Overview

Dataset statistics

Number of variables5
Number of observations88
Missing cells17
Missing cells (%)3.9%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.6 KiB
Average record size in memory41.5 B

Variable types

Text3
Categorical2

Dataset

Description경상북도 문경지역 내 학원에 대하여 학원명, 학원종류, 분야구분, 학원주소, 전화번호 등의 학원현황에 관련된 항목을 제공합니다.
Author경상북도교육청 경상북도문경교육지원청
URLhttps://www.data.go.kr/data/15053240/fileData.do

Alerts

학원종류 is highly overall correlated with 분야구분High correlation
분야구분 is highly overall correlated with 학원종류High correlation
전화번호 has 17 (19.3%) missing valuesMissing
학원명 has unique valuesUnique

Reproduction

Analysis started2023-12-12 08:05:31.789275
Analysis finished2023-12-12 08:05:32.557133
Duration0.77 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

학원명
Text

UNIQUE 

Distinct88
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size836.0 B
2023-12-12T17:05:32.750732image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length37
Median length16
Mean length7.8181818
Min length4

Characters and Unicode

Total characters688
Distinct characters202
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique88 ?
Unique (%)100.0%

Sample

1st row현대학원
2nd row아림학원
3rd row혜인학원
4th row아트팩토리피움미술학원
5th row문경미용전문학원
ValueCountFrequency (%)
문경 2
 
2.0%
미술학원 1
 
1.0%
나무창고목공학원 1
 
1.0%
피움예술학원 1
 
1.0%
뮤엠영어학원 1
 
1.0%
예음음악학원 1
 
1.0%
버클리실용음악학원 1
 
1.0%
퍼스트학원 1
 
1.0%
두드림학원 1
 
1.0%
이금연음악학원 1
 
1.0%
Other values (89) 89
89.0%
2023-12-12T17:05:33.182193image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
학 95
 
13.8%
원 86
 
12.5%
수 16
 
2.3%
문 16
 
2.3%
미 15
 
2.2%
13
 
1.9%
음 13
 
1.9%
스 12
 
1.7%
어 12
 
1.7%
악 12
 
1.7%
Other values (192) 398
57.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 638
92.7%
Uppercase Letter 24
 
3.5%
Space Separator 13
 
1.9%
Lowercase Letter 6
 
0.9%
Open Punctuation 3
 
0.4%
Close Punctuation 3
 
0.4%
Other Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
학 95
 
14.9%
원 86
 
13.5%
수 16
 
2.5%
문 16
 
2.5%
미 15
 
2.4%
음 13
 
2.0%
스 12
 
1.9%
어 12
 
1.9%
악 12
 
1.9%
영 12
 
1.9%
Other values (170) 349
54.7%
Uppercase Letter
ValueCountFrequency (%)
E 5
20.8%
G 4
16.7%
S 3
12.5%
I 3
12.5%
C 2
 
8.3%
Y 1
 
4.2%
B 1
 
4.2%
M 1
 
4.2%
H 1
 
4.2%
L 1
 
4.2%
Other values (2) 2
 
8.3%
Lowercase Letter
ValueCountFrequency (%)
e 1
16.7%
l 1
16.7%
p 1
16.7%
i 1
16.7%
n 1
16.7%
g 1
16.7%
Space Separator
ValueCountFrequency (%)
13
100.0%
Open Punctuation
ValueCountFrequency (%)
( 3
100.0%
Close Punctuation
ValueCountFrequency (%)
) 3
100.0%
Other Punctuation
ValueCountFrequency (%)
. 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 638
92.7%
Latin 30
 
4.4%
Common 20
 
2.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
학 95
 
14.9%
원 86
 
13.5%
수 16
 
2.5%
문 16
 
2.5%
미 15
 
2.4%
음 13
 
2.0%
스 12
 
1.9%
어 12
 
1.9%
악 12
 
1.9%
영 12
 
1.9%
Other values (170) 349
54.7%
Latin
ValueCountFrequency (%)
E 5
16.7%
G 4
13.3%
S 3
 
10.0%
I 3
 
10.0%
C 2
 
6.7%
Y 1
 
3.3%
B 1
 
3.3%
M 1
 
3.3%
H 1
 
3.3%
e 1
 
3.3%
Other values (8) 8
26.7%
Common
ValueCountFrequency (%)
13
65.0%
( 3
 
15.0%
) 3
 
15.0%
. 1
 
5.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 638
92.7%
ASCII 50
 
7.3%

Most frequent character per block

Hangul
ValueCountFrequency (%)
학 95
 
14.9%
원 86
 
13.5%
수 16
 
2.5%
문 16
 
2.5%
미 15
 
2.4%
음 13
 
2.0%
스 12
 
1.9%
어 12
 
1.9%
악 12
 
1.9%
영 12
 
1.9%
Other values (170) 349
54.7%
ASCII
ValueCountFrequency (%)
13
26.0%
E 5
 
10.0%
G 4
 
8.0%
S 3
 
6.0%
I 3
 
6.0%
( 3
 
6.0%
) 3
 
6.0%
C 2
 
4.0%
Y 1
 
2.0%
B 1
 
2.0%
Other values (12) 12
24.0%

학원종류
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size836.0 B
학교교과교습학원
77 
평생직업교육학원
11 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row학교교과교습학원
2nd row학교교과교습학원
3rd row학교교과교습학원
4th row학교교과교습학원
5th row평생직업교육학원

Common Values

ValueCountFrequency (%)
학교교과교습학원 77
87.5%
평생직업교육학원 11
 
12.5%

Length

2023-12-12T17:05:33.338389image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:05:33.445716image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
학교교과교습학원 77
87.5%
평생직업교육학원 11
 
12.5%

분야구분
Categorical

HIGH CORRELATION 

Distinct9
Distinct (%)10.2%
Missing0
Missing (%)0.0%
Memory size836.0 B
입시.검정 및 보습
48 
예능(대)
19 
직업기술
6 
국제화
6 
독서실
 
3
Other values (4)
6 

Length

Max length10
Median length10
Mean length7.4772727
Min length3

Unique

Unique2 ?
Unique (%)2.3%

Sample

1st row입시.검정 및 보습
2nd row입시.검정 및 보습
3rd row입시.검정 및 보습
4th row예능(대)
5th row직업기술

Common Values

ValueCountFrequency (%)
입시.검정 및 보습 48
54.5%
예능(대) 19
 
21.6%
직업기술 6
 
6.8%
국제화 6
 
6.8%
독서실 3
 
3.4%
종합(대) 2
 
2.3%
기타(대) 2
 
2.3%
기예(대) 1
 
1.1%
인문사회(대) 1
 
1.1%

Length

2023-12-12T17:05:33.600351image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:05:33.748107image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
입시.검정 48
26.1%
및 48
26.1%
보습 48
26.1%
예능(대 19
 
10.3%
직업기술 6
 
3.3%
국제화 6
 
3.3%
독서실 3
 
1.6%
종합(대 2
 
1.1%
기타(대 2
 
1.1%
기예(대 1
 
0.5%

학원주소
Text

Distinct84
Distinct (%)95.5%
Missing0
Missing (%)0.0%
Memory size836.0 B
2023-12-12T17:05:34.069574image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length35
Median length31
Mean length24.761364
Min length21

Characters and Unicode

Total characters2179
Distinct characters78
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique80 ?
Unique (%)90.9%

Sample

1st row경상북도 문경시 신흥3길 11 , 2층 (흥덕동)
2nd row경상북도 문경시 여고동산길 2 (점촌동)
3rd row경상북도 문경시 문경읍 청운로 32 (문경읍)
4th row경상북도 문경시 반쟁이길 35 , 3층 (모전동)
5th row경상북도 문경시 남부2길 9 (모전동)
ValueCountFrequency (%)
경상북도 88
16.6%
문경시 88
16.6%
모전동 62
 
11.7%
41
 
7.7%
2층 27
 
5.1%
매봉로 15
 
2.8%
흥덕동 11
 
2.1%
점촌동 11
 
2.1%
3층 10
 
1.9%
중앙로 6
 
1.1%
Other values (106) 171
32.3%
2023-12-12T17:05:34.605194image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
443
20.3%
경 182
 
8.4%
문 94
 
4.3%
북 90
 
4.1%
시 89
 
4.1%
상 89
 
4.1%
동 88
 
4.0%
) 88
 
4.0%
( 88
 
4.0%
도 88
 
4.0%
Other values (68) 840
38.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1231
56.5%
Space Separator 443
 
20.3%
Decimal Number 268
 
12.3%
Close Punctuation 88
 
4.0%
Open Punctuation 88
 
4.0%
Other Punctuation 46
 
2.1%
Dash Punctuation 15
 
0.7%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
경 182
14.8%
문 94
 
7.6%
북 90
 
7.3%
시 89
 
7.2%
상 89
 
7.2%
동 88
 
7.1%
도 88
 
7.1%
전 67
 
5.4%
모 67
 
5.4%
길 44
 
3.6%
Other values (52) 333
27.1%
Decimal Number
ValueCountFrequency (%)
2 60
22.4%
1 47
17.5%
3 42
15.7%
7 21
 
7.8%
5 20
 
7.5%
6 18
 
6.7%
0 17
 
6.3%
9 15
 
5.6%
8 15
 
5.6%
4 13
 
4.9%
Other Punctuation
ValueCountFrequency (%)
, 45
97.8%
· 1
 
2.2%
Space Separator
ValueCountFrequency (%)
443
100.0%
Close Punctuation
ValueCountFrequency (%)
) 88
100.0%
Open Punctuation
ValueCountFrequency (%)
( 88
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 15
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1231
56.5%
Common 948
43.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
경 182
14.8%
문 94
 
7.6%
북 90
 
7.3%
시 89
 
7.2%
상 89
 
7.2%
동 88
 
7.1%
도 88
 
7.1%
전 67
 
5.4%
모 67
 
5.4%
길 44
 
3.6%
Other values (52) 333
27.1%
Common
ValueCountFrequency (%)
443
46.7%
) 88
 
9.3%
( 88
 
9.3%
2 60
 
6.3%
1 47
 
5.0%
, 45
 
4.7%
3 42
 
4.4%
7 21
 
2.2%
5 20
 
2.1%
6 18
 
1.9%
Other values (6) 76
 
8.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1231
56.5%
ASCII 947
43.5%
None 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
443
46.8%
) 88
 
9.3%
( 88
 
9.3%
2 60
 
6.3%
1 47
 
5.0%
, 45
 
4.8%
3 42
 
4.4%
7 21
 
2.2%
5 20
 
2.1%
6 18
 
1.9%
Other values (5) 75
 
7.9%
Hangul
ValueCountFrequency (%)
경 182
14.8%
문 94
 
7.6%
북 90
 
7.3%
시 89
 
7.2%
상 89
 
7.2%
동 88
 
7.1%
도 88
 
7.1%
전 67
 
5.4%
모 67
 
5.4%
길 44
 
3.6%
Other values (52) 333
27.1%
None
ValueCountFrequency (%)
· 1
100.0%

전화번호
Text

MISSING 

Distinct69
Distinct (%)97.2%
Missing17
Missing (%)19.3%
Memory size836.0 B
2023-12-12T17:05:35.302871image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length12.028169
Min length12

Characters and Unicode

Total characters854
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique67 ?
Unique (%)94.4%

Sample

1st row054-553-4808
2nd row054-555-7882
3rd row054-571-1935
4th row054-552-6767
5th row054-555-6969
ValueCountFrequency (%)
054-556-6004 2
 
2.8%
054-553-3600 2
 
2.8%
054-553-4988 1
 
1.4%
054-555-9443 1
 
1.4%
070-8907-5099 1
 
1.4%
054-552-7377 1
 
1.4%
054-553-4808 1
 
1.4%
054-571-3777 1
 
1.4%
054-556-0900 1
 
1.4%
054-553-7248 1
 
1.4%
Other values (59) 59
83.1%
2023-12-12T17:05:35.796211image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
5 262
30.7%
- 142
16.6%
0 119
13.9%
4 107
12.5%
3 41
 
4.8%
6 38
 
4.4%
7 38
 
4.4%
9 32
 
3.7%
2 28
 
3.3%
8 26
 
3.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 712
83.4%
Dash Punctuation 142
 
16.6%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
5 262
36.8%
0 119
16.7%
4 107
15.0%
3 41
 
5.8%
6 38
 
5.3%
7 38
 
5.3%
9 32
 
4.5%
2 28
 
3.9%
8 26
 
3.7%
1 21
 
2.9%
Dash Punctuation
ValueCountFrequency (%)
- 142
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 854
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
5 262
30.7%
- 142
16.6%
0 119
13.9%
4 107
12.5%
3 41
 
4.8%
6 38
 
4.4%
7 38
 
4.4%
9 32
 
3.7%
2 28
 
3.3%
8 26
 
3.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 854
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
5 262
30.7%
- 142
16.6%
0 119
13.9%
4 107
12.5%
3 41
 
4.8%
6 38
 
4.4%
7 38
 
4.4%
9 32
 
3.7%
2 28
 
3.3%
8 26
 
3.0%

Correlations

2023-12-12T17:05:35.946588image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
학원명학원종류분야구분학원주소전화번호
학원명1.0001.0001.0001.0001.000
학원종류1.0001.0000.9211.0001.000
분야구분1.0000.9211.0000.9490.000
학원주소1.0001.0000.9491.0000.983
전화번호1.0001.0000.0000.9831.000
2023-12-12T17:05:36.067075image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
학원종류분야구분
학원종류1.0000.921
분야구분0.9211.000
2023-12-12T17:05:36.162695image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
학원종류분야구분
학원종류1.0000.921
분야구분0.9211.000

Missing values

2023-12-12T17:05:32.397017image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T17:05:32.518387image/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

학원명학원종류분야구분학원주소전화번호
0현대학원학교교과교습학원입시.검정 및 보습경상북도 문경시 신흥3길 11 , 2층 (흥덕동)054-553-4808
1아림학원학교교과교습학원입시.검정 및 보습경상북도 문경시 여고동산길 2 (점촌동)054-555-7882
2혜인학원학교교과교습학원입시.검정 및 보습경상북도 문경시 문경읍 청운로 32 (문경읍)054-571-1935
3아트팩토리피움미술학원학교교과교습학원예능(대)경상북도 문경시 반쟁이길 35 , 3층 (모전동)054-552-6767
4문경미용전문학원평생직업교육학원직업기술경상북도 문경시 남부2길 9 (모전동)054-555-6969
5스터디학원학교교과교습학원입시.검정 및 보습경상북도 문경시 중앙로 50-8 , 2층 (모전동)054-554-0154
6그림나라미술학원학교교과교습학원예능(대)경상북도 문경시 매봉로 97-3 (모전동)054-555-7114
7청명학원학교교과교습학원입시.검정 및 보습경상북도 문경시 호서로 100 , 2층 (흥덕동)054-552-2684
8쎈수학러닝센터명문학원학교교과교습학원입시.검정 및 보습경상북도 문경시 반쟁이3길 27 (모전동)054-555-1213
9국제컴퓨터학원평생직업교육학원직업기술경상북도 문경시 호서로 23 (점촌동)054-555-7039
학원명학원종류분야구분학원주소전화번호
78로고스영수학원학교교과교습학원입시.검정 및 보습경상북도 문경시 모전로 107 , 2층 (모전동)<NA>
79테스쿨어학원학교교과교습학원국제화경상북도 문경시 매봉로 98 (모전동)<NA>
80수학나무학원학교교과교습학원입시.검정 및 보습경상북도 문경시 당교2길 16 (모전동)<NA>
81YBM ECC(와이비엠 이씨씨) 문경 앤 파고다 차이랑 문경 어학원학교교과교습학원국제화경상북도 문경시 당교3길 49 , 3층 (모전동)<NA>
82반올림음악학원학교교과교습학원예능(대)경상북도 문경시 매봉로 64 (모전동, 제일빌딩)<NA>
83상주고시학원평생직업교육학원인문사회(대)경상북도 문경시 중앙로 25 , 2층 (모전동)054-553-3056
84하이스트영수학원학교교과교습학원입시.검정 및 보습경상북도 문경시 상신로 21 , 2층 (점촌동)054-555-6551
85모란음악학원학교교과교습학원예능(대)경상북도 문경시 중앙시장길 8 (점촌동)054-553-4988
86연세입시학원학교교과교습학원입시.검정 및 보습경상북도 문경시 모전3길 5-3 (모전동)054-552-1686
87장새봄음악학원학교교과교습학원예능(대)경상북도 문경시 돈달로 35 (모전동)054-556-5174