Overview

Dataset statistics

Number of variables6
Number of observations147
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory7.5 KiB
Average record size in memory51.9 B

Variable types

Categorical4
Numeric2

Dataset

Description서울특별시 송파구_주차장단속건수정보에 대한 데이터로단속연도, 시도명, 시군구명, 단속동, 단속건수, 단속원금 등에 항목으로 제공합니다.
Author공공데이터포털
URLhttps://www.data.go.kr/data/15091036/fileData.do

Alerts

시도명 has constant value ""Constant
시군구명 has constant value ""Constant
단속건수 is highly overall correlated with 단속원금High correlation
단속원금 is highly overall correlated with 단속건수High correlation

Reproduction

Analysis started2024-04-17 11:05:14.551972
Analysis finished2024-04-17 11:05:15.121050
Duration0.57 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

단속연도
Categorical

Distinct4
Distinct (%)2.7%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
2020
39 
2017
36 
2018
36 
2019
36 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2017
2nd row2017
3rd row2017
4th row2017
5th row2017

Common Values

ValueCountFrequency (%)
2020 39
26.5%
2017 36
24.5%
2018 36
24.5%
2019 36
24.5%

Length

2024-04-17T20:05:15.169615image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T20:05:15.251547image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2020 39
26.5%
2017 36
24.5%
2018 36
24.5%
2019 36
24.5%

시도명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
서울특별시
147 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
서울특별시 147
100.0%

Length

2024-04-17T20:05:15.336767image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T20:05:15.411548image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
서울특별시 147
100.0%

시군구명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
송파구
147 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
송파구 147
100.0%

Length

2024-04-17T20:05:15.495959image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T20:05:15.594195image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
송파구 147
100.0%

단속동
Categorical

Distinct39
Distinct (%)26.5%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
가락1동
 
4
가락2동
 
4
가락동
 
4
가락본동
 
4
거여1동
 
4
Other values (34)
127 

Length

Max length4
Median length4
Mean length3.5782313
Min length3

Unique

Unique3 ?
Unique (%)2.0%

Sample

1st row가락1동
2nd row가락2동
3rd row가락동
4th row가락본동
5th row거여1동

Common Values

ValueCountFrequency (%)
가락1동 4
 
2.7%
가락2동 4
 
2.7%
가락동 4
 
2.7%
가락본동 4
 
2.7%
거여1동 4
 
2.7%
거여2동 4
 
2.7%
거여동 4
 
2.7%
마천1동 4
 
2.7%
석촌동 4
 
2.7%
마천2동 4
 
2.7%
Other values (29) 107
72.8%

Length

2024-04-17T20:05:15.686599image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
가락1동 4
 
2.7%
가락2동 4
 
2.7%
신천동 4
 
2.7%
오금동 4
 
2.7%
오륜동 4
 
2.7%
위례동 4
 
2.7%
잠실2동 4
 
2.7%
잠실3동 4
 
2.7%
송파동 4
 
2.7%
잠실4동 4
 
2.7%
Other values (29) 107
72.8%

단속건수
Real number (ℝ)

HIGH CORRELATION 

Distinct144
Distinct (%)98.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3448.0748
Minimum6
Maximum13676
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.4 KiB
2024-04-17T20:05:15.783562image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum6
5-th percentile184.1
Q11233
median2588
Q34910
95-th percentile9129.2
Maximum13676
Range13670
Interquartile range (IQR)3677

Descriptive statistics

Standard deviation2973.5222
Coefficient of variation (CV)0.86237171
Kurtosis0.96811821
Mean3448.0748
Median Absolute Deviation (MAD)1720
Skewness1.1890286
Sum506867
Variance8841834.3
MonotonicityNot monotonic
2024-04-17T20:05:16.142317image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2371 2
 
1.4%
6774 2
 
1.4%
4936 2
 
1.4%
670 1
 
0.7%
140 1
 
0.7%
284 1
 
0.7%
164 1
 
0.7%
363 1
 
0.7%
45 1
 
0.7%
2912 1
 
0.7%
Other values (134) 134
91.2%
ValueCountFrequency (%)
6 1
0.7%
12 1
0.7%
14 1
0.7%
45 1
0.7%
140 1
0.7%
157 1
0.7%
164 1
0.7%
182 1
0.7%
189 1
0.7%
230 1
0.7%
ValueCountFrequency (%)
13676 1
0.7%
12571 1
0.7%
11828 1
0.7%
11242 1
0.7%
10848 1
0.7%
10344 1
0.7%
9327 1
0.7%
9155 1
0.7%
9069 1
0.7%
8757 1
0.7%

단속원금
Real number (ℝ)

HIGH CORRELATION 

Distinct146
Distinct (%)99.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.4129224 × 108
Minimum240000
Maximum5.6192 × 108
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.4 KiB
2024-04-17T20:05:16.260444image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum240000
5-th percentile7898000
Q149320000
median1.0504 × 108
Q31.9744 × 108
95-th percentile3.719765 × 108
Maximum5.6192 × 108
Range5.6168 × 108
Interquartile range (IQR)1.4812 × 108

Descriptive statistics

Standard deviation1.2086227 × 108
Coefficient of variation (CV)0.85540623
Kurtosis0.97709714
Mean1.4129224 × 108
Median Absolute Deviation (MAD)69970000
Skewness1.1846139
Sum2.076996 × 1010
Variance1.4607687 × 1016
MonotonicityNot monotonic
2024-04-17T20:05:16.371527image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
197440000 2
 
1.4%
121760000 1
 
0.7%
27020000 1
 
0.7%
100210000 1
 
0.7%
5930000 1
 
0.7%
13100000 1
 
0.7%
6890000 1
 
0.7%
14650000 1
 
0.7%
1850000 1
 
0.7%
9700000 1
 
0.7%
Other values (136) 136
92.5%
ValueCountFrequency (%)
240000 1
0.7%
480000 1
0.7%
560000 1
0.7%
1850000 1
0.7%
5930000 1
0.7%
6280000 1
0.7%
6890000 1
0.7%
7340000 1
0.7%
9200000 1
0.7%
9700000 1
0.7%
ValueCountFrequency (%)
561920000 1
0.7%
504510000 1
0.7%
479060000 1
0.7%
461630000 1
0.7%
445480000 1
0.7%
419290000 1
0.7%
373080000 1
0.7%
372395000 1
0.7%
371000000 1
0.7%
350830000 1
0.7%

Interactions

2024-04-17T20:05:14.857795image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-17T20:05:14.707909image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-17T20:05:14.926306image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-17T20:05:14.792103image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-04-17T20:05:16.450211image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
단속연도단속동단속건수단속원금
단속연도1.0000.0000.3100.362
단속동0.0001.0000.6690.661
단속건수0.3100.6691.0000.996
단속원금0.3620.6610.9961.000
2024-04-17T20:05:16.527049image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
단속연도단속동
단속연도1.0000.000
단속동0.0001.000
2024-04-17T20:05:16.596956image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
단속건수단속원금단속연도단속동
단속건수1.0000.9990.1850.263
단속원금0.9991.0000.2200.252
단속연도0.1850.2201.0000.000
단속동0.2630.2520.0001.000

Missing values

2024-04-17T20:05:15.009725image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-17T20:05:15.090554image/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

단속연도시도명시군구명단속동단속건수단속원금
02017서울특별시송파구가락1동2912121760000
12017서울특별시송파구가락2동4196186030000
22017서울특별시송파구가락동9155372395000
32017서울특별시송파구가락본동10848445480000
42017서울특별시송파구거여1동146366320000
52017서울특별시송파구거여2동234099500000
62017서울특별시송파구거여동4508184380000
72017서울특별시송파구마천1동2384100600000
82017서울특별시송파구마천2동2670116010000
92017서울특별시송파구마천동155763525000
단속연도시도명시군구명단속동단속건수단속원금
1372020서울특별시송파구잠실4동2309200000
1382020서울특별시송파구잠실5동6240000
1392020서울특별시송파구잠실6동201080400000
1402020서울특별시송파구잠실7동60024000000
1412020서울특별시송파구잠실동4567182680000
1422020서울특별시송파구잠실본동9327373080000
1432020서울특별시송파구장지동2626105040000
1442020서울특별시송파구풍납1동95738280000
1452020서울특별시송파구풍납2동4936197440000
1462020서울특별시송파구풍납동94737880000