Overview

Dataset statistics

Number of variables25
Number of observations317
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory69.8 KiB
Average record size in memory225.4 B

Variable types

Numeric25

Dataset

Description대구교통공사 수송현황 데이터로, 1997년 11월 ~ 2024년 3월 기간동안의 승차권 종류별, 월별 수송현황 자료를 제공합니다.
Author대구교통공사
URLhttps://www.data.go.kr/data/15061955/fileData.do

Alerts

일반권 has unique valuesUnique
할인권 has unique valuesUnique
기타 has unique valuesUnique
선불카드(일반) has 86 (27.1%) zerosZeros
선불카드(청소년) has 86 (27.1%) zerosZeros
선불카드(어린이) has 107 (33.8%) zerosZeros
선불카드(특수) has 312 (98.4%) zerosZeros
후불카드(일반) has 62 (19.6%) zerosZeros
후불카드(청소년) has 269 (84.9%) zerosZeros
후불카드(어린이) has 269 (84.9%) zerosZeros
아이조아선불(일반) has 262 (82.6%) zerosZeros
아이조아선불(청소년) has 262 (82.6%) zerosZeros
아이조아선불(어린이) has 276 (87.1%) zerosZeros
아이조아후불(일반) has 262 (82.6%) zerosZeros
무임카드(경로자) has 116 (36.6%) zerosZeros
무임카드(장애인) has 116 (36.6%) zerosZeros
무임카드(유공자) has 116 (36.6%) zerosZeros
정액권 has 231 (72.9%) zerosZeros
정기출입권 has 130 (41.0%) zerosZeros
단체권 has 20 (6.3%) zerosZeros

Reproduction

Analysis started2024-04-20 05:11:54.339487
Analysis finished2024-04-20 05:11:54.663820
Duration0.32 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

년
Real number (ℝ)

Distinct28
Distinct (%)8.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2010.5426
Minimum1997
Maximum2024
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.9 KiB
2024-04-20T05:11:54.856175image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1997
5-th percentile1999
Q12004
median2011
Q32017
95-th percentile2022
Maximum2024
Range27
Interquartile range (IQR)13

Descriptive statistics

Standard deviation7.6432884
Coefficient of variation (CV)0.0038016048
Kurtosis-1.1960422
Mean2010.5426
Median Absolute Deviation (MAD)7
Skewness0.00072612495
Sum637342
Variance58.419858
MonotonicityIncreasing
2024-04-20T05:11:55.255461image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=28)
ValueCountFrequency (%)
2011 12
 
3.8%
1998 12
 
3.8%
2022 12
 
3.8%
2021 12
 
3.8%
2020 12
 
3.8%
2019 12
 
3.8%
2018 12
 
3.8%
2017 12
 
3.8%
2016 12
 
3.8%
2015 12
 
3.8%
Other values (18) 197
62.1%
ValueCountFrequency (%)
1997 2
 
0.6%
1998 12
3.8%
1999 12
3.8%
2000 12
3.8%
2001 12
3.8%
2002 12
3.8%
2003 12
3.8%
2004 12
3.8%
2005 12
3.8%
2006 12
3.8%
ValueCountFrequency (%)
2024 3
 
0.9%
2023 12
3.8%
2022 12
3.8%
2021 12
3.8%
2020 12
3.8%
2019 12
3.8%
2018 12
3.8%
2017 12
3.8%
2016 12
3.8%
2015 12
3.8%

월
Real number (ℝ)

Distinct12
Distinct (%)3.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.488959
Minimum1
Maximum12
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.9 KiB
2024-04-20T05:11:55.606345image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q13
median6
Q310
95-th percentile12
Maximum12
Range11
Interquartile range (IQR)7

Descriptive statistics

Standard deviation3.4819659
Coefficient of variation (CV)0.53659854
Kurtosis-1.2337085
Mean6.488959
Median Absolute Deviation (MAD)3
Skewness0.0063387795
Sum2057
Variance12.124087
MonotonicityNot monotonic
2024-04-20T05:11:55.956738image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
11 27
8.5%
12 27
8.5%
1 27
8.5%
2 27
8.5%
3 27
8.5%
4 26
8.2%
5 26
8.2%
6 26
8.2%
7 26
8.2%
8 26
8.2%
Other values (2) 52
16.4%
ValueCountFrequency (%)
1 27
8.5%
2 27
8.5%
3 27
8.5%
4 26
8.2%
5 26
8.2%
6 26
8.2%
7 26
8.2%
8 26
8.2%
9 26
8.2%
10 26
8.2%
ValueCountFrequency (%)
12 27
8.5%
11 27
8.5%
10 26
8.2%
9 26
8.2%
8 26
8.2%
7 26
8.2%
6 26
8.2%
5 26
8.2%
4 26
8.2%
3 27
8.5%

선불카드(일반)
Real number (ℝ)

ZEROS 

Distinct232
Distinct (%)73.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2187029.4
Minimum0
Maximum5105325
Zeros86
Zeros (%)27.1%
Negative0
Negative (%)0.0%
Memory size2.9 KiB
2024-04-20T05:11:56.335805image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median2126614
Q33859900
95-th percentile4632890.6
Maximum5105325
Range5105325
Interquartile range (IQR)3859900

Descriptive statistics

Standard deviation1694788.8
Coefficient of variation (CV)0.7749273
Kurtosis-1.4109065
Mean2187029.4
Median Absolute Deviation (MAD)1808724
Skewness0.019301807
Sum6.9328833 × 108
Variance2.8723091 × 1012
MonotonicityNot monotonic
2024-04-20T05:11:56.790013image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 86
 
27.1%
2416438 1
 
0.3%
2821491 1
 
0.3%
2880646 1
 
0.3%
2620493 1
 
0.3%
2454494 1
 
0.3%
2408506 1
 
0.3%
2602718 1
 
0.3%
2403731 1
 
0.3%
2550194 1
 
0.3%
Other values (222) 222
70.0%
ValueCountFrequency (%)
0 86
27.1%
684633 1
 
0.3%
932190 1
 
0.3%
1091872 1
 
0.3%
1131256 1
 
0.3%
1143616 1
 
0.3%
1196128 1
 
0.3%
1206267 1
 
0.3%
1231063 1
 
0.3%
1239759 1
 
0.3%
ValueCountFrequency (%)
5105325 1
0.3%
4970084 1
0.3%
4914429 1
0.3%
4902279 1
0.3%
4873140 1
0.3%
4861365 1
0.3%
4820576 1
0.3%
4809820 1
0.3%
4790613 1
0.3%
4780625 1
0.3%

선불카드(청소년)
Real number (ℝ)

ZEROS 

Distinct232
Distinct (%)73.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean630043.41
Minimum0
Maximum1452484
Zeros86
Zeros (%)27.1%
Negative0
Negative (%)0.0%
Memory size2.9 KiB
2024-04-20T05:11:57.195603image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median654017
Q31059107
95-th percentile1304271.4
Maximum1452484
Range1452484
Interquartile range (IQR)1059107

Descriptive statistics

Standard deviation479997.71
Coefficient of variation (CV)0.76184863
Kurtosis-1.481829
Mean630043.41
Median Absolute Deviation (MAD)428988
Skewness-0.10478328
Sum1.9972376 × 108
Variance2.303978 × 1011
MonotonicityNot monotonic
2024-04-20T05:11:57.627422image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 86
 
27.1%
1085385 1
 
0.3%
1201722 1
 
0.3%
1345018 1
 
0.3%
1089450 1
 
0.3%
1007874 1
 
0.3%
973941 1
 
0.3%
1081426 1
 
0.3%
1025500 1
 
0.3%
1044582 1
 
0.3%
Other values (222) 222
70.0%
ValueCountFrequency (%)
0 86
27.1%
101110 1
 
0.3%
169756 1
 
0.3%
185171 1
 
0.3%
195657 1
 
0.3%
196063 1
 
0.3%
231762 1
 
0.3%
261977 1
 
0.3%
268393 1
 
0.3%
280716 1
 
0.3%
ValueCountFrequency (%)
1452484 1
0.3%
1426277 1
0.3%
1421585 1
0.3%
1413314 1
0.3%
1399150 1
0.3%
1397120 1
0.3%
1395457 1
0.3%
1380022 1
0.3%
1376650 1
0.3%
1374667 1
0.3%

선불카드(어린이)
Real number (ℝ)

ZEROS 

Distinct211
Distinct (%)66.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean72084.12
Minimum0
Maximum345201
Zeros107
Zeros (%)33.8%
Negative0
Negative (%)0.0%
Memory size2.9 KiB
2024-04-20T05:11:58.034050image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median84784
Q3104882
95-th percentile160200.6
Maximum345201
Range345201
Interquartile range (IQR)104882

Descriptive statistics

Standard deviation62005.167
Coefficient of variation (CV)0.8601779
Kurtosis0.77965509
Mean72084.12
Median Absolute Deviation (MAD)42804
Skewness0.57760994
Sum22850666
Variance3.8446407 × 109
MonotonicityNot monotonic
2024-04-20T05:11:58.463479image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 107
33.8%
127588 1
 
0.3%
119343 1
 
0.3%
116432 1
 
0.3%
118988 1
 
0.3%
135873 1
 
0.3%
127138 1
 
0.3%
157803 1
 
0.3%
133129 1
 
0.3%
129567 1
 
0.3%
Other values (201) 201
63.4%
ValueCountFrequency (%)
0 107
33.8%
3023 1
 
0.3%
10489 1
 
0.3%
27503 1
 
0.3%
43775 1
 
0.3%
54413 1
 
0.3%
55499 1
 
0.3%
62220 1
 
0.3%
63769 1
 
0.3%
64013 1
 
0.3%
ValueCountFrequency (%)
345201 1
0.3%
276519 1
0.3%
266526 1
0.3%
250620 1
0.3%
246261 1
0.3%
239327 1
0.3%
211457 1
0.3%
208311 1
0.3%
205969 1
0.3%
201605 1
0.3%

선불카드(특수)
Real number (ℝ)

ZEROS 

Distinct6
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean132.1388
Minimum0
Maximum21006
Zeros312
Zeros (%)98.4%
Negative0
Negative (%)0.0%
Memory size2.9 KiB
2024-04-20T05:11:58.824259image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum21006
Range21006
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1423.1676
Coefficient of variation (CV)10.770248
Kurtosis163.08603
Mean132.1388
Median Absolute Deviation (MAD)0
Skewness12.303243
Sum41888
Variance2025406.1
MonotonicityNot monotonic
2024-04-20T05:11:59.130431image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
0 312
98.4%
11493 1
 
0.3%
8446 1
 
0.3%
1 1
 
0.3%
942 1
 
0.3%
21006 1
 
0.3%
ValueCountFrequency (%)
0 312
98.4%
1 1
 
0.3%
942 1
 
0.3%
8446 1
 
0.3%
11493 1
 
0.3%
21006 1
 
0.3%
ValueCountFrequency (%)
21006 1
 
0.3%
11493 1
 
0.3%
8446 1
 
0.3%
942 1
 
0.3%
1 1
 
0.3%
0 312
98.4%

후불카드(일반)
Real number (ℝ)

ZEROS 

Distinct256
Distinct (%)80.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2237621.5
Minimum0
Maximum6674180
Zeros62
Zeros (%)19.6%
Negative0
Negative (%)0.0%
Memory size2.9 KiB
2024-04-20T05:11:59.446688image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q198454
median984443
Q34677479
95-th percentile5771456.4
Maximum6674180
Range6674180
Interquartile range (IQR)4579025

Descriptive statistics

Standard deviation2242932.1
Coefficient of variation (CV)1.0023734
Kurtosis-1.463649
Mean2237621.5
Median Absolute Deviation (MAD)984443
Skewness0.44105225
Sum7.09326 × 108
Variance5.0307446 × 1012
MonotonicityNot monotonic
2024-04-20T05:11:59.868570image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 62
 
19.6%
2523096 1
 
0.3%
4805985 1
 
0.3%
4677479 1
 
0.3%
4862494 1
 
0.3%
5250781 1
 
0.3%
5372314 1
 
0.3%
5647940 1
 
0.3%
5037651 1
 
0.3%
4868911 1
 
0.3%
Other values (246) 246
77.6%
ValueCountFrequency (%)
0 62
19.6%
15345 1
 
0.3%
19016 1
 
0.3%
19116 1
 
0.3%
19679 1
 
0.3%
19819 1
 
0.3%
20065 1
 
0.3%
20518 1
 
0.3%
35145 1
 
0.3%
40225 1
 
0.3%
ValueCountFrequency (%)
6674180 1
0.3%
6423605 1
0.3%
6390865 1
0.3%
6344728 1
0.3%
6310152 1
0.3%
6273614 1
0.3%
6205850 1
0.3%
6168814 1
0.3%
6150161 1
0.3%
6141636 1
0.3%

후불카드(청소년)
Real number (ℝ)

ZEROS 

Distinct49
Distinct (%)15.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean11882.694
Minimum0
Maximum176505
Zeros269
Zeros (%)84.9%
Negative0
Negative (%)0.0%
Memory size2.9 KiB
2024-04-20T05:12:00.265242image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile99736.4
Maximum176505
Range176505
Interquartile range (IQR)0

Descriptive statistics

Standard deviation32102.116
Coefficient of variation (CV)2.7015857
Kurtosis6.52859
Mean11882.694
Median Absolute Deviation (MAD)0
Skewness2.7252153
Sum3766814
Variance1.0305459 × 109
MonotonicityNot monotonic
2024-04-20T05:12:00.694572image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=49)
ValueCountFrequency (%)
0 269
84.9%
122651 1
 
0.3%
98291 1
 
0.3%
92513 1
 
0.3%
82005 1
 
0.3%
96556 1
 
0.3%
101198 1
 
0.3%
91827 1
 
0.3%
99371 1
 
0.3%
79926 1
 
0.3%
Other values (39) 39
 
12.3%
ValueCountFrequency (%)
0 269
84.9%
168 1
 
0.3%
2656 1
 
0.3%
8473 1
 
0.3%
14884 1
 
0.3%
18350 1
 
0.3%
22588 1
 
0.3%
31189 1
 
0.3%
31231 1
 
0.3%
32451 1
 
0.3%
ValueCountFrequency (%)
176505 1
0.3%
141670 1
0.3%
140270 1
0.3%
131309 1
0.3%
123829 1
0.3%
122651 1
0.3%
115191 1
0.3%
113116 1
0.3%
109907 1
0.3%
109142 1
0.3%

후불카드(어린이)
Real number (ℝ)

ZEROS 

Distinct49
Distinct (%)15.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean276.91167
Minimum0
Maximum4597
Zeros269
Zeros (%)84.9%
Negative0
Negative (%)0.0%
Memory size2.9 KiB
2024-04-20T05:12:01.217894image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile2301.8
Maximum4597
Range4597
Interquartile range (IQR)0

Descriptive statistics

Standard deviation789.49107
Coefficient of variation (CV)2.8510574
Kurtosis8.7650991
Mean276.91167
Median Absolute Deviation (MAD)0
Skewness3.0457046
Sum87781
Variance623296.14
MonotonicityNot monotonic
2024-04-20T05:12:01.597216image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=49)
ValueCountFrequency (%)
0 269
84.9%
3303 1
 
0.3%
2798 1
 
0.3%
3030 1
 
0.3%
2208 1
 
0.3%
2298 1
 
0.3%
2365 1
 
0.3%
1838 1
 
0.3%
1930 1
 
0.3%
1760 1
 
0.3%
Other values (39) 39
 
12.3%
ValueCountFrequency (%)
0 269
84.9%
18 1
 
0.3%
87 1
 
0.3%
206 1
 
0.3%
296 1
 
0.3%
307 1
 
0.3%
352 1
 
0.3%
365 1
 
0.3%
377 1
 
0.3%
433 1
 
0.3%
ValueCountFrequency (%)
4597 1
0.3%
3854 1
0.3%
3641 1
0.3%
3487 1
0.3%
3303 1
0.3%
3219 1
0.3%
3036 1
0.3%
3030 1
0.3%
2922 1
0.3%
2917 1
0.3%

아이조아선불(일반)
Real number (ℝ)

ZEROS 

Distinct56
Distinct (%)17.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12267.372
Minimum0
Maximum98467
Zeros262
Zeros (%)82.6%
Negative0
Negative (%)0.0%
Memory size2.9 KiB
2024-04-20T05:12:01.979978image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile83377.2
Maximum98467
Range98467
Interquartile range (IQR)0

Descriptive statistics

Standard deviation27839.183
Coefficient of variation (CV)2.2693681
Kurtosis2.1505683
Mean12267.372
Median Absolute Deviation (MAD)0
Skewness1.9648384
Sum3888757
Variance7.7502012 × 108
MonotonicityNot monotonic
2024-04-20T05:12:02.411633image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 262
82.6%
68847 1
 
0.3%
77266 1
 
0.3%
83851 1
 
0.3%
90293 1
 
0.3%
83109 1
 
0.3%
79033 1
 
0.3%
71876 1
 
0.3%
79179 1
 
0.3%
83347 1
 
0.3%
Other values (46) 46
 
14.5%
ValueCountFrequency (%)
0 262
82.6%
15728 1
 
0.3%
25674 1
 
0.3%
36493 1
 
0.3%
36925 1
 
0.3%
44351 1
 
0.3%
46615 1
 
0.3%
49320 1
 
0.3%
54710 1
 
0.3%
55348 1
 
0.3%
ValueCountFrequency (%)
98467 1
0.3%
93361 1
0.3%
93320 1
0.3%
92897 1
0.3%
92880 1
0.3%
92195 1
0.3%
91367 1
0.3%
90293 1
0.3%
88771 1
0.3%
88307 1
0.3%

아이조아선불(청소년)
Real number (ℝ)

ZEROS 

Distinct56
Distinct (%)17.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean18092.858
Minimum0
Maximum159735
Zeros262
Zeros (%)82.6%
Negative0
Negative (%)0.0%
Memory size2.9 KiB
2024-04-20T05:12:02.656765image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile124928
Maximum159735
Range159735
Interquartile range (IQR)0

Descriptive statistics

Standard deviation41852.044
Coefficient of variation (CV)2.3131804
Kurtosis2.6042793
Mean18092.858
Median Absolute Deviation (MAD)0
Skewness2.0579831
Sum5735436
Variance1.7515936 × 109
MonotonicityNot monotonic
2024-04-20T05:12:03.004006image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 262
82.6%
98450 1
 
0.3%
126663 1
 
0.3%
130011 1
 
0.3%
145509 1
 
0.3%
124225 1
 
0.3%
120503 1
 
0.3%
108045 1
 
0.3%
120097 1
 
0.3%
130079 1
 
0.3%
Other values (46) 46
 
14.5%
ValueCountFrequency (%)
0 262
82.6%
14786 1
 
0.3%
20258 1
 
0.3%
31002 1
 
0.3%
50478 1
 
0.3%
51203 1
 
0.3%
52172 1
 
0.3%
65007 1
 
0.3%
71379 1
 
0.3%
73259 1
 
0.3%
ValueCountFrequency (%)
159735 1
0.3%
150450 1
0.3%
149723 1
0.3%
145509 1
0.3%
144454 1
0.3%
138607 1
0.3%
137297 1
0.3%
137238 1
0.3%
137046 1
0.3%
131720 1
0.3%

아이조아선불(어린이)
Real number (ℝ)

ZEROS 

Distinct40
Distinct (%)12.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2188.429
Minimum0
Maximum29685
Zeros276
Zeros (%)87.1%
Negative0
Negative (%)0.0%
Memory size2.9 KiB
2024-04-20T05:12:03.406074image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile19166
Maximum29685
Range29685
Interquartile range (IQR)0

Descriptive statistics

Standard deviation6210.427
Coefficient of variation (CV)2.8378471
Kurtosis6.6664738
Mean2188.429
Median Absolute Deviation (MAD)0
Skewness2.807255
Sum693732
Variance38569404
MonotonicityNot monotonic
2024-04-20T05:12:03.646028image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=40)
ValueCountFrequency (%)
0 276
87.1%
12856 2
 
0.6%
23436 2
 
0.6%
25478 1
 
0.3%
25088 1
 
0.3%
19780 1
 
0.3%
17352 1
 
0.3%
18549 1
 
0.3%
19146 1
 
0.3%
20942 1
 
0.3%
Other values (30) 30
 
9.5%
ValueCountFrequency (%)
0 276
87.1%
2137 1
 
0.3%
3258 1
 
0.3%
4027 1
 
0.3%
5535 1
 
0.3%
9472 1
 
0.3%
9842 1
 
0.3%
10701 1
 
0.3%
11021 1
 
0.3%
11179 1
 
0.3%
ValueCountFrequency (%)
29685 1
0.3%
26039 1
0.3%
25478 1
0.3%
25088 1
0.3%
24961 1
0.3%
24889 1
0.3%
24536 1
0.3%
24247 1
0.3%
24198 1
0.3%
23976 1
0.3%

아이조아후불(일반)
Real number (ℝ)

ZEROS 

Distinct56
Distinct (%)17.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7066.6025
Minimum0
Maximum51229
Zeros262
Zeros (%)82.6%
Negative0
Negative (%)0.0%
Memory size2.9 KiB
2024-04-20T05:12:03.946341image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile44926.2
Maximum51229
Range51229
Interquartile range (IQR)0

Descriptive statistics

Standard deviation15764.789
Coefficient of variation (CV)2.2308866
Kurtosis1.6337483
Mean7066.6025
Median Absolute Deviation (MAD)0
Skewness1.8619459
Sum2240113
Variance2.4852857 × 108
MonotonicityNot monotonic
2024-04-20T05:12:04.363317image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 262
82.6%
38109 1
 
0.3%
41264 1
 
0.3%
45224 1
 
0.3%
49699 1
 
0.3%
46589 1
 
0.3%
44913 1
 
0.3%
41129 1
 
0.3%
44837 1
 
0.3%
46238 1
 
0.3%
Other values (46) 46
 
14.5%
ValueCountFrequency (%)
0 262
82.6%
15959 1
 
0.3%
16886 1
 
0.3%
24708 1
 
0.3%
29618 1
 
0.3%
31593 1
 
0.3%
31683 1
 
0.3%
31686 1
 
0.3%
32973 1
 
0.3%
33202 1
 
0.3%
ValueCountFrequency (%)
51229 1
0.3%
51001 1
0.3%
49699 1
0.3%
49354 1
0.3%
49272 1
0.3%
48890 1
0.3%
48485 1
0.3%
48390 1
0.3%
47779 1
0.3%
47663 1
0.3%

무임카드(경로자)
Real number (ℝ)

ZEROS 

Distinct202
Distinct (%)63.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1203138.3
Minimum0
Maximum3354974
Zeros116
Zeros (%)36.6%
Negative0
Negative (%)0.0%
Memory size2.9 KiB
2024-04-20T05:12:04.769667image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1275178
Q32300279
95-th percentile2895238.2
Maximum3354974
Range3354974
Interquartile range (IQR)2300279

Descriptive statistics

Standard deviation1120682.6
Coefficient of variation (CV)0.93146617
Kurtosis-1.5369505
Mean1203138.3
Median Absolute Deviation (MAD)1275178
Skewness0.20181581
Sum3.8139483 × 108
Variance1.2559295 × 1012
MonotonicityNot monotonic
2024-04-20T05:12:05.294816image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 116
36.6%
2893527 1
 
0.3%
2807267 1
 
0.3%
2768597 1
 
0.3%
2902083 1
 
0.3%
2774144 1
 
0.3%
2785576 1
 
0.3%
2753168 1
 
0.3%
2667355 1
 
0.3%
2963800 1
 
0.3%
Other values (192) 192
60.6%
ValueCountFrequency (%)
0 116
36.6%
116 1
 
0.3%
26846 1
 
0.3%
107477 1
 
0.3%
172943 1
 
0.3%
199005 1
 
0.3%
231398 1
 
0.3%
282439 1
 
0.3%
286657 1
 
0.3%
383619 1
 
0.3%
ValueCountFrequency (%)
3354974 1
0.3%
3185296 1
0.3%
3181410 1
0.3%
3110925 1
0.3%
3085018 1
0.3%
3079546 1
0.3%
3049368 1
0.3%
3046381 1
0.3%
2991408 1
0.3%
2976184 1
0.3%

무임카드(장애인)
Real number (ℝ)

ZEROS 

Distinct202
Distinct (%)63.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean158910.72
Minimum0
Maximum366222
Zeros116
Zeros (%)36.6%
Negative0
Negative (%)0.0%
Memory size2.9 KiB
2024-04-20T05:12:05.704866image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median211522
Q3277821
95-th percentile330844.4
Maximum366222
Range366222
Interquartile range (IQR)277821

Descriptive statistics

Standard deviation133153.82
Coefficient of variation (CV)0.83791592
Kurtosis-1.7001562
Mean158910.72
Median Absolute Deviation (MAD)101962
Skewness-0.15662876
Sum50374697
Variance1.7729939 × 1010
MonotonicityNot monotonic
2024-04-20T05:12:06.187577image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 116
36.6%
334851 1
 
0.3%
329907 1
 
0.3%
322597 1
 
0.3%
337183 1
 
0.3%
322336 1
 
0.3%
327501 1
 
0.3%
320296 1
 
0.3%
307994 1
 
0.3%
343574 1
 
0.3%
Other values (192) 192
60.6%
ValueCountFrequency (%)
0 116
36.6%
171 1
 
0.3%
21994 1
 
0.3%
50790 1
 
0.3%
69082 1
 
0.3%
73614 1
 
0.3%
79018 1
 
0.3%
82241 1
 
0.3%
85984 1
 
0.3%
105331 1
 
0.3%
ValueCountFrequency (%)
366222 1
0.3%
364313 1
0.3%
360089 1
0.3%
356266 1
0.3%
355045 1
0.3%
351297 1
0.3%
350532 1
0.3%
343574 1
0.3%
341732 1
0.3%
339926 1
0.3%

무임카드(유공자)
Real number (ℝ)

ZEROS 

Distinct200
Distinct (%)63.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean11873.839
Minimum0
Maximum33740
Zeros116
Zeros (%)36.6%
Negative0
Negative (%)0.0%
Memory size2.9 KiB
2024-04-20T05:12:06.604709image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median13611
Q320838
95-th percentile27763.2
Maximum33740
Range33740
Interquartile range (IQR)20838

Descriptive statistics

Standard deviation10345.821
Coefficient of variation (CV)0.87131224
Kurtosis-1.3761645
Mean11873.839
Median Absolute Deviation (MAD)11470
Skewness0.11236583
Sum3764007
Variance1.0703602 × 108
MonotonicityNot monotonic
2024-04-20T05:12:07.192703image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 116
36.6%
13877 2
 
0.6%
17216 2
 
0.6%
27736 1
 
0.3%
25324 1
 
0.3%
25083 1
 
0.3%
25213 1
 
0.3%
23828 1
 
0.3%
27181 1
 
0.3%
26632 1
 
0.3%
Other values (190) 190
59.9%
ValueCountFrequency (%)
0 116
36.6%
164 1
 
0.3%
3432 1
 
0.3%
6535 1
 
0.3%
8109 1
 
0.3%
8516 1
 
0.3%
8517 1
 
0.3%
8606 1
 
0.3%
9024 1
 
0.3%
9044 1
 
0.3%
ValueCountFrequency (%)
33740 1
0.3%
32082 1
0.3%
31996 1
0.3%
31843 1
0.3%
31200 1
0.3%
29964 1
0.3%
29545 1
0.3%
29225 1
0.3%
29194 1
0.3%
29111 1
0.3%

일반권
Real number (ℝ)

UNIQUE 

Distinct317
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean985234.98
Minimum68106
Maximum3172769
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.9 KiB
2024-04-20T05:12:07.802238image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum68106
5-th percentile130949
Q1399828
median632888
Q31682370
95-th percentile2519080
Maximum3172769
Range3104663
Interquartile range (IQR)1282542

Descriptive statistics

Standard deviation803208.79
Coefficient of variation (CV)0.81524591
Kurtosis-0.6308123
Mean985234.98
Median Absolute Deviation (MAD)366025
Skewness0.86911235
Sum3.1231949 × 108
Variance6.4514436 × 1011
MonotonicityNot monotonic
2024-04-20T05:12:08.246361image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
405719 1
 
0.3%
534452 1
 
0.3%
591305 1
 
0.3%
632888 1
 
0.3%
600768 1
 
0.3%
605347 1
 
0.3%
569957 1
 
0.3%
466868 1
 
0.3%
774793 1
 
0.3%
521184 1
 
0.3%
Other values (307) 307
96.8%
ValueCountFrequency (%)
68106 1
0.3%
103084 1
0.3%
109583 1
0.3%
110530 1
0.3%
114886 1
0.3%
116519 1
0.3%
120310 1
0.3%
122088 1
0.3%
123586 1
0.3%
123866 1
0.3%
ValueCountFrequency (%)
3172769 1
0.3%
2802381 1
0.3%
2705278 1
0.3%
2690977 1
0.3%
2679791 1
0.3%
2638408 1
0.3%
2622561 1
0.3%
2618205 1
0.3%
2593930 1
0.3%
2579927 1
0.3%

할인권
Real number (ℝ)

UNIQUE 

Distinct317
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean104709.13
Minimum11419
Maximum233456
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.9 KiB
2024-04-20T05:12:08.664680image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum11419
5-th percentile46970.8
Q174850
median101758
Q3131596
95-th percentile170082.8
Maximum233456
Range222037
Interquartile range (IQR)56746

Descriptive statistics

Standard deviation39476.322
Coefficient of variation (CV)0.37700936
Kurtosis-0.1337522
Mean104709.13
Median Absolute Deviation (MAD)28192
Skewness0.31381395
Sum33192794
Variance1.55838 × 109
MonotonicityNot monotonic
2024-04-20T05:12:09.188429image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
38289 1
 
0.3%
118541 1
 
0.3%
129149 1
 
0.3%
166079 1
 
0.3%
156484 1
 
0.3%
182960 1
 
0.3%
162935 1
 
0.3%
94710 1
 
0.3%
233456 1
 
0.3%
97744 1
 
0.3%
Other values (307) 307
96.8%
ValueCountFrequency (%)
11419 1
0.3%
21254 1
0.3%
22415 1
0.3%
25473 1
0.3%
25690 1
0.3%
28777 1
0.3%
29139 1
0.3%
31279 1
0.3%
35412 1
0.3%
38084 1
0.3%
ValueCountFrequency (%)
233456 1
0.3%
222890 1
0.3%
213548 1
0.3%
198514 1
0.3%
197780 1
0.3%
192108 1
0.3%
185348 1
0.3%
183144 1
0.3%
182960 1
0.3%
182437 1
0.3%

우대권(경로자)
Real number (ℝ)

Distinct316
Distinct (%)99.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean542416.78
Minimum0
Maximum1737574
Zeros2
Zeros (%)0.6%
Negative0
Negative (%)0.0%
Memory size2.9 KiB
2024-04-20T05:12:09.573336image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile263333.2
Q1331874
median407340
Q3524722
95-th percentile1506572.8
Maximum1737574
Range1737574
Interquartile range (IQR)192848

Descriptive statistics

Standard deviation375684.71
Coefficient of variation (CV)0.69261262
Kurtosis2.1396044
Mean542416.78
Median Absolute Deviation (MAD)83049
Skewness1.8074218
Sum1.7194612 × 108
Variance1.41139 × 1011
MonotonicityNot monotonic
2024-04-20T05:12:10.104981image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 2
 
0.6%
460978 1
 
0.3%
402318 1
 
0.3%
386070 1
 
0.3%
430564 1
 
0.3%
380539 1
 
0.3%
389721 1
 
0.3%
391053 1
 
0.3%
345409 1
 
0.3%
361377 1
 
0.3%
Other values (306) 306
96.5%
ValueCountFrequency (%)
0 2
0.6%
104651 1
0.3%
107286 1
0.3%
126039 1
0.3%
130535 1
0.3%
130931 1
0.3%
203331 1
0.3%
228335 1
0.3%
254810 1
0.3%
255625 1
0.3%
ValueCountFrequency (%)
1737574 1
0.3%
1685995 1
0.3%
1678959 1
0.3%
1647907 1
0.3%
1638577 1
0.3%
1636733 1
0.3%
1628675 1
0.3%
1607541 1
0.3%
1602704 1
0.3%
1596155 1
0.3%

우대권(장애인)
Real number (ℝ)

Distinct316
Distinct (%)99.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean200016.52
Minimum0
Maximum355453
Zeros2
Zeros (%)0.6%
Negative0
Negative (%)0.0%
Memory size2.9 KiB
2024-04-20T05:12:10.588642image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile42509.8
Q1102820
median243137
Q3274778
95-th percentile309723.2
Maximum355453
Range355453
Interquartile range (IQR)171958

Descriptive statistics

Standard deviation95120.7
Coefficient of variation (CV)0.47556423
Kurtosis-1.1295331
Mean200016.52
Median Absolute Deviation (MAD)49753
Skewness-0.56195145
Sum63405236
Variance9.0479477 × 109
MonotonicityNot monotonic
2024-04-20T05:12:11.037221image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 2
 
0.6%
323551 1
 
0.3%
305533 1
 
0.3%
296107 1
 
0.3%
316305 1
 
0.3%
291535 1
 
0.3%
290709 1
 
0.3%
292737 1
 
0.3%
268555 1
 
0.3%
274778 1
 
0.3%
Other values (306) 306
96.5%
ValueCountFrequency (%)
0 2
0.6%
14968 1
0.3%
15345 1
0.3%
16539 1
0.3%
18670 1
0.3%
35296 1
0.3%
36106 1
0.3%
36728 1
0.3%
37151 1
0.3%
37878 1
0.3%
ValueCountFrequency (%)
355453 1
0.3%
346321 1
0.3%
339784 1
0.3%
337367 1
0.3%
335520 1
0.3%
334118 1
0.3%
332454 1
0.3%
325887 1
0.3%
323551 1
0.3%
322097 1
0.3%

우대권(유공자)
Real number (ℝ)

Distinct312
Distinct (%)98.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean19389.539
Minimum0
Maximum88334
Zeros2
Zeros (%)0.6%
Negative0
Negative (%)0.0%
Memory size2.9 KiB
2024-04-20T05:12:11.485474image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2657.8
Q17684
median12728
Q316885
95-th percentile74575.4
Maximum88334
Range88334
Interquartile range (IQR)9201

Descriptive statistics

Standard deviation21434.605
Coefficient of variation (CV)1.1054726
Kurtosis2.4262082
Mean19389.539
Median Absolute Deviation (MAD)4566
Skewness1.9230823
Sum6146484
Variance4.5944229 × 108
MonotonicityNot monotonic
2024-04-20T05:12:11.919351image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 2
 
0.6%
16885 2
 
0.6%
3047 2
 
0.6%
13123 2
 
0.6%
9962 2
 
0.6%
9732 1
 
0.3%
9688 1
 
0.3%
12430 1
 
0.3%
11573 1
 
0.3%
12048 1
 
0.3%
Other values (302) 302
95.3%
ValueCountFrequency (%)
0 2
0.6%
1739 1
0.3%
1747 1
0.3%
1752 1
0.3%
1846 1
0.3%
1856 1
0.3%
1861 1
0.3%
1896 1
0.3%
1948 1
0.3%
2107 1
0.3%
ValueCountFrequency (%)
88334 1
0.3%
88099 1
0.3%
85657 1
0.3%
84918 1
0.3%
83891 1
0.3%
83469 1
0.3%
80787 1
0.3%
80659 1
0.3%
80533 1
0.3%
78553 1
0.3%

정액권
Real number (ℝ)

ZEROS 

Distinct87
Distinct (%)27.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean240894.75
Minimum0
Maximum1578659
Zeros231
Zeros (%)72.9%
Negative0
Negative (%)0.0%
Memory size2.9 KiB
2024-04-20T05:12:12.342611image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q3161796
95-th percentile1307648.6
Maximum1578659
Range1578659
Interquartile range (IQR)161796

Descriptive statistics

Standard deviation462692.75
Coefficient of variation (CV)1.9207258
Kurtosis1.0048144
Mean240894.75
Median Absolute Deviation (MAD)0
Skewness1.6483005
Sum76363635
Variance2.1408458 × 1011
MonotonicityNot monotonic
2024-04-20T05:12:12.838093image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 231
72.9%
29715 1
 
0.3%
1358033 1
 
0.3%
387917 1
 
0.3%
644319 1
 
0.3%
709860 1
 
0.3%
778523 1
 
0.3%
883396 1
 
0.3%
911731 1
 
0.3%
971147 1
 
0.3%
Other values (77) 77
 
24.3%
ValueCountFrequency (%)
0 231
72.9%
29715 1
 
0.3%
59724 1
 
0.3%
120371 1
 
0.3%
125985 1
 
0.3%
135593 1
 
0.3%
144714 1
 
0.3%
161796 1
 
0.3%
171381 1
 
0.3%
173827 1
 
0.3%
ValueCountFrequency (%)
1578659 1
0.3%
1507668 1
0.3%
1488152 1
0.3%
1434550 1
0.3%
1402831 1
0.3%
1383435 1
0.3%
1367398 1
0.3%
1362309 1
0.3%
1358033 1
0.3%
1355301 1
0.3%

정기출입권
Real number (ℝ)

ZEROS 

Distinct186
Distinct (%)58.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean11854.082
Minimum0
Maximum33703
Zeros130
Zeros (%)41.0%
Negative0
Negative (%)0.0%
Memory size2.9 KiB
2024-04-20T05:12:13.246043image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median14488
Q320590
95-th percentile27449.6
Maximum33703
Range33703
Interquartile range (IQR)20590

Descriptive statistics

Standard deviation10688.661
Coefficient of variation (CV)0.90168606
Kurtosis-1.5406555
Mean11854.082
Median Absolute Deviation (MAD)11870
Skewness0.042226855
Sum3757744
Variance1.1424746 × 108
MonotonicityNot monotonic
2024-04-20T05:12:13.678272image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 130
41.0%
20144 2
 
0.6%
14316 2
 
0.6%
23442 1
 
0.3%
28818 1
 
0.3%
20675 1
 
0.3%
22407 1
 
0.3%
23903 1
 
0.3%
22513 1
 
0.3%
11959 1
 
0.3%
Other values (176) 176
55.5%
ValueCountFrequency (%)
0 130
41.0%
10 1
 
0.3%
10941 1
 
0.3%
11834 1
 
0.3%
11946 1
 
0.3%
11959 1
 
0.3%
12203 1
 
0.3%
12211 1
 
0.3%
12216 1
 
0.3%
12309 1
 
0.3%
ValueCountFrequency (%)
33703 1
0.3%
33042 1
0.3%
32025 1
0.3%
31104 1
0.3%
31076 1
0.3%
29819 1
0.3%
29612 1
0.3%
29317 1
0.3%
29197 1
0.3%
29023 1
0.3%

단체권
Real number (ℝ)

ZEROS 

Distinct285
Distinct (%)89.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2699.5521
Minimum0
Maximum20298
Zeros20
Zeros (%)6.3%
Negative0
Negative (%)0.0%
Memory size2.9 KiB
2024-04-20T05:12:14.094110image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q1684
median1662
Q33308
95-th percentile8119
Maximum20298
Range20298
Interquartile range (IQR)2624

Descriptive statistics

Standard deviation3244.671
Coefficient of variation (CV)1.2019294
Kurtosis8.3471987
Mean2699.5521
Median Absolute Deviation (MAD)1163
Skewness2.6101162
Sum855758
Variance10527890
MonotonicityNot monotonic
2024-04-20T05:12:14.531559image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 20
 
6.3%
1114 2
 
0.6%
28 2
 
0.6%
788 2
 
0.6%
2072 2
 
0.6%
3062 2
 
0.6%
2879 2
 
0.6%
6306 2
 
0.6%
949 2
 
0.6%
1211 2
 
0.6%
Other values (275) 279
88.0%
ValueCountFrequency (%)
0 20
6.3%
28 2
 
0.6%
32 1
 
0.3%
42 2
 
0.6%
48 1
 
0.3%
64 1
 
0.3%
83 1
 
0.3%
95 1
 
0.3%
123 1
 
0.3%
136 1
 
0.3%
ValueCountFrequency (%)
20298 1
0.3%
18517 1
0.3%
18361 1
0.3%
15365 1
0.3%
15216 1
0.3%
14962 1
0.3%
14685 1
0.3%
14278 1
0.3%
13810 1
0.3%
13164 1
0.3%

기타
Real number (ℝ)

UNIQUE 

Distinct317
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean115880.21
Minimum16433
Maximum558286
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.9 KiB
2024-04-20T05:12:14.957303image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum16433
5-th percentile40772
Q168150
median106666
Q3154224
95-th percentile202529.8
Maximum558286
Range541853
Interquartile range (IQR)86074

Descriptive statistics

Standard deviation60530.813
Coefficient of variation (CV)0.5223568
Kurtosis8.8171405
Mean115880.21
Median Absolute Deviation (MAD)44131
Skewness1.7812243
Sum36734025
Variance3.6639793 × 109
MonotonicityNot monotonic
2024-04-20T05:12:15.517004image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
17157 1
 
0.3%
144635 1
 
0.3%
140107 1
 
0.3%
152737 1
 
0.3%
153410 1
 
0.3%
152842 1
 
0.3%
162385 1
 
0.3%
156989 1
 
0.3%
178587 1
 
0.3%
121902 1
 
0.3%
Other values (307) 307
96.8%
ValueCountFrequency (%)
16433 1
0.3%
17157 1
0.3%
25667 1
0.3%
27582 1
0.3%
28762 1
0.3%
30634 1
0.3%
30809 1
0.3%
31391 1
0.3%
31518 1
0.3%
32529 1
0.3%
ValueCountFrequency (%)
558286 1
0.3%
360751 1
0.3%
298949 1
0.3%
274489 1
0.3%
272685 1
0.3%
256799 1
0.3%
251738 1
0.3%
247411 1
0.3%
244021 1
0.3%
236121 1
0.3%

Sample

년월선불카드(일반)선불카드(청소년)선불카드(어린이)선불카드(특수)후불카드(일반)후불카드(청소년)후불카드(어린이)아이조아선불(일반)아이조아선불(청소년)아이조아선불(어린이)아이조아후불(일반)무임카드(경로자)무임카드(장애인)무임카드(유공자)일반권할인권우대권(경로자)우대권(장애인)우대권(유공자)정액권정기출입권단체권기타
0199711000000000000004057193828900029715050117157
11997120000000000000016592281024740003941870541687046
2199810000000000000013580738095510465114968616345271402867083
3199820000000000000012061727169110728615345631949710803256096
4199830000000000000012260455300213053518670768863014409555075
519984000000000000001154883477701309311653956666168910233051975
6199850000000000000031727691621193272314133414161124799205768105439
719986000000000000002579927109917299866378781297713217750596991545
819987000000000000002622561129310284141367281302212630430250379474
91998800000000000000252402414224827306035296125141137202046268988
년월선불카드(일반)선불카드(청소년)선불카드(어린이)선불카드(특수)후불카드(일반)후불카드(청소년)후불카드(어린이)아이조아선불(일반)아이조아선불(청소년)아이조아선불(어린이)아이조아후불(일반)무임카드(경로자)무임카드(장애인)무임카드(유공자)일반권할인권우대권(경로자)우대권(장애인)우대권(유공자)정액권정기출입권단체권기타
3072023615405884304001835410513600710914230368830713172023436467322820175317855318431283106670047444020779021270150661267175396
308202371491532396537201605048471851013033219843451246722397644402277439826966727599130998769863855391933461846017555518177923
30920238145689536061720596904713684947792551808411193482453642421272123726503526771122088745263731681911501861017061784172909
310202391545018390389211457050749301032952922861681291372424744633273374926535426399129854739363757971884431856014488979172084
3112023101625378405561246261052742671084412734921951370462603948485295860928336129545139474787894252592026471896015336788200301
31220231116215033918742393270536150410990723179336113860723436492722870172279692291111238665878840770419560717470151051058235135
3132023121607916400597276519052916001238292221928971444542496148390279781927679129225137892764394153781953511739015228804220014
314202411514536300150250620049440461038282199913671137312508846166285669227456028656114886700013747431987921948015174419182829
315202421405405287973266526045932391086722841834981091222547842670259843425120526271110530748503500041814262107014316714159982
316202431625002412716345201054140761765054597984671597352968551001335497433679633740116519692374630042293522774015120323171754