Overview

Dataset statistics

Number of variables6
Number of observations1269
Missing cells0
Missing cells (%)0.0%
Duplicate rows2
Duplicate rows (%)0.2%
Total size in memory60.9 KiB
Average record size in memory49.1 B

Variable types

Categorical3
Text1
DateTime2

Dataset

Description아이돌봄서비스에 참여하는 아이돌보미 보수교육 과정 정보 (기준년도, 교육구분, 상세구분, 교육명, 교육시작일, 교육종료일)
Author여성가족부
URLhttps://www.data.go.kr/data/15063168/fileData.do

Alerts

기준년도 has constant value ""Constant
교육구분 has constant value ""Constant
Dataset has 2 (0.2%) duplicate rowsDuplicates

Reproduction

Analysis started2023-12-12 20:19:59.418160
Analysis finished2023-12-12 20:19:59.874755
Duration0.46 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

기준년도
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size10.0 KiB
2021
1269 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2021
2nd row2021
3rd row2021
4th row2021
5th row2021

Common Values

ValueCountFrequency (%)
2021 1269
100.0%

Length

2023-12-13T05:19:59.968531image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T05:20:00.097826image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2021 1269
100.0%

교육구분
Categorical

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size10.0 KiB
보수교육
1269 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
보수교육 1269
100.0%

Length

2023-12-13T05:20:00.217850image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T05:20:00.335101image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
보수교육 1269
100.0%

상세구분
Categorical

Distinct7
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size10.0 KiB
기본
635 
특화-영아기과정
354 
특화-유아기과정
189 
특화-발달에 따른 놀이과정(정서사회성)
 
38
특화-학령기과정
 
31
Other values (2)
 
22

Length

Max length21
Median length2
Mean length5.572892
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row특화-유아기과정
2nd row기본
3rd row특화-유아기과정
4th row기본
5th row특화-유아기과정

Common Values

ValueCountFrequency (%)
기본 635
50.0%
특화-영아기과정 354
27.9%
특화-유아기과정 189
 
14.9%
특화-발달에 따른 놀이과정(정서사회성) 38
 
3.0%
특화-학령기과정 31
 
2.4%
특화-발달에 따른 놀이과정(신체) 14
 
1.1%
특화-발달에 따른 놀이과정(인지언어) 8
 
0.6%

Length

2023-12-13T05:20:00.478950image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T05:20:00.639200image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
기본 635
45.7%
특화-영아기과정 354
25.5%
특화-유아기과정 189
 
13.6%
특화-발달에 60
 
4.3%
따른 60
 
4.3%
놀이과정(정서사회성 38
 
2.7%
특화-학령기과정 31
 
2.2%
놀이과정(신체 14
 
1.0%
놀이과정(인지언어 8
 
0.6%

교육명
Text

Distinct1256
Distinct (%)99.0%
Missing0
Missing (%)0.0%
Memory size10.0 KiB
2023-12-13T05:20:00.959723image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length44
Median length40
Mean length30.15524
Min length20

Characters and Unicode

Total characters38267
Distinct characters152
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1243 ?
Unique (%)98.0%

Sample

1st row2021 강원_태백시 아이돌보미 특화 유아기과정 4차
2nd row2021 강원_태백시 아이돌보미 기본 4차
3rd row2021 강원_태백시 아이돌보미 특화 유아기과정 3차
4th row2021 강원_태백시 아이돌보미 기본 3차
5th row2021 강원_횡성군 아이돌보미 특화 유아기과정 4차
ValueCountFrequency (%)
아이돌보미 1023
16.1%
2021 828
 
13.0%
특화 518
 
8.1%
기본 474
 
7.4%
영아기과정 277
 
4.4%
보수교육 228
 
3.6%
2021년 157
 
2.5%
유아기과정 139
 
2.2%
1차 102
 
1.6%
2차 98
 
1.5%
Other values (388) 2521
39.6%
2023-12-13T05:20:01.497152image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
6209
 
16.2%
2 2304
 
6.0%
보 1584
 
4.1%
1 1466
 
3.8%
아 1457
 
3.8%
기 1292
 
3.4%
차 1110
 
2.9%
이 1076
 
2.8%
0 1071
 
2.8%
_ 1048
 
2.7%
Other values (142) 19650
51.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 23266
60.8%
Space Separator 6209
 
16.2%
Decimal Number 5556
 
14.5%
Connector Punctuation 1048
 
2.7%
Close Punctuation 899
 
2.3%
Open Punctuation 899
 
2.3%
Uppercase Letter 336
 
0.9%
Dash Punctuation 46
 
0.1%
Other Punctuation 8
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
보 1584
 
6.8%
아 1457
 
6.3%
기 1292
 
5.6%
차 1110
 
4.8%
이 1076
 
4.6%
미 1033
 
4.4%
돌 1025
 
4.4%
육 676
 
2.9%
교 676
 
2.9%
화 636
 
2.7%
Other values (119) 12701
54.6%
Decimal Number
ValueCountFrequency (%)
2 2304
41.5%
1 1466
26.4%
0 1071
19.3%
3 224
 
4.0%
4 127
 
2.3%
5 100
 
1.8%
6 90
 
1.6%
7 71
 
1.3%
8 53
 
1.0%
9 50
 
0.9%
Uppercase Letter
ValueCountFrequency (%)
Y 84
25.0%
W 84
25.0%
C 84
25.0%
A 84
25.0%
Open Punctuation
ValueCountFrequency (%)
[ 485
53.9%
( 413
45.9%
{ 1
 
0.1%
Close Punctuation
ValueCountFrequency (%)
] 486
54.1%
) 413
45.9%
Space Separator
ValueCountFrequency (%)
6209
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 1048
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 46
100.0%
Other Punctuation
ValueCountFrequency (%)
/ 8
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 23266
60.8%
Common 14665
38.3%
Latin 336
 
0.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
보 1584
 
6.8%
아 1457
 
6.3%
기 1292
 
5.6%
차 1110
 
4.8%
이 1076
 
4.6%
미 1033
 
4.4%
돌 1025
 
4.4%
육 676
 
2.9%
교 676
 
2.9%
화 636
 
2.7%
Other values (119) 12701
54.6%
Common
ValueCountFrequency (%)
6209
42.3%
2 2304
 
15.7%
1 1466
 
10.0%
0 1071
 
7.3%
_ 1048
 
7.1%
] 486
 
3.3%
[ 485
 
3.3%
) 413
 
2.8%
( 413
 
2.8%
3 224
 
1.5%
Other values (9) 546
 
3.7%
Latin
ValueCountFrequency (%)
Y 84
25.0%
W 84
25.0%
C 84
25.0%
A 84
25.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 23266
60.8%
ASCII 15001
39.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
6209
41.4%
2 2304
 
15.4%
1 1466
 
9.8%
0 1071
 
7.1%
_ 1048
 
7.0%
] 486
 
3.2%
[ 485
 
3.2%
) 413
 
2.8%
( 413
 
2.8%
3 224
 
1.5%
Other values (13) 882
 
5.9%
Hangul
ValueCountFrequency (%)
보 1584
 
6.8%
아 1457
 
6.3%
기 1292
 
5.6%
차 1110
 
4.8%
이 1076
 
4.6%
미 1033
 
4.4%
돌 1025
 
4.4%
육 676
 
2.9%
교 676
 
2.9%
화 636
 
2.7%
Other values (119) 12701
54.6%

교육시작일
Date

Distinct186
Distinct (%)14.7%
Missing0
Missing (%)0.0%
Memory size10.0 KiB
Minimum2021-02-05 00:00:00
Maximum2022-01-01 00:00:00
2023-12-13T05:20:01.681347image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T05:20:01.863570image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

교육종료일
Date

Distinct185
Distinct (%)14.6%
Missing0
Missing (%)0.0%
Memory size10.0 KiB
Minimum2021-02-05 00:00:00
Maximum2022-01-31 00:00:00
2023-12-13T05:20:02.052798image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T05:20:02.252928image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

Missing values

2023-12-13T05:19:59.679261image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T05:19:59.816195image/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

기준년도교육구분상세구분교육명교육시작일교육종료일
02021보수교육특화-유아기과정2021 강원_태백시 아이돌보미 특화 유아기과정 4차2021-06-262021-06-26
12021보수교육기본2021 강원_태백시 아이돌보미 기본 4차2021-06-192021-06-19
22021보수교육특화-유아기과정2021 강원_태백시 아이돌보미 특화 유아기과정 3차2021-06-272021-06-27
32021보수교육기본2021 강원_태백시 아이돌보미 기본 3차2021-06-202021-06-20
42021보수교육특화-유아기과정2021 강원_횡성군 아이돌보미 특화 유아기과정 4차2021-06-192021-06-19
52021보수교육기본2021 강원_횡성군 아이돌보미 기본 4차2021-06-182021-06-18
62021보수교육특화-발달에 따른 놀이과정(정서사회성)2021 충북_청주시 아이돌보미 보수교육 특화 1차2021-07-022021-07-02
72021보수교육기본2021 충북_청주시 아이돌보미 보수교육 기본 1차2021-07-012021-07-01
82021보수교육특화-유아기과정2021 충남_공주시 아이돌보미 특화 유아기과정 7차2021-06-182021-06-18
92021보수교육기본2021 충남_공주시 아이돌보미 기본 7차2021-06-172021-06-17
기준년도교육구분상세구분교육명교육시작일교육종료일
12592021보수교육특화-유아기과정(부산_서구)2021년 제2회 아이돌보미 보수교육_특화 유아기과정2021-06-142021-07-11
12602021보수교육특화-영아기과정(부산_서구)2021년 제2회 아이돌보미 보수교육_특화 영아기과정2021-06-142021-07-11
12612021보수교육기본(부산_서구) 2021년 제3회 아이돌보미 보수교육_ 기본2021-07-122021-08-08
12622021보수교육기본(부산_서구) 2021년 제2회 아이돌보미 보수교육_기본2021-06-142021-07-11
12632021보수교육특화-학령기과정(부산_서구) 2021년 제1회 아이돌보미 보수교육_특화 학령기과정2021-05-172021-06-13
12642021보수교육기본(부산_서구) 2021년 제1회 아이돌보미 보수교육_기본2021-05-172021-06-13
12652021보수교육특화-학령기과정2021 부산_서구 아이돌보미 특화 학령기과정2021-04-192021-05-04
12662021보수교육특화-유아기과정2021 부산_서구 아이돌보미 특화 유아기과정2021-04-192021-05-04
12672021보수교육특화-영아기과정2021 부산_서구 아이돌보미 특화 영아기과정2021-04-192021-05-04
12682021보수교육기본2021 부산_서구 아이돌보미 기본2021-04-192021-05-04

Duplicate rows

Most frequently occurring

기준년도교육구분상세구분교육명교육시작일교육종료일# duplicates
02021보수교육기본[기본]6차[송파여성인력개발센터]온라인보수교육2021-05-222021-05-292
12021보수교육특화-유아기과정(부산_수영구) 2021년 제3회 아이돌보미 보수교육_ 특화 유아기과정2021-07-122021-08-082