Overview

Dataset statistics

Number of variables16
Number of observations136
Missing cells2
Missing cells (%)0.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory17.4 KiB
Average record size in memory131.0 B

Variable types

Categorical13
Text2
Numeric1

Dataset

Description강릉시 관내 주민자치센터에서 운영하는 주민자치센터강좌정보에 데이터로 프로그램명, 운영요일, 시간 등의 항목을 제공합니다.
Author강원도 강릉시
URLhttps://www.data.go.kr/data/15062979/fileData.do

Alerts

연도 has constant value ""Constant
교육대상구분 has constant value ""Constant
선정방법 has constant value ""Constant
데이터기준일자 has constant value ""Constant
주민자치센터 is highly overall correlated with 소재지도로명주소 and 4 other fieldsHigh correlation
소재지도로명주소 is highly overall correlated with 주민자치센터 and 4 other fieldsHigh correlation
연락처 is highly overall correlated with 주민자치센터 and 4 other fieldsHigh correlation
접수방법 is highly overall correlated with 주민자치센터 and 4 other fieldsHigh correlation
교육시작시각 is highly overall correlated with 교육종료시각High correlation
교육종료시각 is highly overall correlated with 교육시작시각High correlation
교육장소 is highly overall correlated with 주민자치센터 and 4 other fieldsHigh correlation
수강료 is highly overall correlated with 주민자치센터 and 4 other fieldsHigh correlation
접수방법 is highly imbalanced (80.8%)Imbalance
강사명 has 2 (1.5%) missing valuesMissing

Reproduction

Analysis started2023-12-12 15:28:29.472284
Analysis finished2023-12-12 15:28:30.749380
Duration1.28 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

주민자치센터
Categorical

HIGH CORRELATION 

Distinct14
Distinct (%)10.3%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
중앙동
18 
교1동
17 
교2동
16 
홍제동
15 
성덕동
13 
Other values (9)
57 

Length

Max length4
Median length3
Mean length3.1102941
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row성산면
2nd row성산면
3rd row성산면
4th row성산면
5th row구정면

Common Values

ValueCountFrequency (%)
중앙동 18
13.2%
교1동 17
12.5%
교2동 16
11.8%
홍제동 15
11.0%
성덕동 13
9.6%
송정동 11
8.1%
포남1동 10
7.4%
내곡동 9
6.6%
연곡면 6
 
4.4%
경포동 6
 
4.4%
Other values (4) 15
11.0%

Length

2023-12-13T00:28:30.814793image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
중앙동 18
13.2%
교1동 17
12.5%
교2동 16
11.8%
홍제동 15
11.0%
성덕동 13
9.6%
송정동 11
8.1%
포남1동 10
7.4%
내곡동 9
6.6%
연곡면 6
 
4.4%
경포동 6
 
4.4%
Other values (4) 15
11.0%

소재지도로명주소
Categorical

HIGH CORRELATION 

Distinct14
Distinct (%)10.3%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
강원도 강릉시 토성로 163 (임당동)
18 
강원도 강릉시 하슬라로 173 (교동)
17 
강원도 강릉시 율곡로 2974 (교동)
16 
강원도 강릉시 경강로 1953 (홍제동)
15 
강원도 강릉시 성덕포남로 80-22(입암동)
13 
Other values (9)
57 

Length

Max length24
Median length23.5
Mean length21.036765
Min length16

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row강원도 강릉시 성산면 구산길 22
2nd row강원도 강릉시 성산면 구산길 22
3rd row강원도 강릉시 성산면 구산길 22
4th row강원도 강릉시 성산면 구산길 22
5th row강원도 강릉시 구정면 구정중앙로 237

Common Values

ValueCountFrequency (%)
강원도 강릉시 토성로 163 (임당동) 18
13.2%
강원도 강릉시 하슬라로 173 (교동) 17
12.5%
강원도 강릉시 율곡로 2974 (교동) 16
11.8%
강원도 강릉시 경강로 1953 (홍제동) 15
11.0%
강원도 강릉시 성덕포남로 80-22(입암동) 13
9.6%
강원도 강릉시 경강로 2451 11
8.1%
강원도 강릉시 남구길30번길 42 (포남동) 10
7.4%
강원도 강릉시 범일로 574 (내곡동) 9
6.6%
강원도 강릉시 연곡면 연주로 35-8 6
 
4.4%
강원도 강릉시 운정길 16(난곡동) 6
 
4.4%
Other values (4) 15
11.0%

Length

2023-12-13T00:28:30.928267image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
강원도 136
20.9%
강릉시 136
20.9%
교동 33
 
5.1%
경강로 26
 
4.0%
163 18
 
2.8%
토성로 18
 
2.8%
임당동 18
 
2.8%
173 17
 
2.6%
하슬라로 17
 
2.6%
율곡로 16
 
2.5%
Other values (28) 215
33.1%

연도
Categorical

CONSTANT 

Distinct1
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
2020
136 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2020
2nd row2020
3rd row2020
4th row2020
5th row2020

Common Values

ValueCountFrequency (%)
2020 136
100.0%

Length

2023-12-13T00:28:31.061600image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:28:31.169550image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2020 136
100.0%

프로그램명
Text

Distinct102
Distinct (%)75.0%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
2023-12-13T00:28:31.394991image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length17
Median length10
Mean length5.2647059
Min length2

Characters and Unicode

Total characters716
Distinct characters105
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique85 ?
Unique (%)62.5%

Sample

1st row댄스스포츠
2nd row요가
3rd row강릉농악
4th row색소폰
5th row난타교실
ValueCountFrequency (%)
노래교실 9
 
5.9%
요가 6
 
3.9%
라인댄스 5
 
3.3%
탁구교실 4
 
2.6%
댄스스포츠 4
 
2.6%
다이어트댄스 3
 
2.0%
요가교실 3
 
2.0%
a 3
 
2.0%
하타&빈야사 3
 
2.0%
댄스로빅 3
 
2.0%
Other values (90) 110
71.9%
2023-12-13T00:28:31.797261image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
스 41
 
5.7%
교 41
 
5.7%
실 41
 
5.7%
요 39
 
5.4%
가 36
 
5.0%
댄 32
 
4.5%
간 26
 
3.6%
) 26
 
3.6%
( 26
 
3.6%
야 22
 
3.1%
Other values (95) 386
53.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 606
84.6%
Uppercase Letter 32
 
4.5%
Close Punctuation 26
 
3.6%
Open Punctuation 26
 
3.6%
Space Separator 18
 
2.5%
Other Punctuation 5
 
0.7%
Decimal Number 2
 
0.3%
Other Symbol 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
스 41
 
6.8%
교 41
 
6.8%
실 41
 
6.8%
요 39
 
6.4%
가 36
 
5.9%
댄 32
 
5.3%
간 26
 
4.3%
야 22
 
3.6%
라 14
 
2.3%
타 14
 
2.3%
Other values (84) 300
49.5%
Uppercase Letter
ValueCountFrequency (%)
A 15
46.9%
B 15
46.9%
C 2
 
6.2%
Other Punctuation
ValueCountFrequency (%)
& 3
60.0%
, 2
40.0%
Decimal Number
ValueCountFrequency (%)
2 1
50.0%
1 1
50.0%
Close Punctuation
ValueCountFrequency (%)
) 26
100.0%
Open Punctuation
ValueCountFrequency (%)
( 26
100.0%
Space Separator
ValueCountFrequency (%)
18
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 607
84.8%
Common 77
 
10.8%
Latin 32
 
4.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
스 41
 
6.8%
교 41
 
6.8%
실 41
 
6.8%
요 39
 
6.4%
가 36
 
5.9%
댄 32
 
5.3%
간 26
 
4.3%
야 22
 
3.6%
라 14
 
2.3%
타 14
 
2.3%
Other values (85) 301
49.6%
Common
ValueCountFrequency (%)
) 26
33.8%
( 26
33.8%
18
23.4%
& 3
 
3.9%
, 2
 
2.6%
2 1
 
1.3%
1 1
 
1.3%
Latin
ValueCountFrequency (%)
A 15
46.9%
B 15
46.9%
C 2
 
6.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 606
84.6%
ASCII 109
 
15.2%
None 1
 
0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
스 41
 
6.8%
교 41
 
6.8%
실 41
 
6.8%
요 39
 
6.4%
가 36
 
5.9%
댄 32
 
5.3%
간 26
 
4.3%
야 22
 
3.6%
라 14
 
2.3%
타 14
 
2.3%
Other values (84) 300
49.5%
ASCII
ValueCountFrequency (%)
) 26
23.9%
( 26
23.9%
18
16.5%
A 15
13.8%
B 15
13.8%
& 3
 
2.8%
, 2
 
1.8%
C 2
 
1.8%
2 1
 
0.9%
1 1
 
0.9%
None
ValueCountFrequency (%)
㈜ 1
100.0%

강사명
Text

MISSING 

Distinct70
Distinct (%)52.2%
Missing2
Missing (%)1.5%
Memory size1.2 KiB
2023-12-13T00:28:32.029573image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length9
Median length3
Mean length3.0223881
Min length2

Characters and Unicode

Total characters405
Distinct characters94
Distinct categories4 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique34 ?
Unique (%)25.4%

Sample

1st row임탄홍
2nd row박정은
3rd row허정숙
4th row방재순
5th row허정숙
ValueCountFrequency (%)
박연희 6
 
4.4%
박정은 6
 
4.4%
김서영 5
 
3.7%
최미정 4
 
3.0%
최지민 4
 
3.0%
김순자 4
 
3.0%
이옥섭 4
 
3.0%
한민정 4
 
3.0%
최익현 3
 
2.2%
현미 3
 
2.2%
Other values (61) 92
68.1%
2023-12-13T00:28:32.430128image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
정 36
 
8.9%
김 26
 
6.4%
최 22
 
5.4%
이 16
 
4.0%
순 15
 
3.7%
박 14
 
3.5%
미 14
 
3.5%
은 13
 
3.2%
희 12
 
3.0%
윤 12
 
3.0%
Other values (84) 225
55.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 396
97.8%
Lowercase Letter 6
 
1.5%
Uppercase Letter 2
 
0.5%
Space Separator 1
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
정 36
 
9.1%
김 26
 
6.6%
최 22
 
5.6%
이 16
 
4.0%
순 15
 
3.8%
박 14
 
3.5%
미 14
 
3.5%
은 13
 
3.3%
희 12
 
3.0%
윤 12
 
3.0%
Other values (76) 216
54.5%
Lowercase Letter
ValueCountFrequency (%)
f 2
33.3%
a 1
16.7%
r 1
16.7%
b 1
16.7%
o 1
16.7%
Uppercase Letter
ValueCountFrequency (%)
G 1
50.0%
B 1
50.0%
Space Separator
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 396
97.8%
Latin 8
 
2.0%
Common 1
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
정 36
 
9.1%
김 26
 
6.6%
최 22
 
5.6%
이 16
 
4.0%
순 15
 
3.8%
박 14
 
3.5%
미 14
 
3.5%
은 13
 
3.3%
희 12
 
3.0%
윤 12
 
3.0%
Other values (76) 216
54.5%
Latin
ValueCountFrequency (%)
f 2
25.0%
a 1
12.5%
r 1
12.5%
G 1
12.5%
b 1
12.5%
o 1
12.5%
B 1
12.5%
Common
ValueCountFrequency (%)
1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 396
97.8%
ASCII 9
 
2.2%

Most frequent character per block

Hangul
ValueCountFrequency (%)
정 36
 
9.1%
김 26
 
6.6%
최 22
 
5.6%
이 16
 
4.0%
순 15
 
3.8%
박 14
 
3.5%
미 14
 
3.5%
은 13
 
3.3%
희 12
 
3.0%
윤 12
 
3.0%
Other values (76) 216
54.5%
ASCII
ValueCountFrequency (%)
f 2
22.2%
a 1
11.1%
r 1
11.1%
G 1
11.1%
1
11.1%
b 1
11.1%
o 1
11.1%
B 1
11.1%

교육시작시각
Categorical

HIGH CORRELATION 

Distinct28
Distinct (%)20.6%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
10:00
24 
19:00
22 
14:00
18 
13:30
9 
15:00
7 
Other values (23)
56 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique9 ?
Unique (%)6.6%

Sample

1st row20:00
2nd row18:40
3rd row20:00
4th row19:00
5th row19:00

Common Values

ValueCountFrequency (%)
10:00 24
17.6%
19:00 22
16.2%
14:00 18
13.2%
13:30 9
 
6.6%
15:00 7
 
5.1%
20:00 7
 
5.1%
11:00 5
 
3.7%
10:30 5
 
3.7%
14:30 4
 
2.9%
09:30 4
 
2.9%
Other values (18) 31
22.8%

Length

2023-12-13T00:28:32.553375image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
10:00 24
17.6%
19:00 22
16.2%
14:00 18
13.2%
13:30 9
 
6.6%
15:00 7
 
5.1%
20:00 7
 
5.1%
11:00 5
 
3.7%
10:30 5
 
3.7%
14:30 4
 
2.9%
09:30 4
 
2.9%
Other values (18) 31
22.8%

교육종료시각
Categorical

HIGH CORRELATION 

Distinct31
Distinct (%)22.8%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
21:00
16 
12:00
15 
16:00
14 
11:30
10 
20:30
 
7
Other values (26)
74 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique10 ?
Unique (%)7.4%

Sample

1st row22:00
2nd row19:40
3rd row22:00
4th row21:00
5th row21:00

Common Values

ValueCountFrequency (%)
21:00 16
 
11.8%
12:00 15
 
11.0%
16:00 14
 
10.3%
11:30 10
 
7.4%
20:30 7
 
5.1%
14:30 7
 
5.1%
11:00 7
 
5.1%
16:30 6
 
4.4%
17:00 6
 
4.4%
20:00 6
 
4.4%
Other values (21) 42
30.9%

Length

2023-12-13T00:28:32.664456image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
21:00 16
 
11.8%
12:00 15
 
11.0%
16:00 14
 
10.3%
11:30 10
 
7.4%
20:30 7
 
5.1%
14:30 7
 
5.1%
11:00 7
 
5.1%
16:30 6
 
4.4%
17:00 6
 
4.4%
20:00 6
 
4.4%
Other values (21) 42
30.9%

강좌정원수
Real number (ℝ)

Distinct22
Distinct (%)16.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean24.691176
Minimum0
Maximum70
Zeros1
Zeros (%)0.7%
Negative0
Negative (%)0.0%
Memory size1.3 KiB
2023-12-13T00:28:32.789716image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile15
Q120
median23
Q330
95-th percentile40
Maximum70
Range70
Interquartile range (IQR)10

Descriptive statistics

Standard deviation9.2524389
Coefficient of variation (CV)0.37472653
Kurtosis6.8535019
Mean24.691176
Median Absolute Deviation (MAD)3
Skewness1.9887703
Sum3358
Variance85.607625
MonotonicityNot monotonic
2023-12-13T00:28:32.908752image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
20 46
33.8%
25 29
21.3%
30 20
14.7%
15 6
 
4.4%
18 6
 
4.4%
23 5
 
3.7%
50 3
 
2.2%
10 3
 
2.2%
37 3
 
2.2%
40 2
 
1.5%
Other values (12) 13
 
9.6%
ValueCountFrequency (%)
0 1
 
0.7%
10 3
 
2.2%
14 1
 
0.7%
15 6
 
4.4%
16 1
 
0.7%
18 6
 
4.4%
20 46
33.8%
23 5
 
3.7%
24 1
 
0.7%
25 29
21.3%
ValueCountFrequency (%)
70 1
 
0.7%
60 2
 
1.5%
50 3
 
2.2%
40 2
 
1.5%
37 3
 
2.2%
35 1
 
0.7%
34 1
 
0.7%
32 1
 
0.7%
31 1
 
0.7%
30 20
14.7%

운영요일
Categorical

Distinct20
Distinct (%)14.7%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
화+목
30 
월+수
21 
목
14 
화
11 
월
9 
Other values (15)
51 

Length

Max length9
Median length3
Mean length2.5294118
Min length1

Unique

Unique7 ?
Unique (%)5.1%

Sample

1st row월+목
2nd row월+수
3rd row수+금
4th row금+토
5th row화

Common Values

ValueCountFrequency (%)
화+목 30
22.1%
월+수 21
15.4%
목 14
10.3%
화 11
 
8.1%
월 9
 
6.6%
월+수+금 8
 
5.9%
화+금 8
 
5.9%
수+금 8
 
5.9%
금 7
 
5.1%
월+목 6
 
4.4%
Other values (10) 14
10.3%

Length

2023-12-13T00:28:33.090692image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
화+목 30
22.1%
월+수 21
15.4%
목 14
10.3%
화 11
 
8.1%
월 9
 
6.6%
월+수+금 8
 
5.9%
화+금 8
 
5.9%
수+금 8
 
5.9%
금 7
 
5.1%
월+목 6
 
4.4%
Other values (10) 14
10.3%

교육장소
Categorical

HIGH CORRELATION 

Distinct28
Distinct (%)20.6%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
다목적실(2층)
12 
문화교실
12 
강당(2층)
11 
제1강의실(1층)
11 
주민자치센터2층
10 
Other values (23)
80 

Length

Max length9
Median length8
Mean length6.75
Min length2

Unique

Unique11 ?
Unique (%)8.1%

Sample

1st row다목적실(2층)
2nd row다목적실(2층)
3rd row다목적실(2층)
4th row성산복지회관2층
5th row다목적실(2층)

Common Values

ValueCountFrequency (%)
다목적실(2층) 12
 
8.8%
문화교실 12
 
8.8%
강당(2층) 11
 
8.1%
제1강의실(1층) 11
 
8.1%
주민자치센터2층 10
 
7.4%
대회의실(2층) 10
 
7.4%
1강의실(3층) 9
 
6.6%
대강당(2층) 8
 
5.9%
다목적실(3층) 8
 
5.9%
2층회의실 6
 
4.4%
Other values (18) 39
28.7%

Length

2023-12-13T00:28:33.248401image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
다목적실(2층 12
 
8.7%
문화교실 12
 
8.7%
강당(2층 11
 
8.0%
제1강의실(1층 11
 
8.0%
주민자치센터2층 10
 
7.2%
대회의실(2층 10
 
7.2%
1강의실(3층 9
 
6.5%
대강당(2층 8
 
5.8%
다목적실(3층 8
 
5.8%
2층회의실 6
 
4.3%
Other values (19) 41
29.7%

수강료
Categorical

HIGH CORRELATION 

Distinct23
Distinct (%)16.9%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
60000
27 
25000
18 
75000
13 
45000
12 
50000
8 
Other values (18)
58 

Length

Max length6
Median length5
Mean length5.0073529
Min length1

Unique

Unique4 ?
Unique (%)2.9%

Sample

1st row60000
2nd row45000
3rd row60000
4th row60000
5th row0

Common Values

ValueCountFrequency (%)
60000 27
19.9%
25000 18
13.2%
75000 13
9.6%
45000 12
 
8.8%
50000 8
 
5.9%
54000 7
 
5.1%
60,000 6
 
4.4%
100000 5
 
3.7%
50,000 5
 
3.7%
30000 5
 
3.7%
Other values (13) 30
22.1%

Length

2023-12-13T00:28:33.398151image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
60000 27
19.9%
25000 18
13.2%
75000 13
9.6%
45000 12
 
8.8%
50000 8
 
5.9%
54000 7
 
5.1%
60,000 6
 
4.4%
100000 5
 
3.7%
50,000 5
 
3.7%
30000 5
 
3.7%
Other values (13) 30
22.1%

교육대상구분
Categorical

CONSTANT 

Distinct1
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
성인
136 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
성인 136
100.0%

Length

2023-12-13T00:28:33.527040image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:28:33.654083image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
성인 136
100.0%

접수방법
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct3
Distinct (%)2.2%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
방문
130 
방문
 
3
방문+전화
 
3

Length

Max length5
Median length2
Mean length2.0882353
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
방문 130
95.6%
방문 3
 
2.2%
방문+전화 3
 
2.2%

Length

2023-12-13T00:28:33.791300image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:28:33.911677image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
방문 133
97.8%
방문+전화 3
 
2.2%

선정방법
Categorical

CONSTANT 

Distinct1
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
선착순
136 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
선착순 136
100.0%

Length

2023-12-13T00:28:34.025161image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:28:34.132036image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
선착순 136
100.0%

연락처
Categorical

HIGH CORRELATION 

Distinct14
Distinct (%)10.3%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
033-641-0361
18 
033-643-2800
17 
033-642-4612
16 
033-645-7157
15 
033-651-9921
13 
Other values (9)
57 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row033-641-4601
2nd row033-641-4601
3rd row033-641-4601
4th row033-641-4601
5th row033-644-4603

Common Values

ValueCountFrequency (%)
033-641-0361 18
13.2%
033-643-2800 17
12.5%
033-642-4612 16
11.8%
033-645-7157 15
11.0%
033-651-9921 13
9.6%
033-653-5534 11
8.1%
033-655-0379 10
7.4%
033-647-0530 9
6.6%
033-662-5335 6
 
4.4%
033-641-2109 6
 
4.4%
Other values (4) 15
11.0%

Length

2023-12-13T00:28:34.623917image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
033-641-0361 18
13.2%
033-643-2800 17
12.5%
033-642-4612 16
11.8%
033-645-7157 15
11.0%
033-651-9921 13
9.6%
033-653-5534 11
8.1%
033-655-0379 10
7.4%
033-647-0530 9
6.6%
033-662-5335 6
 
4.4%
033-641-2109 6
 
4.4%
Other values (4) 15
11.0%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
2020-11-19
136 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2020-11-19
2nd row2020-11-19
3rd row2020-11-19
4th row2020-11-19
5th row2020-11-19

Common Values

ValueCountFrequency (%)
2020-11-19 136
100.0%

Length

2023-12-13T00:28:34.818993image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:28:34.945440image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2020-11-19 136
100.0%

Interactions

2023-12-13T00:28:30.350526image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T00:28:35.030264image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
주민자치센터소재지도로명주소강사명교육시작시각교육종료시각강좌정원수운영요일교육장소수강료접수방법연락처
주민자치센터1.0001.0000.9340.6090.5580.5810.5140.9990.9321.0001.000
소재지도로명주소1.0001.0000.9340.6090.5580.5810.5140.9990.9321.0001.000
강사명0.9340.9341.0000.0000.5090.8870.8550.9760.9750.0000.934
교육시작시각0.6090.6090.0001.0000.9850.0000.5240.0000.3610.0000.609
교육종료시각0.5580.5580.5090.9851.0000.0000.4310.0000.6000.0000.558
강좌정원수0.5810.5810.8870.0000.0001.0000.0000.6710.7760.0000.581
운영요일0.5140.5140.8550.5240.4310.0001.0000.8310.5390.4970.514
교육장소0.9990.9990.9760.0000.0000.6710.8311.0000.9290.9280.999
수강료0.9320.9320.9750.3610.6000.7760.5390.9291.0000.9130.932
접수방법1.0001.0000.0000.0000.0000.0000.4970.9280.9131.0001.000
연락처1.0001.0000.9340.6090.5580.5810.5140.9990.9321.0001.000
2023-12-13T00:28:35.223157image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
주민자치센터교육시작시각소재지도로명주소교육장소수강료연락처접수방법교육종료시각운영요일
주민자치센터1.0000.1881.0000.8800.6221.0000.9580.1840.186
교육시작시각0.1881.0000.1880.0000.0870.1880.0000.7570.152
소재지도로명주소1.0000.1881.0000.8800.6221.0000.9580.1840.186
교육장소0.8800.0000.8801.0000.5240.8800.7240.0000.361
수강료0.6220.0870.6220.5241.0000.6220.7260.1740.172
연락처1.0000.1881.0000.8800.6221.0000.9580.1840.186
접수방법0.9580.0000.9580.7240.7260.9581.0000.0000.282
교육종료시각0.1840.7570.1840.0000.1740.1840.0001.0000.111
운영요일0.1860.1520.1860.3610.1720.1860.2820.1111.000
2023-12-13T00:28:35.395960image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
강좌정원수주민자치센터소재지도로명주소교육시작시각교육종료시각운영요일교육장소수강료접수방법연락처
강좌정원수1.0000.2860.2860.0000.0000.0940.3370.3990.0000.286
주민자치센터0.2861.0001.0000.1880.1840.1860.8800.6220.9581.000
소재지도로명주소0.2861.0001.0000.1880.1840.1860.8800.6220.9581.000
교육시작시각0.0000.1880.1881.0000.7570.1520.0000.0870.0000.188
교육종료시각0.0000.1840.1840.7571.0000.1110.0000.1740.0000.184
운영요일0.0940.1860.1860.1520.1111.0000.3610.1720.2820.186
교육장소0.3370.8800.8800.0000.0000.3611.0000.5240.7240.880
수강료0.3990.6220.6220.0870.1740.1720.5241.0000.7260.622
접수방법0.0000.9580.9580.0000.0000.2820.7240.7261.0000.958
연락처0.2861.0001.0000.1880.1840.1860.8800.6220.9581.000

Missing values

2023-12-13T00:28:30.481619image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T00:28:30.672371image/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

주민자치센터소재지도로명주소연도프로그램명강사명교육시작시각교육종료시각강좌정원수운영요일교육장소수강료교육대상구분접수방법선정방법연락처데이터기준일자
0성산면강원도 강릉시 성산면 구산길 222020댄스스포츠임탄홍20:0022:0020월+목다목적실(2층)60000성인방문선착순033-641-46012020-11-19
1성산면강원도 강릉시 성산면 구산길 222020요가박정은18:4019:4020월+수다목적실(2층)45000성인방문선착순033-641-46012020-11-19
2성산면강원도 강릉시 성산면 구산길 222020강릉농악허정숙20:0022:0020수+금다목적실(2층)60000성인방문선착순033-641-46012020-11-19
3성산면강원도 강릉시 성산면 구산길 222020색소폰방재순19:0021:0020금+토성산복지회관2층60000성인방문선착순033-641-46012020-11-19
4구정면강원도 강릉시 구정면 구정중앙로 2372020난타교실허정숙19:0021:0030화다목적실(2층)0성인방문선착순033-644-46032020-11-19
5구정면강원도 강릉시 구정면 구정중앙로 2372020사물(풍물)놀이허정숙19:0021:0020목다목적실(2층)0성인방문선착순033-644-46032020-11-19
6구정면강원도 강릉시 구정면 구정중앙로 2372020탁구교실<NA>20:0022:0025월+화+수+목+금구정복지회관3층0성인방문선착순033-644-46032020-11-19
7연곡면강원도 강릉시 연곡면 연주로 35-82020노래교실송은아10:0011:3050월자치센터60000성인방문선착순033-662-53352020-11-19
8연곡면강원도 강릉시 연곡면 연주로 35-82020노래교실송은아13:0014:3050목자치센터60000성인방문선착순033-662-53352020-11-19
9연곡면강원도 강릉시 연곡면 연주로 35-82020요가김순호09:3010:5020화+목자치센터50000성인방문선착순033-662-53352020-11-19
주민자치센터소재지도로명주소연도프로그램명강사명교육시작시각교육종료시각강좌정원수운영요일교육장소수강료교육대상구분접수방법선정방법연락처데이터기준일자
126성덕동강원도 강릉시 성덕포남로 80-22(입암동)2020탁구교실이섭10:0012:0040화+목외부탁구장60,000성인방문선착순033-651-99212020-11-19
127성덕동강원도 강릉시 성덕포남로 80-22(입암동)2020통기타(초급)김의순15:0017:0025화+금2강의실(3층)60,000성인방문선착순033-651-99212020-11-19
128성덕동강원도 강릉시 성덕포남로 80-22(입암동)2020통기타(중급)김의순13:0015:0025화+금2강의실(3층)60,000성인방문선착순033-651-99212020-11-19
129성덕동강원도 강릉시 성덕포남로 80-22(입암동)2020농악교실정우철14:0016:000월1강의실(3층)무료성인방문선착순033-651-99212020-11-19
130경포동강원도 강릉시 운정길 16(난곡동)2020난타윤효정19:0021:0015월2층회의실60000성인방문선착순033-641-21092020-11-19
131경포동강원도 강릉시 운정길 16(난곡동)2020요가김순홍18:3019:3030화+목2층회의실60000성인방문선착순033-641-21092020-11-19
132경포동강원도 강릉시 운정길 16(난곡동)2020농악최동규18:0020:0015수2층회의실60000성인방문선착순033-641-21092020-11-19
133경포동강원도 강릉시 운정길 16(난곡동)2020서예함영훈15:0017:0015목2층회의실60000성인방문선착순033-641-21092020-11-19
134경포동강원도 강릉시 운정길 16(난곡동)2020사물최윤정19:0021:0015금2층회의실60000성인방문선착순033-641-21092020-11-19
135경포동강원도 강릉시 운정길 16(난곡동)2020풍물이석율18:3020:3015토2층회의실60000성인방문선착순033-641-21092020-11-19