Dataset statistics
Number of variables | 7 |
---|---|
Number of observations | 26 |
Missing cells | 20 |
Missing cells (%) | 11.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.7 KiB |
Average record size in memory | 68.1 B |
Variable types
Numeric | 7 |
---|
Dataset
Description | 농업인 자녀 대학 학자금 집계 현황 |
---|---|
Author | 경기도 |
URL | https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=KL49562DZ28VBXQITZ3U12537513&infSeq=1 |
집계년도 is highly overall correlated with 인원수(명) and 1 other fields | High correlation |
인원수(명) is highly overall correlated with 집계년도 and 2 other fields | High correlation |
총지원액(천원) is highly overall correlated with 인원수(명) and 4 other fields | High correlation |
국비(천원) is highly overall correlated with 총지원액(천원) and 2 other fields | High correlation |
도비(천원) is highly overall correlated with 인원수(명) and 3 other fields | High correlation |
시군비(천원) is highly overall correlated with 총지원액(천원) and 3 other fields | High correlation |
연간지원액(천원) is highly overall correlated with 집계년도 and 2 other fields | High correlation |
국비(천원) has 14 (53.8%) missing values | Missing |
연간지원액(천원) has 6 (23.1%) missing values | Missing |
집계년도 has unique values | Unique |
인원수(명) has unique values | Unique |
총지원액(천원) has unique values | Unique |
도비(천원) has unique values | Unique |
시군비(천원) has unique values | Unique |
Reproduction
Analysis started | 2023-12-10 22:31:02.453690 |
---|---|
Analysis finished | 2023-12-10 22:31:07.085050 |
Duration | 4.63 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
집계년도
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 26 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2005.5 |
Minimum | 1993 |
---|---|
Maximum | 2018 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 366.0 B |
Quantile statistics
Minimum | 1993 |
---|---|
5-th percentile | 1994.25 |
Q1 | 1999.25 |
median | 2005.5 |
Q3 | 2011.75 |
95-th percentile | 2016.75 |
Maximum | 2018 |
Range | 25 |
Interquartile range (IQR) | 12.5 |
Descriptive statistics
Standard deviation | 7.6485293 |
---|---|
Coefficient of variation (CV) | 0.0038137767 |
Kurtosis | -1.2 |
Mean | 2005.5 |
Median Absolute Deviation (MAD) | 6.5 |
Skewness | 0 |
Sum | 52143 |
Variance | 58.5 |
Monotonicity | Strictly decreasing |
Value | Count | Frequency (%) |
2018 | 1 | 3.8% |
2004 | 1 | 3.8% |
1993 | 1 | 3.8% |
1994 | 1 | 3.8% |
1995 | 1 | 3.8% |
1996 | 1 | 3.8% |
1997 | 1 | 3.8% |
1998 | 1 | 3.8% |
1999 | 1 | 3.8% |
2000 | 1 | 3.8% |
Other values (16) | 16 |
Value | Count | Frequency (%) |
1993 | 1 | |
1994 | 1 | |
1995 | 1 | |
1996 | 1 | |
1997 | 1 | |
1998 | 1 | |
1999 | 1 | |
2000 | 1 | |
2001 | 1 | |
2002 | 1 |
Value | Count | Frequency (%) |
2018 | 1 | |
2017 | 1 | |
2016 | 1 | |
2015 | 1 | |
2014 | 1 | |
2013 | 1 | |
2012 | 1 | |
2011 | 1 | |
2010 | 1 | |
2009 | 1 |
인원수(명)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 26 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7099.6923 |
Minimum | 3279 |
---|---|
Maximum | 12745 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 366.0 B |
Quantile statistics
Minimum | 3279 |
---|---|
5-th percentile | 3744.75 |
Q1 | 4775.25 |
median | 7014 |
Q3 | 8963 |
95-th percentile | 10312.5 |
Maximum | 12745 |
Range | 9466 |
Interquartile range (IQR) | 4187.75 |
Descriptive statistics
Standard deviation | 2501.4746 |
---|---|
Coefficient of variation (CV) | 0.35233563 |
Kurtosis | -0.74777705 |
Mean | 7099.6923 |
Median Absolute Deviation (MAD) | 2195.5 |
Skewness | 0.18231585 |
Sum | 184592 |
Variance | 6257375 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3279 | 1 | 3.8% |
6849 | 1 | 3.8% |
12745 | 1 | 3.8% |
9248 | 1 | 3.8% |
10445 | 1 | 3.8% |
8653 | 1 | 3.8% |
9018 | 1 | 3.8% |
8302 | 1 | 3.8% |
7179 | 1 | 3.8% |
6021 | 1 | 3.8% |
Other values (16) | 16 |
Value | Count | Frequency (%) |
3279 | 1 | |
3730 | 1 | |
3789 | 1 | |
4098 | 1 | |
4295 | 1 | |
4354 | 1 | |
4748 | 1 | |
4857 | 1 | |
5620 | 1 | |
6021 | 1 |
Value | Count | Frequency (%) |
12745 | 1 | |
10445 | 1 | |
9915 | 1 | |
9404 | 1 | |
9271 | 1 | |
9248 | 1 | |
9018 | 1 | |
8798 | 1 | |
8691 | 1 | |
8653 | 1 |
총지원액(천원)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 26 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5352549.9 |
Minimum | 1036242 |
---|---|
Maximum | 9535878 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 366.0 B |
Quantile statistics
Minimum | 1036242 |
---|---|
5-th percentile | 1607079 |
Q1 | 4051333.5 |
median | 4881645.5 |
Q3 | 6770242.2 |
95-th percentile | 9362645.8 |
Maximum | 9535878 |
Range | 8499636 |
Interquartile range (IQR) | 2718908.8 |
Descriptive statistics
Standard deviation | 2518892.4 |
---|---|
Coefficient of variation (CV) | 0.47059671 |
Kurtosis | -0.765763 |
Mean | 5352549.9 |
Median Absolute Deviation (MAD) | 1476256 |
Skewness | 0.27681588 |
Sum | 1.391663 × 108 |
Variance | 6.3448187 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1036242 | 1 | 3.8% |
6155018 | 1 | 3.8% |
4309276 | 1 | 3.8% |
4137834 | 1 | 3.8% |
4780472 | 1 | 3.8% |
4861291 | 1 | 3.8% |
5532696 | 1 | 3.8% |
4902000 | 1 | 3.8% |
4500513 | 1 | 3.8% |
4022500 | 1 | 3.8% |
Other values (16) | 16 |
Value | Count | Frequency (%) |
1036242 | 1 | |
1473548 | 1 | |
2007672 | 1 | |
2655758 | 1 | |
2800880 | 1 | |
3202506 | 1 | |
4022500 | 1 | |
4137834 | 1 | |
4309276 | 1 | |
4500513 | 1 |
Value | Count | Frequency (%) |
9535878 | 1 | |
9373011 | 1 | |
9331550 | 1 | |
8917683 | 1 | |
8876087 | 1 | |
8648733 | 1 | |
6975317 | 1 | |
6155018 | 1 | |
5888969 | 1 | |
5532696 | 1 |
국비(천원)
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 12 |
---|---|
Distinct (%) | 100.0% |
Missing | 14 |
Missing (%) | 53.8% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1411213.6 |
Minimum | 840263 |
---|---|
Maximum | 1844742 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 366.0 B |
Quantile statistics
Minimum | 840263 |
---|---|
5-th percentile | 906266.3 |
Q1 | 1314307 |
median | 1452818 |
Q3 | 1611303.2 |
95-th percentile | 1743030.5 |
Maximum | 1844742 |
Range | 1004479 |
Interquartile range (IQR) | 296996.25 |
Descriptive statistics
Standard deviation | 291427.22 |
---|---|
Coefficient of variation (CV) | 0.20650823 |
Kurtosis | 0.17069696 |
Mean | 1411213.6 |
Median Absolute Deviation (MAD) | 161527.5 |
Skewness | -0.74712231 |
Sum | 16934563 |
Variance | 8.4929827 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1844742 | 1 | 3.8% |
1608261 | 1 | 3.8% |
840263 | 1 | 3.8% |
960269 | 1 | 3.8% |
1206766 | 1 | 3.8% |
1350154 | 1 | 3.8% |
1469388 | 1 | 3.8% |
1659812 | 1 | 3.8% |
1620430 | 1 | 3.8% |
1559398 | 1 | 3.8% |
Other values (2) | 2 | 7.7% |
(Missing) | 14 |
Value | Count | Frequency (%) |
840263 | 1 | |
960269 | 1 | |
1206766 | 1 | |
1350154 | 1 | |
1378832 | 1 | |
1436248 | 1 | |
1469388 | 1 | |
1559398 | 1 | |
1608261 | 1 | |
1620430 | 1 |
Value | Count | Frequency (%) |
1844742 | 1 | |
1659812 | 1 | |
1620430 | 1 | |
1608261 | 1 | |
1559398 | 1 | |
1469388 | 1 | |
1436248 | 1 | |
1378832 | 1 | |
1350154 | 1 | |
1206766 | 1 |
도비(천원)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 26 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1550207 |
Minimum | 310866 |
---|---|
Maximum | 2383970 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 366.0 B |
Quantile statistics
Minimum | 310866 |
---|---|
5-th percentile | 482089.75 |
Q1 | 1208160.5 |
median | 1592471.5 |
Q3 | 2098259.8 |
95-th percentile | 2338828 |
Maximum | 2383970 |
Range | 2073104 |
Interquartile range (IQR) | 890099.25 |
Descriptive statistics
Standard deviation | 596768.25 |
---|---|
Coefficient of variation (CV) | 0.38496037 |
Kurtosis | -0.54319948 |
Mean | 1550207 |
Median Absolute Deviation (MAD) | 441375 |
Skewness | -0.44559556 |
Sum | 40305381 |
Variance | 3.5613235 × 1011 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
310866 | 1 | 3.8% |
2152199 | 1 | 3.8% |
1436250 | 1 | 3.8% |
1378832 | 1 | 3.8% |
1609763 | 1 | 3.8% |
1620431 | 1 | 3.8% |
1936442 | 1 | 3.8% |
1716306 | 1 | 3.8% |
1575180 | 1 | 3.8% |
1407867 | 1 | 3.8% |
Other values (16) | 16 |
Value | Count | Frequency (%) |
310866 | 1 | |
442021 | 1 | |
602296 | 1 | |
796771 | 1 | |
980309 | 1 | |
1121118 | 1 | |
1181075 | 1 | |
1289417 | 1 | |
1378832 | 1 | |
1407867 | 1 |
Value | Count | Frequency (%) |
2383970 | 1 | |
2343253 | 1 | |
2325553 | 1 | |
2229420 | 1 | |
2219022 | 1 | |
2154493 | 1 | |
2152199 | 1 | |
1936442 | 1 | |
1876303 | 1 | |
1743982 | 1 |
시군비(천원)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 26 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3151013.6 |
Minimum | 725376 |
---|---|
Maximum | 7151908 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 366.0 B |
Quantile statistics
Minimum | 725376 |
---|---|
5-th percentile | 993112.75 |
Q1 | 1415094.8 |
median | 1867644.5 |
Q3 | 5027683 |
95-th percentile | 7023817.8 |
Maximum | 7151908 |
Range | 6426532 |
Interquartile range (IQR) | 3612588.2 |
Descriptive statistics
Standard deviation | 2322659 |
---|---|
Coefficient of variation (CV) | 0.73711489 |
Kurtosis | -1.0918948 |
Mean | 3151013.6 |
Median Absolute Deviation (MAD) | 791321.5 |
Skewness | 0.79947452 |
Sum | 81926354 |
Variance | 5.3947451 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
725376 | 1 | 3.8% |
2158077 | 1 | 3.8% |
1436778 | 1 | 3.8% |
1380170 | 1 | 3.8% |
1611311 | 1 | 3.8% |
1620430 | 1 | 3.8% |
1936442 | 1 | 3.8% |
1716306 | 1 | 3.8% |
1575179 | 1 | 3.8% |
1407867 | 1 | 3.8% |
Other values (16) | 16 |
Value | Count | Frequency (%) |
725376 | 1 | |
980308 | 1 | |
1031527 | 1 | |
1121119 | 1 | |
1380170 | 1 | |
1405376 | 1 | |
1407867 | 1 | |
1436778 | 1 | |
1575179 | 1 | |
1611311 | 1 |
Value | Count | Frequency (%) |
7151908 | 1 | |
7029758 | 1 | |
7005997 | 1 | |
6688263 | 1 | |
6657065 | 1 | |
6494240 | 1 | |
5231335 | 1 | |
4416727 | 1 | |
3866281 | 1 | |
3543225 | 1 |
연간지원액(천원)
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 15 |
---|---|
Distinct (%) | 75.0% |
Missing | 6 |
Missing (%) | 23.1% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 889.05 |
Minimum | 465 |
---|---|
Maximum | 1180 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 366.0 B |
Quantile statistics
Minimum | 465 |
---|---|
5-th percentile | 557.15 |
Q1 | 644 |
median | 986 |
Q3 | 1100 |
95-th percentile | 1180 |
Maximum | 1180 |
Range | 715 |
Interquartile range (IQR) | 456 |
Descriptive statistics
Standard deviation | 250.01231 |
---|---|
Coefficient of variation (CV) | 0.28121288 |
Kurtosis | -1.6625667 |
Mean | 889.05 |
Median Absolute Deviation (MAD) | 194 |
Skewness | -0.30267147 |
Sum | 17781 |
Variance | 62506.155 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1100 | 4 | |
1180 | 2 | 7.7% |
644 | 2 | 7.7% |
1169 | 1 | 3.8% |
1113 | 1 | 3.8% |
1060 | 1 | 3.8% |
1010 | 1 | 3.8% |
962 | 1 | 3.8% |
792 | 1 | 3.8% |
758 | 1 | 3.8% |
Other values (5) | 5 | |
(Missing) | 6 |
Value | Count | Frequency (%) |
465 | 1 | |
562 | 1 | |
592 | 1 | |
598 | 1 | |
644 | 2 | |
652 | 1 | |
758 | 1 | |
792 | 1 | |
962 | 1 | |
1010 | 1 |
Value | Count | Frequency (%) |
1180 | 2 | |
1169 | 1 | 3.8% |
1113 | 1 | 3.8% |
1100 | 4 | |
1060 | 1 | 3.8% |
1010 | 1 | 3.8% |
962 | 1 | 3.8% |
792 | 1 | 3.8% |
758 | 1 | 3.8% |
652 | 1 | 3.8% |
집계년도 | 인원수(명) | 총지원액(천원) | 국비(천원) | 도비(천원) | 시군비(천원) | 연간지원액(천원) | |
---|---|---|---|---|---|---|---|
집계년도 | 1.000 | 0.722 | 0.672 | 0.516 | 0.816 | 0.670 | 0.769 |
인원수(명) | 0.722 | 1.000 | 0.502 | 0.490 | 0.393 | 0.329 | 0.652 |
총지원액(천원) | 0.672 | 0.502 | 1.000 | 0.822 | 0.944 | 0.879 | 0.587 |
국비(천원) | 0.516 | 0.490 | 0.822 | 1.000 | 0.822 | 1.000 | 0.460 |
도비(천원) | 0.816 | 0.393 | 0.944 | 0.822 | 1.000 | 0.852 | 0.697 |
시군비(천원) | 0.670 | 0.329 | 0.879 | 1.000 | 0.852 | 1.000 | 0.675 |
연간지원액(천원) | 0.769 | 0.652 | 0.587 | 0.460 | 0.697 | 0.675 | 1.000 |
집계년도 | 인원수(명) | 총지원액(천원) | 국비(천원) | 도비(천원) | 시군비(천원) | 연간지원액(천원) | |
---|---|---|---|---|---|---|---|
집계년도 | 1.000 | -0.627 | -0.077 | -0.049 | -0.277 | 0.171 | 0.894 |
인원수(명) | -0.627 | 1.000 | 0.636 | 0.455 | 0.751 | 0.495 | -0.035 |
총지원액(천원) | -0.077 | 0.636 | 1.000 | 0.944 | 0.947 | 0.935 | 0.644 |
국비(천원) | -0.049 | 0.455 | 0.944 | 1.000 | 0.930 | 0.930 | -0.085 |
도비(천원) | -0.277 | 0.751 | 0.947 | 0.930 | 1.000 | 0.826 | 0.407 |
시군비(천원) | 0.171 | 0.495 | 0.935 | 0.930 | 0.826 | 1.000 | 0.768 |
연간지원액(천원) | 0.894 | -0.035 | 0.644 | -0.085 | 0.407 | 0.768 | 1.000 |
집계년도 | 인원수(명) | 총지원액(천원) | 국비(천원) | 도비(천원) | 시군비(천원) | 연간지원액(천원) | |
---|---|---|---|---|---|---|---|
0 | 2018 | 3279 | 1036242 | <NA> | 310866 | 725376 | <NA> |
1 | 2017 | 3789 | 1473548 | <NA> | 442021 | 1031527 | <NA> |
2 | 2016 | 4098 | 2007672 | <NA> | 602296 | 1405376 | <NA> |
3 | 2015 | 4354 | 2655758 | <NA> | 796771 | 1858987 | <NA> |
4 | 2014 | 4295 | 4724300 | <NA> | 1181075 | 3543225 | 1100 |
5 | 2013 | 4857 | 5155698 | <NA> | 1289417 | 3866281 | 1100 |
6 | 2012 | 5620 | 5888969 | <NA> | 1472242 | 4416727 | 1100 |
7 | 2011 | 6709 | 6975317 | <NA> | 1743982 | 5231335 | 1100 |
8 | 2010 | 8364 | 8648733 | <NA> | 2154493 | 6494240 | 1180 |
9 | 2009 | 8691 | 8917683 | <NA> | 2229420 | 6688263 | 1180 |
집계년도 | 인원수(명) | 총지원액(천원) | 국비(천원) | 도비(천원) | 시군비(천원) | 연간지원액(천원) | |
---|---|---|---|---|---|---|---|
16 | 2002 | 3730 | 2800880 | 840263 | 980309 | 980308 | 758 |
17 | 2001 | 4748 | 3202506 | 960269 | 1121118 | 1121119 | 652 |
18 | 2000 | 6021 | 4022500 | 1206766 | 1407867 | 1407867 | 598 |
19 | 1999 | 7179 | 4500513 | 1350154 | 1575180 | 1575179 | 644 |
20 | 1998 | 8302 | 4902000 | 1469388 | 1716306 | 1716306 | 644 |
21 | 1997 | 9018 | 5532696 | 1659812 | 1936442 | 1936442 | 592 |
22 | 1996 | 8653 | 4861291 | 1620430 | 1620431 | 1620430 | 562 |
23 | 1995 | 10445 | 4780472 | 1559398 | 1609763 | 1611311 | 465 |
24 | 1994 | 9248 | 4137834 | 1378832 | 1378832 | 1380170 | <NA> |
25 | 1993 | 12745 | 4309276 | 1436248 | 1436250 | 1436778 | <NA> |