Overview

Dataset statistics

Number of variables3
Number of observations10000
Missing cells0
Missing cells (%)0.0%
Duplicate rows418
Duplicate rows (%)4.2%
Total size in memory312.5 KiB
Average record size in memory32.0 B

Variable types

Categorical1
DateTime1
Text1

Dataset

Description부산광역시 강서구 내 불법주정차 단속 현황의 정보입니다. 구군명, 위반일자, 위반장소에 대한 데이터를 제공합니다.
Author부산광역시 강서구
URLhttps://www.data.go.kr/data/15125443/fileData.do

Alerts

구군명 has constant value ""Constant
Dataset has 418 (4.2%) duplicate rowsDuplicates

Reproduction

Analysis started2024-04-06 08:24:00.874607
Analysis finished2024-04-06 08:24:01.700405
Duration0.83 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

구군명
Categorical

CONSTANT 

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

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
강서구 10000
100.0%

Length

2024-04-06T17:24:01.825352image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T17:24:02.002886image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강서구 10000
100.0%

단속일시 및 시간
Date

Distinct9145
Distinct (%)91.5%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
Minimum2023-01-01 08:56:00
Maximum2023-12-31 21:11:00
2024-04-06T17:24:02.208547image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-06T17:24:02.463503image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

단속장소
Text

Distinct1229
Distinct (%)12.3%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
2024-04-06T17:24:03.061688image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length16
Median length14
Mean length9.6598
Min length3

Characters and Unicode

Total characters96598
Distinct characters178
Distinct categories6 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique592 ?
Unique (%)5.9%

Sample

1st row화전동 601-1
2nd row노블랜드오션뷰101동주변
3rd row성북동 1519
4th row명지동 명지국제10로
5th row송정동 1623-2
ValueCountFrequency (%)
명지동 2244
 
11.4%
주변 927
 
4.7%
송정동 875
 
4.5%
신호동 640
 
3.3%
대저2동 625
 
3.2%
에일린의 623
 
3.2%
104동 623
 
3.2%
뜰 623
 
3.2%
교차로 331
 
1.7%
대저1동 314
 
1.6%
Other values (1241) 11774
60.1%
2024-04-06T17:24:04.017347image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
9599
 
9.9%
동 6698
 
6.9%
1 5507
 
5.7%
2 5185
 
5.4%
3 4155
 
4.3%
지 3157
 
3.3%
4 3001
 
3.1%
명 2868
 
3.0%
0 2004
 
2.1%
6 1938
 
2.0%
Other values (168) 52486
54.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 58253
60.3%
Decimal Number 26569
27.5%
Space Separator 9599
 
9.9%
Dash Punctuation 1380
 
1.4%
Uppercase Letter 790
 
0.8%
Other Punctuation 7
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 6698
 
11.5%
지 3157
 
5.4%
명 2868
 
4.9%
로 1750
 
3.0%
주 1668
 
2.9%
변 1595
 
2.7%
교 1417
 
2.4%
근 1327
 
2.3%
인 1318
 
2.3%
대 1229
 
2.1%
Other values (146) 35226
60.5%
Decimal Number
ValueCountFrequency (%)
1 5507
20.7%
2 5185
19.5%
3 4155
15.6%
4 3001
11.3%
0 2004
 
7.5%
6 1938
 
7.3%
5 1572
 
5.9%
8 1226
 
4.6%
7 1074
 
4.0%
9 907
 
3.4%
Uppercase Letter
ValueCountFrequency (%)
U 97
12.3%
G 95
12.0%
A 95
12.0%
T 95
12.0%
E 95
12.0%
S 79
10.0%
M 78
9.9%
C 78
9.9%
P 78
9.9%
Space Separator
ValueCountFrequency (%)
9599
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1380
100.0%
Other Punctuation
ValueCountFrequency (%)
, 7
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 58253
60.3%
Common 37555
38.9%
Latin 790
 
0.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 6698
 
11.5%
지 3157
 
5.4%
명 2868
 
4.9%
로 1750
 
3.0%
주 1668
 
2.9%
변 1595
 
2.7%
교 1417
 
2.4%
근 1327
 
2.3%
인 1318
 
2.3%
대 1229
 
2.1%
Other values (146) 35226
60.5%
Common
ValueCountFrequency (%)
9599
25.6%
1 5507
14.7%
2 5185
13.8%
3 4155
11.1%
4 3001
 
8.0%
0 2004
 
5.3%
6 1938
 
5.2%
5 1572
 
4.2%
- 1380
 
3.7%
8 1226
 
3.3%
Other values (3) 1988
 
5.3%
Latin
ValueCountFrequency (%)
U 97
12.3%
G 95
12.0%
A 95
12.0%
T 95
12.0%
E 95
12.0%
S 79
10.0%
M 78
9.9%
C 78
9.9%
P 78
9.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 58253
60.3%
ASCII 38345
39.7%

Most frequent character per block

ASCII
ValueCountFrequency (%)
9599
25.0%
1 5507
14.4%
2 5185
13.5%
3 4155
10.8%
4 3001
 
7.8%
0 2004
 
5.2%
6 1938
 
5.1%
5 1572
 
4.1%
- 1380
 
3.6%
8 1226
 
3.2%
Other values (12) 2778
 
7.2%
Hangul
ValueCountFrequency (%)
동 6698
 
11.5%
지 3157
 
5.4%
명 2868
 
4.9%
로 1750
 
3.0%
주 1668
 
2.9%
변 1595
 
2.7%
교 1417
 
2.4%
근 1327
 
2.3%
인 1318
 
2.3%
대 1229
 
2.1%
Other values (146) 35226
60.5%

Missing values

2024-04-06T17:24:01.404979image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-06T17:24:01.628951image/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

구군명단속일시 및 시간단속장소
32880강서구2023-12-20 11:52화전동 601-1
28025강서구2023-11-01 08:01노블랜드오션뷰101동주변
31654강서구2023-12-06 08:33성북동 1519
16014강서구2023-06-27 15:16명지동 명지국제10로
17428강서구2023-07-13 10:16송정동 1623-2
28231강서구2023-11-03 10:08유통단지1로58번길
16341강서구2023-07-02 07:08꿈바위 어린이집인근
17773강서구2023-07-15 13:39명지동 3413
24352강서구2023-09-22 18:17꿈바위 어린이집인근
330강서구2023-01-05 20:26명지동 3452
구군명단속일시 및 시간단속장소
1661강서구2023-01-19 21:37대방노블랜드2차인근
14936강서구2023-06-16 17:56꿈바위 어린이집인근
22043강서구2023-08-30 18:34명지동 3330
13171강서구2023-05-30 15:08명지중앙상가주변
2088강서구2023-01-25 19:14송정동 24번 교차로인근
4859강서구2023-02-26 18:38에일린의 뜰 104동 주변
11094강서구2023-05-11 16:40송정동 1636
5491강서구2023-03-06 15:39명지동 3271
6336강서구2023-03-16 14:16명지동 3613
6310강서구2023-03-16 10:31대저2동 2037

Duplicate rows

Most frequently occurring

구군명단속일시 및 시간단속장소# duplicates
344강서구2023-11-17 10:18유통단지1로58번길8
126강서구2023-06-19 14:07유통단지1로58번길7
234강서구2023-08-29 20:17명지국제2로28번길6
49강서구2023-03-22 15:09송정동 녹산산업북로5
80강서구2023-05-11 14:58송정동 16005
122강서구2023-06-14 17:06명지국제6로34번길5
138강서구2023-07-04 07:47신호동 1925
148강서구2023-07-13 15:19명지동 36215
186강서구2023-08-03 09:59유통단지1로58번길5
188강서구2023-08-03 10:01대저2동 공항앞길221번길5