Dataset statistics
Number of variables | 4 |
---|---|
Number of observations | 36 |
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 | 38.7 B |
Variable types
Numeric | 3 |
---|---|
Categorical | 1 |
Dataset
Description | 대전보훈병원에서 개방하는 년도별 국가유공자 진료인원 데이터로 년도,구분,자연인,연인원이 포함된 데이터입니다. |
---|---|
URL | https://www.data.go.kr/data/15067089/fileData.do |
Reproduction
Analysis started | 2023-12-12 07:02:01.455761 |
---|---|
Analysis finished | 2023-12-12 07:02:02.533035 |
Duration | 1.08 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
년도
Real number (ℝ)
Distinct | 12 |
---|---|
Distinct (%) | 33.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2016.5 |
Minimum | 2011 |
---|---|
Maximum | 2022 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 456.0 B |
Quantile statistics
Minimum | 2011 |
---|---|
5-th percentile | 2011 |
Q1 | 2013.75 |
median | 2016.5 |
Q3 | 2019.25 |
95-th percentile | 2022 |
Maximum | 2022 |
Range | 11 |
Interquartile range (IQR) | 5.5 |
Descriptive statistics
Standard deviation | 3.5010203 |
---|---|
Coefficient of variation (CV) | 0.0017361866 |
Kurtosis | -1.217232 |
Mean | 2016.5 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 0 |
Sum | 72594 |
Variance | 12.257143 |
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 (2) | 6 |
Value | Count | Frequency (%) |
2011 | 3 | |
2012 | 3 | |
2013 | 3 | |
2014 | 3 | |
2015 | 3 | |
2016 | 3 | |
2017 | 3 | |
2018 | 3 | |
2019 | 3 | |
2020 | 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 (%) | 8.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 420.0 B |
국비 | |
---|---|
감면 | |
일반 |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 국비 |
---|---|
2nd row | 감면 |
3rd row | 일반 |
4th row | 국비 |
5th row | 감면 |
Common Values
Value | Count | Frequency (%) |
국비 | 12 | |
감면 | 12 | |
일반 | 12 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
국비 | 12 | |
감면 | 12 | |
일반 | 12 |
자연인
Real number (ℝ)
UNIQUE
 
Distinct | 36 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 10570.75 |
Minimum | 8299 |
---|---|
Maximum | 17193 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 456.0 B |
Quantile statistics
Minimum | 8299 |
---|---|
5-th percentile | 8567.25 |
Q1 | 9357.25 |
median | 10206 |
Q3 | 11532.25 |
95-th percentile | 13135 |
Maximum | 17193 |
Range | 8894 |
Interquartile range (IQR) | 2175 |
Descriptive statistics
Standard deviation | 1842.3767 |
---|---|
Coefficient of variation (CV) | 0.17429006 |
Kurtosis | 3.4473108 |
Mean | 10570.75 |
Median Absolute Deviation (MAD) | 1005 |
Skewness | 1.5232048 |
Sum | 380547 |
Variance | 3394351.7 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
9395 | 1 | 2.8% |
12274 | 1 | 2.8% |
9208 | 1 | 2.8% |
12585 | 1 | 2.8% |
11205 | 1 | 2.8% |
9343 | 1 | 2.8% |
12799 | 1 | 2.8% |
11662 | 1 | 2.8% |
8739 | 1 | 2.8% |
10964 | 1 | 2.8% |
Other values (26) | 26 |
Value | Count | Frequency (%) |
8299 | 1 | |
8334 | 1 | |
8645 | 1 | |
8739 | 1 | |
8789 | 1 | |
8798 | 1 | |
9195 | 1 | |
9208 | 1 | |
9343 | 1 | |
9362 | 1 |
Value | Count | Frequency (%) |
17193 | 1 | |
14143 | 1 | |
12799 | 1 | |
12594 | 1 | |
12585 | 1 | |
12274 | 1 | |
12223 | 1 | |
12057 | 1 | |
11662 | 1 | |
11489 | 1 |
연인원
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 36 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 154125.14 |
Minimum | 28371 |
---|---|
Maximum | 327887 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 456.0 B |
Quantile statistics
Minimum | 28371 |
---|---|
5-th percentile | 29616.75 |
Q1 | 43134 |
median | 120863.5 |
Q3 | 284574.25 |
95-th percentile | 321099.5 |
Maximum | 327887 |
Range | 299516 |
Interquartile range (IQR) | 241440.25 |
Descriptive statistics
Standard deviation | 110910.24 |
---|---|
Coefficient of variation (CV) | 0.71961162 |
Kurtosis | -1.4769768 |
Mean | 154125.14 |
Median Absolute Deviation (MAD) | 83746 |
Skewness | 0.42515343 |
Sum | 5548505 |
Variance | 1.2301081 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
273103 | 1 | 2.8% |
120271 | 1 | 2.8% |
320973 | 1 | 2.8% |
142634 | 1 | 2.8% |
41414 | 1 | 2.8% |
327887 | 1 | 2.8% |
156806 | 1 | 2.8% |
41733 | 1 | 2.8% |
291756 | 1 | 2.8% |
140670 | 1 | 2.8% |
Other values (26) | 26 |
Value | Count | Frequency (%) |
28371 | 1 | |
29385 | 1 | |
29694 | 1 | |
30067 | 1 | |
31805 | 1 | |
35117 | 1 | |
39118 | 1 | |
41414 | 1 | |
41733 | 1 | |
43601 | 1 |
Value | Count | Frequency (%) |
327887 | 1 | |
321479 | 1 | |
320973 | 1 | |
313059 | 1 | |
309641 | 1 | |
295493 | 1 | |
295276 | 1 | |
291756 | 1 | |
285919 | 1 | |
284126 | 1 |
년도 | 구분 | 자연인 | 연인원 | |
---|---|---|---|---|
년도 | 1.000 | 0.000 | 0.000 | 0.000 |
구분 | 0.000 | 1.000 | 0.654 | 0.943 |
자연인 | 0.000 | 0.654 | 1.000 | 0.778 |
연인원 | 0.000 | 0.943 | 0.778 | 1.000 |
년도 | 자연인 | 연인원 | 구분 | |
---|---|---|---|---|
년도 | 1.000 | 0.259 | 0.204 | 0.000 |
자연인 | 0.259 | 1.000 | -0.187 | 0.475 |
연인원 | 0.204 | -0.187 | 1.000 | 0.905 |
구분 | 0.000 | 0.475 | 0.905 | 1.000 |
년도 | 구분 | 자연인 | 연인원 | |
---|---|---|---|---|
0 | 2011 | 국비 | 9395 | 273103 |
1 | 2011 | 감면 | 10017 | 87940 |
2 | 2011 | 일반 | 9195 | 30067 |
3 | 2012 | 국비 | 9628 | 285919 |
4 | 2012 | 감면 | 10406 | 96619 |
5 | 2012 | 일반 | 8798 | 28371 |
6 | 2013 | 국비 | 9665 | 295276 |
7 | 2013 | 감면 | 11294 | 103473 |
8 | 2013 | 일반 | 8645 | 29385 |
9 | 2014 | 국비 | 9507 | 295493 |
년도 | 구분 | 자연인 | 연인원 | |
---|---|---|---|---|
26 | 2019 | 일반 | 11662 | 41733 |
27 | 2020 | 국비 | 8739 | 291756 |
28 | 2020 | 감면 | 10964 | 140670 |
29 | 2020 | 일반 | 12594 | 43601 |
30 | 2021 | 국비 | 8299 | 284126 |
31 | 2021 | 감면 | 10636 | 143567 |
32 | 2021 | 일반 | 17193 | 74640 |
33 | 2022 | 국비 | 8334 | 270779 |
34 | 2022 | 감면 | 10657 | 139067 |
35 | 2022 | 일반 | 14143 | 60943 |