Overview

Dataset statistics

Number of variables5
Number of observations36
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.6 KiB
Average record size in memory44.7 B

Variable types

Numeric1
Categorical2
Text2

Dataset

Description경상북도 청도군에 있는 학원 및 교습소와 관련된 자료들(학원 및 교습소 위치, 수업과목, 연락처)을 제공합니다.
Author경상북도교육청 경상북도청도교육지원청
URLhttps://www.data.go.kr/data/3069196/fileData.do

Alerts

연번 is highly overall correlated with 구분High correlation
구분 is highly overall correlated with 연번High correlation
연번 has unique valuesUnique
학원명_교습소명 has unique valuesUnique
장소 has unique valuesUnique

Reproduction

Analysis started2023-12-12 16:06:54.894990
Analysis finished2023-12-12 16:06:55.433497
Duration0.54 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct36
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean18.5
Minimum1
Maximum36
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-13T01:06:55.497435image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2.75
Q19.75
median18.5
Q327.25
95-th percentile34.25
Maximum36
Range35
Interquartile range (IQR)17.5

Descriptive statistics

Standard deviation10.535654
Coefficient of variation (CV)0.5694948
Kurtosis-1.2
Mean18.5
Median Absolute Deviation (MAD)9
Skewness0
Sum666
Variance111
MonotonicityStrictly increasing
2023-12-13T01:06:55.634203image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=36)
ValueCountFrequency (%)
1 1
 
2.8%
20 1
 
2.8%
22 1
 
2.8%
23 1
 
2.8%
24 1
 
2.8%
25 1
 
2.8%
26 1
 
2.8%
27 1
 
2.8%
28 1
 
2.8%
29 1
 
2.8%
Other values (26) 26
72.2%
ValueCountFrequency (%)
1 1
2.8%
2 1
2.8%
3 1
2.8%
4 1
2.8%
5 1
2.8%
6 1
2.8%
7 1
2.8%
8 1
2.8%
9 1
2.8%
10 1
2.8%
ValueCountFrequency (%)
36 1
2.8%
35 1
2.8%
34 1
2.8%
33 1
2.8%
32 1
2.8%
31 1
2.8%
30 1
2.8%
29 1
2.8%
28 1
2.8%
27 1
2.8%

구분
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)5.6%
Missing0
Missing (%)0.0%
Memory size420.0 B
학원
27 
교습소
9 

Length

Max length3
Median length2
Mean length2.25
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
학원 27
75.0%
교습소 9
 
25.0%

Length

2023-12-13T01:06:55.793119image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:06:55.913464image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
학원 27
75.0%
교습소 9
 
25.0%

학원명_교습소명
Text

UNIQUE 

Distinct36
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size420.0 B
2023-12-13T01:06:56.115554image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length14
Median length11
Mean length7.4722222
Min length4

Characters and Unicode

Total characters269
Distinct characters112
Distinct categories5 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique36 ?
Unique (%)100.0%

Sample

1st row도레미음악학원
2nd row정병현미술학원
3rd row늘푸른미술학원
4th rowWILLSCHOOL입시학원
5th row계명학원
ValueCountFrequency (%)
도레미음악학원 1
 
2.6%
생각영어교습소 1
 
2.6%
에듀탑입시학원 1
 
2.6%
숲하나음악미술학원 1
 
2.6%
3030영어매쓰프로학원 1
 
2.6%
건희쌤학원 1
 
2.6%
명문학원 1
 
2.6%
애나학원 1
 
2.6%
예원피아노교습소 1
 
2.6%
발레스토리 1
 
2.6%
Other values (28) 28
73.7%
2023-12-13T01:06:56.502949image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
학 31
 
11.5%
원 28
 
10.4%
교 10
 
3.7%
소 10
 
3.7%
습 9
 
3.3%
어 7
 
2.6%
미 6
 
2.2%
리 6
 
2.2%
수 6
 
2.2%
영 6
 
2.2%
Other values (102) 150
55.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 252
93.7%
Uppercase Letter 10
 
3.7%
Decimal Number 4
 
1.5%
Space Separator 2
 
0.7%
Connector Punctuation 1
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
학 31
 
12.3%
원 28
 
11.1%
교 10
 
4.0%
소 10
 
4.0%
습 9
 
3.6%
어 7
 
2.8%
미 6
 
2.4%
리 6
 
2.4%
수 6
 
2.4%
영 6
 
2.4%
Other values (91) 133
52.8%
Uppercase Letter
ValueCountFrequency (%)
L 3
30.0%
O 2
20.0%
H 1
 
10.0%
C 1
 
10.0%
S 1
 
10.0%
I 1
 
10.0%
W 1
 
10.0%
Decimal Number
ValueCountFrequency (%)
0 2
50.0%
3 2
50.0%
Space Separator
ValueCountFrequency (%)
2
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 252
93.7%
Latin 10
 
3.7%
Common 7
 
2.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
학 31
 
12.3%
원 28
 
11.1%
교 10
 
4.0%
소 10
 
4.0%
습 9
 
3.6%
어 7
 
2.8%
미 6
 
2.4%
리 6
 
2.4%
수 6
 
2.4%
영 6
 
2.4%
Other values (91) 133
52.8%
Latin
ValueCountFrequency (%)
L 3
30.0%
O 2
20.0%
H 1
 
10.0%
C 1
 
10.0%
S 1
 
10.0%
I 1
 
10.0%
W 1
 
10.0%
Common
ValueCountFrequency (%)
0 2
28.6%
3 2
28.6%
2
28.6%
_ 1
14.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 252
93.7%
ASCII 17
 
6.3%

Most frequent character per block

Hangul
ValueCountFrequency (%)
학 31
 
12.3%
원 28
 
11.1%
교 10
 
4.0%
소 10
 
4.0%
습 9
 
3.6%
어 7
 
2.8%
미 6
 
2.4%
리 6
 
2.4%
수 6
 
2.4%
영 6
 
2.4%
Other values (91) 133
52.8%
ASCII
ValueCountFrequency (%)
L 3
17.6%
0 2
11.8%
3 2
11.8%
2
11.8%
O 2
11.8%
_ 1
 
5.9%
H 1
 
5.9%
C 1
 
5.9%
S 1
 
5.9%
I 1
 
5.9%

장소
Text

UNIQUE 

Distinct36
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size420.0 B
2023-12-13T01:06:56.768460image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length44
Median length31
Mean length27.027778
Min length19

Characters and Unicode

Total characters973
Distinct characters55
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique36 ?
Unique (%)100.0%

Sample

1st row경상북도 청도군 풍각면 송서7길 4-3 (풍각면)
2nd row경상북도 청도군 청도읍 고수구길 61 (청도읍)
3rd row경상북도 청도군 청도읍 청화로 102 (청도읍)
4th row경상북도 청도군 청도읍 냉정길4 (청도읍)
5th row경상북도 청도군 청도읍 고수서4길 3-6 (청도읍)
ValueCountFrequency (%)
청도읍 42
18.4%
청도군 36
15.8%
경상북도 29
12.7%
화양읍 13
 
5.7%
청화로 12
 
5.3%
2층 9
 
3.9%
고수구길 7
 
3.1%
경북 7
 
3.1%
6
 
2.6%
풍각면 4
 
1.8%
Other values (53) 63
27.6%
2023-12-13T01:06:57.152219image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
192
19.7%
도 107
 
11.0%
청 93
 
9.6%
읍 57
 
5.9%
경 36
 
3.7%
북 36
 
3.7%
군 36
 
3.7%
1 31
 
3.2%
화 30
 
3.1%
) 29
 
3.0%
Other values (45) 326
33.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 579
59.5%
Space Separator 192
 
19.7%
Decimal Number 116
 
11.9%
Close Punctuation 29
 
3.0%
Open Punctuation 29
 
3.0%
Other Punctuation 15
 
1.5%
Dash Punctuation 13
 
1.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
도 107
18.5%
청 93
16.1%
읍 57
9.8%
경 36
 
6.2%
북 36
 
6.2%
군 36
 
6.2%
화 30
 
5.2%
상 29
 
5.0%
길 22
 
3.8%
양 17
 
2.9%
Other values (30) 116
20.0%
Decimal Number
ValueCountFrequency (%)
1 31
26.7%
2 21
18.1%
5 12
 
10.3%
7 12
 
10.3%
4 9
 
7.8%
3 8
 
6.9%
0 8
 
6.9%
6 8
 
6.9%
8 5
 
4.3%
9 2
 
1.7%
Space Separator
ValueCountFrequency (%)
192
100.0%
Close Punctuation
ValueCountFrequency (%)
) 29
100.0%
Open Punctuation
ValueCountFrequency (%)
( 29
100.0%
Other Punctuation
ValueCountFrequency (%)
, 15
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 13
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 579
59.5%
Common 394
40.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
도 107
18.5%
청 93
16.1%
읍 57
9.8%
경 36
 
6.2%
북 36
 
6.2%
군 36
 
6.2%
화 30
 
5.2%
상 29
 
5.0%
길 22
 
3.8%
양 17
 
2.9%
Other values (30) 116
20.0%
Common
ValueCountFrequency (%)
192
48.7%
1 31
 
7.9%
) 29
 
7.4%
( 29
 
7.4%
2 21
 
5.3%
, 15
 
3.8%
- 13
 
3.3%
5 12
 
3.0%
7 12
 
3.0%
4 9
 
2.3%
Other values (5) 31
 
7.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 579
59.5%
ASCII 394
40.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
192
48.7%
1 31
 
7.9%
) 29
 
7.4%
( 29
 
7.4%
2 21
 
5.3%
, 15
 
3.8%
- 13
 
3.3%
5 12
 
3.0%
7 12
 
3.0%
4 9
 
2.3%
Other values (5) 31
 
7.9%
Hangul
ValueCountFrequency (%)
도 107
18.5%
청 93
16.1%
읍 57
9.8%
경 36
 
6.2%
북 36
 
6.2%
군 36
 
6.2%
화 30
 
5.2%
상 29
 
5.0%
길 22
 
3.8%
양 17
 
2.9%
Other values (30) 116
20.0%

교습과목
Categorical

Distinct8
Distinct (%)22.2%
Missing0
Missing (%)0.0%
Memory size420.0 B
보습
23 
음악
4 
미술
3 
무용
 
2
독서실
 
1
Other values (3)
3 

Length

Max length5
Median length2
Mean length2.1111111
Min length2

Unique

Unique4 ?
Unique (%)11.1%

Sample

1st row음악
2nd row미술
3rd row미술
4th row보습
5th row보습

Common Values

ValueCountFrequency (%)
보습 23
63.9%
음악 4
 
11.1%
미술 3
 
8.3%
무용 2
 
5.6%
독서실 1
 
2.8%
건축 1
 
2.8%
화술 1
 
2.8%
음악/미술 1
 
2.8%

Length

2023-12-13T01:06:57.327294image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:06:57.461566image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
보습 23
63.9%
음악 4
 
11.1%
미술 3
 
8.3%
무용 2
 
5.6%
독서실 1
 
2.8%
건축 1
 
2.8%
화술 1
 
2.8%
음악/미술 1
 
2.8%

Interactions

2023-12-13T01:06:55.168039image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T01:06:57.557442image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번구분학원명_교습소명장소교습과목
연번1.0000.9941.0001.0000.418
구분0.9941.0001.0001.0000.000
학원명_교습소명1.0001.0001.0001.0001.000
장소1.0001.0001.0001.0001.000
교습과목0.4180.0001.0001.0001.000
2023-12-13T01:06:57.651196image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
구분교습과목
구분1.0000.000
교습과목0.0001.000
2023-12-13T01:06:57.734266image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번구분교습과목
연번1.0000.7820.000
구분0.7821.0000.000
교습과목0.0000.0001.000

Missing values

2023-12-13T01:06:55.291537image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T01:06:55.396720image/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

연번구분학원명_교습소명장소교습과목
01학원도레미음악학원경상북도 청도군 풍각면 송서7길 4-3 (풍각면)음악
12학원정병현미술학원경상북도 청도군 청도읍 고수구길 61 (청도읍)미술
23학원늘푸른미술학원경상북도 청도군 청도읍 청화로 102 (청도읍)미술
34학원WILLSCHOOL입시학원경상북도 청도군 청도읍 냉정길4 (청도읍)보습
45학원계명학원경상북도 청도군 청도읍 고수서4길 3-6 (청도읍)보습
56학원명문독서실경상북도 청도군 청도읍 고수구길 90-1 (청도읍)독서실
67학원한옥아카데미학원경상북도 청도군 화양읍 양정길 156 (화양읍)건축
78학원연세영어학원경상북도 청도군 화양읍 청화3길 2-1 2층(화양읍)보습
89학원샤론무용학원경상북도 청도군 청도읍 청화로 150-1 (청도읍)무용
910학원수재학원경상북도 청도군 청도읍 고수구길 22 (청도읍)보습
연번구분학원명_교습소명장소교습과목
2627학원엠씨학원경북 청도군 청도읍 고수리687-22보습
2728교습소예원피아노교습소경상북도 청도군 이서면 학산길 37 , 2층 (이서면)음악
2829교습소발레스토리 발레교습소경상북도 청도군 화양읍 청화로 51 (화양읍)무용
2930교습소조은수학교습소경상북도 청도군 화양읍 청화3길 6 (화양읍)보습
3031교습소아트팩토리_띠로리미술교습소경상북도 청도군 청도읍 고수동1길7-1 ,1층 (청도읍)미술
3132교습소허주애피아노 교습소경상북도 청도군 청도읍 고수산복길 6 , 2층 (청도읍)음악
3233교습소물맷돌수학교습소경상북도 청도군 화양읍 청화로 48, 1층 (화양읍)보습
3334교습소마커스수학교습소경상북도 청도군 청도읍 고수구길 37 2층 (청도읍)보습
3435교습소생각영어교습소경북 청도군 청도읍 고수구길 79, 201호보습
3536교습소소리콩음악교습소경북 청도군 청도읍 청화로 154-1, 2층보습