Overview

Dataset statistics

Number of variables8
Number of observations10000
Missing cells0
Missing cells (%)0.0%
Duplicate rows345
Duplicate rows (%)3.5%
Total size in memory712.9 KiB
Average record size in memory73.0 B

Variable types

Categorical6
DateTime1
Text1

Dataset

Description경기도 용인시 주정차단속현황입니다. 집계년도, 시도명, 시군명, 단속일시정보, 단속장소, 단속방법, 관리기관명, 데이터기준일자 데이터를 제공합니다.※ 데이터기준일자 : 2023-11-30
Author경기도 용인시
URLhttps://www.data.go.kr/data/15125308/fileData.do

Alerts

집계년도 has constant value ""Constant
시도명 has constant value ""Constant
시군명 has constant value ""Constant
관리기관명 has constant value ""Constant
데이터기준일자 has constant value ""Constant
Dataset has 345 (3.5%) duplicate rowsDuplicates

Reproduction

Analysis started2023-12-12 03:01:59.026922
Analysis finished2023-12-12 03:01:59.855042
Duration0.83 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

2023-12-12T12:01:59.932264image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T12:02:00.044023image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023 10000
100.0%

시도명
Categorical

CONSTANT 

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

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
경기도 10000
100.0%

Length

2023-12-12T12:02:00.143663image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T12:02:00.242259image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
경기도 10000
100.0%

시군명
Categorical

CONSTANT 

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

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row용인시 기흥구
2nd row용인시 기흥구
3rd row용인시 기흥구
4th row용인시 기흥구
5th row용인시 기흥구

Common Values

ValueCountFrequency (%)
용인시 기흥구 10000
100.0%

Length

2023-12-12T12:02:00.361286image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T12:02:00.472428image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
용인시 10000
50.0%
기흥구 10000
50.0%

단속일시정보
Date

Distinct9098
Distinct (%)91.0%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
Minimum2023-01-01 16:40:00
Maximum2023-11-15 17:59:00
2023-12-12T12:02:00.618245image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T12:02:00.801952image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

단속장소
Text

Distinct1223
Distinct (%)12.2%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
2023-12-12T12:02:01.095777image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length26
Median length24
Mean length10.5721
Min length5

Characters and Unicode

Total characters105721
Distinct characters268
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique665 ?
Unique (%)6.7%

Sample

1st row신갈공영주차장사거리
2nd row 신갈동 83-1 횡단보도
3rd row영덕동 흥덕4로16번길
4th row구청정문앞상가길
5th row중동 이마트뒤 튼싹공원
ValueCountFrequency (%)
앞 879
 
4.2%
농서동 752
 
3.6%
구갈동 575
 
2.8%
횡단보도 547
 
2.6%
중동 530
 
2.6%
영덕동 500
 
2.4%
보정동 420
 
2.0%
신갈공영주차장사거리 379
 
1.8%
삼거리 379
 
1.8%
주변 353
 
1.7%
Other values (1026) 15391
74.3%
2023-12-12T12:02:02.087498image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
11907
 
11.3%
동 5894
 
5.6%
로 2898
 
2.7%
리 2782
 
2.6%
거 2461
 
2.3%
1 2235
 
2.1%
갈 1988
 
1.9%
구 1965
 
1.9%
서 1824
 
1.7%
보 1781
 
1.7%
Other values (258) 69986
66.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 81149
76.8%
Space Separator 11907
 
11.3%
Decimal Number 10755
 
10.2%
Uppercase Letter 981
 
0.9%
Dash Punctuation 786
 
0.7%
Close Punctuation 53
 
0.1%
Open Punctuation 52
 
< 0.1%
Other Punctuation 37
 
< 0.1%
Math Symbol 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 5894
 
7.3%
로 2898
 
3.6%
리 2782
 
3.4%
거 2461
 
3.0%
갈 1988
 
2.4%
구 1965
 
2.4%
서 1824
 
2.2%
보 1781
 
2.2%
번 1725
 
2.1%
덕 1579
 
1.9%
Other values (232) 56252
69.3%
Decimal Number
ValueCountFrequency (%)
1 2235
20.8%
2 1602
14.9%
3 1272
11.8%
4 1037
9.6%
7 1030
9.6%
5 1024
9.5%
6 727
 
6.8%
0 720
 
6.7%
8 712
 
6.6%
9 396
 
3.7%
Uppercase Letter
ValueCountFrequency (%)
K 161
16.4%
A 159
16.2%
C 150
15.3%
X 135
13.8%
R 135
13.8%
P 135
13.8%
T 40
 
4.1%
I 40
 
4.1%
S 26
 
2.7%
Other Punctuation
ValueCountFrequency (%)
. 21
56.8%
, 16
43.2%
Space Separator
ValueCountFrequency (%)
11907
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 786
100.0%
Close Punctuation
ValueCountFrequency (%)
) 53
100.0%
Open Punctuation
ValueCountFrequency (%)
( 52
100.0%
Math Symbol
ValueCountFrequency (%)
~ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 81149
76.8%
Common 23591
 
22.3%
Latin 981
 
0.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 5894
 
7.3%
로 2898
 
3.6%
리 2782
 
3.4%
거 2461
 
3.0%
갈 1988
 
2.4%
구 1965
 
2.4%
서 1824
 
2.2%
보 1781
 
2.2%
번 1725
 
2.1%
덕 1579
 
1.9%
Other values (232) 56252
69.3%
Common
ValueCountFrequency (%)
11907
50.5%
1 2235
 
9.5%
2 1602
 
6.8%
3 1272
 
5.4%
4 1037
 
4.4%
7 1030
 
4.4%
5 1024
 
4.3%
- 786
 
3.3%
6 727
 
3.1%
0 720
 
3.1%
Other values (7) 1251
 
5.3%
Latin
ValueCountFrequency (%)
K 161
16.4%
A 159
16.2%
C 150
15.3%
X 135
13.8%
R 135
13.8%
P 135
13.8%
T 40
 
4.1%
I 40
 
4.1%
S 26
 
2.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 81149
76.8%
ASCII 24572
 
23.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
11907
48.5%
1 2235
 
9.1%
2 1602
 
6.5%
3 1272
 
5.2%
4 1037
 
4.2%
7 1030
 
4.2%
5 1024
 
4.2%
- 786
 
3.2%
6 727
 
3.0%
0 720
 
2.9%
Other values (16) 2232
 
9.1%
Hangul
ValueCountFrequency (%)
동 5894
 
7.3%
로 2898
 
3.6%
리 2782
 
3.4%
거 2461
 
3.0%
갈 1988
 
2.4%
구 1965
 
2.4%
서 1824
 
2.2%
보 1781
 
2.2%
번 1725
 
2.1%
덕 1579
 
1.9%
Other values (232) 56252
69.3%

단속방법
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
고정형CCTV단속
6307 
이동형CCTV단속
2275 
스마트폰단속
1297 
외부기관CCTV단속
 
121

Length

Max length10
Median length9
Mean length8.623
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row고정형CCTV단속
2nd row스마트폰단속
3rd row이동형CCTV단속
4th row고정형CCTV단속
5th row고정형CCTV단속

Common Values

ValueCountFrequency (%)
고정형CCTV단속 6307
63.1%
이동형CCTV단속 2275
 
22.8%
스마트폰단속 1297
 
13.0%
외부기관CCTV단속 121
 
1.2%

Length

2023-12-12T12:02:02.323092image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T12:02:02.474011image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
고정형cctv단속 6307
63.1%
이동형cctv단속 2275
 
22.8%
스마트폰단속 1297
 
13.0%
외부기관cctv단속 121
 
1.2%

관리기관명
Categorical

CONSTANT 

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

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row경기도 용인시청
2nd row경기도 용인시청
3rd row경기도 용인시청
4th row경기도 용인시청
5th row경기도 용인시청

Common Values

ValueCountFrequency (%)
경기도 용인시청 10000
100.0%

Length

2023-12-12T12:02:02.631006image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T12:02:02.751201image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
경기도 10000
50.0%
용인시청 10000
50.0%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
2023-11-30
10000 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-11-30
2nd row2023-11-30
3rd row2023-11-30
4th row2023-11-30
5th row2023-11-30

Common Values

ValueCountFrequency (%)
2023-11-30 10000
100.0%

Length

2023-12-12T12:02:02.909638image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T12:02:03.081773image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-11-30 10000
100.0%

Missing values

2023-12-12T12:01:59.600461image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T12:01:59.776525image/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

집계년도시도명시군명단속일시정보단속장소단속방법관리기관명데이터기준일자
269832023경기도용인시 기흥구2023-04-04 07:05신갈공영주차장사거리고정형CCTV단속경기도 용인시청2023-11-30
20472023경기도용인시 기흥구2023-01-07 17:47신갈동 83-1 횡단보도스마트폰단속경기도 용인시청2023-11-30
148602023경기도용인시 기흥구2023-02-22 09:33영덕동 흥덕4로16번길이동형CCTV단속경기도 용인시청2023-11-30
832972023경기도용인시 기흥구2023-10-11 16:49구청정문앞상가길고정형CCTV단속경기도 용인시청2023-11-30
479342023경기도용인시 기흥구2023-06-16 07:19중동 이마트뒤 튼싹공원고정형CCTV단속경기도 용인시청2023-11-30
670042023경기도용인시 기흥구2023-08-18 15:12강남대 느티나무 삼거리고정형CCTV단속경기도 용인시청2023-11-30
714482023경기도용인시 기흥구2023-09-01 08:35굿모닝방문요양센터앞 사고정형CCTV단속경기도 용인시청2023-11-30
665782023경기도용인시 기흥구2023-08-17 15:49기흥역 3번출구 맞은편고정형CCTV단속경기도 용인시청2023-11-30
552952023경기도용인시 기흥구2023-07-11 09:27청덕우성프라자 앞고정형CCTV단속경기도 용인시청2023-11-30
540262023경기도용인시 기흥구2023-07-05 10:58청덕동 514 횡단보도스마트폰단속경기도 용인시청2023-11-30
집계년도시도명시군명단속일시정보단속장소단속방법관리기관명데이터기준일자
67382023경기도용인시 기흥구2023-01-25 15:44영덕동 흥덕4로30번길이동형CCTV단속경기도 용인시청2023-11-30
130622023경기도용인시 기흥구2023-02-16 14:08신갈공영주차장사거리고정형CCTV단속경기도 용인시청2023-11-30
181412023경기도용인시 기흥구2023-03-07 11:00영덕동 흥덕프라자삼거리고정형CCTV단속경기도 용인시청2023-11-30
577782023경기도용인시 기흥구2023-07-19 15:24보정동 동원아파트고정형CCTV단속경기도 용인시청2023-11-30
475622023경기도용인시 기흥구2023-06-15 11:11굿모닝방문요양센터앞 사고정형CCTV단속경기도 용인시청2023-11-30
863112023경기도용인시 기흥구2023-10-19 09:56보정지구대 사거리고정형CCTV단속경기도 용인시청2023-11-30
873152023경기도용인시 기흥구2023-10-23 07:02신흥덕롯데캐슬 주출입구고정형CCTV단속경기도 용인시청2023-11-30
927252023경기도용인시 기흥구2023-11-08 07:35예닮유치원 근교고정형CCTV단속경기도 용인시청2023-11-30
41892023경기도용인시 기흥구2023-01-16 15:37신갈동 388-719외부기관CCTV단속경기도 용인시청2023-11-30
384232023경기도용인시 기흥구2023-05-12 07:04포스홈타운고정형CCTV단속경기도 용인시청2023-11-30

Duplicate rows

Most frequently occurring

집계년도시도명시군명단속일시정보단속장소단속방법관리기관명데이터기준일자# duplicates
1662023경기도용인시 기흥구2023-06-15 09:59농서동 서천로201번길이동형CCTV단속경기도 용인시청2023-11-306
2522023경기도용인시 기흥구2023-09-12 15:13농서동 서천로이동형CCTV단속경기도 용인시청2023-11-305
162023경기도용인시 기흥구2023-01-17 15:19농서동 서천로이동형CCTV단속경기도 용인시청2023-11-304
302023경기도용인시 기흥구2023-02-06 10:15영덕동 흥덕4로16번길이동형CCTV단속경기도 용인시청2023-11-304
972023경기도용인시 기흥구2023-04-11 15:35농서동 서천로201번길이동형CCTV단속경기도 용인시청2023-11-304
1832023경기도용인시 기흥구2023-06-27 15:03농서동 서천로172번길이동형CCTV단속경기도 용인시청2023-11-304
2332023경기도용인시 기흥구2023-08-24 10:33농서동 서천로172번길이동형CCTV단속경기도 용인시청2023-11-304
2772023경기도용인시 기흥구2023-10-05 10:22농서동 서천로201번길이동형CCTV단속경기도 용인시청2023-11-304
3402023경기도용인시 기흥구2023-11-10 15:13농서동 서천로172번길이동형CCTV단속경기도 용인시청2023-11-304
22023경기도용인시 기흥구2023-01-04 09:56영덕동 흥덕4로30번길이동형CCTV단속경기도 용인시청2023-11-303