Overview

Dataset statistics

Number of variables5
Number of observations120
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory5.1 KiB
Average record size in memory43.1 B

Variable types

Numeric2
Categorical3

Dataset

Description파일 다운로드
Author강서구
URLhttps://data.seoul.go.kr/dataList/OA-21815/F/1/datasetView.do

Alerts

시군구명 has constant value ""Constant
과태료명 has constant value ""Constant

Reproduction

Analysis started2023-12-11 05:53:16.548345
Analysis finished2023-12-11 05:53:17.454162
Duration0.91 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

단속년도
Real number (ℝ)

Distinct6
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2017.5
Minimum2015
Maximum2020
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2023-12-11T14:53:17.529283image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2015
5-th percentile2015
Q12016
median2017.5
Q32019
95-th percentile2020
Maximum2020
Range5
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.7149859
Coefficient of variation (CV)0.00085005494
Kurtosis-1.2713429
Mean2017.5
Median Absolute Deviation (MAD)1.5
Skewness0
Sum242100
Variance2.9411765
MonotonicityIncreasing
2023-12-11T14:53:17.706277image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
2015 20
16.7%
2016 20
16.7%
2017 20
16.7%
2018 20
16.7%
2019 20
16.7%
2020 20
16.7%
ValueCountFrequency (%)
2015 20
16.7%
2016 20
16.7%
2017 20
16.7%
2018 20
16.7%
2019 20
16.7%
2020 20
16.7%
ValueCountFrequency (%)
2020 20
16.7%
2019 20
16.7%
2018 20
16.7%
2017 20
16.7%
2016 20
16.7%
2015 20
16.7%

시군구명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
강서구
120 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
강서구 120
100.0%

Length

2023-12-11T14:53:17.865563image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T14:53:18.020602image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강서구 120
100.0%

행정동명
Categorical

Distinct20
Distinct (%)16.7%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
가양1동
 
6
가양2동
 
6
가양3동
 
6
공항동
 
6
등촌1동
 
6
Other values (15)
90 

Length

Max length4
Median length4
Mean length3.9
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row가양1동
2nd row가양2동
3rd row가양3동
4th row공항동
5th row등촌1동

Common Values

ValueCountFrequency (%)
가양1동 6
 
5.0%
가양2동 6
 
5.0%
가양3동 6
 
5.0%
공항동 6
 
5.0%
등촌1동 6
 
5.0%
등촌2동 6
 
5.0%
등촌3동 6
 
5.0%
발산1동 6
 
5.0%
방화1동 6
 
5.0%
방화2동 6
 
5.0%
Other values (10) 60
50.0%

Length

2023-12-11T14:53:18.182062image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
가양1동 6
 
5.0%
가양2동 6
 
5.0%
화곡8동 6
 
5.0%
화곡6동 6
 
5.0%
화곡4동 6
 
5.0%
화곡3동 6
 
5.0%
화곡2동 6
 
5.0%
화곡1동 6
 
5.0%
우장산동 6
 
5.0%
염창동 6
 
5.0%
Other values (10) 60
50.0%

과태료명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
주정차위반과태료
120 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
주정차위반과태료 120
100.0%

Length

2023-12-11T14:53:18.381324image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T14:53:18.484200image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
주정차위반과태료 120
100.0%

단속건수
Real number (ℝ)

Distinct118
Distinct (%)98.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6571.2833
Minimum864
Maximum44608
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2023-12-11T14:53:18.616539image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum864
5-th percentile2039.05
Q13328.75
median5164.5
Q37184.25
95-th percentile15314.45
Maximum44608
Range43744
Interquartile range (IQR)3855.5

Descriptive statistics

Standard deviation6124.6709
Coefficient of variation (CV)0.93203573
Kurtosis20.548202
Mean6571.2833
Median Absolute Deviation (MAD)2008
Skewness3.9656621
Sum788554
Variance37511593
MonotonicityNot monotonic
2023-12-11T14:53:18.805645image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
4977 2
 
1.7%
5124 2
 
1.7%
2282 1
 
0.8%
6744 1
 
0.8%
4394 1
 
0.8%
7702 1
 
0.8%
11695 1
 
0.8%
14247 1
 
0.8%
6697 1
 
0.8%
2329 1
 
0.8%
Other values (108) 108
90.0%
ValueCountFrequency (%)
864 1
0.8%
1048 1
0.8%
1273 1
0.8%
1678 1
0.8%
1801 1
0.8%
1888 1
0.8%
2047 1
0.8%
2084 1
0.8%
2133 1
0.8%
2140 1
0.8%
ValueCountFrequency (%)
44608 1
0.8%
41748 1
0.8%
21335 1
0.8%
20476 1
0.8%
16889 1
0.8%
16425 1
0.8%
15256 1
0.8%
14247 1
0.8%
13730 1
0.8%
13465 1
0.8%

Interactions

2023-12-11T14:53:16.988943image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T14:53:16.723910image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T14:53:17.101309image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T14:53:16.868220image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T14:53:18.911781image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
단속년도행정동명단속건수
단속년도1.0000.0000.000
행정동명0.0001.0000.636
단속건수0.0000.6361.000
2023-12-11T14:53:19.008530image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
단속년도단속건수행정동명
단속년도1.0000.2030.000
단속건수0.2031.0000.336
행정동명0.0000.3361.000

Missing values

2023-12-11T14:53:17.239572image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T14:53:17.390279image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

단속년도시군구명행정동명과태료명단속건수
02015강서구가양1동주정차위반과태료2282
12015강서구가양2동주정차위반과태료864
22015강서구가양3동주정차위반과태료2682
32015강서구공항동주정차위반과태료7447
42015강서구등촌1동주정차위반과태료3523
52015강서구등촌2동주정차위반과태료4168
62015강서구등촌3동주정차위반과태료5878
72015강서구발산1동주정차위반과태료3512
82015강서구방화1동주정차위반과태료6050
92015강서구방화2동주정차위반과태료5567
단속년도시군구명행정동명과태료명단속건수
1102020강서구방화3동주정차위반과태료2714
1112020강서구염창동주정차위반과태료7495
1122020강서구우장산동주정차위반과태료3073
1132020강서구화곡1동주정차위반과태료13410
1142020강서구화곡2동주정차위반과태료3829
1152020강서구화곡3동주정차위반과태료4245
1162020강서구화곡4동주정차위반과태료5120
1172020강서구화곡6동주정차위반과태료5820
1182020강서구화곡8동주정차위반과태료3628
1192020강서구화곡본동주정차위반과태료4098