Overview

Dataset statistics

Number of variables5
Number of observations82
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.3 KiB
Average record size in memory41.6 B

Variable types

Categorical3
Text2

Dataset

Description충청남도 논산시 직업소개소 현황 데이터로 요금, 소개소명, 구분, 행정구역, 사업소주소 정보를 제공하고 있습니다.
Author충청남도
URLhttps://alldam.chungnam.go.kr/index.chungnam?menuCd=DOM_000000201001001001&st=&cds=&orgCd=&apiType=&isOpen=Y&pageIndex=387&beforeMenuCd=DOM_000000201001001000&publicdatapk=15028911

Alerts

요금 is highly imbalanced (71.9%)Imbalance
구분 is highly imbalanced (57.9%)Imbalance
소개소명 has unique valuesUnique

Reproduction

Analysis started2024-01-09 20:40:52.561586
Analysis finished2024-01-09 20:40:52.984976
Duration0.42 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

요금
Categorical

IMBALANCE 

Distinct2
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size788.0 B
유료
78 
무료
 
4

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
유료 78
95.1%
무료 4
 
4.9%

Length

2024-01-10T05:40:53.056191image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T05:40:53.154167image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
유료 78
95.1%
무료 4
 
4.9%

소개소명
Text

UNIQUE 

Distinct82
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size788.0 B
2024-01-10T05:40:53.382110image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length6.0365854
Min length3

Characters and Unicode

Total characters495
Distinct characters129
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

Unique82 ?
Unique (%)100.0%

Sample

1st row동원인력공사
2nd row힘찬인력
3rd row성동인력사무소
4th row다사랑인력
5th row아시안인력
ValueCountFrequency (%)
직업소개소 2
 
2.2%
주식회사 2
 
2.2%
동원인력공사 1
 
1.1%
금성기업 1
 
1.1%
해피인력직업소개소 1
 
1.1%
일진종합인력 1
 
1.1%
명진인력공사 1
 
1.1%
제일인력공사 1
 
1.1%
놀뫼종합인력공사 1
 
1.1%
논산인력직업소개소 1
 
1.1%
Other values (77) 77
86.5%
2024-01-10T05:40:53.753899image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
인 73
 
14.7%
력 72
 
14.5%
소 25
 
5.1%
사 22
 
4.4%
개 14
 
2.8%
공 14
 
2.8%
성 12
 
2.4%
업 11
 
2.2%
산 10
 
2.0%
직 8
 
1.6%
Other values (119) 234
47.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 477
96.4%
Space Separator 7
 
1.4%
Uppercase Letter 6
 
1.2%
Open Punctuation 2
 
0.4%
Close Punctuation 2
 
0.4%
Other Punctuation 1
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
인 73
 
15.3%
력 72
 
15.1%
소 25
 
5.2%
사 22
 
4.6%
개 14
 
2.9%
공 14
 
2.9%
성 12
 
2.5%
업 11
 
2.3%
산 10
 
2.1%
직 8
 
1.7%
Other values (109) 216
45.3%
Uppercase Letter
ValueCountFrequency (%)
M 1
16.7%
F 1
16.7%
J 1
16.7%
S 1
16.7%
K 1
16.7%
O 1
16.7%
Space Separator
ValueCountFrequency (%)
7
100.0%
Open Punctuation
ValueCountFrequency (%)
( 2
100.0%
Close Punctuation
ValueCountFrequency (%)
) 2
100.0%
Other Punctuation
ValueCountFrequency (%)
. 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 477
96.4%
Common 12
 
2.4%
Latin 6
 
1.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
인 73
 
15.3%
력 72
 
15.1%
소 25
 
5.2%
사 22
 
4.6%
개 14
 
2.9%
공 14
 
2.9%
성 12
 
2.5%
업 11
 
2.3%
산 10
 
2.1%
직 8
 
1.7%
Other values (109) 216
45.3%
Latin
ValueCountFrequency (%)
M 1
16.7%
F 1
16.7%
J 1
16.7%
S 1
16.7%
K 1
16.7%
O 1
16.7%
Common
ValueCountFrequency (%)
7
58.3%
( 2
 
16.7%
) 2
 
16.7%
. 1
 
8.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 477
96.4%
ASCII 18
 
3.6%

Most frequent character per block

Hangul
ValueCountFrequency (%)
인 73
 
15.3%
력 72
 
15.1%
소 25
 
5.2%
사 22
 
4.6%
개 14
 
2.9%
공 14
 
2.9%
성 12
 
2.5%
업 11
 
2.3%
산 10
 
2.1%
직 8
 
1.7%
Other values (109) 216
45.3%
ASCII
ValueCountFrequency (%)
7
38.9%
( 2
 
11.1%
) 2
 
11.1%
M 1
 
5.6%
F 1
 
5.6%
J 1
 
5.6%
. 1
 
5.6%
S 1
 
5.6%
K 1
 
5.6%
O 1
 
5.6%

구분
Categorical

IMBALANCE 

Distinct2
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size788.0 B
개인
75 
법인
 
7

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
개인 75
91.5%
법인 7
 
8.5%

Length

2024-01-10T05:40:53.891973image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T05:40:54.013636image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
개인 75
91.5%
법인 7
 
8.5%

행정구역
Categorical

Distinct7
Distinct (%)8.5%
Missing0
Missing (%)0.0%
Memory size788.0 B
취암동
48 
부창동
13 
연무읍
11 
강경읍
5 
은진면
 
2
Other values (2)
 
3

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique1 ?
Unique (%)1.2%

Sample

1st row취암동
2nd row은진면
3rd row성동면
4th row취암동
5th row취암동

Common Values

ValueCountFrequency (%)
취암동 48
58.5%
부창동 13
 
15.9%
연무읍 11
 
13.4%
강경읍 5
 
6.1%
은진면 2
 
2.4%
연산면 2
 
2.4%
성동면 1
 
1.2%

Length

2024-01-10T05:40:54.133262image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-10T05:40:54.260893image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
취암동 48
58.5%
부창동 13
 
15.9%
연무읍 11
 
13.4%
강경읍 5
 
6.1%
은진면 2
 
2.4%
연산면 2
 
2.4%
성동면 1
 
1.2%

사업소주소
Text

Distinct80
Distinct (%)97.6%
Missing0
Missing (%)0.0%
Memory size788.0 B
2024-01-10T05:40:54.540366image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length36
Median length31
Mean length24.560976
Min length19

Characters and Unicode

Total characters2014
Distinct characters81
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique78 ?
Unique (%)95.1%

Sample

1st row충청남도 논산시 계백로 976. 1층 (취암동)
2nd row충청남도 논산시 은진면 교와1길 41-2
3rd row충청남도 논산시 성동면 논산평야로 394-1
4th row충청남도 논산시 원앙로1326번길 4 (관촉동)
5th row충청남도 논산시 시민로 320. 남양아파트(상가동1층) (취암동)
ValueCountFrequency (%)
충청남도 82
19.1%
논산시 82
19.1%
취암동 21
 
4.9%
계백로 20
 
4.7%
반월동 12
 
2.8%
연무읍 11
 
2.6%
1층 10
 
2.3%
해월로 8
 
1.9%
안심로 8
 
1.9%
화지동 8
 
1.9%
Other values (126) 168
39.1%
2024-01-10T05:40:55.025706image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
348
 
17.3%
1 92
 
4.6%
산 90
 
4.5%
시 87
 
4.3%
논 84
 
4.2%
남 83
 
4.1%
청 83
 
4.1%
충 82
 
4.1%
도 82
 
4.1%
로 79
 
3.9%
Other values (71) 904
44.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1152
57.2%
Space Separator 348
 
17.3%
Decimal Number 346
 
17.2%
Close Punctuation 59
 
2.9%
Open Punctuation 59
 
2.9%
Dash Punctuation 29
 
1.4%
Other Punctuation 21
 
1.0%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
산 90
 
7.8%
시 87
 
7.6%
논 84
 
7.3%
남 83
 
7.2%
청 83
 
7.2%
충 82
 
7.1%
도 82
 
7.1%
로 79
 
6.9%
동 63
 
5.5%
길 27
 
2.3%
Other values (56) 392
34.0%
Decimal Number
ValueCountFrequency (%)
1 92
26.6%
2 51
14.7%
7 33
 
9.5%
0 29
 
8.4%
3 26
 
7.5%
6 25
 
7.2%
4 24
 
6.9%
9 23
 
6.6%
5 22
 
6.4%
8 21
 
6.1%
Space Separator
ValueCountFrequency (%)
348
100.0%
Close Punctuation
ValueCountFrequency (%)
) 59
100.0%
Open Punctuation
ValueCountFrequency (%)
( 59
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 29
100.0%
Other Punctuation
ValueCountFrequency (%)
. 21
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1152
57.2%
Common 862
42.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
산 90
 
7.8%
시 87
 
7.6%
논 84
 
7.3%
남 83
 
7.2%
청 83
 
7.2%
충 82
 
7.1%
도 82
 
7.1%
로 79
 
6.9%
동 63
 
5.5%
길 27
 
2.3%
Other values (56) 392
34.0%
Common
ValueCountFrequency (%)
348
40.4%
1 92
 
10.7%
) 59
 
6.8%
( 59
 
6.8%
2 51
 
5.9%
7 33
 
3.8%
- 29
 
3.4%
0 29
 
3.4%
3 26
 
3.0%
6 25
 
2.9%
Other values (5) 111
 
12.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1152
57.2%
ASCII 862
42.8%

Most frequent character per block

ASCII
ValueCountFrequency (%)
348
40.4%
1 92
 
10.7%
) 59
 
6.8%
( 59
 
6.8%
2 51
 
5.9%
7 33
 
3.8%
- 29
 
3.4%
0 29
 
3.4%
3 26
 
3.0%
6 25
 
2.9%
Other values (5) 111
 
12.9%
Hangul
ValueCountFrequency (%)
산 90
 
7.8%
시 87
 
7.6%
논 84
 
7.3%
남 83
 
7.2%
청 83
 
7.2%
충 82
 
7.1%
도 82
 
7.1%
로 79
 
6.9%
동 63
 
5.5%
길 27
 
2.3%
Other values (56) 392
34.0%

Correlations

2024-01-10T05:40:55.125352image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
요금소개소명구분행정구역사업소주소
요금1.0001.0000.6200.2151.000
소개소명1.0001.0001.0001.0001.000
구분0.6201.0001.0000.1650.000
행정구역0.2151.0000.1651.0001.000
사업소주소1.0001.0000.0001.0001.000
2024-01-10T05:40:55.237500image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
행정구역구분요금
행정구역1.0000.1680.221
구분0.1681.0000.426
요금0.2210.4261.000
2024-01-10T05:40:55.576084image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
요금구분행정구역
요금1.0000.4260.221
구분0.4261.0000.168
행정구역0.2210.1681.000

Missing values

2024-01-10T05:40:52.838193image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-01-10T05:40:52.943195image/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

요금소개소명구분행정구역사업소주소
0유료동원인력공사개인취암동충청남도 논산시 계백로 976. 1층 (취암동)
1유료힘찬인력개인은진면충청남도 논산시 은진면 교와1길 41-2
2유료성동인력사무소개인성동면충청남도 논산시 성동면 논산평야로 394-1
3유료다사랑인력개인취암동충청남도 논산시 원앙로1326번길 4 (관촉동)
4유료아시안인력개인취암동충청남도 논산시 시민로 320. 남양아파트(상가동1층) (취암동)
5유료S.J인력개인부창동충청남도 논산시 부창로72번길 15-9. 2층 (부창동)
6유료FM인력개인연무읍충청남도 논산시 연무읍 동안로 932
7유료대광인력개인취암동충청남도 논산시 중앙로479번길 7 (반월동)
8유료다와종합인력개인취암동충청남도 논산시 해월로168번길 37-1 (반월동)
9유료미성인력개발개인부창동충청남도 논산시 해월로211번길 26 (대교동)
요금소개소명구분행정구역사업소주소
72유료대산인력직업소개소개인취암동충청남도 논산시 관촉로285번길 1 (취암동)
73유료효성인력공사개인연무읍충청남도 논산시 연무읍 안심로 161
74유료태성인력개인취암동충청남도 논산시 계백로 1055. 1층 (반월동)
75유료예스민종합인력공사개인취암동충청남도 논산시 계백로 969 (취암동)
76유료가가인력개인부창동충청남도 논산시 계백로 960 (부창동)
77유료미래직업소개소개인연무읍충청남도 논산시 연무읍 안심로 90
78무료논산시시니어클럽법인취암동충청남도 논산시 관촉로235번길 15-10
79무료보람의 집법인연산면충청남도 논산시 연산면 한전2길 45-13
80무료논산시무료장애인직업소개소개인부창동충청남도 논산시 해월로87번길 18
81무료함께하는세상 연구소법인취암동충청남도 논산시 대학로 121. 건양대학교. 산학협력관 208호