Overview

Dataset statistics

Number of variables23
Number of observations682
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory136.7 KiB
Average record size in memory205.2 B

Variable types

DateTime1
Numeric17
Categorical5

Dataset

Description승차권별 이용현황을 보여주는 서비스로 승차권별 통행량을 조회할 수 있다(일단위 교통카드 종류별 대전도시철도 이용실적 자료 제공임)
Author대전교통공사
URLhttps://www.data.go.kr/data/3071750/fileData.do

Alerts

전용카드_청소년 has constant value ""Constant
토큰형_기념 has constant value ""Constant
프리패스_유공 has constant value ""Constant
전용카드_일반 is highly imbalanced (91.2%)Imbalance
후불교통카드_어린이 has 398 (58.4%) zerosZeros
토큰형_어린이(무표권포함) has 40 (5.9%) zerosZeros
무임교통카드_유공 has 30 (4.4%) zerosZeros
토큰형_유공 has 272 (39.9%) zerosZeros
프리패스_장애 has 59 (8.7%) zerosZeros

Reproduction

Analysis started2024-04-06 09:05:13.232359
Analysis finished2024-04-06 09:05:13.551735
Duration0.32 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

영업일
Date

Distinct31
Distinct (%)4.5%
Missing0
Missing (%)0.0%
Memory size5.5 KiB
Minimum2024-03-01 00:00:00
Maximum2024-03-31 00:00:00
2024-04-06T18:05:13.663702image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-06T18:05:13.863658image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=31)

역번호
Real number (ℝ)

Distinct22
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1111.5
Minimum1101
Maximum1122
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size6.1 KiB
2024-04-06T18:05:14.071118image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1101
5-th percentile1102
Q11106
median1111.5
Q31117
95-th percentile1121
Maximum1122
Range21
Interquartile range (IQR)11

Descriptive statistics

Standard deviation6.3489451
Coefficient of variation (CV)0.0057120514
Kurtosis-1.2050004
Mean1111.5
Median Absolute Deviation (MAD)5.5
Skewness0
Sum758043
Variance40.309104
MonotonicityNot monotonic
2024-04-06T18:05:14.294867image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
1101 31
 
4.5%
1113 31
 
4.5%
1122 31
 
4.5%
1121 31
 
4.5%
1120 31
 
4.5%
1119 31
 
4.5%
1118 31
 
4.5%
1117 31
 
4.5%
1116 31
 
4.5%
1115 31
 
4.5%
Other values (12) 372
54.5%
ValueCountFrequency (%)
1101 31
4.5%
1102 31
4.5%
1103 31
4.5%
1104 31
4.5%
1105 31
4.5%
1106 31
4.5%
1107 31
4.5%
1108 31
4.5%
1109 31
4.5%
1110 31
4.5%
ValueCountFrequency (%)
1122 31
4.5%
1121 31
4.5%
1120 31
4.5%
1119 31
4.5%
1118 31
4.5%
1117 31
4.5%
1116 31
4.5%
1115 31
4.5%
1114 31
4.5%
1113 31
4.5%

역명
Categorical

Distinct22
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size5.5 KiB
판암
 
31
신흥
 
31
대동
 
31
대전
 
31
중앙로
 
31
Other values (17)
527 

Length

Max length6
Median length2
Mean length2.6818182
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row판암
2nd row신흥
3rd row대동
4th row대전
5th row중앙로

Common Values

ValueCountFrequency (%)
판암 31
 
4.5%
신흥 31
 
4.5%
대동 31
 
4.5%
대전 31
 
4.5%
중앙로 31
 
4.5%
중구청 31
 
4.5%
서대전네거리 31
 
4.5%
오룡 31
 
4.5%
용문 31
 
4.5%
탄방 31
 
4.5%
Other values (12) 372
54.5%

Length

2024-04-06T18:05:14.630918image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
판암 31
 
4.5%
신흥 31
 
4.5%
지족 31
 
4.5%
노은 31
 
4.5%
월드컵경기장 31
 
4.5%
현충원 31
 
4.5%
구암 31
 
4.5%
유성온천 31
 
4.5%
갑천 31
 
4.5%
월평 31
 
4.5%
Other values (12) 372
54.5%

선불교통카드_어른
Real number (ℝ)

Distinct507
Distinct (%)74.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean634.50293
Minimum75
Maximum2142
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size6.1 KiB
2024-04-06T18:05:14.921801image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum75
5-th percentile143
Q1328
median509.5
Q3791
95-th percentile1497
Maximum2142
Range2067
Interquartile range (IQR)463

Descriptive statistics

Standard deviation436.87033
Coefficient of variation (CV)0.68852374
Kurtosis0.92261819
Mean634.50293
Median Absolute Deviation (MAD)217.5
Skewness1.2087724
Sum432731
Variance190855.69
MonotonicityNot monotonic
2024-04-06T18:05:15.205848image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
328 7
 
1.0%
366 5
 
0.7%
372 5
 
0.7%
374 4
 
0.6%
363 4
 
0.6%
144 4
 
0.6%
142 4
 
0.6%
317 4
 
0.6%
395 4
 
0.6%
797 3
 
0.4%
Other values (497) 638
93.5%
ValueCountFrequency (%)
75 1
0.1%
77 2
0.3%
88 1
0.1%
91 1
0.1%
95 1
0.1%
99 1
0.1%
100 1
0.1%
101 1
0.1%
102 1
0.1%
103 1
0.1%
ValueCountFrequency (%)
2142 1
0.1%
2135 1
0.1%
2105 1
0.1%
2081 1
0.1%
2073 2
0.3%
2020 1
0.1%
2019 1
0.1%
1955 1
0.1%
1938 1
0.1%
1903 1
0.1%

선불교통카드_청소년
Real number (ℝ)

Distinct316
Distinct (%)46.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean195.10411
Minimum9
Maximum905
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size6.1 KiB
2024-04-06T18:05:15.492386image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum9
5-th percentile35
Q1104
median152
Q3261.5
95-th percentile436.75
Maximum905
Range896
Interquartile range (IQR)157.5

Descriptive statistics

Standard deviation137.80826
Coefficient of variation (CV)0.70633191
Kurtosis3.8597231
Mean195.10411
Median Absolute Deviation (MAD)61
Skewness1.6089466
Sum133061
Variance18991.115
MonotonicityNot monotonic
2024-04-06T18:05:15.768739image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
112 9
 
1.3%
75 8
 
1.2%
93 7
 
1.0%
104 7
 
1.0%
135 7
 
1.0%
115 7
 
1.0%
152 6
 
0.9%
140 6
 
0.9%
111 6
 
0.9%
110 6
 
0.9%
Other values (306) 613
89.9%
ValueCountFrequency (%)
9 1
 
0.1%
10 2
 
0.3%
11 3
0.4%
12 4
0.6%
13 1
 
0.1%
14 5
0.7%
15 1
 
0.1%
16 3
0.4%
17 2
 
0.3%
18 2
 
0.3%
ValueCountFrequency (%)
905 1
0.1%
887 1
0.1%
879 1
0.1%
864 1
0.1%
739 1
0.1%
716 1
0.1%
710 1
0.1%
704 1
0.1%
697 1
0.1%
642 1
0.1%

선불교통카드_어린이
Real number (ℝ)

Distinct99
Distinct (%)14.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean25.244868
Minimum1
Maximum205
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size6.1 KiB
2024-04-06T18:05:15.971651image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile3
Q19
median18
Q333.75
95-th percentile71.95
Maximum205
Range204
Interquartile range (IQR)24.75

Descriptive statistics

Standard deviation25.217937
Coefficient of variation (CV)0.99893322
Kurtosis9.5630197
Mean25.244868
Median Absolute Deviation (MAD)11
Skewness2.5838464
Sum17217
Variance635.94436
MonotonicityNot monotonic
2024-04-06T18:05:16.239372image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
6 30
 
4.4%
4 26
 
3.8%
5 26
 
3.8%
9 24
 
3.5%
8 23
 
3.4%
19 23
 
3.4%
11 23
 
3.4%
10 23
 
3.4%
17 21
 
3.1%
7 20
 
2.9%
Other values (89) 443
65.0%
ValueCountFrequency (%)
1 4
 
0.6%
2 17
2.5%
3 20
2.9%
4 26
3.8%
5 26
3.8%
6 30
4.4%
7 20
2.9%
8 23
3.4%
9 24
3.5%
10 23
3.4%
ValueCountFrequency (%)
205 1
0.1%
160 1
0.1%
150 1
0.1%
149 1
0.1%
148 1
0.1%
147 1
0.1%
144 1
0.1%
132 1
0.1%
127 1
0.1%
118 1
0.1%

후불교통카드_어른
Real number (ℝ)

Distinct613
Distinct (%)89.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2324.8856
Minimum275
Maximum7242
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size6.1 KiB
2024-04-06T18:05:16.589919image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum275
5-th percentile511
Q11274.25
median1913.5
Q32986
95-th percentile5273.5
Maximum7242
Range6967
Interquartile range (IQR)1711.75

Descriptive statistics

Standard deviation1519.3759
Coefficient of variation (CV)0.65352714
Kurtosis0.3129399
Mean2324.8856
Median Absolute Deviation (MAD)823.5
Skewness1.0085908
Sum1585572
Variance2308503
MonotonicityNot monotonic
2024-04-06T18:05:16.809578image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1295 3
 
0.4%
1049 3
 
0.4%
1386 3
 
0.4%
1061 3
 
0.4%
1518 3
 
0.4%
1456 3
 
0.4%
1319 3
 
0.4%
2185 2
 
0.3%
1322 2
 
0.3%
2823 2
 
0.3%
Other values (603) 655
96.0%
ValueCountFrequency (%)
275 1
0.1%
297 1
0.1%
307 1
0.1%
315 2
0.3%
338 1
0.1%
342 1
0.1%
348 1
0.1%
350 1
0.1%
352 1
0.1%
376 1
0.1%
ValueCountFrequency (%)
7242 1
0.1%
7092 1
0.1%
7019 1
0.1%
6996 1
0.1%
6809 1
0.1%
6775 1
0.1%
6733 1
0.1%
6710 1
0.1%
6554 1
0.1%
6549 1
0.1%

후불교통카드_청소년
Real number (ℝ)

Distinct148
Distinct (%)21.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean56.571848
Minimum2
Maximum303
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size6.1 KiB
2024-04-06T18:05:17.144473image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2
5-th percentile9.05
Q128
median41
Q381.75
95-th percentile135.9
Maximum303
Range301
Interquartile range (IQR)53.75

Descriptive statistics

Standard deviation43.420002
Coefficient of variation (CV)0.76751961
Kurtosis3.2965586
Mean56.571848
Median Absolute Deviation (MAD)18
Skewness1.5415355
Sum38582
Variance1885.2966
MonotonicityNot monotonic
2024-04-06T18:05:17.403967image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
33 19
 
2.8%
31 18
 
2.6%
30 17
 
2.5%
36 16
 
2.3%
29 15
 
2.2%
34 13
 
1.9%
44 12
 
1.8%
25 12
 
1.8%
32 12
 
1.8%
26 12
 
1.8%
Other values (138) 536
78.6%
ValueCountFrequency (%)
2 2
 
0.3%
3 11
1.6%
4 6
0.9%
5 6
0.9%
6 1
 
0.1%
7 4
 
0.6%
8 3
 
0.4%
9 2
 
0.3%
10 5
0.7%
11 6
0.9%
ValueCountFrequency (%)
303 1
0.1%
267 1
0.1%
257 1
0.1%
253 1
0.1%
214 1
0.1%
205 1
0.1%
202 2
0.3%
192 1
0.1%
181 1
0.1%
180 1
0.1%

후불교통카드_어린이
Real number (ℝ)

ZEROS 

Distinct9
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.73460411
Minimum0
Maximum9
Zeros398
Zeros (%)58.4%
Negative0
Negative (%)0.0%
Memory size6.1 KiB
2024-04-06T18:05:17.619525image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile3
Maximum9
Range9
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.1841857
Coefficient of variation (CV)1.6120052
Kurtosis8.2930796
Mean0.73460411
Median Absolute Deviation (MAD)0
Skewness2.446108
Sum501
Variance1.4022957
MonotonicityNot monotonic
2024-04-06T18:05:17.857945image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
0 398
58.4%
1 171
25.1%
2 56
 
8.2%
3 33
 
4.8%
4 12
 
1.8%
5 6
 
0.9%
6 4
 
0.6%
9 1
 
0.1%
8 1
 
0.1%
ValueCountFrequency (%)
0 398
58.4%
1 171
25.1%
2 56
 
8.2%
3 33
 
4.8%
4 12
 
1.8%
5 6
 
0.9%
6 4
 
0.6%
8 1
 
0.1%
9 1
 
0.1%
ValueCountFrequency (%)
9 1
 
0.1%
8 1
 
0.1%
6 4
 
0.6%
5 6
 
0.9%
4 12
 
1.8%
3 33
 
4.8%
2 56
 
8.2%
1 171
25.1%
0 398
58.4%

토큰형_일반(무표권_단체권포함)
Real number (ℝ)

Distinct84
Distinct (%)12.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean24.881232
Minimum2
Maximum145
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size6.1 KiB
2024-04-06T18:05:18.094536image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2
5-th percentile5
Q113
median19
Q329
95-th percentile70.95
Maximum145
Range143
Interquartile range (IQR)16

Descriptive statistics

Standard deviation20.187425
Coefficient of variation (CV)0.81135152
Kurtosis6.4717968
Mean24.881232
Median Absolute Deviation (MAD)8
Skewness2.2580861
Sum16969
Variance407.53213
MonotonicityNot monotonic
2024-04-06T18:05:18.741216image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
17 33
 
4.8%
19 28
 
4.1%
15 28
 
4.1%
16 26
 
3.8%
22 25
 
3.7%
12 24
 
3.5%
14 24
 
3.5%
11 21
 
3.1%
26 21
 
3.1%
18 20
 
2.9%
Other values (74) 432
63.3%
ValueCountFrequency (%)
2 3
 
0.4%
3 9
1.3%
4 10
1.5%
5 15
2.2%
6 17
2.5%
7 18
2.6%
8 15
2.2%
9 18
2.6%
10 20
2.9%
11 21
3.1%
ValueCountFrequency (%)
145 1
 
0.1%
138 1
 
0.1%
129 1
 
0.1%
108 1
 
0.1%
106 1
 
0.1%
97 1
 
0.1%
96 1
 
0.1%
93 3
0.4%
92 2
0.3%
89 1
 
0.1%

토큰형_어린이(무표권포함)
Real number (ℝ)

ZEROS 

Distinct70
Distinct (%)10.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean13.752199
Minimum0
Maximum189
Zeros40
Zeros (%)5.9%
Negative0
Negative (%)0.0%
Memory size6.1 KiB
2024-04-06T18:05:19.015833image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q13
median7
Q315
95-th percentile51
Maximum189
Range189
Interquartile range (IQR)12

Descriptive statistics

Standard deviation20.491004
Coefficient of variation (CV)1.4900165
Kurtosis20.205293
Mean13.752199
Median Absolute Deviation (MAD)5
Skewness3.8623744
Sum9379
Variance419.88124
MonotonicityNot monotonic
2024-04-06T18:05:19.240875image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
4 56
 
8.2%
2 52
 
7.6%
3 51
 
7.5%
1 46
 
6.7%
5 46
 
6.7%
0 40
 
5.9%
6 38
 
5.6%
7 32
 
4.7%
10 24
 
3.5%
8 23
 
3.4%
Other values (60) 274
40.2%
ValueCountFrequency (%)
0 40
5.9%
1 46
6.7%
2 52
7.6%
3 51
7.5%
4 56
8.2%
5 46
6.7%
6 38
5.6%
7 32
4.7%
8 23
3.4%
9 22
 
3.2%
ValueCountFrequency (%)
189 1
0.1%
149 1
0.1%
144 1
0.1%
137 1
0.1%
132 2
0.3%
124 1
0.1%
113 1
0.1%
109 1
0.1%
93 2
0.3%
90 1
0.1%

전용카드_일반
Categorical

IMBALANCE 

Distinct4
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size5.5 KiB
0
666 
1
 
14
3
 
1
2
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique2 ?
Unique (%)0.3%

Sample

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

Common Values

ValueCountFrequency (%)
0 666
97.7%
1 14
 
2.1%
3 1
 
0.1%
2 1
 
0.1%

Length

2024-04-06T18:05:19.468382image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T18:05:19.664021image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 666
97.7%
1 14
 
2.1%
3 1
 
0.1%
2 1
 
0.1%

전용카드_청소년
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size5.5 KiB
0
682 

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 (%)
0 682
100.0%

Length

2024-04-06T18:05:19.895568image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T18:05:20.082689image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 682
100.0%

무임교통카드_경로
Real number (ℝ)

Distinct505
Distinct (%)74.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean691.52639
Minimum111
Maximum2205
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size6.1 KiB
2024-04-06T18:05:20.286514image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum111
5-th percentile194.1
Q1378.5
median633
Q3799.75
95-th percentile1645.95
Maximum2205
Range2094
Interquartile range (IQR)421.25

Descriptive statistics

Standard deviation427.97308
Coefficient of variation (CV)0.61888177
Kurtosis1.4559132
Mean691.52639
Median Absolute Deviation (MAD)238
Skewness1.3091124
Sum471621
Variance183160.95
MonotonicityNot monotonic
2024-04-06T18:05:20.583829image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
689 5
 
0.7%
264 4
 
0.6%
404 4
 
0.6%
731 4
 
0.6%
369 4
 
0.6%
674 4
 
0.6%
295 4
 
0.6%
226 3
 
0.4%
660 3
 
0.4%
971 3
 
0.4%
Other values (495) 644
94.4%
ValueCountFrequency (%)
111 1
0.1%
126 1
0.1%
128 1
0.1%
133 1
0.1%
154 1
0.1%
155 1
0.1%
157 2
0.3%
162 1
0.1%
163 1
0.1%
165 1
0.1%
ValueCountFrequency (%)
2205 1
0.1%
2174 1
0.1%
2114 1
0.1%
2089 1
0.1%
2064 1
0.1%
2039 1
0.1%
2028 1
0.1%
2020 1
0.1%
2004 1
0.1%
1999 1
0.1%

무임교통카드_장애
Real number (ℝ)

Distinct165
Distinct (%)24.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean71.441349
Minimum8
Maximum214
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size6.1 KiB
2024-04-06T18:05:20.785964image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum8
5-th percentile20
Q139
median64
Q394
95-th percentile156.95
Maximum214
Range206
Interquartile range (IQR)55

Descriptive statistics

Standard deviation42.961824
Coefficient of variation (CV)0.60135796
Kurtosis0.57131767
Mean71.441349
Median Absolute Deviation (MAD)27
Skewness0.97958995
Sum48723
Variance1845.7183
MonotonicityNot monotonic
2024-04-06T18:05:21.004313image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
27 15
 
2.2%
42 13
 
1.9%
85 12
 
1.8%
78 11
 
1.6%
66 11
 
1.6%
17 9
 
1.3%
39 9
 
1.3%
45 9
 
1.3%
44 9
 
1.3%
46 9
 
1.3%
Other values (155) 575
84.3%
ValueCountFrequency (%)
8 1
 
0.1%
9 1
 
0.1%
11 2
 
0.3%
12 1
 
0.1%
13 1
 
0.1%
14 4
0.6%
15 2
 
0.3%
16 4
0.6%
17 9
1.3%
18 6
0.9%
ValueCountFrequency (%)
214 1
0.1%
209 1
0.1%
208 1
0.1%
205 1
0.1%
203 1
0.1%
202 2
0.3%
198 1
0.1%
197 1
0.1%
195 1
0.1%
194 1
0.1%

무임교통카드_유공
Real number (ℝ)

ZEROS 

Distinct32
Distinct (%)4.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.9325513
Minimum0
Maximum32
Zeros30
Zeros (%)4.4%
Negative0
Negative (%)0.0%
Memory size6.1 KiB
2024-04-06T18:05:21.223070image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q14
median6
Q310
95-th percentile20.95
Maximum32
Range32
Interquartile range (IQR)6

Descriptive statistics

Standard deviation6.3824394
Coefficient of variation (CV)0.80458847
Kurtosis1.8047898
Mean7.9325513
Median Absolute Deviation (MAD)3
Skewness1.3847506
Sum5410
Variance40.735532
MonotonicityNot monotonic
2024-04-06T18:05:21.451845image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=32)
ValueCountFrequency (%)
4 65
 
9.5%
5 64
 
9.4%
6 60
 
8.8%
3 55
 
8.1%
7 54
 
7.9%
2 50
 
7.3%
8 45
 
6.6%
9 44
 
6.5%
1 32
 
4.7%
0 30
 
4.4%
Other values (22) 183
26.8%
ValueCountFrequency (%)
0 30
4.4%
1 32
4.7%
2 50
7.3%
3 55
8.1%
4 65
9.5%
5 64
9.4%
6 60
8.8%
7 54
7.9%
8 45
6.6%
9 44
6.5%
ValueCountFrequency (%)
32 1
 
0.1%
31 4
0.6%
30 1
 
0.1%
29 3
0.4%
28 4
0.6%
27 2
 
0.3%
26 3
0.4%
25 4
0.6%
23 4
0.6%
22 6
0.9%

무임교통카드_다자녀
Real number (ℝ)

Distinct321
Distinct (%)47.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean177.87977
Minimum8
Maximum637
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size6.1 KiB
2024-04-06T18:05:21.680827image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum8
5-th percentile28
Q178
median153
Q3269.5
95-th percentile394.95
Maximum637
Range629
Interquartile range (IQR)191.5

Descriptive statistics

Standard deviation129.0948
Coefficient of variation (CV)0.72574193
Kurtosis1.1547599
Mean177.87977
Median Absolute Deviation (MAD)83
Skewness1.0987457
Sum121314
Variance16665.469
MonotonicityNot monotonic
2024-04-06T18:05:21.996751image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
158 8
 
1.2%
194 8
 
1.2%
62 7
 
1.0%
36 7
 
1.0%
98 7
 
1.0%
83 6
 
0.9%
130 6
 
0.9%
141 6
 
0.9%
40 6
 
0.9%
126 6
 
0.9%
Other values (311) 615
90.2%
ValueCountFrequency (%)
8 1
 
0.1%
9 3
0.4%
10 1
 
0.1%
11 2
0.3%
12 3
0.4%
13 1
 
0.1%
14 2
0.3%
16 3
0.4%
17 4
0.6%
18 1
 
0.1%
ValueCountFrequency (%)
637 1
0.1%
633 1
0.1%
624 1
0.1%
597 1
0.1%
596 1
0.1%
595 1
0.1%
594 1
0.1%
592 1
0.1%
591 1
0.1%
588 2
0.3%

토큰형_경로
Real number (ℝ)

Distinct275
Distinct (%)40.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean157.90762
Minimum17
Maximum794
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size6.1 KiB
2024-04-06T18:05:22.264743image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum17
5-th percentile40
Q179.25
median119.5
Q3190.75
95-th percentile338.85
Maximum794
Range777
Interquartile range (IQR)111.5

Descriptive statistics

Standard deviation128.78092
Coefficient of variation (CV)0.81554591
Kurtosis6.9757742
Mean157.90762
Median Absolute Deviation (MAD)52.5
Skewness2.4129196
Sum107693
Variance16584.524
MonotonicityNot monotonic
2024-04-06T18:05:22.544006image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
64 11
 
1.6%
94 9
 
1.3%
116 8
 
1.2%
92 8
 
1.2%
109 8
 
1.2%
105 7
 
1.0%
128 7
 
1.0%
172 6
 
0.9%
123 6
 
0.9%
107 6
 
0.9%
Other values (265) 606
88.9%
ValueCountFrequency (%)
17 1
 
0.1%
18 1
 
0.1%
26 2
0.3%
29 1
 
0.1%
30 2
0.3%
31 2
0.3%
32 3
0.4%
33 3
0.4%
34 3
0.4%
35 3
0.4%
ValueCountFrequency (%)
794 1
0.1%
738 1
0.1%
734 1
0.1%
732 1
0.1%
717 1
0.1%
695 1
0.1%
691 1
0.1%
688 1
0.1%
684 2
0.3%
674 1
0.1%

토큰형_장애
Real number (ℝ)

Distinct146
Distinct (%)21.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean64.640762
Minimum6
Maximum245
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size6.1 KiB
2024-04-06T18:05:22.829658image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum6
5-th percentile19
Q135
median53
Q387
95-th percentile134.75
Maximum245
Range239
Interquartile range (IQR)52

Descriptive statistics

Standard deviation42.701762
Coefficient of variation (CV)0.66060116
Kurtosis3.2466221
Mean64.640762
Median Absolute Deviation (MAD)22
Skewness1.6399689
Sum44085
Variance1823.4405
MonotonicityNot monotonic
2024-04-06T18:05:23.124615image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
41 18
 
2.6%
53 14
 
2.1%
39 13
 
1.9%
33 13
 
1.9%
68 13
 
1.9%
36 13
 
1.9%
46 13
 
1.9%
51 12
 
1.8%
37 11
 
1.6%
30 11
 
1.6%
Other values (136) 551
80.8%
ValueCountFrequency (%)
6 1
 
0.1%
7 1
 
0.1%
8 1
 
0.1%
10 2
 
0.3%
11 1
 
0.1%
12 2
 
0.3%
13 3
0.4%
14 1
 
0.1%
15 3
0.4%
16 7
1.0%
ValueCountFrequency (%)
245 1
0.1%
240 1
0.1%
238 1
0.1%
230 1
0.1%
225 1
0.1%
216 1
0.1%
214 2
0.3%
213 1
0.1%
212 1
0.1%
210 1
0.1%

토큰형_유공
Real number (ℝ)

ZEROS 

Distinct12
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.3636364
Minimum0
Maximum13
Zeros272
Zeros (%)39.9%
Negative0
Negative (%)0.0%
Memory size6.1 KiB
2024-04-06T18:05:23.403467image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q32
95-th percentile5
Maximum13
Range13
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.8272767
Coefficient of variation (CV)1.3400029
Kurtosis6.3046472
Mean1.3636364
Median Absolute Deviation (MAD)1
Skewness2.2107936
Sum930
Variance3.3389401
MonotonicityNot monotonic
2024-04-06T18:05:23.564038image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
0 272
39.9%
1 200
29.3%
2 93
 
13.6%
3 41
 
6.0%
4 32
 
4.7%
5 14
 
2.1%
6 11
 
1.6%
7 8
 
1.2%
9 5
 
0.7%
8 4
 
0.6%
Other values (2) 2
 
0.3%
ValueCountFrequency (%)
0 272
39.9%
1 200
29.3%
2 93
 
13.6%
3 41
 
6.0%
4 32
 
4.7%
5 14
 
2.1%
6 11
 
1.6%
7 8
 
1.2%
8 4
 
0.6%
9 5
 
0.7%
ValueCountFrequency (%)
13 1
 
0.1%
11 1
 
0.1%
9 5
 
0.7%
8 4
 
0.6%
7 8
 
1.2%
6 11
 
1.6%
5 14
 
2.1%
4 32
 
4.7%
3 41
6.0%
2 93
13.6%

토큰형_기념
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size5.5 KiB
0
682 

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 (%)
0 682
100.0%

Length

2024-04-06T18:05:23.764980image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T18:05:23.917300image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 682
100.0%

프리패스_장애
Real number (ℝ)

ZEROS 

Distinct20
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.6173021
Minimum0
Maximum19
Zeros59
Zeros (%)8.7%
Negative0
Negative (%)0.0%
Memory size6.1 KiB
2024-04-06T18:05:24.068216image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median4
Q37
95-th percentile12
Maximum19
Range19
Interquartile range (IQR)6

Descriptive statistics

Standard deviation3.8695915
Coefficient of variation (CV)0.83806332
Kurtosis0.43676261
Mean4.6173021
Median Absolute Deviation (MAD)3
Skewness0.97177419
Sum3149
Variance14.973738
MonotonicityNot monotonic
2024-04-06T18:05:24.291083image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%)
1 120
17.6%
2 87
12.8%
3 68
10.0%
5 63
9.2%
0 59
8.7%
6 51
7.5%
4 49
7.2%
8 40
 
5.9%
7 31
 
4.5%
9 29
 
4.3%
Other values (10) 85
12.5%
ValueCountFrequency (%)
0 59
8.7%
1 120
17.6%
2 87
12.8%
3 68
10.0%
4 49
7.2%
5 63
9.2%
6 51
7.5%
7 31
 
4.5%
8 40
 
5.9%
9 29
 
4.3%
ValueCountFrequency (%)
19 1
 
0.1%
18 1
 
0.1%
17 3
 
0.4%
16 3
 
0.4%
15 6
 
0.9%
14 6
 
0.9%
13 10
 
1.5%
12 16
2.3%
11 14
2.1%
10 25
3.7%

프리패스_유공
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size5.5 KiB
0
682 

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 (%)
0 682
100.0%

Length

2024-04-06T18:05:24.583687image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T18:05:24.775973image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 682
100.0%

Sample

영업일역번호역명선불교통카드_어른선불교통카드_청소년선불교통카드_어린이후불교통카드_어른후불교통카드_청소년후불교통카드_어린이토큰형_일반(무표권_단체권포함)토큰형_어린이(무표권포함)전용카드_일반전용카드_청소년무임교통카드_경로무임교통카드_장애무임교통카드_유공무임교통카드_다자녀토큰형_경로토큰형_장애토큰형_유공토큰형_기념프리패스_장애프리패스_유공
02024-03-011101판암3321602311353402022006116427597750040
12024-03-011102신흥77521243513175002062943731320020
22024-03-011103대동3971483111974001719005113736164450010
32024-03-011104대전16082695256858628754001624144201065192056070
42024-03-011105중앙로10206421494163163183149004579491321191102030
52024-03-011106중구청1412111569605900155901926281030
62024-03-011107서대전네거리46222237171058435260070551488167620060
72024-03-011108오룡302821310581801410004564255194482030
82024-03-011109용문62714832245938133130076066571155661010
92024-03-011110탄방3081862012674101316003492956870341000
영업일역번호역명선불교통카드_어른선불교통카드_청소년선불교통카드_어린이후불교통카드_어른후불교통카드_청소년후불교통카드_어린이토큰형_일반(무표권_단체권포함)토큰형_어린이(무표권포함)전용카드_일반전용카드_청소년무임교통카드_경로무임교통카드_장애무임교통카드_유공무임교통카드_다자녀토큰형_경로토큰형_장애토큰형_유공토큰형_기념프리패스_장애프리패스_유공
6722024-03-311113갈마261109289943001222004344666460411060
6732024-03-311114월평4231042412392212712004453437273270060
6742024-03-311115갑천103266376110136001691731934160010
6752024-03-311116유성온천95435442344591150420010708311130246742060
6762024-03-311117구암29678171082210104003112453268250000
6772024-03-311118현충원26010813891240319002472369115350000
6782024-03-311119월드컵경기장19093217182401111002682466452240000
6792024-03-311120노은28131172114295418630029231411548163000
6802024-03-311121지족141103265413321116001862405946280020
6812024-03-311122반석564361682263105236580035742690143520010