Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 402 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 17.0 KiB |
Average record size in memory | 43.3 B |
Variable types
DateTime | 1 |
---|---|
Categorical | 1 |
Numeric | 3 |
Dataset
Description | 경기도_공공의료사업(무료이동진료사업(외국인근로자))실적 현황 |
---|---|
Author | 경기도의료원 |
URL | https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=6C8E2M90FDK8E7V06RS628872118&infSeq=1 |
진료실적(실인원) is highly overall correlated with 진료실적(연인원) and 1 other fields | High correlation |
진료실적(연인원) is highly overall correlated with 진료실적(실인원) and 1 other fields | High correlation |
지원금액 is highly overall correlated with 진료실적(실인원) and 1 other fields | High correlation |
진료실적(실인원) has 208 (51.7%) zeros | Zeros |
진료실적(연인원) has 208 (51.7%) zeros | Zeros |
지원금액 has 208 (51.7%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 22:23:13.608258 |
---|---|
Analysis finished | 2023-12-10 22:23:14.621600 |
Duration | 1.01 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
년월
Date
Distinct | 67 |
---|---|
Distinct (%) | 16.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 3.3 KiB |
Minimum | 2018-01-01 00:00:00 |
---|---|
Maximum | 2023-07-01 00:00:00 |
병원명
Categorical
Distinct | 6 |
---|---|
Distinct (%) | 1.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 3.3 KiB |
안성 | |
---|---|
포천 | |
수원 | |
의정부 | |
파주 |
Length
Max length | 3 |
---|---|
Median length | 2 |
Mean length | 2.1666667 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 안성 |
---|---|
2nd row | 포천 |
3rd row | 수원 |
4th row | 의정부 |
5th row | 파주 |
Common Values
Value | Count | Frequency (%) |
안성 | 67 | |
포천 | 67 | |
수원 | 67 | |
의정부 | 67 | |
파주 | 67 | |
이천 | 67 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
안성 | 67 | |
포천 | 67 | |
수원 | 67 | |
의정부 | 67 | |
파주 | 67 | |
이천 | 67 |
진료실적(실인원)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 32 |
---|---|
Distinct (%) | 8.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4.0024876 |
Minimum | 0 |
---|---|
Maximum | 37 |
Zeros | 208 |
Zeros (%) | 51.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.7 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 5 |
95-th percentile | 19.95 |
Maximum | 37 |
Range | 37 |
Interquartile range (IQR) | 5 |
Descriptive statistics
Standard deviation | 6.8188161 |
---|---|
Coefficient of variation (CV) | 1.7036445 |
Kurtosis | 4.1267534 |
Mean | 4.0024876 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 2.0729879 |
Sum | 1609 |
Variance | 46.496253 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 208 | |
1 | 39 | 9.7% |
2 | 23 | 5.7% |
3 | 18 | 4.5% |
4 | 12 | 3.0% |
9 | 9 | 2.2% |
8 | 9 | 2.2% |
16 | 7 | 1.7% |
13 | 7 | 1.7% |
17 | 6 | 1.5% |
Other values (22) | 64 | 15.9% |
Value | Count | Frequency (%) |
0 | 208 | |
1 | 39 | 9.7% |
2 | 23 | 5.7% |
3 | 18 | 4.5% |
4 | 12 | 3.0% |
5 | 5 | 1.2% |
6 | 5 | 1.2% |
7 | 5 | 1.2% |
8 | 9 | 2.2% |
9 | 9 | 2.2% |
Value | Count | Frequency (%) |
37 | 1 | 0.2% |
33 | 2 | |
30 | 1 | 0.2% |
28 | 1 | 0.2% |
27 | 1 | 0.2% |
26 | 1 | 0.2% |
25 | 1 | 0.2% |
24 | 3 | |
23 | 1 | 0.2% |
22 | 1 | 0.2% |
진료실적(연인원)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 75 |
---|---|
Distinct (%) | 18.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 15.039801 |
Minimum | 0 |
---|---|
Maximum | 170 |
Zeros | 208 |
Zeros (%) | 51.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.7 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 20 |
95-th percentile | 71.9 |
Maximum | 170 |
Range | 170 |
Interquartile range (IQR) | 20 |
Descriptive statistics
Standard deviation | 25.841226 |
---|---|
Coefficient of variation (CV) | 1.7181894 |
Kurtosis | 6.5655741 |
Mean | 15.039801 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 2.3614885 |
Sum | 6046 |
Variance | 667.76899 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 208 | |
10 | 10 | 2.5% |
1 | 9 | 2.2% |
8 | 8 | 2.0% |
4 | 6 | 1.5% |
20 | 6 | 1.5% |
5 | 6 | 1.5% |
3 | 6 | 1.5% |
7 | 5 | 1.2% |
28 | 5 | 1.2% |
Other values (65) | 133 |
Value | Count | Frequency (%) |
0 | 208 | |
1 | 9 | 2.2% |
2 | 4 | 1.0% |
3 | 6 | 1.5% |
4 | 6 | 1.5% |
5 | 6 | 1.5% |
6 | 5 | 1.2% |
7 | 5 | 1.2% |
8 | 8 | 2.0% |
9 | 5 | 1.2% |
Value | Count | Frequency (%) |
170 | 1 | |
144 | 1 | |
122 | 1 | |
118 | 1 | |
104 | 1 | |
102 | 1 | |
99 | 1 | |
95 | 2 | |
89 | 2 | |
88 | 1 |
지원금액
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 195 |
---|---|
Distinct (%) | 48.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2655763.8 |
Minimum | 0 |
---|---|
Maximum | 52987980 |
Zeros | 208 |
Zeros (%) | 51.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.7 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 3524417.5 |
95-th percentile | 11902833 |
Maximum | 52987980 |
Range | 52987980 |
Interquartile range (IQR) | 3524417.5 |
Descriptive statistics
Standard deviation | 5145993.2 |
---|---|
Coefficient of variation (CV) | 1.9376698 |
Kurtosis | 25.573423 |
Mean | 2655763.8 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 3.8951828 |
Sum | 1.067617 × 109 |
Variance | 2.6481246 × 1013 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 208 | |
4715950 | 1 | 0.2% |
405800 | 1 | 0.2% |
13288667 | 1 | 0.2% |
5073260 | 1 | 0.2% |
44660 | 1 | 0.2% |
1717370 | 1 | 0.2% |
131845 | 1 | 0.2% |
519650 | 1 | 0.2% |
8631900 | 1 | 0.2% |
Other values (185) | 185 |
Value | Count | Frequency (%) |
0 | 208 | |
12200 | 1 | 0.2% |
13610 | 1 | 0.2% |
17170 | 1 | 0.2% |
44660 | 1 | 0.2% |
47008 | 1 | 0.2% |
49790 | 1 | 0.2% |
61640 | 1 | 0.2% |
69700 | 1 | 0.2% |
93670 | 1 | 0.2% |
Value | Count | Frequency (%) |
52987980 | 1 | |
27020480 | 1 | |
24583090 | 1 | |
23808380 | 1 | |
20239490 | 1 | |
19946660 | 1 | |
19878160 | 1 | |
19365940 | 1 | |
18839130 | 1 | |
16474680 | 1 |
년월 | 병원명 | 진료실적(실인원) | 진료실적(연인원) | 지원금액 | |
---|---|---|---|---|---|
년월 | 1.000 | 0.000 | 0.000 | 0.174 | 0.165 |
병원명 | 0.000 | 1.000 | 0.551 | 0.442 | 0.313 |
진료실적(실인원) | 0.000 | 0.551 | 1.000 | 0.827 | 0.600 |
진료실적(연인원) | 0.174 | 0.442 | 0.827 | 1.000 | 0.834 |
지원금액 | 0.165 | 0.313 | 0.600 | 0.834 | 1.000 |
진료실적(실인원) | 진료실적(연인원) | 지원금액 | 병원명 | |
---|---|---|---|---|
진료실적(실인원) | 1.000 | 0.972 | 0.954 | 0.328 |
진료실적(연인원) | 0.972 | 1.000 | 0.984 | 0.262 |
지원금액 | 0.954 | 0.984 | 1.000 | 0.192 |
병원명 | 0.328 | 0.262 | 0.192 | 1.000 |
년월 | 병원명 | 진료실적(실인원) | 진료실적(연인원) | 지원금액 | |
---|---|---|---|---|---|
0 | 2019-11 | 안성 | 2 | 39 | 4715950 |
1 | 2019-11 | 포천 | 17 | 64 | 8398450 |
2 | 2019-12 | 수원 | 3 | 20 | 2261210 |
3 | 2019-12 | 의정부 | 1 | 10 | 1264820 |
4 | 2019-12 | 파주 | 16 | 40 | 7297770 |
5 | 2019-12 | 이천 | 5 | 37 | 5924360 |
6 | 2019-12 | 안성 | 0 | 0 | 0 |
7 | 2019-12 | 포천 | 16 | 45 | 5881550 |
8 | 2020-01 | 수원 | 0 | 0 | 0 |
9 | 2020-01 | 의정부 | 0 | 0 | 0 |
년월 | 병원명 | 진료실적(실인원) | 진료실적(연인원) | 지원금액 | |
---|---|---|---|---|---|
392 | 2019-10 | 수원 | 0 | 0 | 0 |
393 | 2019-10 | 의정부 | 1 | 16 | 3541020 |
394 | 2019-10 | 파주 | 9 | 50 | 6523600 |
395 | 2019-10 | 이천 | 2 | 8 | 1621510 |
396 | 2019-10 | 안성 | 13 | 27 | 19946660 |
397 | 2019-10 | 포천 | 16 | 56 | 8670820 |
398 | 2019-11 | 수원 | 0 | 0 | 0 |
399 | 2019-11 | 의정부 | 0 | 0 | 0 |
400 | 2019-11 | 파주 | 10 | 32 | 5143630 |
401 | 2019-11 | 이천 | 3 | 12 | 1848230 |