Overview

Dataset statistics

Number of variables6
Number of observations1823
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory85.6 KiB
Average record size in memory48.1 B

Variable types

Categorical2
Text3
DateTime1

Dataset

Description경기도 성남시 의료기관 현황에 대한 데이터로, 구별,의료기관명,의료기관종별,주소,전화번호 등의 항목등을 제공하는 데이터입니다.
Author경기도 성남시
URLhttps://www.data.go.kr/data/15000890/fileData.do

Alerts

데이터기준일자 has constant value ""Constant
의료기관종별 is highly imbalanced (52.0%)Imbalance

Reproduction

Analysis started2024-03-14 14:45:28.617391
Analysis finished2024-03-14 14:45:30.035389
Duration1.42 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

구별
Categorical

Distinct3
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size14.4 KiB
분당구
1025 
수정구
479 
중원구
319 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
분당구 1025
56.2%
수정구 479
26.3%
중원구 319
 
17.5%

Length

2024-03-14T23:45:30.236706image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T23:45:30.559383image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
분당구 1025
56.2%
수정구 479
26.3%
중원구 319
 
17.5%

의료기관명
Text

Distinct1792
Distinct (%)98.3%
Missing0
Missing (%)0.0%
Memory size14.4 KiB
2024-03-14T23:45:31.848733image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length24
Median length20
Mean length7.922655
Min length3

Characters and Unicode

Total characters14443
Distinct characters484
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1764 ?
Unique (%)96.8%

Sample

1st row산성베스트내과의원
2nd row마음공원정신건강의학과의원
3rd row강지훈한의원
4th row연세온탑치과의원
5th row성남삼성치과의원
ValueCountFrequency (%)
의원 5
 
0.3%
치과의원 5
 
0.3%
정신건강의학과의원 4
 
0.2%
분당 4
 
0.2%
한의원 4
 
0.2%
유한의원 3
 
0.2%
소아청소년과의원 3
 
0.2%
경희한의원 3
 
0.2%
판교 3
 
0.2%
서울좋은치과의원 3
 
0.2%
Other values (1815) 1851
98.0%
2024-03-14T23:45:33.529449image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
의 1941
 
13.4%
원 1856
 
12.9%
과 1240
 
8.6%
치 521
 
3.6%
한 447
 
3.1%
이 264
 
1.8%
정 217
 
1.5%
성 191
 
1.3%
서 181
 
1.3%
세 178
 
1.2%
Other values (474) 7407
51.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 14187
98.2%
Decimal Number 73
 
0.5%
Space Separator 65
 
0.5%
Uppercase Letter 63
 
0.4%
Open Punctuation 16
 
0.1%
Close Punctuation 16
 
0.1%
Lowercase Letter 13
 
0.1%
Dash Punctuation 5
 
< 0.1%
Other Punctuation 4
 
< 0.1%
Math Symbol 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
의 1941
 
13.7%
원 1856
 
13.1%
과 1240
 
8.7%
치 521
 
3.7%
한 447
 
3.2%
이 264
 
1.9%
정 217
 
1.5%
성 191
 
1.3%
서 181
 
1.3%
세 178
 
1.3%
Other values (438) 7151
50.4%
Uppercase Letter
ValueCountFrequency (%)
S 13
20.6%
L 5
 
7.9%
Y 5
 
7.9%
M 4
 
6.3%
D 4
 
6.3%
C 4
 
6.3%
K 4
 
6.3%
U 4
 
6.3%
N 3
 
4.8%
H 3
 
4.8%
Other values (7) 14
22.2%
Decimal Number
ValueCountFrequency (%)
3 18
24.7%
6 17
23.3%
5 17
23.3%
1 9
12.3%
2 7
 
9.6%
0 2
 
2.7%
4 1
 
1.4%
7 1
 
1.4%
8 1
 
1.4%
Other Punctuation
ValueCountFrequency (%)
& 2
50.0%
, 1
25.0%
. 1
25.0%
Lowercase Letter
ValueCountFrequency (%)
e 12
92.3%
r 1
 
7.7%
Space Separator
ValueCountFrequency (%)
65
100.0%
Open Punctuation
ValueCountFrequency (%)
( 16
100.0%
Close Punctuation
ValueCountFrequency (%)
) 16
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 5
100.0%
Math Symbol
ValueCountFrequency (%)
+ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 14187
98.2%
Common 180
 
1.2%
Latin 76
 
0.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
의 1941
 
13.7%
원 1856
 
13.1%
과 1240
 
8.7%
치 521
 
3.7%
한 447
 
3.2%
이 264
 
1.9%
정 217
 
1.5%
성 191
 
1.3%
서 181
 
1.3%
세 178
 
1.3%
Other values (438) 7151
50.4%
Latin
ValueCountFrequency (%)
S 13
17.1%
e 12
15.8%
L 5
 
6.6%
Y 5
 
6.6%
M 4
 
5.3%
D 4
 
5.3%
C 4
 
5.3%
K 4
 
5.3%
U 4
 
5.3%
N 3
 
3.9%
Other values (9) 18
23.7%
Common
ValueCountFrequency (%)
65
36.1%
3 18
 
10.0%
6 17
 
9.4%
5 17
 
9.4%
( 16
 
8.9%
) 16
 
8.9%
1 9
 
5.0%
2 7
 
3.9%
- 5
 
2.8%
0 2
 
1.1%
Other values (7) 8
 
4.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 14187
98.2%
ASCII 256
 
1.8%

Most frequent character per block

Hangul
ValueCountFrequency (%)
의 1941
 
13.7%
원 1856
 
13.1%
과 1240
 
8.7%
치 521
 
3.7%
한 447
 
3.2%
이 264
 
1.9%
정 217
 
1.5%
성 191
 
1.3%
서 181
 
1.3%
세 178
 
1.3%
Other values (438) 7151
50.4%
ASCII
ValueCountFrequency (%)
65
25.4%
3 18
 
7.0%
6 17
 
6.6%
5 17
 
6.6%
( 16
 
6.2%
) 16
 
6.2%
S 13
 
5.1%
e 12
 
4.7%
1 9
 
3.5%
2 7
 
2.7%
Other values (26) 66
25.8%

의료기관종별
Categorical

IMBALANCE 

Distinct12
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size14.4 KiB
의원
917 
치과의원
482 
한의원
364 
병원
 
18
요양병원(일반요양병원)
 
14
Other values (7)
 
28

Length

Max length12
Median length2
Mean length2.8376303
Min length2

Unique

Unique2 ?
Unique (%)0.1%

Sample

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

Common Values

ValueCountFrequency (%)
의원 917
50.3%
치과의원 482
26.4%
한의원 364
 
20.0%
병원 18
 
1.0%
요양병원(일반요양병원) 14
 
0.8%
한방병원 7
 
0.4%
종합병원 7
 
0.4%
치과병원 7
 
0.4%
보건소 3
 
0.2%
보건지소 2
 
0.1%
Other values (2) 2
 
0.1%

Length

2024-03-14T23:45:33.921857image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
의원 917
50.3%
치과의원 482
26.4%
한의원 364
 
20.0%
병원 18
 
1.0%
요양병원(일반요양병원 14
 
0.8%
한방병원 7
 
0.4%
종합병원 7
 
0.4%
치과병원 7
 
0.4%
보건소 3
 
0.2%
보건지소 2
 
0.1%
Other values (2) 2
 
0.1%

의료기관주소(도로명)
Text

Distinct1788
Distinct (%)98.1%
Missing0
Missing (%)0.0%
Memory size14.4 KiB
2024-03-14T23:45:35.018700image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length85
Median length62
Mean length39.300603
Min length23

Characters and Unicode

Total characters71645
Distinct characters394
Distinct categories11 ?
Distinct scripts3 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1754 ?
Unique (%)96.2%

Sample

1st row경기도 성남시 수정구 희망로 551, 4층 (신흥동)
2nd row경기도 성남시 수정구 위례동로 153, 에이플타워 5층 506호 (창곡동)
3rd row경기도 성남시 수정구 창업로 43, 판교글로벌비즈센터 B동 104호 (시흥동)
4th row경기도 성남시 수정구 산성대로 265, 2층 (신흥동)
5th row경기도 성남시 수정구 수정로 128, 10층 (수진동)
ValueCountFrequency (%)
경기도 1823
 
12.4%
성남시 1823
 
12.4%
분당구 1025
 
7.0%
수정구 479
 
3.2%
중원구 319
 
2.2%
2층 275
 
1.9%
3층 219
 
1.5%
서현동 203
 
1.4%
성남대로 174
 
1.2%
수정로 156
 
1.1%
Other values (1794) 8251
56.0%
2024-03-14T23:45:36.315714image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
12931
 
18.0%
, 2962
 
4.1%
성 2487
 
3.5%
남 2237
 
3.1%
1 2043
 
2.9%
동 2034
 
2.8%
구 1941
 
2.7%
0 1926
 
2.7%
도 1892
 
2.6%
3 1882
 
2.6%
Other values (384) 39310
54.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 39393
55.0%
Space Separator 12931
 
18.0%
Decimal Number 12072
 
16.8%
Other Punctuation 2983
 
4.2%
Open Punctuation 1844
 
2.6%
Close Punctuation 1844
 
2.6%
Uppercase Letter 224
 
0.3%
Dash Punctuation 188
 
0.3%
Math Symbol 141
 
0.2%
Letter Number 13
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
성 2487
 
6.3%
남 2237
 
5.7%
동 2034
 
5.2%
구 1941
 
4.9%
도 1892
 
4.8%
시 1875
 
4.8%
로 1859
 
4.7%
기 1833
 
4.7%
경 1827
 
4.6%
호 1377
 
3.5%
Other values (334) 20031
50.8%
Uppercase Letter
ValueCountFrequency (%)
B 38
17.0%
I 35
15.6%
A 26
11.6%
C 25
11.2%
D 15
 
6.7%
S 15
 
6.7%
M 14
 
6.2%
Y 12
 
5.4%
K 7
 
3.1%
H 6
 
2.7%
Other values (10) 31
13.8%
Decimal Number
ValueCountFrequency (%)
1 2043
16.9%
0 1926
16.0%
3 1882
15.6%
2 1844
15.3%
4 1161
9.6%
5 936
7.8%
6 755
 
6.3%
7 555
 
4.6%
8 488
 
4.0%
9 482
 
4.0%
Lowercase Letter
ValueCountFrequency (%)
o 2
16.7%
t 2
16.7%
w 2
16.7%
n 2
16.7%
e 2
16.7%
r 2
16.7%
Other Punctuation
ValueCountFrequency (%)
, 2962
99.3%
. 17
 
0.6%
& 3
 
0.1%
/ 1
 
< 0.1%
Letter Number
ValueCountFrequency (%)
Ⅱ 5
38.5%
Ⅲ 4
30.8%
Ⅰ 2
 
15.4%
Ⅳ 2
 
15.4%
Math Symbol
ValueCountFrequency (%)
~ 140
99.3%
∼ 1
 
0.7%
Space Separator
ValueCountFrequency (%)
12931
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1844
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1844
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 188
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 39393
55.0%
Common 32003
44.7%
Latin 249
 
0.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
성 2487
 
6.3%
남 2237
 
5.7%
동 2034
 
5.2%
구 1941
 
4.9%
도 1892
 
4.8%
시 1875
 
4.8%
로 1859
 
4.7%
기 1833
 
4.7%
경 1827
 
4.6%
호 1377
 
3.5%
Other values (334) 20031
50.8%
Latin
ValueCountFrequency (%)
B 38
15.3%
I 35
14.1%
A 26
10.4%
C 25
10.0%
D 15
 
6.0%
S 15
 
6.0%
M 14
 
5.6%
Y 12
 
4.8%
K 7
 
2.8%
H 6
 
2.4%
Other values (20) 56
22.5%
Common
ValueCountFrequency (%)
12931
40.4%
, 2962
 
9.3%
1 2043
 
6.4%
0 1926
 
6.0%
3 1882
 
5.9%
( 1844
 
5.8%
) 1844
 
5.8%
2 1844
 
5.8%
4 1161
 
3.6%
5 936
 
2.9%
Other values (10) 2630
 
8.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 39393
55.0%
ASCII 32238
45.0%
Number Forms 13
 
< 0.1%
Math Operators 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
12931
40.1%
, 2962
 
9.2%
1 2043
 
6.3%
0 1926
 
6.0%
3 1882
 
5.8%
( 1844
 
5.7%
) 1844
 
5.7%
2 1844
 
5.7%
4 1161
 
3.6%
5 936
 
2.9%
Other values (35) 2865
 
8.9%
Hangul
ValueCountFrequency (%)
성 2487
 
6.3%
남 2237
 
5.7%
동 2034
 
5.2%
구 1941
 
4.9%
도 1892
 
4.8%
시 1875
 
4.8%
로 1859
 
4.7%
기 1833
 
4.7%
경 1827
 
4.6%
호 1377
 
3.5%
Other values (334) 20031
50.8%
Number Forms
ValueCountFrequency (%)
Ⅱ 5
38.5%
Ⅲ 4
30.8%
Ⅰ 2
 
15.4%
Ⅳ 2
 
15.4%
Math Operators
ValueCountFrequency (%)
∼ 1
100.0%

의료기관전화번호
Text

Distinct1818
Distinct (%)99.7%
Missing0
Missing (%)0.0%
Memory size14.4 KiB
2024-03-14T23:45:37.224671image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length14
Median length12
Mean length12.036204
Min length9

Characters and Unicode

Total characters21942
Distinct characters13
Distinct categories4 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1813 ?
Unique (%)99.5%

Sample

1st row031-8039-6006
2nd row031-609-7071
3rd row031-697-8375
4th row031-609-2828
5th row031-752-3338
ValueCountFrequency (%)
031-701-7333 2
 
0.1%
031-789-5800 2
 
0.1%
031-741-7778 2
 
0.1%
031-722-0815 2
 
0.1%
031-1899-0050 2
 
0.1%
031-698-2828 1
 
0.1%
031-709-2875 1
 
0.1%
031-628-1875 1
 
0.1%
031-1577-5671 1
 
0.1%
031-706-7585 1
 
0.1%
Other values (1809) 1809
99.2%
2024-03-14T23:45:38.370453image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 3628
16.5%
0 3403
15.5%
1 3114
14.2%
7 2884
13.1%
3 2687
12.2%
5 1582
7.2%
8 1308
 
6.0%
2 1295
 
5.9%
6 733
 
3.3%
4 655
 
3.0%
Other values (3) 653
 
3.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 18309
83.4%
Dash Punctuation 3628
 
16.5%
Close Punctuation 4
 
< 0.1%
Space Separator 1
 
< 0.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 3403
18.6%
1 3114
17.0%
7 2884
15.8%
3 2687
14.7%
5 1582
8.6%
8 1308
 
7.1%
2 1295
 
7.1%
6 733
 
4.0%
4 655
 
3.6%
9 648
 
3.5%
Dash Punctuation
ValueCountFrequency (%)
- 3628
100.0%
Close Punctuation
ValueCountFrequency (%)
) 4
100.0%
Space Separator
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 21942
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 3628
16.5%
0 3403
15.5%
1 3114
14.2%
7 2884
13.1%
3 2687
12.2%
5 1582
7.2%
8 1308
 
6.0%
2 1295
 
5.9%
6 733
 
3.3%
4 655
 
3.0%
Other values (3) 653
 
3.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 21942
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 3628
16.5%
0 3403
15.5%
1 3114
14.2%
7 2884
13.1%
3 2687
12.2%
5 1582
7.2%
8 1308
 
6.0%
2 1295
 
5.9%
6 733
 
3.3%
4 655
 
3.0%
Other values (3) 653
 
3.0%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size14.4 KiB
Minimum2024-02-28 00:00:00
Maximum2024-02-28 00:00:00
2024-03-14T23:45:38.564600image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-14T23:45:38.726132image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Correlations

2024-03-14T23:45:38.848834image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
구별의료기관종별
구별1.0000.000
의료기관종별0.0001.000
2024-03-14T23:45:38.988634image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
구별의료기관종별
구별1.0000.000
의료기관종별0.0001.000
2024-03-14T23:45:39.127372image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
구별의료기관종별
구별1.0000.000
의료기관종별0.0001.000

Missing values

2024-03-14T23:45:29.579930image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-14T23:45:29.913355image/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

구별의료기관명의료기관종별의료기관주소(도로명)의료기관전화번호데이터기준일자
0수정구산성베스트내과의원의원경기도 성남시 수정구 희망로 551, 4층 (신흥동)031-8039-60062024-02-28
1수정구마음공원정신건강의학과의원의원경기도 성남시 수정구 위례동로 153, 에이플타워 5층 506호 (창곡동)031-609-70712024-02-28
2수정구강지훈한의원한의원경기도 성남시 수정구 창업로 43, 판교글로벌비즈센터 B동 104호 (시흥동)031-697-83752024-02-28
3수정구연세온탑치과의원치과의원경기도 성남시 수정구 산성대로 265, 2층 (신흥동)031-609-28282024-02-28
4수정구성남삼성치과의원치과의원경기도 성남시 수정구 수정로 128, 10층 (수진동)031-752-33382024-02-28
5수정구연세웰드림내과의원의원경기도 성남시 수정구 위례서일로 46, 위례엘포트한라비발디 2층 208,209,210호 (창곡동)031-8039-67752024-02-28
6수정구뷰티룩스의원의원경기도 성남시 수정구 위례서일로 46, 위례엘포트한라비발디 301호 (창곡동)031-722-32212024-02-28
7수정구성남근본마취통증의학과의원의원경기도 성남시 수정구 수정로 128, 4,5층 (수진동)031-758-75802024-02-28
8수정구산성예스치과의원치과의원경기도 성남시 수정구 희망로 551, C1블럭동 3층 302호, 305호 (신흥동)031-747-28332024-02-28
9수정구구름별소아청소년과의원의원경기도 성남시 수정구 희망로 551, C1블럭동 3층 303호, 304호 (신흥동)031-743-78902024-02-28
구별의료기관명의료기관종별의료기관주소(도로명)의료기관전화번호데이터기준일자
1813분당구서울나우병원병원경기도 성남시 분당구 분당로 43, 나우빌딩 5~11층,12일부층 (서현동)1588-26912024-02-28
1814분당구국군수도치과병원치과병원경기도 성남시 분당구 새마을로177번길 81, 66호 (율동)031-725-64192024-02-28
1815분당구보바스기념병원요양병원(노인병원)경기도 성남시 분당구 대왕판교로 155-7 (금곡동, 보바스기념병원)1877-56612024-02-28
1816분당구분당예치과병원치과병원경기도 성남시 분당구 황새울로258번길 37, 2층 (수내동, 흥국생명빌딩)031-708-28282024-02-28
1817분당구국군수도병원종합병원경기도 성남시 분당구 새마을로177번길 81 (율동)031-725-60752024-02-28
1818분당구성모요양병원요양병원(일반요양병원)경기도 성남시 분당구 새나리로 13 (야탑동)031-707-91002024-02-28
1819분당구대진의료재단 분당제생병원종합병원경기도 성남시 분당구 서현로180번길 20 (서현동)031-779-01142024-02-28
1820분당구형치과병원치과병원경기도 성남시 분당구 미금로 40 (구미동)031-714-50002024-02-28
1821분당구(학교법인)동국대학교 한의과대학 분당한방병원한방병원경기도 성남시 분당구 불정로 268 (수내동, 동국대한방병원)031-710-37002024-02-28
1822분당구차의과학대학교분당차병원종합병원경기도 성남시 분당구 야탑로 59 (야탑동)031-780-50002024-02-28