Overview

Dataset statistics

Number of variables23
Number of observations412
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory77.0 KiB
Average record size in memory191.3 B

Variable types

Text4
Categorical8
DateTime5
Numeric2
Unsupported3
Boolean1

Dataset

Description대구광역시 수성구 관내 의 인터넷 수강신청 강좌정보에 관한 데이터로 강좌명, 교육장소, 교육신청 시작일, 교육신청 종료일, 교육시작일, 교육종료일 등의 항목을 제공합니다.
Author대구광역시 수성구
URLhttps://www.data.go.kr/data/15040174/fileData.do

Alerts

강좌(년) has constant value ""Constant
강좌(월) has constant value ""Constant
모집인원-오프라인 has constant value ""Constant
수강료 is highly imbalanced (52.5%)Imbalance
사용유무 is highly imbalanced (87.6%)Imbalance
강좌번호 has unique valuesUnique
오프라인모집상태 is an unsupported type, check if it needs cleaning or further analysisUnsupported
나이제한-첫번째 is an unsupported type, check if it needs cleaning or further analysisUnsupported
나이제한-두번째 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2023-12-11 23:22:38.359910
Analysis finished2023-12-11 23:22:38.742646
Duration0.38 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

강좌번호
Text

UNIQUE 

Distinct412
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size3.3 KiB
2023-12-12T08:22:38.914643image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length16
Median length16
Mean length16
Min length16

Characters and Unicode

Total characters6592
Distinct characters14
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique412 ?
Unique (%)100.0%

Sample

1st rowCRS_000000026818
2nd rowCRS_000000026820
3rd rowCRS_000000026822
4th rowCRS_000000026824
5th rowCRS_000000026902
ValueCountFrequency (%)
crs_000000026818 1
 
0.2%
crs_000000027378 1
 
0.2%
crs_000000027398 1
 
0.2%
crs_000000027396 1
 
0.2%
crs_000000027394 1
 
0.2%
crs_000000027392 1
 
0.2%
crs_000000027390 1
 
0.2%
crs_000000027388 1
 
0.2%
crs_000000027386 1
 
0.2%
crs_000000027384 1
 
0.2%
Other values (402) 402
97.6%
2023-12-12T08:22:39.255810image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 3053
46.3%
2 589
 
8.9%
C 412
 
6.2%
R 412
 
6.2%
S 412
 
6.2%
_ 412
 
6.2%
7 359
 
5.4%
6 244
 
3.7%
4 174
 
2.6%
8 169
 
2.6%
Other values (4) 356
 
5.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 4944
75.0%
Uppercase Letter 1236
 
18.8%
Connector Punctuation 412
 
6.2%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 3053
61.8%
2 589
 
11.9%
7 359
 
7.3%
6 244
 
4.9%
4 174
 
3.5%
8 169
 
3.4%
1 93
 
1.9%
3 93
 
1.9%
9 89
 
1.8%
5 81
 
1.6%
Uppercase Letter
ValueCountFrequency (%)
C 412
33.3%
R 412
33.3%
S 412
33.3%
Connector Punctuation
ValueCountFrequency (%)
_ 412
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 5356
81.2%
Latin 1236
 
18.8%

Most frequent character per script

Common
ValueCountFrequency (%)
0 3053
57.0%
2 589
 
11.0%
_ 412
 
7.7%
7 359
 
6.7%
6 244
 
4.6%
4 174
 
3.2%
8 169
 
3.2%
1 93
 
1.7%
3 93
 
1.7%
9 89
 
1.7%
Latin
ValueCountFrequency (%)
C 412
33.3%
R 412
33.3%
S 412
33.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 6592
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 3053
46.3%
2 589
 
8.9%
C 412
 
6.2%
R 412
 
6.2%
S 412
 
6.2%
_ 412
 
6.2%
7 359
 
5.4%
6 244
 
3.7%
4 174
 
2.6%
8 169
 
2.6%
Other values (4) 356
 
5.4%

회차
Categorical

Distinct5
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size3.3 KiB
95
131 
35
127 
53
53 
38
52 
52
49 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row35
2nd row35
3rd row35
4th row35
5th row35

Common Values

ValueCountFrequency (%)
95 131
31.8%
35 127
30.8%
53 53
12.9%
38 52
 
12.6%
52 49
 
11.9%

Length

2023-12-12T08:22:39.386280image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:22:39.484660image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
95 131
31.8%
35 127
30.8%
53 53
12.9%
38 52
 
12.6%
52 49
 
11.9%

강좌(년)
Categorical

CONSTANT 

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size3.3 KiB
2023
412 

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 412
100.0%

Length

2023-12-12T08:22:39.596981image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:22:39.682171image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023 412
100.0%

강좌(월)
Categorical

CONSTANT 

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size3.3 KiB
9
412 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row9
2nd row9
3rd row9
4th row9
5th row9

Common Values

ValueCountFrequency (%)
9 412
100.0%

Length

2023-12-12T08:22:39.827432image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:22:39.934160image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
9 412
100.0%

강좌명
Text

Distinct326
Distinct (%)79.1%
Missing0
Missing (%)0.0%
Memory size3.3 KiB
2023-12-12T08:22:40.145933image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length38
Median length31
Mean length7.9296117
Min length2

Characters and Unicode

Total characters3267
Distinct characters287
Distinct categories9 ?
Distinct scripts4 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique275 ?
Unique (%)66.7%

Sample

1st row필라테스 B반
2nd row필라테스 C반
3rd row필라테스 주말
4th row필라테스 야간
5th row통기타 초급
ValueCountFrequency (%)
초급 51
 
6.4%
중급 44
 
5.5%
요가 20
 
2.5%
필라테스 18
 
2.3%
라인댄스 17
 
2.1%
하모니카 15
 
1.9%
통기타 13
 
1.6%
b반 13
 
1.6%
도예 13
 
1.6%
야간 13
 
1.6%
Other values (284) 576
72.6%
2023-12-12T08:22:40.518005image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
382
 
11.7%
급 138
 
4.2%
스 94
 
2.9%
초 88
 
2.7%
중 84
 
2.6%
반 80
 
2.4%
라 61
 
1.9%
가 60
 
1.8%
어 58
 
1.8%
화 55
 
1.7%
Other values (277) 2167
66.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2479
75.9%
Space Separator 382
 
11.7%
Uppercase Letter 108
 
3.3%
Decimal Number 107
 
3.3%
Other Punctuation 59
 
1.8%
Close Punctuation 51
 
1.6%
Open Punctuation 51
 
1.6%
Math Symbol 19
 
0.6%
Dash Punctuation 11
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
급 138
 
5.6%
스 94
 
3.8%
초 88
 
3.5%
중 84
 
3.4%
반 80
 
3.2%
라 61
 
2.5%
가 60
 
2.4%
어 58
 
2.3%
화 55
 
2.2%
요 51
 
2.1%
Other values (240) 1710
69.0%
Uppercase Letter
ValueCountFrequency (%)
A 37
34.3%
B 37
34.3%
P 10
 
9.3%
C 5
 
4.6%
O 4
 
3.7%
D 3
 
2.8%
S 2
 
1.9%
U 2
 
1.9%
E 2
 
1.9%
K 2
 
1.9%
Other values (4) 4
 
3.7%
Decimal Number
ValueCountFrequency (%)
1 29
27.1%
6 18
16.8%
0 15
14.0%
2 11
 
10.3%
9 10
 
9.3%
5 9
 
8.4%
4 6
 
5.6%
7 5
 
4.7%
8 3
 
2.8%
3 1
 
0.9%
Other Punctuation
ValueCountFrequency (%)
. 30
50.8%
/ 15
25.4%
& 8
 
13.6%
, 3
 
5.1%
· 2
 
3.4%
? 1
 
1.7%
Close Punctuation
ValueCountFrequency (%)
) 42
82.4%
] 9
 
17.6%
Open Punctuation
ValueCountFrequency (%)
( 42
82.4%
[ 9
 
17.6%
Space Separator
ValueCountFrequency (%)
382
100.0%
Math Symbol
ValueCountFrequency (%)
~ 19
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 11
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2478
75.8%
Common 680
 
20.8%
Latin 108
 
3.3%
Han 1
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
급 138
 
5.6%
스 94
 
3.8%
초 88
 
3.6%
중 84
 
3.4%
반 80
 
3.2%
라 61
 
2.5%
가 60
 
2.4%
어 58
 
2.3%
화 55
 
2.2%
요 51
 
2.1%
Other values (239) 1709
69.0%
Common
ValueCountFrequency (%)
382
56.2%
) 42
 
6.2%
( 42
 
6.2%
. 30
 
4.4%
1 29
 
4.3%
~ 19
 
2.8%
6 18
 
2.6%
0 15
 
2.2%
/ 15
 
2.2%
2 11
 
1.6%
Other values (13) 77
 
11.3%
Latin
ValueCountFrequency (%)
A 37
34.3%
B 37
34.3%
P 10
 
9.3%
C 5
 
4.6%
O 4
 
3.7%
D 3
 
2.8%
S 2
 
1.9%
U 2
 
1.9%
E 2
 
1.9%
K 2
 
1.9%
Other values (4) 4
 
3.7%
Han
ValueCountFrequency (%)
詩 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2478
75.8%
ASCII 786
 
24.1%
None 2
 
0.1%
CJK 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
382
48.6%
) 42
 
5.3%
( 42
 
5.3%
A 37
 
4.7%
B 37
 
4.7%
. 30
 
3.8%
1 29
 
3.7%
~ 19
 
2.4%
6 18
 
2.3%
0 15
 
1.9%
Other values (26) 135
 
17.2%
Hangul
ValueCountFrequency (%)
급 138
 
5.6%
스 94
 
3.8%
초 88
 
3.6%
중 84
 
3.4%
반 80
 
3.2%
라 61
 
2.5%
가 60
 
2.4%
어 58
 
2.3%
화 55
 
2.2%
요 51
 
2.1%
Other values (239) 1709
69.0%
None
ValueCountFrequency (%)
· 2
100.0%
CJK
ValueCountFrequency (%)
詩 1
100.0%

장소상세
Categorical

Distinct29
Distinct (%)7.0%
Missing0
Missing (%)0.0%
Memory size3.3 KiB
2층 제1강의실
43 
3층 제1강의실
33 
4층 제5강의실
32 
3층 제2강의실
29 
4층 제4강의실
28 
Other values (24)
247 

Length

Max length9
Median length8
Mean length7.9635922
Min length6

Unique

Unique3 ?
Unique (%)0.7%

Sample

1st row3층 제5강의실
2nd row3층 제5강의실
3rd row3층 제5강의실
4th row3층 제5강의실
5th row3층 제1강의실

Common Values

ValueCountFrequency (%)
2층 제1강의실 43
 
10.4%
3층 제1강의실 33
 
8.0%
4층 제5강의실 32
 
7.8%
3층 제2강의실 29
 
7.0%
4층 제4강의실 28
 
6.8%
2층 제2강의실 25
 
6.1%
3층 제3강의실 24
 
5.8%
4층 제10강의실 17
 
4.1%
1층 1강의실 17
 
4.1%
3층 제5강의실 15
 
3.6%
Other values (19) 149
36.2%

Length

2023-12-12T08:22:40.634321image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
3층 134
16.3%
4층 126
15.3%
2층 106
12.9%
제1강의실 76
9.2%
제2강의실 65
7.9%
제5강의실 59
7.2%
제4강의실 47
 
5.7%
제3강의실 47
 
5.7%
1층 46
 
5.6%
제10강의실 17
 
2.1%
Other values (14) 101
12.3%

신청시작일
Date

Distinct5
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size3.3 KiB
Minimum2023-05-16 09:00:00
Maximum2023-09-04 09:00:00
2023-12-12T08:22:40.728184image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T08:22:40.836308image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=5)

신청종료일
Date

Distinct12
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Memory size3.3 KiB
Minimum2023-05-22 18:00:00
Maximum2023-09-11 18:00:00
2023-12-12T08:22:40.928512image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T08:22:41.016760image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)

교육시작일
Date

Distinct4
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size3.3 KiB
Minimum2023-06-05 00:00:00
Maximum2023-09-08 00:00:00
2023-12-12T08:22:41.093681image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T08:22:41.170560image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=4)

교육종료일
Date

Distinct7
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size3.3 KiB
Minimum2023-08-27 00:00:00
Maximum2023-11-26 00:00:00
2023-12-12T08:22:41.247324image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T08:22:41.337360image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)

교육시간
Text

Distinct64
Distinct (%)15.5%
Missing0
Missing (%)0.0%
Memory size3.3 KiB
2023-12-12T08:22:41.540212image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length29
Median length11
Mean length11.235437
Min length11

Characters and Unicode

Total characters4629
Distinct characters20
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique25 ?
Unique (%)6.1%

Sample

1st row14:00~14:50
2nd row16:00~16:50
3rd row10:00~11:50
4th row19:00~20:50
5th row15:10~17:00
ValueCountFrequency (%)
10:00~11:50 109
25.8%
13:00~14:50 60
14.2%
19:00~20:50 41
 
9.7%
15:00~16:50 20
 
4.7%
15:10~17:00 15
 
3.5%
13:00~13:50 12
 
2.8%
14:00~15:50 11
 
2.6%
13:00~14:40 10
 
2.4%
10:00~11:40 8
 
1.9%
10:00~12:50 8
 
1.9%
Other values (57) 129
30.5%
2023-12-12T08:22:41.851591image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 1410
30.5%
1 960
20.7%
: 836
18.1%
~ 418
 
9.0%
5 415
 
9.0%
4 138
 
3.0%
3 128
 
2.8%
2 110
 
2.4%
6 66
 
1.4%
9 58
 
1.3%
Other values (10) 90
 
1.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 3344
72.2%
Other Punctuation 843
 
18.2%
Math Symbol 418
 
9.0%
Other Letter 13
 
0.3%
Space Separator 11
 
0.2%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 1410
42.2%
1 960
28.7%
5 415
 
12.4%
4 138
 
4.1%
3 128
 
3.8%
2 110
 
3.3%
6 66
 
2.0%
9 58
 
1.7%
7 55
 
1.6%
8 4
 
0.1%
Other Letter
ValueCountFrequency (%)
화 4
30.8%
목 4
30.8%
금 3
23.1%
수 1
 
7.7%
토 1
 
7.7%
Other Punctuation
ValueCountFrequency (%)
: 836
99.2%
, 5
 
0.6%
/ 2
 
0.2%
Math Symbol
ValueCountFrequency (%)
~ 418
100.0%
Space Separator
ValueCountFrequency (%)
11
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 4616
99.7%
Hangul 13
 
0.3%

Most frequent character per script

Common
ValueCountFrequency (%)
0 1410
30.5%
1 960
20.8%
: 836
18.1%
~ 418
 
9.1%
5 415
 
9.0%
4 138
 
3.0%
3 128
 
2.8%
2 110
 
2.4%
6 66
 
1.4%
9 58
 
1.3%
Other values (5) 77
 
1.7%
Hangul
ValueCountFrequency (%)
화 4
30.8%
목 4
30.8%
금 3
23.1%
수 1
 
7.7%
토 1
 
7.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 4616
99.7%
Hangul 13
 
0.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 1410
30.5%
1 960
20.8%
: 836
18.1%
~ 418
 
9.1%
5 415
 
9.0%
4 138
 
3.0%
3 128
 
2.8%
2 110
 
2.4%
6 66
 
1.4%
9 58
 
1.3%
Other values (5) 77
 
1.7%
Hangul
ValueCountFrequency (%)
화 4
30.8%
목 4
30.8%
금 3
23.1%
수 1
 
7.7%
토 1
 
7.7%

모집인원-온라인
Real number (ℝ)

Distinct16
Distinct (%)3.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean15.970874
Minimum8
Maximum35
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.8 KiB
2023-12-12T08:22:41.956628image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum8
5-th percentile10
Q112
median15
Q320
95-th percentile24
Maximum35
Range27
Interquartile range (IQR)8

Descriptive statistics

Standard deviation4.7746417
Coefficient of variation (CV)0.29895933
Kurtosis-0.064783521
Mean15.970874
Median Absolute Deviation (MAD)3
Skewness0.60747951
Sum6580
Variance22.797203
MonotonicityNot monotonic
2023-12-12T08:22:42.049554image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
12 76
18.4%
16 58
14.1%
10 56
13.6%
15 49
11.9%
20 48
11.7%
22 33
8.0%
24 27
 
6.6%
18 19
 
4.6%
14 15
 
3.6%
25 9
 
2.2%
Other values (6) 22
 
5.3%
ValueCountFrequency (%)
8 7
 
1.7%
10 56
13.6%
12 76
18.4%
13 9
 
2.2%
14 15
 
3.6%
15 49
11.9%
16 58
14.1%
17 2
 
0.5%
18 19
 
4.6%
20 48
11.7%
ValueCountFrequency (%)
35 1
 
0.2%
32 1
 
0.2%
30 2
 
0.5%
25 9
 
2.2%
24 27
6.6%
22 33
8.0%
20 48
11.7%
18 19
 
4.6%
17 2
 
0.5%
16 58
14.1%

모집인원-오프라인
Categorical

CONSTANT 

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size3.3 KiB
0
412 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 412
100.0%

Length

2023-12-12T08:22:42.143029image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:22:42.222852image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 412
100.0%

오프라인모집상태
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size3.3 KiB

수강료
Categorical

IMBALANCE 

Distinct5
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size3.3 KiB
45000
293 
60000
97 
30000
 
19
0
 
2
20000
 
1

Length

Max length5
Median length5
Mean length4.9805825
Min length1

Unique

Unique1 ?
Unique (%)0.2%

Sample

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

Common Values

ValueCountFrequency (%)
45000 293
71.1%
60000 97
 
23.5%
30000 19
 
4.6%
0 2
 
0.5%
20000 1
 
0.2%

Length

2023-12-12T08:22:42.319870image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:22:42.428767image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
45000 293
71.1%
60000 97
 
23.5%
30000 19
 
4.6%
0 2
 
0.5%
20000 1
 
0.2%

수강료기타
Categorical

Distinct3
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size3.3 KiB
교재비 및 재료비 별도
308 
데이터 미집계
102 
※75,000원 정도(매월)총재료비 : 약75,000원X3개월
 
2

Length

Max length34
Median length12
Mean length10.868932
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row데이터 미집계
2nd row데이터 미집계
3rd row데이터 미집계
4th row데이터 미집계
5th row교재비 및 재료비 별도

Common Values

ValueCountFrequency (%)
교재비 및 재료비 별도 308
74.8%
데이터 미집계 102
 
24.8%
※75,000원 정도(매월)총재료비 : 약75,000원X3개월 2
 
0.5%

Length

2023-12-12T08:22:42.535048image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:22:42.630346image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
교재비 308
21.3%
및 308
21.3%
재료비 308
21.3%
별도 308
21.3%
데이터 102
 
7.1%
미집계 102
 
7.1%
※75,000원 2
 
0.1%
정도(매월)총재료비 2
 
0.1%
2
 
0.1%
약75,000원x3개월 2
 
0.1%

전화번호
Categorical

Distinct8
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Memory size3.3 KiB
666-2541,3,5
131 
053-666-2681,3
53 
053-666-4671,4673
52 
053-666-2691,2693
52 
053-666-2981~2, 2987
49 
Other values (3)
75 

Length

Max length20
Median length17
Mean length14.949029
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row053-666-4351~3
2nd row053-666-4351~3
3rd row053-666-4351~3
4th row053-666-4351~3
5th row053-666-4671,4673

Common Values

ValueCountFrequency (%)
666-2541,3,5 131
31.8%
053-666-2681,3 53
12.9%
053-666-4671,4673 52
 
12.6%
053-666-2691,2693 52
 
12.6%
053-666-2981~2, 2987 49
 
11.9%
053-666-4351~3 46
 
11.2%
053-666-4672,4673 25
 
6.1%
데이터 미집계 4
 
1.0%

Length

2023-12-12T08:22:42.756169image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:22:42.886903image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
666-2541,3,5 131
28.2%
053-666-2681,3 53
11.4%
053-666-4671,4673 52
 
11.2%
053-666-2691,2693 52
 
11.2%
053-666-2981~2 49
 
10.5%
2987 49
 
10.5%
053-666-4351~3 46
 
9.9%
053-666-4672,4673 25
 
5.4%
데이터 4
 
0.9%
미집계 4
 
0.9%

등록일
Date

Distinct13
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size3.3 KiB
Minimum2023-07-25 11:32:00
Maximum2023-07-31 08:52:00
2023-12-12T08:22:43.037149image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T08:22:43.169327image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=13)

수정일
Text

Distinct210
Distinct (%)51.0%
Missing0
Missing (%)0.0%
Memory size3.3 KiB
2023-12-12T08:22:43.505584image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length16
Median length16
Mean length15.754854
Min length7

Characters and Unicode

Total characters6491
Distinct characters19
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique71 ?
Unique (%)17.2%

Sample

1st row2023-08-29 16:54
2nd row2023-08-29 16:55
3rd row2023-08-29 16:55
4th row2023-08-29 16:55
5th row2023-08-30 13:41
ValueCountFrequency (%)
2023-08-29 146
 
17.7%
2023-08-31 129
 
15.7%
2023-08-30 128
 
15.5%
데이터 6
 
0.7%
미집계 6
 
0.7%
10:03 5
 
0.6%
9:56 5
 
0.6%
9:57 5
 
0.6%
10:05 5
 
0.6%
9:54 4
 
0.5%
Other values (204) 385
46.7%
2023-12-12T08:22:43.989470image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 1120
17.3%
2 1082
16.7%
3 838
12.9%
- 812
12.5%
1 626
9.6%
8 453
7.0%
412
 
6.3%
: 406
 
6.3%
9 234
 
3.6%
5 166
 
2.6%
Other values (9) 342
 
5.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 4825
74.3%
Dash Punctuation 812
 
12.5%
Space Separator 412
 
6.3%
Other Punctuation 406
 
6.3%
Other Letter 36
 
0.6%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 1120
23.2%
2 1082
22.4%
3 838
17.4%
1 626
13.0%
8 453
9.4%
9 234
 
4.8%
5 166
 
3.4%
7 115
 
2.4%
6 100
 
2.1%
4 91
 
1.9%
Other Letter
ValueCountFrequency (%)
이 6
16.7%
계 6
16.7%
집 6
16.7%
미 6
16.7%
터 6
16.7%
데 6
16.7%
Dash Punctuation
ValueCountFrequency (%)
- 812
100.0%
Space Separator
ValueCountFrequency (%)
412
100.0%
Other Punctuation
ValueCountFrequency (%)
: 406
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 6455
99.4%
Hangul 36
 
0.6%

Most frequent character per script

Common
ValueCountFrequency (%)
0 1120
17.4%
2 1082
16.8%
3 838
13.0%
- 812
12.6%
1 626
9.7%
8 453
7.0%
412
 
6.4%
: 406
 
6.3%
9 234
 
3.6%
5 166
 
2.6%
Other values (3) 306
 
4.7%
Hangul
ValueCountFrequency (%)
이 6
16.7%
계 6
16.7%
집 6
16.7%
미 6
16.7%
터 6
16.7%
데 6
16.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 6455
99.4%
Hangul 36
 
0.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 1120
17.4%
2 1082
16.8%
3 838
13.0%
- 812
12.6%
1 626
9.7%
8 453
7.0%
412
 
6.4%
: 406
 
6.3%
9 234
 
3.6%
5 166
 
2.6%
Other values (3) 306
 
4.7%
Hangul
ValueCountFrequency (%)
이 6
16.7%
계 6
16.7%
집 6
16.7%
미 6
16.7%
터 6
16.7%
데 6
16.7%

사용유무
Boolean

IMBALANCE 

Distinct2
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size544.0 B
True
405 
False
 
7
ValueCountFrequency (%)
True 405
98.3%
False 7
 
1.7%
2023-12-12T08:22:44.105143image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

순번
Real number (ℝ)

Distinct411
Distinct (%)99.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean56219.888
Minimum55999
Maximum56438
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.8 KiB
2023-12-12T08:22:44.468444image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum55999
5-th percentile56026.55
Q156109.75
median56217.5
Q356330.25
95-th percentile56413.45
Maximum56438
Range439
Interquartile range (IQR)220.5

Descriptive statistics

Standard deviation125.97034
Coefficient of variation (CV)0.0022406723
Kurtosis-1.2324047
Mean56219.888
Median Absolute Deviation (MAD)110.5
Skewness0.0035289112
Sum23162594
Variance15868.528
MonotonicityNot monotonic
2023-12-12T08:22:44.612425image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
56132 2
 
0.5%
56051 1
 
0.2%
56320 1
 
0.2%
56319 1
 
0.2%
56318 1
 
0.2%
56317 1
 
0.2%
56316 1
 
0.2%
56315 1
 
0.2%
56313 1
 
0.2%
56312 1
 
0.2%
Other values (401) 401
97.3%
ValueCountFrequency (%)
55999 1
0.2%
56001 1
0.2%
56003 1
0.2%
56005 1
0.2%
56007 1
0.2%
56009 1
0.2%
56012 1
0.2%
56013 1
0.2%
56014 1
0.2%
56015 1
0.2%
ValueCountFrequency (%)
56438 1
0.2%
56437 1
0.2%
56436 1
0.2%
56435 1
0.2%
56434 1
0.2%
56433 1
0.2%
56432 1
0.2%
56431 1
0.2%
56430 1
0.2%
56426 1
0.2%

나이제한-첫번째
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size3.3 KiB

나이제한-두번째
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size3.3 KiB

Sample

강좌번호회차강좌(년)강좌(월)강좌명장소상세신청시작일신청종료일교육시작일교육종료일교육시간모집인원-온라인모집인원-오프라인오프라인모집상태수강료수강료기타전화번호등록일수정일사용유무순번나이제한-첫번째나이제한-두번째
0CRS_0000000268183520239필라테스 B반3층 제5강의실2023-09-04 09:002023-09-08 18:002023-09-042023-11-2614:00~14:50240데이터 미집계45000데이터 미집계053-666-4351~32023-07-27 15:422023-08-29 16:54Y56051데이터 미집계2003
1CRS_0000000268203520239필라테스 C반3층 제5강의실2023-09-04 09:002023-09-08 18:002023-09-042023-11-2616:00~16:50240데이터 미집계45000데이터 미집계053-666-4351~32023-07-27 15:422023-08-29 16:55Y56050데이터 미집계2003
2CRS_0000000268223520239필라테스 주말3층 제5강의실2023-09-04 09:002023-09-08 18:002023-09-042023-11-2610:00~11:50240데이터 미집계45000데이터 미집계053-666-4351~32023-07-27 15:422023-08-29 16:55Y56049데이터 미집계2003
3CRS_0000000268243520239필라테스 야간3층 제5강의실2023-09-04 09:002023-09-08 18:002023-09-042023-11-2619:00~20:50240데이터 미집계45000데이터 미집계053-666-4351~32023-07-27 15:422023-08-29 16:55Y56048데이터 미집계2003
4CRS_0000000269023520239통기타 초급3층 제1강의실2023-09-04 09:002023-09-08 18:002023-09-042023-11-2615:10~17:00160145000교재비 및 재료비 별도053-666-4671,46732023-07-27 15:422023-08-30 13:41Y56063데이터 미집계데이터 미집계
5CRS_0000000269043520239오카리나 중급3층 제1강의실2023-09-04 09:002023-09-08 18:002023-09-042023-11-2615:10~17:00160145000교재비 및 재료비 별도053-666-4671,46732023-07-27 15:422023-08-30 13:40Y56064데이터 미집계데이터 미집계
6CRS_0000000268263520239라인댄스 초급3층 제5강의실2023-09-04 09:002023-09-08 18:002023-09-042023-11-2615:00~15:50200데이터 미집계45000데이터 미집계053-666-4351~32023-07-27 15:422023-08-29 16:55Y56047데이터 미집계2003
7CRS_0000000268283520239라인댄스 중급3층 제5강의실2023-09-04 09:002023-09-08 18:002023-09-042023-11-2615:00~15:50200데이터 미집계45000데이터 미집계053-666-4351~32023-07-27 15:422023-08-29 16:56Y56046데이터 미집계2003
8CRS_0000000268303520239밸리댄스 주간3층 제5강의실2023-09-04 09:002023-09-08 18:002023-09-042023-11-2610:00~10:50200데이터 미집계45000데이터 미집계053-666-4351~32023-07-27 15:422023-08-29 16:56Y56045데이터 미집계2003
9CRS_0000000268323520239밸리댄스 야간3층 제5강의실2023-09-04 09:002023-09-08 18:002023-09-042023-11-2619:00~20:50200데이터 미집계45000데이터 미집계053-666-4351~32023-07-27 15:422023-08-29 16:56Y56044데이터 미집계2003
강좌번호회차강좌(년)강좌(월)강좌명장소상세신청시작일신청종료일교육시작일교육종료일교육시간모집인원-온라인모집인원-오프라인오프라인모집상태수강료수강료기타전화번호등록일수정일사용유무순번나이제한-첫번째나이제한-두번째
402CRS_0000000274729520239라인댄스 야간4층 제10강의실2023-09-04 09:002023-09-10 18:002023-09-042023-11-2619:00~20:50250데이터 미집계45000교재비 및 재료비 별도666-2541,3,52023-07-28 10:242023-08-31 15:51Y56355데이터 미집계데이터 미집계
403CRS_0000000274749520239라인댄스 중급4층 제10강의실2023-09-04 09:002023-09-10 18:002023-09-042023-11-26화 12:00~12:50, 목 13:00~13:50250데이터 미집계45000교재비 및 재료비 별도666-2541,3,52023-07-28 10:242023-08-31 15:51Y56356데이터 미집계데이터 미집계
404CRS_0000000274809520239댄스스포츠 야간4층 제10강의실2023-09-04 09:002023-09-10 18:002023-09-042023-11-2619:00~20:50220데이터 미집계45000교재비 및 재료비 별도666-2541,3,52023-07-28 10:242023-08-31 15:49Y56359데이터 미집계데이터 미집계
405CRS_0000000274829520239댄스스포츠 중급4층 제10강의실2023-09-04 09:002023-09-10 18:002023-09-042023-11-2615:10~16:00220데이터 미집계45000교재비 및 재료비 별도666-2541,3,52023-07-28 10:242023-08-31 15:48Y56360데이터 미집계데이터 미집계
406CRS_0000000274849520239댄스스포츠 초급4층 제10강의실2023-09-04 09:002023-09-10 18:002023-09-042023-11-2614:10~15:00220데이터 미집계45000교재비 및 재료비 별도666-2541,3,52023-07-28 10:242023-08-31 15:48Y56361데이터 미집계데이터 미집계
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408CRS_0000000274889520239고전무용 초급B4층 제10강의실2023-09-04 09:002023-09-10 18:002023-09-042023-11-2615:10~17:00220데이터 미집계60000교재비 및 재료비 별도666-2541,3,52023-07-28 10:242023-08-31 15:47Y56363데이터 미집계데이터 미집계
409CRS_0000000274909520239고전무용 초급A4층 제10강의실2023-09-04 09:002023-09-10 18:002023-09-042023-11-2613:00~14:50220데이터 미집계60000교재비 및 재료비 별도666-2541,3,52023-07-28 10:242023-08-31 15:45Y56364데이터 미집계데이터 미집계
410CRS_0000000274929520239국선도(단전호흡) B반2층 제1강의실2023-09-04 09:002023-09-10 18:002023-09-042023-11-2616:30~18:20220데이터 미집계60000교재비 및 재료비 별도666-2541,3,52023-07-28 10:242023-08-31 15:44Y56365데이터 미집계데이터 미집계
411CRS_0000000274949520239국선도(단전호흡) A반2층 제1강의실2023-09-04 09:002023-09-10 18:002023-09-042023-11-2610:00~11:50220데이터 미집계60000교재비 및 재료비 별도666-2541,3,52023-07-28 10:242023-08-31 15:44Y56366데이터 미집계데이터 미집계