Dataset statistics
Number of variables | 4 |
---|---|
Number of observations | 37 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.4 KiB |
Average record size in memory | 38.6 B |
Variable types
Numeric | 3 |
---|---|
Categorical | 1 |
Dataset
Description | 한국보훈복지의료공단 부산보훈병원에서 2011년부터 2021년까지 년도별 국가유공자의 진료인원을 국비/감변별로 자연인원과 연인원을 제공합니다. 자연인 : 년도별 진료본 사람의 수 연인원 : 년도별 진료본 사람의 진료일수 |
---|---|
URL | https://www.data.go.kr/data/15067091/fileData.do |
자연인 is highly overall correlated with 연인원 and 1 other fields | High correlation |
연인원 is highly overall correlated with 자연인 and 1 other fields | High correlation |
구분 is highly overall correlated with 자연인 and 1 other fields | High correlation |
자연인 has unique values | Unique |
연인원 has unique values | Unique |
연인원 has 1 (2.7%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 20:40:12.271740 |
---|---|
Analysis finished | 2023-12-12 20:40:13.510831 |
Duration | 1.24 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
년도
Real number (ℝ)
Distinct | 13 |
---|---|
Distinct (%) | 35.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2016.3243 |
Minimum | 2010 |
---|---|
Maximum | 2022 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 465.0 B |
Quantile statistics
Minimum | 2010 |
---|---|
5-th percentile | 2011 |
Q1 | 2013 |
median | 2016 |
Q3 | 2019 |
95-th percentile | 2022 |
Maximum | 2022 |
Range | 12 |
Interquartile range (IQR) | 6 |
Descriptive statistics
Standard deviation | 3.6136628 |
---|---|
Coefficient of variation (CV) | 0.0017922031 |
Kurtosis | -1.1895036 |
Mean | 2016.3243 |
Median Absolute Deviation (MAD) | 3 |
Skewness | -0.016593016 |
Sum | 74604 |
Variance | 13.058559 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
2011 | 3 | |
2012 | 3 | |
2013 | 3 | |
2014 | 3 | |
2015 | 3 | |
2016 | 3 | |
2017 | 3 | |
2018 | 3 | |
2019 | 3 | |
2020 | 3 | |
Other values (3) | 7 |
Value | Count | Frequency (%) |
2010 | 1 | 2.7% |
2011 | 3 | |
2012 | 3 | |
2013 | 3 | |
2014 | 3 | |
2015 | 3 | |
2016 | 3 | |
2017 | 3 | |
2018 | 3 | |
2019 | 3 |
Value | Count | Frequency (%) |
2022 | 3 | |
2021 | 3 | |
2020 | 3 | |
2019 | 3 | |
2018 | 3 | |
2017 | 3 | |
2016 | 3 | |
2015 | 3 | |
2014 | 3 | |
2013 | 3 |
구분
Categorical
HIGH CORRELATION
 
Distinct | 3 |
---|---|
Distinct (%) | 8.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 428.0 B |
감면 | |
---|---|
국비 | |
일반 |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 감면 |
---|---|
2nd row | 감면 |
3rd row | 국비 |
4th row | 일반 |
5th row | 감면 |
Common Values
Value | Count | Frequency (%) |
감면 | 13 | |
국비 | 12 | |
일반 | 12 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
감면 | 13 | |
국비 | 12 | |
일반 | 12 |
자연인
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 37 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 13935.324 |
Minimum | 1 |
---|---|
Maximum | 20766 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 465.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 7816.4 |
Q1 | 9509 |
median | 14633 |
Q3 | 18539 |
95-th percentile | 19105.4 |
Maximum | 20766 |
Range | 20765 |
Interquartile range (IQR) | 9030 |
Descriptive statistics
Standard deviation | 4826.0863 |
---|---|
Coefficient of variation (CV) | 0.34632035 |
Kurtosis | 0.13031743 |
Mean | 13935.324 |
Median Absolute Deviation (MAD) | 4174 |
Skewness | -0.72084254 |
Sum | 515607 |
Variance | 23291109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 1 | 2.7% |
13834 | 1 | 2.7% |
8457 | 1 | 2.7% |
15353 | 1 | 2.7% |
18807 | 1 | 2.7% |
8859 | 1 | 2.7% |
15040 | 1 | 2.7% |
19195 | 1 | 2.7% |
9509 | 1 | 2.7% |
17906 | 1 | 2.7% |
Other values (27) | 27 |
Value | Count | Frequency (%) |
1 | 1 | |
7366 | 1 | |
7929 | 1 | |
8060 | 1 | |
8085 | 1 | |
8176 | 1 | |
8457 | 1 | |
8488 | 1 | |
8859 | 1 | |
9509 | 1 |
Value | Count | Frequency (%) |
20766 | 1 | |
19195 | 1 | |
19083 | 1 | |
18967 | 1 | |
18952 | 1 | |
18930 | 1 | |
18854 | 1 | |
18807 | 1 | |
18673 | 1 | |
18539 | 1 |
연인원
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
  ZEROS
 
Distinct | 37 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 220704.32 |
Minimum | 0 |
---|---|
Maximum | 519910 |
Zeros | 1 |
Zeros (%) | 2.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 465.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 34125.6 |
Q1 | 41200 |
median | 148095 |
Q3 | 463604 |
95-th percentile | 501327.2 |
Maximum | 519910 |
Range | 519910 |
Interquartile range (IQR) | 422404 |
Descriptive statistics
Standard deviation | 191365.6 |
---|---|
Coefficient of variation (CV) | 0.86706776 |
Kurtosis | -1.4348205 |
Mean | 220704.32 |
Median Absolute Deviation (MAD) | 111996 |
Skewness | 0.58155948 |
Sum | 8166060 |
Variance | 3.6620795 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 1 | 2.7% |
171090 | 1 | 2.7% |
36099 | 1 | 2.7% |
170804 | 1 | 2.7% |
498270 | 1 | 2.7% |
37903 | 1 | 2.7% |
178479 | 1 | 2.7% |
497290 | 1 | 2.7% |
42345 | 1 | 2.7% |
472134 | 1 | 2.7% |
Other values (27) | 27 |
Value | Count | Frequency (%) |
0 | 1 | |
32492 | 1 | |
34534 | 1 | |
34730 | 1 | |
35810 | 1 | |
35953 | 1 | |
36099 | 1 | |
37804 | 1 | |
37903 | 1 | |
41200 | 1 |
Value | Count | Frequency (%) |
519910 | 1 | |
513556 | 1 | |
498270 | 1 | |
497979 | 1 | |
497290 | 1 | |
497267 | 1 | |
481008 | 1 | |
473001 | 1 | |
472134 | 1 | |
463604 | 1 |
년도 | 구분 | 자연인 | 연인원 | |
---|---|---|---|---|
년도 | 1.000 | 0.000 | 0.000 | 0.000 |
구분 | 0.000 | 1.000 | 0.913 | 0.999 |
자연인 | 0.000 | 0.913 | 1.000 | 0.788 |
연인원 | 0.000 | 0.999 | 0.788 | 1.000 |
년도 | 자연인 | 연인원 | 구분 | |
---|---|---|---|---|
년도 | 1.000 | 0.335 | 0.245 | 0.000 |
자연인 | 0.335 | 1.000 | 0.846 | 0.866 |
연인원 | 0.245 | 0.846 | 1.000 | 0.914 |
구분 | 0.000 | 0.866 | 0.914 | 1.000 |
년도 | 구분 | 자연인 | 연인원 | |
---|---|---|---|---|
0 | 2010 | 감면 | 1 | 0 |
1 | 2011 | 감면 | 12530 | 137085 |
2 | 2011 | 국비 | 18437 | 463604 |
3 | 2011 | 일반 | 7366 | 32492 |
4 | 2012 | 감면 | 13096 | 136915 |
5 | 2012 | 국비 | 19083 | 473001 |
6 | 2012 | 일반 | 7929 | 34534 |
7 | 2013 | 감면 | 13271 | 140239 |
8 | 2013 | 국비 | 18539 | 481008 |
9 | 2013 | 일반 | 8085 | 34730 |
년도 | 구분 | 자연인 | 연인원 | |
---|---|---|---|---|
27 | 2019 | 일반 | 9509 | 42345 |
28 | 2020 | 감면 | 13834 | 171090 |
29 | 2020 | 국비 | 17906 | 472134 |
30 | 2020 | 일반 | 9586 | 41200 |
31 | 2021 | 감면 | 13729 | 169109 |
32 | 2021 | 국비 | 17669 | 452168 |
33 | 2021 | 일반 | 20766 | 72066 |
34 | 2022 | 감면 | 13444 | 163731 |
35 | 2022 | 국비 | 17328 | 428822 |
36 | 2022 | 일반 | 18930 | 70335 |