Overview

Dataset statistics

Number of variables4
Number of observations102
Missing cells2
Missing cells (%)0.5%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.3 KiB
Average record size in memory33.3 B

Variable types

Text3
Categorical1

Dataset

Description대전광역시 다자녀가정우대 참여업체현황(학원, 독서실)에 대한 데이터로 소재지, 전화번호, 우대 내용 등의 항목을 제공합니다.
Author대전광역시
URLhttps://www.data.go.kr/data/15061170/fileData.do

Alerts

전화번호 has 2 (2.0%) missing valuesMissing

Reproduction

Analysis started2023-12-12 04:38:27.011243
Analysis finished2023-12-12 04:38:27.548432
Duration0.54 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

기관ㆍ업체명
Text

Distinct101
Distinct (%)99.0%
Missing0
Missing (%)0.0%
Memory size948.0 B
2023-12-12T13:38:27.739611image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length15
Median length12
Mean length7.4901961
Min length4

Characters and Unicode

Total characters764
Distinct characters206
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique100 ?
Unique (%)98.0%

Sample

1st row장은영피아노학원
2nd row아이러브피아노교습소
3rd row태웅입시학원
4th row명수영수전문학원
5th row영재스마트학원
ValueCountFrequency (%)
음악학원 7
 
5.4%
리틀박스어학원 2
 
1.5%
학원 2
 
1.5%
교습소 2
 
1.5%
gnb 1
 
0.8%
에스라이팅어학원 1
 
0.8%
신성올림수학전문학원 1
 
0.8%
청솔보습학원 1
 
0.8%
하이엔에스클래스 1
 
0.8%
큰미술학원 1
 
0.8%
Other values (111) 111
85.4%
2023-12-12T13:38:28.158597image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
학 83
 
10.9%
원 80
 
10.5%
28
 
3.7%
어 22
 
2.9%
음 18
 
2.4%
악 17
 
2.2%
스 16
 
2.1%
이 16
 
2.1%
아 14
 
1.8%
교 13
 
1.7%
Other values (196) 457
59.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 719
94.1%
Space Separator 28
 
3.7%
Uppercase Letter 11
 
1.4%
Decimal Number 2
 
0.3%
Lowercase Letter 2
 
0.3%
Dash Punctuation 1
 
0.1%
Other Symbol 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
학 83
 
11.5%
원 80
 
11.1%
어 22
 
3.1%
음 18
 
2.5%
악 17
 
2.4%
스 16
 
2.2%
이 16
 
2.2%
아 14
 
1.9%
교 13
 
1.8%
영 13
 
1.8%
Other values (183) 427
59.4%
Uppercase Letter
ValueCountFrequency (%)
E 3
27.3%
N 2
18.2%
B 2
18.2%
G 2
18.2%
Q 1
 
9.1%
I 1
 
9.1%
Decimal Number
ValueCountFrequency (%)
2 1
50.0%
0 1
50.0%
Lowercase Letter
ValueCountFrequency (%)
n 1
50.0%
k 1
50.0%
Space Separator
ValueCountFrequency (%)
28
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 720
94.2%
Common 31
 
4.1%
Latin 13
 
1.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
학 83
 
11.5%
원 80
 
11.1%
어 22
 
3.1%
음 18
 
2.5%
악 17
 
2.4%
스 16
 
2.2%
이 16
 
2.2%
아 14
 
1.9%
교 13
 
1.8%
영 13
 
1.8%
Other values (184) 428
59.4%
Latin
ValueCountFrequency (%)
E 3
23.1%
N 2
15.4%
B 2
15.4%
G 2
15.4%
n 1
 
7.7%
k 1
 
7.7%
Q 1
 
7.7%
I 1
 
7.7%
Common
ValueCountFrequency (%)
28
90.3%
2 1
 
3.2%
- 1
 
3.2%
0 1
 
3.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 719
94.1%
ASCII 44
 
5.8%
None 1
 
0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
학 83
 
11.5%
원 80
 
11.1%
어 22
 
3.1%
음 18
 
2.5%
악 17
 
2.4%
스 16
 
2.2%
이 16
 
2.2%
아 14
 
1.9%
교 13
 
1.8%
영 13
 
1.8%
Other values (183) 427
59.4%
ASCII
ValueCountFrequency (%)
28
63.6%
E 3
 
6.8%
N 2
 
4.5%
B 2
 
4.5%
G 2
 
4.5%
2 1
 
2.3%
n 1
 
2.3%
k 1
 
2.3%
- 1
 
2.3%
0 1
 
2.3%
Other values (2) 2
 
4.5%
None
ValueCountFrequency (%)
㈜ 1
100.0%

소재지
Text

Distinct100
Distinct (%)98.0%
Missing0
Missing (%)0.0%
Memory size948.0 B
2023-12-12T13:38:28.553080image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length52
Median length36
Mean length27.284314
Min length18

Characters and Unicode

Total characters2783
Distinct characters177
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

Unique98 ?
Unique (%)96.1%

Sample

1st row대전광역시 동구 동서대로1748번길 133(가양동)
2nd row대전광역시 동구 동서대로1770번길 81(가양동)
3rd row대전광역시 동구 충정로 128(가양동)
4th row대전광역시 동구 동대전로 247(가양동)
5th row대전광역시 동구 흥룡로 37번길 27(가양동) 2,3층
ValueCountFrequency (%)
대전광역시 101
 
20.1%
서구 28
 
5.6%
동구 27
 
5.4%
대덕구 18
 
3.6%
유성구 17
 
3.4%
중구 11
 
2.2%
대전로 7
 
1.4%
문화원로 4
 
0.8%
542번길 4
 
0.8%
중앙로 3
 
0.6%
Other values (241) 282
56.2%
2023-12-12T13:38:29.188632image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
413
 
14.8%
동 145
 
5.2%
대 144
 
5.2%
전 116
 
4.2%
구 105
 
3.8%
시 103
 
3.7%
광 101
 
3.6%
역 101
 
3.6%
) 100
 
3.6%
로 99
 
3.6%
Other values (167) 1356
48.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1666
59.9%
Decimal Number 429
 
15.4%
Space Separator 413
 
14.8%
Close Punctuation 100
 
3.6%
Open Punctuation 98
 
3.5%
Other Punctuation 63
 
2.3%
Dash Punctuation 13
 
0.5%
Uppercase Letter 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 145
 
8.7%
대 144
 
8.6%
전 116
 
7.0%
구 105
 
6.3%
시 103
 
6.2%
광 101
 
6.1%
역 101
 
6.1%
로 99
 
5.9%
길 44
 
2.6%
번 40
 
2.4%
Other values (149) 668
40.1%
Decimal Number
ValueCountFrequency (%)
1 85
19.8%
2 72
16.8%
4 45
10.5%
3 41
9.6%
5 40
9.3%
0 34
 
7.9%
7 33
 
7.7%
8 29
 
6.8%
6 27
 
6.3%
9 23
 
5.4%
Other Punctuation
ValueCountFrequency (%)
, 61
96.8%
. 1
 
1.6%
@ 1
 
1.6%
Space Separator
ValueCountFrequency (%)
413
100.0%
Close Punctuation
ValueCountFrequency (%)
) 100
100.0%
Open Punctuation
ValueCountFrequency (%)
( 98
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 13
100.0%
Uppercase Letter
ValueCountFrequency (%)
A 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1666
59.9%
Common 1116
40.1%
Latin 1
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 145
 
8.7%
대 144
 
8.6%
전 116
 
7.0%
구 105
 
6.3%
시 103
 
6.2%
광 101
 
6.1%
역 101
 
6.1%
로 99
 
5.9%
길 44
 
2.6%
번 40
 
2.4%
Other values (149) 668
40.1%
Common
ValueCountFrequency (%)
413
37.0%
) 100
 
9.0%
( 98
 
8.8%
1 85
 
7.6%
2 72
 
6.5%
, 61
 
5.5%
4 45
 
4.0%
3 41
 
3.7%
5 40
 
3.6%
0 34
 
3.0%
Other values (7) 127
 
11.4%
Latin
ValueCountFrequency (%)
A 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1666
59.9%
ASCII 1117
40.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
413
37.0%
) 100
 
9.0%
( 98
 
8.8%
1 85
 
7.6%
2 72
 
6.4%
, 61
 
5.5%
4 45
 
4.0%
3 41
 
3.7%
5 40
 
3.6%
0 34
 
3.0%
Other values (8) 128
 
11.5%
Hangul
ValueCountFrequency (%)
동 145
 
8.7%
대 144
 
8.6%
전 116
 
7.0%
구 105
 
6.3%
시 103
 
6.2%
광 101
 
6.1%
역 101
 
6.1%
로 99
 
5.9%
길 44
 
2.6%
번 40
 
2.4%
Other values (149) 668
40.1%

전화번호
Text

MISSING 

Distinct100
Distinct (%)100.0%
Missing2
Missing (%)2.0%
Memory size948.0 B
2023-12-12T13:38:29.501480image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length12
Mean length12
Min length12

Characters and Unicode

Total characters1200
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

Unique100 ?
Unique (%)100.0%

Sample

1st row042-621-0513
2nd row042-626-4666
3rd row042-621-1971
4th row042-625-0582
5th row042-321-9595
ValueCountFrequency (%)
042-637-1255 1
 
1.0%
042-823-1222 1
 
1.0%
042-543-3089 1
 
1.0%
042-863-0555 1
 
1.0%
042-825-9905 1
 
1.0%
042-826-0106 1
 
1.0%
042-862-5105 1
 
1.0%
042-861-5892 1
 
1.0%
042-935-2608 1
 
1.0%
042-933-5077 1
 
1.0%
Other values (90) 90
90.0%
2023-12-12T13:38:29.981124image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2 222
18.5%
- 200
16.7%
0 159
13.2%
4 154
12.8%
5 91
7.6%
6 81
 
6.8%
8 70
 
5.8%
3 68
 
5.7%
9 54
 
4.5%
1 52
 
4.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1000
83.3%
Dash Punctuation 200
 
16.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 222
22.2%
0 159
15.9%
4 154
15.4%
5 91
9.1%
6 81
 
8.1%
8 70
 
7.0%
3 68
 
6.8%
9 54
 
5.4%
1 52
 
5.2%
7 49
 
4.9%
Dash Punctuation
ValueCountFrequency (%)
- 200
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1200
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
2 222
18.5%
- 200
16.7%
0 159
13.2%
4 154
12.8%
5 91
7.6%
6 81
 
6.8%
8 70
 
5.8%
3 68
 
5.7%
9 54
 
4.5%
1 52
 
4.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1200
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 222
18.5%
- 200
16.7%
0 159
13.2%
4 154
12.8%
5 91
7.6%
6 81
 
6.8%
8 70
 
5.8%
3 68
 
5.7%
9 54
 
4.5%
1 52
 
4.3%

우대내용
Categorical

Distinct42
Distinct (%)41.2%
Missing0
Missing (%)0.0%
Memory size948.0 B
수강료 10% 할인
34 
전체품목 10% 할인
10 
수강료 5% 할인
7 
수강료 15% 할인
5 
수강료 20% 할인
 
3
Other values (37)
43 

Length

Max length41
Median length10
Mean length11.754902
Min length5

Unique

Unique32 ?
Unique (%)31.4%

Sample

1st row수강료 5% 할인
2nd row전체품목 10% 할인
3rd row수강료 10% 할인
4th row수강료 10% 할인
5th row수강료 30% 할인

Common Values

ValueCountFrequency (%)
수강료 10% 할인 34
33.3%
전체품목 10% 할인 10
 
9.8%
수강료 5% 할인 7
 
6.9%
수강료 15% 할인 5
 
4.9%
수강료 20% 할인 3
 
2.9%
교재비 할인 3
 
2.9%
일부품목 5% 할인 2
 
2.0%
전체품목 5% 할인 2
 
2.0%
막내 자녀만 5% 할인 2
 
2.0%
2명이상 수강시10% 할인(초등부만) 2
 
2.0%
Other values (32) 32
31.4%

Length

2023-12-12T13:38:30.182226image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
할인 90
26.9%
수강료 58
17.4%
10 55
16.5%
5 19
 
5.7%
전체품목 14
 
4.2%
15 6
 
1.8%
20 6
 
1.8%
등록시 4
 
1.2%
일부품목 4
 
1.2%
2명이상 3
 
0.9%
Other values (56) 75
22.5%

Correlations

2023-12-12T13:38:30.267803image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
소재지전화번호우대내용
소재지1.0001.0001.000
전화번호1.0001.0001.000
우대내용1.0001.0001.000

Missing values

2023-12-12T13:38:27.398372image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T13:38:27.500209image/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

기관ㆍ업체명소재지전화번호우대내용
0장은영피아노학원대전광역시 동구 동서대로1748번길 133(가양동)042-621-0513수강료 5% 할인
1아이러브피아노교습소대전광역시 동구 동서대로1770번길 81(가양동)042-626-4666전체품목 10% 할인
2태웅입시학원대전광역시 동구 충정로 128(가양동)042-621-1971수강료 10% 할인
3명수영수전문학원대전광역시 동구 동대전로 247(가양동)042-625-0582수강료 10% 할인
4영재스마트학원대전광역시 동구 흥룡로 37번길 27(가양동) 2,3층042-321-9595수강료 30% 할인
5베토벤음악학원대전광역시 동구 가양로 72(가양동)042-622-9409수강료 10% 할인
6삼성영어스마트교실대전광역시 동구 성남로 10-2 , 2층(성남동)042-625-0579수강료 10%할인
7비엔나 음악 교습소대전광역시 동구 성남로 15, 202호(성남동, 스마트뷰상가)042-637-5579수강료 5%할인
8서연학원대전광역시 동구 계족로 167(대동, 대동클리릭7층)042-633-6211수강료 10% 할인
9오드리삼성영어학원대전광역시 동구 대전로 935 (삼성동, 한밭자이아파트)042-626-05225% 할인
기관ㆍ업체명소재지전화번호우대내용
92열린컴퓨터학원대전광역시 대덕구 대전로 1159(오정동)042-636-3835수강료 15% 할인
93진초롱 음악학원대전광역시 대덕구 한밭대로988번길 68(오정동)042-627-7717수강료 20% 할인
94성도피아노학원대전광역시 대덕구 신탄진로218번길 62(와동, 와동현대아파트)042-621-1789수강료 10% 할인
95더존학원대전광역시 대덕구 신탄진로218번길 25(와동)042-634-0778수강료 10% 할인
96은빛보습학원대전광역시 대덕구 신탄진로218번길 42(와동)042-623-61123자녀 등록시 셋째 무상, 조손 및 수급자가정 30%할인
97예일학원대전광역시 대덕구 계족로 629-19(법동)042-638-8866수강료 10% 할인
98k-02합기도대전광역시 대덕구 신탄진북로 17042-936-145510%할인
99GNB어학원 동대전대전광역시 대덕구 비래서로 43 비래프라자(비래동)042-621-6681첫째아 10%, 둘째아 10%, 셋째아 50%
100서일영어수학학원대전광역시 대덕구 석봉로7번길 61, 2층(석봉동)042-934-7329세 자녀 등록시 한 자녀 50%할인
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