Overview

Dataset statistics

Number of variables13
Number of observations95
Missing cells58
Missing cells (%)4.7%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory9.9 KiB
Average record size in memory106.4 B

Variable types

Numeric1
Text4
Categorical8

Dataset

Description인천광역시 남동구 공휴일진료병원현황에 대한 데이터로 연번, 병원명, 대표전화, 소재지주소, 월~일요일 진료시간, 공휴일 진료시간 항목을 개방합니다.
Author인천광역시 남동구
URLhttps://data.incheon.go.kr/findData/publicDataDetail?dataId=15067999&srcSe=7661IVAWM27C61E190

Alerts

수요일 진료시간 is highly overall correlated with 월요일 진료시간 and 3 other fieldsHigh correlation
금요일 진료시간 is highly overall correlated with 월요일 진료시간 and 3 other fieldsHigh correlation
화요일 진료시간 is highly overall correlated with 월요일 진료시간 and 4 other fieldsHigh correlation
목요일 진료시간 is highly overall correlated with 월요일 진료시간 and 4 other fieldsHigh correlation
월요일 진료시간 is highly overall correlated with 화요일 진료시간 and 3 other fieldsHigh correlation
토요일 진료시간 is highly overall correlated with 목요일 진료시간 and 1 other fieldsHigh correlation
공휴일 진료시간 is highly overall correlated with 화요일 진료시간 and 1 other fieldsHigh correlation
일요일 진료시간 has 58 (61.1%) missing valuesMissing
연번 has unique valuesUnique
병원명 has unique valuesUnique
대표전화 has unique valuesUnique

Reproduction

Analysis started2024-01-28 13:26:58.221266
Analysis finished2024-01-28 13:26:59.651034
Duration1.43 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

UNIQUE 

Distinct95
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean48
Minimum1
Maximum95
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size987.0 B
2024-01-28T22:27:00.004542image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile5.7
Q124.5
median48
Q371.5
95-th percentile90.3
Maximum95
Range94
Interquartile range (IQR)47

Descriptive statistics

Standard deviation27.568098
Coefficient of variation (CV)0.57433536
Kurtosis-1.2
Mean48
Median Absolute Deviation (MAD)24
Skewness0
Sum4560
Variance760
MonotonicityStrictly increasing
2024-01-28T22:27:00.121484image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
1.1%
2 1
 
1.1%
71 1
 
1.1%
70 1
 
1.1%
69 1
 
1.1%
68 1
 
1.1%
67 1
 
1.1%
66 1
 
1.1%
65 1
 
1.1%
64 1
 
1.1%
Other values (85) 85
89.5%
ValueCountFrequency (%)
1 1
1.1%
2 1
1.1%
3 1
1.1%
4 1
1.1%
5 1
1.1%
6 1
1.1%
7 1
1.1%
8 1
1.1%
9 1
1.1%
10 1
1.1%
ValueCountFrequency (%)
95 1
1.1%
94 1
1.1%
93 1
1.1%
92 1
1.1%
91 1
1.1%
90 1
1.1%
89 1
1.1%
88 1
1.1%
87 1
1.1%
86 1
1.1%

병원명
Text

UNIQUE 

Distinct95
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size892.0 B
2024-01-28T22:27:00.311984image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length17
Median length15
Mean length7.9894737
Min length4

Characters and Unicode

Total characters759
Distinct characters159
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

Unique95 ?
Unique (%)100.0%

Sample

1st row차한의원
2nd row논현메디칼정형외과의원
3rd row청구경희한의원
4th row닥터에버스의원
5th row딸기소아청소년과의원
ValueCountFrequency (%)
차한의원 1
 
1.0%
남동성심의원 1
 
1.0%
고영식내과의원 1
 
1.0%
경희한의원 1
 
1.0%
한음한방신경정신과한의원 1
 
1.0%
남동성모외과의원 1
 
1.0%
만수제일한의원 1
 
1.0%
침맥한의원 1
 
1.0%
재생한의원 1
 
1.0%
바른한의원 1
 
1.0%
Other values (86) 86
89.6%
2024-01-28T22:27:00.626120image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
원 99
 
13.0%
의 93
 
12.3%
과 49
 
6.5%
한 45
 
5.9%
소 30
 
4.0%
아 21
 
2.8%
청 16
 
2.1%
인 16
 
2.1%
이 16
 
2.1%
년 14
 
1.8%
Other values (149) 360
47.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 751
98.9%
Decimal Number 3
 
0.4%
Uppercase Letter 1
 
0.1%
Close Punctuation 1
 
0.1%
Lowercase Letter 1
 
0.1%
Open Punctuation 1
 
0.1%
Space Separator 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
원 99
 
13.2%
의 93
 
12.4%
과 49
 
6.5%
한 45
 
6.0%
소 30
 
4.0%
아 21
 
2.8%
청 16
 
2.1%
인 16
 
2.1%
이 16
 
2.1%
년 14
 
1.9%
Other values (141) 352
46.9%
Decimal Number
ValueCountFrequency (%)
5 1
33.3%
6 1
33.3%
3 1
33.3%
Uppercase Letter
ValueCountFrequency (%)
K 1
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%
Lowercase Letter
ValueCountFrequency (%)
i 1
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%
Space Separator
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 751
98.9%
Common 6
 
0.8%
Latin 2
 
0.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
원 99
 
13.2%
의 93
 
12.4%
과 49
 
6.5%
한 45
 
6.0%
소 30
 
4.0%
아 21
 
2.8%
청 16
 
2.1%
인 16
 
2.1%
이 16
 
2.1%
년 14
 
1.9%
Other values (141) 352
46.9%
Common
ValueCountFrequency (%)
5 1
16.7%
6 1
16.7%
3 1
16.7%
) 1
16.7%
( 1
16.7%
1
16.7%
Latin
ValueCountFrequency (%)
K 1
50.0%
i 1
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 751
98.9%
ASCII 8
 
1.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
원 99
 
13.2%
의 93
 
12.4%
과 49
 
6.5%
한 45
 
6.0%
소 30
 
4.0%
아 21
 
2.8%
청 16
 
2.1%
인 16
 
2.1%
이 16
 
2.1%
년 14
 
1.9%
Other values (141) 352
46.9%
ASCII
ValueCountFrequency (%)
5 1
12.5%
K 1
12.5%
6 1
12.5%
3 1
12.5%
) 1
12.5%
i 1
12.5%
( 1
12.5%
1
12.5%

업무구분
Categorical

Distinct5
Distinct (%)5.3%
Missing0
Missing (%)0.0%
Memory size892.0 B
의원
51 
한의원
38 
한방병원
 
3
치과의원
 
2
병원
 
1

Length

Max length4
Median length2
Mean length2.5052632
Min length2

Unique

Unique1 ?
Unique (%)1.1%

Sample

1st row한의원
2nd row의원
3rd row한의원
4th row의원
5th row의원

Common Values

ValueCountFrequency (%)
의원 51
53.7%
한의원 38
40.0%
한방병원 3
 
3.2%
치과의원 2
 
2.1%
병원 1
 
1.1%

Length

2024-01-28T22:27:00.744955image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-28T22:27:00.843892image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
의원 51
53.7%
한의원 38
40.0%
한방병원 3
 
3.2%
치과의원 2
 
2.1%
병원 1
 
1.1%

대표전화
Text

UNIQUE 

Distinct95
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size892.0 B
2024-01-28T22:27:01.056317image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length12
Mean length11.968421
Min length9

Characters and Unicode

Total characters1137
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

Unique95 ?
Unique (%)100.0%

Sample

1st row032-466-4663
2nd row032-446-9700
3rd row032-423-1275
4th row032-425-2010
5th row032-435-4275
ValueCountFrequency (%)
032-466-4663 1
 
1.1%
032-471-8575 1
 
1.1%
032-422-6891 1
 
1.1%
032-468-7582 1
 
1.1%
032-421-8576 1
 
1.1%
032-465-6342 1
 
1.1%
032-269-1075 1
 
1.1%
032-858-7533 1
 
1.1%
032-464-1688 1
 
1.1%
032-719-7107 1
 
1.1%
Other values (85) 85
89.5%
2024-01-28T22:27:01.409439image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 189
16.6%
3 162
14.2%
2 160
14.1%
0 149
13.1%
4 124
10.9%
7 87
7.7%
5 76
6.7%
1 66
 
5.8%
6 55
 
4.8%
8 42
 
3.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 948
83.4%
Dash Punctuation 189
 
16.6%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
3 162
17.1%
2 160
16.9%
0 149
15.7%
4 124
13.1%
7 87
9.2%
5 76
8.0%
1 66
7.0%
6 55
 
5.8%
8 42
 
4.4%
9 27
 
2.8%
Dash Punctuation
ValueCountFrequency (%)
- 189
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1137
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 189
16.6%
3 162
14.2%
2 160
14.1%
0 149
13.1%
4 124
10.9%
7 87
7.7%
5 76
6.7%
1 66
 
5.8%
6 55
 
4.8%
8 42
 
3.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1137
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 189
16.6%
3 162
14.2%
2 160
14.1%
0 149
13.1%
4 124
10.9%
7 87
7.7%
5 76
6.7%
1 66
 
5.8%
6 55
 
4.8%
8 42
 
3.7%

소재지주소
Text

Distinct93
Distinct (%)97.9%
Missing0
Missing (%)0.0%
Memory size892.0 B
2024-01-28T22:27:01.669739image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length62
Median length43
Mean length34.810526
Min length17

Characters and Unicode

Total characters3307
Distinct characters144
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

Unique91 ?
Unique (%)95.8%

Sample

1st row인천광역시 남동구 서창남순환로 223, A동 5층 506호 (서창동, 아페리온)
2nd row인천광역시 남동구 남동대로370번길 113, 2층,3층 (논현동)
3rd row인천광역시 남동구 청능대로 581, 301호 (논현동, 광성프라자)
4th row인천광역시 남동구 인하로507번길 24, 3층전부, 4층일부, 6층전부호 (구월동)
5th row인천광역시 남동구 앵고개로847번길 64, 3층 302호 (논현동, 골든프라자)
ValueCountFrequency (%)
인천광역시 95
 
15.1%
남동구 95
 
15.1%
구월동 33
 
5.2%
논현동 20
 
3.2%
만수동 18
 
2.9%
3층 13
 
2.1%
2층 11
 
1.7%
논고개로 11
 
1.7%
간석동 8
 
1.3%
호구포로 7
 
1.1%
Other values (216) 319
50.6%
2024-01-28T22:27:02.077400image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
535
 
16.2%
동 189
 
5.7%
, 151
 
4.6%
구 143
 
4.3%
인 115
 
3.5%
남 113
 
3.4%
시 97
 
2.9%
로 96
 
2.9%
광 96
 
2.9%
천 95
 
2.9%
Other values (134) 1677
50.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1843
55.7%
Decimal Number 597
 
18.1%
Space Separator 535
 
16.2%
Other Punctuation 152
 
4.6%
Close Punctuation 84
 
2.5%
Open Punctuation 84
 
2.5%
Uppercase Letter 7
 
0.2%
Math Symbol 5
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 189
 
10.3%
구 143
 
7.8%
인 115
 
6.2%
남 113
 
6.1%
시 97
 
5.3%
로 96
 
5.2%
광 96
 
5.2%
천 95
 
5.2%
역 95
 
5.2%
호 71
 
3.9%
Other values (112) 733
39.8%
Decimal Number
ValueCountFrequency (%)
0 94
15.7%
3 94
15.7%
1 93
15.6%
2 79
13.2%
4 62
10.4%
5 51
8.5%
7 40
6.7%
6 33
 
5.5%
8 28
 
4.7%
9 23
 
3.9%
Uppercase Letter
ValueCountFrequency (%)
A 2
28.6%
G 1
14.3%
C 1
14.3%
V 1
14.3%
S 1
14.3%
J 1
14.3%
Other Punctuation
ValueCountFrequency (%)
, 151
99.3%
. 1
 
0.7%
Space Separator
ValueCountFrequency (%)
535
100.0%
Close Punctuation
ValueCountFrequency (%)
) 84
100.0%
Open Punctuation
ValueCountFrequency (%)
( 84
100.0%
Math Symbol
ValueCountFrequency (%)
~ 5
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1843
55.7%
Common 1457
44.1%
Latin 7
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 189
 
10.3%
구 143
 
7.8%
인 115
 
6.2%
남 113
 
6.1%
시 97
 
5.3%
로 96
 
5.2%
광 96
 
5.2%
천 95
 
5.2%
역 95
 
5.2%
호 71
 
3.9%
Other values (112) 733
39.8%
Common
ValueCountFrequency (%)
535
36.7%
, 151
 
10.4%
0 94
 
6.5%
3 94
 
6.5%
1 93
 
6.4%
) 84
 
5.8%
( 84
 
5.8%
2 79
 
5.4%
4 62
 
4.3%
5 51
 
3.5%
Other values (6) 130
 
8.9%
Latin
ValueCountFrequency (%)
A 2
28.6%
G 1
14.3%
C 1
14.3%
V 1
14.3%
S 1
14.3%
J 1
14.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1843
55.7%
ASCII 1464
44.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
535
36.5%
, 151
 
10.3%
0 94
 
6.4%
3 94
 
6.4%
1 93
 
6.4%
) 84
 
5.7%
( 84
 
5.7%
2 79
 
5.4%
4 62
 
4.2%
5 51
 
3.5%
Other values (12) 137
 
9.4%
Hangul
ValueCountFrequency (%)
동 189
 
10.3%
구 143
 
7.8%
인 115
 
6.2%
남 113
 
6.1%
시 97
 
5.3%
로 96
 
5.2%
광 96
 
5.2%
천 95
 
5.2%
역 95
 
5.2%
호 71
 
3.9%
Other values (112) 733
39.8%

월요일 진료시간
Categorical

HIGH CORRELATION 

Distinct33
Distinct (%)34.7%
Missing0
Missing (%)0.0%
Memory size892.0 B
09:00~19:00
20 
09:00~20:00
10 
09:00~21:00
8 
09:30~19:00
8 
09:00~18:00
5 
Other values (28)
44 

Length

Max length11
Median length11
Mean length10.926316
Min length4

Unique

Unique18 ?
Unique (%)18.9%

Sample

1st row09:30~20:30
2nd row09:00~19:00
3rd row10:00~21:00
4th row10:30~20:30
5th row09:00~19:00

Common Values

ValueCountFrequency (%)
09:00~19:00 20
21.1%
09:00~20:00 10
 
10.5%
09:00~21:00 8
 
8.4%
09:30~19:00 8
 
8.4%
09:00~18:00 5
 
5.3%
09:30~18:30 4
 
4.2%
09:30~19:30 3
 
3.2%
08:30~19:00 3
 
3.2%
09:00~19:30 3
 
3.2%
11:00~21:00 3
 
3.2%
Other values (23) 28
29.5%

Length

2024-01-28T22:27:02.198004image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
09:00~19:00 20
21.1%
09:00~20:00 10
 
10.5%
09:00~21:00 8
 
8.4%
09:30~19:00 8
 
8.4%
09:00~18:00 5
 
5.3%
09:30~18:30 4
 
4.2%
09:30~19:30 3
 
3.2%
08:30~19:00 3
 
3.2%
09:00~19:30 3
 
3.2%
11:00~21:00 3
 
3.2%
Other values (23) 28
29.5%

화요일 진료시간
Categorical

HIGH CORRELATION 

Distinct33
Distinct (%)34.7%
Missing0
Missing (%)0.0%
Memory size892.0 B
09:00~19:00
20 
09:00~20:00
8 
09:00~21:00
8 
09:30~19:00
8 
09:00~18:00
6 
Other values (28)
45 

Length

Max length11
Median length11
Mean length10.926316
Min length4

Unique

Unique18 ?
Unique (%)18.9%

Sample

1st row09:30~19:00
2nd row09:00~19:00
3rd row10:00~21:00
4th row10:30~20:30
5th row09:00~19:00

Common Values

ValueCountFrequency (%)
09:00~19:00 20
21.1%
09:00~20:00 8
 
8.4%
09:00~21:00 8
 
8.4%
09:30~19:00 8
 
8.4%
09:00~18:00 6
 
6.3%
09:30~18:30 4
 
4.2%
09:00~19:30 3
 
3.2%
09:30~19:30 3
 
3.2%
11:00~21:00 3
 
3.2%
10:00~20:00 3
 
3.2%
Other values (23) 29
30.5%

Length

2024-01-28T22:27:02.302820image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
09:00~19:00 20
21.1%
09:00~21:00 8
 
8.4%
09:30~19:00 8
 
8.4%
09:00~20:00 8
 
8.4%
09:00~18:00 6
 
6.3%
09:30~18:30 4
 
4.2%
09:00~19:30 3
 
3.2%
09:30~19:30 3
 
3.2%
11:00~21:00 3
 
3.2%
10:00~20:00 3
 
3.2%
Other values (23) 29
30.5%

수요일 진료시간
Categorical

HIGH CORRELATION 

Distinct34
Distinct (%)35.8%
Missing0
Missing (%)0.0%
Memory size892.0 B
09:00~19:00
20 
09:00~20:00
10 
09:00~21:00
7 
09:00~18:00
5 
09:30~19:00
5 
Other values (29)
48 

Length

Max length11
Median length11
Mean length10.926316
Min length4

Unique

Unique18 ?
Unique (%)18.9%

Sample

1st row09:30~20:30
2nd row09:00~19:00
3rd row10:00~21:00
4th row10:30~20:30
5th row09:00~19:00

Common Values

ValueCountFrequency (%)
09:00~19:00 20
21.1%
09:00~20:00 10
 
10.5%
09:00~21:00 7
 
7.4%
09:00~18:00 5
 
5.3%
09:30~19:00 5
 
5.3%
09:30~18:30 5
 
5.3%
11:00~21:00 3
 
3.2%
09:30~19:30 3
 
3.2%
08:30~19:00 3
 
3.2%
10:00~20:00 3
 
3.2%
Other values (24) 31
32.6%

Length

2024-01-28T22:27:02.408555image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
09:00~19:00 20
21.1%
09:00~20:00 10
 
10.5%
09:00~21:00 7
 
7.4%
09:00~18:00 5
 
5.3%
09:30~19:00 5
 
5.3%
09:30~18:30 5
 
5.3%
11:00~21:00 3
 
3.2%
09:30~19:30 3
 
3.2%
08:30~19:00 3
 
3.2%
10:00~20:00 3
 
3.2%
Other values (24) 31
32.6%

목요일 진료시간
Categorical

HIGH CORRELATION 

Distinct36
Distinct (%)37.9%
Missing0
Missing (%)0.0%
Memory size892.0 B
09:00~19:00
19 
09:00~20:00
9 
09:00~21:00
8 
09:30~19:00
7 
09:00~18:00
6 
Other values (31)
46 

Length

Max length11
Median length11
Mean length10.557895
Min length4

Unique

Unique22 ?
Unique (%)23.2%

Sample

1st row09:30~19:00
2nd row09:00~19:00
3rd row10:00~21:00
4th row10:30~20:30
5th row09:00~19:00

Common Values

ValueCountFrequency (%)
09:00~19:00 19
20.0%
09:00~20:00 9
 
9.5%
09:00~21:00 8
 
8.4%
09:30~19:00 7
 
7.4%
09:00~18:00 6
 
6.3%
<NA> 6
 
6.3%
08:30~19:00 3
 
3.2%
09:00~19:30 3
 
3.2%
09:30~20:00 2
 
2.1%
09:30~18:30 2
 
2.1%
Other values (26) 30
31.6%

Length

2024-01-28T22:27:02.538248image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
09:00~19:00 19
20.0%
09:00~20:00 9
 
9.5%
09:00~21:00 8
 
8.4%
09:30~19:00 7
 
7.4%
09:00~18:00 6
 
6.3%
na 6
 
6.3%
08:30~19:00 3
 
3.2%
09:00~19:30 3
 
3.2%
09:30~19:30 2
 
2.1%
10:00~20:00 2
 
2.1%
Other values (26) 30
31.6%

금요일 진료시간
Categorical

HIGH CORRELATION 

Distinct31
Distinct (%)32.6%
Missing0
Missing (%)0.0%
Memory size892.0 B
09:00~19:00
20 
09:00~20:00
10 
09:00~21:00
8 
09:30~19:00
8 
09:00~18:00
5 
Other values (26)
44 

Length

Max length11
Median length11
Mean length11
Min length11

Unique

Unique14 ?
Unique (%)14.7%

Sample

1st row09:30~20:30
2nd row09:00~19:00
3rd row10:00~21:00
4th row10:30~20:30
5th row09:00~19:00

Common Values

ValueCountFrequency (%)
09:00~19:00 20
21.1%
09:00~20:00 10
 
10.5%
09:00~21:00 8
 
8.4%
09:30~19:00 8
 
8.4%
09:00~18:00 5
 
5.3%
09:30~18:30 4
 
4.2%
11:00~21:00 3
 
3.2%
09:00~19:30 3
 
3.2%
08:30~19:00 3
 
3.2%
09:30~19:30 3
 
3.2%
Other values (21) 28
29.5%

Length

2024-01-28T22:27:02.635442image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
09:00~19:00 20
21.1%
09:00~20:00 10
 
10.5%
09:00~21:00 8
 
8.4%
09:30~19:00 8
 
8.4%
09:00~18:00 5
 
5.3%
09:30~18:30 4
 
4.2%
11:00~21:00 3
 
3.2%
09:00~19:30 3
 
3.2%
08:30~19:00 3
 
3.2%
09:30~19:30 3
 
3.2%
Other values (21) 28
29.5%

토요일 진료시간
Categorical

HIGH CORRELATION 

Distinct32
Distinct (%)33.7%
Missing0
Missing (%)0.0%
Memory size892.0 B
09:00~16:00
19 
09:00~14:00
11 
09:00~15:00
10 
09:30~16:00
7 
09:30~14:00
5 
Other values (27)
43 

Length

Max length11
Median length11
Mean length10.926316
Min length4

Unique

Unique18 ?
Unique (%)18.9%

Sample

1st row09:30~14:00
2nd row09:00~14:00
3rd row10:00~16:00
4th row09:30~16:00
5th row09:00~14:00

Common Values

ValueCountFrequency (%)
09:00~16:00 19
20.0%
09:00~14:00 11
11.6%
09:00~15:00 10
 
10.5%
09:30~16:00 7
 
7.4%
09:30~14:00 5
 
5.3%
09:00~13:00 4
 
4.2%
09:00~17:00 4
 
4.2%
10:00~15:00 3
 
3.2%
10:00~16:00 3
 
3.2%
09:30~13:00 3
 
3.2%
Other values (22) 26
27.4%

Length

2024-01-28T22:27:02.737204image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
09:00~16:00 19
20.0%
09:00~14:00 11
11.6%
09:00~15:00 10
 
10.5%
09:30~16:00 7
 
7.4%
09:30~14:00 5
 
5.3%
09:00~13:00 4
 
4.2%
09:00~17:00 4
 
4.2%
10:00~15:00 3
 
3.2%
10:00~16:00 3
 
3.2%
09:30~13:00 3
 
3.2%
Other values (22) 26
27.4%

일요일 진료시간
Text

MISSING 

Distinct20
Distinct (%)54.1%
Missing58
Missing (%)61.1%
Memory size892.0 B
2024-01-28T22:27:02.880330image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length11
Median length11
Mean length11
Min length11

Characters and Unicode

Total characters407
Distinct characters11
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique15 ?
Unique (%)40.5%

Sample

1st row10:00~16:00
2nd row09:00~13:00
3rd row10:00~13:00
4th row10:00~13:00
5th row09:00~15:00
ValueCountFrequency (%)
09:00~13:00 11
29.7%
10:00~13:00 4
 
10.8%
09:00~16:00 3
 
8.1%
09:00~15:00 2
 
5.4%
08:30~14:00 2
 
5.4%
09:00~19:00 1
 
2.7%
09:30~16:00 1
 
2.7%
08:30~13:00 1
 
2.7%
09:40~13:00 1
 
2.7%
10:00~20:30 1
 
2.7%
Other values (10) 10
27.0%
2024-01-28T22:27:03.131408image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 177
43.5%
: 74
18.2%
1 43
 
10.6%
~ 37
 
9.1%
3 26
 
6.4%
9 25
 
6.1%
8 8
 
2.0%
4 6
 
1.5%
6 5
 
1.2%
2 4
 
1.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 296
72.7%
Other Punctuation 74
 
18.2%
Math Symbol 37
 
9.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 177
59.8%
1 43
 
14.5%
3 26
 
8.8%
9 25
 
8.4%
8 8
 
2.7%
4 6
 
2.0%
6 5
 
1.7%
2 4
 
1.4%
5 2
 
0.7%
Other Punctuation
ValueCountFrequency (%)
: 74
100.0%
Math Symbol
ValueCountFrequency (%)
~ 37
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 407
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 177
43.5%
: 74
18.2%
1 43
 
10.6%
~ 37
 
9.1%
3 26
 
6.4%
9 25
 
6.1%
8 8
 
2.0%
4 6
 
1.5%
6 5
 
1.2%
2 4
 
1.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 407
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 177
43.5%
: 74
18.2%
1 43
 
10.6%
~ 37
 
9.1%
3 26
 
6.4%
9 25
 
6.1%
8 8
 
2.0%
4 6
 
1.5%
6 5
 
1.2%
2 4
 
1.0%

공휴일 진료시간
Categorical

HIGH CORRELATION 

Distinct35
Distinct (%)36.8%
Missing0
Missing (%)0.0%
Memory size892.0 B
09:00~13:00
27 
09:30~13:00
7 
10:00~13:00
6 
09:00~15:00
 
4
09:00~16:00
 
4
Other values (30)
47 

Length

Max length11
Median length11
Mean length11
Min length11

Unique

Unique18 ?
Unique (%)18.9%

Sample

1st row09:30~15:00
2nd row09:00~13:00
3rd row10:00~16:00
4th row10:30~20:30
5th row09:00~13:00

Common Values

ValueCountFrequency (%)
09:00~13:00 27
28.4%
09:30~13:00 7
 
7.4%
10:00~13:00 6
 
6.3%
09:00~15:00 4
 
4.2%
09:00~16:00 4
 
4.2%
09:00~14:00 3
 
3.2%
09:30~15:00 3
 
3.2%
09:00~18:00 3
 
3.2%
10:00~16:00 3
 
3.2%
09:30~17:00 3
 
3.2%
Other values (25) 32
33.7%

Length

2024-01-28T22:27:03.239983image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
09:00~13:00 27
28.4%
09:30~13:00 7
 
7.4%
10:00~13:00 6
 
6.3%
09:00~15:00 4
 
4.2%
09:00~16:00 4
 
4.2%
09:00~14:00 3
 
3.2%
09:30~15:00 3
 
3.2%
09:00~18:00 3
 
3.2%
10:00~16:00 3
 
3.2%
09:30~17:00 3
 
3.2%
Other values (25) 32
33.7%

Interactions

2024-01-28T22:26:59.324529image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-01-28T22:27:03.313679image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번병원명업무구분대표전화소재지주소월요일 진료시간화요일 진료시간수요일 진료시간목요일 진료시간금요일 진료시간토요일 진료시간일요일 진료시간공휴일 진료시간
연번1.0001.0000.5531.0000.9730.6320.5510.6210.6340.6380.1700.0000.509
병원명1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
업무구분0.5531.0001.0001.0000.9880.6780.6970.6680.6560.6960.8300.9880.815
대표전화1.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
소재지주소0.9731.0000.9881.0001.0000.9990.9990.9860.9991.0000.9951.0000.999
월요일 진료시간0.6321.0000.6781.0000.9991.0000.9990.9970.9941.0000.9030.8730.935
화요일 진료시간0.5511.0000.6971.0000.9990.9991.0000.9951.0000.9950.9350.9200.944
수요일 진료시간0.6211.0000.6681.0000.9860.9970.9951.0000.9930.9980.9260.8750.931
목요일 진료시간0.6341.0000.6561.0000.9990.9941.0000.9931.0000.9950.9580.9190.944
금요일 진료시간0.6381.0000.6961.0001.0001.0000.9950.9980.9951.0000.9440.8730.938
토요일 진료시간0.1701.0000.8301.0000.9950.9030.9350.9260.9580.9441.0000.9760.961
일요일 진료시간0.0001.0000.9881.0001.0000.8730.9200.8750.9190.8730.9761.0001.000
공휴일 진료시간0.5091.0000.8151.0000.9990.9350.9440.9310.9440.9380.9611.0001.000
2024-01-28T22:27:03.442097image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
업무구분수요일 진료시간토요일 진료시간금요일 진료시간공휴일 진료시간화요일 진료시간목요일 진료시간월요일 진료시간
업무구분1.0000.3180.4790.3460.4100.3460.2720.330
수요일 진료시간0.3181.0000.4600.9360.4650.8610.8280.911
토요일 진료시간0.4790.4601.0000.4190.5630.4920.5400.415
금요일 진료시간0.3460.9360.4191.0000.4800.8760.8490.978
공휴일 진료시간0.4100.4650.5630.4801.0000.5050.4950.477
화요일 진료시간0.3460.8610.4920.8760.5051.0000.9560.882
목요일 진료시간0.2720.8280.5400.8490.4950.9561.0000.840
월요일 진료시간0.3300.9110.4150.9780.4770.8820.8401.000
2024-01-28T22:27:03.547803image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번업무구분월요일 진료시간화요일 진료시간수요일 진료시간목요일 진료시간금요일 진료시간토요일 진료시간공휴일 진료시간
연번1.0000.2520.2330.1870.2240.2160.2380.0000.155
업무구분0.2521.0000.3300.3460.3180.2720.3460.4790.410
월요일 진료시간0.2330.3301.0000.8820.9110.8400.9780.4150.477
화요일 진료시간0.1870.3460.8821.0000.8610.9560.8760.4920.505
수요일 진료시간0.2240.3180.9110.8611.0000.8280.9360.4600.465
목요일 진료시간0.2160.2720.8400.9560.8281.0000.8490.5400.495
금요일 진료시간0.2380.3460.9780.8760.9360.8491.0000.4190.480
토요일 진료시간0.0000.4790.4150.4920.4600.5400.4191.0000.563
공휴일 진료시간0.1550.4100.4770.5050.4650.4950.4800.5631.000

Missing values

2024-01-28T22:26:59.421942image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-01-28T22:26:59.588334image/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

연번병원명업무구분대표전화소재지주소월요일 진료시간화요일 진료시간수요일 진료시간목요일 진료시간금요일 진료시간토요일 진료시간일요일 진료시간공휴일 진료시간
01차한의원한의원032-466-4663인천광역시 남동구 서창남순환로 223, A동 5층 506호 (서창동, 아페리온)09:30~20:3009:30~19:0009:30~20:3009:30~19:0009:30~20:3009:30~14:00<NA>09:30~15:00
12논현메디칼정형외과의원의원032-446-9700인천광역시 남동구 남동대로370번길 113, 2층,3층 (논현동)09:00~19:0009:00~19:0009:00~19:0009:00~19:0009:00~19:0009:00~14:00<NA>09:00~13:00
23청구경희한의원한의원032-423-1275인천광역시 남동구 청능대로 581, 301호 (논현동, 광성프라자)10:00~21:0010:00~21:0010:00~21:0010:00~21:0010:00~21:0010:00~16:0010:00~16:0010:00~16:00
34닥터에버스의원의원032-425-2010인천광역시 남동구 인하로507번길 24, 3층전부, 4층일부, 6층전부호 (구월동)10:30~20:3010:30~20:3010:30~20:3010:30~20:3010:30~20:3009:30~16:00<NA>10:30~20:30
45딸기소아청소년과의원의원032-435-4275인천광역시 남동구 앵고개로847번길 64, 3층 302호 (논현동, 골든프라자)09:00~19:0009:00~19:0009:00~19:0009:00~19:0009:00~19:0009:00~14:00<NA>09:00~13:00
56논현탑내과의원의원032-433-1175인천광역시 남동구 논고개로 61, 4층 403호 (논현동, 라피에스타)08:30~19:0008:30~19:0008:30~19:0008:30~19:0008:30~19:0009:00~16:0009:00~13:0009:00~13:00
67로앤산부인과의원의원032-568-5000인천광역시 남동구 인하로 4975, 9층일부호 (구월동, 푸른세상안과빌딩)09:00~21:0009:00~21:0009:00~21:0009:00~21:0009:00~21:0009:00~19:00<NA>09:00~13:00
78아이미즈산부인과의원의원032-463-7600인천광역시 남동구 백범로 179, 1~4층 (만수동)09:00~19:0009:00~19:0009:00~19:0009:00~19:0009:00~19:0009:00~16:0010:00~13:0010:00~13:00
89서울수피부과의원의원032-424-7975인천광역시 남동구 성말로13번길 15, 메인프라자 406호 (구월동)10:00~19:0010:00~19:0010:00~20:0010:00~19:0010:00~19:0010:00~16:00<NA>10:00~13:00
910새봄한의원한의원032-435-2500인천광역시 남동구 문화서로4번길 18, 1층 (구월동)10:00~17:0010:00~17:0010:00~17:0010:00~17:0010:00~17:0010:00~15:00<NA>10:00~15:00
연번병원명업무구분대표전화소재지주소월요일 진료시간화요일 진료시간수요일 진료시간목요일 진료시간금요일 진료시간토요일 진료시간일요일 진료시간공휴일 진료시간
8586다올한의원한의원032-441-7585인천광역시 남동구 인하로489번길 10, 402호 (구월동, 프라자시티)10:00~18:0010:00~20:0010:00~18:0010:00~20:0010:00~18:0010:00~16:00<NA>10:00~16:00
8687논현우리한의원한의원032-438-1675인천광역시 남동구 청능대로 583, (논현동)09:00~19:0009:00~19:0009:00~19:0009:00~19:0009:00~19:0009:00~17:00<NA>09:00~13:00
8788경희수한의원한의원032-424-1075인천광역시 남동구 백범로 322, 5층일부 (간석동)09:00~18:3009:00~18:3009:00~18:3009:00~18:3009:00~18:3009:00~16:00<NA>09:00~13:30
8889성재한의원한의원032-461-7117인천광역시 남동구 만수로 1, (만수동)10:00~18:0010:00~18:0010:00~18:0010:00~18:0010:00~18:0010:00~15:0010:00~13:0010:00~16:00
8990태백한의원한의원032-467-1075인천광역시 남동구 백범로124번길 7, 나동 205호 (만수동, 만수주공상가)09:30~19:0009:30~19:0009:30~19:0009:30~19:0009:30~19:0009:30~14:00<NA>09:30~14:00
9091꿈나무들소아청소년과의원의원032-473-7585인천광역시 남동구 구월로 212, 2층 206호 (구월동, 힐캐슬프라자)08:30~18:3008:30~18:3008:30~13:3008:30~18:3008:30~18:3009:00~13:30<NA>09:00~13:30
9192경희수세보원한의원한의원032-461-1617인천광역시 남동구 구월남로 194, 3층 전체호 (구월동)09:30~19:0009:30~20:3009:30~19:0009:30~20:3009:30~19:0009:30~16:00<NA>09:30~13:00
9293호구포한의원한의원032-432-1101인천광역시 남동구 논현로 42, 3층 304호, 303호일부호 (논현동, 제일프라자)09:30~19:0009:30~19:0009:30~19:0009:30~19:0009:30~19:0009:30~16:00<NA>09:30~13:00
9394튼튼경희한의원한의원032-428-9888인천광역시 남동구 인하로 613 더존프라자 2층09:00~20:3009:00~19:0009:30~18:3009:00~19:0009:30~19:0009:00~13:00<NA>09:30~17:00
9495휴한의원한의원032-429-9754인천광역시 남동구 인하로507번길 4, 4층 401일부호 (구월동)<NA>10:00~21:0010:00~19:0014:00~21:0010:00~19:0010:00~17:00<NA>10:00~14:00