Overview

Dataset statistics

Number of variables4
Number of observations10000
Missing cells0
Missing cells (%)0.0%
Duplicate rows994
Duplicate rows (%)9.9%
Total size in memory390.6 KiB
Average record size in memory40.0 B

Variable types

Categorical2
DateTime2

Dataset

Description전라북도 부안군 불법주정차 단속 및 알림 현황을 단속종류, 단속시간, 단속장소, 데이터기준일자 항목으로 제공합니다.
URLhttps://www.data.go.kr/data/15062906/fileData.do

Alerts

데이터기준일자 has constant value ""Constant
Dataset has 994 (9.9%) duplicate rowsDuplicates
단속종류 is highly overall correlated with 단속장소High correlation
단속장소 is highly overall correlated with 단속종류High correlation

Reproduction

Analysis started2023-12-12 22:02:59.437433
Analysis finished2023-12-12 22:02:59.849615
Duration0.41 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

단속종류
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
주정차단속CCTV
4842 
신고
2674 
이동식단속차량
2484 

Length

Max length9
Median length7
Mean length6.6314
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row이동식단속차량
2nd row주정차단속CCTV
3rd row신고
4th row주정차단속CCTV
5th row주정차단속CCTV

Common Values

ValueCountFrequency (%)
주정차단속CCTV 4842
48.4%
신고 2674
26.7%
이동식단속차량 2484
24.8%

Length

2023-12-13T07:02:59.935308image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:03:00.096583image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
주정차단속cctv 4842
48.4%
신고 2674
26.7%
이동식단속차량 2484
24.8%

단속시간
Date

Distinct8218
Distinct (%)82.2%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
Minimum2020-03-20 03:58:00
Maximum2020-08-07 11:22:00
2023-12-13T07:03:00.248250image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:03:00.474027image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

단속장소
Categorical

HIGH CORRELATION 

Distinct13
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
홈페이지
2674 
이동형장소
2484 
터미널사거리
1436 
고려약국
1369 
아담사거리
962 
Other values (8)
1075 

Length

Max length10
Median length8
Mean length4.9475
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row이동형장소
2nd row터미널사거리
3rd row홈페이지
4th row터미널사거리
5th row아담사거리

Common Values

ValueCountFrequency (%)
홈페이지 2674
26.7%
이동형장소 2484
24.8%
터미널사거리 1436
14.4%
고려약국 1369
13.7%
아담사거리 962
 
9.6%
천하일미 사거리 416
 
4.2%
행복한웨딩홀 196
 
2.0%
동초사거리 150
 
1.5%
줄포공영주차장 109
 
1.1%
줄포농협앞 75
 
0.8%
Other values (3) 129
 
1.3%

Length

2023-12-13T07:03:00.631717image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
홈페이지 2674
25.7%
이동형장소 2484
23.8%
터미널사거리 1436
13.8%
고려약국 1369
13.1%
아담사거리 962
 
9.2%
천하일미 416
 
4.0%
사거리 416
 
4.0%
행복한웨딩홀 196
 
1.9%
동초사거리 150
 
1.4%
줄포공영주차장 109
 
1.0%
Other values (4) 204
 
2.0%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
Minimum2023-08-30 00:00:00
Maximum2023-08-30 00:00:00
2023-12-13T07:03:00.725447image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:03:00.811824image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Correlations

2023-12-13T07:03:00.877205image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
단속종류단속장소
단속종류1.0001.000
단속장소1.0001.000
2023-12-13T07:03:00.966787image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
단속종류단속장소
단속종류1.0000.999
단속장소0.9991.000
2023-12-13T07:03:01.070598image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
단속종류단속장소
단속종류1.0000.999
단속장소0.9991.000

Missing values

2023-12-13T07:02:59.717828image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T07:02:59.799244image/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

단속종류단속시간단속장소데이터기준일자
15719이동식단속차량2020-07-10 14:19이동형장소2023-08-30
4846주정차단속CCTV2020-04-21 18:01터미널사거리2023-08-30
12631신고2020-06-19 18:55홈페이지2023-08-30
10802주정차단속CCTV2020-06-05 11:22터미널사거리2023-08-30
10466주정차단속CCTV2020-06-03 14:26아담사거리2023-08-30
8165주정차단속CCTV2020-05-18 16:34터미널사거리2023-08-30
5097이동식단속차량2020-04-23 14:20이동형장소2023-08-30
15209주정차단속CCTV2020-07-07 16:36고려약국2023-08-30
337주정차단속CCTV2020-03-22 16:43천하일미 사거리2023-08-30
12290주정차단속CCTV2020-06-17 16:35행복한웨딩홀2023-08-30
단속종류단속시간단속장소데이터기준일자
16204주정차단속CCTV2020-07-14 17:29목포냉동주차장앞2023-08-30
3623이동식단속차량2020-04-13 14:35이동형장소2023-08-30
17515주정차단속CCTV2020-07-23 09:25터미널사거리2023-08-30
13579이동식단속차량2020-06-26 10:46이동형장소2023-08-30
7827주정차단속CCTV2020-05-15 10:31터미널사거리2023-08-30
17638주정차단속CCTV2020-07-23 16:43천하일미 사거리2023-08-30
6022신고2020-05-01 17:54홈페이지2023-08-30
17641신고2020-07-23 16:43홈페이지2023-08-30
10967신고2020-06-06 12:54홈페이지2023-08-30
7627주정차단속CCTV2020-05-14 11:23고려약국2023-08-30

Duplicate rows

Most frequently occurring

단속종류단속시간단속장소데이터기준일자# duplicates
501신고2020-07-16 14:10홈페이지2023-08-3013
502신고2020-07-16 14:11홈페이지2023-08-309
503신고2020-07-16 14:12홈페이지2023-08-309
504신고2020-07-16 14:13홈페이지2023-08-308
17신고2020-03-25 17:21홈페이지2023-08-305
176신고2020-05-10 16:48홈페이지2023-08-305
345신고2020-06-19 11:07홈페이지2023-08-305
16신고2020-03-25 03:59홈페이지2023-08-304
22신고2020-03-27 14:25홈페이지2023-08-304
81신고2020-04-14 17:42홈페이지2023-08-304