Overview

Dataset statistics

Number of variables11
Number of observations74
Missing cells2
Missing cells (%)0.2%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory6.5 KiB
Average record size in memory89.8 B

Variable types

Categorical6
Text4
DateTime1

Dataset

Description강릉시 직업소개소 현황 자료에 대한 데이터로 업체명, 소재지주소(위도, 경도), 관리번호, 인허가일자, 소재지 전화번호 등을 제공합니다.
URLhttps://www.data.go.kr/data/3043794/fileData.do

Alerts

시도 has constant value ""Constant
시군구 has constant value ""Constant
운영상태 has constant value ""Constant
기준일 has constant value ""Constant
유무료구분 is highly imbalanced (69.7%)Imbalance
사업소전체주소 has 2 (2.7%) missing valuesMissing
사업자명 has unique valuesUnique
인허가번호 has unique valuesUnique

Reproduction

Analysis started2023-12-12 04:41:13.207297
Analysis finished2023-12-12 04:41:14.463587
Duration1.26 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시도
Categorical

CONSTANT 

Distinct1
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Memory size724.0 B
강원특별자치도
74 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
강원특별자치도 74
100.0%

Length

2023-12-12T13:41:14.560576image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T13:41:14.681205image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강원특별자치도 74
100.0%

시군구
Categorical

CONSTANT 

Distinct1
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Memory size724.0 B
강릉시
74 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
강릉시 74
100.0%

Length

2023-12-12T13:41:14.807246image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T13:41:14.949615image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강릉시 74
100.0%

유무료구분
Categorical

IMBALANCE 

Distinct2
Distinct (%)2.7%
Missing0
Missing (%)0.0%
Memory size724.0 B
유료
70 
무료
 
4

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row유료
2nd row유료
3rd row유료
4th row무료
5th row유료

Common Values

ValueCountFrequency (%)
유료 70
94.6%
무료 4
 
5.4%

Length

2023-12-12T13:41:15.078356image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T13:41:15.219323image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
유료 70
94.6%
무료 4
 
5.4%

사업자명
Text

UNIQUE 

Distinct74
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size724.0 B
2023-12-12T13:41:15.485753image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length14
Median length13
Mean length5.7837838
Min length2

Characters and Unicode

Total characters428
Distinct characters145
Distinct categories5 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique74 ?
Unique (%)100.0%

Sample

1st row(주)명승기업
2nd row성산인력
3rd row베스트인력
4th row강릉시 지적발달자립지원센터
5th row희망주부센타
ValueCountFrequency (%)
주식회사 3
 
3.6%
주)명승기업 1
 
1.2%
두레인력사무소 1
 
1.2%
팔팔주부센터 1
 
1.2%
강릉시니어클럽 1
 
1.2%
강릉시지회 1
 
1.2%
대한노인회 1
 
1.2%
우성인력 1
 
1.2%
행복주부센타 1
 
1.2%
주문진인력공사 1
 
1.2%
Other values (71) 71
85.5%
2023-12-12T13:41:15.939241image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
인 50
 
11.7%
력 48
 
11.2%
주 16
 
3.7%
강 14
 
3.3%
릉 11
 
2.6%
개 9
 
2.1%
9
 
2.1%
발 9
 
2.1%
소 8
 
1.9%
센 7
 
1.6%
Other values (135) 247
57.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 406
94.9%
Space Separator 9
 
2.1%
Open Punctuation 5
 
1.2%
Close Punctuation 5
 
1.2%
Uppercase Letter 3
 
0.7%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
인 50
 
12.3%
력 48
 
11.8%
주 16
 
3.9%
강 14
 
3.4%
릉 11
 
2.7%
개 9
 
2.2%
발 9
 
2.2%
소 8
 
2.0%
센 7
 
1.7%
사 6
 
1.5%
Other values (129) 228
56.2%
Uppercase Letter
ValueCountFrequency (%)
N 1
33.3%
E 1
33.3%
G 1
33.3%
Space Separator
ValueCountFrequency (%)
9
100.0%
Open Punctuation
ValueCountFrequency (%)
( 5
100.0%
Close Punctuation
ValueCountFrequency (%)
) 5
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 406
94.9%
Common 19
 
4.4%
Latin 3
 
0.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
인 50
 
12.3%
력 48
 
11.8%
주 16
 
3.9%
강 14
 
3.4%
릉 11
 
2.7%
개 9
 
2.2%
발 9
 
2.2%
소 8
 
2.0%
센 7
 
1.7%
사 6
 
1.5%
Other values (129) 228
56.2%
Common
ValueCountFrequency (%)
9
47.4%
( 5
26.3%
) 5
26.3%
Latin
ValueCountFrequency (%)
N 1
33.3%
E 1
33.3%
G 1
33.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 406
94.9%
ASCII 22
 
5.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
인 50
 
12.3%
력 48
 
11.8%
주 16
 
3.9%
강 14
 
3.4%
릉 11
 
2.7%
개 9
 
2.2%
발 9
 
2.2%
소 8
 
2.0%
센 7
 
1.7%
사 6
 
1.5%
Other values (129) 228
56.2%
ASCII
ValueCountFrequency (%)
9
40.9%
( 5
22.7%
) 5
22.7%
N 1
 
4.5%
E 1
 
4.5%
G 1
 
4.5%

사업소전체주소
Text

MISSING 

Distinct71
Distinct (%)98.6%
Missing2
Missing (%)2.7%
Memory size724.0 B
2023-12-12T13:41:16.384558image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length37
Median length30
Mean length23.138889
Min length19

Characters and Unicode

Total characters1666
Distinct characters71
Distinct categories5 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique70 ?
Unique (%)97.2%

Sample

1st row강원특별자치도 강릉시 교동 162-79
2nd row강원특별자치도 강릉시 성산면 구산리 399-4
3rd row강원특별자치도 강릉시 교동 146-4
4th row강원특별자치도 강릉시 성남동 107 제일자유상가아파트
5th row강원특별자치도 강릉시 홍제동 62-6
ValueCountFrequency (%)
강원특별자치도 72
21.4%
강릉시 72
21.4%
교동 29
 
8.6%
포남동 7
 
2.1%
옥천동 7
 
2.1%
1호 4
 
1.2%
노암동 3
 
0.9%
홍제동 3
 
0.9%
6호 3
 
0.9%
3호 3
 
0.9%
Other values (113) 133
39.6%
2023-12-12T13:41:16.912312image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
266
 
16.0%
강 145
 
8.7%
1 74
 
4.4%
시 73
 
4.4%
자 73
 
4.4%
릉 72
 
4.3%
원 72
 
4.3%
도 72
 
4.3%
특 72
 
4.3%
별 72
 
4.3%
Other values (61) 675
40.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1048
62.9%
Decimal Number 313
 
18.8%
Space Separator 266
 
16.0%
Dash Punctuation 38
 
2.3%
Uppercase Letter 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
강 145
13.8%
시 73
 
7.0%
자 73
 
7.0%
릉 72
 
6.9%
원 72
 
6.9%
도 72
 
6.9%
특 72
 
6.9%
별 72
 
6.9%
치 72
 
6.9%
동 68
 
6.5%
Other values (48) 257
24.5%
Decimal Number
ValueCountFrequency (%)
1 74
23.6%
2 37
11.8%
4 35
11.2%
6 31
9.9%
3 31
9.9%
9 28
 
8.9%
5 26
 
8.3%
8 21
 
6.7%
7 21
 
6.7%
0 9
 
2.9%
Space Separator
ValueCountFrequency (%)
266
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 38
100.0%
Uppercase Letter
ValueCountFrequency (%)
B 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1048
62.9%
Common 617
37.0%
Latin 1
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
강 145
13.8%
시 73
 
7.0%
자 73
 
7.0%
릉 72
 
6.9%
원 72
 
6.9%
도 72
 
6.9%
특 72
 
6.9%
별 72
 
6.9%
치 72
 
6.9%
동 68
 
6.5%
Other values (48) 257
24.5%
Common
ValueCountFrequency (%)
266
43.1%
1 74
 
12.0%
- 38
 
6.2%
2 37
 
6.0%
4 35
 
5.7%
6 31
 
5.0%
3 31
 
5.0%
9 28
 
4.5%
5 26
 
4.2%
8 21
 
3.4%
Other values (2) 30
 
4.9%
Latin
ValueCountFrequency (%)
B 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1048
62.9%
ASCII 618
37.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
266
43.0%
1 74
 
12.0%
- 38
 
6.1%
2 37
 
6.0%
4 35
 
5.7%
6 31
 
5.0%
3 31
 
5.0%
9 28
 
4.5%
5 26
 
4.2%
8 21
 
3.4%
Other values (3) 31
 
5.0%
Hangul
ValueCountFrequency (%)
강 145
13.8%
시 73
 
7.0%
자 73
 
7.0%
릉 72
 
6.9%
원 72
 
6.9%
도 72
 
6.9%
특 72
 
6.9%
별 72
 
6.9%
치 72
 
6.9%
동 68
 
6.5%
Other values (48) 257
24.5%

도로명전체주소
Text

Distinct73
Distinct (%)98.6%
Missing0
Missing (%)0.0%
Memory size724.0 B
2023-12-12T13:41:17.294319image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length44
Median length36
Mean length27.513514
Min length22

Characters and Unicode

Total characters2036
Distinct characters105
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

Unique72 ?
Unique (%)97.3%

Sample

1st row강원특별자치도 강릉시 강릉대로 198(교동)
2nd row강원특별자치도 강릉시 성산면 구산리 399-5
3rd row강원특별자치도 강릉시 강릉대로 242. 2층 (교동)
4th row강원특별자치도 강릉시 성덕포남로 183. 4층 (포남동)
5th row강원특별자치도 강릉시 곶감전길 12. 1층 29호 (성남동. 제일자유상가아파트)
ValueCountFrequency (%)
강원특별자치도 74
18.5%
강릉시 74
18.5%
강릉대로 29
 
7.2%
교동 25
 
6.2%
1층 15
 
3.8%
2층 7
 
1.8%
포남동 7
 
1.8%
옥천동 7
 
1.8%
경강로 6
 
1.5%
율곡로 5
 
1.2%
Other values (130) 151
37.8%
2023-12-12T13:41:17.726949image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
326
 
16.0%
강 187
 
9.2%
릉 104
 
5.1%
원 76
 
3.7%
자 75
 
3.7%
시 75
 
3.7%
치 74
 
3.6%
도 74
 
3.6%
별 74
 
3.6%
특 74
 
3.6%
Other values (95) 897
44.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1270
62.4%
Space Separator 326
 
16.0%
Decimal Number 271
 
13.3%
Open Punctuation 64
 
3.1%
Close Punctuation 64
 
3.1%
Other Punctuation 33
 
1.6%
Dash Punctuation 7
 
0.3%
Uppercase Letter 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
강 187
14.7%
릉 104
 
8.2%
원 76
 
6.0%
자 75
 
5.9%
시 75
 
5.9%
치 74
 
5.8%
도 74
 
5.8%
별 74
 
5.8%
특 74
 
5.8%
동 70
 
5.5%
Other values (79) 387
30.5%
Decimal Number
ValueCountFrequency (%)
2 63
23.2%
1 62
22.9%
4 24
 
8.9%
6 21
 
7.7%
0 20
 
7.4%
8 19
 
7.0%
3 19
 
7.0%
5 17
 
6.3%
9 14
 
5.2%
7 12
 
4.4%
Space Separator
ValueCountFrequency (%)
326
100.0%
Open Punctuation
ValueCountFrequency (%)
( 64
100.0%
Close Punctuation
ValueCountFrequency (%)
) 64
100.0%
Other Punctuation
ValueCountFrequency (%)
. 33
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 7
100.0%
Uppercase Letter
ValueCountFrequency (%)
B 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1270
62.4%
Common 765
37.6%
Latin 1
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
강 187
14.7%
릉 104
 
8.2%
원 76
 
6.0%
자 75
 
5.9%
시 75
 
5.9%
치 74
 
5.8%
도 74
 
5.8%
별 74
 
5.8%
특 74
 
5.8%
동 70
 
5.5%
Other values (79) 387
30.5%
Common
ValueCountFrequency (%)
326
42.6%
( 64
 
8.4%
) 64
 
8.4%
2 63
 
8.2%
1 62
 
8.1%
. 33
 
4.3%
4 24
 
3.1%
6 21
 
2.7%
0 20
 
2.6%
8 19
 
2.5%
Other values (5) 69
 
9.0%
Latin
ValueCountFrequency (%)
B 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1270
62.4%
ASCII 766
37.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
326
42.6%
( 64
 
8.4%
) 64
 
8.4%
2 63
 
8.2%
1 62
 
8.1%
. 33
 
4.3%
4 24
 
3.1%
6 21
 
2.7%
0 20
 
2.6%
8 19
 
2.5%
Other values (6) 70
 
9.1%
Hangul
ValueCountFrequency (%)
강 187
14.7%
릉 104
 
8.2%
원 76
 
6.0%
자 75
 
5.9%
시 75
 
5.9%
치 74
 
5.8%
도 74
 
5.8%
별 74
 
5.8%
특 74
 
5.8%
동 70
 
5.5%
Other values (79) 387
30.5%

인허가번호
Text

UNIQUE 

Distinct74
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size724.0 B
2023-12-12T13:41:17.959577image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length23
Median length23
Mean length23
Min length23

Characters and Unicode

Total characters1702
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique74 ?
Unique (%)100.0%

Sample

1st row2023-4200386-14-5-00004
2nd row2023-4200386-14-5-00003
3rd row2023-4200386-14-5-00002
4th row2023-4200386-14-5-00001
5th row2022-4200386-14-5-00001
ValueCountFrequency (%)
2023-4200386-14-5-00004 1
 
1.4%
2012-4200115-14-5-00017 1
 
1.4%
2019-4200322-14-5-00008 1
 
1.4%
2013-4200115-14-5-00006 1
 
1.4%
2013-4200207-14-5-00001 1
 
1.4%
2014-4200207-14-5-00004 1
 
1.4%
2014-4200207-14-5-00007 1
 
1.4%
2014-4200207-14-5-00009 1
 
1.4%
2015-4200207-14-5-00001 1
 
1.4%
2016-4200252-14-5-00001 1
 
1.4%
Other values (64) 64
86.5%
2023-12-12T13:41:18.250015image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 535
31.4%
2 299
17.6%
- 296
17.4%
1 182
 
10.7%
4 150
 
8.8%
5 117
 
6.9%
3 56
 
3.3%
8 22
 
1.3%
6 20
 
1.2%
7 15
 
0.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1406
82.6%
Dash Punctuation 296
 
17.4%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 535
38.1%
2 299
21.3%
1 182
 
12.9%
4 150
 
10.7%
5 117
 
8.3%
3 56
 
4.0%
8 22
 
1.6%
6 20
 
1.4%
7 15
 
1.1%
9 10
 
0.7%
Dash Punctuation
ValueCountFrequency (%)
- 296
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1702
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 535
31.4%
2 299
17.6%
- 296
17.4%
1 182
 
10.7%
4 150
 
8.8%
5 117
 
6.9%
3 56
 
3.3%
8 22
 
1.3%
6 20
 
1.2%
7 15
 
0.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1702
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 535
31.4%
2 299
17.6%
- 296
17.4%
1 182
 
10.7%
4 150
 
8.8%
5 117
 
6.9%
3 56
 
3.3%
8 22
 
1.3%
6 20
 
1.2%
7 15
 
0.9%

법인개인구분
Categorical

Distinct2
Distinct (%)2.7%
Missing0
Missing (%)0.0%
Memory size724.0 B
개인
62 
법인
12 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row법인
2nd row개인
3rd row개인
4th row법인
5th row개인

Common Values

ValueCountFrequency (%)
개인 62
83.8%
법인 12
 
16.2%

Length

2023-12-12T13:41:18.379289image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T13:41:18.462090image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
개인 62
83.8%
법인 12
 
16.2%

운영상태
Categorical

CONSTANT 

Distinct1
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Memory size724.0 B
영업중
74 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
영업중 74
100.0%

Length

2023-12-12T13:41:18.548722image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T13:41:18.626969image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
영업중 74
100.0%

등록일자
Date

Distinct70
Distinct (%)94.6%
Missing0
Missing (%)0.0%
Memory size724.0 B
Minimum2000-11-20 00:00:00
Maximum2023-02-28 00:00:00
2023-12-12T13:41:18.711907image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T13:41:18.824886image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

기준일
Categorical

CONSTANT 

Distinct1
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Memory size724.0 B
2023-06-15
74 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-06-15
2nd row2023-06-15
3rd row2023-06-15
4th row2023-06-15
5th row2023-06-15

Common Values

ValueCountFrequency (%)
2023-06-15 74
100.0%

Length

2023-12-12T13:41:18.935560image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T13:41:19.015126image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-06-15 74
100.0%

Correlations

2023-12-12T13:41:19.071906image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
유무료구분사업자명사업소전체주소도로명전체주소인허가번호법인개인구분등록일자
유무료구분1.0001.0001.0001.0001.0000.6501.000
사업자명1.0001.0001.0001.0001.0001.0001.000
사업소전체주소1.0001.0001.0001.0001.0001.0000.998
도로명전체주소1.0001.0001.0001.0001.0001.0000.994
인허가번호1.0001.0001.0001.0001.0001.0001.000
법인개인구분0.6501.0001.0001.0001.0001.0001.000
등록일자1.0001.0000.9980.9941.0001.0001.000
2023-12-12T13:41:19.174236image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
유무료구분법인개인구분
유무료구분1.0000.450
법인개인구분0.4501.000
2023-12-12T13:41:19.259670image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
유무료구분법인개인구분
유무료구분1.0000.450
법인개인구분0.4501.000

Missing values

2023-12-12T13:41:14.164596image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T13:41:14.368061image/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

시도시군구유무료구분사업자명사업소전체주소도로명전체주소인허가번호법인개인구분운영상태등록일자기준일
0강원특별자치도강릉시유료(주)명승기업강원특별자치도 강릉시 교동 162-79강원특별자치도 강릉시 강릉대로 198(교동)2023-4200386-14-5-00004법인영업중2023-02-282023-06-15
1강원특별자치도강릉시유료성산인력강원특별자치도 강릉시 성산면 구산리 399-4강원특별자치도 강릉시 성산면 구산리 399-52023-4200386-14-5-00003개인영업중2023-02-222023-06-15
2강원특별자치도강릉시유료베스트인력강원특별자치도 강릉시 교동 146-4강원특별자치도 강릉시 강릉대로 242. 2층 (교동)2023-4200386-14-5-00002개인영업중2023-02-062023-06-15
3강원특별자치도강릉시무료강릉시 지적발달자립지원센터<NA>강원특별자치도 강릉시 성덕포남로 183. 4층 (포남동)2023-4200386-14-5-00001법인영업중2023-01-182023-06-15
4강원특별자치도강릉시유료희망주부센타강원특별자치도 강릉시 성남동 107 제일자유상가아파트강원특별자치도 강릉시 곶감전길 12. 1층 29호 (성남동. 제일자유상가아파트)2022-4200386-14-5-00001개인영업중2022-11-172023-06-15
5강원특별자치도강릉시유료한빛주부센터강원특별자치도 강릉시 홍제동 62-6강원특별자치도 강릉시 토성로 90. 1층 (홍제동)2022-4200322-14-5-00013개인영업중2022-11-042023-06-15
6강원특별자치도강릉시유료제이휴먼파트너스 주식회사강원특별자치도 강릉시 임당동 23-2강원특별자치도 강릉시 강릉대로210번길 9. 202호 (임당동)2022-4200322-14-5-00012법인영업중2022-09-282023-06-15
7강원특별자치도강릉시유료강릉합동인력강원특별자치도 강릉시 옥천동 270-1강원특별자치도 강릉시 옥천로 34. 1층 (옥천동)2022-4200322-14-5-00011개인영업중2022-06-152023-06-15
8강원특별자치도강릉시유료로뎀인력강원특별자치도 강릉시 주문진읍 교항리 106-8강원특별자치도 강릉시 주문진읍 신리천로 58. 1층2022-4200322-14-5-00009개인영업중2022-03-312023-06-15
9강원특별자치도강릉시유료대박강원특별자치도 강릉시 사천면 노동리 169-7강원특별자치도 강릉시 사천면 한과마을길 113-72022-4200322-14-5-00007개인영업중2022-02-182023-06-15
시도시군구유무료구분사업자명사업소전체주소도로명전체주소인허가번호법인개인구분운영상태등록일자기준일
64강원특별자치도강릉시유료일도인력개발강원특별자치도 강릉시 교동 135번지 5호강원특별자치도 강릉시 옥가로 67 (교동)2004-4200115-14-5-00010개인영업중2008-01-152023-06-15
65강원특별자치도강릉시유료한진인력강원특별자치도 강릉시 주문진읍 주문리 286번지 1호강원특별자치도 강릉시 주문진읍 주문북로 342007-4200115-11-5-00002개인영업중2007-02-052023-06-15
66강원특별자치도강릉시유료대호인력강원특별자치도 강릉시 포남동 1138번지 3호강원특별자치도 강릉시 경강로 2198. 1층 (포남동)2006-4200085-11-5-00015개인영업중2006-11-012023-06-15
67강원특별자치도강릉시유료비룡인력강원특별자치도 강릉시 명주동 53번지 1 호강원특별자치도 강릉시 경강로 2025 (명주동)2005-4200085-11-5-00008개인영업중2005-05-092023-06-15
68강원특별자치도강릉시유료현성인력<NA>강원특별자치도 강릉시 강릉대로 236 (교동)2004-4200085-11-5-00011개인영업중2004-10-302023-06-15
69강원특별자치도강릉시유료삼보인력강원특별자치도 강릉시 교1동 943번지 2호강원특별자치도 강릉시 강릉대로 115 (교동)2003-4200085-11-5-00007개인영업중2003-06-232023-06-15
70강원특별자치도강릉시유료친구주부센터강원특별자치도 강릉시 포남동 1284-2강원특별자치도 강릉시 경강로 2322(포남동)2003-4200085-11-5-00011개인영업중2003-04-152023-06-15
71강원특별자치도강릉시유료금성건축인력강원특별자치도 강릉시 임당동 1번지 6 호강원특별자치도 강릉시 강릉대로 228 (임당동)2002-4200085-11-5-00025개인영업중2002-12-022023-06-15
72강원특별자치도강릉시유료그린인력강원특별자치도 강릉시 교동 139호강원특별자치도 강릉시 강릉대로 260 (교동)2002-4200085-11-5-00015개인영업중2002-08-212023-06-15
73강원특별자치도강릉시유료강릉인력강원특별자치도 강릉시 포남동 1115-12강원특별자치도 강릉시 강릉대로 359. 1층 (포남동)2000-4200085-11-5-00006개인영업중2000-11-202023-06-15