Overview

Dataset statistics

Number of variables4
Number of observations209
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory6.7 KiB
Average record size in memory32.6 B

Variable types

Text2
DateTime2

Dataset

Description한국사회복지협의회 사회복지종사자 교육정보는 한국사회복지협의회에서 시행하는 사회복지종사자에게 필요한 직무능력향상 교육과정 정보를 제공합니다.
URLhttps://www.data.go.kr/data/3050015/fileData.do

Reproduction

Analysis started2023-12-12 06:34:49.516691
Analysis finished2023-12-12 06:34:49.953468
Duration0.44 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

교육명
Text

Distinct102
Distinct (%)48.8%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
2023-12-12T15:34:50.194347image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length30
Median length24
Mean length16.382775
Min length6

Characters and Unicode

Total characters3424
Distinct characters218
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique63 ?
Unique (%)30.1%

Sample

1st row연말정산 실전 실무(1차)
2nd row연말정산 실전 실무(2차)
3rd row사회복지상담의 이해와 실천(초중급)
4th row최신노동법 마스터
5th row기업사회공헌과 프로포절 작성 실무
ValueCountFrequency (%)
실무 46
 
5.6%
작성 43
 
5.3%
및 38
 
4.7%
사회복지 36
 
4.4%
이해와 25
 
3.1%
위한 17
 
2.1%
실전실무 16
 
2.0%
연말정산 15
 
1.8%
핵심실무 14
 
1.7%
스킬 14
 
1.7%
Other values (173) 552
67.6%
2023-12-12T15:34:50.684584image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
624
 
18.2%
실 135
 
3.9%
사 128
 
3.7%
무 127
 
3.7%
회 110
 
3.2%
지 81
 
2.4%
복 73
 
2.1%
서 52
 
1.5%
작 50
 
1.5%
리 50
 
1.5%
Other values (208) 1994
58.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2688
78.5%
Space Separator 624
 
18.2%
Decimal Number 29
 
0.8%
Uppercase Letter 27
 
0.8%
Open Punctuation 21
 
0.6%
Close Punctuation 21
 
0.6%
Other Punctuation 13
 
0.4%
Dash Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
실 135
 
5.0%
사 128
 
4.8%
무 127
 
4.7%
회 110
 
4.1%
지 81
 
3.0%
복 73
 
2.7%
서 52
 
1.9%
작 50
 
1.9%
리 50
 
1.9%
성 47
 
1.7%
Other values (186) 1835
68.3%
Uppercase Letter
ValueCountFrequency (%)
S 11
40.7%
N 5
18.5%
Q 3
 
11.1%
A 3
 
11.1%
P 2
 
7.4%
T 1
 
3.7%
E 1
 
3.7%
G 1
 
3.7%
Decimal Number
ValueCountFrequency (%)
4 9
31.0%
2 9
31.0%
0 5
17.2%
1 4
13.8%
9 2
 
6.9%
Other Punctuation
ValueCountFrequency (%)
, 9
69.2%
& 3
 
23.1%
/ 1
 
7.7%
Open Punctuation
ValueCountFrequency (%)
( 20
95.2%
[ 1
 
4.8%
Close Punctuation
ValueCountFrequency (%)
) 20
95.2%
] 1
 
4.8%
Space Separator
ValueCountFrequency (%)
624
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2688
78.5%
Common 709
 
20.7%
Latin 27
 
0.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
실 135
 
5.0%
사 128
 
4.8%
무 127
 
4.7%
회 110
 
4.1%
지 81
 
3.0%
복 73
 
2.7%
서 52
 
1.9%
작 50
 
1.9%
리 50
 
1.9%
성 47
 
1.7%
Other values (186) 1835
68.3%
Common
ValueCountFrequency (%)
624
88.0%
( 20
 
2.8%
) 20
 
2.8%
, 9
 
1.3%
4 9
 
1.3%
2 9
 
1.3%
0 5
 
0.7%
1 4
 
0.6%
& 3
 
0.4%
9 2
 
0.3%
Other values (4) 4
 
0.6%
Latin
ValueCountFrequency (%)
S 11
40.7%
N 5
18.5%
Q 3
 
11.1%
A 3
 
11.1%
P 2
 
7.4%
T 1
 
3.7%
E 1
 
3.7%
G 1
 
3.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2688
78.5%
ASCII 736
 
21.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
624
84.8%
( 20
 
2.7%
) 20
 
2.7%
S 11
 
1.5%
, 9
 
1.2%
4 9
 
1.2%
2 9
 
1.2%
0 5
 
0.7%
N 5
 
0.7%
1 4
 
0.5%
Other values (12) 20
 
2.7%
Hangul
ValueCountFrequency (%)
실 135
 
5.0%
사 128
 
4.8%
무 127
 
4.7%
회 110
 
4.1%
지 81
 
3.0%
복 73
 
2.7%
서 52
 
1.9%
작 50
 
1.9%
리 50
 
1.9%
성 47
 
1.7%
Other values (186) 1835
68.3%

교육시작일자
Date

Distinct200
Distinct (%)95.7%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
Minimum2019-01-17 00:00:00
Maximum2023-08-28 00:00:00
2023-12-12T15:34:50.868829image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T15:34:51.027421image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

교육종료일자
Date

Distinct200
Distinct (%)95.7%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
Minimum2019-01-18 00:00:00
Maximum2023-08-28 00:00:00
2023-12-12T15:34:51.184000image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T15:34:51.612736image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

강사소속
Text

Distinct82
Distinct (%)39.2%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
2023-12-12T15:34:51.909841image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length22
Median length16
Mean length8.1196172
Min length3

Characters and Unicode

Total characters1697
Distinct characters160
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique39 ?
Unique (%)18.7%

Sample

1st row한서회계법인
2nd row한서회계법인
3rd row해결중심실천가협회
4th row노무법인 유앤
5th row해피넷
ValueCountFrequency (%)
한서회계법인 23
 
8.0%
노무법인 23
 
8.0%
굿하트 16
 
5.6%
유앤 15
 
5.2%
사회복지연구소 14
 
4.9%
마:실 14
 
4.9%
이지스토리 14
 
4.9%
삼육보건대학교 11
 
3.8%
진성회계법인 7
 
2.4%
장위종합사회복지관 7
 
2.4%
Other values (64) 144
50.0%
2023-12-12T15:34:52.342863image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
169
 
10.0%
회 87
 
5.1%
인 75
 
4.4%
지 70
 
4.1%
법 60
 
3.5%
사 54
 
3.2%
계 40
 
2.4%
복 38
 
2.2%
구 36
 
2.1%
무 34
 
2.0%
Other values (150) 1034
60.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1487
87.6%
Space Separator 169
 
10.0%
Other Punctuation 15
 
0.9%
Uppercase Letter 8
 
0.5%
Open Punctuation 6
 
0.4%
Close Punctuation 6
 
0.4%
Lowercase Letter 5
 
0.3%
Dash Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
회 87
 
5.9%
인 75
 
5.0%
지 70
 
4.7%
법 60
 
4.0%
사 54
 
3.6%
계 40
 
2.7%
복 38
 
2.6%
구 36
 
2.4%
무 34
 
2.3%
서 33
 
2.2%
Other values (138) 960
64.6%
Lowercase Letter
ValueCountFrequency (%)
p 2
40.0%
y 1
20.0%
t 1
20.0%
e 1
20.0%
Other Punctuation
ValueCountFrequency (%)
: 14
93.3%
/ 1
 
6.7%
Uppercase Letter
ValueCountFrequency (%)
M 4
50.0%
J 4
50.0%
Space Separator
ValueCountFrequency (%)
169
100.0%
Open Punctuation
ValueCountFrequency (%)
( 6
100.0%
Close Punctuation
ValueCountFrequency (%)
) 6
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1487
87.6%
Common 197
 
11.6%
Latin 13
 
0.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
회 87
 
5.9%
인 75
 
5.0%
지 70
 
4.7%
법 60
 
4.0%
사 54
 
3.6%
계 40
 
2.7%
복 38
 
2.6%
구 36
 
2.4%
무 34
 
2.3%
서 33
 
2.2%
Other values (138) 960
64.6%
Common
ValueCountFrequency (%)
169
85.8%
: 14
 
7.1%
( 6
 
3.0%
) 6
 
3.0%
/ 1
 
0.5%
- 1
 
0.5%
Latin
ValueCountFrequency (%)
M 4
30.8%
J 4
30.8%
p 2
15.4%
y 1
 
7.7%
t 1
 
7.7%
e 1
 
7.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1487
87.6%
ASCII 210
 
12.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
169
80.5%
: 14
 
6.7%
( 6
 
2.9%
) 6
 
2.9%
M 4
 
1.9%
J 4
 
1.9%
p 2
 
1.0%
/ 1
 
0.5%
y 1
 
0.5%
t 1
 
0.5%
Other values (2) 2
 
1.0%
Hangul
ValueCountFrequency (%)
회 87
 
5.9%
인 75
 
5.0%
지 70
 
4.7%
법 60
 
4.0%
사 54
 
3.6%
계 40
 
2.7%
복 38
 
2.6%
구 36
 
2.4%
무 34
 
2.3%
서 33
 
2.2%
Other values (138) 960
64.6%

Missing values

2023-12-12T15:34:49.810314image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T15:34:49.910832image/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

교육명교육시작일자교육종료일자강사소속
0연말정산 실전 실무(1차)2019-01-172019-01-18한서회계법인
1연말정산 실전 실무(2차)2019-02-132019-02-14한서회계법인
2사회복지상담의 이해와 실천(초중급)2019-03-122019-03-12해결중심실천가협회
3최신노동법 마스터2019-03-132019-03-13노무법인 유앤
4기업사회공헌과 프로포절 작성 실무2019-03-152019-03-15해피넷
5문서관리규정의 이해와 공문서 작성 실무2019-03-282019-03-28이지스토리
6지역사회조직화사업의 이해2019-04-092019-04-09시소와그네 마포영유아통합지원센터
7사회복지 회계세무 증빙서류처리 핵심실무2019-04-182019-04-18한서회계법인
84대보험 실전 실무2019-04-192019-04-19노무법인 지안
9초급관리자(대리,과장)역량강화 과정2019-04-232019-04-23시민교육콘텐츠연구소
교육명교육시작일자교육종료일자강사소속
199사회복지사의 글쓰기2023-06-202023-06-20평택사회적경제교육센터 센터장/p-type
200최신 노동법 마스터2023-06-272023-06-27노무법인 유앤
201비전공자를 위한 사회복지 회계 입문2023-06-282023-06-29JM노인요양통합지원센터
202사회복지상담 스킬 핵심 실무2023-07-062023-07-07사회복지연구소 마:실
2034대보험실무2023-07-192023-07-20노무법인 터전
204보고서 작성 및 사업계획서 수립 실무2023-07-242023-07-24이지파워포인트 대표
205업무 효율을 높이는 공문서 작성2023-08-172023-08-07맥그로우컨설팅
206원천징수 한 번에 끝내기2023-08-182023-08-18진성회계법인
207사회복지 상담 심화2023-08-212023-08-21사회복지연구소 마:실
208언론홍보 및 보도자료 작성 실습2023-08-282023-08-28스토리엔