Overview

Dataset statistics

Number of variables11
Number of observations10000
Missing cells0
Missing cells (%)0.0%
Duplicate rows239
Duplicate rows (%)2.4%
Total size in memory966.8 KiB
Average record size in memory99.0 B

Variable types

Categorical4
Text1
DateTime4
Numeric2

Dataset

Description여성가족부 아이돌보미 교육과정 (사업연도, 교육구분, 상세구분, 교육상태, 교육명, 신청시작일, 신청종료일, 교육시작일, 교육종료일, 교육시간, 모집정원)
Author여성가족부
URLhttps://www.data.go.kr/data/15063150/fileData.do

Alerts

사업연도 has constant value ""Constant
Dataset has 239 (2.4%) duplicate rowsDuplicates
상세구분 is highly overall correlated with 교육구분High correlation
교육구분 is highly overall correlated with 교육시간 and 1 other fieldsHigh correlation
교육시간 is highly overall correlated with 교육구분High correlation
상세구분 is highly imbalanced (54.7%)Imbalance
교육상태 is highly imbalanced (91.9%)Imbalance
모집정원 has 238 (2.4%) zerosZeros

Reproduction

Analysis started2023-12-12 01:40:06.505449
Analysis finished2023-12-12 01:40:08.525326
Duration2.02 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

사업연도
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
2021
10000 

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 10000
100.0%

Length

2023-12-12T10:40:08.634304image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T10:40:08.774577image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2021 10000
100.0%

교육구분
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
기타교육
7659 
법정교육
1490 
보수교육
 
720
양성교육
 
131

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
기타교육 7659
76.6%
법정교육 1490
 
14.9%
보수교육 720
 
7.2%
양성교육 131
 
1.3%

Length

2023-12-12T10:40:08.925813image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T10:40:09.113632image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
기타교육 7659
76.6%
법정교육 1490
 
14.9%
보수교육 720
 
7.2%
양성교육 131
 
1.3%

상세구분
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct18
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
기타 필요교육
6953 
정기 집담회
 
534
개인정보보호교육
 
522
장애인인식개선교육
 
502
기본
 
364
Other values (13)
1125 

Length

Max length21
Median length7
Mean length6.9568
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row특화-영아기과정
2nd row기본
3rd row아동학대신고의무자교육
4th row기타 필요교육
5th row기타 필요교육

Common Values

ValueCountFrequency (%)
기타 필요교육 6953
69.5%
정기 집담회 534
 
5.3%
개인정보보호교육 522
 
5.2%
장애인인식개선교육 502
 
5.0%
기본 364
 
3.6%
퇴직연금교육 333
 
3.3%
특화-영아기과정 194
 
1.9%
인적성검사(재직) 140
 
1.4%
일반 131
 
1.3%
특화-유아기과정 109
 
1.1%
Other values (8) 218
 
2.2%

Length

2023-12-12T10:40:09.306943image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
기타 6953
39.6%
필요교육 6953
39.6%
정기 534
 
3.0%
집담회 534
 
3.0%
개인정보보호교육 522
 
3.0%
장애인인식개선교육 502
 
2.9%
기본 364
 
2.1%
퇴직연금교육 333
 
1.9%
특화-영아기과정 194
 
1.1%
인적성검사(재직 140
 
0.8%
Other values (12) 528
 
3.0%

교육상태
Categorical

IMBALANCE 

Distinct5
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
교육종료
9791 
모집중
 
71
모집종료
 
62
모집대기
 
44
교육중
 
32

Length

Max length4
Median length4
Mean length3.9897
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
교육종료 9791
97.9%
모집중 71
 
0.7%
모집종료 62
 
0.6%
모집대기 44
 
0.4%
교육중 32
 
0.3%

Length

2023-12-12T10:40:09.468366image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T10:40:09.598734image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
교육종료 9791
97.9%
모집중 71
 
0.7%
모집종료 62
 
0.6%
모집대기 44
 
0.4%
교육중 32
 
0.3%

교육명
Text

Distinct6144
Distinct (%)61.4%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
2023-12-12T10:40:09.921682image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length58
Median length51
Mean length27.0935
Min length1

Characters and Unicode

Total characters270935
Distinct characters374
Distinct categories12 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5286 ?
Unique (%)52.9%

Sample

1st row[특화]3차 [은평여성인력개발센터] 집합 보수교육
2nd row2021 경북_안동시 아이돌보미 보수교육 기본 5차
3rd row2021 포항시 아이돌보미 아동학대신고의무자교육 5차
4th row2021 남구 아이돌보미 기타교육 기타 필요교육
5th row2021 통영시 아이돌보미 기타 필요교육 (이강희)
ValueCountFrequency (%)
2021 6521
 
12.7%
아이돌보미 6311
 
12.3%
코로나19 2079
 
4.1%
기타 1587
 
3.1%
필요교육 1505
 
2.9%
코로나 1210
 
2.4%
선제검사 1038
 
2.0%
기연계건 797
 
1.6%
관련 741
 
1.4%
1차 680
 
1.3%
Other values (3350) 28724
56.1%
2023-12-12T10:40:10.474012image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
50927
 
18.8%
2 16249
 
6.0%
1 12405
 
4.6%
보 9064
 
3.3%
0 8479
 
3.1%
이 8050
 
3.0%
미 7016
 
2.6%
아 6966
 
2.6%
돌 6819
 
2.5%
로 5259
 
1.9%
Other values (364) 139701
51.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 160925
59.4%
Space Separator 50927
 
18.8%
Decimal Number 45517
 
16.8%
Close Punctuation 4441
 
1.6%
Open Punctuation 4428
 
1.6%
Other Punctuation 2022
 
0.7%
Connector Punctuation 1111
 
0.4%
Dash Punctuation 872
 
0.3%
Uppercase Letter 497
 
0.2%
Lowercase Letter 156
 
0.1%
Other values (2) 39
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
보 9064
 
5.6%
이 8050
 
5.0%
미 7016
 
4.4%
아 6966
 
4.3%
돌 6819
 
4.2%
로 5259
 
3.3%
육 4736
 
2.9%
교 4734
 
2.9%
기 4675
 
2.9%
나 4127
 
2.6%
Other values (318) 99479
61.8%
Uppercase Letter
ValueCountFrequency (%)
T 156
31.4%
H 122
24.5%
A 51
 
10.3%
C 46
 
9.3%
W 46
 
9.3%
Y 46
 
9.3%
B 15
 
3.0%
E 6
 
1.2%
M 3
 
0.6%
U 2
 
0.4%
Other values (3) 4
 
0.8%
Decimal Number
ValueCountFrequency (%)
2 16249
35.7%
1 12405
27.3%
0 8479
18.6%
9 2957
 
6.5%
7 1167
 
2.6%
3 1028
 
2.3%
4 992
 
2.2%
6 894
 
2.0%
5 888
 
2.0%
8 458
 
1.0%
Other Punctuation
ValueCountFrequency (%)
. 523
25.9%
/ 494
24.4%
* 416
20.6%
: 380
18.8%
, 192
 
9.5%
" 14
 
0.7%
& 3
 
0.1%
Lowercase Letter
ValueCountFrequency (%)
t 138
88.5%
h 13
 
8.3%
i 2
 
1.3%
o 2
 
1.3%
b 1
 
0.6%
Close Punctuation
ValueCountFrequency (%)
) 4134
93.1%
] 299
 
6.7%
」 8
 
0.2%
Open Punctuation
ValueCountFrequency (%)
( 4121
93.1%
[ 299
 
6.8%
「 8
 
0.2%
Space Separator
ValueCountFrequency (%)
50927
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 1111
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 872
100.0%
Control
ValueCountFrequency (%)
38
100.0%
Math Symbol
ValueCountFrequency (%)
+ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 160925
59.4%
Common 109357
40.4%
Latin 653
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
보 9064
 
5.6%
이 8050
 
5.0%
미 7016
 
4.4%
아 6966
 
4.3%
돌 6819
 
4.2%
로 5259
 
3.3%
육 4736
 
2.9%
교 4734
 
2.9%
기 4675
 
2.9%
나 4127
 
2.6%
Other values (318) 99479
61.8%
Common
ValueCountFrequency (%)
50927
46.6%
2 16249
 
14.9%
1 12405
 
11.3%
0 8479
 
7.8%
) 4134
 
3.8%
( 4121
 
3.8%
9 2957
 
2.7%
7 1167
 
1.1%
_ 1111
 
1.0%
3 1028
 
0.9%
Other values (18) 6779
 
6.2%
Latin
ValueCountFrequency (%)
T 156
23.9%
t 138
21.1%
H 122
18.7%
A 51
 
7.8%
C 46
 
7.0%
W 46
 
7.0%
Y 46
 
7.0%
B 15
 
2.3%
h 13
 
2.0%
E 6
 
0.9%
Other values (8) 14
 
2.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 160925
59.4%
ASCII 109994
40.6%
None 16
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
50927
46.3%
2 16249
 
14.8%
1 12405
 
11.3%
0 8479
 
7.7%
) 4134
 
3.8%
( 4121
 
3.7%
9 2957
 
2.7%
7 1167
 
1.1%
_ 1111
 
1.0%
3 1028
 
0.9%
Other values (34) 7416
 
6.7%
Hangul
ValueCountFrequency (%)
보 9064
 
5.6%
이 8050
 
5.0%
미 7016
 
4.4%
아 6966
 
4.3%
돌 6819
 
4.2%
로 5259
 
3.3%
육 4736
 
2.9%
교 4734
 
2.9%
기 4675
 
2.9%
나 4127
 
2.6%
Other values (318) 99479
61.8%
None
ValueCountFrequency (%)
「 8
50.0%
」 8
50.0%

신청시작일
Date

Distinct233
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
Minimum2020-12-21 00:00:00
Maximum2031-05-01 00:00:00
2023-12-12T10:40:10.645572image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T10:40:10.838108image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

신청종료일
Date

Distinct254
Distinct (%)2.5%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
Minimum2020-12-21 00:00:00
Maximum2031-05-31 00:00:00
2023-12-12T10:40:11.029396image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T10:40:11.591841image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

교육시작일
Date

Distinct264
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
Minimum2020-12-22 00:00:00
Maximum2031-02-01 00:00:00
2023-12-12T10:40:11.776749image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T10:40:11.937685image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

교육종료일
Date

Distinct270
Distinct (%)2.7%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
Minimum2020-12-23 00:00:00
Maximum2031-02-28 00:00:00
2023-12-12T10:40:12.082397image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T10:40:12.242189image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

교육시간
Real number (ℝ)

HIGH CORRELATION 

Distinct33
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.94505
Minimum0
Maximum80
Zeros5
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-12T10:40:12.383228image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q12
median2
Q34
95-th percentile8
Maximum80
Range80
Interquartile range (IQR)2

Descriptive statistics

Standard deviation8.4812616
Coefficient of variation (CV)2.149849
Kurtosis70.338901
Mean3.94505
Median Absolute Deviation (MAD)1
Skewness8.202416
Sum39450.5
Variance71.931799
MonotonicityNot monotonic
2023-12-12T10:40:12.588834image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=33)
ValueCountFrequency (%)
2.0 3986
39.9%
1.0 1868
18.7%
3.0 744
 
7.4%
8.0 729
 
7.3%
4.0 716
 
7.2%
2.5 357
 
3.6%
5.0 315
 
3.1%
6.0 251
 
2.5%
3.5 180
 
1.8%
9.0 136
 
1.4%
Other values (23) 718
 
7.2%
ValueCountFrequency (%)
0.0 5
 
0.1%
0.5 35
 
0.4%
1.0 1868
18.7%
1.5 73
 
0.7%
2.0 3986
39.9%
2.5 357
 
3.6%
3.0 744
 
7.4%
3.5 180
 
1.8%
4.0 716
 
7.2%
4.5 104
 
1.0%
ValueCountFrequency (%)
80.0 113
1.1%
45.0 2
 
< 0.1%
40.0 2
 
< 0.1%
32.0 2
 
< 0.1%
20.0 2
 
< 0.1%
18.0 2
 
< 0.1%
16.0 1
 
< 0.1%
14.0 1
 
< 0.1%
12.0 7
 
0.1%
11.5 3
 
< 0.1%

모집정원
Real number (ℝ)

ZEROS 

Distinct123
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean35.8443
Minimum0
Maximum999
Zeros238
Zeros (%)2.4%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-12T10:40:12.740406image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q11
median1
Q310
95-th percentile100
Maximum999
Range999
Interquartile range (IQR)9

Descriptive statistics

Standard deviation145.26616
Coefficient of variation (CV)4.0526992
Kurtosis37.038751
Mean35.8443
Median Absolute Deviation (MAD)0
Skewness6.0773639
Sum358443
Variance21102.259
MonotonicityNot monotonic
2023-12-12T10:40:12.905166image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 5635
56.4%
10 515
 
5.1%
2 395
 
4.0%
5 290
 
2.9%
20 244
 
2.4%
0 238
 
2.4%
30 212
 
2.1%
999 206
 
2.1%
3 182
 
1.8%
50 175
 
1.8%
Other values (113) 1908
 
19.1%
ValueCountFrequency (%)
0 238
 
2.4%
1 5635
56.4%
2 395
 
4.0%
3 182
 
1.8%
4 82
 
0.8%
5 290
 
2.9%
6 73
 
0.7%
7 45
 
0.4%
8 32
 
0.3%
9 44
 
0.4%
ValueCountFrequency (%)
999 206
2.1%
873 1
 
< 0.1%
300 21
 
0.2%
291 2
 
< 0.1%
288 2
 
< 0.1%
287 7
 
0.1%
285 5
 
0.1%
270 7
 
0.1%
260 10
 
0.1%
252 1
 
< 0.1%

Interactions

2023-12-12T10:40:07.899686image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T10:40:07.593570image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T10:40:08.033248image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T10:40:07.765962image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T10:40:13.020296image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
교육구분상세구분교육상태교육시간모집정원
교육구분1.0001.0000.2070.8180.184
상세구분1.0001.0000.3020.8500.265
교육상태0.2070.3021.0000.1830.119
교육시간0.8180.8500.1831.0000.129
모집정원0.1840.2650.1190.1291.000
2023-12-12T10:40:13.139494image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
상세구분교육상태교육구분
상세구분1.0000.1590.999
교육상태0.1591.0000.170
교육구분0.9990.1701.000
2023-12-12T10:40:13.234464image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
교육시간모집정원교육구분상세구분교육상태
교육시간1.000-0.1760.5440.3850.081
모집정원-0.1761.0000.1190.1080.080
교육구분0.5440.1191.0000.9990.170
상세구분0.3850.1080.9991.0000.159
교육상태0.0810.0800.1700.1591.000

Missing values

2023-12-12T10:40:08.190526image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T10:40:08.414564image/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

사업연도교육구분상세구분교육상태교육명신청시작일신청종료일교육시작일교육종료일교육시간모집정원
39552021보수교육특화-영아기과정교육종료[특화]3차 [은평여성인력개발센터] 집합 보수교육2021-04-082021-04-212021-04-222021-04-238.024
134962021보수교육기본교육종료2021 경북_안동시 아이돌보미 보수교육 기본 5차2021-01-292021-01-312021-03-082021-03-088.028
138212021법정교육아동학대신고의무자교육교육종료2021 포항시 아이돌보미 아동학대신고의무자교육 5차2021-02-172021-02-192021-03-042021-03-041.038
56542021기타교육기타 필요교육교육종료2021 남구 아이돌보미 기타교육 기타 필요교육2021-07-212021-07-212021-07-212021-07-212.01
150372021기타교육기타 필요교육교육종료2021 통영시 아이돌보미 기타 필요교육 (이강희)2021-05-212021-05-212021-05-212021-05-212.51
86842021기타교육기타 필요교육교육종료2021 군포시 아이돌보미 기타교육 기타 필요교육 코로나 선제검사2021-04-242021-04-242021-04-242021-04-242.050
70262021기타교육기타 필요교육교육종료2021년 남구 아이돌보미 72차 코로나19 선제검사2021-07-052021-07-062021-07-122021-07-123.01
27092021법정교육개인정보보호교육교육종료2021 마포구 아이돌보미 법정교육 개인정보보호교육 8차2021-06-012021-06-302021-06-262021-06-261.522
108282021법정교육장애인인식개선교육교육종료2021 화성시 아이돌보미 법정교육 장애인인식개선교육 11차2021-05-012021-06-082021-06-112021-06-111.03
70002021기타교육기타 필요교육교육종료2021년 남구 아이돌보미 홍승인이용자, 이숙희 돌보미 코로나19 선제검사(7.21-7.27)2021-07-202021-07-202021-07-272021-07-275.01
사업연도교육구분상세구분교육상태교육명신청시작일신청종료일교육시작일교육종료일교육시간모집정원
37472021기타교육기타 필요교육교육종료2021 코로나19 관련 연계중지에 따른 기연계건 급여 지급(5월)-임미정 19주차-32021-05-102021-05-102021-05-152021-05-158.01
15092021기타교육기타 필요교육교육종료코로나19로 인한 기연계건 활동급여지급_김*연 이용자 관련2021-04-012021-04-022021-04-052021-04-052.01
81772021법정교육개인정보보호교육교육종료2021 고양시 아이돌보미 개인정보보호교육 16차2021-05-012021-05-312021-05-142021-05-141.010
40072021기타교육기타 필요교육교육종료2021 종로구 아이돌보미 기타 필요교육 2차2021-03-172021-03-172021-03-172021-03-173.51
99562021기타교육기타 필요교육교육종료2021 기타교육 - 2차 선제검사 장현화2021-05-042021-05-042021-05-042021-05-042.01
49382021기타교육기타 필요교육교육종료2021 북구 아이돌보미 코로나 선제검사(김미자56)2021-07-152021-07-152021-07-152021-07-152.01
156242021기타교육기타 필요교육교육종료2021 7월 코로나19 활동보전-변경숙2021-07-222021-07-312021-07-082021-07-082.01
139732021기타교육기타 필요교육교육종료코로나 선제검사(김지은t)2021-05-172021-05-172021-05-172021-05-172.01
97072021기타교육기타 필요교육교육종료2021 안양시 아이돌보미 기타교육 (시간보전)2021-07-012021-08-312021-07-242021-07-244.01
127852021양성교육일반교육종료2021 전남_장성군 아이돌보미 일반 1차2021-04-262021-04-302021-05-062021-05-2080.05

Duplicate rows

Most frequently occurring

사업연도교육구분상세구분교육상태교육명신청시작일신청종료일교육시작일교육종료일교육시간모집정원# duplicates
622021기타교육기타 필요교육교육종료2021 남원시 아이돌보미 기타 필요교육 1차2021-05-012021-05-312021-05-212021-05-212.09018
612021기타교육기타 필요교육교육종료2021 남원시 아이돌보미 기타 필요교육 1차2021-05-012021-05-312021-05-202021-05-202.09014
1952021기타교육정기 집담회교육종료2021 남원시 아이돌보미 정기 집담회 1차2021-06-072021-06-092021-06-102021-06-102.02913
1962021기타교육정기 집담회교육종료2021 남원시 아이돌보미 정기 집담회 2차2021-06-072021-06-092021-06-102021-06-102.01610
1632021기타교육기타 필요교육교육종료아이돌보미 코로나19 선제검사 참여건(7월)2021-07-122021-07-122021-07-122021-07-122.016
832021기타교육기타 필요교육교육종료2021 남원시 아이돌보미 기타 필요교육 1차2021-06-282021-06-302021-07-152021-07-152.0905
932021기타교육기타 필요교육교육종료2021 사하구 아이돌보미 기타 필요교육2021-04-012021-04-012021-04-082021-04-083.015
962021기타교육기타 필요교육교육종료2021 서대문구 아이돌보미 기타 필요교육2021-04-222021-04-222021-04-222021-04-222.0305
1162021기타교육기타 필요교육교육종료2021 증평군 아이돌보미 코로나19 선재검사2021-06-072021-06-072021-06-072021-06-072.015
1572021기타교육기타 필요교육교육종료아이돌보미 코로나19 선제검사 참여건(5월)2021-05-242021-05-242021-05-242021-05-242.015