Overview

Dataset statistics

Number of variables3
Number of observations72
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.9 KiB
Average record size in memory26.8 B

Variable types

Text1
Categorical1
Numeric1

Dataset

Description2022년 국립소록도병원에서 실시한 진료과별 진료내역을 진료과명, 진료내역, 진료건수로 구분하여 제공합니다.
URLhttps://www.data.go.kr/data/15121187/fileData.do

Alerts

진료건수 has 6 (8.3%) zerosZeros

Reproduction

Analysis started2023-12-12 05:56:34.045476
Analysis finished2023-12-12 05:56:34.387210
Duration0.34 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

진료내역
Text

Distinct62
Distinct (%)86.1%
Missing0
Missing (%)0.0%
Memory size708.0 B
2023-12-12T14:56:34.549889image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length9
Median length7
Mean length3.6388889
Min length2

Characters and Unicode

Total characters262
Distinct characters125
Distinct categories5 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique60 ?
Unique (%)83.3%

Sample

1st row호흡기계
2nd row위장,소화기계
3rd row순환기계
4th row간장질환
5th row내분비계
ValueCountFrequency (%)
기타 10
 
13.5%
뇌혈관질환 2
 
2.7%
호흡기계 1
 
1.4%
말초신경병 1
 
1.4%
안구건조 1
 
1.4%
속눈썹증 1
 
1.4%
이(耳 1
 
1.4%
비(鼻 1
 
1.4%
인후(咽喉 1
 
1.4%
충치치료 1
 
1.4%
Other values (54) 54
73.0%
2023-12-12T14:56:34.967973image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
기 14
 
5.3%
타 10
 
3.8%
치 8
 
3.1%
장 7
 
2.7%
질 7
 
2.7%
환 7
 
2.7%
상 7
 
2.7%
염 6
 
2.3%
증 6
 
2.3%
계 5
 
1.9%
Other values (115) 185
70.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 250
95.4%
Open Punctuation 4
 
1.5%
Close Punctuation 4
 
1.5%
Space Separator 2
 
0.8%
Other Punctuation 2
 
0.8%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
기 14
 
5.6%
타 10
 
4.0%
치 8
 
3.2%
장 7
 
2.8%
질 7
 
2.8%
환 7
 
2.8%
상 7
 
2.8%
염 6
 
2.4%
증 6
 
2.4%
계 5
 
2.0%
Other values (110) 173
69.2%
Other Punctuation
ValueCountFrequency (%)
/ 1
50.0%
, 1
50.0%
Open Punctuation
ValueCountFrequency (%)
( 4
100.0%
Close Punctuation
ValueCountFrequency (%)
) 4
100.0%
Space Separator
ValueCountFrequency (%)
2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 246
93.9%
Common 12
 
4.6%
Han 4
 
1.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
기 14
 
5.7%
타 10
 
4.1%
치 8
 
3.3%
장 7
 
2.8%
질 7
 
2.8%
환 7
 
2.8%
상 7
 
2.8%
염 6
 
2.4%
증 6
 
2.4%
계 5
 
2.0%
Other values (106) 169
68.7%
Common
ValueCountFrequency (%)
( 4
33.3%
) 4
33.3%
2
16.7%
/ 1
 
8.3%
, 1
 
8.3%
Han
ValueCountFrequency (%)
喉 1
25.0%
咽 1
25.0%
鼻 1
25.0%
耳 1
25.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 246
93.9%
ASCII 12
 
4.6%
CJK 4
 
1.5%

Most frequent character per block

Hangul
ValueCountFrequency (%)
기 14
 
5.7%
타 10
 
4.1%
치 8
 
3.3%
장 7
 
2.8%
질 7
 
2.8%
환 7
 
2.8%
상 7
 
2.8%
염 6
 
2.4%
증 6
 
2.4%
계 5
 
2.0%
Other values (106) 169
68.7%
ASCII
ValueCountFrequency (%)
( 4
33.3%
) 4
33.3%
2
16.7%
/ 1
 
8.3%
, 1
 
8.3%
CJK
ValueCountFrequency (%)
喉 1
25.0%
咽 1
25.0%
鼻 1
25.0%
耳 1
25.0%

진료과명
Categorical

Distinct10
Distinct (%)13.9%
Missing0
Missing (%)0.0%
Memory size708.0 B
안과
12 
피부과
10 
신경과
10 
외과
7 
한의과
7 
Other values (5)
26 

Length

Max length5
Median length3
Mean length2.9583333
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
안과 12
16.7%
피부과 10
13.9%
신경과 10
13.9%
외과 7
9.7%
한의과 7
9.7%
내과 6
8.3%
치과 6
8.3%
비뇨의학과 5
6.9%
재활의학과 5
6.9%
이비인후과 4
 
5.6%

Length

2023-12-12T14:56:35.124029image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:56:35.262338image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
안과 12
16.7%
피부과 10
13.9%
신경과 10
13.9%
외과 7
9.7%
한의과 7
9.7%
내과 6
8.3%
치과 6
8.3%
비뇨의학과 5
6.9%
재활의학과 5
6.9%
이비인후과 4
 
5.6%

진료건수
Real number (ℝ)

ZEROS 

Distinct59
Distinct (%)81.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean349.33333
Minimum0
Maximum3860
Zeros6
Zeros (%)8.3%
Negative0
Negative (%)0.0%
Memory size780.0 B
2023-12-12T14:56:35.433129image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q19.75
median55
Q3324
95-th percentile1419.45
Maximum3860
Range3860
Interquartile range (IQR)314.25

Descriptive statistics

Standard deviation714.04255
Coefficient of variation (CV)2.0440149
Kurtosis12.634524
Mean349.33333
Median Absolute Deviation (MAD)54.5
Skewness3.4071704
Sum25152
Variance509856.76
MonotonicityNot monotonic
2023-12-12T14:56:35.852867image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 6
 
8.3%
5 3
 
4.2%
44 2
 
2.8%
10 2
 
2.8%
3 2
 
2.8%
324 2
 
2.8%
4 2
 
2.8%
55 2
 
2.8%
138 1
 
1.4%
914 1
 
1.4%
Other values (49) 49
68.1%
ValueCountFrequency (%)
0 6
8.3%
1 1
 
1.4%
2 1
 
1.4%
3 2
 
2.8%
4 2
 
2.8%
5 3
4.2%
6 1
 
1.4%
8 1
 
1.4%
9 1
 
1.4%
10 2
 
2.8%
ValueCountFrequency (%)
3860 1
1.4%
3360 1
1.4%
2660 1
1.4%
1640 1
1.4%
1239 1
1.4%
1217 1
1.4%
914 1
1.4%
879 1
1.4%
859 1
1.4%
841 1
1.4%

Interactions

2023-12-12T14:56:34.165198image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T14:56:35.960401image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
진료내역진료과명진료건수
진료내역1.0000.0000.000
진료과명0.0001.0000.425
진료건수0.0000.4251.000
2023-12-12T14:56:36.043876image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
진료건수진료과명
진료건수1.0000.211
진료과명0.2111.000

Missing values

2023-12-12T14:56:34.288985image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T14:56:34.357430image/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

진료내역진료과명진료건수
0호흡기계내과859
1위장,소화기계내과692
2순환기계내과2660
3간장질환내과442
4내분비계내과1239
5기타내과3360
6전립선비대증비뇨의학과365
7방광염비뇨의학과215
8요실금비뇨의학과55
9신경인성방광비뇨의학과238
진료내역진료과명진료건수
62근골격계질환재활의학과160
63보장구재활의학과0
64기타재활의학과3860
65슬통한의과324
66요배한의과479
67견비통한의과324
68외상한의과4
69중풍한의과5
70내상한의과72
71기타한의과75