Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 71 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 5.1 KiB |
Average record size in memory | 73.9 B |
Variable types
Numeric | 8 |
---|
Dataset
Description | 사립학교교직원연금공단 5차 재정재계산 결과와 관련된 데이터로 연도별 총수입, 부담금, 운용수입, 총지출, 급여, 재정수지, 기금액 등의 항목을 제공합니다.(단위 : 억 원) |
---|---|
URL | https://www.data.go.kr/data/15102552/fileData.do |
연도 is highly overall correlated with 부담금 and 5 other fields | High correlation |
총수입 is highly overall correlated with 부담금 and 2 other fields | High correlation |
부담금 is highly overall correlated with 연도 and 6 other fields | High correlation |
운용수입 is highly overall correlated with 연도 and 6 other fields | High correlation |
총지출 is highly overall correlated with 연도 and 5 other fields | High correlation |
급여 is highly overall correlated with 연도 and 5 other fields | High correlation |
재정수지 is highly overall correlated with 연도 and 5 other fields | High correlation |
기금액 is highly overall correlated with 연도 and 6 other fields | High correlation |
연도 has unique values | Unique |
총수입 has unique values | Unique |
부담금 has unique values | Unique |
총지출 has unique values | Unique |
급여 has unique values | Unique |
재정수지 has unique values | Unique |
운용수입 has 42 (59.2%) zeros | Zeros |
기금액 has 42 (59.2%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 11:44:06.835138 |
---|---|
Analysis finished | 2023-12-12 11:44:20.368285 |
Duration | 13.53 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연도
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 71 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2055 |
Minimum | 2020 |
---|---|
Maximum | 2090 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 771.0 B |
Quantile statistics
Minimum | 2020 |
---|---|
5-th percentile | 2023.5 |
Q1 | 2037.5 |
median | 2055 |
Q3 | 2072.5 |
95-th percentile | 2086.5 |
Maximum | 2090 |
Range | 70 |
Interquartile range (IQR) | 35 |
Descriptive statistics
Standard deviation | 20.639767 |
---|---|
Coefficient of variation (CV) | 0.010043682 |
Kurtosis | -1.2 |
Mean | 2055 |
Median Absolute Deviation (MAD) | 18 |
Skewness | 0 |
Sum | 145905 |
Variance | 426 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
2020 | 1 | 1.4% |
2021 | 1 | 1.4% |
2072 | 1 | 1.4% |
2071 | 1 | 1.4% |
2070 | 1 | 1.4% |
2069 | 1 | 1.4% |
2068 | 1 | 1.4% |
2067 | 1 | 1.4% |
2066 | 1 | 1.4% |
2065 | 1 | 1.4% |
Other values (61) | 61 |
Value | Count | Frequency (%) |
2020 | 1 | |
2021 | 1 | |
2022 | 1 | |
2023 | 1 | |
2024 | 1 | |
2025 | 1 | |
2026 | 1 | |
2027 | 1 | |
2028 | 1 | |
2029 | 1 |
Value | Count | Frequency (%) |
2090 | 1 | |
2089 | 1 | |
2088 | 1 | |
2087 | 1 | |
2086 | 1 | |
2085 | 1 | |
2084 | 1 | |
2083 | 1 | |
2082 | 1 | |
2081 | 1 |
총수입
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 71 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 62119.775 |
Minimum | 42827 |
---|---|
Maximum | 67465 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 771.0 B |
Quantile statistics
Minimum | 42827 |
---|---|
5-th percentile | 48526 |
Q1 | 60814 |
median | 64024 |
Q3 | 66246 |
95-th percentile | 67405 |
Maximum | 67465 |
Range | 24638 |
Interquartile range (IQR) | 5432 |
Descriptive statistics
Standard deviation | 5820.9958 |
---|---|
Coefficient of variation (CV) | 0.093706004 |
Kurtosis | 2.6430605 |
Mean | 62119.775 |
Median Absolute Deviation (MAD) | 2558 |
Skewness | -1.7464311 |
Sum | 4410504 |
Variance | 33883992 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
42827 | 1 | 1.4% |
44389 | 1 | 1.4% |
65893 | 1 | 1.4% |
66217 | 1 | 1.4% |
66504 | 1 | 1.4% |
66760 | 1 | 1.4% |
66990 | 1 | 1.4% |
67158 | 1 | 1.4% |
67284 | 1 | 1.4% |
67373 | 1 | 1.4% |
Other values (61) | 61 |
Value | Count | Frequency (%) |
42827 | 1 | |
44389 | 1 | |
45956 | 1 | |
47796 | 1 | |
49256 | 1 | |
50575 | 1 | |
51929 | 1 | |
53234 | 1 | |
55263 | 1 | |
56495 | 1 |
Value | Count | Frequency (%) |
67465 | 1 | |
67456 | 1 | |
67437 | 1 | |
67436 | 1 | |
67374 | 1 | |
67373 | 1 | |
67284 | 1 | |
67282 | 1 | |
67158 | 1 | |
67152 | 1 |
부담금
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 71 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 59043.127 |
Minimum | 35592 |
---|---|
Maximum | 67465 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 771.0 B |
Quantile statistics
Minimum | 35592 |
---|---|
5-th percentile | 38967 |
Q1 | 55263.5 |
median | 62130 |
Q3 | 66246 |
95-th percentile | 67405 |
Maximum | 67465 |
Range | 31873 |
Interquartile range (IQR) | 10982.5 |
Descriptive statistics
Standard deviation | 9142.8462 |
---|---|
Coefficient of variation (CV) | 0.15485031 |
Kurtosis | 0.40197433 |
Mean | 59043.127 |
Median Absolute Deviation (MAD) | 4452 |
Skewness | -1.227509 |
Sum | 4192062 |
Variance | 83591637 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
35592 | 1 | 1.4% |
36496 | 1 | 1.4% |
65893 | 1 | 1.4% |
66217 | 1 | 1.4% |
66504 | 1 | 1.4% |
66760 | 1 | 1.4% |
66990 | 1 | 1.4% |
67158 | 1 | 1.4% |
67284 | 1 | 1.4% |
67373 | 1 | 1.4% |
Other values (61) | 61 |
Value | Count | Frequency (%) |
35592 | 1 | |
36496 | 1 | |
37335 | 1 | |
38427 | 1 | |
39507 | 1 | |
40592 | 1 | |
41760 | 1 | |
43023 | 1 | |
44888 | 1 | |
46144 | 1 |
Value | Count | Frequency (%) |
67465 | 1 | |
67456 | 1 | |
67437 | 1 | |
67436 | 1 | |
67374 | 1 | |
67373 | 1 | |
67284 | 1 | |
67282 | 1 | |
67158 | 1 | |
67152 | 1 |
운용수입
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 30 |
---|---|
Distinct (%) | 42.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3076.7465 |
Minimum | 0 |
---|---|
Maximum | 10375 |
Zeros | 42 |
Zeros (%) | 59.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 771.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 7457 |
95-th percentile | 10219 |
Maximum | 10375 |
Range | 10375 |
Interquartile range (IQR) | 7457 |
Descriptive statistics
Standard deviation | 4174.4739 |
---|---|
Coefficient of variation (CV) | 1.3567819 |
Kurtosis | -1.1937954 |
Mean | 3076.7465 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 0.79485776 |
Sum | 218449 |
Variance | 17426233 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 42 | |
7235 | 1 | 1.4% |
8785 | 1 | 1.4% |
493 | 1 | 1.4% |
1414 | 1 | 1.4% |
2266 | 1 | 1.4% |
3098 | 1 | 1.4% |
3853 | 1 | 1.4% |
4577 | 1 | 1.4% |
5275 | 1 | 1.4% |
Other values (20) | 20 |
Value | Count | Frequency (%) |
0 | 42 | |
493 | 1 | 1.4% |
1414 | 1 | 1.4% |
2266 | 1 | 1.4% |
3098 | 1 | 1.4% |
3853 | 1 | 1.4% |
4577 | 1 | 1.4% |
5275 | 1 | 1.4% |
5962 | 1 | 1.4% |
6583 | 1 | 1.4% |
Value | Count | Frequency (%) |
10375 | 1 | |
10352 | 1 | |
10330 | 1 | |
10227 | 1 | |
10211 | 1 | |
10168 | 1 | |
10099 | 1 | |
9983 | 1 | |
9815 | 1 | |
9750 | 1 |
총지출
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 71 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 108035.73 |
Minimum | 32997 |
---|---|
Maximum | 177768 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 771.0 B |
Quantile statistics
Minimum | 32997 |
---|---|
5-th percentile | 42691.5 |
Q1 | 73318.5 |
median | 105040 |
Q3 | 145022.5 |
95-th percentile | 174041 |
Maximum | 177768 |
Range | 144771 |
Interquartile range (IQR) | 71704 |
Descriptive statistics
Standard deviation | 42768.73 |
---|---|
Coefficient of variation (CV) | 0.39587578 |
Kurtosis | -1.165437 |
Mean | 108035.73 |
Median Absolute Deviation (MAD) | 36140 |
Skewness | 0.05348713 |
Sum | 7670537 |
Variance | 1.8291643 × 109 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
32997 | 1 | 1.4% |
35766 | 1 | 1.4% |
143750 | 1 | 1.4% |
141180 | 1 | 1.4% |
138629 | 1 | 1.4% |
136088 | 1 | 1.4% |
133578 | 1 | 1.4% |
131110 | 1 | 1.4% |
128711 | 1 | 1.4% |
126315 | 1 | 1.4% |
Other values (61) | 61 |
Value | Count | Frequency (%) |
32997 | 1 | |
35766 | 1 | |
38457 | 1 | |
41284 | 1 | |
44099 | 1 | |
46925 | 1 | |
49294 | 1 | |
51811 | 1 | |
54284 | 1 | |
56520 | 1 |
Value | Count | Frequency (%) |
177768 | 1 | |
176877 | 1 | |
175848 | 1 | |
174680 | 1 | |
173402 | 1 | |
171984 | 1 | |
170415 | 1 | |
168686 | 1 | |
166840 | 1 | |
164909 | 1 |
급여
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 71 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 107465 |
Minimum | 32733 |
---|---|
Maximum | 176715 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 771.0 B |
Quantile statistics
Minimum | 32733 |
---|---|
5-th percentile | 42410 |
Q1 | 72946.5 |
median | 104514 |
Q3 | 144278 |
95-th percentile | 173059 |
Maximum | 176715 |
Range | 143982 |
Interquartile range (IQR) | 71331.5 |
Descriptive statistics
Standard deviation | 42542.26 |
---|---|
Coefficient of variation (CV) | 0.39587084 |
Kurtosis | -1.1654255 |
Mean | 107465 |
Median Absolute Deviation (MAD) | 35944 |
Skewness | 0.051151073 |
Sum | 7630015 |
Variance | 1.8098438 × 109 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
32733 | 1 | 1.4% |
35497 | 1 | 1.4% |
143013 | 1 | 1.4% |
140458 | 1 | 1.4% |
137921 | 1 | 1.4% |
135394 | 1 | 1.4% |
132897 | 1 | 1.4% |
130443 | 1 | 1.4% |
128056 | 1 | 1.4% |
125673 | 1 | 1.4% |
Other values (61) | 61 |
Value | Count | Frequency (%) |
32733 | 1 | |
35497 | 1 | |
38183 | 1 | |
41005 | 1 | |
43815 | 1 | |
46635 | 1 | |
48998 | 1 | |
51508 | 1 | |
53976 | 1 | |
56205 | 1 |
Value | Count | Frequency (%) |
176715 | 1 | |
175845 | 1 | |
174837 | 1 | |
173688 | 1 | |
172430 | 1 | |
171031 | 1 | |
169480 | 1 | |
167770 | 1 | |
165942 | 1 | |
164028 | 1 |
재정수지
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 71 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | -45915.887 |
Minimum | -118728 |
---|---|
Maximum | 9830 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 62 |
Negative (%) | 87.3% |
Memory size | 771.0 B |
Quantile statistics
Minimum | -118728 |
---|---|
5-th percentile | -113612.5 |
Q1 | -79303 |
median | -38653 |
Q3 | -10083 |
95-th percentile | 5835 |
Maximum | 9830 |
Range | 128558 |
Interquartile range (IQR) | 69220 |
Descriptive statistics
Standard deviation | 40059.645 |
---|---|
Coefficient of variation (CV) | -0.87245716 |
Kurtosis | -1.1604759 |
Mean | -45915.887 |
Median Absolute Deviation (MAD) | 33373 |
Skewness | -0.36703873 |
Sum | -3260028 |
Variance | 1.6047751 × 109 |
Monotonicity | Strictly decreasing |
Value | Count | Frequency (%) |
9830 | 1 | 1.4% |
8623 | 1 | 1.4% |
-77857 | 1 | 1.4% |
-74963 | 1 | 1.4% |
-72125 | 1 | 1.4% |
-69328 | 1 | 1.4% |
-66587 | 1 | 1.4% |
-63952 | 1 | 1.4% |
-61426 | 1 | 1.4% |
-58941 | 1 | 1.4% |
Other values (61) | 61 |
Value | Count | Frequency (%) |
-118728 | 1 | |
-117448 | 1 | |
-116023 | 1 | |
-114453 | 1 | |
-112772 | 1 | |
-110986 | 1 | |
-109045 | 1 | |
-106941 | 1 | |
-104724 | 1 | |
-102426 | 1 |
Value | Count | Frequency (%) |
9830 | 1 | |
8623 | 1 | |
7500 | 1 | |
6513 | 1 | |
5157 | 1 | |
3650 | 1 | |
2634 | 1 | |
1424 | 1 | |
979 | 1 | |
-24 | 1 |
기금액
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 30 |
---|---|
Distinct (%) | 42.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 78043.535 |
Minimum | 0 |
---|---|
Maximum | 251248 |
Zeros | 42 |
Zeros (%) | 59.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 771.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 206815.5 |
95-th percentile | 249519 |
Maximum | 251248 |
Range | 251248 |
Interquartile range (IQR) | 206815.5 |
Descriptive statistics
Standard deviation | 105375.95 |
---|---|
Coefficient of variation (CV) | 1.3502201 |
Kurtosis | -1.331102 |
Mean | 78043.535 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 0.74390345 |
Sum | 5541091 |
Variance | 1.1104091 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 42 | |
214769 | 1 | 1.4% |
221554 | 1 | 1.4% |
516 | 1 | 1.4% |
29305 | 1 | 1.4% |
56011 | 1 | 1.4% |
80598 | 1 | 1.4% |
103107 | 1 | 1.4% |
123717 | 1 | 1.4% |
142556 | 1 | 1.4% |
Other values (20) | 20 |
Value | Count | Frequency (%) |
0 | 42 | |
516 | 1 | 1.4% |
29305 | 1 | 1.4% |
56011 | 1 | 1.4% |
80598 | 1 | 1.4% |
103107 | 1 | 1.4% |
123717 | 1 | 1.4% |
142556 | 1 | 1.4% |
159756 | 1 | 1.4% |
175210 | 1 | 1.4% |
Value | Count | Frequency (%) |
251248 | 1 | |
251224 | 1 | |
250269 | 1 | |
250192 | 1 | |
248846 | 1 | |
248084 | 1 | |
246212 | 1 | |
244999 | 1 | |
242562 | 1 | |
241018 | 1 |
연도 | 총수입 | 부담금 | 운용수입 | 총지출 | 급여 | 재정수지 | 기금액 | |
---|---|---|---|---|---|---|---|---|
연도 | 1.000 | 0.872 | 0.939 | 0.842 | 0.984 | 0.984 | 0.988 | 0.844 |
총수입 | 0.872 | 1.000 | 0.943 | 0.688 | 0.892 | 0.892 | 0.777 | 0.435 |
부담금 | 0.939 | 0.943 | 1.000 | 0.885 | 0.916 | 0.916 | 0.879 | 0.794 |
운용수입 | 0.842 | 0.688 | 0.885 | 1.000 | 0.815 | 0.815 | 0.779 | 0.985 |
총지출 | 0.984 | 0.892 | 0.916 | 0.815 | 1.000 | 1.000 | 0.988 | 0.823 |
급여 | 0.984 | 0.892 | 0.916 | 0.815 | 1.000 | 1.000 | 0.988 | 0.823 |
재정수지 | 0.988 | 0.777 | 0.879 | 0.779 | 0.988 | 0.988 | 1.000 | 0.809 |
기금액 | 0.844 | 0.435 | 0.794 | 0.985 | 0.823 | 0.823 | 0.809 | 1.000 |
연도 | 총수입 | 부담금 | 운용수입 | 총지출 | 급여 | 재정수지 | 기금액 | |
---|---|---|---|---|---|---|---|---|
연도 | 1.000 | 0.359 | 0.587 | -0.869 | 1.000 | 1.000 | -1.000 | -0.874 |
총수입 | 0.359 | 1.000 | 0.938 | -0.645 | 0.359 | 0.359 | -0.359 | -0.653 |
부담금 | 0.587 | 0.938 | 1.000 | -0.830 | 0.587 | 0.587 | -0.587 | -0.835 |
운용수입 | -0.869 | -0.645 | -0.830 | 1.000 | -0.869 | -0.869 | 0.869 | 0.999 |
총지출 | 1.000 | 0.359 | 0.587 | -0.869 | 1.000 | 1.000 | -1.000 | -0.874 |
급여 | 1.000 | 0.359 | 0.587 | -0.869 | 1.000 | 1.000 | -1.000 | -0.874 |
재정수지 | -1.000 | -0.359 | -0.587 | 0.869 | -1.000 | -1.000 | 1.000 | 0.874 |
기금액 | -0.874 | -0.653 | -0.835 | 0.999 | -0.874 | -0.874 | 0.874 | 1.000 |
연도 | 총수입 | 부담금 | 운용수입 | 총지출 | 급여 | 재정수지 | 기금액 | |
---|---|---|---|---|---|---|---|---|
0 | 2020 | 42827 | 35592 | 7235 | 32997 | 32733 | 9830 | 214769 |
1 | 2021 | 44389 | 36496 | 7893 | 35766 | 35497 | 8623 | 223393 |
2 | 2022 | 45956 | 37335 | 8621 | 38457 | 38183 | 7500 | 230892 |
3 | 2023 | 47796 | 38427 | 9369 | 41284 | 41005 | 6513 | 237405 |
4 | 2024 | 49256 | 39507 | 9750 | 44099 | 43815 | 5157 | 242562 |
5 | 2025 | 50575 | 40592 | 9983 | 46925 | 46635 | 3650 | 246212 |
6 | 2026 | 51929 | 41760 | 10168 | 49294 | 48998 | 2634 | 248846 |
7 | 2027 | 53234 | 43023 | 10211 | 51811 | 51508 | 1424 | 250269 |
8 | 2028 | 55263 | 44888 | 10375 | 54284 | 53976 | 979 | 251248 |
9 | 2029 | 56495 | 46144 | 10352 | 56520 | 56205 | -24 | 251224 |
연도 | 총수입 | 부담금 | 운용수입 | 총지출 | 급여 | 재정수지 | 기금액 | |
---|---|---|---|---|---|---|---|---|
61 | 2081 | 62483 | 62483 | 0 | 164909 | 164028 | -102426 | 0 |
62 | 2082 | 62116 | 62116 | 0 | 166840 | 165942 | -104724 | 0 |
63 | 2083 | 61746 | 61746 | 0 | 168686 | 167770 | -106941 | 0 |
64 | 2084 | 61370 | 61370 | 0 | 170415 | 169480 | -109045 | 0 |
65 | 2085 | 60998 | 60998 | 0 | 171984 | 171031 | -110986 | 0 |
66 | 2086 | 60630 | 60630 | 0 | 173402 | 172430 | -112772 | 0 |
67 | 2087 | 60227 | 60227 | 0 | 174680 | 173688 | -114453 | 0 |
68 | 2088 | 59825 | 59825 | 0 | 175848 | 174837 | -116023 | 0 |
69 | 2089 | 59429 | 59429 | 0 | 176877 | 175845 | -117448 | 0 |
70 | 2090 | 59040 | 59040 | 0 | 177768 | 176715 | -118728 | 0 |