Overview

Dataset statistics

Number of variables21
Number of observations377
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory69.7 KiB
Average record size in memory189.4 B

Variable types

Numeric15
Categorical6

Dataset

Description년도,월,신규등록 수,변경등록 수,휴업신고 수,폐업신고 수,양도양수 수,상속신고 수,합병신고 수,타도시 이관 수,업소 상태 수,재발급 등 기타,변경등록 총 수,사업정지 30일 수,사업정지 40일 수,사업정지 60일 수,벌금 수,과태료 수,과징금 수,등록취소 수,행정처분 총 수
Author서울특별시
URLhttps://data.seoul.go.kr/dataList/OA-13283/S/1/datasetView.do

Alerts

휴업신고 수 is highly imbalanced (73.7%)Imbalance
양도양수 수 is highly imbalanced (78.8%)Imbalance
상속신고 수 is highly imbalanced (97.3%)Imbalance
합병신고 수 is highly imbalanced (80.8%)Imbalance
사업정지 40일 수 is highly imbalanced (96.0%)Imbalance
벌금 수 is highly imbalanced (90.5%)Imbalance
변경등록 수 has 89 (23.6%) zerosZeros
폐업신고 수 has 125 (33.2%) zerosZeros
타도시 이관 수 has 175 (46.4%) zerosZeros
업소 상태 수 has 220 (58.4%) zerosZeros
재발급 등 기타 has 218 (57.8%) zerosZeros
변경등록 총 수 has 85 (22.5%) zerosZeros
사업정지 30일 수 has 336 (89.1%) zerosZeros
사업정지 60일 수 has 344 (91.2%) zerosZeros
과태료 수 has 372 (98.7%) zerosZeros
과징금 수 has 366 (97.1%) zerosZeros
등록취소 수 has 316 (83.8%) zerosZeros
행정처분 총 수 has 253 (67.1%) zerosZeros

Reproduction

Analysis started2024-04-27 11:32:17.149972
Analysis finished2024-04-27 11:32:17.383904
Duration0.23 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

년도
Real number (ℝ)

Distinct33
Distinct (%)8.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2008.0928
Minimum1992
Maximum2024
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2024-04-27T11:32:17.550428image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1992
5-th percentile1994
Q12000
median2008
Q32016
95-th percentile2022
Maximum2024
Range32
Interquartile range (IQR)16

Descriptive statistics

Standard deviation9.1395433
Coefficient of variation (CV)0.004551355
Kurtosis-1.1802057
Mean2008.0928
Median Absolute Deviation (MAD)8
Skewness-0.015573928
Sum757051
Variance83.531252
MonotonicityDecreasing
2024-04-27T11:32:17.953789image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=33)
ValueCountFrequency (%)
2007 12
 
3.2%
2010 12
 
3.2%
1997 12
 
3.2%
1998 12
 
3.2%
1999 12
 
3.2%
2000 12
 
3.2%
2001 12
 
3.2%
2002 12
 
3.2%
2003 12
 
3.2%
2004 12
 
3.2%
Other values (23) 257
68.2%
ValueCountFrequency (%)
1992 5
1.3%
1993 12
3.2%
1994 11
2.9%
1995 11
2.9%
1996 10
2.7%
1997 12
3.2%
1998 12
3.2%
1999 12
3.2%
2000 12
3.2%
2001 12
3.2%
ValueCountFrequency (%)
2024 4
 
1.1%
2023 12
3.2%
2022 12
3.2%
2021 12
3.2%
2020 12
3.2%
2019 12
3.2%
2018 12
3.2%
2017 12
3.2%
2016 12
3.2%
2015 12
3.2%

월
Real number (ℝ)

Distinct12
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.5251989
Minimum1
Maximum12
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2024-04-27T11:32:18.446095image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q14
median7
Q310
95-th percentile12
Maximum12
Range11
Interquartile range (IQR)6

Descriptive statistics

Standard deviation3.4702423
Coefficient of variation (CV)0.53182168
Kurtosis-1.2322386
Mean6.5251989
Median Absolute Deviation (MAD)3
Skewness-0.0085051044
Sum2460
Variance12.042581
MonotonicityNot monotonic
2024-04-27T11:32:18.799263image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
4 32
8.5%
2 32
8.5%
9 32
8.5%
10 32
8.5%
11 32
8.5%
12 32
8.5%
3 31
8.2%
1 31
8.2%
5 31
8.2%
7 31
8.2%
Other values (2) 61
16.2%
ValueCountFrequency (%)
1 31
8.2%
2 32
8.5%
3 31
8.2%
4 32
8.5%
5 31
8.2%
6 30
8.0%
7 31
8.2%
8 31
8.2%
9 32
8.5%
10 32
8.5%
ValueCountFrequency (%)
12 32
8.5%
11 32
8.5%
10 32
8.5%
9 32
8.5%
8 31
8.2%
7 31
8.2%
6 30
8.0%
5 31
8.2%
4 32
8.5%
3 31
8.2%

신규등록 수
Real number (ℝ)

Distinct35
Distinct (%)9.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14.119363
Minimum1
Maximum128
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2024-04-27T11:32:19.144328image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile3
Q110
median14
Q317
95-th percentile24.2
Maximum128
Range127
Interquartile range (IQR)7

Descriptive statistics

Standard deviation9.6228933
Coefficient of variation (CV)0.68153875
Kurtosis64.078005
Mean14.119363
Median Absolute Deviation (MAD)4
Skewness6.1149797
Sum5323
Variance92.600076
MonotonicityNot monotonic
2024-04-27T11:32:19.478761image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=35)
ValueCountFrequency (%)
14 36
 
9.5%
12 29
 
7.7%
16 25
 
6.6%
15 22
 
5.8%
17 21
 
5.6%
11 21
 
5.6%
18 21
 
5.6%
13 20
 
5.3%
9 19
 
5.0%
19 19
 
5.0%
Other values (25) 144
38.2%
ValueCountFrequency (%)
1 7
 
1.9%
2 11
2.9%
3 7
 
1.9%
4 9
2.4%
5 4
 
1.1%
6 10
2.7%
7 12
3.2%
8 15
4.0%
9 19
5.0%
10 15
4.0%
ValueCountFrequency (%)
128 1
 
0.3%
94 1
 
0.3%
53 1
 
0.3%
35 2
0.5%
31 1
 
0.3%
30 1
 
0.3%
29 1
 
0.3%
28 2
0.5%
27 2
0.5%
26 3
0.8%

변경등록 수
Real number (ℝ)

ZEROS 

Distinct62
Distinct (%)16.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean25.509284
Minimum0
Maximum156
Zeros89
Zeros (%)23.6%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2024-04-27T11:32:19.938211image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median28
Q338
95-th percentile55
Maximum156
Range156
Interquartile range (IQR)37

Descriptive statistics

Standard deviation19.827596
Coefficient of variation (CV)0.7772698
Kurtosis4.3578876
Mean25.509284
Median Absolute Deviation (MAD)12
Skewness0.87565547
Sum9617
Variance393.13356
MonotonicityNot monotonic
2024-04-27T11:32:20.271568image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 89
23.6%
31 14
 
3.7%
34 14
 
3.7%
27 14
 
3.7%
23 12
 
3.2%
29 11
 
2.9%
32 10
 
2.7%
38 10
 
2.7%
26 9
 
2.4%
42 9
 
2.4%
Other values (52) 185
49.1%
ValueCountFrequency (%)
0 89
23.6%
1 8
 
2.1%
2 4
 
1.1%
3 1
 
0.3%
6 1
 
0.3%
7 1
 
0.3%
9 1
 
0.3%
11 2
 
0.5%
14 2
 
0.5%
15 2
 
0.5%
ValueCountFrequency (%)
156 1
 
0.3%
97 2
0.5%
69 1
 
0.3%
67 1
 
0.3%
65 1
 
0.3%
64 1
 
0.3%
63 1
 
0.3%
60 1
 
0.3%
59 1
 
0.3%
58 3
0.8%

휴업신고 수
Categorical

IMBALANCE 

Distinct5
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size3.1 KiB
0
338 
1
 
27
2
 
8
3
 
3
4
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row0
2nd row1
3rd row0
4th row0
5th row2

Common Values

ValueCountFrequency (%)
0 338
89.7%
1 27
 
7.2%
2 8
 
2.1%
3 3
 
0.8%
4 1
 
0.3%

Length

2024-04-27T11:32:20.602527image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-27T11:32:20.817309image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 338
89.7%
1 27
 
7.2%
2 8
 
2.1%
3 3
 
0.8%
4 1
 
0.3%

폐업신고 수
Real number (ℝ)

ZEROS 

Distinct18
Distinct (%)4.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.6366048
Minimum0
Maximum25
Zeros125
Zeros (%)33.2%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2024-04-27T11:32:21.015769image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median2
Q34
95-th percentile8
Maximum25
Range25
Interquartile range (IQR)4

Descriptive statistics

Standard deviation3.2020667
Coefficient of variation (CV)1.2144659
Kurtosis10.404579
Mean2.6366048
Median Absolute Deviation (MAD)2
Skewness2.444465
Sum994
Variance10.253231
MonotonicityNot monotonic
2024-04-27T11:32:21.322090image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%)
0 125
33.2%
1 48
 
12.7%
2 47
 
12.5%
3 43
 
11.4%
4 37
 
9.8%
5 22
 
5.8%
6 21
 
5.6%
7 9
 
2.4%
9 7
 
1.9%
8 7
 
1.9%
Other values (8) 11
 
2.9%
ValueCountFrequency (%)
0 125
33.2%
1 48
 
12.7%
2 47
 
12.5%
3 43
 
11.4%
4 37
 
9.8%
5 22
 
5.8%
6 21
 
5.6%
7 9
 
2.4%
8 7
 
1.9%
9 7
 
1.9%
ValueCountFrequency (%)
25 1
 
0.3%
21 1
 
0.3%
19 1
 
0.3%
14 1
 
0.3%
13 1
 
0.3%
12 1
 
0.3%
11 3
0.8%
10 2
 
0.5%
9 7
1.9%
8 7
1.9%

양도양수 수
Categorical

IMBALANCE 

Distinct3
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size3.1 KiB
0
355 
1
 
21
2
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)0.3%

Sample

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

Common Values

ValueCountFrequency (%)
0 355
94.2%
1 21
 
5.6%
2 1
 
0.3%

Length

2024-04-27T11:32:21.599854image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-27T11:32:21.892728image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 355
94.2%
1 21
 
5.6%
2 1
 
0.3%

상속신고 수
Categorical

IMBALANCE 

Distinct2
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size3.1 KiB
0
376 
1
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)0.3%

Sample

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

Common Values

ValueCountFrequency (%)
0 376
99.7%
1 1
 
0.3%

Length

2024-04-27T11:32:22.137787image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-27T11:32:22.351511image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 376
99.7%
1 1
 
0.3%

합병신고 수
Categorical

IMBALANCE 

Distinct3
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size3.1 KiB
0
360 
1
 
12
2
 
5

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 (%)
0 360
95.5%
1 12
 
3.2%
2 5
 
1.3%

Length

2024-04-27T11:32:22.612756image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-27T11:32:23.064533image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 360
95.5%
1 12
 
3.2%
2 5
 
1.3%

타도시 이관 수
Real number (ℝ)

ZEROS 

Distinct10
Distinct (%)2.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.1883289
Minimum0
Maximum9
Zeros175
Zeros (%)46.4%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2024-04-27T11:32:23.362886image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q32
95-th percentile4
Maximum9
Range9
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.5173015
Coefficient of variation (CV)1.2768363
Kurtosis3.7278247
Mean1.1883289
Median Absolute Deviation (MAD)1
Skewness1.6620689
Sum448
Variance2.3022038
MonotonicityNot monotonic
2024-04-27T11:32:23.575696image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
0 175
46.4%
1 81
21.5%
2 48
 
12.7%
3 45
 
11.9%
4 19
 
5.0%
6 3
 
0.8%
8 2
 
0.5%
5 2
 
0.5%
7 1
 
0.3%
9 1
 
0.3%
ValueCountFrequency (%)
0 175
46.4%
1 81
21.5%
2 48
 
12.7%
3 45
 
11.9%
4 19
 
5.0%
5 2
 
0.5%
6 3
 
0.8%
7 1
 
0.3%
8 2
 
0.5%
9 1
 
0.3%
ValueCountFrequency (%)
9 1
 
0.3%
8 2
 
0.5%
7 1
 
0.3%
6 3
 
0.8%
5 2
 
0.5%
4 19
 
5.0%
3 45
 
11.9%
2 48
 
12.7%
1 81
21.5%
0 175
46.4%

업소 상태 수
Real number (ℝ)

ZEROS 

Distinct29
Distinct (%)7.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.0026525
Minimum0
Maximum79
Zeros220
Zeros (%)58.4%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2024-04-27T11:32:23.830796image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q33
95-th percentile14.2
Maximum79
Range79
Interquartile range (IQR)3

Descriptive statistics

Standard deviation7.3905124
Coefficient of variation (CV)2.4613279
Kurtosis39.121719
Mean3.0026525
Median Absolute Deviation (MAD)0
Skewness5.3121528
Sum1132
Variance54.619674
MonotonicityNot monotonic
2024-04-27T11:32:24.211455image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=29)
ValueCountFrequency (%)
0 220
58.4%
1 28
 
7.4%
3 22
 
5.8%
4 19
 
5.0%
2 19
 
5.0%
6 13
 
3.4%
5 12
 
3.2%
8 6
 
1.6%
9 5
 
1.3%
10 4
 
1.1%
Other values (19) 29
 
7.7%
ValueCountFrequency (%)
0 220
58.4%
1 28
 
7.4%
2 19
 
5.0%
3 22
 
5.8%
4 19
 
5.0%
5 12
 
3.2%
6 13
 
3.4%
7 4
 
1.1%
8 6
 
1.6%
9 5
 
1.3%
ValueCountFrequency (%)
79 1
 
0.3%
53 1
 
0.3%
41 1
 
0.3%
38 1
 
0.3%
33 1
 
0.3%
32 1
 
0.3%
28 1
 
0.3%
27 1
 
0.3%
23 1
 
0.3%
22 3
0.8%

재발급 등 기타
Real number (ℝ)

ZEROS 

Distinct83
Distinct (%)22.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean53.588859
Minimum0
Maximum274
Zeros218
Zeros (%)57.8%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2024-04-27T11:32:24.603050image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q3145
95-th percentile203.2
Maximum274
Range274
Interquartile range (IQR)145

Descriptive statistics

Standard deviation82.458521
Coefficient of variation (CV)1.5387251
Kurtosis-0.7837481
Mean53.588859
Median Absolute Deviation (MAD)0
Skewness1.0029268
Sum20203
Variance6799.4076
MonotonicityNot monotonic
2024-04-27T11:32:24.857835image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 218
57.8%
1 24
 
6.4%
2 8
 
2.1%
3 6
 
1.6%
176 4
 
1.1%
180 4
 
1.1%
181 4
 
1.1%
178 3
 
0.8%
149 3
 
0.8%
160 3
 
0.8%
Other values (73) 100
26.5%
ValueCountFrequency (%)
0 218
57.8%
1 24
 
6.4%
2 8
 
2.1%
3 6
 
1.6%
4 2
 
0.5%
5 2
 
0.5%
9 1
 
0.3%
10 1
 
0.3%
76 1
 
0.3%
92 1
 
0.3%
ValueCountFrequency (%)
274 1
0.3%
252 1
0.3%
237 1
0.3%
236 1
0.3%
232 1
0.3%
229 1
0.3%
227 1
0.3%
226 1
0.3%
225 1
0.3%
223 1
0.3%

변경등록 총 수
Real number (ℝ)

ZEROS 

Distinct139
Distinct (%)36.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean86.196286
Minimum0
Maximum442
Zeros85
Zeros (%)22.5%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2024-04-27T11:32:25.198953image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q13
median40
Q3186
95-th percentile257.4
Maximum442
Range442
Interquartile range (IQR)183

Descriptive statistics

Standard deviation96.967853
Coefficient of variation (CV)1.1249656
Kurtosis-0.46217985
Mean86.196286
Median Absolute Deviation (MAD)40
Skewness0.96247978
Sum32496
Variance9402.7646
MonotonicityNot monotonic
2024-04-27T11:32:25.509934image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 85
 
22.5%
31 8
 
2.1%
50 8
 
2.1%
38 8
 
2.1%
34 7
 
1.9%
51 7
 
1.9%
32 7
 
1.9%
40 6
 
1.6%
42 6
 
1.6%
1 6
 
1.6%
Other values (129) 229
60.7%
ValueCountFrequency (%)
0 85
22.5%
1 6
 
1.6%
2 3
 
0.8%
3 2
 
0.5%
4 2
 
0.5%
6 1
 
0.3%
8 1
 
0.3%
9 2
 
0.5%
13 1
 
0.3%
14 1
 
0.3%
ValueCountFrequency (%)
442 1
0.3%
329 1
0.3%
306 1
0.3%
303 1
0.3%
302 1
0.3%
301 2
0.5%
296 1
0.3%
290 1
0.3%
285 1
0.3%
283 1
0.3%

사업정지 30일 수
Real number (ℝ)

ZEROS 

Distinct25
Distinct (%)6.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.0185676
Minimum0
Maximum136
Zeros336
Zeros (%)89.1%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2024-04-27T11:32:25.807850image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile15.2
Maximum136
Range136
Interquartile range (IQR)0

Descriptive statistics

Standard deviation9.6869717
Coefficient of variation (CV)4.7989334
Kurtosis114.91814
Mean2.0185676
Median Absolute Deviation (MAD)0
Skewness9.5497551
Sum761
Variance93.83742
MonotonicityNot monotonic
2024-04-27T11:32:26.161301image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=25)
ValueCountFrequency (%)
0 336
89.1%
1 4
 
1.1%
16 3
 
0.8%
10 3
 
0.8%
18 3
 
0.8%
5 3
 
0.8%
17 3
 
0.8%
15 3
 
0.8%
12 2
 
0.5%
27 2
 
0.5%
Other values (15) 15
 
4.0%
ValueCountFrequency (%)
0 336
89.1%
1 4
 
1.1%
2 1
 
0.3%
3 1
 
0.3%
5 3
 
0.8%
6 1
 
0.3%
8 1
 
0.3%
9 1
 
0.3%
10 3
 
0.8%
11 1
 
0.3%
ValueCountFrequency (%)
136 1
 
0.3%
89 1
 
0.3%
40 1
 
0.3%
29 1
 
0.3%
28 1
 
0.3%
27 2
0.5%
22 1
 
0.3%
21 1
 
0.3%
19 1
 
0.3%
18 3
0.8%

사업정지 40일 수
Categorical

IMBALANCE 

Distinct4
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size3.1 KiB
0
374 
42
 
1
1
 
1
17
 
1

Length

Max length2
Median length1
Mean length1.005305
Min length1

Unique

Unique3 ?
Unique (%)0.8%

Sample

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

Common Values

ValueCountFrequency (%)
0 374
99.2%
42 1
 
0.3%
1 1
 
0.3%
17 1
 
0.3%

Length

2024-04-27T11:32:26.588366image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-27T11:32:26.929918image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 374
99.2%
42 1
 
0.3%
1 1
 
0.3%
17 1
 
0.3%

사업정지 60일 수
Real number (ℝ)

ZEROS 

Distinct25
Distinct (%)6.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.1962865
Minimum0
Maximum139
Zeros344
Zeros (%)91.2%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2024-04-27T11:32:27.248720image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile13
Maximum139
Range139
Interquartile range (IQR)0

Descriptive statistics

Standard deviation11.114428
Coefficient of variation (CV)5.0605549
Kurtosis78.989683
Mean2.1962865
Median Absolute Deviation (MAD)0
Skewness8.0719736
Sum828
Variance123.53052
MonotonicityNot monotonic
2024-04-27T11:32:27.636600image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=25)
ValueCountFrequency (%)
0 344
91.2%
10 3
 
0.8%
8 2
 
0.5%
17 2
 
0.5%
15 2
 
0.5%
18 2
 
0.5%
13 2
 
0.5%
1 2
 
0.5%
11 2
 
0.5%
139 1
 
0.3%
Other values (15) 15
 
4.0%
ValueCountFrequency (%)
0 344
91.2%
1 2
 
0.5%
2 1
 
0.3%
5 1
 
0.3%
7 1
 
0.3%
8 2
 
0.5%
10 3
 
0.8%
11 2
 
0.5%
12 1
 
0.3%
13 2
 
0.5%
ValueCountFrequency (%)
139 1
0.3%
87 1
0.3%
82 1
0.3%
57 1
0.3%
49 1
0.3%
43 1
0.3%
42 1
0.3%
30 1
0.3%
27 1
0.3%
20 1
0.3%

벌금 수
Categorical

IMBALANCE 

Distinct5
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size3.1 KiB
0
367 
1
 
5
2
 
3
3
 
1
4
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique2 ?
Unique (%)0.5%

Sample

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

Common Values

ValueCountFrequency (%)
0 367
97.3%
1 5
 
1.3%
2 3
 
0.8%
3 1
 
0.3%
4 1
 
0.3%

Length

2024-04-27T11:32:27.930004image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-27T11:32:28.243464image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 367
97.3%
1 5
 
1.3%
2 3
 
0.8%
3 1
 
0.3%
4 1
 
0.3%

과태료 수
Real number (ℝ)

ZEROS 

Distinct6
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.098143236
Minimum0
Maximum19
Zeros372
Zeros (%)98.7%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2024-04-27T11:32:28.545985image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum19
Range19
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.1101187
Coefficient of variation (CV)11.31121
Kurtosis232.4883
Mean0.098143236
Median Absolute Deviation (MAD)0
Skewness14.509901
Sum37
Variance1.2323636
MonotonicityNot monotonic
2024-04-27T11:32:28.889601image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
0 372
98.7%
4 1
 
0.3%
8 1
 
0.3%
5 1
 
0.3%
19 1
 
0.3%
1 1
 
0.3%
ValueCountFrequency (%)
0 372
98.7%
1 1
 
0.3%
4 1
 
0.3%
5 1
 
0.3%
8 1
 
0.3%
19 1
 
0.3%
ValueCountFrequency (%)
19 1
 
0.3%
8 1
 
0.3%
5 1
 
0.3%
4 1
 
0.3%
1 1
 
0.3%
0 372
98.7%

과징금 수
Real number (ℝ)

ZEROS 

Distinct8
Distinct (%)2.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1193634
Minimum0
Maximum11
Zeros366
Zeros (%)97.1%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2024-04-27T11:32:29.201748image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum11
Range11
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.88068616
Coefficient of variation (CV)7.3781929
Kurtosis107.16672
Mean0.1193634
Median Absolute Deviation (MAD)0
Skewness9.7934069
Sum45
Variance0.7756081
MonotonicityNot monotonic
2024-04-27T11:32:29.546908image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
0 366
97.1%
2 4
 
1.1%
3 2
 
0.5%
5 1
 
0.3%
11 1
 
0.3%
1 1
 
0.3%
10 1
 
0.3%
4 1
 
0.3%
ValueCountFrequency (%)
0 366
97.1%
1 1
 
0.3%
2 4
 
1.1%
3 2
 
0.5%
4 1
 
0.3%
5 1
 
0.3%
10 1
 
0.3%
11 1
 
0.3%
ValueCountFrequency (%)
11 1
 
0.3%
10 1
 
0.3%
5 1
 
0.3%
4 1
 
0.3%
3 2
 
0.5%
2 4
 
1.1%
1 1
 
0.3%
0 366
97.1%

등록취소 수
Real number (ℝ)

ZEROS 

Distinct33
Distinct (%)8.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.0769231
Minimum0
Maximum136
Zeros316
Zeros (%)83.8%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2024-04-27T11:32:30.007117image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile16
Maximum136
Range136
Interquartile range (IQR)0

Descriptive statistics

Standard deviation11.780886
Coefficient of variation (CV)3.828788
Kurtosis57.826028
Mean3.0769231
Median Absolute Deviation (MAD)0
Skewness6.7640811
Sum1160
Variance138.78928
MonotonicityNot monotonic
2024-04-27T11:32:30.285689image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=33)
ValueCountFrequency (%)
0 316
83.8%
7 5
 
1.3%
13 5
 
1.3%
3 4
 
1.1%
9 3
 
0.8%
1 3
 
0.8%
8 3
 
0.8%
16 3
 
0.8%
11 3
 
0.8%
82 2
 
0.5%
Other values (23) 30
 
8.0%
ValueCountFrequency (%)
0 316
83.8%
1 3
 
0.8%
2 2
 
0.5%
3 4
 
1.1%
4 2
 
0.5%
5 1
 
0.3%
6 2
 
0.5%
7 5
 
1.3%
8 3
 
0.8%
9 3
 
0.8%
ValueCountFrequency (%)
136 1
0.3%
82 2
0.5%
76 1
0.3%
50 1
0.3%
47 1
0.3%
44 1
0.3%
37 1
0.3%
34 1
0.3%
33 1
0.3%
25 1
0.3%

행정처분 총 수
Real number (ℝ)

ZEROS 

Distinct57
Distinct (%)15.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.7161804
Minimum0
Maximum143
Zeros253
Zeros (%)67.1%
Negative0
Negative (%)0.0%
Memory size3.4 KiB
2024-04-27T11:32:30.551351image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q36
95-th percentile42.2
Maximum143
Range143
Interquartile range (IQR)6

Descriptive statistics

Standard deviation19.035006
Coefficient of variation (CV)2.4668949
Kurtosis20.413114
Mean7.7161804
Median Absolute Deviation (MAD)0
Skewness4.0611165
Sum2909
Variance362.33147
MonotonicityNot monotonic
2024-04-27T11:32:30.988741image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 253
67.1%
1 10
 
2.7%
3 8
 
2.1%
17 6
 
1.6%
8 5
 
1.3%
13 5
 
1.3%
2 5
 
1.3%
15 5
 
1.3%
9 4
 
1.1%
6 4
 
1.1%
Other values (47) 72
 
19.1%
ValueCountFrequency (%)
0 253
67.1%
1 10
 
2.7%
2 5
 
1.3%
3 8
 
2.1%
4 2
 
0.5%
5 2
 
0.5%
6 4
 
1.1%
7 4
 
1.1%
8 5
 
1.3%
9 4
 
1.1%
ValueCountFrequency (%)
143 1
0.3%
137 1
0.3%
136 1
0.3%
91 1
0.3%
87 1
0.3%
86 1
0.3%
82 2
0.5%
76 1
0.3%
61 1
0.3%
57 1
0.3%

Sample

년도월신규등록 수변경등록 수휴업신고 수폐업신고 수양도양수 수상속신고 수합병신고 수타도시 이관 수업소 상태 수재발급 등 기타변경등록 총 수사업정지 30일 수사업정지 40일 수사업정지 60일 수벌금 수과태료 수과징금 수등록취소 수행정처분 총 수
020243846040001017822900000000
120244453130003015921900000000
2202411654020001020025700004004
320242947020003021226400000000
42023914156270003027444200000000
5202310149715000202013060421000043
62023111350030004018724401008009
7202318560130008025232900000000
8202321724050000018621500000000
92023121443130003018023027170050251
년도월신규등록 수변경등록 수휴업신고 수폐업신고 수양도양수 수상속신고 수합병신고 수타도시 이관 수업소 상태 수재발급 등 기타변경등록 총 수사업정지 30일 수사업정지 40일 수사업정지 60일 수벌금 수과태료 수과징금 수등록취소 수행정처분 총 수
367199353000000000000000000
368199346000000000000000000
369199337100000000100000000
370199322000000000000000000
371199317000000000000000000
37219921212000000000000000000
3731992117000000000000000000
3741992104000000000000000000
375199295000000000000000000
376199288000000000000000000