Overview

Dataset statistics

Number of variables4
Number of observations64
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.2 KiB
Average record size in memory35.1 B

Variable types

Categorical3
Text1

Dataset

Description인천광역시 미추홀구 숭의보건지소 재활치료실 장비목록에 대한 데이터로 장비유형, 장비명, 대수, 기능 등을 제공합니다.
Author인천광역시 미추홀구
URLhttps://data.incheon.go.kr/findData/publicDataDetail?dataId=3044792&srcSe=7661IVAWM27C61E190

Alerts

장비유형 is highly overall correlated with 기능High correlation
기능 is highly overall correlated with 장비유형High correlation
대수 is highly imbalanced (63.6%)Imbalance
장비명 has unique valuesUnique

Reproduction

Analysis started2024-03-18 04:00:53.125161
Analysis finished2024-03-18 04:00:53.913933
Duration0.79 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

장비유형
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)4.7%
Missing0
Missing (%)0.0%
Memory size644.0 B
작업치료도구
33 
재활치료장비
24 
물리치료장비
7 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
작업치료도구 33
51.6%
재활치료장비 24
37.5%
물리치료장비 7
 
10.9%

Length

2024-03-18T13:00:53.971083image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-18T13:00:54.056474image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
작업치료도구 33
51.6%
재활치료장비 24
37.5%
물리치료장비 7
 
10.9%

장비명
Text

UNIQUE 

Distinct64
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size644.0 B
2024-03-18T13:00:54.292364image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length26
Median length15.5
Mean length11
Min length4

Characters and Unicode

Total characters704
Distinct characters210
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique64 ?
Unique (%)100.0%

Sample

1st row등속성 상지 에르고미터
2nd row등속성 하지 에르고미터
3rd row등속성 상·하지 연동 에르고미터
4th row상·하지 연동 좌식 스텝퍼
5th row전동 하지 운동치료기
ValueCountFrequency (%)
보드 4
 
2.3%
세트 4
 
2.3%
4
 
2.3%
운동기 4
 
2.3%
상·하지 4
 
2.3%
평가 4
 
2.3%
전동 3
 
1.8%
도구 3
 
1.8%
운동치료기 3
 
1.8%
등속성 3
 
1.8%
Other values (122) 135
78.9%
2024-03-18T13:00:54.646697image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
115
 
16.3%
기 29
 
4.1%
동 20
 
2.8%
지 18
 
2.6%
운 15
 
2.1%
전 13
 
1.8%
트 13
 
1.8%
치 12
 
1.7%
평 12
 
1.7%
도 11
 
1.6%
Other values (200) 446
63.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 479
68.0%
Space Separator 115
 
16.3%
Lowercase Letter 65
 
9.2%
Uppercase Letter 24
 
3.4%
Other Punctuation 11
 
1.6%
Close Punctuation 3
 
0.4%
Open Punctuation 3
 
0.4%
Dash Punctuation 2
 
0.3%
Decimal Number 2
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
기 29
 
6.1%
동 20
 
4.2%
지 18
 
3.8%
운 15
 
3.1%
전 13
 
2.7%
트 13
 
2.7%
치 12
 
2.5%
평 12
 
2.5%
도 11
 
2.3%
료 11
 
2.3%
Other values (158) 325
67.8%
Lowercase Letter
ValueCountFrequency (%)
e 11
16.9%
s 9
13.8%
h 4
 
6.2%
n 4
 
6.2%
r 4
 
6.2%
a 3
 
4.6%
b 3
 
4.6%
o 3
 
4.6%
i 3
 
4.6%
c 3
 
4.6%
Other values (10) 18
27.7%
Uppercase Letter
ValueCountFrequency (%)
P 4
16.7%
C 3
12.5%
T 3
12.5%
E 2
8.3%
L 2
8.3%
B 2
8.3%
R 2
8.3%
A 1
 
4.2%
D 1
 
4.2%
U 1
 
4.2%
Other values (3) 3
12.5%
Other Punctuation
ValueCountFrequency (%)
/ 4
36.4%
· 4
36.4%
, 3
27.3%
Decimal Number
ValueCountFrequency (%)
2 1
50.0%
8 1
50.0%
Space Separator
ValueCountFrequency (%)
115
100.0%
Close Punctuation
ValueCountFrequency (%)
) 3
100.0%
Open Punctuation
ValueCountFrequency (%)
( 3
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 479
68.0%
Common 136
 
19.3%
Latin 89
 
12.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
기 29
 
6.1%
동 20
 
4.2%
지 18
 
3.8%
운 15
 
3.1%
전 13
 
2.7%
트 13
 
2.7%
치 12
 
2.5%
평 12
 
2.5%
도 11
 
2.3%
료 11
 
2.3%
Other values (158) 325
67.8%
Latin
ValueCountFrequency (%)
e 11
 
12.4%
s 9
 
10.1%
h 4
 
4.5%
n 4
 
4.5%
P 4
 
4.5%
r 4
 
4.5%
a 3
 
3.4%
b 3
 
3.4%
C 3
 
3.4%
o 3
 
3.4%
Other values (23) 41
46.1%
Common
ValueCountFrequency (%)
115
84.6%
/ 4
 
2.9%
· 4
 
2.9%
) 3
 
2.2%
, 3
 
2.2%
( 3
 
2.2%
- 2
 
1.5%
2 1
 
0.7%
8 1
 
0.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 479
68.0%
ASCII 221
31.4%
None 4
 
0.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
115
52.0%
e 11
 
5.0%
s 9
 
4.1%
h 4
 
1.8%
/ 4
 
1.8%
n 4
 
1.8%
P 4
 
1.8%
r 4
 
1.8%
a 3
 
1.4%
b 3
 
1.4%
Other values (31) 60
27.1%
Hangul
ValueCountFrequency (%)
기 29
 
6.1%
동 20
 
4.2%
지 18
 
3.8%
운 15
 
3.1%
전 13
 
2.7%
트 13
 
2.7%
치 12
 
2.5%
평 12
 
2.5%
도 11
 
2.3%
료 11
 
2.3%
Other values (158) 325
67.8%
None
ValueCountFrequency (%)
· 4
100.0%

대수
Categorical

IMBALANCE 

Distinct5
Distinct (%)7.8%
Missing0
Missing (%)0.0%
Memory size644.0 B
1
55 
3
 
4
2
 
2
5
 
2
4
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)1.6%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 55
85.9%
3 4
 
6.2%
2 2
 
3.1%
5 2
 
3.1%
4 1
 
1.6%

Length

2024-03-18T13:00:54.782644image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-18T13:00:54.887313image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 55
85.9%
3 4
 
6.2%
2 2
 
3.1%
5 2
 
3.1%
4 1
 
1.6%

기능
Categorical

HIGH CORRELATION 

Distinct23
Distinct (%)35.9%
Missing0
Missing (%)0.0%
Memory size644.0 B
손기능 운동
18 
근·심폐 지구력
8 
근력강화
6 
인지평가도구
5 
전기치료기
4 
Other values (18)
23 

Length

Max length11
Median length10
Mean length6.34375
Min length4

Unique

Unique15 ?
Unique (%)23.4%

Sample

1st row근·심폐 지구력
2nd row근·심폐 지구력
3rd row근·심폐 지구력
4th row근·심폐 지구력
5th row근·심폐 지구력

Common Values

ValueCountFrequency (%)
손기능 운동 18
28.1%
근·심폐 지구력 8
12.5%
근력강화 6
 
9.4%
인지평가도구 5
 
7.8%
전기치료기 4
 
6.2%
보행훈련 3
 
4.7%
손기능평가도구 3
 
4.7%
상지평가도구 2
 
3.1%
환자치료용 침대 1
 
1.6%
체중지지를 위한 도구 1
 
1.6%
Other values (13) 13
20.3%

Length

2024-03-18T13:00:54.995554image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
손기능 18
17.5%
운동 18
17.5%
근·심폐 8
 
7.8%
지구력 8
 
7.8%
근력강화 6
 
5.8%
인지평가도구 5
 
4.9%
전기치료기 4
 
3.9%
보행훈련 3
 
2.9%
손기능평가도구 3
 
2.9%
테이블 2
 
1.9%
Other values (25) 28
27.2%

Correlations

2024-03-18T13:00:55.069049image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
장비유형장비명대수기능
장비유형1.0001.0000.4501.000
장비명1.0001.0001.0001.000
대수0.4501.0001.0000.417
기능1.0001.0000.4171.000
2024-03-18T13:00:55.142650image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
대수장비유형기능
대수1.0000.3740.167
장비유형0.3741.0000.820
기능0.1670.8201.000
2024-03-18T13:00:55.218602image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
장비유형대수기능
장비유형1.0000.3740.820
대수0.3741.0000.167
기능0.8200.1671.000

Missing values

2024-03-18T13:00:53.816456image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-18T13:00:53.884396image/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

장비유형장비명대수기능
0재활치료장비등속성 상지 에르고미터1근·심폐 지구력
1재활치료장비등속성 하지 에르고미터1근·심폐 지구력
2재활치료장비등속성 상·하지 연동 에르고미터1근·심폐 지구력
3재활치료장비상·하지 연동 좌식 스텝퍼1근·심폐 지구력
4재활치료장비전동 하지 운동치료기1근·심폐 지구력
5재활치료장비전동 상·하지 운동치료기1근·심폐 지구력
6재활치료장비상하지복합 운동기기1근·심폐 지구력
7재활치료장비수력저항식 상·하지 운동치료기1근·심폐 지구력
8재활치료장비전문 균형 평가 및 훈련시스템1근력 능력 측정
9재활치료장비Biceps / Triceps1근력강화
장비유형장비명대수기능
54작업치료도구운동치료용 볼 세트3근육이완, 자세교정
55작업치료도구손 기능 평가도구1손기능평가도구
56작업치료도구세라밴드 키트1손기능평가도구
57작업치료도구구슬 끼우기1손기능 운동
58작업치료도구인지능력 훈련 소프트웨어(컴퓨터포함)1인지평가도구
59작업치료도구시지각검사도구1인지평가도구
60작업치료도구작업 인지 평가 도구 -노인용1인지평가도구
61작업치료도구뇌졸중 환자의 상지운동기능 평가 도구1상지평가도구
62작업치료도구상지운동 그라마이저1상지재활운동
63작업치료도구손목 외전 내전 휠1손기능 운동