Dataset statistics
Number of variables | 13 |
---|---|
Number of observations | 100 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 11.1 KiB |
Average record size in memory | 113.3 B |
Variable types
Numeric | 8 |
---|---|
Text | 2 |
Categorical | 3 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 노바코스 |
URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=242c62e0-2e42-11eb-8adf-f5453fd1d47b |
질병코드 is highly overall correlated with 기본키 and 6 other fields | High correlation |
질병명 is highly overall correlated with 기본키 and 6 other fields | High correlation |
기본키 is highly overall correlated with 진료실인원((명)) and 7 other fields | High correlation |
진료실인원((명)) is highly overall correlated with 기본키 and 6 other fields | High correlation |
입내원일수((일)) is highly overall correlated with 기본키 and 6 other fields | High correlation |
급여일수((일)) is highly overall correlated with 기본키 and 6 other fields | High correlation |
진료비((원)) is highly overall correlated with 기본키 and 8 other fields | High correlation |
진료비 비율((%)) is highly overall correlated with 진료비((원)) and 2 other fields | High correlation |
급여비((원)) is highly overall correlated with 기본키 and 8 other fields | High correlation |
급여비 비율((%)) is highly overall correlated with 진료비((원)) and 2 other fields | High correlation |
시도명 is highly overall correlated with 기본키 | High correlation |
기본키 has unique values | Unique |
진료비((원)) has unique values | Unique |
급여비((원)) has unique values | Unique |
진료실인원((명)) has 4 (4.0%) zeros | Zeros |
입내원일수((일)) has 4 (4.0%) zeros | Zeros |
급여비 비율((%)) has 2 (2.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 12:19:33.386415 |
---|---|
Analysis finished | 2023-12-10 12:19:42.276380 |
Duration | 8.89 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
기본키
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 50.5 |
Minimum | 1 |
---|---|
Maximum | 100 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 5.95 |
Q1 | 25.75 |
median | 50.5 |
Q3 | 75.25 |
95-th percentile | 95.05 |
Maximum | 100 |
Range | 99 |
Interquartile range (IQR) | 49.5 |
Descriptive statistics
Standard deviation | 29.011492 |
---|---|
Coefficient of variation (CV) | 0.57448499 |
Kurtosis | -1.2 |
Mean | 50.5 |
Median Absolute Deviation (MAD) | 25 |
Skewness | 0 |
Sum | 5050 |
Variance | 841.66667 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1 | 1 | 1.0% |
65 | 1 | 1.0% |
75 | 1 | 1.0% |
74 | 1 | 1.0% |
73 | 1 | 1.0% |
72 | 1 | 1.0% |
71 | 1 | 1.0% |
70 | 1 | 1.0% |
69 | 1 | 1.0% |
68 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
1 | 1 | |
2 | 1 | |
3 | 1 | |
4 | 1 | |
5 | 1 | |
6 | 1 | |
7 | 1 | |
8 | 1 | |
9 | 1 | |
10 | 1 |
Value | Count | Frequency (%) |
100 | 1 | |
99 | 1 | |
98 | 1 | |
97 | 1 | |
96 | 1 | |
95 | 1 | |
94 | 1 | |
93 | 1 | |
92 | 1 | |
91 | 1 |
지점
Text
Distinct | 69 |
---|---|
Distinct (%) | 69.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
Length
Max length | 15 |
---|---|
Median length | 14 |
Mean length | 14.1 |
Min length | 14 |
Characters and Unicode
Total characters | 1410 |
---|---|
Distinct characters | 15 |
Distinct categories | 3 ? |
Distinct scripts | 2 ? |
Distinct blocks | 1 ? |
Unique
Unique | 38 ? |
---|---|
Unique (%) | 38.0% |
Sample
1st row | A-1000-0123E-10 |
---|---|
2nd row | A-0600-0002S-8 |
3rd row | A-0651-0026S-4 |
4th row | A-6000-0386E-4 |
5th row | A-0651-0108S-6 |
Value | Count | Frequency (%) |
a-1000-0123e-10 | 2 | 2.0% |
a-0010-1305e-8 | 2 | 2.0% |
a-1000-0745s-8 | 2 | 2.0% |
a-1100-0228s-6 | 2 | 2.0% |
a-0150-2835s-6 | 2 | 2.0% |
a-0600-0035s-6 | 2 | 2.0% |
a-0150-3309e-10 | 2 | 2.0% |
a-0352-3252e-8 | 2 | 2.0% |
a-0650-0294e-4 | 2 | 2.0% |
a-0290-0315s-4 | 2 | 2.0% |
Other values (59) | 80 |
Most occurring characters
Value | Count | Frequency (%) |
0 | 348 | |
- | 300 | |
1 | 123 | 8.7% |
A | 100 | 7.1% |
4 | 78 | 5.5% |
5 | 73 | 5.2% |
2 | 66 | 4.7% |
6 | 66 | 4.7% |
8 | 63 | 4.5% |
3 | 54 | 3.8% |
Other values (5) | 139 | 9.9% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 910 | |
Dash Punctuation | 300 | 21.3% |
Uppercase Letter | 200 | 14.2% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
0 | 348 | |
1 | 123 | 13.5% |
4 | 78 | 8.6% |
5 | 73 | 8.0% |
2 | 66 | 7.3% |
6 | 66 | 7.3% |
8 | 63 | 6.9% |
3 | 54 | 5.9% |
9 | 21 | 2.3% |
7 | 18 | 2.0% |
Uppercase Letter
Value | Count | Frequency (%) |
A | 100 | |
E | 54 | |
S | 45 | |
C | 1 | 0.5% |
Dash Punctuation
Value | Count | Frequency (%) |
- | 300 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 1210 | |
Latin | 200 | 14.2% |
Most frequent character per script
Common
Value | Count | Frequency (%) |
0 | 348 | |
- | 300 | |
1 | 123 | 10.2% |
4 | 78 | 6.4% |
5 | 73 | 6.0% |
2 | 66 | 5.5% |
6 | 66 | 5.5% |
8 | 63 | 5.2% |
3 | 54 | 4.5% |
9 | 21 | 1.7% |
Latin
Value | Count | Frequency (%) |
A | 100 | |
E | 54 | |
S | 45 | |
C | 1 | 0.5% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 1410 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
0 | 348 | |
- | 300 | |
1 | 123 | 8.7% |
A | 100 | 7.1% |
4 | 78 | 5.5% |
5 | 73 | 5.2% |
2 | 66 | 4.7% |
6 | 66 | 4.7% |
8 | 63 | 4.5% |
3 | 54 | 3.8% |
Other values (5) | 139 | 9.9% |
시도명
Categorical
HIGH CORRELATION
 
Distinct | 15 |
---|---|
Distinct (%) | 15.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
경기도 | |
---|---|
강원도 | |
대구시 | |
인천시 | |
대전시 | |
Other values (10) |
Length
Max length | 4 |
---|---|
Median length | 3 |
Mean length | 3.22 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 서울시 |
---|---|
2nd row | 서울시 |
3rd row | 부산시 |
4th row | 부산시 |
5th row | 부산시 |
Common Values
Value | Count | Frequency (%) |
경기도 | 25 | |
강원도 | 11 | |
대구시 | 10 | 10.0% |
인천시 | 8 | 8.0% |
대전시 | 7 | 7.0% |
부산시 | 6 | 6.0% |
전라북도 | 5 | 5.0% |
경상남도 | 5 | 5.0% |
서울시 | 4 | 4.0% |
광주시 | 4 | 4.0% |
Other values (5) | 15 |
Length
Value | Count | Frequency (%) |
경기도 | 25 | |
강원도 | 11 | |
대구시 | 10 | 10.0% |
인천시 | 8 | 8.0% |
대전시 | 7 | 7.0% |
부산시 | 6 | 6.0% |
전라북도 | 5 | 5.0% |
경상남도 | 5 | 5.0% |
서울시 | 4 | 4.0% |
광주시 | 4 | 4.0% |
Other values (5) | 15 |
시군구명
Text
Distinct | 65 |
---|---|
Distinct (%) | 65.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
Value | Count | Frequency (%) |
서구 | 5 | 5.0% |
동구 | 4 | 4.0% |
북구 | 4 | 4.0% |
기장군 | 2 | 2.0% |
이천시 | 2 | 2.0% |
김포시 | 2 | 2.0% |
화성시 | 2 | 2.0% |
포천시 | 2 | 2.0% |
강동구 | 2 | 2.0% |
충주시 | 2 | 2.0% |
Other values (55) | 73 |
Most occurring characters
Value | Count | Frequency (%) |
시 | 48 | 16.4% |
구 | 39 | 13.3% |
군 | 19 | 6.5% |
주 | 14 | 4.8% |
천 | 10 | 3.4% |
성 | 9 | 3.1% |
동 | 9 | 3.1% |
서 | 7 | 2.4% |
광 | 6 | 2.0% |
양 | 6 | 2.0% |
Other values (64) | 126 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 293 |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
시 | 48 | 16.4% |
구 | 39 | 13.3% |
군 | 19 | 6.5% |
주 | 14 | 4.8% |
천 | 10 | 3.4% |
성 | 9 | 3.1% |
동 | 9 | 3.1% |
서 | 7 | 2.4% |
광 | 6 | 2.0% |
양 | 6 | 2.0% |
Other values (64) | 126 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 293 |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
시 | 48 | 16.4% |
구 | 39 | 13.3% |
군 | 19 | 6.5% |
주 | 14 | 4.8% |
천 | 10 | 3.4% |
성 | 9 | 3.1% |
동 | 9 | 3.1% |
서 | 7 | 2.4% |
광 | 6 | 2.0% |
양 | 6 | 2.0% |
Other values (64) | 126 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 293 |
Most frequent character per block
Hangul
Value | Count | Frequency (%) |
시 | 48 | 16.4% |
구 | 39 | 13.3% |
군 | 19 | 6.5% |
주 | 14 | 4.8% |
천 | 10 | 3.4% |
성 | 9 | 3.1% |
동 | 9 | 3.1% |
서 | 7 | 2.4% |
광 | 6 | 2.0% |
양 | 6 | 2.0% |
Other values (64) | 126 |
질병코드
Categorical
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
O11 | |
---|---|
I10 |
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | O11 |
---|---|
2nd row | O11 |
3rd row | O11 |
4th row | O11 |
5th row | O11 |
Common Values
Value | Count | Frequency (%) |
O11 | 51 | |
I10 | 49 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
o11 | 51 | |
i10 | 49 |
질병명
Categorical
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
만성고혈압에겹친전자간 | |
---|---|
본태성(원발성)고혈압 |
Length
Max length | 11 |
---|---|
Median length | 11 |
Mean length | 11 |
Min length | 11 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 만성고혈압에겹친전자간 |
---|---|
2nd row | 만성고혈압에겹친전자간 |
3rd row | 만성고혈압에겹친전자간 |
4th row | 만성고혈압에겹친전자간 |
5th row | 만성고혈압에겹친전자간 |
Common Values
Value | Count | Frequency (%) |
만성고혈압에겹친전자간 | 51 | |
본태성(원발성)고혈압 | 49 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
만성고혈압에겹친전자간 | 51 | |
본태성(원발성)고혈압 | 49 |
진료실인원((명))
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 56 |
---|---|
Distinct (%) | 56.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 14815.51 |
Minimum | 0 |
---|---|
Maximum | 68534 |
Zeros | 4 |
Zeros (%) | 4.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1 |
Q1 | 2 |
median | 7 |
Q3 | 26748.25 |
95-th percentile | 52282.8 |
Maximum | 68534 |
Range | 68534 |
Interquartile range (IQR) | 26746.25 |
Descriptive statistics
Standard deviation | 18316.937 |
---|---|
Coefficient of variation (CV) | 1.2363352 |
Kurtosis | -0.15992747 |
Mean | 14815.51 |
Median Absolute Deviation (MAD) | 7 |
Skewness | 0.95878823 |
Sum | 1481551 |
Variance | 3.3551017 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 18 | 18.0% |
2 | 14 | 14.0% |
3 | 10 | 10.0% |
0 | 4 | 4.0% |
7 | 2 | 2.0% |
5 | 2 | 2.0% |
15941 | 1 | 1.0% |
37240 | 1 | 1.0% |
21242 | 1 | 1.0% |
24805 | 1 | 1.0% |
Other values (46) | 46 |
Value | Count | Frequency (%) |
0 | 4 | 4.0% |
1 | 18 | |
2 | 14 | |
3 | 10 | |
4 | 1 | 1.0% |
5 | 2 | 2.0% |
7 | 2 | 2.0% |
5397 | 1 | 1.0% |
7738 | 1 | 1.0% |
7972 | 1 | 1.0% |
Value | Count | Frequency (%) |
68534 | 1 | |
59433 | 1 | |
56763 | 1 | |
52803 | 1 | |
52526 | 1 | |
52270 | 1 | |
48728 | 1 | |
47108 | 1 | |
46290 | 1 | |
43898 | 1 |
입내원일수((일))
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 75 |
---|---|
Distinct (%) | 75.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 115205.88 |
Minimum | 0 |
---|---|
Maximum | 507987 |
Zeros | 4 |
Zeros (%) | 4.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1 |
Q1 | 8 |
median | 52.5 |
Q3 | 217268 |
95-th percentile | 378344.75 |
Maximum | 507987 |
Range | 507987 |
Interquartile range (IQR) | 217260 |
Descriptive statistics
Standard deviation | 140556.49 |
---|---|
Coefficient of variation (CV) | 1.2200462 |
Kurtosis | -0.4172247 |
Mean | 115205.88 |
Median Absolute Deviation (MAD) | 52.5 |
Skewness | 0.8797802 |
Sum | 11520588 |
Variance | 1.9756127 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 5 | 5.0% |
13 | 4 | 4.0% |
5 | 4 | 4.0% |
0 | 4 | 4.0% |
3 | 4 | 4.0% |
10 | 3 | 3.0% |
8 | 3 | 3.0% |
17 | 2 | 2.0% |
2 | 2 | 2.0% |
7 | 2 | 2.0% |
Other values (65) | 67 |
Value | Count | Frequency (%) |
0 | 4 | |
1 | 5 | |
2 | 2 | 2.0% |
3 | 4 | |
4 | 1 | 1.0% |
5 | 4 | |
6 | 1 | 1.0% |
7 | 2 | 2.0% |
8 | 3 | |
9 | 2 | 2.0% |
Value | Count | Frequency (%) |
507987 | 1 | |
439402 | 1 | |
429374 | 1 | |
412573 | 1 | |
392039 | 1 | |
377624 | 1 | |
373824 | 1 | |
368176 | 1 | |
345362 | 1 | |
340339 | 1 |
급여일수((일))
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 85 |
---|---|
Distinct (%) | 85.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3815997.1 |
Minimum | 1 |
---|---|
Maximum | 17487768 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1.95 |
Q1 | 25 |
median | 327 |
Q3 | 6880572.5 |
95-th percentile | 13300489 |
Maximum | 17487768 |
Range | 17487767 |
Interquartile range (IQR) | 6880547.5 |
Descriptive statistics
Standard deviation | 4728554.4 |
---|---|
Coefficient of variation (CV) | 1.2391399 |
Kurtosis | -0.16970913 |
Mean | 3815997.1 |
Median Absolute Deviation (MAD) | 326 |
Skewness | 0.96282171 |
Sum | 3.8159971 × 108 |
Variance | 2.2359227 × 1013 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 5 | 5.0% |
3 | 4 | 4.0% |
38 | 3 | 3.0% |
23 | 2 | 2.0% |
27 | 2 | 2.0% |
6 | 2 | 2.0% |
12 | 2 | 2.0% |
10 | 2 | 2.0% |
25 | 2 | 2.0% |
7373353 | 1 | 1.0% |
Other values (75) | 75 |
Value | Count | Frequency (%) |
1 | 5 | |
2 | 1 | 1.0% |
3 | 4 | |
6 | 2 | 2.0% |
10 | 2 | 2.0% |
12 | 2 | 2.0% |
13 | 1 | 1.0% |
14 | 1 | 1.0% |
16 | 1 | 1.0% |
19 | 1 | 1.0% |
Value | Count | Frequency (%) |
17487768 | 1 | |
15157555 | 1 | |
14725598 | 1 | |
14143164 | 1 | |
13728947 | 1 | |
13277939 | 1 | |
12350245 | 1 | |
12200621 | 1 | |
11804251 | 1 | |
11606473 | 1 |
진료비((원))
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.2373348 × 109 |
Minimum | 8130 |
---|---|
Maximum | 3.3901963 × 1010 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 8130 |
---|---|
5-th percentile | 14928.5 |
Q1 | 1326050 |
median | 8597785 |
Q3 | 1.3340903 × 1010 |
95-th percentile | 2.4107015 × 1010 |
Maximum | 3.3901963 × 1010 |
Range | 3.3901955 × 1010 |
Interquartile range (IQR) | 1.3339577 × 1010 |
Descriptive statistics
Standard deviation | 8.900925 × 109 |
---|---|
Coefficient of variation (CV) | 1.2298623 |
Kurtosis | -0.23710062 |
Mean | 7.2373348 × 109 |
Median Absolute Deviation (MAD) | 8588955 |
Skewness | 0.92828564 |
Sum | 7.2373348 × 1011 |
Variance | 7.9226466 × 1019 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1987360 | 1 | 1.0% |
15469570990 | 1 | 1.0% |
10827535470 | 1 | 1.0% |
10788704930 | 1 | 1.0% |
11597431910 | 1 | 1.0% |
11635539130 | 1 | 1.0% |
11711666110 | 1 | 1.0% |
21936608350 | 1 | 1.0% |
14409719340 | 1 | 1.0% |
15147737600 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
8130 | 1 | |
9530 | 1 | |
10050 | 1 | |
10600 | 1 | |
12240 | 1 | |
15070 | 1 | |
17530 | 1 | |
30400 | 1 | |
41790 | 1 | |
43710 | 1 |
Value | Count | Frequency (%) |
33901962800 | 1 | |
27556368950 | 1 | |
26744545250 | 1 | |
26505727810 | 1 | |
25858200640 | 1 | |
24014847190 | 1 | |
22431859600 | 1 | |
21936608350 | 1 | |
21852222800 | 1 | |
21066661810 | 1 |
진료비 비율((%))
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 85 |
---|---|
Distinct (%) | 85.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.6668 |
Minimum | 0.01 |
---|---|
Maximum | 7.61 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.01 |
---|---|
5-th percentile | 0.01 |
Q1 | 0.565 |
median | 1.245 |
Q3 | 2.0325 |
95-th percentile | 5.5685 |
Maximum | 7.61 |
Range | 7.6 |
Interquartile range (IQR) | 1.4675 |
Descriptive statistics
Standard deviation | 1.6890927 |
---|---|
Coefficient of variation (CV) | 1.0133745 |
Kurtosis | 3.363106 |
Mean | 1.6668 |
Median Absolute Deviation (MAD) | 0.765 |
Skewness | 1.811692 |
Sum | 166.68 |
Variance | 2.8530341 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.01 | 6 | 6.0% |
1.07 | 3 | 3.0% |
0.06 | 3 | 3.0% |
1.21 | 2 | 2.0% |
0.58 | 2 | 2.0% |
1.44 | 2 | 2.0% |
1.17 | 2 | 2.0% |
2.21 | 2 | 2.0% |
0.04 | 2 | 2.0% |
1.74 | 1 | 1.0% |
Other values (75) | 75 |
Value | Count | Frequency (%) |
0.01 | 6 | |
0.02 | 1 | 1.0% |
0.03 | 1 | 1.0% |
0.04 | 2 | 2.0% |
0.06 | 3 | |
0.07 | 1 | 1.0% |
0.1 | 1 | 1.0% |
0.12 | 1 | 1.0% |
0.17 | 1 | 1.0% |
0.21 | 1 | 1.0% |
Value | Count | Frequency (%) |
7.61 | 1 | |
7.44 | 1 | |
6.96 | 1 | |
6.63 | 1 | |
6.11 | 1 | |
5.54 | 1 | |
5.06 | 1 | |
4.95 | 1 | |
4.59 | 1 | |
3.91 | 1 |
급여비((원))
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5.1337752 × 109 |
Minimum | 1200 |
---|---|
Maximum | 2.4035081 × 1010 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 1200 |
---|---|
5-th percentile | 7034 |
Q1 | 1172335 |
median | 6753288.5 |
Q3 | 9.5114425 × 109 |
95-th percentile | 1.7037955 × 1010 |
Maximum | 2.4035081 × 1010 |
Range | 2.403508 × 1010 |
Interquartile range (IQR) | 9.5102702 × 109 |
Descriptive statistics
Standard deviation | 6.3088102 × 109 |
---|---|
Coefficient of variation (CV) | 1.2288832 |
Kurtosis | -0.24988088 |
Mean | 5.1337752 × 109 |
Median Absolute Deviation (MAD) | 6750623.5 |
Skewness | 0.92422132 |
Sum | 5.1337752 × 1011 |
Variance | 3.9801086 × 1019 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1558260 | 1 | 1.0% |
10934387061 | 1 | 1.0% |
7708985474 | 1 | 1.0% |
7592906630 | 1 | 1.0% |
8238410683 | 1 | 1.0% |
8329533211 | 1 | 1.0% |
8290069626 | 1 | 1.0% |
15617077057 | 1 | 1.0% |
10307504254 | 1 | 1.0% |
10731876488 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
1200 | 1 | |
4130 | 1 | |
6140 | 1 | |
6400 | 1 | |
6730 | 1 | |
7050 | 1 | |
9070 | 1 | |
9810 | 1 | |
12330 | 1 | |
20990 | 1 |
Value | Count | Frequency (%) |
24035081267 | 1 | |
19503553374 | 1 | |
19006274158 | 1 | |
18489284468 | 1 | |
18381433030 | 1 | |
16967245338 | 1 | |
15808784769 | 1 | |
15617077057 | 1 | |
15491640981 | 1 | |
14803869598 | 1 |
급여비 비율((%))
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 85 |
---|---|
Distinct (%) | 85.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.6645 |
Minimum | 0 |
---|---|
Maximum | 7.88 |
Zeros | 2 |
Zeros (%) | 2.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.01 |
Q1 | 0.58 |
median | 1.31 |
Q3 | 2.0275 |
95-th percentile | 5.6045 |
Maximum | 7.88 |
Range | 7.88 |
Interquartile range (IQR) | 1.4475 |
Descriptive statistics
Standard deviation | 1.6977403 |
---|---|
Coefficient of variation (CV) | 1.0199701 |
Kurtosis | 3.2861737 |
Mean | 1.6645 |
Median Absolute Deviation (MAD) | 0.73 |
Skewness | 1.7864614 |
Sum | 166.45 |
Variance | 2.882322 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.01 | 7 | 7.0% |
0.05 | 4 | 4.0% |
0.0 | 2 | 2.0% |
1.21 | 2 | 2.0% |
0.1 | 2 | 2.0% |
0.59 | 2 | 2.0% |
1.01 | 2 | 2.0% |
1.07 | 2 | 2.0% |
1.75 | 1 | 1.0% |
3.11 | 1 | 1.0% |
Other values (75) | 75 |
Value | Count | Frequency (%) |
0.0 | 2 | 2.0% |
0.01 | 7 | |
0.02 | 1 | 1.0% |
0.03 | 1 | 1.0% |
0.05 | 4 | |
0.08 | 1 | 1.0% |
0.1 | 2 | 2.0% |
0.12 | 1 | 1.0% |
0.17 | 1 | 1.0% |
0.22 | 1 | 1.0% |
Value | Count | Frequency (%) |
7.88 | 1 | |
7.28 | 1 | |
7.03 | 1 | |
6.08 | 1 | |
6.07 | 1 | |
5.58 | 1 | |
5.32 | 1 | |
5.19 | 1 | |
4.59 | 1 | |
3.93 | 1 |
기본키 | 지점 | 시도명 | 시군구명 | 질병코드 | 질병명 | 진료실인원((명)) | 입내원일수((일)) | 급여일수((일)) | 진료비((원)) | 진료비 비율((%)) | 급여비((원)) | 급여비 비율((%)) | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 0.000 | 0.911 | 0.000 | 1.000 | 1.000 | 0.786 | 0.822 | 0.793 | 0.804 | 0.390 | 0.804 | 0.488 |
지점 | 0.000 | 1.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
시도명 | 0.911 | 1.000 | 1.000 | 0.993 | 0.415 | 0.415 | 0.000 | 0.000 | 0.000 | 0.000 | 0.067 | 0.000 | 0.573 |
시군구명 | 0.000 | 1.000 | 0.993 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
질병코드 | 1.000 | 0.000 | 0.415 | 0.000 | 1.000 | 0.999 | 0.999 | 0.999 | 0.999 | 0.999 | 0.613 | 0.999 | 0.621 |
질병명 | 1.000 | 0.000 | 0.415 | 0.000 | 0.999 | 1.000 | 0.999 | 0.999 | 0.999 | 0.999 | 0.613 | 0.999 | 0.621 |
진료실인원((명)) | 0.786 | 0.000 | 0.000 | 0.000 | 0.999 | 0.999 | 1.000 | 0.987 | 0.995 | 0.991 | 0.787 | 0.991 | 0.681 |
입내원일수((일)) | 0.822 | 0.000 | 0.000 | 0.000 | 0.999 | 0.999 | 0.987 | 1.000 | 0.989 | 0.989 | 0.809 | 0.989 | 0.723 |
급여일수((일)) | 0.793 | 0.000 | 0.000 | 0.000 | 0.999 | 0.999 | 0.995 | 0.989 | 1.000 | 0.993 | 0.810 | 0.993 | 0.713 |
진료비((원)) | 0.804 | 0.000 | 0.000 | 0.000 | 0.999 | 0.999 | 0.991 | 0.989 | 0.993 | 1.000 | 0.792 | 1.000 | 0.720 |
진료비 비율((%)) | 0.390 | 0.000 | 0.067 | 0.000 | 0.613 | 0.613 | 0.787 | 0.809 | 0.810 | 0.792 | 1.000 | 0.792 | 0.990 |
급여비((원)) | 0.804 | 0.000 | 0.000 | 0.000 | 0.999 | 0.999 | 0.991 | 0.989 | 0.993 | 1.000 | 0.792 | 1.000 | 0.720 |
급여비 비율((%)) | 0.488 | 0.000 | 0.573 | 0.000 | 0.621 | 0.621 | 0.681 | 0.723 | 0.713 | 0.720 | 0.990 | 0.720 | 1.000 |
질병코드 | 시도명 | 질병명 | |
---|---|---|---|
질병코드 | 1.000 | 0.351 | 0.980 |
시도명 | 0.351 | 1.000 | 0.351 |
질병명 | 0.980 | 0.351 | 1.000 |
기본키 | 진료실인원((명)) | 입내원일수((일)) | 급여일수((일)) | 진료비((원)) | 진료비 비율((%)) | 급여비((원)) | 급여비 비율((%)) | 시도명 | 질병코드 | 질병명 | |
---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 0.669 | 0.673 | 0.656 | 0.672 | -0.086 | 0.676 | -0.083 | 0.620 | 0.939 | 0.939 |
진료실인원((명)) | 0.669 | 1.000 | 0.964 | 0.931 | 0.962 | 0.395 | 0.959 | 0.392 | 0.000 | 0.937 | 0.937 |
입내원일수((일)) | 0.673 | 0.964 | 1.000 | 0.945 | 0.991 | 0.486 | 0.988 | 0.478 | 0.000 | 0.937 | 0.937 |
급여일수((일)) | 0.656 | 0.931 | 0.945 | 1.000 | 0.945 | 0.352 | 0.945 | 0.342 | 0.000 | 0.937 | 0.937 |
진료비((원)) | 0.672 | 0.962 | 0.991 | 0.945 | 1.000 | 0.508 | 0.999 | 0.503 | 0.000 | 0.937 | 0.937 |
진료비 비율((%)) | -0.086 | 0.395 | 0.486 | 0.352 | 0.508 | 1.000 | 0.507 | 0.998 | 0.000 | 0.454 | 0.454 |
급여비((원)) | 0.676 | 0.959 | 0.988 | 0.945 | 0.999 | 0.507 | 1.000 | 0.504 | 0.000 | 0.937 | 0.937 |
급여비 비율((%)) | -0.083 | 0.392 | 0.478 | 0.342 | 0.503 | 0.998 | 0.504 | 1.000 | 0.243 | 0.460 | 0.460 |
시도명 | 0.620 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.243 | 1.000 | 0.351 | 0.351 |
질병코드 | 0.939 | 0.937 | 0.937 | 0.937 | 0.937 | 0.454 | 0.937 | 0.460 | 0.351 | 1.000 | 0.980 |
질병명 | 0.939 | 0.937 | 0.937 | 0.937 | 0.937 | 0.454 | 0.937 | 0.460 | 0.351 | 0.980 | 1.000 |
기본키 | 지점 | 시도명 | 시군구명 | 질병코드 | 질병명 | 진료실인원((명)) | 입내원일수((일)) | 급여일수((일)) | 진료비((원)) | 진료비 비율((%)) | 급여비((원)) | 급여비 비율((%)) | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 1 | A-1000-0123E-10 | 서울시 | 송파구 | O11 | 만성고혈압에겹친전자간 | 2 | 9 | 24 | 1987360 | 1.74 | 1558260 | 1.75 |
1 | 2 | A-0600-0002S-8 | 서울시 | 강동구 | O11 | 만성고혈압에겹친전자간 | 1 | 2 | 2 | 30400 | 0.03 | 1200 | 0.0 |
2 | 3 | A-0651-0026S-4 | 부산시 | 해운대구 | O11 | 만성고혈압에겹친전자간 | 2 | 13 | 48 | 2849320 | 2.49 | 2175940 | 2.44 |
3 | 4 | A-6000-0386E-4 | 부산시 | 금정구 | O11 | 만성고혈압에겹친전자간 | 1 | 1 | 1 | 10600 | 0.01 | 6400 | 0.01 |
4 | 5 | A-0651-0108S-6 | 부산시 | 기장군 | O11 | 만성고혈압에겹친전자간 | 3 | 32 | 44 | 6324470 | 5.54 | 4968210 | 5.58 |
5 | 6 | A-0010-1185E-8 | 대구시 | 동구 | O11 | 만성고혈압에겹친전자간 | 2 | 8 | 25 | 2270910 | 1.99 | 1779860 | 2.0 |
6 | 7 | A-4510-0285E-6 | 대구시 | 서구 | O11 | 만성고혈압에겹친전자간 | 2 | 5 | 54 | 256260 | 0.22 | 86460 | 0.1 |
7 | 8 | A-0010-1305E-8 | 대구시 | 북구 | O11 | 만성고혈압에겹친전자간 | 2 | 5 | 38 | 271240 | 0.24 | 106540 | 0.12 |
8 | 9 | A-4510-0204S-8 | 대구시 | 달서구 | O11 | 만성고혈압에겹친전자간 | 7 | 29 | 64 | 6980110 | 6.11 | 5412380 | 6.08 |
9 | 10 | A-0450-0480S-4 | 대구시 | 달성군 | O11 | 만성고혈압에겹친전자간 | 4 | 31 | 83 | 5781260 | 5.06 | 4741410 | 5.32 |
기본키 | 지점 | 시도명 | 시군구명 | 질병코드 | 질병명 | 진료실인원((명)) | 입내원일수((일)) | 급여일수((일)) | 진료비((원)) | 진료비 비율((%)) | 급여비((원)) | 급여비 비율((%)) | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
90 | 91 | A-0550-3717E-4 | 강원도 | 춘천시 | I10 | 본태성(원발성)고혈압 | 31241 | 248285 | 8224054 | 15837020310 | 1.46 | 11320041111 | 1.47 |
91 | 92 | A-0500-1206S-6 | 강원도 | 원주시 | I10 | 본태성(원발성)고혈압 | 36934 | 272619 | 9481488 | 18216909740 | 1.68 | 12921737787 | 1.67 |
92 | 93 | A-0650-0294E-4 | 강원도 | 강릉시 | I10 | 본태성(원발성)고혈압 | 31034 | 231057 | 8286359 | 15459020130 | 1.42 | 11073844346 | 1.43 |
93 | 94 | A-0650-0140E-4 | 강원도 | 동해시 | I10 | 본태성(원발성)고혈압 | 14579 | 129727 | 3985177 | 8689096620 | 0.8 | 6181748848 | 0.8 |
94 | 95 | A-0650-1189E-4 | 강원도 | 속초시 | I10 | 본태성(원발성)고혈압 | 11625 | 94742 | 3129482 | 5965418480 | 0.55 | 4250973659 | 0.55 |
95 | 96 | A-0600-0850E-4 | 강원도 | 홍천군 | I10 | 본태성(원발성)고혈압 | 10611 | 88846 | 2883219 | 5162214480 | 0.48 | 3675898341 | 0.48 |
96 | 97 | A-0500-1780S-4 | 강원도 | 횡성군 | I10 | 본태성(원발성)고혈압 | 7972 | 63877 | 1995565 | 3992391700 | 0.37 | 2855902527 | 0.37 |
97 | 98 | A-0500-2020S-4 | 강원도 | 평창군 | I10 | 본태성(원발성)고혈압 | 7738 | 52922 | 2069094 | 3541856500 | 0.33 | 2503652657 | 0.32 |
98 | 99 | A-0600-1417S-4 | 강원도 | 양양군 | I10 | 본태성(원발성)고혈압 | 5397 | 41901 | 1266241 | 2330791610 | 0.21 | 1675842211 | 0.22 |
99 | 100 | A-0400-0834S-4 | 충청북도 | 충주시 | I10 | 본태성(원발성)고혈압 | 28264 | 221018 | 7044586 | 13902481310 | 1.28 | 9911978487 | 1.28 |