Overview

Dataset statistics

Number of variables23
Number of observations36
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory7.3 KiB
Average record size in memory208.7 B

Variable types

Text1
Categorical8
Numeric14

Dataset

Description사립학교교직원연금공단 월별 특수요양비지급현황(건수) 관련된 날짜, 구분, 진료비, 식대, MRI, 초음파검사비, 보조기, 보철구 등의 항목을 제공합니다.
URLhttps://www.data.go.kr/data/15112967/fileData.do

Alerts

구분 has constant value ""Constant
화상치료제 has constant value ""Constant
화상반흔제거수술 has constant value ""Constant
성형수술 has constant value ""Constant
한방및물리치료비 has constant value ""Constant
보철구수당 has constant value ""Constant
진료비 is highly imbalanced (69.0%)Imbalance
선택진료비 is highly imbalanced (69.0%)Imbalance
날짜 has unique valuesUnique
보철구 has 12 (33.3%) zerosZeros
이송비 has 7 (19.4%) zerosZeros
상급병실료 has 8 (22.2%) zerosZeros
기타 has 9 (25.0%) zerosZeros

Reproduction

Analysis started2023-12-12 21:37:20.055818
Analysis finished2023-12-12 21:37:20.271456
Duration0.22 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

날짜
Text

UNIQUE 

Distinct36
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size420.0 B
2023-12-13T06:37:20.358248image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length9
Median length8
Mean length8.25
Min length8

Characters and Unicode

Total characters297
Distinct characters13
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique36 ?
Unique (%)100.0%

Sample

1st row2020년 1월
2nd row2020년 2월
3rd row2020년 3월
4th row2020년 4월
5th row2020년 5월
ValueCountFrequency (%)
2020년 12
16.7%
2021년 12
16.7%
2022년 12
16.7%
1월 3
 
4.2%
2월 3
 
4.2%
9월 3
 
4.2%
3월 3
 
4.2%
4월 3
 
4.2%
5월 3
 
4.2%
6월 3
 
4.2%
Other values (5) 15
20.8%
2023-12-13T06:37:20.642771image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2 90
30.3%
0 51
17.2%
년 36
 
12.1%
36
 
12.1%
월 36
 
12.1%
1 27
 
9.1%
9 3
 
1.0%
3 3
 
1.0%
4 3
 
1.0%
5 3
 
1.0%
Other values (3) 9
 
3.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 189
63.6%
Other Letter 72
 
24.2%
Space Separator 36
 
12.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 90
47.6%
0 51
27.0%
1 27
 
14.3%
9 3
 
1.6%
3 3
 
1.6%
4 3
 
1.6%
5 3
 
1.6%
6 3
 
1.6%
7 3
 
1.6%
8 3
 
1.6%
Other Letter
ValueCountFrequency (%)
년 36
50.0%
월 36
50.0%
Space Separator
ValueCountFrequency (%)
36
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 225
75.8%
Hangul 72
 
24.2%

Most frequent character per script

Common
ValueCountFrequency (%)
2 90
40.0%
0 51
22.7%
36
 
16.0%
1 27
 
12.0%
9 3
 
1.3%
3 3
 
1.3%
4 3
 
1.3%
5 3
 
1.3%
6 3
 
1.3%
7 3
 
1.3%
Hangul
ValueCountFrequency (%)
년 36
50.0%
월 36
50.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 225
75.8%
Hangul 72
 
24.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 90
40.0%
0 51
22.7%
36
 
16.0%
1 27
 
12.0%
9 3
 
1.3%
3 3
 
1.3%
4 3
 
1.3%
5 3
 
1.3%
6 3
 
1.3%
7 3
 
1.3%
Hangul
ValueCountFrequency (%)
년 36
50.0%
월 36
50.0%

구분
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
건수
36 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
건수 36
100.0%

Length

2023-12-13T06:37:20.785459image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:37:20.938633image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
건수 36
100.0%

진료비
Categorical

IMBALANCE 

Distinct2
Distinct (%)5.6%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
34 
1
 
2

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 34
94.4%
1 2
 
5.6%

Length

2023-12-13T06:37:21.050876image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:37:21.142812image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 34
94.4%
1 2
 
5.6%

식대
Real number (ℝ)

Distinct9
Distinct (%)25.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.75
Minimum1
Maximum10
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-13T06:37:21.232598image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2.75
Q13
median4.5
Q36
95-th percentile8
Maximum10
Range9
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.9327996
Coefficient of variation (CV)0.40690518
Kurtosis0.26694195
Mean4.75
Median Absolute Deviation (MAD)1.5
Skewness0.62690138
Sum171
Variance3.7357143
MonotonicityNot monotonic
2023-12-13T06:37:21.333839image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
3 9
25.0%
5 8
22.2%
4 7
19.4%
7 5
13.9%
6 2
 
5.6%
8 2
 
5.6%
10 1
 
2.8%
1 1
 
2.8%
2 1
 
2.8%
ValueCountFrequency (%)
1 1
 
2.8%
2 1
 
2.8%
3 9
25.0%
4 7
19.4%
5 8
22.2%
6 2
 
5.6%
7 5
13.9%
8 2
 
5.6%
10 1
 
2.8%
ValueCountFrequency (%)
10 1
 
2.8%
8 2
 
5.6%
7 5
13.9%
6 2
 
5.6%
5 8
22.2%
4 7
19.4%
3 9
25.0%
2 1
 
2.8%
1 1
 
2.8%

자기공명영상장치(MRI)
Real number (ℝ)

Distinct14
Distinct (%)38.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12.222222
Minimum5
Maximum20
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-13T06:37:21.423852image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum5
5-th percentile7.5
Q19.75
median12
Q315
95-th percentile18
Maximum20
Range15
Interquartile range (IQR)5.25

Descriptive statistics

Standard deviation3.578596
Coefficient of variation (CV)0.29279422
Kurtosis-0.54621217
Mean12.222222
Median Absolute Deviation (MAD)3
Skewness0.10481924
Sum440
Variance12.806349
MonotonicityNot monotonic
2023-12-13T06:37:21.545705image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=14)
ValueCountFrequency (%)
12 5
13.9%
8 4
11.1%
10 4
11.1%
15 4
11.1%
9 3
8.3%
16 3
8.3%
13 3
8.3%
18 2
 
5.6%
14 2
 
5.6%
11 2
 
5.6%
Other values (4) 4
11.1%
ValueCountFrequency (%)
5 1
 
2.8%
6 1
 
2.8%
8 4
11.1%
9 3
8.3%
10 4
11.1%
11 2
 
5.6%
12 5
13.9%
13 3
8.3%
14 2
 
5.6%
15 4
11.1%
ValueCountFrequency (%)
20 1
 
2.8%
18 2
 
5.6%
17 1
 
2.8%
16 3
8.3%
15 4
11.1%
14 2
 
5.6%
13 3
8.3%
12 5
13.9%
11 2
 
5.6%
10 4
11.1%

초음파검사료
Real number (ℝ)

Distinct16
Distinct (%)44.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean15.055556
Minimum7
Maximum29
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-13T06:37:21.685535image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum7
5-th percentile8.5
Q111
median14
Q318.25
95-th percentile25
Maximum29
Range22
Interquartile range (IQR)7.25

Descriptive statistics

Standard deviation5.3127579
Coefficient of variation (CV)0.35287691
Kurtosis0.073125516
Mean15.055556
Median Absolute Deviation (MAD)3.5
Skewness0.68377201
Sum542
Variance28.225397
MonotonicityNot monotonic
2023-12-13T06:37:21.807405image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
13 5
13.9%
11 5
13.9%
16 4
11.1%
9 3
8.3%
7 2
 
5.6%
14 2
 
5.6%
10 2
 
5.6%
25 2
 
5.6%
21 2
 
5.6%
18 2
 
5.6%
Other values (6) 7
19.4%
ValueCountFrequency (%)
7 2
 
5.6%
9 3
8.3%
10 2
 
5.6%
11 5
13.9%
13 5
13.9%
14 2
 
5.6%
15 1
 
2.8%
16 4
11.1%
17 1
 
2.8%
18 2
 
5.6%
ValueCountFrequency (%)
29 1
 
2.8%
25 2
5.6%
22 1
 
2.8%
21 2
5.6%
20 1
 
2.8%
19 2
5.6%
18 2
5.6%
17 1
 
2.8%
16 4
11.1%
15 1
 
2.8%

보조기
Real number (ℝ)

Distinct14
Distinct (%)38.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.3611111
Minimum3
Maximum16
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-13T06:37:21.932821image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum3
5-th percentile4
Q16.75
median9
Q312
95-th percentile15.25
Maximum16
Range13
Interquartile range (IQR)5.25

Descriptive statistics

Standard deviation3.6186247
Coefficient of variation (CV)0.38655931
Kurtosis-0.91502362
Mean9.3611111
Median Absolute Deviation (MAD)3
Skewness0.17672669
Sum337
Variance13.094444
MonotonicityNot monotonic
2023-12-13T06:37:22.075834image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=14)
ValueCountFrequency (%)
8 5
13.9%
11 3
8.3%
7 3
8.3%
10 3
8.3%
5 3
8.3%
12 3
8.3%
6 3
8.3%
13 3
8.3%
9 2
 
5.6%
16 2
 
5.6%
Other values (4) 6
16.7%
ValueCountFrequency (%)
3 1
 
2.8%
4 2
 
5.6%
5 3
8.3%
6 3
8.3%
7 3
8.3%
8 5
13.9%
9 2
 
5.6%
10 3
8.3%
11 3
8.3%
12 3
8.3%
ValueCountFrequency (%)
16 2
 
5.6%
15 2
 
5.6%
14 1
 
2.8%
13 3
8.3%
12 3
8.3%
11 3
8.3%
10 3
8.3%
9 2
 
5.6%
8 5
13.9%
7 3
8.3%

보철구
Real number (ℝ)

ZEROS 

Distinct6
Distinct (%)16.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.4444444
Minimum0
Maximum5
Zeros12
Zeros (%)33.3%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-13T06:37:22.176060image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q32
95-th percentile4.25
Maximum5
Range5
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.4431007
Coefficient of variation (CV)0.99906973
Kurtosis0.20351564
Mean1.4444444
Median Absolute Deviation (MAD)1
Skewness0.90247844
Sum52
Variance2.0825397
MonotonicityNot monotonic
2023-12-13T06:37:22.272885image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
0 12
33.3%
1 9
25.0%
2 7
19.4%
3 5
13.9%
5 2
 
5.6%
4 1
 
2.8%
ValueCountFrequency (%)
0 12
33.3%
1 9
25.0%
2 7
19.4%
3 5
13.9%
4 1
 
2.8%
5 2
 
5.6%
ValueCountFrequency (%)
5 2
 
5.6%
4 1
 
2.8%
3 5
13.9%
2 7
19.4%
1 9
25.0%
0 12
33.3%

진단서대
Real number (ℝ)

Distinct29
Distinct (%)80.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean69.722222
Minimum33
Maximum105
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-13T06:37:22.399128image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum33
5-th percentile41.5
Q159
median68.5
Q382.75
95-th percentile98.5
Maximum105
Range72
Interquartile range (IQR)23.75

Descriptive statistics

Standard deviation17.580202
Coefficient of variation (CV)0.25214632
Kurtosis-0.25293924
Mean69.722222
Median Absolute Deviation (MAD)9.5
Skewness-0.092274537
Sum2510
Variance309.06349
MonotonicityNot monotonic
2023-12-13T06:37:22.524715image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=29)
ValueCountFrequency (%)
59 4
 
11.1%
44 2
 
5.6%
68 2
 
5.6%
77 2
 
5.6%
87 2
 
5.6%
89 1
 
2.8%
98 1
 
2.8%
105 1
 
2.8%
100 1
 
2.8%
92 1
 
2.8%
Other values (19) 19
52.8%
ValueCountFrequency (%)
33 1
 
2.8%
34 1
 
2.8%
44 2
5.6%
48 1
 
2.8%
52 1
 
2.8%
58 1
 
2.8%
59 4
11.1%
62 1
 
2.8%
64 1
 
2.8%
65 1
 
2.8%
ValueCountFrequency (%)
105 1
2.8%
100 1
2.8%
98 1
2.8%
92 1
2.8%
89 1
2.8%
88 1
2.8%
87 2
5.6%
85 1
2.8%
82 1
2.8%
78 1
2.8%

약제비
Real number (ℝ)

Distinct19
Distinct (%)52.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean21.638889
Minimum11
Maximum36
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-13T06:37:22.658143image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum11
5-th percentile11
Q117.5
median20
Q327
95-th percentile32.5
Maximum36
Range25
Interquartile range (IQR)9.5

Descriptive statistics

Standard deviation6.8542074
Coefficient of variation (CV)0.31675413
Kurtosis-0.76767973
Mean21.638889
Median Absolute Deviation (MAD)5
Skewness0.34272183
Sum779
Variance46.980159
MonotonicityNot monotonic
2023-12-13T06:37:22.802207image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=19)
ValueCountFrequency (%)
18 5
13.9%
20 5
13.9%
11 3
 
8.3%
16 3
 
8.3%
14 2
 
5.6%
25 2
 
5.6%
27 2
 
5.6%
32 2
 
5.6%
21 2
 
5.6%
36 1
 
2.8%
Other values (9) 9
25.0%
ValueCountFrequency (%)
11 3
8.3%
13 1
 
2.8%
14 2
 
5.6%
16 3
8.3%
18 5
13.9%
19 1
 
2.8%
20 5
13.9%
21 2
 
5.6%
24 1
 
2.8%
25 2
 
5.6%
ValueCountFrequency (%)
36 1
2.8%
34 1
2.8%
32 2
5.6%
31 1
2.8%
30 1
2.8%
29 1
2.8%
28 1
2.8%
27 2
5.6%
26 1
2.8%
25 2
5.6%

간호비
Real number (ℝ)

Distinct10
Distinct (%)27.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.1111111
Minimum5
Maximum19
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-13T06:37:22.919592image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum5
5-th percentile5.75
Q17
median9
Q310.25
95-th percentile13
Maximum19
Range14
Interquartile range (IQR)3.25

Descriptive statistics

Standard deviation2.7441135
Coefficient of variation (CV)0.30118319
Kurtosis3.4636013
Mean9.1111111
Median Absolute Deviation (MAD)2
Skewness1.2474963
Sum328
Variance7.5301587
MonotonicityNot monotonic
2023-12-13T06:37:23.021006image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
9 6
16.7%
10 6
16.7%
7 5
13.9%
6 4
11.1%
8 4
11.1%
11 4
11.1%
13 2
 
5.6%
12 2
 
5.6%
5 2
 
5.6%
19 1
 
2.8%
ValueCountFrequency (%)
5 2
 
5.6%
6 4
11.1%
7 5
13.9%
8 4
11.1%
9 6
16.7%
10 6
16.7%
11 4
11.1%
12 2
 
5.6%
13 2
 
5.6%
19 1
 
2.8%
ValueCountFrequency (%)
19 1
 
2.8%
13 2
 
5.6%
12 2
 
5.6%
11 4
11.1%
10 6
16.7%
9 6
16.7%
8 4
11.1%
7 5
13.9%
6 4
11.1%
5 2
 
5.6%

이송비
Real number (ℝ)

ZEROS 

Distinct10
Distinct (%)27.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.6666667
Minimum0
Maximum21
Zeros7
Zeros (%)19.4%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-13T06:37:23.134176image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median1.5
Q33
95-th percentile8
Maximum21
Range21
Interquartile range (IQR)2

Descriptive statistics

Standard deviation3.8913824
Coefficient of variation (CV)1.4592684
Kurtosis14.289933
Mean2.6666667
Median Absolute Deviation (MAD)1
Skewness3.4362619
Sum96
Variance15.142857
MonotonicityNot monotonic
2023-12-13T06:37:23.271009image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
1 11
30.6%
2 7
19.4%
0 7
19.4%
4 3
 
8.3%
3 3
 
8.3%
7 1
 
2.8%
21 1
 
2.8%
11 1
 
2.8%
5 1
 
2.8%
6 1
 
2.8%
ValueCountFrequency (%)
0 7
19.4%
1 11
30.6%
2 7
19.4%
3 3
 
8.3%
4 3
 
8.3%
5 1
 
2.8%
6 1
 
2.8%
7 1
 
2.8%
11 1
 
2.8%
21 1
 
2.8%
ValueCountFrequency (%)
21 1
 
2.8%
11 1
 
2.8%
7 1
 
2.8%
6 1
 
2.8%
5 1
 
2.8%
4 3
 
8.3%
3 3
 
8.3%
2 7
19.4%
1 11
30.6%
0 7
19.4%

선택진료비
Categorical

IMBALANCE 

Distinct2
Distinct (%)5.6%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
34 
1
 
2

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 34
94.4%
1 2
 
5.6%

Length

2023-12-13T06:37:23.408288image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:37:23.521264image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 34
94.4%
1 2
 
5.6%

상급병실료
Real number (ℝ)

ZEROS 

Distinct7
Distinct (%)19.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.1944444
Minimum0
Maximum6
Zeros8
Zeros (%)22.2%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-13T06:37:23.614589image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median2
Q33
95-th percentile5.25
Maximum6
Range6
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.8333333
Coefficient of variation (CV)0.83544304
Kurtosis-0.60802382
Mean2.1944444
Median Absolute Deviation (MAD)1
Skewness0.57986603
Sum79
Variance3.3611111
MonotonicityNot monotonic
2023-12-13T06:37:23.717355image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
2 9
25.0%
0 8
22.2%
1 6
16.7%
3 5
13.9%
5 4
11.1%
6 2
 
5.6%
4 2
 
5.6%
ValueCountFrequency (%)
0 8
22.2%
1 6
16.7%
2 9
25.0%
3 5
13.9%
4 2
 
5.6%
5 4
11.1%
6 2
 
5.6%
ValueCountFrequency (%)
6 2
 
5.6%
5 4
11.1%
4 2
 
5.6%
3 5
13.9%
2 9
25.0%
1 6
16.7%
0 8
22.2%

화상치료제
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-13T06:37:23.823748image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:37:23.938353image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

화상반흔제거수술
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-13T06:37:24.059829image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:37:24.171723image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

성형수술
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-13T06:37:24.267981image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:37:24.370246image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

처치및수술비
Real number (ℝ)

Distinct21
Distinct (%)58.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean15.472222
Minimum4
Maximum31
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-13T06:37:24.753051image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum4
5-th percentile5.75
Q19.75
median15
Q320.25
95-th percentile27.25
Maximum31
Range27
Interquartile range (IQR)10.5

Descriptive statistics

Standard deviation7.2288553
Coefficient of variation (CV)0.46721507
Kurtosis-0.75686049
Mean15.472222
Median Absolute Deviation (MAD)5.5
Skewness0.36391591
Sum557
Variance52.256349
MonotonicityNot monotonic
2023-12-13T06:37:24.880757image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
13 3
 
8.3%
20 2
 
5.6%
15 2
 
5.6%
8 2
 
5.6%
27 2
 
5.6%
21 2
 
5.6%
9 2
 
5.6%
24 2
 
5.6%
6 2
 
5.6%
18 2
 
5.6%
Other values (11) 15
41.7%
ValueCountFrequency (%)
4 1
 
2.8%
5 1
 
2.8%
6 2
5.6%
7 1
 
2.8%
8 2
5.6%
9 2
5.6%
10 2
5.6%
11 2
5.6%
13 3
8.3%
14 1
 
2.8%
ValueCountFrequency (%)
31 1
2.8%
28 1
2.8%
27 2
5.6%
25 1
2.8%
24 2
5.6%
21 2
5.6%
20 2
5.6%
18 2
5.6%
17 2
5.6%
16 2
5.6%

한방및물리치료비
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-13T06:37:24.996489image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:37:25.094192image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

부대경비
Real number (ℝ)

Distinct23
Distinct (%)63.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean32.722222
Minimum19
Maximum48
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-13T06:37:25.179085image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum19
5-th percentile21
Q126.75
median31
Q338.25
95-th percentile46.25
Maximum48
Range29
Interquartile range (IQR)11.5

Descriptive statistics

Standard deviation8.3481773
Coefficient of variation (CV)0.25512256
Kurtosis-0.99199584
Mean32.722222
Median Absolute Deviation (MAD)6
Skewness0.27181349
Sum1178
Variance69.692063
MonotonicityNot monotonic
2023-12-13T06:37:25.300243image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=23)
ValueCountFrequency (%)
31 3
 
8.3%
28 3
 
8.3%
34 3
 
8.3%
22 2
 
5.6%
45 2
 
5.6%
37 2
 
5.6%
26 2
 
5.6%
27 2
 
5.6%
24 2
 
5.6%
21 2
 
5.6%
Other values (13) 13
36.1%
ValueCountFrequency (%)
19 1
 
2.8%
21 2
5.6%
22 2
5.6%
24 2
5.6%
26 2
5.6%
27 2
5.6%
28 3
8.3%
29 1
 
2.8%
30 1
 
2.8%
31 3
8.3%
ValueCountFrequency (%)
48 1
2.8%
47 1
2.8%
46 1
2.8%
45 2
5.6%
44 1
2.8%
43 1
2.8%
41 1
2.8%
39 1
2.8%
38 1
2.8%
37 2
5.6%

보철구수당
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-13T06:37:25.435105image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:37:25.534433image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

기타
Real number (ℝ)

ZEROS 

Distinct7
Distinct (%)19.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.8611111
Minimum0
Maximum9
Zeros9
Zeros (%)25.0%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-13T06:37:25.614333image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.75
median1
Q33
95-th percentile5
Maximum9
Range9
Interquartile range (IQR)2.25

Descriptive statistics

Standard deviation1.9734347
Coefficient of variation (CV)1.060353
Kurtosis3.553204
Mean1.8611111
Median Absolute Deviation (MAD)1
Skewness1.6449386
Sum67
Variance3.8944444
MonotonicityNot monotonic
2023-12-13T06:37:25.722249image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
1 12
33.3%
0 9
25.0%
3 5
13.9%
2 4
 
11.1%
5 3
 
8.3%
4 2
 
5.6%
9 1
 
2.8%
ValueCountFrequency (%)
0 9
25.0%
1 12
33.3%
2 4
 
11.1%
3 5
13.9%
4 2
 
5.6%
5 3
 
8.3%
9 1
 
2.8%
ValueCountFrequency (%)
9 1
 
2.8%
5 3
 
8.3%
4 2
 
5.6%
3 5
13.9%
2 4
 
11.1%
1 12
33.3%
0 9
25.0%

합계
Real number (ℝ)

Distinct33
Distinct (%)91.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean198.33333
Minimum103
Maximum263
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-13T06:37:25.826314image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum103
5-th percentile123.5
Q1172
median198
Q3235.25
95-th percentile256.5
Maximum263
Range160
Interquartile range (IQR)63.25

Descriptive statistics

Standard deviation41.746856
Coefficient of variation (CV)0.21048835
Kurtosis-0.50758248
Mean198.33333
Median Absolute Deviation (MAD)35.5
Skewness-0.3733804
Sum7140
Variance1742.8
MonotonicityNot monotonic
2023-12-13T06:37:25.955111image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=33)
ValueCountFrequency (%)
249 2
 
5.6%
198 2
 
5.6%
172 2
 
5.6%
258 1
 
2.8%
154 1
 
2.8%
227 1
 
2.8%
239 1
 
2.8%
158 1
 
2.8%
215 1
 
2.8%
190 1
 
2.8%
Other values (23) 23
63.9%
ValueCountFrequency (%)
103 1
2.8%
116 1
2.8%
126 1
2.8%
145 1
2.8%
154 1
2.8%
158 1
2.8%
160 1
2.8%
162 1
2.8%
172 2
5.6%
179 1
2.8%
ValueCountFrequency (%)
263 1
2.8%
258 1
2.8%
256 1
2.8%
249 2
5.6%
244 1
2.8%
242 1
2.8%
240 1
2.8%
239 1
2.8%
234 1
2.8%
233 1
2.8%

Sample

날짜구분진료비식대자기공명영상장치(MRI)초음파검사료보조기보철구진단서대약제비간호비이송비선택진료비상급병실료화상치료제화상반흔제거수술성형수술처치및수술비한방및물리치료비부대경비보철구수당기타합계
02020년 1월건수05825112893662130002004802258
12020년 2월건수0610792702113702000603401188
22020년 3월건수07181973782984000001304502233
32020년 4월건수07181510372341221000001003101234
42020년 5월건수05129734414711000001702803160
52020년 6월건수0381880652562010001604402198
62020년 7월건수049115133116000000401900103
72020년 8월건수031421916727131050001303801213
82020년 9월건수07813102593211100000702801179
92020년 10월건수01010131215816121050001003400182
날짜구분진료비식대자기공명영상장치(MRI)초음파검사료보조기보철구진단서대약제비간호비이송비선택진료비상급병실료화상치료제화상반흔제거수술성형수술처치및수술비한방및물리치료비부대경비보철구수당기타합계
262022년 3월건수031391458520102030001403700215
272022년 4월건수071211111681891030002102701190
282022년 5월건수019136034116104000502204116
292022년 6월건수041016122642873010002402403198
302022년 7월건수05152115182189001000903101208
312022년 8월건수052022120922573020002704305263
322022년 9월건수0817141357716101020001603003212
332022년 10월건수04151316210020116020001103901240
342022년 11월건수021619133105219201000804505249
352022년 12월건수031517153873281040003103604256