Overview

Dataset statistics

Number of variables7
Number of observations34
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.0 KiB
Average record size in memory60.9 B

Variable types

Numeric1
Categorical3
Text3

Dataset

Description전라남도 광양시 육아종합지원센터 구인구직 정보 제공 현황을 공개합니다.(번호,시설유형,시설명,제목,모집직종,마감일,채용여부)
Author전라남도 광양시
URLhttps://www.data.go.kr/data/15122858/fileData.do

Alerts

시설유형 is highly overall correlated with 모집직종High correlation
모집직종 is highly overall correlated with 시설유형 and 1 other fieldsHigh correlation
채용여부 is highly overall correlated with 모집직종High correlation
채용여부 is highly imbalanced (67.7%)Imbalance
번호 has unique valuesUnique

Reproduction

Analysis started2023-12-11 23:49:20.356789
Analysis finished2023-12-11 23:49:21.009574
Duration0.65 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

번호
Real number (ℝ)

UNIQUE 

Distinct34
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean17.5
Minimum1
Maximum34
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size438.0 B
2023-12-12T08:49:21.088278image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2.65
Q19.25
median17.5
Q325.75
95-th percentile32.35
Maximum34
Range33
Interquartile range (IQR)16.5

Descriptive statistics

Standard deviation9.9582462
Coefficient of variation (CV)0.56904264
Kurtosis-1.2
Mean17.5
Median Absolute Deviation (MAD)8.5
Skewness0
Sum595
Variance99.166667
MonotonicityStrictly increasing
2023-12-12T08:49:21.220388image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=34)
ValueCountFrequency (%)
1 1
 
2.9%
27 1
 
2.9%
21 1
 
2.9%
22 1
 
2.9%
23 1
 
2.9%
24 1
 
2.9%
25 1
 
2.9%
26 1
 
2.9%
28 1
 
2.9%
19 1
 
2.9%
Other values (24) 24
70.6%
ValueCountFrequency (%)
1 1
2.9%
2 1
2.9%
3 1
2.9%
4 1
2.9%
5 1
2.9%
6 1
2.9%
7 1
2.9%
8 1
2.9%
9 1
2.9%
10 1
2.9%
ValueCountFrequency (%)
34 1
2.9%
33 1
2.9%
32 1
2.9%
31 1
2.9%
30 1
2.9%
29 1
2.9%
28 1
2.9%
27 1
2.9%
26 1
2.9%
25 1
2.9%

시설유형
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)17.6%
Missing0
Missing (%)0.0%
Memory size404.0 B
국공립
16 
민간
6 
법인 단체 등
6 
기타(직장어린이집)
3 
사회복지법인
2 

Length

Max length11
Median length10
Mean length4.5588235
Min length2

Unique

Unique1 ?
Unique (%)2.9%

Sample

1st row국공립
2nd row국공립
3rd row국공립
4th row민간
5th row국공립

Common Values

ValueCountFrequency (%)
국공립 16
47.1%
민간 6
 
17.6%
법인 단체 등 6
 
17.6%
기타(직장어린이집) 3
 
8.8%
사회복지법인 2
 
5.9%
기타((주)부영주택) 1
 
2.9%

Length

2023-12-12T08:49:21.412560image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:49:21.561114image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
국공립 16
34.8%
민간 6
 
13.0%
법인 6
 
13.0%
단체 6
 
13.0%
등 6
 
13.0%
기타(직장어린이집 3
 
6.5%
사회복지법인 2
 
4.3%
기타((주)부영주택 1
 
2.2%

시설명
Text

Distinct18
Distinct (%)52.9%
Missing0
Missing (%)0.0%
Memory size404.0 B
2023-12-12T08:49:21.783316image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length15
Median length12
Mean length10.852941
Min length6

Characters and Unicode

Total characters369
Distinct characters67
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique9 ?
Unique (%)26.5%

Sample

1st row광양스위트엠르네상스 어린이집
2nd row광양영무예다음 어린이집
3rd row광양푸르지오더퍼스트어린이집
4th row라온노르웨이숲어린이집
5th row수퍼루키어린이집
ValueCountFrequency (%)
어린이집 10
19.6%
근로복지공단광양어린이집 6
11.8%
포스코 3
 
5.9%
금호 3
 
5.9%
광양영무예다음 3
 
5.9%
광양스위트엠르네상스 3
 
5.9%
광양 3
 
5.9%
광양진상어린이집 2
 
3.9%
동문디이스트어린이집 2
 
3.9%
광양초원어린이집 2
 
3.9%
Other values (12) 14
27.5%
2023-12-12T08:49:22.119868image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
이 39
 
10.6%
어 33
 
8.9%
집 33
 
8.9%
린 33
 
8.9%
광 22
 
6.0%
양 22
 
6.0%
17
 
4.6%
스 14
 
3.8%
지 9
 
2.4%
트 8
 
2.2%
Other values (57) 139
37.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 352
95.4%
Space Separator 17
 
4.6%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 39
 
11.1%
어 33
 
9.4%
집 33
 
9.4%
린 33
 
9.4%
광 22
 
6.2%
양 22
 
6.2%
스 14
 
4.0%
지 9
 
2.6%
트 8
 
2.3%
르 7
 
2.0%
Other values (56) 132
37.5%
Space Separator
ValueCountFrequency (%)
17
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 352
95.4%
Common 17
 
4.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 39
 
11.1%
어 33
 
9.4%
집 33
 
9.4%
린 33
 
9.4%
광 22
 
6.2%
양 22
 
6.2%
스 14
 
4.0%
지 9
 
2.6%
트 8
 
2.3%
르 7
 
2.0%
Other values (56) 132
37.5%
Common
ValueCountFrequency (%)
17
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 352
95.4%
ASCII 17
 
4.6%

Most frequent character per block

Hangul
ValueCountFrequency (%)
이 39
 
11.1%
어 33
 
9.4%
집 33
 
9.4%
린 33
 
9.4%
광 22
 
6.2%
양 22
 
6.2%
스 14
 
4.0%
지 9
 
2.6%
트 8
 
2.3%
르 7
 
2.0%
Other values (56) 132
37.5%
ASCII
ValueCountFrequency (%)
17
100.0%

제목
Text

Distinct29
Distinct (%)85.3%
Missing0
Missing (%)0.0%
Memory size404.0 B
2023-12-12T08:49:22.372557image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length45
Median length29
Mean length18.441176
Min length7

Characters and Unicode

Total characters627
Distinct characters96
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

Unique25 ?
Unique (%)73.5%

Sample

1st row보육교사 채용합니다.(만0세 담임교사)
2nd row담임교사 채용합니다.
3rd row보육교사 채용합니다.
4th row영아반 보육교사 모집 (반증설)
5th row만 1세 보육교사 (기간제) 모집
ValueCountFrequency (%)
모집 10
 
7.9%
보육교사 9
 
7.1%
채용합니다 8
 
6.3%
연장보육전담교사 7
 
5.5%
모집합니다 6
 
4.7%
2023년 6
 
4.7%
담임교사 6
 
4.7%
2명 3
 
2.4%
보조교사 3
 
2.4%
영아반 3
 
2.4%
Other values (50) 66
52.0%
2023-12-12T08:49:22.768727image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
93
 
14.8%
사 42
 
6.7%
교 38
 
6.1%
보 24
 
3.8%
육 21
 
3.3%
집 19
 
3.0%
담 19
 
3.0%
모 18
 
2.9%
다 18
 
2.9%
. 18
 
2.9%
Other values (86) 317
50.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 458
73.0%
Space Separator 93
 
14.8%
Decimal Number 40
 
6.4%
Other Punctuation 21
 
3.3%
Open Punctuation 7
 
1.1%
Close Punctuation 7
 
1.1%
Dash Punctuation 1
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
사 42
 
9.2%
교 38
 
8.3%
보 24
 
5.2%
육 21
 
4.6%
집 19
 
4.1%
담 19
 
4.1%
모 18
 
3.9%
다 18
 
3.9%
니 18
 
3.9%
합 16
 
3.5%
Other values (72) 225
49.1%
Decimal Number
ValueCountFrequency (%)
2 16
40.0%
0 12
30.0%
3 7
17.5%
1 4
 
10.0%
4 1
 
2.5%
Other Punctuation
ValueCountFrequency (%)
. 18
85.7%
, 2
 
9.5%
/ 1
 
4.8%
Open Punctuation
ValueCountFrequency (%)
( 6
85.7%
[ 1
 
14.3%
Close Punctuation
ValueCountFrequency (%)
) 6
85.7%
] 1
 
14.3%
Space Separator
ValueCountFrequency (%)
93
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 458
73.0%
Common 169
 
27.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
사 42
 
9.2%
교 38
 
8.3%
보 24
 
5.2%
육 21
 
4.6%
집 19
 
4.1%
담 19
 
4.1%
모 18
 
3.9%
다 18
 
3.9%
니 18
 
3.9%
합 16
 
3.5%
Other values (72) 225
49.1%
Common
ValueCountFrequency (%)
93
55.0%
. 18
 
10.7%
2 16
 
9.5%
0 12
 
7.1%
3 7
 
4.1%
( 6
 
3.6%
) 6
 
3.6%
1 4
 
2.4%
, 2
 
1.2%
/ 1
 
0.6%
Other values (4) 4
 
2.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 458
73.0%
ASCII 169
 
27.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
93
55.0%
. 18
 
10.7%
2 16
 
9.5%
0 12
 
7.1%
3 7
 
4.1%
( 6
 
3.6%
) 6
 
3.6%
1 4
 
2.4%
, 2
 
1.2%
/ 1
 
0.6%
Other values (4) 4
 
2.4%
Hangul
ValueCountFrequency (%)
사 42
 
9.2%
교 38
 
8.3%
보 24
 
5.2%
육 21
 
4.6%
집 19
 
4.1%
담 19
 
4.1%
모 18
 
3.9%
다 18
 
3.9%
니 18
 
3.9%
합 16
 
3.5%
Other values (72) 225
49.1%

모집직종
Categorical

HIGH CORRELATION 

Distinct8
Distinct (%)23.5%
Missing0
Missing (%)0.0%
Memory size404.0 B
영아보육교사
20 
기타(연장보육전담교사)
5 
원장
 
2
기타(보조교사)
 
2
조리사
 
2
Other values (3)
3 

Length

Max length21
Median length6
Mean length7.3823529
Min length2

Unique

Unique3 ?
Unique (%)8.8%

Sample

1st row영아보육교사
2nd row원장
3rd row영아보육교사
4th row영아보육교사
5th row영아보육교사

Common Values

ValueCountFrequency (%)
영아보육교사 20
58.8%
기타(연장보육전담교사) 5
 
14.7%
원장 2
 
5.9%
기타(보조교사) 2
 
5.9%
조리사 2
 
5.9%
기타(연장반 전담교사) 1
 
2.9%
기타(연장전담보육교사) 1
 
2.9%
기타(영아보조교사 / 연장보육전담교사) 1
 
2.9%

Length

2023-12-12T08:49:22.891049image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:49:23.024506image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
영아보육교사 20
54.1%
기타(연장보육전담교사 5
 
13.5%
원장 2
 
5.4%
기타(보조교사 2
 
5.4%
조리사 2
 
5.4%
기타(연장반 1
 
2.7%
전담교사 1
 
2.7%
기타(연장전담보육교사 1
 
2.7%
기타(영아보조교사 1
 
2.7%
1
 
2.7%

마감일
Text

Distinct26
Distinct (%)76.5%
Missing0
Missing (%)0.0%
Memory size404.0 B
2023-12-12T08:49:23.230542image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length10
Median length10
Mean length9.6470588
Min length7

Characters and Unicode

Total characters328
Distinct characters18
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique22 ?
Unique (%)64.7%

Sample

1st row2023-10-07
2nd row2023-08-25
3rd row2023-08-18
4th row2023-08-28
5th row2023-08-31
ValueCountFrequency (%)
채용완료시까지 4
 
11.8%
2023-02-10 3
 
8.8%
2023-02-03 3
 
8.8%
2023-08-31 2
 
5.9%
2023-03-17 1
 
2.9%
2023-10-07 1
 
2.9%
2023-03-03 1
 
2.9%
2023-01-13 1
 
2.9%
2023-01-31 1
 
2.9%
2023-01-26 1
 
2.9%
Other values (16) 16
47.1%
2023-12-12T08:49:23.562321image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2 76
23.2%
0 73
22.3%
- 60
18.3%
3 45
13.7%
1 22
 
6.7%
8 10
 
3.0%
7 5
 
1.5%
용 4
 
1.2%
채 4
 
1.2%
지 4
 
1.2%
Other values (8) 25
 
7.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 240
73.2%
Dash Punctuation 60
 
18.3%
Other Letter 28
 
8.5%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 76
31.7%
0 73
30.4%
3 45
18.8%
1 22
 
9.2%
8 10
 
4.2%
7 5
 
2.1%
4 3
 
1.2%
6 3
 
1.2%
5 2
 
0.8%
9 1
 
0.4%
Other Letter
ValueCountFrequency (%)
용 4
14.3%
채 4
14.3%
지 4
14.3%
까 4
14.3%
시 4
14.3%
료 4
14.3%
완 4
14.3%
Dash Punctuation
ValueCountFrequency (%)
- 60
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 300
91.5%
Hangul 28
 
8.5%

Most frequent character per script

Common
ValueCountFrequency (%)
2 76
25.3%
0 73
24.3%
- 60
20.0%
3 45
15.0%
1 22
 
7.3%
8 10
 
3.3%
7 5
 
1.7%
4 3
 
1.0%
6 3
 
1.0%
5 2
 
0.7%
Hangul
ValueCountFrequency (%)
용 4
14.3%
채 4
14.3%
지 4
14.3%
까 4
14.3%
시 4
14.3%
료 4
14.3%
완 4
14.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 300
91.5%
Hangul 28
 
8.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 76
25.3%
0 73
24.3%
- 60
20.0%
3 45
15.0%
1 22
 
7.3%
8 10
 
3.3%
7 5
 
1.7%
4 3
 
1.0%
6 3
 
1.0%
5 2
 
0.7%
Hangul
ValueCountFrequency (%)
용 4
14.3%
채 4
14.3%
지 4
14.3%
까 4
14.3%
시 4
14.3%
료 4
14.3%
완 4
14.3%

채용여부
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)5.9%
Missing0
Missing (%)0.0%
Memory size404.0 B
마감
32 
채용중
 
2

Length

Max length3
Median length2
Mean length2.0588235
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row채용중
2nd row마감
3rd row마감
4th row마감
5th row마감

Common Values

ValueCountFrequency (%)
마감 32
94.1%
채용중 2
 
5.9%

Length

2023-12-12T08:49:23.671824image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:49:23.757074image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
마감 32
94.1%
채용중 2
 
5.9%

Interactions

2023-12-12T08:49:20.721861image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T08:49:23.808669image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
번호시설유형시설명제목모집직종마감일채용여부
번호1.0000.4850.5330.5920.0000.8920.000
시설유형0.4851.0001.0000.9760.7510.7950.449
시설명0.5331.0001.0000.9750.4280.8220.000
제목0.5920.9760.9751.0000.8450.8681.000
모집직종0.0000.7510.4280.8451.0000.8340.781
마감일0.8920.7950.8220.8680.8341.0000.000
채용여부0.0000.4490.0001.0000.7810.0001.000
2023-12-12T08:49:23.896252image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
채용여부모집직종시설유형
채용여부1.0000.5400.296
모집직종0.5401.0000.520
시설유형0.2960.5201.000
2023-12-12T08:49:23.968387image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
번호시설유형모집직종채용여부
번호1.0000.2420.0000.000
시설유형0.2421.0000.5200.296
모집직종0.0000.5201.0000.540
채용여부0.0000.2960.5401.000

Missing values

2023-12-12T08:49:20.838974image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T08:49:20.952099image/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

번호시설유형시설명제목모집직종마감일채용여부
01국공립광양스위트엠르네상스 어린이집보육교사 채용합니다.(만0세 담임교사)영아보육교사2023-10-07채용중
12국공립광양영무예다음 어린이집담임교사 채용합니다.원장2023-08-25마감
23국공립광양푸르지오더퍼스트어린이집보육교사 채용합니다.영아보육교사2023-08-18마감
34민간라온노르웨이숲어린이집영아반 보육교사 모집 (반증설)영아보육교사2023-08-28마감
45국공립수퍼루키어린이집만 1세 보육교사 (기간제) 모집영아보육교사2023-08-31마감
56국공립광양동문디이스트어린이집만0세반 대체교사 구함영아보육교사2023-08-31마감
67국공립광양스위트엠르네상스 어린이집담임교사 채용합니다.영아보육교사2023-08-19마감
78국공립광양진상어린이집영아반 담임교사 모집영아보육교사2023-07-14마감
89법인 단체 등근로복지공단광양어린이집연장보육전담교사 1명 모집기타(연장보육전담교사)2023-06-16마감
910국공립햇빛어린이집햇빛어린이집 보조교사 모집 안내기타(보조교사)2023-05-30마감
번호시설유형시설명제목모집직종마감일채용여부
2425국공립광양진상어린이집보육교사 모집영아보육교사2023-02-10마감
2526국공립광양푸르지오더퍼스트어린이집보육교사 채용합니다.영아보육교사2023-02-10마감
2627국공립광양영무예다음 어린이집담임교사 및 연장반 교사 채용합니다.영아보육교사2023-02-03마감
2728민간라온노르웨이숲어린이집2023년 보육교사를 채용- 영아반담임교사영아보육교사2023-02-10마감
2829국공립동문디이스트어린이집2023년 조리사선생님 채용합니다.조리사2023-01-27마감
2930국공립동문디이스트어린이집2023년 보육교사[영아반, 유아반] 채용합니다.영아보육교사2023-01-26마감
3031민간덕진봄빛어린이집2023년 0세반 담임교사및 연장반 교사 구합니다.영아보육교사채용완료시까지마감
3132민간아이편한 어린이집2023년 3월 연장반 담임선생님 모십니다.영아보육교사2023-01-31마감
3233기타(직장어린이집)광양 포스코 금호 어린이집포스코금호어린이집 교사 채용(기간제 및 육아휴직 대체교사)영아보육교사2023-01-13마감
3334민간도담어린이집조리사선생님 모집조리사2023-01-20마감