Overview

Dataset statistics

Number of variables13
Number of observations406
Missing cells371
Missing cells (%)7.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory41.8 KiB
Average record size in memory105.3 B

Variable types

Numeric1
Text6
Categorical6

Dataset

Description해당 데이터는 인천광역시 남동구의 야간진료 병원현황에 관련된 자료로서, 인천광역시 남동구 야간진료 병원현황의 연번, 병원명, 업무구분, 대표전화, 주소, 월요일 진료, 화요일 진료, 수요일 진료, 목요일 진료, 금요일 진료, 토요일 진료, 일요일 진료, 공휴일 진료의 정보를 확인할 수 있다.
URLhttps://www.data.go.kr/data/15105983/fileData.do

Alerts

업무구분 is highly overall correlated with 금요일 진료 and 1 other fieldsHigh correlation
월요일 진료 is highly overall correlated with 화요일 진료 and 3 other fieldsHigh correlation
화요일 진료 is highly overall correlated with 월요일 진료 and 3 other fieldsHigh correlation
수요일 진료 is highly overall correlated with 월요일 진료 and 3 other fieldsHigh correlation
금요일 진료 is highly overall correlated with 업무구분 and 4 other fieldsHigh correlation
공휴일 진료 is highly overall correlated with 업무구분 and 4 other fieldsHigh correlation
공휴일 진료 is highly imbalanced (70.8%)Imbalance
목요일 진료 has 9 (2.2%) missing valuesMissing
일요일 진료 has 358 (88.2%) missing valuesMissing
연번 has unique valuesUnique

Reproduction

Analysis started2023-12-12 18:00:40.249246
Analysis finished2023-12-12 18:00:42.148839
Duration1.9 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

UNIQUE 

Distinct406
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean203.5
Minimum1
Maximum406
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size3.7 KiB
2023-12-13T03:00:42.223586image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile21.25
Q1102.25
median203.5
Q3304.75
95-th percentile385.75
Maximum406
Range405
Interquartile range (IQR)202.5

Descriptive statistics

Standard deviation117.34635
Coefficient of variation (CV)0.57664056
Kurtosis-1.2
Mean203.5
Median Absolute Deviation (MAD)101.5
Skewness0
Sum82621
Variance13770.167
MonotonicityStrictly increasing
2023-12-13T03:00:42.386385image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.2%
269 1
 
0.2%
279 1
 
0.2%
278 1
 
0.2%
277 1
 
0.2%
276 1
 
0.2%
275 1
 
0.2%
274 1
 
0.2%
273 1
 
0.2%
272 1
 
0.2%
Other values (396) 396
97.5%
ValueCountFrequency (%)
1 1
0.2%
2 1
0.2%
3 1
0.2%
4 1
0.2%
5 1
0.2%
6 1
0.2%
7 1
0.2%
8 1
0.2%
9 1
0.2%
10 1
0.2%
ValueCountFrequency (%)
406 1
0.2%
405 1
0.2%
404 1
0.2%
403 1
0.2%
402 1
0.2%
401 1
0.2%
400 1
0.2%
399 1
0.2%
398 1
0.2%
397 1
0.2%

병원명
Text

Distinct405
Distinct (%)99.8%
Missing0
Missing (%)0.0%
Memory size3.3 KiB
2023-12-13T03:00:42.646643image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length17
Median length15
Mean length7.5837438
Min length3

Characters and Unicode

Total characters3079
Distinct characters311
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

Unique404 ?
Unique (%)99.5%

Sample

1st row딸기소아청소년과의원
2nd row차한의원
3rd row으뜸한의원
4th row삼성메트로정형외과의원
5th row연세올리브마취통증의학과의원
ValueCountFrequency (%)
도원한의원 2
 
0.5%
참사랑의원 1
 
0.2%
서창한의원 1
 
0.2%
청강한의원 1
 
0.2%
바른이플란트치과의원 1
 
0.2%
서울바른정치과의원 1
 
0.2%
김성남한의원 1
 
0.2%
미래이비인후과의원 1
 
0.2%
한마음의원 1
 
0.2%
구월정형외과의원 1
 
0.2%
Other values (400) 400
97.3%
2023-12-13T03:00:42.992645image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
원 413
 
13.4%
의 412
 
13.4%
과 233
 
7.6%
한 134
 
4.4%
치 98
 
3.2%
이 56
 
1.8%
정 46
 
1.5%
세 43
 
1.4%
인 40
 
1.3%
외 38
 
1.2%
Other values (301) 1566
50.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 3044
98.9%
Decimal Number 11
 
0.4%
Lowercase Letter 7
 
0.2%
Uppercase Letter 6
 
0.2%
Space Separator 5
 
0.2%
Close Punctuation 3
 
0.1%
Open Punctuation 3
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
원 413
 
13.6%
의 412
 
13.5%
과 233
 
7.7%
한 134
 
4.4%
치 98
 
3.2%
이 56
 
1.8%
정 46
 
1.5%
세 43
 
1.4%
인 40
 
1.3%
외 38
 
1.2%
Other values (283) 1531
50.3%
Lowercase Letter
ValueCountFrequency (%)
e 2
28.6%
i 1
14.3%
c 1
14.3%
m 1
14.3%
r 1
14.3%
v 1
14.3%
Uppercase Letter
ValueCountFrequency (%)
S 2
33.3%
P 1
16.7%
N 1
16.7%
C 1
16.7%
K 1
16.7%
Decimal Number
ValueCountFrequency (%)
5 4
36.4%
3 3
27.3%
6 3
27.3%
4 1
 
9.1%
Space Separator
ValueCountFrequency (%)
5
100.0%
Close Punctuation
ValueCountFrequency (%)
) 3
100.0%
Open Punctuation
ValueCountFrequency (%)
( 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 3044
98.9%
Common 22
 
0.7%
Latin 13
 
0.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
원 413
 
13.6%
의 412
 
13.5%
과 233
 
7.7%
한 134
 
4.4%
치 98
 
3.2%
이 56
 
1.8%
정 46
 
1.5%
세 43
 
1.4%
인 40
 
1.3%
외 38
 
1.2%
Other values (283) 1531
50.3%
Latin
ValueCountFrequency (%)
S 2
15.4%
e 2
15.4%
i 1
7.7%
P 1
7.7%
N 1
7.7%
C 1
7.7%
K 1
7.7%
c 1
7.7%
m 1
7.7%
r 1
7.7%
Common
ValueCountFrequency (%)
5
22.7%
5 4
18.2%
) 3
13.6%
3 3
13.6%
6 3
13.6%
( 3
13.6%
4 1
 
4.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 3044
98.9%
ASCII 35
 
1.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
원 413
 
13.6%
의 412
 
13.5%
과 233
 
7.7%
한 134
 
4.4%
치 98
 
3.2%
이 56
 
1.8%
정 46
 
1.5%
세 43
 
1.4%
인 40
 
1.3%
외 38
 
1.2%
Other values (283) 1531
50.3%
ASCII
ValueCountFrequency (%)
5
14.3%
5 4
11.4%
) 3
 
8.6%
3 3
 
8.6%
6 3
 
8.6%
( 3
 
8.6%
S 2
 
5.7%
e 2
 
5.7%
i 1
 
2.9%
P 1
 
2.9%
Other values (8) 8
22.9%

업무구분
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)1.5%
Missing0
Missing (%)0.0%
Memory size3.3 KiB
응급의료기관 이외 > 의원
189 
응급의료기관 이외 > 한의원
113 
응급의료기관 이외 > 치과의원
91 
응급의료기관 이외 > 한방병원
 
8
응급의료기관 이외 > 병원
 
4

Length

Max length16
Median length15
Mean length14.770936
Min length14

Unique

Unique1 ?
Unique (%)0.2%

Sample

1st row응급의료기관 이외 > 의원
2nd row응급의료기관 이외 > 한의원
3rd row응급의료기관 이외 > 한의원
4th row응급의료기관 이외 > 의원
5th row응급의료기관 이외 > 의원

Common Values

ValueCountFrequency (%)
응급의료기관 이외 > 의원 189
46.6%
응급의료기관 이외 > 한의원 113
27.8%
응급의료기관 이외 > 치과의원 91
22.4%
응급의료기관 이외 > 한방병원 8
 
2.0%
응급의료기관 이외 > 병원 4
 
1.0%
응급의료기관 이외 > 요양병원 1
 
0.2%

Length

2023-12-13T03:00:43.137293image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T03:00:43.265267image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
응급의료기관 406
25.0%
이외 406
25.0%
406
25.0%
의원 189
11.6%
한의원 113
 
7.0%
치과의원 91
 
5.6%
한방병원 8
 
0.5%
병원 4
 
0.2%
요양병원 1
 
0.1%

대표전화
Text

Distinct402
Distinct (%)99.0%
Missing0
Missing (%)0.0%
Memory size3.3 KiB
2023-12-13T03:00:43.509054image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length11.928571
Min length9

Characters and Unicode

Total characters4843
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

Unique398 ?
Unique (%)98.0%

Sample

1st row032-435-4275
2nd row032-466-4663
3rd row032-464-3888
4th row032-424-4114
5th row032-428-0885
ValueCountFrequency (%)
032-428-9888 2
 
0.5%
032-429-7522 2
 
0.5%
032-434-7575 2
 
0.5%
032-434-7582 2
 
0.5%
032-433-0100 1
 
0.2%
032-865-0558 1
 
0.2%
032-473-3400 1
 
0.2%
032-719-7275 1
 
0.2%
032-465-7536 1
 
0.2%
032-425-8775 1
 
0.2%
Other values (392) 392
96.6%
2023-12-13T03:00:43.942487image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 802
16.6%
2 771
15.9%
3 655
13.5%
0 596
12.3%
4 496
10.2%
7 331
6.8%
5 294
 
6.1%
1 263
 
5.4%
8 262
 
5.4%
6 238
 
4.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 4041
83.4%
Dash Punctuation 802
 
16.6%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 771
19.1%
3 655
16.2%
0 596
14.7%
4 496
12.3%
7 331
8.2%
5 294
 
7.3%
1 263
 
6.5%
8 262
 
6.5%
6 238
 
5.9%
9 135
 
3.3%
Dash Punctuation
ValueCountFrequency (%)
- 802
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 4843
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 802
16.6%
2 771
15.9%
3 655
13.5%
0 596
12.3%
4 496
10.2%
7 331
6.8%
5 294
 
6.1%
1 263
 
5.4%
8 262
 
5.4%
6 238
 
4.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 4843
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 802
16.6%
2 771
15.9%
3 655
13.5%
0 596
12.3%
4 496
10.2%
7 331
6.8%
5 294
 
6.1%
1 263
 
5.4%
8 262
 
5.4%
6 238
 
4.9%

주소
Text

Distinct395
Distinct (%)97.3%
Missing0
Missing (%)0.0%
Memory size3.3 KiB
2023-12-13T03:00:44.261105image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length65
Median length52
Mean length34.837438
Min length16

Characters and Unicode

Total characters14144
Distinct characters244
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique387 ?
Unique (%)95.3%

Sample

1st row인천광역시 남동구 앵고개로847번길 64, 3층 302호 (논현동, 골든프라자)
2nd row인천광역시 남동구 서창남순환로 223, A동 5층 506호 (서창동, 아페리온)
3rd row인천광역시 남동구 구월로276번길 70, 2층 (구월동)
4th row인천광역시 남동구 구월로 376, 정은프라자 3층 301호 (만수동)
5th row인천광역시 남동구 남동대로 880, 올리브백화점 C동 3층 일부호 (간석동)
ValueCountFrequency (%)
인천광역시 406
 
15.1%
남동구 406
 
15.1%
구월동 149
 
5.6%
논현동 68
 
2.5%
2층 59
 
2.2%
만수동 56
 
2.1%
간석동 44
 
1.6%
논고개로 42
 
1.6%
3층 39
 
1.5%
4층 31
 
1.2%
Other values (584) 1384
51.6%
2023-12-13T03:00:44.678444image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2283
 
16.1%
동 821
 
5.8%
구 625
 
4.4%
, 612
 
4.3%
인 498
 
3.5%
남 491
 
3.5%
시 413
 
2.9%
천 413
 
2.9%
광 412
 
2.9%
역 410
 
2.9%
Other values (234) 7166
50.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 7912
55.9%
Decimal Number 2504
 
17.7%
Space Separator 2283
 
16.1%
Other Punctuation 616
 
4.4%
Close Punctuation 371
 
2.6%
Open Punctuation 371
 
2.6%
Dash Punctuation 41
 
0.3%
Math Symbol 24
 
0.2%
Uppercase Letter 22
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 821
 
10.4%
구 625
 
7.9%
인 498
 
6.3%
남 491
 
6.2%
시 413
 
5.2%
천 413
 
5.2%
광 412
 
5.2%
역 410
 
5.2%
로 410
 
5.2%
호 280
 
3.5%
Other values (210) 3139
39.7%
Decimal Number
ValueCountFrequency (%)
2 386
15.4%
0 377
15.1%
1 375
15.0%
3 330
13.2%
4 258
10.3%
5 242
9.7%
7 160
6.4%
8 142
 
5.7%
6 133
 
5.3%
9 101
 
4.0%
Uppercase Letter
ValueCountFrequency (%)
A 10
45.5%
J 3
 
13.6%
C 3
 
13.6%
V 2
 
9.1%
G 2
 
9.1%
M 1
 
4.5%
S 1
 
4.5%
Other Punctuation
ValueCountFrequency (%)
, 612
99.4%
. 4
 
0.6%
Space Separator
ValueCountFrequency (%)
2283
100.0%
Close Punctuation
ValueCountFrequency (%)
) 371
100.0%
Open Punctuation
ValueCountFrequency (%)
( 371
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 41
100.0%
Math Symbol
ValueCountFrequency (%)
~ 24
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 7912
55.9%
Common 6210
43.9%
Latin 22
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 821
 
10.4%
구 625
 
7.9%
인 498
 
6.3%
남 491
 
6.2%
시 413
 
5.2%
천 413
 
5.2%
광 412
 
5.2%
역 410
 
5.2%
로 410
 
5.2%
호 280
 
3.5%
Other values (210) 3139
39.7%
Common
ValueCountFrequency (%)
2283
36.8%
, 612
 
9.9%
2 386
 
6.2%
0 377
 
6.1%
1 375
 
6.0%
) 371
 
6.0%
( 371
 
6.0%
3 330
 
5.3%
4 258
 
4.2%
5 242
 
3.9%
Other values (7) 605
 
9.7%
Latin
ValueCountFrequency (%)
A 10
45.5%
J 3
 
13.6%
C 3
 
13.6%
V 2
 
9.1%
G 2
 
9.1%
M 1
 
4.5%
S 1
 
4.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 7912
55.9%
ASCII 6232
44.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2283
36.6%
, 612
 
9.8%
2 386
 
6.2%
0 377
 
6.0%
1 375
 
6.0%
) 371
 
6.0%
( 371
 
6.0%
3 330
 
5.3%
4 258
 
4.1%
5 242
 
3.9%
Other values (14) 627
 
10.1%
Hangul
ValueCountFrequency (%)
동 821
 
10.4%
구 625
 
7.9%
인 498
 
6.3%
남 491
 
6.2%
시 413
 
5.2%
천 413
 
5.2%
광 412
 
5.2%
역 410
 
5.2%
로 410
 
5.2%
호 280
 
3.5%
Other values (210) 3139
39.7%

월요일 진료
Categorical

HIGH CORRELATION 

Distinct34
Distinct (%)8.4%
Missing0
Missing (%)0.0%
Memory size3.3 KiB
09:00~19:00
97 
10:00~19:00
83 
09:30~19:00
77 
09:00~20:00
22 
10:00~21:00
15 
Other values (29)
112 

Length

Max length11
Median length11
Mean length10.982759
Min length4

Unique

Unique9 ?
Unique (%)2.2%

Sample

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

Common Values

ValueCountFrequency (%)
09:00~19:00 97
23.9%
10:00~19:00 83
20.4%
09:30~19:00 77
19.0%
09:00~20:00 22
 
5.4%
10:00~21:00 15
 
3.7%
10:00~20:00 15
 
3.7%
09:00~21:00 11
 
2.7%
10:30~19:00 8
 
2.0%
11:00~21:00 7
 
1.7%
08:30~19:00 7
 
1.7%
Other values (24) 64
15.8%

Length

2023-12-13T03:00:44.797007image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
09:00~19:00 97
23.9%
10:00~19:00 83
20.4%
09:30~19:00 77
19.0%
09:00~20:00 22
 
5.4%
10:00~21:00 15
 
3.7%
10:00~20:00 15
 
3.7%
09:00~21:00 11
 
2.7%
10:30~19:00 8
 
2.0%
09:30~20:30 7
 
1.7%
08:30~19:00 7
 
1.7%
Other values (24) 64
15.8%

화요일 진료
Categorical

HIGH CORRELATION 

Distinct49
Distinct (%)12.1%
Missing0
Missing (%)0.0%
Memory size3.3 KiB
09:00~19:00
90 
10:00~19:00
73 
09:30~19:00
66 
09:00~20:00
22 
10:00~21:00
21 
Other values (44)
134 

Length

Max length11
Median length11
Mean length10.982759
Min length4

Unique

Unique25 ?
Unique (%)6.2%

Sample

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

Common Values

ValueCountFrequency (%)
09:00~19:00 90
22.2%
10:00~19:00 73
18.0%
09:30~19:00 66
16.3%
09:00~20:00 22
 
5.4%
10:00~21:00 21
 
5.2%
10:00~20:00 15
 
3.7%
09:00~21:00 13
 
3.2%
09:30~20:00 12
 
3.0%
11:00~21:00 7
 
1.7%
09:30~18:30 7
 
1.7%
Other values (39) 80
19.7%

Length

2023-12-13T03:00:44.907756image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
09:00~19:00 90
22.2%
10:00~19:00 73
18.0%
09:30~19:00 66
16.3%
09:00~20:00 22
 
5.4%
10:00~21:00 21
 
5.2%
10:00~20:00 15
 
3.7%
09:00~21:00 13
 
3.2%
09:30~20:00 12
 
3.0%
11:00~21:00 7
 
1.7%
09:30~18:30 7
 
1.7%
Other values (39) 80
19.7%

수요일 진료
Categorical

HIGH CORRELATION 

Distinct44
Distinct (%)10.8%
Missing0
Missing (%)0.0%
Memory size3.3 KiB
09:00~19:00
98 
10:00~19:00
83 
09:30~19:00
70 
09:00~20:00
20 
10:00~21:00
 
12
Other values (39)
123 

Length

Max length11
Median length11
Mean length10.827586
Min length4

Unique

Unique15 ?
Unique (%)3.7%

Sample

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

Common Values

ValueCountFrequency (%)
09:00~19:00 98
24.1%
10:00~19:00 83
20.4%
09:30~19:00 70
17.2%
09:00~20:00 20
 
4.9%
10:00~21:00 12
 
3.0%
10:00~20:00 11
 
2.7%
<NA> 10
 
2.5%
09:00~21:00 9
 
2.2%
09:30~20:00 7
 
1.7%
08:30~19:00 7
 
1.7%
Other values (34) 79
19.5%

Length

2023-12-13T03:00:45.017474image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
09:00~19:00 98
24.1%
10:00~19:00 83
20.4%
09:30~19:00 70
17.2%
09:00~20:00 20
 
4.9%
10:00~21:00 12
 
3.0%
10:00~20:00 11
 
2.7%
na 10
 
2.5%
09:00~21:00 9
 
2.2%
08:30~19:00 7
 
1.7%
09:30~20:00 7
 
1.7%
Other values (34) 79
19.5%

목요일 진료
Text

MISSING 

Distinct53
Distinct (%)13.4%
Missing9
Missing (%)2.2%
Memory size3.3 KiB
2023-12-13T03:00:45.217573image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length11
Median length11
Mean length11
Min length11

Characters and Unicode

Total characters4367
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

Unique24 ?
Unique (%)6.0%

Sample

1st row09:00~19:00
2nd row09:30~19:00
3rd row09:00~21:00
4th row09:00~20:00
5th row09:00~20:30
ValueCountFrequency (%)
09:00~19:00 88
22.2%
10:00~19:00 66
16.6%
09:30~19:00 62
15.6%
09:00~20:00 21
 
5.3%
10:00~21:00 18
 
4.5%
10:00~20:00 14
 
3.5%
09:00~21:00 13
 
3.3%
09:30~20:00 12
 
3.0%
09:30~20:30 7
 
1.8%
14:00~21:00 7
 
1.8%
Other values (43) 89
22.4%
2023-12-13T03:00:45.511762image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 1868
42.8%
: 794
18.2%
1 482
 
11.0%
9 474
 
10.9%
~ 397
 
9.1%
3 161
 
3.7%
2 138
 
3.2%
8 26
 
0.6%
4 22
 
0.5%
7 3
 
0.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 3176
72.7%
Other Punctuation 794
 
18.2%
Math Symbol 397
 
9.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 1868
58.8%
1 482
 
15.2%
9 474
 
14.9%
3 161
 
5.1%
2 138
 
4.3%
8 26
 
0.8%
4 22
 
0.7%
7 3
 
0.1%
5 2
 
0.1%
Other Punctuation
ValueCountFrequency (%)
: 794
100.0%
Math Symbol
ValueCountFrequency (%)
~ 397
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 4367
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 1868
42.8%
: 794
18.2%
1 482
 
11.0%
9 474
 
10.9%
~ 397
 
9.1%
3 161
 
3.7%
2 138
 
3.2%
8 26
 
0.6%
4 22
 
0.5%
7 3
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 4367
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 1868
42.8%
: 794
18.2%
1 482
 
11.0%
9 474
 
10.9%
~ 397
 
9.1%
3 161
 
3.7%
2 138
 
3.2%
8 26
 
0.6%
4 22
 
0.5%
7 3
 
0.1%

금요일 진료
Categorical

HIGH CORRELATION 

Distinct39
Distinct (%)9.6%
Missing0
Missing (%)0.0%
Memory size3.3 KiB
09:00~19:00
99 
10:00~19:00
82 
09:30~19:00
72 
10:00~21:00
20 
09:00~20:00
19 
Other values (34)
114 

Length

Max length11
Median length11
Mean length11
Min length11

Unique

Unique14 ?
Unique (%)3.4%

Sample

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

Common Values

ValueCountFrequency (%)
09:00~19:00 99
24.4%
10:00~19:00 82
20.2%
09:30~19:00 72
17.7%
10:00~21:00 20
 
4.9%
09:00~20:00 19
 
4.7%
10:00~20:00 13
 
3.2%
09:00~21:00 10
 
2.5%
09:30~20:00 10
 
2.5%
08:30~19:00 7
 
1.7%
10:30~19:00 7
 
1.7%
Other values (29) 67
16.5%

Length

2023-12-13T03:00:45.626377image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
09:00~19:00 99
24.4%
10:00~19:00 82
20.2%
09:30~19:00 72
17.7%
10:00~21:00 20
 
4.9%
09:00~20:00 19
 
4.7%
10:00~20:00 13
 
3.2%
09:00~21:00 10
 
2.5%
09:30~20:00 10
 
2.5%
08:30~19:00 7
 
1.7%
09:30~18:30 7
 
1.7%
Other values (29) 67
16.5%

토요일 진료
Text

Distinct54
Distinct (%)13.4%
Missing4
Missing (%)1.0%
Memory size3.3 KiB
2023-12-13T03:00:45.818985image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length11
Median length11
Mean length11
Min length11

Characters and Unicode

Total characters4422
Distinct characters12
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

Unique24 ?
Unique (%)6.0%

Sample

1st row09:00~14:00
2nd row09:30~14:00
3rd row09:00~18:00
4th row09:00~14:00
5th row09:00~14:00
ValueCountFrequency (%)
09:00~14:00 65
16.2%
10:00~14:00 37
 
9.2%
10:00~16:00 34
 
8.5%
09:30~14:00 31
 
7.7%
09:00~16:00 30
 
7.5%
09:30~16:00 28
 
7.0%
09:00~15:00 27
 
6.7%
09:00~13:00 23
 
5.7%
10:00~15:00 18
 
4.5%
09:30~15:00 14
 
3.5%
Other values (44) 95
23.6%
2023-12-13T03:00:46.097389image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 1863
42.1%
: 804
18.2%
1 523
 
11.8%
~ 402
 
9.1%
9 263
 
5.9%
3 190
 
4.3%
4 148
 
3.3%
6 98
 
2.2%
5 73
 
1.7%
8 26
 
0.6%
Other values (2) 32
 
0.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 3216
72.7%
Other Punctuation 804
 
18.2%
Math Symbol 402
 
9.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 1863
57.9%
1 523
 
16.3%
9 263
 
8.2%
3 190
 
5.9%
4 148
 
4.6%
6 98
 
3.0%
5 73
 
2.3%
8 26
 
0.8%
7 22
 
0.7%
2 10
 
0.3%
Other Punctuation
ValueCountFrequency (%)
: 804
100.0%
Math Symbol
ValueCountFrequency (%)
~ 402
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 4422
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 1863
42.1%
: 804
18.2%
1 523
 
11.8%
~ 402
 
9.1%
9 263
 
5.9%
3 190
 
4.3%
4 148
 
3.3%
6 98
 
2.2%
5 73
 
1.7%
8 26
 
0.6%
Other values (2) 32
 
0.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 4422
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 1863
42.1%
: 804
18.2%
1 523
 
11.8%
~ 402
 
9.1%
9 263
 
5.9%
3 190
 
4.3%
4 148
 
3.3%
6 98
 
2.2%
5 73
 
1.7%
8 26
 
0.6%
Other values (2) 32
 
0.7%

일요일 진료
Text

MISSING 

Distinct26
Distinct (%)54.2%
Missing358
Missing (%)88.2%
Memory size3.3 KiB
2023-12-13T03:00:46.274272image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length11
Median length11
Mean length11
Min length11

Characters and Unicode

Total characters528
Distinct characters12
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

Unique19 ?
Unique (%)39.6%

Sample

1st row09:00~13:00
2nd row10:00~16:00
3rd row09:00~13:00
4th row09:00~15:00
5th row10:00~13:00
ValueCountFrequency (%)
09:00~13:00 15
31.2%
09:00~16:00 3
 
6.2%
09:00~15:00 3
 
6.2%
08:30~14:00 2
 
4.2%
10:00~13:00 2
 
4.2%
13:00~18:00 2
 
4.2%
10:00~18:00 2
 
4.2%
09:40~13:00 1
 
2.1%
08:00~14:00 1
 
2.1%
09:30~16:00 1
 
2.1%
Other values (16) 16
33.3%
2023-12-13T03:00:46.533369image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 226
42.8%
: 96
18.2%
1 60
 
11.4%
~ 48
 
9.1%
9 31
 
5.9%
3 31
 
5.9%
8 12
 
2.3%
4 9
 
1.7%
6 5
 
0.9%
2 5
 
0.9%
Other values (2) 5
 
0.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 384
72.7%
Other Punctuation 96
 
18.2%
Math Symbol 48
 
9.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 226
58.9%
1 60
 
15.6%
9 31
 
8.1%
3 31
 
8.1%
8 12
 
3.1%
4 9
 
2.3%
6 5
 
1.3%
2 5
 
1.3%
5 4
 
1.0%
7 1
 
0.3%
Other Punctuation
ValueCountFrequency (%)
: 96
100.0%
Math Symbol
ValueCountFrequency (%)
~ 48
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 528
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 226
42.8%
: 96
18.2%
1 60
 
11.4%
~ 48
 
9.1%
9 31
 
5.9%
3 31
 
5.9%
8 12
 
2.3%
4 9
 
1.7%
6 5
 
0.9%
2 5
 
0.9%
Other values (2) 5
 
0.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 528
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 226
42.8%
: 96
18.2%
1 60
 
11.4%
~ 48
 
9.1%
9 31
 
5.9%
3 31
 
5.9%
8 12
 
2.3%
4 9
 
1.7%
6 5
 
0.9%
2 5
 
0.9%
Other values (2) 5
 
0.9%

공휴일 진료
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct34
Distinct (%)8.4%
Missing0
Missing (%)0.0%
Memory size3.3 KiB
<NA>
329 
09:00~13:00
 
24
09:30~13:00
 
6
10:00~13:00
 
4
09:00~16:00
 
4
Other values (29)
39 

Length

Max length11
Median length4
Mean length5.3275862
Min length4

Unique

Unique22 ?
Unique (%)5.4%

Sample

1st row09:00~13:00
2nd row09:30~15:00
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 329
81.0%
09:00~13:00 24
 
5.9%
09:30~13:00 6
 
1.5%
10:00~13:00 4
 
1.0%
09:00~16:00 4
 
1.0%
09:00~15:00 3
 
0.7%
09:30~17:00 3
 
0.7%
09:30~15:00 3
 
0.7%
09:00~18:00 2
 
0.5%
08:30~13:00 2
 
0.5%
Other values (24) 26
 
6.4%

Length

2023-12-13T03:00:46.658745image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
na 329
81.0%
09:00~13:00 24
 
5.9%
09:30~13:00 6
 
1.5%
10:00~13:00 4
 
1.0%
09:00~16:00 4
 
1.0%
09:00~15:00 3
 
0.7%
09:30~17:00 3
 
0.7%
09:30~15:00 3
 
0.7%
08:30~14:00 2
 
0.5%
09:00~14:00 2
 
0.5%
Other values (24) 26
 
6.4%

Interactions

2023-12-13T03:00:41.396112image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T03:00:46.740300image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번업무구분월요일 진료화요일 진료수요일 진료목요일 진료금요일 진료토요일 진료일요일 진료공휴일 진료
연번1.0000.3540.3500.2660.3920.3540.3290.2320.3200.270
업무구분0.3541.0000.6480.6280.6840.5710.8670.7100.9180.888
월요일 진료0.3500.6481.0000.9950.9960.9960.9960.9620.8960.958
화요일 진료0.2660.6280.9951.0000.9920.9970.9960.9540.9200.957
수요일 진료0.3920.6840.9960.9921.0000.9900.9950.9580.9260.947
목요일 진료0.3540.5710.9960.9970.9901.0000.9930.9810.9120.934
금요일 진료0.3290.8670.9960.9960.9950.9931.0000.9580.8960.958
토요일 진료0.2320.7100.9620.9540.9580.9810.9581.0000.9510.956
일요일 진료0.3200.9180.8960.9200.9260.9120.8960.9511.0001.000
공휴일 진료0.2700.8880.9580.9570.9470.9340.9580.9561.0001.000
2023-12-13T03:00:46.859561image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
화요일 진료공휴일 진료업무구분금요일 진료수요일 진료월요일 진료
화요일 진료1.0000.5600.2910.8480.7620.830
공휴일 진료0.5601.0000.5210.5610.5230.552
업무구분0.2910.5211.0000.5680.3550.333
금요일 진료0.8480.5610.5681.0000.8390.889
수요일 진료0.7620.5230.3550.8391.0000.881
월요일 진료0.8300.5520.3330.8890.8811.000
2023-12-13T03:00:46.960073image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번업무구분월요일 진료화요일 진료수요일 진료금요일 진료공휴일 진료
연번1.0000.1930.1270.0890.1390.1140.027
업무구분0.1931.0000.3330.2910.3550.5680.521
월요일 진료0.1270.3331.0000.8300.8810.8890.552
화요일 진료0.0890.2910.8301.0000.7620.8480.560
수요일 진료0.1390.3550.8810.7621.0000.8390.523
금요일 진료0.1140.5680.8890.8480.8391.0000.561
공휴일 진료0.0270.5210.5520.5600.5230.5611.000

Missing values

2023-12-13T03:00:41.787492image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T03:00:41.947032image/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.
2023-12-13T03:00:42.074296image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

연번병원명업무구분대표전화주소월요일 진료화요일 진료수요일 진료목요일 진료금요일 진료토요일 진료일요일 진료공휴일 진료
01딸기소아청소년과의원응급의료기관 이외 > 의원032-435-4275인천광역시 남동구 앵고개로847번길 64, 3층 302호 (논현동, 골든프라자)09:00~19:0009:00~19:0009:00~19:0009:00~19:0009:00~19:0009:00~14:0009:00~13:0009:00~13:00
12차한의원응급의료기관 이외 > 한의원032-466-4663인천광역시 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
23으뜸한의원응급의료기관 이외 > 한의원032-464-3888인천광역시 남동구 구월로276번길 70, 2층 (구월동)09:00~21:0009:00~21:0009:00~21:0009:00~21:0009:00~21:0009:00~18:00<NA><NA>
34삼성메트로정형외과의원응급의료기관 이외 > 의원032-424-4114인천광역시 남동구 구월로 376, 정은프라자 3층 301호 (만수동)09:00~20:0009:00~20:0009:00~20:0009:00~20:0009:00~20:0009:00~14:00<NA><NA>
45연세올리브마취통증의학과의원응급의료기관 이외 > 의원032-428-0885인천광역시 남동구 남동대로 880, 올리브백화점 C동 3층 일부호 (간석동)09:00~20:3009:00~19:0009:00~19:0009:00~20:3009:00~19:0009:00~14:00<NA><NA>
56연세스마트치과의원응급의료기관 이외 > 치과의원032-218-2875인천광역시 남동구 예술로 126, 5층 509,510호 (구월동)09:30~20:3009:30~18:3009:30~20:3009:30~18:3009:30~18:3009:30~14:00<NA><NA>
67논현메디칼정형외과의원응급의료기관 이외 > 의원032-446-9700인천광역시 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
78아비쥬의원응급의료기관 이외 > 의원1544-0377인천광역시 남동구 인하로507번길 4, 9층,10층 (구월동, 벽성빌딩)10:30~20:3010:30~20:3010:30~20:3010:30~20:3010:30~20:3010:00~16:30<NA><NA>
89골드만비뇨기과의원응급의료기관 이외 > 의원032-221-1911인천광역시 남동구 예술로 138, 이토타워 15층 1501,1509,1510,1511,1512,1513호 (구월동)10:00~21:0010:00~19:0010:00~19:0010:00~21:0010:00~19:0009:00~16:00<NA><NA>
910서린정형외과의원응급의료기관 이외 > 의원032-466-0464인천광역시 남동구 백범로 204, 지하1층,3~5층 (만수동)09:00~19:0009:00~19:0009:00~19:0009:00~19:0009:00~19:0009:00~14:00<NA><NA>
연번병원명업무구분대표전화주소월요일 진료화요일 진료수요일 진료목요일 진료금요일 진료토요일 진료일요일 진료공휴일 진료
396397초당한의원응급의료기관 이외 > 한의원032-461-8756인천광역시 남동구 만수로 6509:30~19:0009:30~19:0009:30~19:0009:30~19:0009:30~19:0009:30~14:00<NA><NA>
397398백초향한의원응급의료기관 이외 > 한의원032-439-1075인천광역시 남동구 논현동 746-309:30~19:0009:30~19:0009:30~19:0009:30~19:0009:30~19:0009:00~16:00<NA><NA>
398399튼튼경희한의원응급의료기관 이외 > 한의원032-428-9888인천광역시 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
399400다이즐한의원응급의료기관 이외 > 한의원032-425-8575인천광역시 남동구 예술로140번길 33, 7층 (구월동, 화성빌딩)11:00~22:0015:00~22:0011:00~22:0015:00~22:0011:00~22:0010:00~16:00<NA><NA>
400401사랑정형외과의원응급의료기관 이외 > 의원032-442-8275인천광역시 남동구 구월남로 198, 401,402호 (구월동, 트인프라자)09:00~20:00<NA>09:00~20:0009:00~20:0009:00~20:0008:00~20:0008:00~19:0008:00~19:00
401402서울나란이치과의원응급의료기관 이외 > 치과의원032-441-2858인천광역시 남동구 인하로507번길 9, 202호 (구월동, 하나빌딩)10:30~19:0013:00~20:3013:00~20:30<NA>10:30~19:0009:30~15:00<NA><NA>
402403자연과한의원인천점응급의료기관 이외 > 한의원032-719-7513인천광역시 남동구 인하로507번길 63, 2층 204호 (구월동)10:00~21:0014:00~21:0010:00~21:0014:00~21:0010:00~21:0010:00~16:00<NA><NA>
403404김종화치과의원응급의료기관 이외 > 치과의원032-464-4708인천광역시 남동구 호구포로 812, 3층 (구월동,한빛하이존)09:30~19:0014:00~19:0009:30~19:0009:30~19:0014:00~19:0009:30~16:00<NA><NA>
404405연세구강내과치과의원응급의료기관 이외 > 치과의원032-425-9996인천광역시 남동구 인주대로 588, 3층 일부호 (구월동, 대암빌딩)10:00~19:0013:00~21:0010:00~19:0013:00~21:0010:00~19:0010:00~16:00<NA><NA>
405406도림열린치과의원응급의료기관 이외 > 치과의원032-421-2875인천광역시 남동구 논고개로 325, 201호 (도림동, 명례빌딩)10:00~19:0013:00~21:0010:00~19:0013:00~21:0010:00~19:00<NA><NA><NA>