Overview

Dataset statistics

Number of variables5
Number of observations10000
Missing cells0
Missing cells (%)0.0%
Duplicate rows206
Duplicate rows (%)2.1%
Total size in memory468.8 KiB
Average record size in memory48.0 B

Variable types

DateTime2
Categorical2
Text1

Dataset

Description경상남도 창원시 불법주정차단속현황입니다. 항목은 일자, 시간, 장소입니다. 기간은 2017년 ~ 2020. 8. 31.까지입니다.
Author경상남도 창원시
URLhttps://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=15064342

Alerts

Dataset has 206 (2.1%) duplicate rowsDuplicates

Reproduction

Analysis started2023-12-10 22:58:47.727856
Analysis finished2023-12-10 22:58:48.300902
Duration0.57 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

단속일자
Date

Distinct150
Distinct (%)1.5%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
Minimum2017-01-01 00:00:00
Maximum2017-05-31 00:00:00
2023-12-11T07:58:48.371783image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T07:58:48.502899image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

단속시간
Date

Distinct883
Distinct (%)8.8%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
Minimum2023-12-11 01:16:00
Maximum2023-12-11 23:44:00
2023-12-11T07:58:48.635579image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T07:58:48.773740image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

구청 구분
Categorical

Distinct5
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
마산회원구
2539 
의창구
2405 
성산구
2237 
마산합포구
2046 
진해구
773 

Length

Max length5
Median length3
Mean length3.917
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row의창구
2nd row마산합포구
3rd row성산구
4th row의창구
5th row마산합포구

Common Values

ValueCountFrequency (%)
마산회원구 2539
25.4%
의창구 2405
24.1%
성산구 2237
22.4%
마산합포구 2046
20.5%
진해구 773
 
7.7%

Length

2023-12-11T07:58:48.932080image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:58:49.052480image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
마산회원구 2539
25.4%
의창구 2405
24.1%
성산구 2237
22.4%
마산합포구 2046
20.5%
진해구 773
 
7.7%

단속장소명
Text

Distinct1809
Distinct (%)18.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
2023-12-11T07:58:49.247632image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length24
Median length20
Mean length9.1161
Min length3

Characters and Unicode

Total characters91161
Distinct characters510
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique969 ?
Unique (%)9.7%

Sample

1st row용지호수
2nd row산호교차로주변
3rd row대방동와이몰
4th row팔룡동 시외버스종합터미널
5th row해운동월영동4길
ValueCountFrequency (%)
주변 2643
 
15.8%
상남동 561
 
3.4%
용원동 260
 
1.6%
북면근린공원앞 255
 
1.5%
팔용동 233
 
1.4%
양덕2동사거리 185
 
1.1%
팔용동주민센터주변 155
 
0.9%
중앙동 153
 
0.9%
용호동 141
 
0.8%
부근 130
 
0.8%
Other values (1771) 11966
71.7%
2023-12-11T07:58:49.860612image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
동 7696
 
8.4%
6695
 
7.3%
주 5409
 
5.9%
변 4711
 
5.2%
원 2104
 
2.3%
남 1751
 
1.9%
로 1682
 
1.8%
용 1645
 
1.8%
상 1552
 
1.7%
산 1349
 
1.5%
Other values (500) 56567
62.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 80345
88.1%
Space Separator 6695
 
7.3%
Decimal Number 3192
 
3.5%
Uppercase Letter 423
 
0.5%
Dash Punctuation 151
 
0.2%
Other Punctuation 137
 
0.2%
Open Punctuation 125
 
0.1%
Close Punctuation 76
 
0.1%
Lowercase Letter 17
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 7696
 
9.6%
주 5409
 
6.7%
변 4711
 
5.9%
원 2104
 
2.6%
남 1751
 
2.2%
로 1682
 
2.1%
용 1645
 
2.0%
상 1552
 
1.9%
산 1349
 
1.7%
리 1044
 
1.3%
Other values (452) 51402
64.0%
Uppercase Letter
ValueCountFrequency (%)
H 99
23.4%
M 76
18.0%
C 50
11.8%
S 32
 
7.6%
G 22
 
5.2%
A 22
 
5.2%
K 21
 
5.0%
Y 21
 
5.0%
I 18
 
4.3%
U 13
 
3.1%
Other values (10) 49
11.6%
Decimal Number
ValueCountFrequency (%)
1 760
23.8%
2 711
22.3%
3 547
17.1%
5 408
12.8%
4 155
 
4.9%
7 152
 
4.8%
6 144
 
4.5%
0 140
 
4.4%
9 91
 
2.9%
8 84
 
2.6%
Lowercase Letter
ValueCountFrequency (%)
t 4
23.5%
k 3
17.6%
c 2
11.8%
x 2
11.8%
s 2
11.8%
u 2
11.8%
g 1
 
5.9%
y 1
 
5.9%
Other Punctuation
ValueCountFrequency (%)
· 117
85.4%
& 8
 
5.8%
, 6
 
4.4%
. 6
 
4.4%
Open Punctuation
ValueCountFrequency (%)
( 121
96.8%
[ 4
 
3.2%
Close Punctuation
ValueCountFrequency (%)
) 75
98.7%
] 1
 
1.3%
Space Separator
ValueCountFrequency (%)
6695
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 151
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 80345
88.1%
Common 10376
 
11.4%
Latin 440
 
0.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 7696
 
9.6%
주 5409
 
6.7%
변 4711
 
5.9%
원 2104
 
2.6%
남 1751
 
2.2%
로 1682
 
2.1%
용 1645
 
2.0%
상 1552
 
1.9%
산 1349
 
1.7%
리 1044
 
1.3%
Other values (452) 51402
64.0%
Latin
ValueCountFrequency (%)
H 99
22.5%
M 76
17.3%
C 50
11.4%
S 32
 
7.3%
G 22
 
5.0%
A 22
 
5.0%
K 21
 
4.8%
Y 21
 
4.8%
I 18
 
4.1%
U 13
 
3.0%
Other values (18) 66
15.0%
Common
ValueCountFrequency (%)
6695
64.5%
1 760
 
7.3%
2 711
 
6.9%
3 547
 
5.3%
5 408
 
3.9%
4 155
 
1.5%
7 152
 
1.5%
- 151
 
1.5%
6 144
 
1.4%
0 140
 
1.3%
Other values (10) 513
 
4.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 80344
88.1%
ASCII 10699
 
11.7%
None 117
 
0.1%
Compat Jamo 1
 
< 0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
동 7696
 
9.6%
주 5409
 
6.7%
변 4711
 
5.9%
원 2104
 
2.6%
남 1751
 
2.2%
로 1682
 
2.1%
용 1645
 
2.0%
상 1552
 
1.9%
산 1349
 
1.7%
리 1044
 
1.3%
Other values (451) 51401
64.0%
ASCII
ValueCountFrequency (%)
6695
62.6%
1 760
 
7.1%
2 711
 
6.6%
3 547
 
5.1%
5 408
 
3.8%
4 155
 
1.4%
7 152
 
1.4%
- 151
 
1.4%
6 144
 
1.3%
0 140
 
1.3%
Other values (37) 836
 
7.8%
None
ValueCountFrequency (%)
· 117
100.0%
Compat Jamo
ValueCountFrequency (%)
ㅈ 1
100.0%

단속구분(단속장비)
Categorical

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
CCTV
6966 
현장단속
2712 
주차민원
 
322

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowCCTV
2nd rowCCTV
3rd rowCCTV
4th row현장단속
5th rowCCTV

Common Values

ValueCountFrequency (%)
CCTV 6966
69.7%
현장단속 2712
 
27.1%
주차민원 322
 
3.2%

Length

2023-12-11T07:58:50.018904image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:58:50.120649image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
cctv 6966
69.7%
현장단속 2712
 
27.1%
주차민원 322
 
3.2%

Correlations

2023-12-11T07:58:50.180451image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
구청 구분단속구분(단속장비)
구청 구분1.0000.493
단속구분(단속장비)0.4931.000
2023-12-11T07:58:50.260230image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
단속구분(단속장비)구청 구분
단속구분(단속장비)1.0000.427
구청 구분0.4271.000
2023-12-11T07:58:50.354135image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
구청 구분단속구분(단속장비)
구청 구분1.0000.427
단속구분(단속장비)0.4271.000

Missing values

2023-12-11T07:58:48.162778image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T07:58:48.254478image/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

단속일자단속시간구청 구분단속장소명단속구분(단속장비)
401592017-03-0611:08의창구용지호수CCTV
622652017-04-0809:41마산합포구산호교차로주변CCTV
697952017-04-2110:06성산구대방동와이몰CCTV
820172017-05-1414:24의창구팔룡동 시외버스종합터미널현장단속
340092017-02-2319:06마산합포구해운동월영동4길CCTV
245012017-02-0916:07마산회원구산호천서길CCTV
335772017-02-2311:20의창구창원중앙역CCTV
458792017-03-1410:06성산구상남동 위드필 타워 주변현장단속
349802017-02-2415:35마산회원구합성남로CCTV
309602017-02-1914:56마산합포구신포동1가해안대로CCTV
단속일자단속시간구청 구분단속장소명단속구분(단속장비)
736502017-04-2711:47진해구용원동 애플타운 주변 이중주차현장단속
689402017-04-2009:59성산구상남동 G&G빌딩 주변현장단속
888152017-05-2310:30마산합포구중앙동3가중앙북1길CCTV
872992017-05-2219:37의창구봉곡동봉곡삼거리CCTV
835082017-05-1615:18성산구상남동상남분수공원CCTV
713952017-04-2418:50진해구풍호동 풍호초등학교 주변현장단속
753102017-05-0113:56마산합포구월영동파라다이스주변CCTV
297052017-02-1617:11진해구중앙동 서부보건소 주변 인도현장단속
500542017-03-2015:22마산합포구자산동삼거리주변CCTV
898672017-05-2411:39마산합포구월영동MH우리병원주변CCTV

Duplicate rows

Most frequently occurring

단속일자단속시간구청 구분단속장소명단속구분(단속장비)# duplicates
1002017-03-0820:49의창구도계동원이대로56번길CCTV5
542017-02-0719:33마산합포구해운동월영동4길CCTV4
2002017-05-2608:25성산구완암로 부근CCTV4
12017-01-0315:30마산합포구창포동3가문화동13길CCTV3
152017-01-1010:25마산회원구회원동무학로CCTV3
182017-01-1220:05마산합포구해운동월영동4길CCTV3
202017-01-1610:15마산회원구금강로CCTV3
232017-01-1715:09마산회원구합성동585CCTV3
502017-02-0615:50마산합포구창포동3가문화동13길CCTV3
962017-03-0719:41의창구용호동용지로153번길CCTV3