Overview

Dataset statistics

Number of variables7
Number of observations10000
Missing cells0
Missing cells (%)0.0%
Duplicate rows310
Duplicate rows (%)3.1%
Total size in memory634.8 KiB
Average record size in memory65.0 B

Variable types

Categorical4
DateTime2
Text1

Dataset

Description경기도 하남시 주정차 위반 단속 위치 현황에 대한 데이터로 집계년도, 관리기관명, 단속일시정보, 단속방법 등의 항목을 제공합니다.
Author경기도 하남시
URLhttps://www.data.go.kr/data/15125372/fileData.do

Alerts

집계년도 has constant value ""Constant
시군명 has constant value ""Constant
관리기관명 has constant value ""Constant
데이터기준일자 has constant value ""Constant
Dataset has 310 (3.1%) duplicate rowsDuplicates

Reproduction

Analysis started2023-12-12 10:17:07.393725
Analysis finished2023-12-12 10:17:10.130658
Duration2.74 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

집계년도
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
2023
10000 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023
2nd row2023
3rd row2023
4th row2023
5th row2023

Common Values

ValueCountFrequency (%)
2023 10000
100.0%

Length

2023-12-12T19:17:10.225674image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T19:17:10.359328image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023 10000
100.0%

시군명
Categorical

CONSTANT 

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

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
하남시 10000
100.0%

Length

2023-12-12T19:17:10.478877image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T19:17:10.606903image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
하남시 10000
100.0%

관리기관명
Categorical

CONSTANT 

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

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
하남시 10000
100.0%

Length

2023-12-12T19:17:10.757301image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T19:17:10.890051image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
하남시 10000
100.0%

단속일시정보
Date

Distinct9182
Distinct (%)91.8%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
Minimum2023-01-01 09:03:00
Maximum2023-11-30 20:37:00
2023-12-12T19:17:11.056141image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:17:11.262149image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

단속장소
Text

Distinct1236
Distinct (%)12.4%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
2023-12-12T19:17:11.589820image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length24
Median length22
Mean length12.9837
Min length6

Characters and Unicode

Total characters129837
Distinct characters272
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique551 ?
Unique (%)5.5%

Sample

1st row망월동 1013
2nd row덕풍동 470-11
3rd row하남시 미사강변중앙로7번안길 (미사3동
4th row동일넥서스주변-풍산동
5th row미사대로 (미사2동)
ValueCountFrequency (%)
하남시 1874
 
10.3%
미사3동 537
 
3.0%
덕풍동 524
 
2.9%
감일동 523
 
2.9%
망월동 512
 
2.8%
풍산동 492
 
2.7%
덕풍3동 436
 
2.4%
신장2동 351
 
1.9%
미사곤드레밥집-미사1동 303
 
1.7%
미사미타워주변-미사1동 249
 
1.4%
Other values (1016) 12331
68.0%
2023-12-12T19:17:12.243295image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
동 10648
 
8.2%
8132
 
6.3%
- 6159
 
4.7%
미 5665
 
4.4%
사 5563
 
4.3%
1 4206
 
3.2%
3 4013
 
3.1%
변 3580
 
2.8%
로 3310
 
2.5%
풍 3304
 
2.5%
Other values (262) 75257
58.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 90512
69.7%
Decimal Number 18944
 
14.6%
Space Separator 8132
 
6.3%
Dash Punctuation 6159
 
4.7%
Open Punctuation 2984
 
2.3%
Close Punctuation 2802
 
2.2%
Uppercase Letter 288
 
0.2%
Math Symbol 16
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 10648
 
11.8%
미 5665
 
6.3%
사 5563
 
6.1%
변 3580
 
4.0%
로 3310
 
3.7%
풍 3304
 
3.7%
덕 2586
 
2.9%
하 2537
 
2.8%
남 2510
 
2.8%
주 2497
 
2.8%
Other values (240) 48312
53.4%
Decimal Number
ValueCountFrequency (%)
1 4206
22.2%
3 4013
21.2%
2 3051
16.1%
4 1765
9.3%
7 1509
 
8.0%
5 953
 
5.0%
6 928
 
4.9%
9 906
 
4.8%
0 841
 
4.4%
8 772
 
4.1%
Uppercase Letter
ValueCountFrequency (%)
K 67
23.3%
C 58
20.1%
A 51
17.7%
S 45
15.6%
V 38
13.2%
P 18
 
6.2%
U 11
 
3.8%
Space Separator
ValueCountFrequency (%)
8132
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 6159
100.0%
Open Punctuation
ValueCountFrequency (%)
( 2984
100.0%
Close Punctuation
ValueCountFrequency (%)
) 2802
100.0%
Math Symbol
ValueCountFrequency (%)
~ 16
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 90512
69.7%
Common 39037
30.1%
Latin 288
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 10648
 
11.8%
미 5665
 
6.3%
사 5563
 
6.1%
변 3580
 
4.0%
로 3310
 
3.7%
풍 3304
 
3.7%
덕 2586
 
2.9%
하 2537
 
2.8%
남 2510
 
2.8%
주 2497
 
2.8%
Other values (240) 48312
53.4%
Common
ValueCountFrequency (%)
8132
20.8%
- 6159
15.8%
1 4206
10.8%
3 4013
10.3%
2 3051
 
7.8%
( 2984
 
7.6%
) 2802
 
7.2%
4 1765
 
4.5%
7 1509
 
3.9%
5 953
 
2.4%
Other values (5) 3463
8.9%
Latin
ValueCountFrequency (%)
K 67
23.3%
C 58
20.1%
A 51
17.7%
S 45
15.6%
V 38
13.2%
P 18
 
6.2%
U 11
 
3.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 90512
69.7%
ASCII 39325
30.3%

Most frequent character per block

Hangul
ValueCountFrequency (%)
동 10648
 
11.8%
미 5665
 
6.3%
사 5563
 
6.1%
변 3580
 
4.0%
로 3310
 
3.7%
풍 3304
 
3.7%
덕 2586
 
2.9%
하 2537
 
2.8%
남 2510
 
2.8%
주 2497
 
2.8%
Other values (240) 48312
53.4%
ASCII
ValueCountFrequency (%)
8132
20.7%
- 6159
15.7%
1 4206
10.7%
3 4013
10.2%
2 3051
 
7.8%
( 2984
 
7.6%
) 2802
 
7.1%
4 1765
 
4.5%
7 1509
 
3.8%
5 953
 
2.4%
Other values (12) 3751
9.5%

단속방법
Categorical

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
고정형CCTV
5372 
이동형CCTV
2985 
안전신문고앱
1643 

Length

Max length7
Median length7
Mean length6.8357
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
고정형CCTV 5372
53.7%
이동형CCTV 2985
29.8%
안전신문고앱 1643
 
16.4%

Length

2023-12-12T19:17:12.398192image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T19:17:12.531972image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
고정형cctv 5372
53.7%
이동형cctv 2985
29.8%
안전신문고앱 1643
 
16.4%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
Minimum2023-11-30 00:00:00
Maximum2023-11-30 00:00:00
2023-12-12T19:17:12.641818image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:17:12.730379image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Missing values

2023-12-12T19:17:09.839794image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T19:17:10.026888image/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
56122023하남시하남시2023-02-26 13:03망월동 1013안전신문고앱2023-11-30
392052023하남시하남시2023-10-02 22:20덕풍동 470-11안전신문고앱2023-11-30
191512023하남시하남시2023-06-01 15:36하남시 미사강변중앙로7번안길 (미사3동이동형CCTV2023-11-30
71512023하남시하남시2023-03-10 09:15동일넥서스주변-풍산동고정형CCTV2023-11-30
302162023하남시하남시2023-08-13 15:14미사대로 (미사2동)이동형CCTV2023-11-30
357692023하남시하남시2023-09-13 22:44덕풍동 460-3안전신문고앱2023-11-30
499172023하남시하남시2023-11-28 14:59신우실로 61 (감일동)이동형CCTV2023-11-30
144452023하남시하남시2023-04-30 15:41벽산아파트주변-덕풍1동고정형CCTV2023-11-30
270672023하남시하남시2023-07-25 08:43학암동 632-1안전신문고앱2023-11-30
138822023하남시하남시2023-04-26 15:07골드프라자주변-풍산동고정형CCTV2023-11-30
집계년도시군명관리기관명단속일시정보단속장소단속방법데이터기준일자
481122023하남시하남시2023-11-17 10:05하남시 미사강변중앙로7번길 (미사3동)이동형CCTV2023-11-30
268522023하남시하남시2023-07-23 14:53미사곤드레밥집-미사1동고정형CCTV2023-11-30
364962023하남시하남시2023-09-18 13:51풍산동 511안전신문고앱2023-11-30
422852023하남시하남시2023-10-18 14:05유테크밸리주변-미사3동고정형CCTV2023-11-30
62162023하남시하남시2023-03-02 20:35하남시 대성로 (덕풍1동)이동형CCTV2023-11-30
474072023하남시하남시2023-11-13 10:05하남시 미사강변한강로220번길 (미사2동)이동형CCTV2023-11-30
468282023하남시하남시2023-11-09 20:39효성해링턴타워-미사1동고정형CCTV2023-11-30
111522023하남시하남시2023-04-07 20:05위례학암로 30 (위례동)이동형CCTV2023-11-30
219462023하남시하남시2023-06-19 15:26롯데캐슬스타앞-미사1동고정형CCTV2023-11-30
334322023하남시하남시2023-09-01 18:22미사센텀비즈-미사3동고정형CCTV2023-11-30

Duplicate rows

Most frequently occurring

집계년도시군명관리기관명단속일시정보단속장소단속방법데이터기준일자# duplicates
2242023하남시하남시2023-09-20 10:18하남시 위례대로4길 (위례동)이동형CCTV2023-11-305
2522023하남시하남시2023-10-17 10:09하남시 위례대로4길 (위례동)이동형CCTV2023-11-305
2882023하남시하남시2023-11-15 10:02하남시 미사강변한강로378번길 (덕풍3동)이동형CCTV2023-11-305
982023하남시하남시2023-05-04 15:22하남시 위례대로6길 (위례동)이동형CCTV2023-11-304
1382023하남시하남시2023-06-12 14:43망월동 1013안전신문고앱2023-11-304
1882023하남시하남시2023-08-09 09:43하남시 미사강변중앙로7번안길 (미사3동)이동형CCTV2023-11-304
2102023하남시하남시2023-09-04 10:51하남시 미사강변중앙로7번안길 (미사3동)이동형CCTV2023-11-304
2162023하남시하남시2023-09-13 10:12하남시 위례대로4길 (위례동)이동형CCTV2023-11-304
2352023하남시하남시2023-10-05 09:57미사강변서로 16 (미사3동)이동형CCTV2023-11-304
2622023하남시하남시2023-10-24 10:15하남시 위례대로4길 (위례동)이동형CCTV2023-11-304