Overview

Dataset statistics

Number of variables16
Number of observations80
Missing cells767
Missing cells (%)59.9%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory10.1 KiB
Average record size in memory129.6 B

Variable types

Text1
Unsupported15

Dataset

Description각 지자체별(교육지원청별) 학원 또는 교습소 명칭, 주소, 대표 전화번호, 교습과정, 교습과목, 정원, 교습기간, 총교습시간, 강사수 등의 현황
Author충청남도교육청
URLhttps://www.data.go.kr/data/15015298/fileData.do

Alerts

Unnamed: 1 has 17 (21.2%) missing valuesMissing
Unnamed: 2 has 58 (72.5%) missing valuesMissing
Unnamed: 3 has 57 (71.2%) missing valuesMissing
Unnamed: 4 has 43 (53.8%) missing valuesMissing
Unnamed: 5 has 49 (61.3%) missing valuesMissing
Unnamed: 6 has 53 (66.2%) missing valuesMissing
Unnamed: 7 has 52 (65.0%) missing valuesMissing
Unnamed: 8 has 64 (80.0%) missing valuesMissing
Unnamed: 9 has 61 (76.2%) missing valuesMissing
Unnamed: 10 has 62 (77.5%) missing valuesMissing
Unnamed: 11 has 68 (85.0%) missing valuesMissing
Unnamed: 12 has 53 (66.2%) missing valuesMissing
Unnamed: 13 has 63 (78.8%) missing valuesMissing
Unnamed: 14 has 66 (82.5%) missing valuesMissing
Unnamed: 15 has 1 (1.2%) missing valuesMissing
학원 현황(충남전체) has unique valuesUnique
Unnamed: 1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 5 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 6 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 7 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 8 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 9 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 10 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 11 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 12 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 13 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 14 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 15 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2024-03-14 16:36:54.192520
Analysis finished2024-03-14 16:36:56.828996
Duration2.64 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

학원 현황(충남전체)
Text

UNIQUE 

Distinct80
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size768.0 B
2024-03-15T01:36:58.883408image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length24
Median length20
Mean length4.7375
Min length2

Characters and Unicode

Total characters379
Distinct characters147
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique80 ?
Unique (%)100.0%

Sample

1st row※ 세부현황은 숫자를 더블클릭하세요.
2nd row지역별 학원 수
3rd row전체대비(%)
4th row합계 : 학원수
5th row구분
ValueCountFrequency (%)
입시 2
 
2.3%
진학지도 2
 
2.3%
※ 1
 
1.1%
실용음악 1
 
1.1%
예능(중 1
 
1.1%
예능(미술 1
 
1.1%
연극 1
 
1.1%
이·미용 1
 
1.1%
어학(성인 1
 
1.1%
안전관리 1
 
1.1%
Other values (76) 76
86.4%
2024-03-15T01:37:00.621704image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
( 16
 
4.2%
) 16
 
4.2%
기 10
 
2.6%
용 9
 
2.4%
8
 
2.1%
· 8
 
2.1%
, 8
 
2.1%
리 7
 
1.8%
예 7
 
1.8%
술 7
 
1.8%
Other values (137) 283
74.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 317
83.6%
Other Punctuation 22
 
5.8%
Open Punctuation 16
 
4.2%
Close Punctuation 16
 
4.2%
Space Separator 8
 
2.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
기 10
 
3.2%
용 9
 
2.8%
리 7
 
2.2%
예 7
 
2.2%
술 7
 
2.2%
학 7
 
2.2%
실 6
 
1.9%
전 6
 
1.9%
무 6
 
1.9%
보 6
 
1.9%
Other values (127) 246
77.6%
Other Punctuation
ValueCountFrequency (%)
· 8
36.4%
, 8
36.4%
/ 2
 
9.1%
※ 1
 
4.5%
: 1
 
4.5%
% 1
 
4.5%
. 1
 
4.5%
Open Punctuation
ValueCountFrequency (%)
( 16
100.0%
Close Punctuation
ValueCountFrequency (%)
) 16
100.0%
Space Separator
ValueCountFrequency (%)
8
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 317
83.6%
Common 62
 
16.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
기 10
 
3.2%
용 9
 
2.8%
리 7
 
2.2%
예 7
 
2.2%
술 7
 
2.2%
학 7
 
2.2%
실 6
 
1.9%
전 6
 
1.9%
무 6
 
1.9%
보 6
 
1.9%
Other values (127) 246
77.6%
Common
ValueCountFrequency (%)
( 16
25.8%
) 16
25.8%
8
12.9%
· 8
12.9%
, 8
12.9%
/ 2
 
3.2%
※ 1
 
1.6%
: 1
 
1.6%
% 1
 
1.6%
. 1
 
1.6%

Most occurring blocks

ValueCountFrequency (%)
Hangul 317
83.6%
ASCII 53
 
14.0%
None 8
 
2.1%
Punctuation 1
 
0.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
( 16
30.2%
) 16
30.2%
8
15.1%
, 8
15.1%
/ 2
 
3.8%
: 1
 
1.9%
% 1
 
1.9%
. 1
 
1.9%
Hangul
ValueCountFrequency (%)
기 10
 
3.2%
용 9
 
2.8%
리 7
 
2.2%
예 7
 
2.2%
술 7
 
2.2%
학 7
 
2.2%
실 6
 
1.9%
전 6
 
1.9%
무 6
 
1.9%
보 6
 
1.9%
Other values (127) 246
77.6%
None
ValueCountFrequency (%)
· 8
100.0%
Punctuation
ValueCountFrequency (%)
※ 1
100.0%

Unnamed: 1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing17
Missing (%)21.2%
Memory size768.0 B

Unnamed: 2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing58
Missing (%)72.5%
Memory size768.0 B

Unnamed: 3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing57
Missing (%)71.2%
Memory size768.0 B

Unnamed: 4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing43
Missing (%)53.8%
Memory size768.0 B

Unnamed: 5
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing49
Missing (%)61.3%
Memory size768.0 B

Unnamed: 6
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing53
Missing (%)66.2%
Memory size768.0 B

Unnamed: 7
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing52
Missing (%)65.0%
Memory size768.0 B

Unnamed: 8
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing64
Missing (%)80.0%
Memory size768.0 B

Unnamed: 9
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing61
Missing (%)76.2%
Memory size768.0 B

Unnamed: 10
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing62
Missing (%)77.5%
Memory size768.0 B

Unnamed: 11
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing68
Missing (%)85.0%
Memory size768.0 B

Unnamed: 12
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing53
Missing (%)66.2%
Memory size768.0 B

Unnamed: 13
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing63
Missing (%)78.8%
Memory size768.0 B

Unnamed: 14
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing66
Missing (%)82.5%
Memory size768.0 B

Unnamed: 15
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1
Missing (%)1.2%
Memory size768.0 B

Missing values

2024-03-15T01:36:54.515238image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-15T01:36:55.037509image/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.
2024-03-15T01:36:55.978632image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

학원 현황(충남전체)Unnamed: 1Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 9Unnamed: 10Unnamed: 11Unnamed: 12Unnamed: 13Unnamed: 14Unnamed: 15
0※ 세부현황은 숫자를 더블클릭하세요.NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN(기준일: 2023.12.31.)
1지역별 학원 수14151151305022601922513546471115571463276
2전체대비(%)0.4319290.0351040.0396830.1532360.0793650.0586080.0766180.0106840.0140420.0143470.0033580.0473140.0216730.0140421
3합계 : 학원수열 레이블NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
4구분천안공주보령아산서산논산계룡당진금산부여서천청양홍성예산태안총합계
5간호조무사82132321NaN1NaN22NaN27
6건축4NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1NaNNaN5
7검정1NaNNaNNaN1NaNNaNNaNNaNNaNNaNNaNNaNNaN2
8경리1NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1
9경매4NaNNaN1NaN1NaNNaNNaNNaNNaNNaNNaNNaN6
학원 현황(충남전체)Unnamed: 1Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 9Unnamed: 10Unnamed: 11Unnamed: 12Unnamed: 13Unnamed: 14Unnamed: 15
70주산NaNNaNNaN0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0
71진학상담지도3NaNNaNNaNNaNNaN0NaNNaNNaNNaNNaNNaNNaN3
72진학지도2NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN2
73컴퓨터1NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1
74컴퓨터(소)11NaNNaN2NaNNaN3NaN01NaN1NaNNaN18
75컴퓨터(정보처리,통신기기,인터넷,소프트웨어)812115111NaN12NaNNaN24
76통신0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0
77항공0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0
78화술1NaNNaNNaN1NaN1NaNNaNNaNNaNNaNNaNNaN3
79총합계14151151305022601922513546471115571463276