Overview

Dataset statistics

Number of variables7
Number of observations51
Missing cells1
Missing cells (%)0.3%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.9 KiB
Average record size in memory58.6 B

Variable types

Categorical3
Text3
DateTime1

Dataset

Description부산광역시 사하구 특수의료장비 현황입니다. 사용여부, 의료기관명, 도로명주소, 의료장비종류, 검사연월일 등의 정보를 제공합니다.
URLhttps://www.data.go.kr/data/15024655/fileData.do

Alerts

사용구분 has constant value ""Constant
데이터기준일자 has constant value ""Constant
형식명 has 1 (2.0%) missing valuesMissing

Reproduction

Analysis started2023-12-12 05:32:15.797422
Analysis finished2023-12-12 05:32:16.423216
Duration0.63 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

사용구분
Categorical

CONSTANT 

Distinct1
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size540.0 B
사용중
51 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
사용중 51
100.0%

Length

2023-12-12T14:32:16.505418image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:32:16.605627image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
사용중 51
100.0%

의료기관명
Text

Distinct32
Distinct (%)62.7%
Missing0
Missing (%)0.0%
Memory size540.0 B
2023-12-12T14:32:16.801080image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length16
Median length9
Mean length7.5490196
Min length3

Characters and Unicode

Total characters385
Distinct characters86
Distinct categories3 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique21 ?
Unique (%)41.2%

Sample

1st row더탄탄병원
2nd row부산자생한방병원
3rd row의료법인성신의료재단 다대수병원
4th row의료법인성신의료재단 다대수병원
5th row파크병원
ValueCountFrequency (%)
프라임병원 3
 
5.2%
경희병원 3
 
5.2%
큐병원 3
 
5.2%
삼성내과엠알영상의학과의원 3
 
5.2%
의료법인양경의료재단 3
 
5.2%
중앙u병원 3
 
5.2%
강동병원 3
 
5.2%
의료법인성신의료재단 3
 
5.2%
다대수병원 3
 
5.2%
부산본병원 3
 
5.2%
Other values (25) 28
48.3%
2023-12-12T14:32:17.527130image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
원 53
 
13.8%
의 38
 
9.9%
병 31
 
8.1%
과 23
 
6.0%
내 16
 
4.2%
료 12
 
3.1%
성 9
 
2.3%
단 8
 
2.1%
영 8
 
2.1%
인 7
 
1.8%
Other values (76) 180
46.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 373
96.9%
Space Separator 7
 
1.8%
Uppercase Letter 5
 
1.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
원 53
 
14.2%
의 38
 
10.2%
병 31
 
8.3%
과 23
 
6.2%
내 16
 
4.3%
료 12
 
3.2%
성 9
 
2.4%
단 8
 
2.1%
영 8
 
2.1%
인 7
 
1.9%
Other values (72) 168
45.0%
Uppercase Letter
ValueCountFrequency (%)
U 3
60.0%
K 1
 
20.0%
O 1
 
20.0%
Space Separator
ValueCountFrequency (%)
7
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 373
96.9%
Common 7
 
1.8%
Latin 5
 
1.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
원 53
 
14.2%
의 38
 
10.2%
병 31
 
8.3%
과 23
 
6.2%
내 16
 
4.3%
료 12
 
3.2%
성 9
 
2.4%
단 8
 
2.1%
영 8
 
2.1%
인 7
 
1.9%
Other values (72) 168
45.0%
Latin
ValueCountFrequency (%)
U 3
60.0%
K 1
 
20.0%
O 1
 
20.0%
Common
ValueCountFrequency (%)
7
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 373
96.9%
ASCII 12
 
3.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
원 53
 
14.2%
의 38
 
10.2%
병 31
 
8.3%
과 23
 
6.2%
내 16
 
4.3%
료 12
 
3.2%
성 9
 
2.4%
단 8
 
2.1%
영 8
 
2.1%
인 7
 
1.9%
Other values (72) 168
45.0%
ASCII
ValueCountFrequency (%)
7
58.3%
U 3
25.0%
K 1
 
8.3%
O 1
 
8.3%

의료기관소재지(도로명)
Text

Distinct32
Distinct (%)62.7%
Missing0
Missing (%)0.0%
Memory size540.0 B
2023-12-12T14:32:17.837357image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length45
Median length37
Mean length27.313725
Min length21

Characters and Unicode

Total characters1393
Distinct characters68
Distinct categories8 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique21 ?
Unique (%)41.2%

Sample

1st row부산광역시 사하구 사하로 189, 2층,3~4 일부층 (괴정동, 괴정어반푸르지오)
2nd row부산광역시 사하구 낙동남로 1427, 일성빌딩 6~9층 (하단동)
3rd row부산광역시 사하구 다대로 565 (다대동)
4th row부산광역시 사하구 다대로 565 (다대동)
5th row부산광역시 사하구 까치고개로 79-1 (괴정동)
ValueCountFrequency (%)
부산광역시 51
17.8%
사하구 51
17.8%
다대로 18
 
6.3%
낙동남로 13
 
4.5%
하단동 13
 
4.5%
장림동 10
 
3.5%
당리동 10
 
3.5%
낙동대로 9
 
3.1%
괴정동 6
 
2.1%
다대동 5
 
1.7%
Other values (63) 100
35.0%
2023-12-12T14:32:18.321128image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
235
 
16.9%
동 73
 
5.2%
하 66
 
4.7%
사 53
 
3.8%
부 52
 
3.7%
산 51
 
3.7%
( 51
 
3.7%
로 51
 
3.7%
) 51
 
3.7%
광 51
 
3.7%
Other values (58) 659
47.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 794
57.0%
Space Separator 235
 
16.9%
Decimal Number 212
 
15.2%
Open Punctuation 51
 
3.7%
Close Punctuation 51
 
3.7%
Other Punctuation 40
 
2.9%
Math Symbol 7
 
0.5%
Dash Punctuation 3
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 73
 
9.2%
하 66
 
8.3%
사 53
 
6.7%
부 52
 
6.5%
산 51
 
6.4%
로 51
 
6.4%
광 51
 
6.4%
구 51
 
6.4%
시 51
 
6.4%
역 51
 
6.4%
Other values (42) 244
30.7%
Decimal Number
ValueCountFrequency (%)
1 46
21.7%
4 30
14.2%
3 29
13.7%
5 25
11.8%
2 24
11.3%
6 15
 
7.1%
0 14
 
6.6%
8 13
 
6.1%
9 10
 
4.7%
7 6
 
2.8%
Space Separator
ValueCountFrequency (%)
235
100.0%
Open Punctuation
ValueCountFrequency (%)
( 51
100.0%
Close Punctuation
ValueCountFrequency (%)
) 51
100.0%
Other Punctuation
ValueCountFrequency (%)
, 40
100.0%
Math Symbol
ValueCountFrequency (%)
~ 7
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 794
57.0%
Common 599
43.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 73
 
9.2%
하 66
 
8.3%
사 53
 
6.7%
부 52
 
6.5%
산 51
 
6.4%
로 51
 
6.4%
광 51
 
6.4%
구 51
 
6.4%
시 51
 
6.4%
역 51
 
6.4%
Other values (42) 244
30.7%
Common
ValueCountFrequency (%)
235
39.2%
( 51
 
8.5%
) 51
 
8.5%
1 46
 
7.7%
, 40
 
6.7%
4 30
 
5.0%
3 29
 
4.8%
5 25
 
4.2%
2 24
 
4.0%
6 15
 
2.5%
Other values (6) 53
 
8.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 794
57.0%
ASCII 599
43.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
235
39.2%
( 51
 
8.5%
) 51
 
8.5%
1 46
 
7.7%
, 40
 
6.7%
4 30
 
5.0%
3 29
 
4.8%
5 25
 
4.2%
2 24
 
4.0%
6 15
 
2.5%
Other values (6) 53
 
8.8%
Hangul
ValueCountFrequency (%)
동 73
 
9.2%
하 66
 
8.3%
사 53
 
6.7%
부 52
 
6.5%
산 51
 
6.4%
로 51
 
6.4%
광 51
 
6.4%
구 51
 
6.4%
시 51
 
6.4%
역 51
 
6.4%
Other values (42) 244
30.7%

의료장비종류
Categorical

Distinct3
Distinct (%)5.9%
Missing0
Missing (%)0.0%
Memory size540.0 B
유방촬영용장치
27 
CT
13 
MRI
11 

Length

Max length7
Median length7
Mean length4.8627451
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowMRI
2nd rowMRI
3rd rowCT
4th rowMRI
5th rowCT

Common Values

ValueCountFrequency (%)
유방촬영용장치 27
52.9%
CT 13
25.5%
MRI 11
21.6%

Length

2023-12-12T14:32:18.505789image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:32:18.646153image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
유방촬영용장치 27
52.9%
ct 13
25.5%
mri 11
21.6%

형식명
Text

MISSING 

Distinct31
Distinct (%)62.0%
Missing1
Missing (%)2.0%
Memory size540.0 B
2023-12-12T14:32:18.889006image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length24
Median length10
Mean length9.06
Min length2

Characters and Unicode

Total characters453
Distinct characters30
Distinct categories8 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique20 ?
Unique (%)40.0%

Sample

1st row1.5 Tesla
2nd rowM-1.5-S
3rd rowWCT-200-140
4th rowM-1.5-S
5th rowWCT-200-140
ValueCountFrequency (%)
mhr-100-35 4
 
7.8%
wct-180-130 4
 
7.8%
mr-100-35 4
 
7.8%
1.5t 3
 
5.9%
mhr-100-39 3
 
5.9%
m-1.5-s 2
 
3.9%
wct-200-140 2
 
3.9%
mr-85-35 2
 
3.9%
mhr-39-p 2
 
3.9%
wct-345-130 2
 
3.9%
Other values (22) 23
45.1%
2023-12-12T14:32:19.285794image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 88
19.4%
0 57
12.6%
1 40
8.8%
3 36
7.9%
5 33
 
7.3%
M 32
 
7.1%
R 29
 
6.4%
T 20
 
4.4%
H 16
 
3.5%
4 14
 
3.1%
Other values (20) 88
19.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 210
46.4%
Uppercase Letter 138
30.5%
Dash Punctuation 88
19.4%
Other Punctuation 8
 
1.8%
Lowercase Letter 6
 
1.3%
Space Separator 1
 
0.2%
Close Punctuation 1
 
0.2%
Open Punctuation 1
 
0.2%

Most frequent character per category

Uppercase Letter
ValueCountFrequency (%)
M 32
23.2%
R 29
21.0%
T 20
14.5%
H 16
11.6%
C 14
10.1%
W 14
10.1%
P 7
 
5.1%
I 3
 
2.2%
S 2
 
1.4%
D 1
 
0.7%
Decimal Number
ValueCountFrequency (%)
0 57
27.1%
1 40
19.0%
3 36
17.1%
5 33
15.7%
4 14
 
6.7%
9 10
 
4.8%
2 9
 
4.3%
8 8
 
3.8%
6 3
 
1.4%
Lowercase Letter
ValueCountFrequency (%)
l 1
16.7%
s 1
16.7%
e 1
16.7%
t 1
16.7%
x 1
16.7%
a 1
16.7%
Dash Punctuation
ValueCountFrequency (%)
- 88
100.0%
Other Punctuation
ValueCountFrequency (%)
. 8
100.0%
Space Separator
ValueCountFrequency (%)
1
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 309
68.2%
Latin 144
31.8%

Most frequent character per script

Latin
ValueCountFrequency (%)
M 32
22.2%
R 29
20.1%
T 20
13.9%
H 16
11.1%
C 14
9.7%
W 14
9.7%
P 7
 
4.9%
I 3
 
2.1%
S 2
 
1.4%
l 1
 
0.7%
Other values (6) 6
 
4.2%
Common
ValueCountFrequency (%)
- 88
28.5%
0 57
18.4%
1 40
12.9%
3 36
11.7%
5 33
 
10.7%
4 14
 
4.5%
9 10
 
3.2%
2 9
 
2.9%
. 8
 
2.6%
8 8
 
2.6%
Other values (4) 6
 
1.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 453
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 88
19.4%
0 57
12.6%
1 40
8.8%
3 36
7.9%
5 33
 
7.3%
M 32
 
7.1%
R 29
 
6.4%
T 20
 
4.4%
H 16
 
3.5%
4 14
 
3.1%
Other values (20) 88
19.4%

검사연월일
Date

Distinct44
Distinct (%)86.3%
Missing0
Missing (%)0.0%
Memory size540.0 B
Minimum1900-01-01 00:00:00
Maximum2023-06-12 00:00:00
2023-12-12T14:32:19.461027image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:32:19.617284image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=44)

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size540.0 B
2023-06-12
51 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-06-12
2nd row2023-06-12
3rd row2023-06-12
4th row2023-06-12
5th row2023-06-12

Common Values

ValueCountFrequency (%)
2023-06-12 51
100.0%

Length

2023-12-12T14:32:19.758803image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:32:19.847635image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-06-12 51
100.0%

Correlations

2023-12-12T14:32:19.913100image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
의료기관명의료기관소재지(도로명)의료장비종류형식명검사연월일
의료기관명1.0001.0000.0000.0000.960
의료기관소재지(도로명)1.0001.0000.0000.0000.960
의료장비종류0.0000.0001.0001.0000.758
형식명0.0000.0001.0001.0000.000
검사연월일0.9600.9600.7580.0001.000

Missing values

2023-12-12T14:32:16.179079image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T14:32:16.353799image/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

사용구분의료기관명의료기관소재지(도로명)의료장비종류형식명검사연월일데이터기준일자
0사용중더탄탄병원부산광역시 사하구 사하로 189, 2층,3~4 일부층 (괴정동, 괴정어반푸르지오)MRI1.5 Tesla2022-06-202023-06-12
1사용중부산자생한방병원부산광역시 사하구 낙동남로 1427, 일성빌딩 6~9층 (하단동)MRIM-1.5-S2023-05-262023-06-12
2사용중의료법인성신의료재단 다대수병원부산광역시 사하구 다대로 565 (다대동)CTWCT-200-1402022-06-302023-06-12
3사용중의료법인성신의료재단 다대수병원부산광역시 사하구 다대로 565 (다대동)MRIM-1.5-S2022-06-302023-06-12
4사용중파크병원부산광역시 사하구 까치고개로 79-1 (괴정동)CTWCT-200-1402022-07-242023-06-12
5사용중부산본병원부산광역시 사하구 승학로 8 (당리동)MRI3.0T2022-06-172023-06-12
6사용중경희병원부산광역시 사하구 다대로 321 (장림동)MRI1.5T2022-12-222023-06-12
7사용중큐병원부산광역시 사하구 낙동남로 1401 (하단동)CTWCT-260-1402022-07-212023-06-12
8사용중장림한서병원부산광역시 사하구 다대로 315 (장림동)CTWCT-225-1302022-06-162023-06-12
9사용중삼성내과엠알영상의학과의원부산광역시 사하구 낙동남로 1392, 3,4,8~12층 (하단동)CTWCT-345-1302022-05-162023-06-12
사용구분의료기관명의료기관소재지(도로명)의료장비종류형식명검사연월일데이터기준일자
41사용중하단속시원내과의원부산광역시 사하구 낙동대로 444, 3-4층 (당리동)유방촬영용장치MR-150-352023-01-252023-06-12
42사용중뉴본여성의원부산광역시 사하구 낙동대로 234, 2~7, 10층 (괴정동, 조일빌딩)유방촬영용장치MR-85-352022-01-222023-06-12
43사용중김은영내과의원부산광역시 사하구 낙동남로 1389, 6,7층 (하단동)유방촬영용장치MR-100-352023-06-122023-06-12
44사용중최원락내과의원부산광역시 사하구 옥천로 5 (감천동)유방촬영용장치MR-100-352022-09-222023-06-12
45사용중에디스여성병원부산광역시 사하구 낙동대로 361 (당리동)유방촬영용장치MR-100-352022-12-272023-06-12
46사용중강동병원부산광역시 사하구 다대로 145 (신평동)유방촬영용장치MIR-100-352022-05-062023-06-12
47사용중하나병원부산광역시 사하구 다대로 311 (장림동)유방촬영용장치MIHR-49-P2023-01-192023-06-12
48사용중영광내과의원부산광역시 사하구 낙동대로 275, 4층 (괴정동)유방촬영용장치MR-34-P2023-04-132023-06-12
49사용중프라임병원부산광역시 사하구 낙동남로 1410 (하단동)유방촬영용장치MHR-49-P2023-04-152023-06-12
50사용중경희병원부산광역시 사하구 다대로 321 (장림동)유방촬영용장치MHR-35-P2022-08-172023-06-12