Overview

Dataset statistics

Number of variables5
Number of observations152
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory6.2 KiB
Average record size in memory41.9 B

Variable types

Numeric1
Categorical1
Text3

Dataset

Description서울특별시 광진구 치과 병의원 정보로 의료기관종별, 의료기관명, 의료기관 주소(도로명), 의료기관 전화번호를 포함하는 정보입니다.
Author서울특별시 광진구
URLhttps://www.data.go.kr/data/15052411/fileData.do

Alerts

의료기관종별 is highly imbalanced (89.9%)Imbalance
순번 has unique valuesUnique
의료기관전화번호 has unique valuesUnique

Reproduction

Analysis started2023-12-12 15:18:10.204395
Analysis finished2023-12-12 15:18:10.843466
Duration0.64 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

UNIQUE 

Distinct152
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean76.5
Minimum1
Maximum152
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.5 KiB
2023-12-13T00:18:10.944647image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile8.55
Q138.75
median76.5
Q3114.25
95-th percentile144.45
Maximum152
Range151
Interquartile range (IQR)75.5

Descriptive statistics

Standard deviation44.022721
Coefficient of variation (CV)0.57546041
Kurtosis-1.2
Mean76.5
Median Absolute Deviation (MAD)38
Skewness0
Sum11628
Variance1938
MonotonicityStrictly increasing
2023-12-13T00:18:11.150017image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.7%
106 1
 
0.7%
99 1
 
0.7%
100 1
 
0.7%
101 1
 
0.7%
102 1
 
0.7%
103 1
 
0.7%
104 1
 
0.7%
105 1
 
0.7%
107 1
 
0.7%
Other values (142) 142
93.4%
ValueCountFrequency (%)
1 1
0.7%
2 1
0.7%
3 1
0.7%
4 1
0.7%
5 1
0.7%
6 1
0.7%
7 1
0.7%
8 1
0.7%
9 1
0.7%
10 1
0.7%
ValueCountFrequency (%)
152 1
0.7%
151 1
0.7%
150 1
0.7%
149 1
0.7%
148 1
0.7%
147 1
0.7%
146 1
0.7%
145 1
0.7%
144 1
0.7%
143 1
0.7%

의료기관종별
Categorical

IMBALANCE 

Distinct2
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
치과의원
150 
치과병원
 
2

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row치과병원
2nd row치과병원
3rd row치과의원
4th row치과의원
5th row치과의원

Common Values

ValueCountFrequency (%)
치과의원 150
98.7%
치과병원 2
 
1.3%

Length

2023-12-13T00:18:11.336838image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T00:18:11.449777image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
치과의원 150
98.7%
치과병원 2
 
1.3%

의료기관명
Text

Distinct151
Distinct (%)99.3%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
2023-12-13T00:18:11.693881image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length14
Median length13
Mean length7.6052632
Min length5

Characters and Unicode

Total characters1156
Distinct characters194
Distinct categories5 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique150 ?
Unique (%)98.7%

Sample

1st row에스(S)리더치과병원
2nd row광진예치과병원
3rd row연세퍼스트치과의원
4th row서울삼성치과의원
5th row밝은미소이치과의원
ValueCountFrequency (%)
정치과의원 2
 
1.3%
치과의원 2
 
1.3%
사랑의치과의원 1
 
0.6%
김종훈치과의원 1
 
0.6%
동그라미치과의원 1
 
0.6%
광진하나치과의원 1
 
0.6%
프라임치과의원 1
 
0.6%
아름다운치과의원 1
 
0.6%
최병규치과의원 1
 
0.6%
중곡치과의원 1
 
0.6%
Other values (145) 145
92.4%
2023-12-13T00:18:12.149812image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
과 156
 
13.5%
치 156
 
13.5%
의 154
 
13.3%
원 154
 
13.3%
서 23
 
2.0%
울 22
 
1.9%
이 21
 
1.8%
스 18
 
1.6%
미 17
 
1.5%
세 15
 
1.3%
Other values (184) 420
36.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1138
98.4%
Uppercase Letter 7
 
0.6%
Space Separator 5
 
0.4%
Open Punctuation 3
 
0.3%
Close Punctuation 3
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
과 156
 
13.7%
치 156
 
13.7%
의 154
 
13.5%
원 154
 
13.5%
서 23
 
2.0%
울 22
 
1.9%
이 21
 
1.8%
스 18
 
1.6%
미 17
 
1.5%
세 15
 
1.3%
Other values (176) 402
35.3%
Uppercase Letter
ValueCountFrequency (%)
S 3
42.9%
J 1
 
14.3%
G 1
 
14.3%
M 1
 
14.3%
T 1
 
14.3%
Space Separator
ValueCountFrequency (%)
5
100.0%
Open Punctuation
ValueCountFrequency (%)
( 3
100.0%
Close Punctuation
ValueCountFrequency (%)
) 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1138
98.4%
Common 11
 
1.0%
Latin 7
 
0.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
과 156
 
13.7%
치 156
 
13.7%
의 154
 
13.5%
원 154
 
13.5%
서 23
 
2.0%
울 22
 
1.9%
이 21
 
1.8%
스 18
 
1.6%
미 17
 
1.5%
세 15
 
1.3%
Other values (176) 402
35.3%
Latin
ValueCountFrequency (%)
S 3
42.9%
J 1
 
14.3%
G 1
 
14.3%
M 1
 
14.3%
T 1
 
14.3%
Common
ValueCountFrequency (%)
5
45.5%
( 3
27.3%
) 3
27.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1138
98.4%
ASCII 18
 
1.6%

Most frequent character per block

Hangul
ValueCountFrequency (%)
과 156
 
13.7%
치 156
 
13.7%
의 154
 
13.5%
원 154
 
13.5%
서 23
 
2.0%
울 22
 
1.9%
이 21
 
1.8%
스 18
 
1.6%
미 17
 
1.5%
세 15
 
1.3%
Other values (176) 402
35.3%
ASCII
ValueCountFrequency (%)
5
27.8%
( 3
16.7%
S 3
16.7%
) 3
16.7%
J 1
 
5.6%
G 1
 
5.6%
M 1
 
5.6%
T 1
 
5.6%

의료기관주소(도로명)
Text

Distinct151
Distinct (%)99.3%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
2023-12-13T00:18:12.496856image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length53
Median length41
Mean length31.572368
Min length22

Characters and Unicode

Total characters4799
Distinct characters166
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

Unique150 ?
Unique (%)98.7%

Sample

1st row서울특별시 광진구 능동로 103, 3.4층 (화양동)
2nd row서울특별시 광진구 천호대로 556 (능동)
3rd row서울특별시 광진구 천호대로 549, 지타워 3층 4,5호 (중곡동)
4th row서울특별시 광진구 뚝섬로 642, 2층 (자양동)
5th row서울특별시 광진구 구의로 10-1, 2층 (구의동)
ValueCountFrequency (%)
서울특별시 152
 
15.4%
광진구 152
 
15.4%
2층 65
 
6.6%
자양동 43
 
4.3%
3층 36
 
3.6%
구의동 34
 
3.4%
중곡동 33
 
3.3%
아차산로 24
 
2.4%
천호대로 17
 
1.7%
능동로 17
 
1.7%
Other values (261) 416
42.1%
2023-12-13T00:18:12.944748image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
837
 
17.4%
, 202
 
4.2%
구 193
 
4.0%
광 184
 
3.8%
동 182
 
3.8%
진 162
 
3.4%
서 154
 
3.2%
시 153
 
3.2%
로 153
 
3.2%
특 152
 
3.2%
Other values (156) 2427
50.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2729
56.9%
Space Separator 837
 
17.4%
Decimal Number 702
 
14.6%
Other Punctuation 204
 
4.3%
Close Punctuation 152
 
3.2%
Open Punctuation 152
 
3.2%
Dash Punctuation 11
 
0.2%
Uppercase Letter 11
 
0.2%
Math Symbol 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
구 193
 
7.1%
광 184
 
6.7%
동 182
 
6.7%
진 162
 
5.9%
서 154
 
5.6%
시 153
 
5.6%
로 153
 
5.6%
특 152
 
5.6%
별 152
 
5.6%
울 152
 
5.6%
Other values (132) 1092
40.0%
Decimal Number
ValueCountFrequency (%)
2 136
19.4%
3 120
17.1%
1 91
13.0%
5 77
11.0%
0 68
9.7%
4 65
9.3%
6 54
 
7.7%
9 32
 
4.6%
7 31
 
4.4%
8 28
 
4.0%
Uppercase Letter
ValueCountFrequency (%)
A 3
27.3%
C 2
18.2%
B 2
18.2%
L 1
 
9.1%
Z 1
 
9.1%
P 1
 
9.1%
S 1
 
9.1%
Other Punctuation
ValueCountFrequency (%)
, 202
99.0%
. 2
 
1.0%
Space Separator
ValueCountFrequency (%)
837
100.0%
Close Punctuation
ValueCountFrequency (%)
) 152
100.0%
Open Punctuation
ValueCountFrequency (%)
( 152
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 11
100.0%
Math Symbol
ValueCountFrequency (%)
~ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2729
56.9%
Common 2059
42.9%
Latin 11
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
구 193
 
7.1%
광 184
 
6.7%
동 182
 
6.7%
진 162
 
5.9%
서 154
 
5.6%
시 153
 
5.6%
로 153
 
5.6%
특 152
 
5.6%
별 152
 
5.6%
울 152
 
5.6%
Other values (132) 1092
40.0%
Common
ValueCountFrequency (%)
837
40.7%
, 202
 
9.8%
) 152
 
7.4%
( 152
 
7.4%
2 136
 
6.6%
3 120
 
5.8%
1 91
 
4.4%
5 77
 
3.7%
0 68
 
3.3%
4 65
 
3.2%
Other values (7) 159
 
7.7%
Latin
ValueCountFrequency (%)
A 3
27.3%
C 2
18.2%
B 2
18.2%
L 1
 
9.1%
Z 1
 
9.1%
P 1
 
9.1%
S 1
 
9.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2729
56.9%
ASCII 2070
43.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
837
40.4%
, 202
 
9.8%
) 152
 
7.3%
( 152
 
7.3%
2 136
 
6.6%
3 120
 
5.8%
1 91
 
4.4%
5 77
 
3.7%
0 68
 
3.3%
4 65
 
3.1%
Other values (14) 170
 
8.2%
Hangul
ValueCountFrequency (%)
구 193
 
7.1%
광 184
 
6.7%
동 182
 
6.7%
진 162
 
5.9%
서 154
 
5.6%
시 153
 
5.6%
로 153
 
5.6%
특 152
 
5.6%
별 152
 
5.6%
울 152
 
5.6%
Other values (132) 1092
40.0%

의료기관전화번호
Text

UNIQUE 

Distinct152
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
2023-12-13T00:18:13.208778image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length11
Mean length11.210526
Min length11

Characters and Unicode

Total characters1704
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

Unique152 ?
Unique (%)100.0%

Sample

1st row02-466-7528
2nd row02-452-7272
3rd row02-6493-2875
4th row02-457-7528
5th row02-457-4496
ValueCountFrequency (%)
02-466-7528 1
 
0.7%
02-463-2875 1
 
0.7%
02-2201-8118 1
 
0.7%
02-498-4048 1
 
0.7%
02-3424-2875 1
 
0.7%
02-463-6291 1
 
0.7%
02-453-2882 1
 
0.7%
02-453-2877 1
 
0.7%
02-446-2828 1
 
0.7%
02-3437-0111 1
 
0.7%
Other values (142) 142
93.4%
2023-12-13T00:18:13.604508image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2 337
19.8%
- 304
17.8%
0 217
12.7%
4 206
12.1%
5 147
8.6%
8 121
 
7.1%
7 106
 
6.2%
6 100
 
5.9%
3 74
 
4.3%
9 46
 
2.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1400
82.2%
Dash Punctuation 304
 
17.8%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 337
24.1%
0 217
15.5%
4 206
14.7%
5 147
10.5%
8 121
 
8.6%
7 106
 
7.6%
6 100
 
7.1%
3 74
 
5.3%
9 46
 
3.3%
1 46
 
3.3%
Dash Punctuation
ValueCountFrequency (%)
- 304
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1704
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
2 337
19.8%
- 304
17.8%
0 217
12.7%
4 206
12.1%
5 147
8.6%
8 121
 
7.1%
7 106
 
6.2%
6 100
 
5.9%
3 74
 
4.3%
9 46
 
2.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1704
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 337
19.8%
- 304
17.8%
0 217
12.7%
4 206
12.1%
5 147
8.6%
8 121
 
7.1%
7 106
 
6.2%
6 100
 
5.9%
3 74
 
4.3%
9 46
 
2.7%

Interactions

2023-12-13T00:18:10.487484image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T00:18:13.688629image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번의료기관종별
순번1.0000.313
의료기관종별0.3131.000
2023-12-13T00:18:13.771129image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번의료기관종별
순번1.0000.233
의료기관종별0.2331.000

Missing values

2023-12-13T00:18:10.631746image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T00:18:10.788679image/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

순번의료기관종별의료기관명의료기관주소(도로명)의료기관전화번호
01치과병원에스(S)리더치과병원서울특별시 광진구 능동로 103, 3.4층 (화양동)02-466-7528
12치과병원광진예치과병원서울특별시 광진구 천호대로 556 (능동)02-452-7272
23치과의원연세퍼스트치과의원서울특별시 광진구 천호대로 549, 지타워 3층 4,5호 (중곡동)02-6493-2875
34치과의원서울삼성치과의원서울특별시 광진구 뚝섬로 642, 2층 (자양동)02-457-7528
45치과의원밝은미소이치과의원서울특별시 광진구 구의로 10-1, 2층 (구의동)02-457-4496
56치과의원광진삼성치과의원서울특별시 광진구 동일로 116, 2층 2호 (화양동)02-457-2007
67치과의원보배로운치과의원서울특별시 광진구 천호대로 667, 3.4층 (구의동)02-456-2280
78치과의원동부플란트치과의원서울특별시 광진구 광나루로 369, 2층 (군자동, 광진두산위브파크)02-464-9512
89치과의원라이트치과의원서울특별시 광진구 자양로15길 51-1, 진덕빌딩 3층 (자양동)02-3436-2875
910치과의원굿프렌즈치과의원서울특별시 광진구 면목로 128, 4층 (중곡동)02-466-2879
순번의료기관종별의료기관명의료기관주소(도로명)의료기관전화번호
142143치과의원윤일중치과의원서울특별시 광진구 아차산로 360, 3층 (자양동, 서원빌딩)02-447-1251
143144치과의원이종원치과의원서울특별시 광진구 자양로 49, 2층 (자양동)02-447-5397
144145치과의원박태수치과의원서울특별시 광진구 자양로 126, 306호 (구의동, 성지하이츠빌딩)02-457-1011
145146치과의원장상욱치과의원서울특별시 광진구 자양로 58, 203호 (자양동, 태림빌딩)02-452-9968
146147치과의원이웅석치과의원서울특별시 광진구 용마산로 4, 2층 (중곡동)02-457-9912
147148치과의원서울선치과의원서울특별시 광진구 능동로 296, 3층 (능동)02-464-0860
148149치과의원서울연세임정규우상치과의원서울특별시 광진구 천호대로 639 (중곡동)02-444-6969
149150치과의원남경치과의원서울특별시 광진구 면목로 113-1, 2층 (중곡동)02-467-5158
150151치과의원서울더편한치과의원서울특별시 광진구 천호대로 665 (구의동,3층)02-446-5080
151152치과의원정태련치과의원서울특별시 광진구 광나루로 375-1, 3층 (군자동)02-468-2875