Overview

Dataset statistics

Number of variables19
Number of observations91
Missing cells1
Missing cells (%)0.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory14.1 KiB
Average record size in memory158.5 B

Variable types

Categorical14
Numeric3
Text2

Dataset

Description주민자치센터 강좌(동주민자치센터명 및 위치, 프로그램명, 강사명, 교육시간, 강좌정원, 운영요일, 교육장소, 수강료, 접수방법 등) 정보 공개
URLhttps://www.data.go.kr/data/15036275/fileData.do

Alerts

연도 has constant value ""Constant
접수방법 has constant value ""Constant
선정방법 has constant value ""Constant
데이터기준일자 has constant value ""Constant
소재지지번주소 is highly overall correlated with 위도 and 5 other fieldsHigh correlation
연락처 is highly overall correlated with 위도 and 5 other fieldsHigh correlation
동주민자치센터 is highly overall correlated with 위도 and 5 other fieldsHigh correlation
소재지도로명주소 is highly overall correlated with 위도 and 6 other fieldsHigh correlation
위도 is highly overall correlated with 동주민자치센터 and 4 other fieldsHigh correlation
경도 is highly overall correlated with 동주민자치센터 and 4 other fieldsHigh correlation
강좌정원수 is highly overall correlated with 교육장소High correlation
교육시작시각 is highly overall correlated with 교육종료시각High correlation
교육종료시각 is highly overall correlated with 교육시작시각High correlation
운영요일 is highly overall correlated with 수강료High correlation
교육장소 is highly overall correlated with 위도 and 8 other fieldsHigh correlation
수강료 is highly overall correlated with 소재지도로명주소 and 2 other fieldsHigh correlation
교육대상구분 is highly overall correlated with 교육장소High correlation
교육대상구분 is highly imbalanced (52.4%)Imbalance
강사명 has 1 (1.1%) missing valuesMissing
강좌정원수 has 2 (2.2%) zerosZeros

Reproduction

Analysis started2023-12-12 05:52:50.357584
Analysis finished2023-12-12 05:52:53.280805
Duration2.92 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

동주민자치센터
Categorical

HIGH CORRELATION 

Distinct8
Distinct (%)8.8%
Missing0
Missing (%)0.0%
Memory size860.0 B
송내동
15 
중앙동
13 
불현동
13 
생연1동
12 
생연2동
11 
Other values (3)
27 

Length

Max length4
Median length3
Mean length3.2527473
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row생연1동
2nd row생연1동
3rd row생연1동
4th row생연1동
5th row생연1동

Common Values

ValueCountFrequency (%)
송내동 15
16.5%
중앙동 13
14.3%
불현동 13
14.3%
생연1동 12
13.2%
생연2동 11
12.1%
보산동 10
11.0%
상패동 9
9.9%
소요동 8
8.8%

Length

2023-12-12T14:52:53.399091image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:52:53.572369image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
송내동 15
16.5%
중앙동 13
14.3%
불현동 13
14.3%
생연1동 12
13.2%
생연2동 11
12.1%
보산동 10
11.0%
상패동 9
9.9%
소요동 8
8.8%

소재지도로명주소
Categorical

HIGH CORRELATION 

Distinct9
Distinct (%)9.9%
Missing0
Missing (%)0.0%
Memory size860.0 B
경기도 동두천시 동두천로 97
15 
경기도 동두천시 장고갯로 140
13 
경기도 동두천시 행선로 123
13 
경기도 동두천시 생연로 172
12 
경기도 동두천시 생연로 95
10 
Other values (4)
28 

Length

Max length17
Median length16
Mean length16.296703
Min length15

Unique

Unique1 ?
Unique (%)1.1%

Sample

1st row경기도 동두천시 장고갯로 140
2nd row경기도 동두천시 장고갯로 140
3rd row경기도 동두천시 장고갯로 140
4th row경기도 동두천시 장고갯로 140
5th row경기도 동두천시 장고갯로 140

Common Values

ValueCountFrequency (%)
경기도 동두천시 동두천로 97 15
16.5%
경기도 동두천시 장고갯로 140 13
14.3%
경기도 동두천시 행선로 123 13
14.3%
경기도 동두천시 생연로 172 12
13.2%
경기도 동두천시 생연로 95 10
11.0%
경기도 동두천시 싸리말로 28 10
11.0%
경기도 동두천시 어수로 8 9
9.9%
경기도 동두천시 평화로 2706 8
8.8%
경기도 동두천시 생연로 162 1
 
1.1%

Length

2023-12-12T14:52:53.762563image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:52:54.211892image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
경기도 91
25.0%
동두천시 91
25.0%
생연로 23
 
6.3%
동두천로 15
 
4.1%
97 15
 
4.1%
장고갯로 13
 
3.6%
140 13
 
3.6%
행선로 13
 
3.6%
123 13
 
3.6%
172 12
 
3.3%
Other values (8) 65
17.9%

소재지지번주소
Categorical

HIGH CORRELATION 

Distinct8
Distinct (%)8.8%
Missing0
Missing (%)0.0%
Memory size860.0 B
경기도 동두천시 지행동 722-3번지
15 
경기도 동두천시 생연동 215-1번지
13 
경기도 동두천시 생연동 587-16번지
13 
경기도 동두천시 생연동 348번지
13 
경기도 동두천시 생연동 810-5번지
10 
Other values (3)
27 

Length

Max length21
Median length20
Mean length19.769231
Min length18

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row경기도 동두천시 생연동 215-1번지
2nd row경기도 동두천시 생연동 215-1번지
3rd row경기도 동두천시 생연동 215-1번지
4th row경기도 동두천시 생연동 215-1번지
5th row경기도 동두천시 생연동 215-1번지

Common Values

ValueCountFrequency (%)
경기도 동두천시 지행동 722-3번지 15
16.5%
경기도 동두천시 생연동 215-1번지 13
14.3%
경기도 동두천시 생연동 587-16번지 13
14.3%
경기도 동두천시 생연동 348번지 13
14.3%
경기도 동두천시 생연동 810-5번지 10
11.0%
경기도 동두천시 보산동 314-5번지 10
11.0%
경기도 동두천시 상패동 122-2번지 9
9.9%
경기도 동두천시 동두천동 262번지 8
8.8%

Length

2023-12-12T14:52:54.382895image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:52:54.511149image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
경기도 91
25.0%
동두천시 91
25.0%
생연동 49
13.5%
지행동 15
 
4.1%
722-3번지 15
 
4.1%
215-1번지 13
 
3.6%
587-16번지 13
 
3.6%
348번지 13
 
3.6%
810-5번지 10
 
2.7%
보산동 10
 
2.7%
Other values (5) 44
12.1%

위도
Real number (ℝ)

HIGH CORRELATION 

Distinct8
Distinct (%)8.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean37.9054
Minimum37.890108
Maximum37.929378
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size951.0 B
2023-12-12T14:52:54.685494image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum37.890108
5-th percentile37.890108
Q137.898302
median37.905247
Q337.907631
95-th percentile37.929378
Maximum37.929378
Range0.03927019
Interquartile range (IQR)0.00932899

Descriptive statistics

Standard deviation0.010825146
Coefficient of variation (CV)0.00028558322
Kurtosis0.11929215
Mean37.9054
Median Absolute Deviation (MAD)0.00694496
Skewness0.62422376
Sum3449.3914
Variance0.00011718379
MonotonicityNot monotonic
2023-12-12T14:52:54.846113image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
37.89010752 15
16.5%
37.90715645 13
14.3%
37.90763104 13
14.3%
37.89830205 13
14.3%
37.90110965 10
11.0%
37.91762763 10
11.0%
37.90524701 9
9.9%
37.92937771 8
8.8%
ValueCountFrequency (%)
37.89010752 15
16.5%
37.89830205 13
14.3%
37.90110965 10
11.0%
37.90524701 9
9.9%
37.90715645 13
14.3%
37.90763104 13
14.3%
37.91762763 10
11.0%
37.92937771 8
8.8%
ValueCountFrequency (%)
37.92937771 8
8.8%
37.91762763 10
11.0%
37.90763104 13
14.3%
37.90715645 13
14.3%
37.90524701 9
9.9%
37.90110965 10
11.0%
37.89830205 13
14.3%
37.89010752 15
16.5%

경도
Real number (ℝ)

HIGH CORRELATION 

Distinct8
Distinct (%)8.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean127.05647
Minimum127.04437
Maximum127.06586
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size951.0 B
2023-12-12T14:52:55.011593image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum127.04437
5-th percentile127.04437
Q1127.05315
median127.0541
Q3127.06248
95-th percentile127.06586
Maximum127.06586
Range0.0214918
Interquartile range (IQR)0.009328

Descriptive statistics

Standard deviation0.0065184524
Coefficient of variation (CV)5.1303586 × 10-5
Kurtosis-0.88705691
Mean127.05647
Median Absolute Deviation (MAD)0.0041993
Skewness-0.19384139
Sum11562.138
Variance4.2490221 × 10-5
MonotonicityNot monotonic
2023-12-12T14:52:55.146943image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
127.0540957 15
16.5%
127.0658649 13
14.3%
127.0531526 13
14.3%
127.0624806 13
14.3%
127.0498964 10
11.0%
127.0612339 10
11.0%
127.0443731 9
9.9%
127.0571143 8
8.8%
ValueCountFrequency (%)
127.0443731 9
9.9%
127.0498964 10
11.0%
127.0531526 13
14.3%
127.0540957 15
16.5%
127.0571143 8
8.8%
127.0612339 10
11.0%
127.0624806 13
14.3%
127.0658649 13
14.3%
ValueCountFrequency (%)
127.0658649 13
14.3%
127.0624806 13
14.3%
127.0612339 10
11.0%
127.0571143 8
8.8%
127.0540957 15
16.5%
127.0531526 13
14.3%
127.0498964 10
11.0%
127.0443731 9
9.9%

연도
Categorical

CONSTANT 

Distinct1
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size860.0 B
2023
91 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023
2nd row2023
3rd row2023
4th row2023
5th row2023

Common Values

ValueCountFrequency (%)
2023 91
100.0%

Length

2023-12-12T14:52:55.300200image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:52:55.407712image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023 91
100.0%

프로그램명
Text

Distinct79
Distinct (%)86.8%
Missing0
Missing (%)0.0%
Memory size860.0 B
2023-12-12T14:52:55.714194image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length15
Median length10
Mean length6.0989011
Min length2

Characters and Unicode

Total characters555
Distinct characters130
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

Unique69 ?
Unique (%)75.8%

Sample

1st row웰빙 다이어트 체조
2nd row전통 한지공예
3rd row문인화
4th row서예반
5th row요가교실
ValueCountFrequency (%)
노래교실 6
 
5.3%
사교(생활)댄스 4
 
3.5%
서예교실 3
 
2.7%
한지공예 2
 
1.8%
건강 2
 
1.8%
다이어트 2
 
1.8%
야간 2
 
1.8%
초급반 2
 
1.8%
주간 2
 
1.8%
중급반 2
 
1.8%
Other values (78) 86
76.1%
2023-12-12T14:52:56.247994image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
스 35
 
6.3%
교 29
 
5.2%
댄 27
 
4.9%
( 23
 
4.1%
) 23
 
4.1%
실 22
 
4.0%
22
 
4.0%
급 12
 
2.2%
가 11
 
2.0%
생 11
 
2.0%
Other values (120) 340
61.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 477
85.9%
Open Punctuation 23
 
4.1%
Close Punctuation 23
 
4.1%
Space Separator 22
 
4.0%
Decimal Number 7
 
1.3%
Uppercase Letter 2
 
0.4%
Other Punctuation 1
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
스 35
 
7.3%
교 29
 
6.1%
댄 27
 
5.7%
실 22
 
4.6%
급 12
 
2.5%
가 11
 
2.3%
생 11
 
2.3%
활 11
 
2.3%
트 11
 
2.3%
요 11
 
2.3%
Other values (109) 297
62.3%
Decimal Number
ValueCountFrequency (%)
2 2
28.6%
0 2
28.6%
7 1
14.3%
8 1
14.3%
1 1
14.3%
Uppercase Letter
ValueCountFrequency (%)
A 1
50.0%
B 1
50.0%
Open Punctuation
ValueCountFrequency (%)
( 23
100.0%
Close Punctuation
ValueCountFrequency (%)
) 23
100.0%
Space Separator
ValueCountFrequency (%)
22
100.0%
Other Punctuation
ValueCountFrequency (%)
& 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 477
85.9%
Common 76
 
13.7%
Latin 2
 
0.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
스 35
 
7.3%
교 29
 
6.1%
댄 27
 
5.7%
실 22
 
4.6%
급 12
 
2.5%
가 11
 
2.3%
생 11
 
2.3%
활 11
 
2.3%
트 11
 
2.3%
요 11
 
2.3%
Other values (109) 297
62.3%
Common
ValueCountFrequency (%)
( 23
30.3%
) 23
30.3%
22
28.9%
2 2
 
2.6%
0 2
 
2.6%
7 1
 
1.3%
8 1
 
1.3%
1 1
 
1.3%
& 1
 
1.3%
Latin
ValueCountFrequency (%)
A 1
50.0%
B 1
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 477
85.9%
ASCII 78
 
14.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
스 35
 
7.3%
교 29
 
6.1%
댄 27
 
5.7%
실 22
 
4.6%
급 12
 
2.5%
가 11
 
2.3%
생 11
 
2.3%
활 11
 
2.3%
트 11
 
2.3%
요 11
 
2.3%
Other values (109) 297
62.3%
ASCII
ValueCountFrequency (%)
( 23
29.5%
) 23
29.5%
22
28.2%
2 2
 
2.6%
0 2
 
2.6%
A 1
 
1.3%
B 1
 
1.3%
7 1
 
1.3%
8 1
 
1.3%
1 1
 
1.3%

강사명
Text

MISSING 

Distinct60
Distinct (%)66.7%
Missing1
Missing (%)1.1%
Memory size860.0 B
2023-12-12T14:52:56.516438image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length3
Median length3
Mean length2.9888889
Min length2

Characters and Unicode

Total characters269
Distinct characters73
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique41 ?
Unique (%)45.6%

Sample

1st row인미진
2nd row최순례
3rd row서길원
4th row강건남
5th row임보경
ValueCountFrequency (%)
홍세희 5
 
5.6%
안영옥 4
 
4.4%
박윤숙 4
 
4.4%
정외숙 3
 
3.3%
조희정 3
 
3.3%
김지은 3
 
3.3%
강건남 3
 
3.3%
이정희 2
 
2.2%
한경숙 2
 
2.2%
김정화 2
 
2.2%
Other values (50) 59
65.6%
2023-12-12T14:52:56.910117image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
김 20
 
7.4%
희 16
 
5.9%
정 15
 
5.6%
박 14
 
5.2%
숙 12
 
4.5%
영 11
 
4.1%
경 8
 
3.0%
이 8
 
3.0%
홍 7
 
2.6%
남 7
 
2.6%
Other values (63) 151
56.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 269
100.0%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
김 20
 
7.4%
희 16
 
5.9%
정 15
 
5.6%
박 14
 
5.2%
숙 12
 
4.5%
영 11
 
4.1%
경 8
 
3.0%
이 8
 
3.0%
홍 7
 
2.6%
남 7
 
2.6%
Other values (63) 151
56.1%

Most occurring scripts

ValueCountFrequency (%)
Hangul 269
100.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
김 20
 
7.4%
희 16
 
5.9%
정 15
 
5.6%
박 14
 
5.2%
숙 12
 
4.5%
영 11
 
4.1%
경 8
 
3.0%
이 8
 
3.0%
홍 7
 
2.6%
남 7
 
2.6%
Other values (63) 151
56.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 269
100.0%

Most frequent character per block

Hangul
ValueCountFrequency (%)
김 20
 
7.4%
희 16
 
5.9%
정 15
 
5.6%
박 14
 
5.2%
숙 12
 
4.5%
영 11
 
4.1%
경 8
 
3.0%
이 8
 
3.0%
홍 7
 
2.6%
남 7
 
2.6%
Other values (63) 151
56.1%

교육시작시각
Categorical

HIGH CORRELATION 

Distinct22
Distinct (%)24.2%
Missing0
Missing (%)0.0%
Memory size860.0 B
10:00
24 
13:00
15 
15:00
7 
09:30
6 
14:00
6 
Other values (17)
33 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique8 ?
Unique (%)8.8%

Sample

1st row13:00
2nd row10:00
3rd row09:00
4th row15:00
5th row09:30

Common Values

ValueCountFrequency (%)
10:00 24
26.4%
13:00 15
16.5%
15:00 7
 
7.7%
09:30 6
 
6.6%
14:00 6
 
6.6%
18:30 6
 
6.6%
09:00 4
 
4.4%
11:00 3
 
3.3%
18:00 2
 
2.2%
13:30 2
 
2.2%
Other values (12) 16
17.6%

Length

2023-12-12T14:52:57.036818image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
10:00 24
26.4%
13:00 15
16.5%
15:00 7
 
7.7%
09:30 6
 
6.6%
14:00 6
 
6.6%
18:30 6
 
6.6%
09:00 4
 
4.4%
11:00 3
 
3.3%
14:30 2
 
2.2%
19:00 2
 
2.2%
Other values (12) 16
17.6%

교육종료시각
Categorical

HIGH CORRELATION 

Distinct22
Distinct (%)24.2%
Missing0
Missing (%)0.0%
Memory size860.0 B
12:00
23 
15:00
9 
17:00
9 
13:00
6 
14:30
 
4
Other values (17)
40 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique5 ?
Unique (%)5.5%

Sample

1st row14:30
2nd row13:00
3rd row12:00
4th row17:00
5th row11:30

Common Values

ValueCountFrequency (%)
12:00 23
25.3%
15:00 9
 
9.9%
17:00 9
 
9.9%
13:00 6
 
6.6%
14:30 4
 
4.4%
16:00 4
 
4.4%
15:30 4
 
4.4%
20:30 4
 
4.4%
20:00 4
 
4.4%
11:30 4
 
4.4%
Other values (12) 20
22.0%

Length

2023-12-12T14:52:57.139297image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
12:00 23
25.3%
17:00 9
 
9.9%
15:00 9
 
9.9%
13:00 6
 
6.6%
14:30 4
 
4.4%
16:00 4
 
4.4%
15:30 4
 
4.4%
20:30 4
 
4.4%
20:00 4
 
4.4%
11:30 4
 
4.4%
Other values (12) 20
22.0%

강좌정원수
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct12
Distinct (%)13.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean21.494505
Minimum0
Maximum60
Zeros2
Zeros (%)2.2%
Negative0
Negative (%)0.0%
Memory size951.0 B
2023-12-12T14:52:57.235928image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile15
Q115
median20
Q325
95-th percentile30
Maximum60
Range60
Interquartile range (IQR)10

Descriptive statistics

Standard deviation7.7465026
Coefficient of variation (CV)0.36039455
Kurtosis6.7660708
Mean21.494505
Median Absolute Deviation (MAD)5
Skewness1.2706547
Sum1956
Variance60.008303
MonotonicityNot monotonic
2023-12-12T14:52:57.363110image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
20 35
38.5%
15 21
23.1%
30 14
 
15.4%
25 9
 
9.9%
21 2
 
2.2%
40 2
 
2.2%
26 2
 
2.2%
0 2
 
2.2%
24 1
 
1.1%
28 1
 
1.1%
Other values (2) 2
 
2.2%
ValueCountFrequency (%)
0 2
 
2.2%
10 1
 
1.1%
15 21
23.1%
20 35
38.5%
21 2
 
2.2%
24 1
 
1.1%
25 9
 
9.9%
26 2
 
2.2%
28 1
 
1.1%
30 14
 
15.4%
ValueCountFrequency (%)
60 1
 
1.1%
40 2
 
2.2%
30 14
 
15.4%
28 1
 
1.1%
26 2
 
2.2%
25 9
 
9.9%
24 1
 
1.1%
21 2
 
2.2%
20 35
38.5%
15 21
23.1%

운영요일
Categorical

HIGH CORRELATION 

Distinct17
Distinct (%)18.7%
Missing0
Missing (%)0.0%
Memory size860.0 B
화+목
22 
월+수
14 
월+수+금
8 
월
7 
목
7 
Other values (12)
33 

Length

Max length11
Median length3
Mean length2.9120879
Min length1

Unique

Unique6 ?
Unique (%)6.6%

Sample

1st row화+목
2nd row월
3rd row금
4th row화+목
5th row화+목

Common Values

ValueCountFrequency (%)
화+목 22
24.2%
월+수 14
15.4%
월+수+금 8
 
8.8%
월 7
 
7.7%
목 7
 
7.7%
수+금 7
 
7.7%
수 5
 
5.5%
화+금 5
 
5.5%
월+목 4
 
4.4%
금 4
 
4.4%
Other values (7) 8
 
8.8%

Length

2023-12-12T14:52:57.522433image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
화+목 22
24.2%
월+수 14
15.4%
월+수+금 8
 
8.8%
월 7
 
7.7%
목 7
 
7.7%
수+금 7
 
7.7%
수 5
 
5.5%
화+금 5
 
5.5%
금 4
 
4.4%
월+목 4
 
4.4%
Other values (7) 8
 
8.8%

교육장소
Categorical

HIGH CORRELATION 

Distinct27
Distinct (%)29.7%
Missing0
Missing (%)0.0%
Memory size860.0 B
다목적실(3층)
12 
다목적실(2층)
11 
문화홀(3층)
7 
하늘나리(2층)
7 
문화체육교실(2층)
7 
Other values (22)
47 

Length

Max length16
Median length8
Mean length8.2637363
Min length4

Unique

Unique11 ?
Unique (%)12.1%

Sample

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

Common Values

ValueCountFrequency (%)
다목적실(3층) 12
13.2%
다목적실(2층) 11
12.1%
문화홀(3층) 7
 
7.7%
하늘나리(2층) 7
 
7.7%
문화체육교실(2층) 7
 
7.7%
3층 다목적실 6
 
6.6%
댄스교실(2층) 5
 
5.5%
문화교실1(2층) 5
 
5.5%
취미교실(2층) 4
 
4.4%
하늘타리(1층) 3
 
3.3%
Other values (17) 24
26.4%

Length

2023-12-12T14:52:57.653258image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
다목적실(3층 12
 
11.5%
다목적실(2층 11
 
10.6%
문화홀(3층 7
 
6.7%
하늘나리(2층 7
 
6.7%
문화체육교실(2층 7
 
6.7%
3층 6
 
5.8%
다목적실 6
 
5.8%
댄스교실(2층 5
 
4.8%
문화교실1(2층 5
 
4.8%
취미교실(2층 4
 
3.8%
Other values (21) 34
32.7%

수강료
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)4.4%
Missing0
Missing (%)0.0%
Memory size860.0 B
45000
62 
60000
21 
30000
 
5
0
 
3

Length

Max length5
Median length5
Mean length4.8681319
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
45000 62
68.1%
60000 21
 
23.1%
30000 5
 
5.5%
0 3
 
3.3%

Length

2023-12-12T14:52:57.789625image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:52:57.912375image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
45000 62
68.1%
60000 21
 
23.1%
30000 5
 
5.5%
0 3
 
3.3%

교육대상구분
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct7
Distinct (%)7.7%
Missing0
Missing (%)0.0%
Memory size860.0 B
성인
64 
일반시민
18 
성인여성
 
5
초등학생이상
 
1
12세~성인
 
1
Other values (2)
 
2

Length

Max length6
Median length2
Mean length2.6373626
Min length2

Unique

Unique4 ?
Unique (%)4.4%

Sample

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

Common Values

ValueCountFrequency (%)
성인 64
70.3%
일반시민 18
 
19.8%
성인여성 5
 
5.5%
초등학생이상 1
 
1.1%
12세~성인 1
 
1.1%
성 인 1
 
1.1%
65세이상 1
 
1.1%

Length

2023-12-12T14:52:58.042793image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:52:58.203817image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
성인 64
69.6%
일반시민 18
 
19.6%
성인여성 5
 
5.4%
초등학생이상 1
 
1.1%
12세~성인 1
 
1.1%
성 1
 
1.1%
인 1
 
1.1%
65세이상 1
 
1.1%

접수방법
Categorical

CONSTANT 

Distinct1
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size860.0 B
방문
91 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
방문 91
100.0%

Length

2023-12-12T14:52:58.325528image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:52:58.423182image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
방문 91
100.0%

선정방법
Categorical

CONSTANT 

Distinct1
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size860.0 B
선착순
91 

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 91
100.0%

Length

2023-12-12T14:52:58.567963image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:52:58.667491image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
선착순 91
100.0%

연락처
Categorical

HIGH CORRELATION 

Distinct8
Distinct (%)8.8%
Missing0
Missing (%)0.0%
Memory size860.0 B
031-860-3149
15 
031-860-3061
13 
031-860-3107
13 
031-860-3027
12 
031-860-3033
11 
Other values (3)
27 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row031-860-3027
2nd row031-860-3027
3rd row031-860-3027
4th row031-860-3027
5th row031-860-3027

Common Values

ValueCountFrequency (%)
031-860-3149 15
16.5%
031-860-3061 13
14.3%
031-860-3107 13
14.3%
031-860-3027 12
13.2%
031-860-3033 11
12.1%
031-860-3073 10
11.0%
031-860-3172 9
9.9%
031-860-3164 8
8.8%

Length

2023-12-12T14:52:58.774055image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:52:58.911179image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
031-860-3149 15
16.5%
031-860-3061 13
14.3%
031-860-3107 13
14.3%
031-860-3027 12
13.2%
031-860-3033 11
12.1%
031-860-3073 10
11.0%
031-860-3172 9
9.9%
031-860-3164 8
8.8%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size860.0 B
2023-08-28
91 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-08-28
2nd row2023-08-28
3rd row2023-08-28
4th row2023-08-28
5th row2023-08-28

Common Values

ValueCountFrequency (%)
2023-08-28 91
100.0%

Length

2023-12-12T14:52:59.070657image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:52:59.174041image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-08-28 91
100.0%

Interactions

2023-12-12T14:52:52.574119image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:52:52.001246image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:52:52.301808image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:52:52.667395image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:52:52.112261image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:52:52.402579image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:52:52.752716image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:52:52.195298image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:52:52.483020image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T14:52:59.246308image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
동주민자치센터소재지도로명주소소재지지번주소위도경도프로그램명강사명교육시작시각교육종료시각강좌정원수운영요일교육장소수강료교육대상구분연락처
동주민자치센터1.0000.9931.0001.0000.9900.9100.9370.2200.3420.6040.4250.9880.8070.6411.000
소재지도로명주소0.9931.0001.0001.0001.0000.0000.9540.0820.1460.4300.4360.9980.6920.6200.993
소재지지번주소1.0001.0001.0001.0001.0000.9120.9370.2670.3320.5950.4130.9850.8060.6241.000
위도1.0001.0001.0001.0000.9570.9250.9220.0000.1770.4170.3750.9900.6400.4951.000
경도0.9901.0001.0000.9571.0000.9140.9250.0000.0000.4570.3820.9840.4090.7590.990
프로그램명0.9100.0000.9120.9250.9141.0000.9940.9820.9720.0000.6830.9610.8550.9960.910
강사명0.9370.9540.9370.9220.9250.9941.0000.4090.0000.9530.9380.9790.8760.0000.937
교육시작시각0.2200.0820.2670.0000.0000.9820.4091.0000.9850.0000.0000.0000.0000.3340.220
교육종료시각0.3420.1460.3320.1770.0000.9720.0000.9851.0000.0000.6380.0000.7020.5960.342
강좌정원수0.6040.4300.5950.4170.4570.0000.9530.0000.0001.0000.7680.8980.8080.4190.604
운영요일0.4250.4360.4130.3750.3820.6830.9380.0000.6380.7681.0000.7210.7640.4810.425
교육장소0.9880.9980.9850.9900.9840.9610.9790.0000.0000.8980.7211.0000.8870.9010.988
수강료0.8070.6920.8060.6400.4090.8550.8760.0000.7020.8080.7640.8871.0000.6000.807
교육대상구분0.6410.6200.6240.4950.7590.9960.0000.3340.5960.4190.4810.9010.6001.0000.641
연락처1.0000.9931.0001.0000.9900.9100.9370.2200.3420.6040.4250.9880.8070.6411.000
2023-12-12T14:52:59.439874image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
소재지지번주소교육장소교육종료시각수강료교육대상구분연락처동주민자치센터소재지도로명주소운영요일교육시작시각
소재지지번주소1.0000.8070.1180.4610.3940.9870.9870.9940.1700.087
교육장소0.8071.0000.0000.5940.5740.8200.8200.8210.2650.000
교육종료시각0.1180.0001.0000.4040.2700.1230.1230.0000.2290.673
수강료0.4610.5940.4041.0000.4500.4620.4620.5090.5010.000
교육대상구분0.3940.5740.2700.4501.0000.4090.4090.3830.2210.125
연락처0.9870.8200.1230.4620.4091.0001.0000.9810.1770.064
동주민자치센터0.9870.8200.1230.4620.4091.0001.0000.9810.1770.064
소재지도로명주소0.9940.8210.0000.5090.3830.9810.9811.0000.1740.000
운영요일0.1700.2650.2290.5010.2210.1770.1770.1741.0000.000
교육시작시각0.0870.0000.6730.0000.1250.0640.0640.0000.0001.000
2023-12-12T14:52:59.605263image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
위도경도강좌정원수동주민자치센터소재지도로명주소소재지지번주소교육시작시각교육종료시각운영요일교육장소수강료교육대상구분연락처
위도1.0000.0890.1390.9800.9820.9880.0000.0520.1690.8080.4630.3190.980
경도0.0891.0000.1460.9790.9880.9940.0000.0000.1650.7940.2870.3560.979
강좌정원수0.1390.1461.0000.1970.1690.1920.0000.0000.4580.5750.4540.1960.197
동주민자치센터0.9800.9790.1971.0000.9810.9870.0640.1230.1770.8200.4620.4091.000
소재지도로명주소0.9820.9880.1690.9811.0000.9940.0000.0000.1740.8210.5090.3830.981
소재지지번주소0.9880.9940.1920.9870.9941.0000.0870.1180.1700.8070.4610.3940.987
교육시작시각0.0000.0000.0000.0640.0000.0871.0000.6730.0000.0000.0000.1250.064
교육종료시각0.0520.0000.0000.1230.0000.1180.6731.0000.2290.0000.4040.2700.123
운영요일0.1690.1650.4580.1770.1740.1700.0000.2291.0000.2650.5010.2210.177
교육장소0.8080.7940.5750.8200.8210.8070.0000.0000.2651.0000.5940.5740.820
수강료0.4630.2870.4540.4620.5090.4610.0000.4040.5010.5941.0000.4500.462
교육대상구분0.3190.3560.1960.4090.3830.3940.1250.2700.2210.5740.4501.0000.409
연락처0.9800.9790.1971.0000.9810.9870.0640.1230.1770.8200.4620.4091.000

Missing values

2023-12-12T14:52:52.895204image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T14:52:53.150944image/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

동주민자치센터소재지도로명주소소재지지번주소위도경도연도프로그램명강사명교육시작시각교육종료시각강좌정원수운영요일교육장소수강료교육대상구분접수방법선정방법연락처데이터기준일자
0생연1동경기도 동두천시 장고갯로 140경기도 동두천시 생연동 215-1번지37.907156127.0658652023웰빙 다이어트 체조인미진13:0014:3020화+목다목적실(3층)45000성인방문선착순031-860-30272023-08-28
1생연1동경기도 동두천시 장고갯로 140경기도 동두천시 생연동 215-1번지37.907156127.0658652023전통 한지공예최순례10:0013:0015월취미교실(2층)45000성인방문선착순031-860-30272023-08-28
2생연1동경기도 동두천시 장고갯로 140경기도 동두천시 생연동 215-1번지37.907156127.0658652023문인화서길원09:0012:0015금취미교실(2층)45000성인방문선착순031-860-30272023-08-28
3생연1동경기도 동두천시 장고갯로 140경기도 동두천시 생연동 215-1번지37.907156127.0658652023서예반강건남15:0017:0015화+목취미교실(2층)45000성인방문선착순031-860-30272023-08-28
4생연1동경기도 동두천시 장고갯로 140경기도 동두천시 생연동 215-1번지37.907156127.0658652023요가교실임보경09:3011:3020화+목다목적실(3층)45000성인방문선착순031-860-30272023-08-28
5생연1동경기도 동두천시 장고갯로 140경기도 동두천시 생연동 215-1번지37.907156127.0658652023사교(생활)댄스 주간 초급반안태자17:0018:0020화+목다목적실(3층)45000성인방문선착순031-860-30272023-08-28
6생연1동경기도 동두천시 장고갯로 140경기도 동두천시 생연동 215-1번지37.907156127.0658652023사교(생활)댄스 주간 중급반안태자15:0017:0020화+목다목적실(3층)45000성인방문선착순031-860-30272023-08-28
7생연1동경기도 동두천시 장고갯로 140경기도 동두천시 생연동 215-1번지37.907156127.0658652023사교(생활)댄스 야간 초급반한경숙18:3020:0020화+목다목적실(3층)45000성인방문선착순031-860-30272023-08-28
8생연1동경기도 동두천시 장고갯로 140경기도 동두천시 생연동 215-1번지37.907156127.0658652023사교(생활)댄스 야간 중급반한경숙20:0021:3020화+목다목적실(3층)45000성인방문선착순031-860-30272023-08-28
9생연1동경기도 동두천시 장고갯로 140경기도 동두천시 생연동 215-1번지37.907156127.0658652023장구난타(초급반)남정미14:3016:0020월+수다목적실(3층)45000성인방문선착순031-860-30272023-08-28
동주민자치센터소재지도로명주소소재지지번주소위도경도연도프로그램명강사명교육시작시각교육종료시각강좌정원수운영요일교육장소수강료교육대상구분접수방법선정방법연락처데이터기준일자
81소요동경기도 동두천시 평화로 2706경기도 동두천시 동두천동 262번지37.929378127.0571142023노래 교실김숙희15:3017:3030수+금2층 대회의실45000일반시민방문선착순031-860-31642023-08-28
82상패동경기도 동두천시 어수로 8경기도 동두천시 상패동 122-2번지37.905247127.0443732023노래교실 A이춘애14:0012:0020월+수다목적실(3층)45000성인방문선착순031-860-31722023-08-28
83상패동경기도 동두천시 어수로 8경기도 동두천시 상패동 122-2번지37.905247127.0443732023노래교실 B박명성14:0015:0020월+목다목적실(3층)45000성인방문선착순031-860-31722023-08-28
84상패동경기도 동두천시 어수로 8경기도 동두천시 상패동 122-2번지37.905247127.0443732023트로트댄스조희정09:3011:3020화+목+금다목적실(3층)60000성인방문선착순031-860-31722023-08-28
85상패동경기도 동두천시 어수로 8경기도 동두천시 상패동 122-2번지37.905247127.0443732023퓨전국악가요박경남13:0015:0015수다목적실(3층)30000성인방문선착순031-860-31722023-08-28
86상패동경기도 동두천시 어수로 8경기도 동두천시 상패동 122-2번지37.905247127.0443732023서예교실강건남10:0012:0015월+수문화교실1(2층)45000성인방문선착순031-860-31722023-08-28
87상패동경기도 동두천시 어수로 8경기도 동두천시 상패동 122-2번지37.905247127.0443732023캘리그라피김지은13:0015:0015월+목문화교실1(2층)45000성인방문선착순031-860-31722023-08-28
88상패동경기도 동두천시 어수로 8경기도 동두천시 상패동 122-2번지37.905247127.0443732023손에서배우는 건강남명우10:0012:0015금문화교실1(2층)30000성인방문선착순031-860-31722023-08-28
89상패동경기도 동두천시 어수로 8경기도 동두천시 상패동 122-2번지37.905247127.0443732023수채색연필화김재호10:0012:0015화+목문화교실1(2층)45000성인방문선착순031-860-31722023-08-28
90상패동경기도 동두천시 어수로 8경기도 동두천시 상패동 122-2번지37.905247127.0443732023소가구리폼아트김지은15:0017:0015수+금문화교실1(2층)45000성인방문선착순031-860-31722023-08-28