Dataset statistics
Number of variables | 4 |
---|---|
Number of observations | 164 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 5.7 KiB |
Average record size in memory | 35.8 B |
Variable types
Numeric | 3 |
---|---|
Categorical | 1 |
Dataset
Description | 사립학교교직원연금공단 대여 현황과 관련된 데이터로 연도, 대여종류별(학자금대여, 의료대여, 주택대여, 가계자금대여) 건수, 금액정보 등의 항목을 제공합니다. |
---|---|
URL | https://www.data.go.kr/data/15045823/fileData.do |
Reproduction
Analysis started | 2023-12-12 17:19:33.585939 |
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Analysis finished | 2023-12-12 17:19:35.197140 |
Duration | 1.61 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
기준연도
Real number (ℝ)
Distinct | 41 |
---|---|
Distinct (%) | 25.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2002 |
Minimum | 1982 |
---|---|
Maximum | 2022 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.6 KiB |
Quantile statistics
Minimum | 1982 |
---|---|
5-th percentile | 1984 |
Q1 | 1992 |
median | 2002 |
Q3 | 2012 |
95-th percentile | 2020 |
Maximum | 2022 |
Range | 40 |
Interquartile range (IQR) | 20 |
Descriptive statistics
Standard deviation | 11.868399 |
---|---|
Coefficient of variation (CV) | 0.0059282712 |
Kurtosis | -1.2013811 |
Mean | 2002 |
Median Absolute Deviation (MAD) | 10 |
Skewness | 0 |
Sum | 328328 |
Variance | 140.8589 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
1982 | 4 | 2.4% |
2013 | 4 | 2.4% |
2005 | 4 | 2.4% |
2006 | 4 | 2.4% |
2007 | 4 | 2.4% |
2008 | 4 | 2.4% |
2009 | 4 | 2.4% |
2010 | 4 | 2.4% |
2011 | 4 | 2.4% |
2012 | 4 | 2.4% |
Other values (31) | 124 |
Value | Count | Frequency (%) |
1982 | 4 | |
1983 | 4 | |
1984 | 4 | |
1985 | 4 | |
1986 | 4 | |
1987 | 4 | |
1988 | 4 | |
1989 | 4 | |
1990 | 4 | |
1991 | 4 |
Value | Count | Frequency (%) |
2022 | 4 | |
2021 | 4 | |
2020 | 4 | |
2019 | 4 | |
2018 | 4 | |
2017 | 4 | |
2016 | 4 | |
2015 | 4 | |
2014 | 4 | |
2013 | 4 |
대여종류
Categorical
HIGH CORRELATION
 
Distinct | 4 |
---|---|
Distinct (%) | 2.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.4 KiB |
학자금대여 | |
---|---|
의료대여 | |
주택대여 | |
가계자금대여 |
Length
Max length | 6 |
---|---|
Median length | 5.5 |
Mean length | 4.75 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 학자금대여 |
---|---|
2nd row | 의료대여 |
3rd row | 주택대여 |
4th row | 가계자금대여 |
5th row | 학자금대여 |
Common Values
Value | Count | Frequency (%) |
학자금대여 | 41 | |
의료대여 | 41 | |
주택대여 | 41 | |
가계자금대여 | 41 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
학자금대여 | 41 | |
의료대여 | 41 | |
주택대여 | 41 | |
가계자금대여 | 41 |
건수(건)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 109 |
---|---|
Distinct (%) | 66.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 16284.86 |
Minimum | 0 |
---|---|
Maximum | 73357 |
Zeros | 55 |
Zeros (%) | 33.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.6 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 3371.5 |
Q3 | 24905 |
95-th percentile | 68443.9 |
Maximum | 73357 |
Range | 73357 |
Interquartile range (IQR) | 24905 |
Descriptive statistics
Standard deviation | 21019.186 |
---|---|
Coefficient of variation (CV) | 1.2907195 |
Kurtosis | 0.96518749 |
Mean | 16284.86 |
Median Absolute Deviation (MAD) | 3371.5 |
Skewness | 1.3489288 |
Sum | 2670717 |
Variance | 4.4180617 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 55 | |
1265 | 2 | 1.2% |
14738 | 1 | 0.6% |
38793 | 1 | 0.6% |
36432 | 1 | 0.6% |
58111 | 1 | 0.6% |
35333 | 1 | 0.6% |
49897 | 1 | 0.6% |
32685 | 1 | 0.6% |
51959 | 1 | 0.6% |
Other values (99) | 99 |
Value | Count | Frequency (%) |
0 | 55 | |
72 | 1 | 0.6% |
140 | 1 | 0.6% |
283 | 1 | 0.6% |
305 | 1 | 0.6% |
472 | 1 | 0.6% |
474 | 1 | 0.6% |
559 | 1 | 0.6% |
572 | 1 | 0.6% |
709 | 1 | 0.6% |
Value | Count | Frequency (%) |
73357 | 1 | |
72933 | 1 | |
72321 | 1 | |
72048 | 1 | |
71877 | 1 | |
69891 | 1 | |
69789 | 1 | |
68536 | 1 | |
68482 | 1 | |
68228 | 1 |
금액(천원)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 110 |
---|---|
Distinct (%) | 67.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.7654565 × 108 |
Minimum | 0 |
---|---|
Maximum | 1.4683967 × 109 |
Zeros | 55 |
Zeros (%) | 33.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.6 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 8172360 |
Q3 | 78585920 |
95-th percentile | 1.1872402 × 109 |
Maximum | 1.4683967 × 109 |
Range | 1.4683967 × 109 |
Interquartile range (IQR) | 78585920 |
Descriptive statistics
Standard deviation | 3.841511 × 108 |
---|---|
Coefficient of variation (CV) | 2.1759308 |
Kurtosis | 4.075588 |
Mean | 1.7654565 × 108 |
Median Absolute Deviation (MAD) | 8172360 |
Skewness | 2.3542074 |
Sum | 2.8953486 × 1010 |
Variance | 1.4757207 × 1017 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 55 | |
4131150 | 1 | 0.6% |
71012020 | 1 | 0.6% |
1343205024 | 1 | 0.6% |
123375740 | 1 | 0.6% |
1182003600 | 1 | 0.6% |
105041020 | 1 | 0.6% |
1188146590 | 1 | 0.6% |
90140215 | 1 | 0.6% |
1018383700 | 1 | 0.6% |
Other values (100) | 100 |
Value | Count | Frequency (%) |
0 | 55 | |
245300 | 1 | 0.6% |
279900 | 1 | 0.6% |
539200 | 1 | 0.6% |
695900 | 1 | 0.6% |
895400 | 1 | 0.6% |
900800 | 1 | 0.6% |
1017000 | 1 | 0.6% |
1095800 | 1 | 0.6% |
1186200 | 1 | 0.6% |
Value | Count | Frequency (%) |
1468396700 | 1 | |
1447784500 | 1 | |
1402876926 | 1 | |
1399959600 | 1 | |
1343205024 | 1 | |
1342947000 | 1 | |
1340732446 | 1 | |
1328056200 | 1 | |
1188146590 | 1 | |
1182103700 | 1 |
기준연도 | 대여종류 | 건수(건) | 금액(천원) | |
---|---|---|---|---|
기준연도 | 1.000 | 0.000 | 0.557 | 0.488 |
대여종류 | 0.000 | 1.000 | 0.793 | 0.581 |
건수(건) | 0.557 | 0.793 | 1.000 | 0.873 |
금액(천원) | 0.488 | 0.581 | 0.873 | 1.000 |
기준연도 | 건수(건) | 금액(천원) | 대여종류 | |
---|---|---|---|---|
기준연도 | 1.000 | 0.045 | 0.056 | 0.000 |
건수(건) | 0.045 | 1.000 | 0.968 | 0.603 |
금액(천원) | 0.056 | 0.968 | 1.000 | 0.380 |
대여종류 | 0.000 | 0.603 | 0.380 | 1.000 |
기준연도 | 대여종류 | 건수(건) | 금액(천원) | |
---|---|---|---|---|
0 | 1982 | 학자금대여 | 14738 | 4131150 |
1 | 1982 | 의료대여 | 283 | 245300 |
2 | 1982 | 주택대여 | 559 | 1649700 |
3 | 1982 | 가계자금대여 | 0 | 0 |
4 | 1983 | 학자금대여 | 14703 | 4073390 |
5 | 1983 | 의료대여 | 474 | 539200 |
6 | 1983 | 주택대여 | 1035 | 3244800 |
7 | 1983 | 가계자금대여 | 0 | 0 |
8 | 1984 | 학자금대여 | 13628 | 4074910 |
9 | 1984 | 의료대여 | 572 | 695900 |
기준연도 | 대여종류 | 건수(건) | 금액(천원) | |
---|---|---|---|---|
154 | 2020 | 주택대여 | 0 | 0 |
155 | 2020 | 가계자금대여 | 73357 | 1109648200 |
156 | 2021 | 학자금대여 | 17868 | 53100840 |
157 | 2021 | 의료대여 | 0 | 0 |
158 | 2021 | 주택대여 | 0 | 0 |
159 | 2021 | 가계자금대여 | 72933 | 1103416400 |
160 | 2022 | 학자금대여 | 13970 | 51224600 |
161 | 2022 | 의료대여 | 0 | 0 |
162 | 2022 | 주택대여 | 0 | 0 |
163 | 2022 | 가계자금대여 | 69789 | 834495000 |