Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 28 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.6 KiB |
Average record size in memory | 58.7 B |
Variable types
Numeric | 6 |
---|
Dataset
Description | 대한적십자사 혈액정보관리시스템을 통한 조혈모세포기증자 통계 자료입니다. 연령대 별 조혈모세포 기증, 1994년부터 2021년까지 정보로 구성되어 있습니다. |
---|---|
URL | https://www.data.go.kr/data/15022335/fileData.do |
구분 연도 is highly overall correlated with 18-19세 and 4 other fields | High correlation |
18-19세 is highly overall correlated with 구분 연도 and 3 other fields | High correlation |
20-29세 is highly overall correlated with 구분 연도 and 4 other fields | High correlation |
30-39세 is highly overall correlated with 구분 연도 and 2 other fields | High correlation |
40-49세 is highly overall correlated with 구분 연도 and 3 other fields | High correlation |
50세이상 is highly overall correlated with 구분 연도 and 2 other fields | High correlation |
구분 연도 has unique values | Unique |
18-19세 has unique values | Unique |
20-29세 has unique values | Unique |
18-19세 has 1 (3.6%) zeros | Zeros |
40-49세 has 12 (42.9%) zeros | Zeros |
50세이상 has 21 (75.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 17:57:51.000177 |
---|---|
Analysis finished | 2023-12-12 17:57:54.961597 |
Duration | 3.96 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
구분 연도
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 28 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2007.5 |
Minimum | 1994 |
---|---|
Maximum | 2021 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 384.0 B |
Quantile statistics
Minimum | 1994 |
---|---|
5-th percentile | 1995.35 |
Q1 | 2000.75 |
median | 2007.5 |
Q3 | 2014.25 |
95-th percentile | 2019.65 |
Maximum | 2021 |
Range | 27 |
Interquartile range (IQR) | 13.5 |
Descriptive statistics
Standard deviation | 8.2259751 |
---|---|
Coefficient of variation (CV) | 0.0040976215 |
Kurtosis | -1.2 |
Mean | 2007.5 |
Median Absolute Deviation (MAD) | 7 |
Skewness | 0 |
Sum | 56210 |
Variance | 67.666667 |
Monotonicity | Strictly decreasing |
Value | Count | Frequency (%) |
2021 | 1 | 3.6% |
2006 | 1 | 3.6% |
1994 | 1 | 3.6% |
1995 | 1 | 3.6% |
1996 | 1 | 3.6% |
1997 | 1 | 3.6% |
1998 | 1 | 3.6% |
1999 | 1 | 3.6% |
2000 | 1 | 3.6% |
2001 | 1 | 3.6% |
Other values (18) | 18 |
Value | Count | Frequency (%) |
1994 | 1 | |
1995 | 1 | |
1996 | 1 | |
1997 | 1 | |
1998 | 1 | |
1999 | 1 | |
2000 | 1 | |
2001 | 1 | |
2002 | 1 | |
2003 | 1 |
Value | Count | Frequency (%) |
2021 | 1 | |
2020 | 1 | |
2019 | 1 | |
2018 | 1 | |
2017 | 1 | |
2016 | 1 | |
2015 | 1 | |
2014 | 1 | |
2013 | 1 | |
2012 | 1 |
18-19세
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
  ZEROS
 
Distinct | 28 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 536.89286 |
Minimum | 0 |
---|---|
Maximum | 1110 |
Zeros | 1 |
Zeros (%) | 3.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 384.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 3.05 |
Q1 | 238.5 |
median | 559 |
Q3 | 800 |
95-th percentile | 1060.55 |
Maximum | 1110 |
Range | 1110 |
Interquartile range (IQR) | 561.5 |
Descriptive statistics
Standard deviation | 344.57223 |
---|---|
Coefficient of variation (CV) | 0.64178957 |
Kurtosis | -1.0530245 |
Mean | 536.89286 |
Median Absolute Deviation (MAD) | 270 |
Skewness | -0.10667801 |
Sum | 15033 |
Variance | 118730.03 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1030 | 1 | 3.6% |
287 | 1 | 3.6% |
0 | 1 | 3.6% |
2 | 1 | 3.6% |
63 | 1 | 3.6% |
5 | 1 | 3.6% |
479 | 1 | 3.6% |
539 | 1 | 3.6% |
209 | 1 | 3.6% |
219 | 1 | 3.6% |
Other values (18) | 18 |
Value | Count | Frequency (%) |
0 | 1 | |
2 | 1 | |
5 | 1 | |
62 | 1 | |
63 | 1 | |
209 | 1 | |
219 | 1 | |
245 | 1 | |
287 | 1 | |
384 | 1 |
Value | Count | Frequency (%) |
1110 | 1 | |
1077 | 1 | |
1030 | 1 | |
970 | 1 | |
896 | 1 | |
827 | 1 | |
812 | 1 | |
796 | 1 | |
754 | 1 | |
686 | 1 |
20-29세
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 28 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3704.4286 |
Minimum | 1769 |
---|---|
Maximum | 6561 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 384.0 B |
Quantile statistics
Minimum | 1769 |
---|---|
5-th percentile | 1970.8 |
Q1 | 2851 |
median | 3708 |
Q3 | 4535.5 |
95-th percentile | 5098.65 |
Maximum | 6561 |
Range | 4792 |
Interquartile range (IQR) | 1684.5 |
Descriptive statistics
Standard deviation | 1145.9198 |
---|---|
Coefficient of variation (CV) | 0.30933781 |
Kurtosis | -0.084096513 |
Mean | 3704.4286 |
Median Absolute Deviation (MAD) | 862 |
Skewness | 0.18571738 |
Sum | 103724 |
Variance | 1313132.3 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4462 | 1 | 3.6% |
4407 | 1 | 3.6% |
1769 | 1 | 3.6% |
3513 | 1 | 3.6% |
2522 | 1 | 3.6% |
3284 | 1 | 3.6% |
2212 | 1 | 3.6% |
2028 | 1 | 3.6% |
1940 | 1 | 3.6% |
2367 | 1 | 3.6% |
Other values (18) | 18 |
Value | Count | Frequency (%) |
1769 | 1 | |
1940 | 1 | |
2028 | 1 | |
2212 | 1 | |
2367 | 1 | |
2522 | 1 | |
2602 | 1 | |
2934 | 1 | |
3284 | 1 | |
3322 | 1 |
Value | Count | Frequency (%) |
6561 | 1 | |
5169 | 1 | |
4968 | 1 | |
4729 | 1 | |
4695 | 1 | |
4690 | 1 | |
4639 | 1 | |
4501 | 1 | |
4462 | 1 | |
4407 | 1 |
30-39세
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 27 |
---|---|
Distinct (%) | 96.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1127.2143 |
Minimum | 161 |
---|---|
Maximum | 1935 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 384.0 B |
Quantile statistics
Minimum | 161 |
---|---|
5-th percentile | 465.7 |
Q1 | 789 |
median | 1236 |
Q3 | 1411.75 |
95-th percentile | 1708 |
Maximum | 1935 |
Range | 1774 |
Interquartile range (IQR) | 622.75 |
Descriptive statistics
Standard deviation | 449.13112 |
---|---|
Coefficient of variation (CV) | 0.39844343 |
Kurtosis | -0.67719156 |
Mean | 1127.2143 |
Median Absolute Deviation (MAD) | 317 |
Skewness | -0.31499237 |
Sum | 31562 |
Variance | 201718.77 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1708 | 2 | 7.1% |
1674 | 1 | 3.6% |
822 | 1 | 3.6% |
161 | 1 | 3.6% |
679 | 1 | 3.6% |
423 | 1 | 3.6% |
561 | 1 | 3.6% |
557 | 1 | 3.6% |
864 | 1 | 3.6% |
545 | 1 | 3.6% |
Other values (17) | 17 |
Value | Count | Frequency (%) |
161 | 1 | |
423 | 1 | |
545 | 1 | |
557 | 1 | |
561 | 1 | |
679 | 1 | |
690 | 1 | |
822 | 1 | |
864 | 1 | |
925 | 1 |
Value | Count | Frequency (%) |
1935 | 1 | |
1708 | 2 | |
1674 | 1 | |
1559 | 1 | |
1518 | 1 | |
1438 | 1 | |
1403 | 1 | |
1401 | 1 | |
1359 | 1 | |
1356 | 1 |
40-49세
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 14 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 46.285714 |
Minimum | 0 |
---|---|
Maximum | 400 |
Zeros | 12 |
Zeros (%) | 42.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 384.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 16 |
Q3 | 47.75 |
95-th percentile | 189.85 |
Maximum | 400 |
Range | 400 |
Interquartile range (IQR) | 47.75 |
Descriptive statistics
Standard deviation | 86.615308 |
---|---|
Coefficient of variation (CV) | 1.8713184 |
Kurtosis | 10.244578 |
Mean | 46.285714 |
Median Absolute Deviation (MAD) | 16 |
Skewness | 3.0050537 |
Sum | 1296 |
Variance | 7502.2116 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 12 | |
22 | 2 | 7.1% |
29 | 2 | 7.1% |
16 | 2 | 7.1% |
4 | 1 | 3.6% |
28 | 1 | 3.6% |
193 | 1 | 3.6% |
79 | 1 | 3.6% |
61 | 1 | 3.6% |
44 | 1 | 3.6% |
Other values (4) | 4 | 14.3% |
Value | Count | Frequency (%) |
0 | 12 | |
4 | 1 | 3.6% |
16 | 2 | 7.1% |
22 | 2 | 7.1% |
28 | 1 | 3.6% |
29 | 2 | 7.1% |
44 | 1 | 3.6% |
59 | 1 | 3.6% |
61 | 1 | 3.6% |
79 | 1 | 3.6% |
Value | Count | Frequency (%) |
400 | 1 | |
193 | 1 | |
184 | 1 | |
110 | 1 | |
79 | 1 | |
61 | 1 | |
59 | 1 | |
44 | 1 | |
29 | 2 | |
28 | 1 |
50세이상
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 6 |
---|---|
Distinct (%) | 21.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5.1785714 |
Minimum | 0 |
---|---|
Maximum | 96 |
Zeros | 21 |
Zeros (%) | 75.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 384.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0.25 |
95-th percentile | 18 |
Maximum | 96 |
Range | 96 |
Interquartile range (IQR) | 0.25 |
Descriptive statistics
Standard deviation | 18.427141 |
---|---|
Coefficient of variation (CV) | 3.5583445 |
Kurtosis | 23.965669 |
Mean | 5.1785714 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 4.7830356 |
Sum | 145 |
Variance | 339.55952 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 21 | |
5 | 2 | 7.1% |
18 | 2 | 7.1% |
1 | 1 | 3.6% |
2 | 1 | 3.6% |
96 | 1 | 3.6% |
Value | Count | Frequency (%) |
0 | 21 | |
1 | 1 | 3.6% |
2 | 1 | 3.6% |
5 | 2 | 7.1% |
18 | 2 | 7.1% |
96 | 1 | 3.6% |
Value | Count | Frequency (%) |
96 | 1 | 3.6% |
18 | 2 | 7.1% |
5 | 2 | 7.1% |
2 | 1 | 3.6% |
1 | 1 | 3.6% |
0 | 21 |
구분 연도 | 18-19세 | 20-29세 | 30-39세 | 40-49세 | 50세이상 | |
---|---|---|---|---|---|---|
구분 연도 | 1.000 | 0.811 | 0.665 | 0.284 | 0.424 | 0.306 |
18-19세 | 0.811 | 1.000 | 0.570 | 0.290 | 0.000 | 0.000 |
20-29세 | 0.665 | 0.570 | 1.000 | 0.822 | 0.383 | 0.000 |
30-39세 | 0.284 | 0.290 | 0.822 | 1.000 | 0.744 | 0.851 |
40-49세 | 0.424 | 0.000 | 0.383 | 0.744 | 1.000 | 0.873 |
50세이상 | 0.306 | 0.000 | 0.000 | 0.851 | 0.873 | 1.000 |
구분 연도 | 18-19세 | 20-29세 | 30-39세 | 40-49세 | 50세이상 | |
---|---|---|---|---|---|---|
구분 연도 | 1.000 | 0.707 | 0.545 | 0.821 | -0.770 | -0.641 |
18-19세 | 0.707 | 1.000 | 0.806 | 0.715 | -0.547 | -0.490 |
20-29세 | 0.545 | 0.806 | 1.000 | 0.616 | -0.504 | -0.598 |
30-39세 | 0.821 | 0.715 | 0.616 | 1.000 | -0.455 | -0.424 |
40-49세 | -0.770 | -0.547 | -0.504 | -0.455 | 1.000 | 0.729 |
50세이상 | -0.641 | -0.490 | -0.598 | -0.424 | 0.729 | 1.000 |
구분 연도 | 18-19세 | 20-29세 | 30-39세 | 40-49세 | 50세이상 | |
---|---|---|---|---|---|---|
0 | 2021 | 1030 | 4462 | 1708 | 0 | 0 |
1 | 2020 | 686 | 3840 | 1674 | 0 | 0 |
2 | 2019 | 546 | 3322 | 1518 | 0 | 0 |
3 | 2018 | 524 | 3360 | 1359 | 0 | 0 |
4 | 2017 | 572 | 3404 | 1401 | 0 | 0 |
5 | 2016 | 679 | 3743 | 1438 | 0 | 0 |
6 | 2015 | 754 | 4272 | 1140 | 0 | 0 |
7 | 2014 | 796 | 4501 | 1403 | 0 | 0 |
8 | 2013 | 812 | 4695 | 1243 | 0 | 0 |
9 | 2012 | 896 | 4729 | 1356 | 0 | 0 |
구분 연도 | 18-19세 | 20-29세 | 30-39세 | 40-49세 | 50세이상 | |
---|---|---|---|---|---|---|
18 | 2003 | 62 | 2934 | 925 | 79 | 0 |
19 | 2002 | 245 | 2602 | 1092 | 61 | 0 |
20 | 2001 | 219 | 2367 | 545 | 22 | 0 |
21 | 2000 | 209 | 1940 | 864 | 44 | 1 |
22 | 1999 | 539 | 2028 | 557 | 29 | 2 |
23 | 1998 | 479 | 2212 | 561 | 59 | 5 |
24 | 1997 | 5 | 3284 | 423 | 110 | 18 |
25 | 1996 | 63 | 2522 | 679 | 184 | 18 |
26 | 1995 | 2 | 3513 | 161 | 0 | 0 |
27 | 1994 | 0 | 1769 | 822 | 400 | 96 |