Overview

Dataset statistics

Number of variables5
Number of observations68
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.9 KiB
Average record size in memory42.9 B

Variable types

Numeric1
Text2
Categorical1
DateTime1

Dataset

Description인천광역시 서구 내의 노동조합 현황 정보 (노동조합단체명, 사업장명, 소재지, 데이터기준일자 등) 에 관하여 데이터 파일을 제공합니다.
Author인천광역시 서구
URLhttps://www.data.go.kr/data/15039933/fileData.do

Alerts

데이터기준일자 has constant value ""Constant
연번 has unique valuesUnique
노동조합단체명 has unique valuesUnique

Reproduction

Analysis started2023-12-12 16:33:14.804487
Analysis finished2023-12-12 16:33:15.375156
Duration0.57 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

UNIQUE 

Distinct68
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean34.5
Minimum1
Maximum68
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size744.0 B
2023-12-13T01:33:15.446307image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile4.35
Q117.75
median34.5
Q351.25
95-th percentile64.65
Maximum68
Range67
Interquartile range (IQR)33.5

Descriptive statistics

Standard deviation19.77372
Coefficient of variation (CV)0.5731513
Kurtosis-1.2
Mean34.5
Median Absolute Deviation (MAD)17
Skewness0
Sum2346
Variance391
MonotonicityStrictly increasing
2023-12-13T01:33:15.651980image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
1.5%
45 1
 
1.5%
51 1
 
1.5%
50 1
 
1.5%
49 1
 
1.5%
48 1
 
1.5%
47 1
 
1.5%
46 1
 
1.5%
44 1
 
1.5%
36 1
 
1.5%
Other values (58) 58
85.3%
ValueCountFrequency (%)
1 1
1.5%
2 1
1.5%
3 1
1.5%
4 1
1.5%
5 1
1.5%
6 1
1.5%
7 1
1.5%
8 1
1.5%
9 1
1.5%
10 1
1.5%
ValueCountFrequency (%)
68 1
1.5%
67 1
1.5%
66 1
1.5%
65 1
1.5%
64 1
1.5%
63 1
1.5%
62 1
1.5%
61 1
1.5%
60 1
1.5%
59 1
1.5%

노동조합단체명
Text

UNIQUE 

Distinct68
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size676.0 B
2023-12-13T01:33:15.883452image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length22
Median length17
Mean length10.544118
Min length5

Characters and Unicode

Total characters717
Distinct characters141
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique68 ?
Unique (%)100.0%

Sample

1st row신원운수노동조합
2nd row한국노총한미노동조합
3rd row인천마니교통우리노동조합
4th row하임교통노동조합
5th row해성운수(주)가좌지점기업노동조합
ValueCountFrequency (%)
노동조합 23
 
24.2%
신원운수노동조합 1
 
1.1%
화신교통노동조합 1
 
1.1%
차파트너스 1
 
1.1%
신원운수(주)노동조합 1
 
1.1%
sk인천석유화학노동조합 1
 
1.1%
에이치제이중공업준설 1
 
1.1%
한국노총한미노동조합 1
 
1.1%
나은병원노동조합 1
 
1.1%
재인기업노동조합 1
 
1.1%
Other values (63) 63
66.3%
2023-12-13T01:33:16.296211image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
동 70
 
9.8%
합 70
 
9.8%
노 69
 
9.6%
조 68
 
9.5%
27
 
3.8%
운 17
 
2.4%
) 16
 
2.2%
( 16
 
2.2%
주 14
 
2.0%
수 14
 
2.0%
Other values (131) 336
46.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 650
90.7%
Space Separator 27
 
3.8%
Close Punctuation 16
 
2.2%
Open Punctuation 16
 
2.2%
Uppercase Letter 6
 
0.8%
Decimal Number 1
 
0.1%
Other Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 70
 
10.8%
합 70
 
10.8%
노 69
 
10.6%
조 68
 
10.5%
운 17
 
2.6%
주 14
 
2.2%
수 14
 
2.2%
교 13
 
2.0%
통 13
 
2.0%
인 10
 
1.5%
Other values (121) 292
44.9%
Uppercase Letter
ValueCountFrequency (%)
L 2
33.3%
G 1
16.7%
K 1
16.7%
S 1
16.7%
T 1
16.7%
Space Separator
ValueCountFrequency (%)
27
100.0%
Close Punctuation
ValueCountFrequency (%)
) 16
100.0%
Open Punctuation
ValueCountFrequency (%)
( 16
100.0%
Decimal Number
ValueCountFrequency (%)
1 1
100.0%
Other Punctuation
ValueCountFrequency (%)
/ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 650
90.7%
Common 61
 
8.5%
Latin 6
 
0.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 70
 
10.8%
합 70
 
10.8%
노 69
 
10.6%
조 68
 
10.5%
운 17
 
2.6%
주 14
 
2.2%
수 14
 
2.2%
교 13
 
2.0%
통 13
 
2.0%
인 10
 
1.5%
Other values (121) 292
44.9%
Common
ValueCountFrequency (%)
27
44.3%
) 16
26.2%
( 16
26.2%
1 1
 
1.6%
/ 1
 
1.6%
Latin
ValueCountFrequency (%)
L 2
33.3%
G 1
16.7%
K 1
16.7%
S 1
16.7%
T 1
16.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 650
90.7%
ASCII 67
 
9.3%

Most frequent character per block

Hangul
ValueCountFrequency (%)
동 70
 
10.8%
합 70
 
10.8%
노 69
 
10.6%
조 68
 
10.5%
운 17
 
2.6%
주 14
 
2.2%
수 14
 
2.2%
교 13
 
2.0%
통 13
 
2.0%
인 10
 
1.5%
Other values (121) 292
44.9%
ASCII
ValueCountFrequency (%)
27
40.3%
) 16
23.9%
( 16
23.9%
L 2
 
3.0%
G 1
 
1.5%
K 1
 
1.5%
S 1
 
1.5%
1 1
 
1.5%
T 1
 
1.5%
/ 1
 
1.5%

사업장명
Text

Distinct59
Distinct (%)86.8%
Missing0
Missing (%)0.0%
Memory size676.0 B
2023-12-13T01:33:16.587512image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length14
Median length13
Mean length6.8088235
Min length2

Characters and Unicode

Total characters463
Distinct characters130
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique53 ?
Unique (%)77.9%

Sample

1st row신원운수
2nd row한미교통
3rd row인천마니교통(원창동 지점)
4th row하임교통
5th row해성운수(주)가좌지점
ValueCountFrequency (%)
세운교통(주 4
 
5.5%
주)신화여객 3
 
4.1%
한미교통 2
 
2.7%
마니교통(주 2
 
2.7%
인천광역시서구시설관리공단 2
 
2.7%
시영운수(주 2
 
2.7%
주)한진준공업건설 1
 
1.4%
우일운수 1
 
1.4%
화신교통 1
 
1.4%
재인기업 1
 
1.4%
Other values (54) 54
74.0%
2023-12-13T01:33:16.992374image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
주 29
 
6.3%
( 28
 
6.0%
) 28
 
6.0%
운 21
 
4.5%
수 17
 
3.7%
교 16
 
3.5%
통 16
 
3.5%
인 10
 
2.2%
원 9
 
1.9%
신 8
 
1.7%
Other values (120) 281
60.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 390
84.2%
Open Punctuation 28
 
6.0%
Close Punctuation 28
 
6.0%
Uppercase Letter 7
 
1.5%
Space Separator 5
 
1.1%
Lowercase Letter 4
 
0.9%
Decimal Number 1
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
주 29
 
7.4%
운 21
 
5.4%
수 17
 
4.4%
교 16
 
4.1%
통 16
 
4.1%
인 10
 
2.6%
원 9
 
2.3%
신 8
 
2.1%
사 8
 
2.1%
시 8
 
2.1%
Other values (108) 248
63.6%
Uppercase Letter
ValueCountFrequency (%)
M 2
28.6%
G 2
28.6%
L 1
14.3%
K 1
14.3%
S 1
14.3%
Lowercase Letter
ValueCountFrequency (%)
a 2
50.0%
g 1
25.0%
n 1
25.0%
Open Punctuation
ValueCountFrequency (%)
( 28
100.0%
Close Punctuation
ValueCountFrequency (%)
) 28
100.0%
Space Separator
ValueCountFrequency (%)
5
100.0%
Decimal Number
ValueCountFrequency (%)
1 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 390
84.2%
Common 62
 
13.4%
Latin 11
 
2.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
주 29
 
7.4%
운 21
 
5.4%
수 17
 
4.4%
교 16
 
4.1%
통 16
 
4.1%
인 10
 
2.6%
원 9
 
2.3%
신 8
 
2.1%
사 8
 
2.1%
시 8
 
2.1%
Other values (108) 248
63.6%
Latin
ValueCountFrequency (%)
a 2
18.2%
M 2
18.2%
G 2
18.2%
L 1
9.1%
K 1
9.1%
S 1
9.1%
g 1
9.1%
n 1
9.1%
Common
ValueCountFrequency (%)
( 28
45.2%
) 28
45.2%
5
 
8.1%
1 1
 
1.6%

Most occurring blocks

ValueCountFrequency (%)
Hangul 390
84.2%
ASCII 73
 
15.8%

Most frequent character per block

Hangul
ValueCountFrequency (%)
주 29
 
7.4%
운 21
 
5.4%
수 17
 
4.4%
교 16
 
4.1%
통 16
 
4.1%
인 10
 
2.6%
원 9
 
2.3%
신 8
 
2.1%
사 8
 
2.1%
시 8
 
2.1%
Other values (108) 248
63.6%
ASCII
ValueCountFrequency (%)
( 28
38.4%
) 28
38.4%
5
 
6.8%
a 2
 
2.7%
M 2
 
2.7%
G 2
 
2.7%
L 1
 
1.4%
K 1
 
1.4%
S 1
 
1.4%
g 1
 
1.4%
Other values (2) 2
 
2.7%

소재지
Categorical

Distinct12
Distinct (%)17.6%
Missing0
Missing (%)0.0%
Memory size676.0 B
인천광역시 서구 가좌동
25 
인천광역시 서구 석남동
14 
인천광역시 서구 원창동
9 
인천광역시 서구 경서동
6 
인천광역시 서구 오류동
3 
Other values (7)
11 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique3 ?
Unique (%)4.4%

Sample

1st row인천광역시 서구 가좌동
2nd row인천광역시 서구 석남동
3rd row인천광역시 서구 청라동
4th row인천광역시 서구 가좌동
5th row인천광역시 서구 석남동

Common Values

ValueCountFrequency (%)
인천광역시 서구 가좌동 25
36.8%
인천광역시 서구 석남동 14
20.6%
인천광역시 서구 원창동 9
 
13.2%
인천광역시 서구 경서동 6
 
8.8%
인천광역시 서구 오류동 3
 
4.4%
인천광역시 서구 청라동 2
 
2.9%
인천광역시 서구 심곡동 2
 
2.9%
인천광역시 서구 백석동 2
 
2.9%
인천광역시 서구 연희동 2
 
2.9%
인천광역시 서구 가정동 1
 
1.5%
Other values (2) 2
 
2.9%

Length

2023-12-13T01:33:17.142155image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
인천광역시 68
33.3%
서구 68
33.3%
가좌동 25
 
12.3%
석남동 14
 
6.9%
원창동 9
 
4.4%
경서동 6
 
2.9%
오류동 3
 
1.5%
청라동 2
 
1.0%
심곡동 2
 
1.0%
백석동 2
 
1.0%
Other values (4) 5
 
2.5%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)1.5%
Missing0
Missing (%)0.0%
Memory size676.0 B
Minimum2023-10-17 00:00:00
Maximum2023-10-17 00:00:00
2023-12-13T01:33:17.238361image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T01:33:17.344666image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2023-12-13T01:33:15.075603image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T01:33:17.420835image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번노동조합단체명사업장명소재지
연번1.0001.0000.7920.000
노동조합단체명1.0001.0001.0001.000
사업장명0.7921.0001.0000.914
소재지0.0001.0000.9141.000
2023-12-13T01:33:17.515018image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번소재지
연번1.0000.000
소재지0.0001.000

Missing values

2023-12-13T01:33:15.211435image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T01:33:15.335636image/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

연번노동조합단체명사업장명소재지데이터기준일자
01신원운수노동조합신원운수인천광역시 서구 가좌동2023-10-17
12한국노총한미노동조합한미교통인천광역시 서구 석남동2023-10-17
23인천마니교통우리노동조합인천마니교통(원창동 지점)인천광역시 서구 청라동2023-10-17
34하임교통노동조합하임교통인천광역시 서구 가좌동2023-10-17
45해성운수(주)가좌지점기업노동조합해성운수(주)가좌지점인천광역시 서구 석남동2023-10-17
56삼양사 전분당 T/L 노동조합삼양사 인천제1공장인천광역시 서구 가좌동2023-10-17
67전국연합노동조합연맹 한국새마을금고노동조합MG새마을금고 서인천인천광역시 서구 심곡동2023-10-17
78국제성모병원노동조합국제성모병원인천광역시 서구 심곡동2023-10-17
89명진교통(주)더나은노동조합명진교통(주)인천광역시 서구 가좌동2023-10-17
910삼우운수 노동조합삼우운수 합자회사인천광역시 서구 석남동2023-10-17
연번노동조합단체명사업장명소재지데이터기준일자
5859대명운수노동조합대명운수인천광역시 서구 가좌동2023-10-17
5960포스코인터내셔널 노동조합포스코에너지주식회사인천광역시 서구 원창동2023-10-17
6061부광교통 노동조합부광교통인천광역시 서구 석남동2023-10-17
6162(주)포레스코노동조합주식회사포레스코인천광역시 서구 가좌동2023-10-17
6263(주)청우하이드로노동조합(주)청우하이드로인천광역시 서구 경서동2023-10-17
6364삼양사인천1공장노동조합삼양제넥스인천광역시 서구 가좌동2023-10-17
6465성산운수노동조합성산운수인천광역시 서구 가좌동2023-10-17
6566대덕택시노동조합대덕택시인천광역시 서구 석남동2023-10-17
6667공성교통노동조합공성교통인천광역시 서구 가좌동2023-10-17
6768태성환경 노동조합태성환경인천광역시 서구 오류동2023-10-17