Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 71 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 3.2 KiB |
Average record size in memory | 46.9 B |
Variable types
Numeric | 5 |
---|
Dataset
Description | 사립학교교직원연금공단 가입자 수 예측치와 관련된 데이터로 연도별 가입자 수, 퇴직연금 수급자, 유족연금 수급자, 연계연금 수급자 등의 항목을 제공합니다. |
---|---|
URL | https://www.data.go.kr/data/15102551/fileData.do |
연도 is highly overall correlated with 가입자 수 and 2 other fields | High correlation |
가입자 수 is highly overall correlated with 연도 and 2 other fields | High correlation |
퇴직연금 수급자 is highly overall correlated with 연도 and 2 other fields | High correlation |
연계연금 수급자 is highly overall correlated with 연도 and 2 other fields | High correlation |
연도 has unique values | Unique |
가입자 수 has unique values | Unique |
퇴직연금 수급자 has unique values | Unique |
유족연금 수급자 has unique values | Unique |
연계연금 수급자 has unique values | Unique |
Reproduction
Analysis started | 2023-12-12 23:30:03.155234 |
---|---|
Analysis finished | 2023-12-12 23:30:05.976839 |
Duration | 2.82 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 |
가입자 수
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 71 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 241429.61 |
Minimum | 131691 |
---|---|
Maximum | 324687 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 771.0 B |
Quantile statistics
Minimum | 131691 |
---|---|
5-th percentile | 141454.5 |
Q1 | 185226 |
median | 255975 |
Q3 | 294589 |
95-th percentile | 316750 |
Maximum | 324687 |
Range | 192996 |
Interquartile range (IQR) | 109363 |
Descriptive statistics
Standard deviation | 61393.657 |
---|---|
Coefficient of variation (CV) | 0.25429216 |
Kurtosis | -1.3114488 |
Mean | 241429.61 |
Median Absolute Deviation (MAD) | 52732 |
Skewness | -0.34513958 |
Sum | 17141502 |
Variance | 3.7691811 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
324687 | 1 | 1.4% |
322388 | 1 | 1.4% |
187110 | 1 | 1.4% |
191009 | 1 | 1.4% |
194945 | 1 | 1.4% |
198995 | 1 | 1.4% |
203140 | 1 | 1.4% |
207279 | 1 | 1.4% |
211422 | 1 | 1.4% |
215478 | 1 | 1.4% |
Other values (61) | 61 |
Value | Count | Frequency (%) |
131691 | 1 | |
134448 | 1 | |
137237 | 1 | |
140049 | 1 | |
142860 | 1 | |
145656 | 1 | |
148476 | 1 | |
151353 | 1 | |
154243 | 1 | |
157166 | 1 |
Value | Count | Frequency (%) |
324687 | 1 | |
322388 | 1 | |
319602 | 1 | |
317931 | 1 | |
315569 | 1 | |
313679 | 1 | |
312927 | 1 | |
312448 | 1 | |
312370 | 1 | |
311936 | 1 |
퇴직연금 수급자
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 71 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 191009.68 |
Minimum | 80297 |
---|---|
Maximum | 231271 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 771.0 B |
Quantile statistics
Minimum | 80297 |
---|---|
5-th percentile | 102446 |
Q1 | 163100 |
median | 208119 |
Q3 | 226650 |
95-th percentile | 231057.5 |
Maximum | 231271 |
Range | 150974 |
Interquartile range (IQR) | 63550 |
Descriptive statistics
Standard deviation | 43583.023 |
---|---|
Coefficient of variation (CV) | 0.22817181 |
Kurtosis | -0.127523 |
Mean | 191009.68 |
Median Absolute Deviation (MAD) | 21676 |
Skewness | -1.0244324 |
Sum | 13561687 |
Variance | 1.8994799 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
80297 | 1 | 1.4% |
86761 | 1 | 1.4% |
230795 | 1 | 1.4% |
230342 | 1 | 1.4% |
229795 | 1 | 1.4% |
229077 | 1 | 1.4% |
228250 | 1 | 1.4% |
227342 | 1 | 1.4% |
226371 | 1 | 1.4% |
225232 | 1 | 1.4% |
Other values (61) | 61 |
Value | Count | Frequency (%) |
80297 | 1 | |
86761 | 1 | |
92961 | 1 | |
99428 | 1 | |
105464 | 1 | |
111287 | 1 | |
116764 | 1 | |
121811 | 1 | |
126453 | 1 | |
131124 | 1 |
Value | Count | Frequency (%) |
231271 | 1 | |
231229 | 1 | |
231208 | 1 | |
231079 | 1 | |
231036 | 1 | |
230831 | 1 | |
230795 | 1 | |
230396 | 1 | |
230342 | 1 | |
229932 | 1 |
유족연금 수급자
Real number (ℝ)
UNIQUE
 
Distinct | 71 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 17385.873 |
Minimum | 8484 |
---|---|
Maximum | 25188 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 771.0 B |
Quantile statistics
Minimum | 8484 |
---|---|
5-th percentile | 9242.5 |
Q1 | 13901 |
median | 16964 |
Q3 | 21698.5 |
95-th percentile | 24954 |
Maximum | 25188 |
Range | 16704 |
Interquartile range (IQR) | 7797.5 |
Descriptive statistics
Standard deviation | 4980.2799 |
---|---|
Coefficient of variation (CV) | 0.28645555 |
Kurtosis | -1.0739112 |
Mean | 17385.873 |
Median Absolute Deviation (MAD) | 3671 |
Skewness | -0.024172005 |
Sum | 1234397 |
Variance | 24803188 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
8484 | 1 | 1.4% |
8671 | 1 | 1.4% |
18505 | 1 | 1.4% |
18959 | 1 | 1.4% |
19429 | 1 | 1.4% |
19918 | 1 | 1.4% |
20422 | 1 | 1.4% |
20941 | 1 | 1.4% |
21475 | 1 | 1.4% |
22030 | 1 | 1.4% |
Other values (61) | 61 |
Value | Count | Frequency (%) |
8484 | 1 | |
8671 | 1 | |
8880 | 1 | |
9113 | 1 | |
9372 | 1 | |
9659 | 1 | |
9978 | 1 | |
10326 | 1 | |
10704 | 1 | |
11112 | 1 |
Value | Count | Frequency (%) |
25188 | 1 | |
25153 | 1 | |
25115 | 1 | |
24998 | 1 | |
24910 | 1 | |
24753 | 1 | |
24596 | 1 | |
24438 | 1 | |
24182 | 1 | |
24055 | 1 |
연계연금 수급자
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 71 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 23848.451 |
Minimum | 1200 |
---|---|
Maximum | 82042 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 771.0 B |
Quantile statistics
Minimum | 1200 |
---|---|
5-th percentile | 1523 |
Q1 | 2494.5 |
median | 6807 |
Q3 | 44800 |
95-th percentile | 77604.5 |
Maximum | 82042 |
Range | 80842 |
Interquartile range (IQR) | 42305.5 |
Descriptive statistics
Standard deviation | 27530.948 |
---|---|
Coefficient of variation (CV) | 1.1544124 |
Kurtosis | -0.6594875 |
Mean | 23848.451 |
Median Absolute Deviation (MAD) | 5252 |
Skewness | 0.94982862 |
Sum | 1693240 |
Variance | 7.5795309 × 108 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1200 | 1 | 1.4% |
1387 | 1 | 1.4% |
43376 | 1 | 1.4% |
40502 | 1 | 1.4% |
37611 | 1 | 1.4% |
34720 | 1 | 1.4% |
31890 | 1 | 1.4% |
29140 | 1 | 1.4% |
26486 | 1 | 1.4% |
23937 | 1 | 1.4% |
Other values (61) | 61 |
Value | Count | Frequency (%) |
1200 | 1 | |
1387 | 1 | |
1473 | 1 | |
1491 | 1 | |
1555 | 1 | |
1632 | 1 | |
1708 | 1 | |
1766 | 1 | |
1778 | 1 | |
1843 | 1 |
Value | Count | Frequency (%) |
82042 | 1 | |
81008 | 1 | |
79796 | 1 | |
78396 | 1 | |
76813 | 1 | |
75072 | 1 | |
73173 | 1 | |
71132 | 1 | |
68962 | 1 | |
66698 | 1 |
연도 | 가입자 수 | 퇴직연금 수급자 | 유족연금 수급자 | 연계연금 수급자 | |
---|---|---|---|---|---|
연도 | 1.000 | 0.986 | 0.945 | 0.956 | 0.946 |
가입자 수 | 0.986 | 1.000 | 0.894 | 0.946 | 0.968 |
퇴직연금 수급자 | 0.945 | 0.894 | 1.000 | 0.913 | 0.000 |
유족연금 수급자 | 0.956 | 0.946 | 0.913 | 1.000 | 0.914 |
연계연금 수급자 | 0.946 | 0.968 | 0.000 | 0.914 | 1.000 |
연도 | 가입자 수 | 퇴직연금 수급자 | 유족연금 수급자 | 연계연금 수급자 | |
---|---|---|---|---|---|
연도 | 1.000 | -1.000 | 0.917 | 0.306 | 1.000 |
가입자 수 | -1.000 | 1.000 | -0.917 | -0.306 | -1.000 |
퇴직연금 수급자 | 0.917 | -0.917 | 1.000 | 0.434 | 0.917 |
유족연금 수급자 | 0.306 | -0.306 | 0.434 | 1.000 | 0.306 |
연계연금 수급자 | 1.000 | -1.000 | 0.917 | 0.306 | 1.000 |
연도 | 가입자 수 | 퇴직연금 수급자 | 유족연금 수급자 | 연계연금 수급자 | |
---|---|---|---|---|---|
0 | 2020 | 324687 | 80297 | 8484 | 1200 |
1 | 2021 | 322388 | 86761 | 8671 | 1387 |
2 | 2022 | 319602 | 92961 | 8880 | 1473 |
3 | 2023 | 317931 | 99428 | 9113 | 1491 |
4 | 2024 | 315569 | 105464 | 9372 | 1555 |
5 | 2025 | 313679 | 111287 | 9659 | 1632 |
6 | 2026 | 312448 | 116764 | 9978 | 1708 |
7 | 2027 | 312370 | 121811 | 10326 | 1766 |
8 | 2028 | 312927 | 126453 | 10704 | 1778 |
9 | 2029 | 311936 | 131124 | 11112 | 1843 |
연도 | 가입자 수 | 퇴직연금 수급자 | 유족연금 수급자 | 연계연금 수급자 | |
---|---|---|---|---|---|
61 | 2081 | 157166 | 229375 | 15274 | 66698 |
62 | 2082 | 154243 | 228683 | 15017 | 68962 |
63 | 2083 | 151353 | 227883 | 14774 | 71132 |
64 | 2084 | 148476 | 226929 | 14548 | 73173 |
65 | 2085 | 145656 | 225750 | 14345 | 75072 |
66 | 2086 | 142860 | 224384 | 14158 | 76813 |
67 | 2087 | 140049 | 222843 | 13983 | 78396 |
68 | 2088 | 137237 | 221135 | 13819 | 79796 |
69 | 2089 | 134448 | 219252 | 13662 | 81008 |
70 | 2090 | 131691 | 217205 | 13514 | 82042 |