Overview

Dataset statistics

Number of variables3
Number of observations64
Missing cells0
Missing cells (%)0.0%
Duplicate rows4
Duplicate rows (%)6.2%
Total size in memory1.6 KiB
Average record size in memory26.1 B

Variable types

Categorical2
Text1

Dataset

Description부산광역시동래구_특수의료장비설치현황_20230724
Author부산광역시 동래구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15117031

Alerts

Dataset has 4 (6.2%) duplicate rowsDuplicates

Reproduction

Analysis started2023-12-10 17:01:11.736566
Analysis finished2023-12-10 17:01:12.099691
Duration0.36 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

의료기관명
Categorical

Distinct28
Distinct (%)43.8%
Missing0
Missing (%)0.0%
Memory size644.0 B
한국건강관리협회건강증진의원
11 
동래봉생병원
5 
대동병원
4 
부산우리들병원
4 
늘빛영상의학과의원
 
3
Other values (23)
37 

Length

Max length20
Median length15
Mean length9.703125
Min length4

Unique

Unique12 ?
Unique (%)18.8%

Sample

1st row거인병원
2nd row거인병원
3rd row부산미남병원
4th row부산미남병원
5th row한국건강관리협회건강증진의원

Common Values

ValueCountFrequency (%)
한국건강관리협회건강증진의원 11
17.2%
동래봉생병원 5
 
7.8%
대동병원 4
 
6.2%
부산우리들병원 4
 
6.2%
늘빛영상의학과의원 3
 
4.7%
의료법인 상원의료재단 부산힘찬병원 3
 
4.7%
사단법인 부산의료선교회 세계로병원 3
 
4.7%
의료법인 광혜의료재단 광혜병원 3
 
4.7%
미래영상의학과의원 2
 
3.1%
동래우리들병원 2
 
3.1%
Other values (18) 24
37.5%

Length

2023-12-11T02:01:12.219761image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
한국건강관리협회건강증진의원 11
 
12.6%
의료법인 8
 
9.2%
동래봉생병원 5
 
5.7%
대동병원 4
 
4.6%
부산우리들병원 4
 
4.6%
부산의료선교회 3
 
3.4%
광혜병원 3
 
3.4%
광혜의료재단 3
 
3.4%
세계로병원 3
 
3.4%
사단법인 3
 
3.4%
Other values (25) 40
46.0%

의료장비종류
Categorical

Distinct3
Distinct (%)4.7%
Missing0
Missing (%)0.0%
Memory size644.0 B
유방촬영용장치
26 
MRI
19 
CT
19 

Length

Max length7
Median length3
Mean length4.328125
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
유방촬영용장치 26
40.6%
MRI 19
29.7%
CT 19
29.7%

Length

2023-12-11T02:01:12.416967image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:01:12.586169image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
유방촬영용장치 26
40.6%
mri 19
29.7%
ct 19
29.7%

모델명
Text

Distinct43
Distinct (%)67.2%
Missing0
Missing (%)0.0%
Memory size644.0 B
2023-12-11T02:01:12.939144image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length59
Median length25
Mean length17.875
Min length3

Characters and Unicode

Total characters1144
Distinct characters60
Distinct categories10 ?
Distinct scripts2 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique30 ?
Unique (%)46.9%

Sample

1st rowMAGENTOM Trio A Tim System
2nd rowSOMATOM go.Now
3rd rowMAGNETOM Sempra
4th rowSOMATOM go.Now
5th rowRevolution EVO
ValueCountFrequency (%)
magnetom 10
 
6.4%
somatom 8
 
5.1%
selenia 6
 
3.8%
system 5
 
3.2%
ct 4
 
2.6%
sempra 4
 
2.6%
dimensions 4
 
2.6%
1.5t 4
 
2.6%
revolution 3
 
1.9%
model 3
 
1.9%
Other values (70) 105
67.3%
2023-12-11T02:01:13.677641image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
92
 
8.0%
e 72
 
6.3%
i 70
 
6.1%
M 62
 
5.4%
n 52
 
4.5%
A 48
 
4.2%
S 46
 
4.0%
a 46
 
4.0%
T 42
 
3.7%
o 37
 
3.2%
Other values (50) 577
50.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 547
47.8%
Uppercase Letter 391
34.2%
Space Separator 92
 
8.0%
Decimal Number 71
 
6.2%
Dash Punctuation 19
 
1.7%
Other Punctuation 11
 
1.0%
Close Punctuation 4
 
0.3%
Open Punctuation 4
 
0.3%
Letter Number 4
 
0.3%
Other Symbol 1
 
0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 72
13.2%
i 70
12.8%
n 52
9.5%
a 46
 
8.4%
o 37
 
6.8%
s 36
 
6.6%
m 28
 
5.1%
t 28
 
5.1%
l 27
 
4.9%
r 26
 
4.8%
Other values (14) 125
22.9%
Uppercase Letter
ValueCountFrequency (%)
M 62
15.9%
A 48
12.3%
S 46
11.8%
T 42
10.7%
O 35
9.0%
E 22
 
5.6%
N 22
 
5.6%
D 19
 
4.9%
G 13
 
3.3%
R 12
 
3.1%
Other values (10) 70
17.9%
Decimal Number
ValueCountFrequency (%)
0 30
42.3%
1 18
25.4%
5 7
 
9.9%
6 7
 
9.9%
3 6
 
8.5%
2 2
 
2.8%
8 1
 
1.4%
Other Punctuation
ValueCountFrequency (%)
. 9
81.8%
& 2
 
18.2%
Letter Number
ValueCountFrequency (%)
Ⅳ 3
75.0%
Ⅲ 1
 
25.0%
Space Separator
ValueCountFrequency (%)
92
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 19
100.0%
Close Punctuation
ValueCountFrequency (%)
) 4
100.0%
Open Punctuation
ValueCountFrequency (%)
( 4
100.0%
Other Symbol
ValueCountFrequency (%)
™ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 942
82.3%
Common 202
 
17.7%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 72
 
7.6%
i 70
 
7.4%
M 62
 
6.6%
n 52
 
5.5%
A 48
 
5.1%
S 46
 
4.9%
a 46
 
4.9%
T 42
 
4.5%
o 37
 
3.9%
s 36
 
3.8%
Other values (36) 431
45.8%
Common
ValueCountFrequency (%)
92
45.5%
0 30
 
14.9%
- 19
 
9.4%
1 18
 
8.9%
. 9
 
4.5%
5 7
 
3.5%
6 7
 
3.5%
3 6
 
3.0%
) 4
 
2.0%
( 4
 
2.0%
Other values (4) 6
 
3.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1139
99.6%
Number Forms 4
 
0.3%
Letterlike Symbols 1
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
92
 
8.1%
e 72
 
6.3%
i 70
 
6.1%
M 62
 
5.4%
n 52
 
4.6%
A 48
 
4.2%
S 46
 
4.0%
a 46
 
4.0%
T 42
 
3.7%
o 37
 
3.2%
Other values (47) 572
50.2%
Number Forms
ValueCountFrequency (%)
Ⅳ 3
75.0%
Ⅲ 1
 
25.0%
Letterlike Symbols
ValueCountFrequency (%)
™ 1
100.0%

Correlations

2023-12-11T02:01:13.869088image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
의료기관명의료장비종류모델명
의료기관명1.0000.0000.959
의료장비종류0.0001.0001.000
모델명0.9591.0001.000
2023-12-11T02:01:14.023362image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
의료장비종류의료기관명
의료장비종류1.0000.000
의료기관명0.0001.000
2023-12-11T02:01:14.165646image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
의료기관명의료장비종류
의료기관명1.0000.000
의료장비종류0.0001.000

Missing values

2023-12-11T02:01:11.951203image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T02:01:12.056367image/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

의료기관명의료장비종류모델명
0거인병원MRIMAGENTOM Trio A Tim System
1거인병원CTSOMATOM go.Now
2부산미남병원MRIMAGNETOM Sempra
3부산미남병원CTSOMATOM go.Now
4한국건강관리협회건강증진의원CTRevolution EVO
5동래우리들병원CTRevolution EVO
6대동병원CTIncisive CT
7동래봉생병원CTRevolution Maxima
8의료법인 파란시티의료재단 부산항운병원CTTOSHIBA SCANNER Aquilion CXL MODEL TSX-101A
9미래병원MRIMAGNETOM Sempra
의료기관명의료장비종류모델명
54대동병원유방촬영용장치DMX-600
55새길내과의원유방촬영용장치M-Ⅲ
56한국건강관리협회건강증진의원유방촬영용장치M-Ⅳ
57한국건강관리협회건강증진의원유방촬영용장치Selenia Full Field Digital Mammography System & Accessories
58우리비전내과외과의원유방촬영용장치Alpha ST
59한국건강관리협회건강증진의원유방촬영용장치M-Ⅳ
60바룸내과의원유방촬영용장치ALPHAST
61사단법인 부산의료선교회 세계로병원유방촬영용장치Selenia Full Field Digital Mammography System & Accessories
62한국건강관리협회건강증진의원유방촬영용장치M-Ⅳ
63의료법인 파란시티의료재단 부산항운병원유방촬영용장치MX-500

Duplicate rows

Most frequently occurring

의료기관명의료장비종류모델명# duplicates
2한국건강관리협회건강증진의원유방촬영용장치M-Ⅳ3
0부산우리들병원MRIAchieva 1.5T2
1한국건강관리협회건강증진의원MRI1.5T Signa HDxt2
3한국건강관리협회건강증진의원유방촬영용장치Selenia Dimensions universal2