%
6 713
7.1%
7 300
 
3.0%
8 167
 
1.7%
9 63
 
0.6%
10 29
 
0.3%
Other values (6) 30
 
0.3%
(Missing) 1347
13.5%
ValueCountFrequency (%)
1 1640
16.4%
2 1738
17.4%
3 1492
14.9%
4 1451
14.5%
5 1030
10.3%
6 713
7.1%
7 300
 
3.0%
8 167
 
1.7%
9 63
 
0.6%
10 29
 
0.3%
ValueCountFrequency (%)
17 1
 
< 0.1%
16 1
 
< 0.1%
15 1
 
< 0.1%
13 8
 
0.1%
12 5
 
0.1%
11 14
 
0.1%
10 29
 
0.3%
9 63
 
0.6%
8 167
1.7%
7 300
3.0%

버스운행횟수_08시
Real number (ℝ)

MISSING 

Distinct14
Distinct (%)0.2%
Missing1283
Missing (%)12.8%
Infinite0
Infinite (%)0.0%
Mean3.3386486
Minimum1
Maximum15
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-11T05:35:25.014300image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q35
95-th percentile7
Maximum15
Range14
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.9113652
Coefficient of variation (CV)0.57249666
Kurtosis1.0439126
Mean3.3386486
Median Absolute Deviation (MAD)1
Skewness0.8909925
Sum29103
Variance3.6533168
MonotonicityNot monotonic
2024-05-11T05:35:25.241989image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=14)
ValueCountFrequency (%)
2 1808
18.1%
1 1622
16.2%
3 1598
16.0%
4 1499
15.0%
5 1046
10.5%
6 628
 
6.3%
7 264
 
2.6%
8 134
 
1.3%
9 62
 
0.6%
10 34
 
0.3%
Other values (4) 22
 
0.2%
(Missing) 1283
12.8%
ValueCountFrequency (%)
1 1622
16.2%
2 1808
18.1%
3 1598
16.0%
4 1499
15.0%
5 1046
10.5%
6 628
 
6.3%
7 264
 
2.6%
8 134
 
1.3%
9 62
 
0.6%
10 34
 
0.3%
ValueCountFrequency (%)
15 3
 
< 0.1%
14 1
 
< 0.1%
12 2
 
< 0.1%
11 16
 
0.2%
10 34
 
0.3%
9 62
 
0.6%
8 134
 
1.3%
7 264
 
2.6%
6 628
6.3%
5 1046
10.5%

버스운행횟수_09시
Real number (ℝ)

MISSING 

Distinct14
Distinct (%)0.2%
Missing1296
Missing (%)13.0%
Infinite0
Infinite (%)0.0%
Mean3.2294347
Minimum1
Maximum18
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-11T05:35:25.472493image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile7
Maximum18
Range17
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.8429309
Coefficient of variation (CV)0.5706667
Kurtosis1.1555001
Mean3.2294347
Median Absolute Deviation (MAD)1
Skewness0.87687042
Sum28109
Variance3.3963942
MonotonicityNot monotonic
2024-05-11T05:35:25.863939image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=14)
ValueCountFrequency (%)
2 1896
19.0%
1 1720
17.2%
4 1562
15.6%
3 1534
15.3%
5 977
9.8%
6 575
 
5.8%
7 250
 
2.5%
8 115
 
1.1%
9 38
 
0.4%
10 21
 
0.2%
Other values (4) 16
 
0.2%
(Missing) 1296
13.0%
ValueCountFrequency (%)
1 1720
17.2%
2 1896
19.0%
3 1534
15.3%
4 1562
15.6%
5 977
9.8%
6 575
 
5.8%
7 250
 
2.5%
8 115
 
1.1%
9 38
 
0.4%
10 21
 
0.2%
ValueCountFrequency (%)
18 1
 
< 0.1%
16 1
 
< 0.1%
12 2
 
< 0.1%
11 12
 
0.1%
10 21
 
0.2%
9 38
 
0.4%
8 115
 
1.1%
7 250
 
2.5%
6 575
5.8%
5 977
9.8%

버스운행횟수_10시
Real number (ℝ)

MISSING 

Distinct15
Distinct (%)0.2%
Missing1272
Missing (%)12.7%
Infinite0
Infinite (%)0.0%
Mean3.1600596
Minimum1
Maximum16
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-11T05:35:26.162183image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile6
Maximum16
Range15
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.7870919
Coefficient of variation (CV)0.56552474
Kurtosis1.0263497
Mean3.1600596
Median Absolute Deviation (MAD)1
Skewness0.86803761
Sum27581
Variance3.1936973
MonotonicityNot monotonic
2024-05-11T05:35:26.458225image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
2 1870
18.7%
1 1774
17.7%
3 1699
17.0%
4 1512
15.1%
5 982
9.8%
6 517
 
5.2%
7 194
 
1.9%
8 116
 
1.2%
9 39
 
0.4%
10 14
 
0.1%
Other values (5) 11
 
0.1%
(Missing) 1272
12.7%
ValueCountFrequency (%)
1 1774
17.7%
2 1870
18.7%
3 1699
17.0%
4 1512
15.1%
5 982
9.8%
6 517
 
5.2%
7 194
 
1.9%
8 116
 
1.2%
9 39
 
0.4%
10 14
 
0.1%
ValueCountFrequency (%)
16 1
 
< 0.1%
15 1
 
< 0.1%
13 1
 
< 0.1%
12 1
 
< 0.1%
11 7
 
0.1%
10 14
 
0.1%
9 39
 
0.4%
8 116
 
1.2%
7 194
 
1.9%
6 517
5.2%

버스운행횟수_11시
Real number (ℝ)

MISSING 

Distinct16
Distinct (%)0.2%
Missing1342
Missing (%)13.4%
Infinite0
Infinite (%)0.0%
Mean3.0904366
Minimum1
Maximum17
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-11T05:35:26.818852image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile6
Maximum17
Range16
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.7548161
Coefficient of variation (CV)0.56782142
Kurtosis1.5121233
Mean3.0904366
Median Absolute Deviation (MAD)1
Skewness0.93035102
Sum26757
Variance3.0793795
MonotonicityNot monotonic
2024-05-11T05:35:27.215322image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
2 1912
19.1%
1 1834
18.3%
3 1627
16.3%
4 1602
16.0%
5 888
8.9%
6 444
 
4.4%
7 209
 
2.1%
8 89
 
0.9%
9 28
 
0.3%
10 14
 
0.1%
Other values (6) 11
 
0.1%
(Missing) 1342
13.4%
ValueCountFrequency (%)
1 1834
18.3%
2 1912
19.1%
3 1627
16.3%
4 1602
16.0%
5 888
8.9%
6 444
 
4.4%
7 209
 
2.1%
8 89
 
0.9%
9 28
 
0.3%
10 14
 
0.1%
ValueCountFrequency (%)
17 1
 
< 0.1%
16 1
 
< 0.1%
14 1
 
< 0.1%
13 1
 
< 0.1%
12 2
 
< 0.1%
11 5
 
0.1%
10 14
 
0.1%
9 28
 
0.3%
8 89
0.9%
7 209
2.1%

버스운행횟수_12시
Real number (ℝ)

MISSING 

Distinct15
Distinct (%)0.2%
Missing1248
Missing (%)12.5%
Infinite0
Infinite (%)0.0%
Mean3.1390539
Minimum1
Maximum20
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-11T05:35:27.535097image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile6
Maximum20
Range19
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.7911708
Coefficient of variation (CV)0.57060849
Kurtosis1.9693523
Mean3.1390539
Median Absolute Deviation (MAD)1
Skewness0.99921074
Sum27473
Variance3.2082929
MonotonicityNot monotonic
2024-05-11T05:35:27.833946image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
2 1912
19.1%
1 1785
17.8%
3 1688
16.9%
4 1600
16.0%
5 921
9.2%
6 453
 
4.5%
7 211
 
2.1%
8 103
 
1.0%
9 45
 
0.4%
10 21
 
0.2%
Other values (5) 13
 
0.1%
(Missing) 1248
12.5%
ValueCountFrequency (%)
1 1785
17.8%
2 1912
19.1%
3 1688
16.9%
4 1600
16.0%
5 921
9.2%
6 453
 
4.5%
7 211
 
2.1%
8 103
 
1.0%
9 45
 
0.4%
10 21
 
0.2%
ValueCountFrequency (%)
20 1
 
< 0.1%
16 1
 
< 0.1%
13 1
 
< 0.1%
12 2
 
< 0.1%
11 8
 
0.1%
10 21
 
0.2%
9 45
 
0.4%
8 103
 
1.0%
7 211
2.1%
6 453
4.5%

버스운행횟수_13시
Real number (ℝ)

MISSING 

Distinct15
Distinct (%)0.2%
Missing1322
Missing (%)13.2%
Infinite0
Infinite (%)0.0%
Mean3.2105324
Minimum1
Maximum16
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-11T05:35:28.162367image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile7
Maximum16
Range15
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.8525936
Coefficient of variation (CV)0.57703625
Kurtosis1.3124901
Mean3.2105324
Median Absolute Deviation (MAD)1
Skewness0.94747195
Sum27861
Variance3.432103
MonotonicityNot monotonic
2024-05-11T05:35:28.401023image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
2 1853
18.5%
1 1750
17.5%
3 1625
16.2%
4 1513
15.1%
5 975
9.8%
6 513
 
5.1%
7 235
 
2.4%
8 125
 
1.2%
9 52
 
0.5%
10 17
 
0.2%
Other values (5) 20
 
0.2%
(Missing) 1322
13.2%
ValueCountFrequency (%)
1 1750
17.5%
2 1853
18.5%
3 1625
16.2%
4 1513
15.1%
5 975
9.8%
6 513
 
5.1%
7 235
 
2.4%
8 125
 
1.2%
9 52
 
0.5%
10 17
 
0.2%
ValueCountFrequency (%)
16 1
 
< 0.1%
14 2
 
< 0.1%
13 3
 
< 0.1%
12 5
 
0.1%
11 9
 
0.1%
10 17
 
0.2%
9 52
 
0.5%
8 125
 
1.2%
7 235
2.4%
6 513
5.1%

버스운행횟수_14시
Real number (ℝ)

MISSING 

Distinct15
Distinct (%)0.2%
Missing1217
Missing (%)12.2%
Infinite0
Infinite (%)0.0%
Mean3.1834225
Minimum1
Maximum20
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-11T05:35:28.636487image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile7
Maximum20
Range19
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.8492339
Coefficient of variation (CV)0.58089489
Kurtosis1.8790881
Mean3.1834225
Median Absolute Deviation (MAD)1
Skewness1.0274988
Sum27960
Variance3.4196659
MonotonicityNot monotonic
2024-05-11T05:35:28.865344image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
2 1970
19.7%
1 1754
17.5%
3 1686
16.9%
4 1472
14.7%
5 943
9.4%
6 485
 
4.9%
7 250
 
2.5%
8 142
 
1.4%
9 36
 
0.4%
10 34
 
0.3%
Other values (5) 11
 
0.1%
(Missing) 1217
12.2%
ValueCountFrequency (%)
1 1754
17.5%
2 1970
19.7%
3 1686
16.9%
4 1472
14.7%
5 943
9.4%
6 485
 
4.9%
7 250
 
2.5%
8 142
 
1.4%
9 36
 
0.4%
10 34
 
0.3%
ValueCountFrequency (%)
20 1
 
< 0.1%
16 1
 
< 0.1%
14 2
 
< 0.1%
13 2
 
< 0.1%
11 5
 
0.1%
10 34
 
0.3%
9 36
 
0.4%
8 142
 
1.4%
7 250
2.5%
6 485
4.9%

버스운행횟수_15시
Real number (ℝ)

MISSING 

Distinct15
Distinct (%)0.2%
Missing1236
Missing (%)12.4%
Infinite0
Infinite (%)0.0%
Mean3.1364674
Minimum1
Maximum16
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-11T05:35:29.105641image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile7
Maximum16
Range15
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.83157
Coefficient of variation (CV)0.58395951
Kurtosis1.6820743
Mean3.1364674
Median Absolute Deviation (MAD)1
Skewness1.0136103
Sum27488
Variance3.3546485
MonotonicityNot monotonic
2024-05-11T05:35:29.376116image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
1 1876
18.8%
2 1874
18.7%
3 1698
17.0%
4 1505
15.0%
5 905
9.0%
6 459
 
4.6%
7 261
 
2.6%
8 115
 
1.1%
9 35
 
0.4%
10 15
 
0.1%
Other values (5) 21
 
0.2%
(Missing) 1236
12.4%
ValueCountFrequency (%)
1 1876
18.8%
2 1874
18.7%
3 1698
17.0%
4 1505
15.0%
5 905
9.0%
6 459
 
4.6%
7 261
 
2.6%
8 115
 
1.1%
9 35
 
0.4%
10 15
 
0.1%
ValueCountFrequency (%)
16 1
 
< 0.1%
15 3
 
< 0.1%
13 2
 
< 0.1%
12 7
 
0.1%
11 8
 
0.1%
10 15
 
0.1%
9 35
 
0.4%
8 115
 
1.1%
7 261
2.6%
6 459
4.6%

버스운행횟수_16시
Real number (ℝ)

MISSING 

Distinct14
Distinct (%)0.2%
Missing1258
Missing (%)12.6%
Infinite0
Infinite (%)0.0%
Mean3.0974605
Minimum1
Maximum16
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-11T05:35:29.604878image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile6
Maximum16
Range15
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.7199863
Coefficient of variation (CV)0.55528919
Kurtosis1.3299982
Mean3.0974605
Median Absolute Deviation (MAD)1
Skewness0.91625979
Sum27078
Variance2.958353
MonotonicityNot monotonic
2024-05-11T05:35:29.826126image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=14)
ValueCountFrequency (%)
2 1937
19.4%
3 1809
18.1%
1 1738
17.4%
4 1611
16.1%
5 878
8.8%
6 408
 
4.1%
7 234
 
2.3%
8 79
 
0.8%
9 18
 
0.2%
10 15
 
0.1%
Other values (4) 15
 
0.1%
(Missing) 1258
12.6%
ValueCountFrequency (%)
1 1738
17.4%
2 1937
19.4%
3 1809
18.1%
4 1611
16.1%
5 878
8.8%
6 408
 
4.1%
7 234
 
2.3%
8 79
 
0.8%
9 18
 
0.2%
10 15
 
0.1%
ValueCountFrequency (%)
16 1
 
< 0.1%
14 1
 
< 0.1%
12 2
 
< 0.1%
11 11
 
0.1%
10 15
 
0.1%
9 18
 
0.2%
8 79
 
0.8%
7 234
 
2.3%
6 408
4.1%
5 878
8.8%

버스운행횟수_17시
Real number (ℝ)

MISSING 

Distinct15
Distinct (%)0.2%
Missing1249
Missing (%)12.5%
Infinite0
Infinite (%)0.0%
Mean3.1247857
Minimum1
Maximum16
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-11T05:35:30.044969image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile6
Maximum16
Range15
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.7299293
Coefficient of variation (CV)0.55361533
Kurtosis1.6472932
Mean3.1247857
Median Absolute Deviation (MAD)1
Skewness0.93259004
Sum27345
Variance2.9926553
MonotonicityNot monotonic
2024-05-11T05:35:30.485951image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
2 1943
19.4%
1 1711
17.1%
4 1703
17.0%
3 1701
17.0%
5 918
9.2%
6 440
 
4.4%
7 192
 
1.9%
8 94
 
0.9%
9 19
 
0.2%
10 14
 
0.1%
Other values (5) 16
 
0.2%
(Missing) 1249
12.5%
ValueCountFrequency (%)
1 1711
17.1%
2 1943
19.4%
3 1701
17.0%
4 1703
17.0%
5 918
9.2%
6 440
 
4.4%
7 192
 
1.9%
8 94
 
0.9%
9 19
 
0.2%
10 14
 
0.1%
ValueCountFrequency (%)
16 1
 
< 0.1%
15 1
 
< 0.1%
14 2
 
< 0.1%
12 5
 
0.1%
11 7
 
0.1%
10 14
 
0.1%
9 19
 
0.2%
8 94
 
0.9%
7 192
1.9%
6 440
4.4%

버스운행횟수_18시
Real number (ℝ)

MISSING 

Distinct16
Distinct (%)0.2%
Missing1198
Missing (%)12.0%
Infinite0
Infinite (%)0.0%
Mean3.1898432
Minimum1
Maximum17
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-11T05:35:30.835049image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile6
Maximum17
Range16
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.7580555
Coefficient of variation (CV)0.55114167
Kurtosis1.7316369
Mean3.1898432
Median Absolute Deviation (MAD)1
Skewness0.94589573
Sum28077
Variance3.0907592
MonotonicityNot monotonic
2024-05-11T05:35:31.204651image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
2 1915
19.1%
3 1767
17.7%
4 1678
16.8%
1 1624
16.2%
5 973
9.7%
6 475
 
4.8%
7 202
 
2.0%
8 104
 
1.0%
9 29
 
0.3%
10 19
 
0.2%
Other values (6) 16
 
0.2%
(Missing) 1198
12.0%
ValueCountFrequency (%)
1 1624
16.2%
2 1915
19.1%
3 1767
17.7%
4 1678
16.8%
5 973
9.7%
6 475
 
4.8%
7 202
 
2.0%
8 104
 
1.0%
9 29
 
0.3%
10 19
 
0.2%
ValueCountFrequency (%)
17 1
 
< 0.1%
15 1
 
< 0.1%
14 2
 
< 0.1%
13 2
 
< 0.1%
12 2
 
< 0.1%
11 8
 
0.1%
10 19
 
0.2%
9 29
 
0.3%
8 104
1.0%
7 202
2.0%

버스운행횟수_19시
Real number (ℝ)

MISSING 

Distinct16
Distinct (%)0.2%
Missing1203
Missing (%)12.0%
Infinite0
Infinite (%)0.0%
Mean3.1736956
Minimum1
Maximum16
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-11T05:35:31.580840image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile6
Maximum16
Range15
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.7892799
Coefficient of variation (CV)0.56378436
Kurtosis1.3976193
Mean3.1736956
Median Absolute Deviation (MAD)1
Skewness0.93346121
Sum27919
Variance3.2015226
MonotonicityNot monotonic
2024-05-11T05:35:31.969881image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
2 1865
18.6%
3 1775
17.8%
1 1736
17.4%
4 1601
16.0%
5 915
9.2%
6 497
 
5.0%
7 232
 
2.3%
8 112
 
1.1%
9 26
 
0.3%
10 24
 
0.2%
Other values (6) 14
 
0.1%
(Missing) 1203
12.0%
ValueCountFrequency (%)
1 1736
17.4%
2 1865
18.6%
3 1775
17.8%
4 1601
16.0%
5 915
9.2%
6 497
 
5.0%
7 232
 
2.3%
8 112
 
1.1%
9 26
 
0.3%
10 24
 
0.2%
ValueCountFrequency (%)
16 1
 
< 0.1%
15 1
 
< 0.1%
14 1
 
< 0.1%
13 1
 
< 0.1%
12 5
 
0.1%
11 5
 
0.1%
10 24
 
0.2%
9 26
 
0.3%
8 112
1.1%
7 232
2.3%

버스운행횟수_20시
Real number (ℝ)

MISSING 

Distinct16
Distinct (%)0.2%
Missing1249
Missing (%)12.5%
Infinite0
Infinite (%)0.0%
Mean3.1599817
Minimum1
Maximum18
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-11T05:35:32.289522image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile6
Maximum18
Range17
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.787577
Coefficient of variation (CV)0.56569219
Kurtosis1.5841678
Mean3.1599817
Median Absolute Deviation (MAD)1
Skewness0.94243691
Sum27653
Variance3.1954315
MonotonicityNot monotonic
2024-05-11T05:35:32.726205image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
2 1903
19.0%
1 1749
17.5%
3 1682
16.8%
4 1612
16.1%
5 933
9.3%
6 460
 
4.6%
7 237
 
2.4%
8 121
 
1.2%
9 23
 
0.2%
10 18
 
0.2%
Other values (6) 13
 
0.1%
(Missing) 1249
12.5%
ValueCountFrequency (%)
1 1749
17.5%
2 1903
19.0%
3 1682
16.8%
4 1612
16.1%
5 933
9.3%
6 460
 
4.6%
7 237
 
2.4%
8 121
 
1.2%
9 23
 
0.2%
10 18
 
0.2%
ValueCountFrequency (%)
18 1
 
< 0.1%
15 1
 
< 0.1%
14 2
 
< 0.1%
13 1
 
< 0.1%
12 3
 
< 0.1%
11 5
 
0.1%
10 18
 
0.2%
9 23
 
0.2%
8 121
1.2%
7 237
2.4%

버스운행횟수_21시
Real number (ℝ)

MISSING 

Distinct14
Distinct (%)0.2%
Missing1334
Missing (%)13.3%
Infinite0
Infinite (%)0.0%
Mean3.1749365
Minimum1
Maximum15
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-11T05:35:32.943871image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile7
Maximum15
Range14
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.8128475
Coefficient of variation (CV)0.57098701
Kurtosis1.0876642
Mean3.1749365
Median Absolute Deviation (MAD)1
Skewness0.9006152
Sum27514
Variance3.2864162
MonotonicityNot monotonic
2024-05-11T05:35:33.219030image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=14)
ValueCountFrequency (%)
2 1868
18.7%
1 1757
17.6%
3 1661
16.6%
4 1529
15.3%
5 927
9.3%
6 483
 
4.8%
7 259
 
2.6%
8 122
 
1.2%
9 33
 
0.3%
10 11
 
0.1%
Other values (4) 16
 
0.2%
(Missing) 1334
13.3%
ValueCountFrequency (%)
1 1757
17.6%
2 1868
18.7%
3 1661
16.6%
4 1529
15.3%
5 927
9.3%
6 483
 
4.8%
7 259
 
2.6%
8 122
 
1.2%
9 33
 
0.3%
10 11
 
0.1%
ValueCountFrequency (%)
15 2
 
< 0.1%
13 2
 
< 0.1%
12 5
 
0.1%
11 7
 
0.1%
10 11
 
0.1%
9 33
 
0.3%
8 122
 
1.2%
7 259
 
2.6%
6 483
4.8%
5 927
9.3%

버스운행횟수_22시
Real number (ℝ)

MISSING 

Distinct15
Distinct (%)0.2%
Missing1506
Missing (%)15.1%
Infinite0
Infinite (%)0.0%
Mean3.2027313
Minimum1
Maximum16
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-11T05:35:33.565820image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile7
Maximum16
Range15
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.8288637
Coefficient of variation (CV)0.5710325
Kurtosis1.037464
Mean3.2027313
Median Absolute Deviation (MAD)1
Skewness0.89650027
Sum27204
Variance3.3447423
MonotonicityNot monotonic
2024-05-11T05:35:33.946370image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
2 1837
18.4%
1 1687
16.9%
3 1607
16.1%
4 1508
15.1%
5 900
9.0%
6 517
 
5.2%
7 255
 
2.5%
8 101
 
1.0%
9 52
 
0.5%
10 17
 
0.2%
Other values (5) 13
 
0.1%
(Missing) 1506
15.1%
ValueCountFrequency (%)
1 1687
16.9%
2 1837
18.4%
3 1607
16.1%
4 1508
15.1%
5 900
9.0%
6 517
 
5.2%
7 255
 
2.5%
8 101
 
1.0%
9 52
 
0.5%
10 17
 
0.2%
ValueCountFrequency (%)
16 1
 
< 0.1%
14 1
 
< 0.1%
13 2
 
< 0.1%
12 2
 
< 0.1%
11 7
 
0.1%
10 17
 
0.2%
9 52
 
0.5%
8 101
 
1.0%
7 255
2.5%
6 517
5.2%

버스운행횟수_23시
Real number (ℝ)

MISSING 

Distinct14
Distinct (%)0.2%
Missing2414
Missing (%)24.1%
Infinite0
Infinite (%)0.0%
Mean2.8451094
Minimum1
Maximum16
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-11T05:35:34.316785image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q11
median2
Q34
95-th percentile6
Maximum16
Range15
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.7942633
Coefficient of variation (CV)0.63064826
Kurtosis1.7589319
Mean2.8451094
Median Absolute Deviation (MAD)1
Skewness1.1385636
Sum21583
Variance3.2193808
MonotonicityNot monotonic
2024-05-11T05:35:34.749353image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=14)
ValueCountFrequency (%)
1 2140
21.4%
2 1775
17.8%
3 1309
13.1%
4 1054
10.5%
5 632
 
6.3%
6 364
 
3.6%
7 182
 
1.8%
8 85
 
0.9%
9 26
 
0.3%
10 7
 
0.1%
Other values (4) 12
 
0.1%
(Missing) 2414
24.1%
ValueCountFrequency (%)
1 2140
21.4%
2 1775
17.8%
3 1309
13.1%
4 1054
10.5%
5 632
 
6.3%
6 364
 
3.6%
7 182
 
1.8%
8 85
 
0.9%
9 26
 
0.3%
10 7
 
0.1%
ValueCountFrequency (%)
16 2
 
< 0.1%
15 1
 
< 0.1%
12 2
 
< 0.1%
11 7
 
0.1%
10 7
 
0.1%
9 26
 
0.3%
8 85
 
0.9%
7 182
 
1.8%
6 364
3.6%
5 632
6.3%

정류장_순서
Real number (ℝ)

Distinct204
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean55.4658
Minimum1
Maximum999
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-05-11T05:35:35.039273image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile4
Q118
median38
Q367
95-th percentile124
Maximum999
Range998
Interquartile range (IQR)49

Descriptive statistics

Standard deviation100.11112
Coefficient of variation (CV)1.8049162
Kurtosis73.651738
Mean55.4658
Median Absolute Deviation (MAD)23
Skewness8.1419331
Sum554658
Variance10022.236
MonotonicityNot monotonic
2024-05-11T05:35:35.436481image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
22 161
 
1.6%
6 155
 
1.6%
12 154
 
1.5%
9 150
 
1.5%
11 150
 
1.5%
15 147
 
1.5%
8 147
 
1.5%
19 146
 
1.5%
4 146
 
1.5%
16 145
 
1.5%
Other values (194) 8499
85.0%
ValueCountFrequency (%)
1 127
1.3%
2 138
1.4%
3 139
1.4%
4 146
1.5%
5 133
1.3%
6 155
1.6%
7 112
1.1%
8 147
1.5%
9 150
1.5%
10 140
1.4%
ValueCountFrequency (%)
999 97
1.0%
227 1
 
< 0.1%
225 1
 
< 0.1%
223 1
 
< 0.1%
222 1
 
< 0.1%
216 1
 
< 0.1%
215 1
 
< 0.1%
214 1
 
< 0.1%
213 2
 
< 0.1%
211 1
 
< 0.1%

Sample

기준_날짜노선_ID정류장_ID버스운행횟수_일버스운행횟수_00시버스운행횟수_01시버스운행횟수_02시버스운행횟수_03시버스운행횟수_04시버스운행횟수_05시버스운행횟수_06시버스운행횟수_07시버스운행횟수_08시버스운행횟수_09시버스운행횟수_10시버스운행횟수_11시버스운행횟수_12시버스운행횟수_13시버스운행횟수_14시버스운행횟수_15시버스운행횟수_16시버스운행횟수_17시버스운행횟수_18시버스운행횟수_19시버스운행횟수_20시버스운행횟수_21시버스운행횟수_22시버스운행횟수_23시정류장_순서
1346720240506232000067116000648502<NA><NA><NA><NA>133333123232232423375
1352202405062410070762771019774<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>11<NA><NA><NA><NA>1<NA><NA><NA>1<NA><NA>25
27513202405062160000262170003362211<NA><NA><NA><NA><NA>1121121111112111189
353962024050620400004610200007016<NA><NA><NA><NA><NA><NA>11121<NA>12<NA><NA>21<NA><NA>1<NA>2135
84312024050623400008222700014532<NA><NA><NA><NA><NA>222222212221222121<NA>48
304972024050621000003427710424943<NA><NA><NA><NA><NA>331313223232232322118
547422024050610010057211800058520<NA><NA><NA><NA><NA>2111112111<NA>21111<NA><NA>237
21518202405062220001112220013198<NA><NA><NA><NA><NA>1<NA><NA>1<NA>1<NA><NA>1<NA>1<NA>1<NA><NA>1<NA><NA>165
395082024050612400001311900030636<NA><NA><NA><NA>223312222222222131<NA><NA>8
4301720240506117000002100000179721211<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>111
기준_날짜노선_ID정류장_ID버스운행횟수_일버스운행횟수_00시버스운행횟수_01시버스운행횟수_02시버스운행횟수_03시버스운행횟수_04시버스운행횟수_05시버스운행횟수_06시버스운행횟수_07시버스운행횟수_08시버스운행횟수_09시버스운행횟수_10시버스운행횟수_11시버스운행횟수_12시버스운행횟수_13시버스운행횟수_14시버스운행횟수_15시버스운행횟수_16시버스운행횟수_17시버스운행횟수_18시버스운행횟수_19시버스운행횟수_20시버스운행횟수_21시버스운행횟수_22시버스운행횟수_23시정류장_순서
323902024050620800000720800006836<NA><NA><NA><NA><NA>123213122222222222122
825920240506234000148228000954543<NA><NA><NA><NA><NA>12432334331443333265
553202024050610010055011600000684<NA><NA><NA><NA>3354444443445446465426
325062024050620800000612200033053<NA><NA><NA><NA><NA><NA>33414233332334324365
503842024050610400001010300000358<NA><NA><NA><NA><NA>434333334333333333123
4136620240506120900006120900022162<NA><NA><NA>1<NA>4101099999999999998668
37250202405062000000102030001353322<NA><NA><NA><NA><NA>21212212212222212169
106632024050623400001320400006319<NA><NA><NA><NA><NA><NA>12111111111111111140
333532024050620700007020700001573532<NA><NA><NA>33243433433435345466
1900320240506227000039227000256211<NA><NA><NA><NA><NA>21111111111111121142