Overview

Dataset statistics

Number of variables7
Number of observations10000
Missing cells0
Missing cells (%)0.0%
Duplicate rows89
Duplicate rows (%)0.9%
Total size in memory634.8 KiB
Average record size in memory65.0 B

Variable types

Numeric1
Categorical4
DateTime2

Dataset

Description양평군 주정차 위반 단속 위치 현황에 대한 데이터로 단속일시정보, 단속장소, 단속방법, 데이터 기준일자 등의 정보를 제공합니다.
URLhttps://www.data.go.kr/data/15100473/fileData.do

Alerts

시군명 has constant value ""Constant
관리기관명 has constant value ""Constant
단속방법 has constant value ""Constant
데이터기준일자 has constant value ""Constant
Dataset has 89 (0.9%) duplicate rowsDuplicates

Reproduction

Analysis started2023-12-12 16:39:26.000480
Analysis finished2023-12-12 16:39:26.572539
Duration0.57 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

집계년도
Real number (ℝ)

Distinct6
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2020.4639
Minimum2018
Maximum2023
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-13T01:39:26.621045image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2018
5-th percentile2018
Q12019
median2021
Q32022
95-th percentile2022
Maximum2023
Range5
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.4065186
Coefficient of variation (CV)0.00069613647
Kurtosis-0.85979913
Mean2020.4639
Median Absolute Deviation (MAD)1
Skewness-0.32881288
Sum20204639
Variance1.9782946
MonotonicityNot monotonic
2023-12-13T01:39:26.732926image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
2021 3043
30.4%
2022 2170
21.7%
2020 1756
17.6%
2018 1321
13.2%
2019 1308
13.1%
2023 402
 
4.0%
ValueCountFrequency (%)
2018 1321
13.2%
2019 1308
13.1%
2020 1756
17.6%
2021 3043
30.4%
2022 2170
21.7%
2023 402
 
4.0%
ValueCountFrequency (%)
2023 402
 
4.0%
2022 2170
21.7%
2021 3043
30.4%
2020 1756
17.6%
2019 1308
13.1%
2018 1321
13.2%

시군명
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
양평군
10000 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
양평군 10000
100.0%

Length

2023-12-13T01:39:26.874776image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:39:26.964462image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
양평군 10000
100.0%

관리기관명
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
양평군
10000 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
양평군 10000
100.0%

Length

2023-12-13T01:39:27.057283image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:39:27.141737image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
양평군 10000
100.0%

단속일시정보
Date

Distinct9807
Distinct (%)98.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
Minimum2018-01-02 09:30:00
Maximum2023-03-31 19:30:00
2023-12-13T01:39:27.243564image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T01:39:27.376164image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

단속장소
Categorical

Distinct44
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
양평 역전길 부근
1244 
용문로사거리부근
1057 
용문역 부근
876 
용문 본죽 부근
867 
양평삼거리 부근
736 
Other values (39)
5220 

Length

Max length12
Median length11
Mean length8.8553
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row양평휴먼빌아파트 삼거리
2nd row양평 역전길 부근
3rd row용문역 부근
4th row양평 역전길 부근
5th row양평휴먼빌아파트 삼거리

Common Values

ValueCountFrequency (%)
양평 역전길 부근 1244
12.4%
용문로사거리부근 1057
 
10.6%
용문역 부근 876
 
8.8%
용문 본죽 부근 867
 
8.7%
양평삼거리 부근 736
 
7.4%
양평시장 사거리 507
 
5.1%
양평 남한강마트 부근 497
 
5.0%
양평 양근 삼거리 부근 467
 
4.7%
양평시장 내 삼거리 348
 
3.5%
용문교회 부근 321
 
3.2%
Other values (34) 3080
30.8%

Length

2023-12-13T01:39:27.579477image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
부근 6555
27.2%
양평 3373
14.0%
역전길 1285
 
5.3%
삼거리 1201
 
5.0%
용문로사거리부근 1057
 
4.4%
양평시장 970
 
4.0%
용문역 876
 
3.6%
용문 875
 
3.6%
본죽 867
 
3.6%
양평삼거리 753
 
3.1%
Other values (36) 6321
26.2%

단속방법
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
고정형CCTV
10000 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
고정형CCTV 10000
100.0%

Length

2023-12-13T01:39:27.694600image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:39:27.800032image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
고정형cctv 10000
100.0%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
Minimum2023-05-19 00:00:00
Maximum2023-05-19 00:00:00
2023-12-13T01:39:27.893405image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T01:39:28.055199image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2023-12-13T01:39:26.288331image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T01:39:28.117320image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
집계년도단속장소
집계년도1.0000.583
단속장소0.5831.000
2023-12-13T01:39:28.193382image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
집계년도단속장소
집계년도1.0000.334
단속장소0.3341.000

Missing values

2023-12-13T01:39:26.409473image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T01:39:26.518376image/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

집계년도시군명관리기관명단속일시정보단속장소단속방법데이터기준일자
437912021양평군양평군2021-12-01 19:03양평휴먼빌아파트 삼거리고정형CCTV2023-05-19
168742020양평군양평군2020-01-30 13:31양평 역전길 부근고정형CCTV2023-05-19
546842022양평군양평군2022-08-29 16:51용문역 부근고정형CCTV2023-05-19
464892022양평군양평군2022-02-07 10:08양평 역전길 부근고정형CCTV2023-05-19
347502021양평군양평군2021-04-19 09:05양평휴먼빌아파트 삼거리고정형CCTV2023-05-19
595492023양평군양평군2023-02-09 13:32양수역 후문(2번출구)고정형CCTV2023-05-19
189422020양평군양평군2020-04-20 17:34양평 오황한의원 부근고정형CCTV2023-05-19
321832021양평군양평군2021-02-18 17:33양서 아리따움 부근고정형CCTV2023-05-19
324452021양평군양평군2021-02-24 19:39양평 역전길 부근고정형CCTV2023-05-19
80572018양평군양평군2018-12-14 09:11용문로사거리부근고정형CCTV2023-05-19
집계년도시군명관리기관명단속일시정보단속장소단속방법데이터기준일자
53972018양평군양평군2018-08-24 10:32용문로사거리부근고정형CCTV2023-05-19
115842019양평군양평군2019-07-01 14:13용문역 부근고정형CCTV2023-05-19
399842021양평군양평군2021-09-11 09:39용문로사거리부근고정형CCTV2023-05-19
148902019양평군양평군2019-11-15 11:41양평어린이집앞고정형CCTV2023-05-19
293772021양평군양평군2021-03-12 15:06용문교회 부근고정형CCTV2023-05-19
405952021양평군양평군2021-10-05 09:52양평시장 사거리고정형CCTV2023-05-19
329772021양평군양평군2021-03-10 15:24양평초교 정문 부근고정형CCTV2023-05-19
374732021양평군양평군2021-06-22 19:24용문역 부근고정형CCTV2023-05-19
132682019양평군양평군2019-09-03 13:03용문역 부근고정형CCTV2023-05-19
69922018양평군양평군2018-11-02 17:35용문 본죽 부근고정형CCTV2023-05-19

Duplicate rows

Most frequently occurring

집계년도시군명관리기관명단속일시정보단속장소단속방법데이터기준일자# duplicates
02018양평군양평군2018-02-19 13:15양평 역전길고정형CCTV2023-05-192
12018양평군양평군2018-03-17 10:01양평 새마을금고 부근고정형CCTV2023-05-192
22019양평군양평군2019-08-17 13:18용문역 부근고정형CCTV2023-05-192
32020양평군양평군2020-12-31 16:37양평역 앞 부근고정형CCTV2023-05-192
42021양평군양평군2021-01-05 17:27양평 역전길 부근고정형CCTV2023-05-192
52021양평군양평군2021-01-07 15:41양평 역전길 부근고정형CCTV2023-05-192
62021양평군양평군2021-01-09 10:56용문 본죽 부근고정형CCTV2023-05-192
72021양평군양평군2021-01-11 15:14양평 역전길 부근고정형CCTV2023-05-192
82021양평군양평군2021-01-12 15:14양평 새마을금고 부근고정형CCTV2023-05-192
92021양평군양평군2021-01-13 13:57용문교회 부근고정형CCTV2023-05-192