Overview

Dataset statistics

Number of variables8
Number of observations1193
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory75.9 KiB
Average record size in memory65.1 B

Variable types

Numeric1
DateTime3
Categorical4

Dataset

Description인천광역시 남동구 밤샘주차단속시스템 스마트민원 신고 현황에 대한 데이터로 연번, 신청일자, 신고경로, 민원내용, 민원유형, 행정동명, 데이터기준일 항목을 제공합니다.
Author인천광역시 남동구
URLhttps://data.incheon.go.kr/findData/publicDataDetail?dataId=15087110&srcSe=7661IVAWM27C61E190

Alerts

데이터기준일 has constant value ""Constant
신고경로 is highly imbalanced (89.5%)Imbalance
민원내용 is highly imbalanced (82.0%)Imbalance
민원유형 is highly imbalanced (55.6%)Imbalance
연번 has unique valuesUnique

Reproduction

Analysis started2024-01-28 10:44:29.579010
Analysis finished2024-01-28 10:44:30.324057
Duration0.75 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

UNIQUE 

Distinct1193
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean597
Minimum1
Maximum1193
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size10.6 KiB
2024-01-28T19:44:30.378975image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile60.6
Q1299
median597
Q3895
95-th percentile1133.4
Maximum1193
Range1192
Interquartile range (IQR)596

Descriptive statistics

Standard deviation344.53374
Coefficient of variation (CV)0.57710845
Kurtosis-1.2
Mean597
Median Absolute Deviation (MAD)298
Skewness0
Sum712221
Variance118703.5
MonotonicityStrictly increasing
2024-01-28T19:44:30.485560image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.1%
802 1
 
0.1%
800 1
 
0.1%
799 1
 
0.1%
798 1
 
0.1%
797 1
 
0.1%
796 1
 
0.1%
795 1
 
0.1%
794 1
 
0.1%
793 1
 
0.1%
Other values (1183) 1183
99.2%
ValueCountFrequency (%)
1 1
0.1%
2 1
0.1%
3 1
0.1%
4 1
0.1%
5 1
0.1%
6 1
0.1%
7 1
0.1%
8 1
0.1%
9 1
0.1%
10 1
0.1%
ValueCountFrequency (%)
1193 1
0.1%
1192 1
0.1%
1191 1
0.1%
1190 1
0.1%
1189 1
0.1%
1188 1
0.1%
1187 1
0.1%
1186 1
0.1%
1185 1
0.1%
1184 1
0.1%

신청일자
Date

Distinct512
Distinct (%)42.9%
Missing0
Missing (%)0.0%
Memory size9.4 KiB
Minimum2021-01-02 00:00:00
Maximum2023-05-03 00:00:00
2024-01-28T19:44:30.611195image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-28T19:44:30.731273image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

처리일자
Date

Distinct241
Distinct (%)20.2%
Missing0
Missing (%)0.0%
Memory size9.4 KiB
Minimum2021-01-06 00:00:00
Maximum2023-05-11 00:00:00
2024-01-28T19:44:30.833772image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-28T19:44:30.939618image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

신고경로
Categorical

IMBALANCE 

Distinct6
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size9.4 KiB
안전신문고
1153 
국민신문고 Web
 
18
국민신문고 APP
 
15
국민신문고 기관프레임 Web
 
3
국민신문고 모바일 Web
 
3

Length

Max length19
Median length5
Mean length5.1676446
Min length5

Unique

Unique1 ?
Unique (%)0.1%

Sample

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

Common Values

ValueCountFrequency (%)
안전신문고 1153
96.6%
국민신문고 Web 18
 
1.5%
국민신문고 APP 15
 
1.3%
국민신문고 기관프레임 Web 3
 
0.3%
국민신문고 모바일 Web 3
 
0.3%
국민신문고 기관프레임 모바일 Web 1
 
0.1%

Length

2024-01-28T19:44:31.077876image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-28T19:44:31.167024image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
안전신문고 1153
92.9%
국민신문고 40
 
3.2%
web 25
 
2.0%
app 15
 
1.2%
기관프레임 4
 
0.3%
모바일 4
 
0.3%

민원내용
Categorical

IMBALANCE 

Distinct28
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size9.4 KiB
영업용자동차 차고지외 밤샘주차 단속 요청
1026 
불법 밤샘주차 단속
121 
차고지 외 밤샘주차 단속
 
10
영업용자동차 차고지외 밤샘주차 단속 요청
 
5
화물 차고지 외 밤샘주차
 
4
Other values (23)
 
27

Length

Max length28
Median length22
Mean length20.447611
Min length4

Unique

Unique19 ?
Unique (%)1.6%

Sample

1st row영업용자동차 차고지외 밤샘주차 단속 요청
2nd row영업용자동차 차고지외 밤샘주차 단속 요청
3rd row영업용자동차 차고지외 밤샘주차 단속 요청
4th row영업용자동차 차고지외 밤샘주차 단속 요청
5th row영업용자동차 차고지외 밤샘주차 단속 요청

Common Values

ValueCountFrequency (%)
영업용자동차 차고지외 밤샘주차 단속 요청 1026
86.0%
불법 밤샘주차 단속 121
 
10.1%
차고지 외 밤샘주차 단속 10
 
0.8%
영업용자동차 차고지외 밤샘주차 단속 요청 5
 
0.4%
화물 차고지 외 밤샘주차 4
 
0.3%
주정차 단속 추진 2
 
0.2%
간석하이네스오피스텔 밤샘주차 단속 2
 
0.2%
화물 밤샘주차 2
 
0.2%
밤샘주차 단속 2
 
0.2%
<NA> 1
 
0.1%
Other values (18) 18
 
1.5%

Length

2024-01-28T19:44:31.254970image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
밤샘주차 1180
20.9%
단속 1175
20.8%
요청 1038
18.4%
차고지외 1033
18.3%
영업용자동차 1031
18.2%
불법 121
 
2.1%
차고지 17
 
0.3%
외 17
 
0.3%
화물 8
 
0.1%
간석하이네스오피스텔 2
 
< 0.1%
Other values (30) 33
 
0.6%

민원유형
Categorical

IMBALANCE 

Distinct6
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size9.4 KiB
일반민원
853 
협조민원
228 
빈발민원
108 
다부처.협조
 
2
다부처민원
 
1

Length

Max length7
Median length4
Mean length4.0058676
Min length4

Unique

Unique2 ?
Unique (%)0.2%

Sample

1st row협조민원
2nd row협조민원
3rd row협조민원
4th row일반민원
5th row협조민원

Common Values

ValueCountFrequency (%)
일반민원 853
71.5%
협조민원 228
 
19.1%
빈발민원 108
 
9.1%
다부처.협조 2
 
0.2%
다부처민원 1
 
0.1%
취하민원 1
 
0.1%

Length

2024-01-28T19:44:31.347466image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-28T19:44:31.429494image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
일반민원 853
71.5%
협조민원 228
 
19.1%
빈발민원 108
 
9.1%
다부처.협조 2
 
0.2%
다부처민원 1
 
0.1%
취하민원 1
 
0.1%

행정동명
Categorical

Distinct22
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size9.4 KiB
논현고잔동
174 
논현2동
147 
서창2동
111 
간석1동
107 
남촌도림동
98 
Other values (17)
556 

Length

Max length5
Median length4
Mean length4.2908634
Min length3

Unique

Unique1 ?
Unique (%)0.1%

Sample

1st row장수서창동
2nd row간석3동
3rd row논현고잔동
4th row논현고잔동
5th row논현고잔동

Common Values

ValueCountFrequency (%)
논현고잔동 174
14.6%
논현2동 147
12.3%
서창2동 111
9.3%
간석1동 107
9.0%
남촌도림동 98
8.2%
구월2동 88
7.4%
간석3동 80
6.7%
논현1동 78
6.5%
장수서창동 76
 
6.4%
만수1동 40
 
3.4%
Other values (12) 194
16.3%

Length

2024-01-28T19:44:31.529688image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
논현고잔동 174
14.6%
논현2동 147
12.3%
서창2동 111
9.3%
간석1동 107
9.0%
남촌도림동 98
8.2%
구월2동 88
7.4%
간석3동 80
6.7%
논현1동 78
6.5%
장수서창동 76
 
6.4%
만수1동 40
 
3.4%
Other values (12) 194
16.3%

데이터기준일
Date

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size9.4 KiB
Minimum2023-05-12 00:00:00
Maximum2023-05-12 00:00:00
2024-01-28T19:44:31.614267image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-28T19:44:31.681706image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2024-01-28T19:44:29.875061image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-01-28T19:44:31.736249image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번신고경로민원내용민원유형행정동명
연번1.0000.2780.6960.4750.564
신고경로0.2781.0000.4070.1710.417
민원내용0.6960.4071.0000.0000.697
민원유형0.4750.1710.0001.0000.388
행정동명0.5640.4170.6970.3881.000
2024-01-28T19:44:31.810499image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
신고경로민원유형행정동명민원내용
신고경로1.0000.0630.2000.190
민원유형0.0631.0000.1840.000
행정동명0.2000.1841.0000.252
민원내용0.1900.0000.2521.000
2024-01-28T19:44:31.882858image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번신고경로민원내용민원유형행정동명
연번1.0000.1490.3330.2730.245
신고경로0.1491.0000.1900.0630.200
민원내용0.3330.1901.0000.0000.252
민원유형0.2730.0630.0001.0000.184
행정동명0.2450.2000.2520.1841.000

Missing values

2024-01-28T19:44:30.191912image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-01-28T19:44:30.282521image/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

연번신청일자처리일자신고경로민원내용민원유형행정동명데이터기준일
012021-01-022021-01-12안전신문고영업용자동차 차고지외 밤샘주차 단속 요청협조민원장수서창동2023-05-12
122021-01-042021-01-06안전신문고영업용자동차 차고지외 밤샘주차 단속 요청협조민원간석3동2023-05-12
232021-01-042021-01-13안전신문고영업용자동차 차고지외 밤샘주차 단속 요청협조민원논현고잔동2023-05-12
342021-01-062021-01-14안전신문고영업용자동차 차고지외 밤샘주차 단속 요청일반민원논현고잔동2023-05-12
452021-01-092021-01-19안전신문고영업용자동차 차고지외 밤샘주차 단속 요청협조민원논현고잔동2023-05-12
562021-01-102021-01-14안전신문고영업용자동차 차고지외 밤샘주차 단속 요청일반민원만수3동2023-05-12
672021-01-152021-01-21안전신문고영업용자동차 차고지외 밤샘주차 단속 요청일반민원만수3동2023-05-12
782021-01-162021-01-21안전신문고영업용자동차 차고지외 밤샘주차 단속 요청일반민원간석1동2023-05-12
892021-01-202021-01-28안전신문고영업용자동차 차고지외 밤샘주차 단속 요청일반민원서창2동2023-05-12
9102021-01-222021-01-28안전신문고영업용자동차 차고지외 밤샘주차 단속 요청일반민원논현고잔동2023-05-12
연번신청일자처리일자신고경로민원내용민원유형행정동명데이터기준일
118311842023-04-292023-05-08안전신문고불법 밤샘주차 단속협조민원간석1동2023-05-12
118411852023-04-302023-05-10안전신문고불법 밤샘주차 단속일반민원논현2동2023-05-12
118511862023-05-012023-05-10안전신문고불법 밤샘주차 단속협조민원간석1동2023-05-12
118611872023-05-012023-05-10안전신문고불법 밤샘주차 단속일반민원논현2동2023-05-12
118711882023-05-022023-05-11안전신문고불법 밤샘주차 단속협조민원서창2동2023-05-12
118811892023-05-022023-05-11안전신문고불법 밤샘주차 단속일반민원서창2동2023-05-12
118911902023-05-022023-05-11안전신문고불법 밤샘주차 단속일반민원만수1동2023-05-12
119011912023-05-022023-05-11안전신문고불법 밤샘주차 단속일반민원만수1동2023-05-12
119111922023-05-032023-05-11안전신문고불법 밤샘주차 단속일반민원만수1동2023-05-12
119211932023-05-032023-05-11안전신문고불법 밤샘주차 단속일반민원구월4동2023-05-12