Dataset statistics
Number of variables | 7 |
---|---|
Number of observations | 63 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 4.0 KiB |
Average record size in memory | 65.0 B |
Variable types
Numeric | 7 |
---|
Dataset
Description | 가입자수, 퇴직자수, 증감인원, 증감률에 대한 데이터입니다. 1960년부터 2022년까지 연 단위로 구분됩니다. |
---|---|
Author | 공공데이터포털 |
URL | https://www.data.go.kr/data/15053007/fileData.do |
연도 is highly overall correlated with 가입자수 and 2 other fields | High correlation |
가입자수 is highly overall correlated with 연도 and 2 other fields | High correlation |
퇴직자수합계 is highly overall correlated with 연도 and 2 other fields | High correlation |
연금선택 가능 is highly overall correlated with 연도 and 2 other fields | High correlation |
증감인원 is highly overall correlated with 증감률(퍼센트) | High correlation |
증감률(퍼센트) is highly overall correlated with 증감인원 | High correlation |
연도 has unique values | Unique |
가입자수 has unique values | Unique |
퇴직자수합계 has unique values | Unique |
증감인원 has unique values | Unique |
일시금수령 대상 has 10 (15.9%) zeros | Zeros |
연금선택 가능 has 10 (15.9%) zeros | Zeros |
증감인원 has 1 (1.6%) zeros | Zeros |
증감률(퍼센트) has 1 (1.6%) zeros | Zeros |
Reproduction
Analysis started | 2024-04-21 00:34:51.141287 |
---|---|
Analysis finished | 2024-04-21 00:35:01.172933 |
Duration | 10.03 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연도
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 63 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1991 |
Minimum | 1960 |
---|---|
Maximum | 2022 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 695.0 B |
Quantile statistics
Minimum | 1960 |
---|---|
5-th percentile | 1963.1 |
Q1 | 1975.5 |
median | 1991 |
Q3 | 2006.5 |
95-th percentile | 2018.9 |
Maximum | 2022 |
Range | 62 |
Interquartile range (IQR) | 31 |
Descriptive statistics
Standard deviation | 18.330303 |
---|---|
Coefficient of variation (CV) | 0.009206581 |
Kurtosis | -1.2 |
Mean | 1991 |
Median Absolute Deviation (MAD) | 16 |
Skewness | 0 |
Sum | 125433 |
Variance | 336 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1960 | 1 | 1.6% |
1961 | 1 | 1.6% |
1994 | 1 | 1.6% |
1995 | 1 | 1.6% |
1996 | 1 | 1.6% |
1997 | 1 | 1.6% |
1998 | 1 | 1.6% |
1999 | 1 | 1.6% |
2000 | 1 | 1.6% |
2001 | 1 | 1.6% |
Other values (53) | 53 |
Value | Count | Frequency (%) |
1960 | 1 | |
1961 | 1 | |
1962 | 1 | |
1963 | 1 | |
1964 | 1 | |
1965 | 1 | |
1966 | 1 | |
1967 | 1 | |
1968 | 1 | |
1969 | 1 |
Value | Count | Frequency (%) |
2022 | 1 | |
2021 | 1 | |
2020 | 1 | |
2019 | 1 | |
2018 | 1 | |
2017 | 1 | |
2016 | 1 | |
2015 | 1 | |
2014 | 1 | |
2013 | 1 |
가입자수
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 63 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 775265.57 |
Minimum | 237476 |
---|---|
Maximum | 1280994 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 695.0 B |
Quantile statistics
Minimum | 237476 |
---|---|
5-th percentile | 273375.9 |
Q1 | 498610.5 |
median | 884648 |
Q3 | 1015458 |
95-th percentile | 1191604.5 |
Maximum | 1280994 |
Range | 1043518 |
Interquartile range (IQR) | 516847.5 |
Descriptive statistics
Standard deviation | 301125.44 |
---|---|
Coefficient of variation (CV) | 0.38841586 |
Kurtosis | -1.1487004 |
Mean | 775265.57 |
Median Absolute Deviation (MAD) | 202367 |
Skewness | -0.3128524 |
Sum | 48841731 |
Variance | 9.0676533 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
237476 | 1 | 1.6% |
237500 | 1 | 1.6% |
948151 | 1 | 1.6% |
957882 | 1 | 1.6% |
971303 | 1 | 1.6% |
981759 | 1 | 1.6% |
952154 | 1 | 1.6% |
913891 | 1 | 1.6% |
909155 | 1 | 1.6% |
913192 | 1 | 1.6% |
Other values (53) | 53 |
Value | Count | Frequency (%) |
237476 | 1 | |
237500 | 1 | |
250685 | 1 | |
271725 | 1 | |
288234 | 1 | |
305316 | 1 | |
332688 | 1 | |
358382 | 1 | |
374870 | 1 | |
392110 | 1 |
Value | Count | Frequency (%) |
1280994 | 1 | |
1261421 | 1 | |
1221322 | 1 | |
1195051 | 1 | |
1160586 | 1 | |
1120458 | 1 | |
1107972 | 1 | |
1093038 | 1 | |
1081147 | 1 | |
1072610 | 1 |
퇴직자수합계
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 63 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 33065.476 |
Minimum | 4391 |
---|---|
Maximum | 94797 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 695.0 B |
Quantile statistics
Minimum | 4391 |
---|---|
5-th percentile | 15064.2 |
Q1 | 25550 |
median | 31357 |
Q3 | 37384.5 |
95-th percentile | 54983.7 |
Maximum | 94797 |
Range | 90406 |
Interquartile range (IQR) | 11834.5 |
Descriptive statistics
Standard deviation | 13149.714 |
---|---|
Coefficient of variation (CV) | 0.39768713 |
Kurtosis | 7.3149214 |
Mean | 33065.476 |
Median Absolute Deviation (MAD) | 5846 |
Skewness | 1.7885196 |
Sum | 2083125 |
Variance | 1.7291498 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4391 | 1 | 1.6% |
55678 | 1 | 1.6% |
36875 | 1 | 1.6% |
42907 | 1 | 1.6% |
33777 | 1 | 1.6% |
33989 | 1 | 1.6% |
54900 | 1 | 1.6% |
94797 | 1 | 1.6% |
64345 | 1 | 1.6% |
29509 | 1 | 1.6% |
Other values (53) | 53 |
Value | Count | Frequency (%) |
4391 | 1 | |
12379 | 1 | |
13690 | 1 | |
15046 | 1 | |
15228 | 1 | |
20577 | 1 | |
20784 | 1 | |
22964 | 1 | |
23095 | 1 | |
24280 | 1 |
Value | Count | Frequency (%) |
94797 | 1 | |
64345 | 1 | |
55678 | 1 | |
54993 | 1 | |
54900 | 1 | |
47319 | 1 | |
44676 | 1 | |
44010 | 1 | |
42907 | 1 | |
40340 | 1 |
일시금수령 대상
Real number (ℝ)
ZEROS
 
Distinct | 54 |
---|---|
Distinct (%) | 85.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 16148.54 |
Minimum | 0 |
---|---|
Maximum | 36803 |
Zeros | 10 |
Zeros (%) | 15.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 695.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 9262.5 |
median | 16332 |
Q3 | 23476 |
95-th percentile | 34429.2 |
Maximum | 36803 |
Range | 36803 |
Interquartile range (IQR) | 14213.5 |
Descriptive statistics
Standard deviation | 10692.557 |
---|---|
Coefficient of variation (CV) | 0.66213773 |
Kurtosis | -0.88688437 |
Mean | 16148.54 |
Median Absolute Deviation (MAD) | 7070 |
Skewness | 0.1324918 |
Sum | 1017358 |
Variance | 1.1433079 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 10 | 15.9% |
10068 | 1 | 1.6% |
35185 | 1 | 1.6% |
36803 | 1 | 1.6% |
16002 | 1 | 1.6% |
12571 | 1 | 1.6% |
11183 | 1 | 1.6% |
12077 | 1 | 1.6% |
10931 | 1 | 1.6% |
10216 | 1 | 1.6% |
Other values (44) | 44 |
Value | Count | Frequency (%) |
0 | 10 | |
7106 | 1 | 1.6% |
8106 | 1 | 1.6% |
8193 | 1 | 1.6% |
8205 | 1 | 1.6% |
9182 | 1 | 1.6% |
9262 | 1 | 1.6% |
9263 | 1 | 1.6% |
9404 | 1 | 1.6% |
9658 | 1 | 1.6% |
Value | Count | Frequency (%) |
36803 | 1 | |
35199 | 1 | |
35185 | 1 | |
34506 | 1 | |
33738 | 1 | |
31306 | 1 | |
30946 | 1 | |
30405 | 1 | |
29887 | 1 | |
29667 | 1 |
연금선택 가능
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 54 |
---|---|
Distinct (%) | 85.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 13424.762 |
Minimum | 0 |
---|---|
Maximum | 59612 |
Zeros | 10 |
Zeros (%) | 15.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 695.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 3242.5 |
median | 8789 |
Q3 | 20465 |
95-th percentile | 35337.7 |
Maximum | 59612 |
Range | 59612 |
Interquartile range (IQR) | 17222.5 |
Descriptive statistics
Standard deviation | 12911.875 |
---|---|
Coefficient of variation (CV) | 0.96179546 |
Kurtosis | 1.1852764 |
Mean | 13424.762 |
Median Absolute Deviation (MAD) | 7716 |
Skewness | 1.1251189 |
Sum | 845760 |
Variance | 1.6671652 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 10 | 15.9% |
19967 | 1 | 1.6% |
59612 | 1 | 1.6% |
27542 | 1 | 1.6% |
13507 | 1 | 1.6% |
10524 | 1 | 1.6% |
13716 | 1 | 1.6% |
15307 | 1 | 1.6% |
23831 | 1 | 1.6% |
19805 | 1 | 1.6% |
Other values (44) | 44 |
Value | Count | Frequency (%) |
0 | 10 | |
1095 | 1 | 1.6% |
2206 | 1 | 1.6% |
2643 | 1 | 1.6% |
2654 | 1 | 1.6% |
2963 | 1 | 1.6% |
3114 | 1 | 1.6% |
3371 | 1 | 1.6% |
3494 | 1 | 1.6% |
3618 | 1 | 1.6% |
Value | Count | Frequency (%) |
59612 | 1 | |
38661 | 1 | |
35984 | 1 | |
35419 | 1 | |
34606 | 1 | |
32147 | 1 | |
31719 | 1 | |
31675 | 1 | |
30604 | 1 | |
29135 | 1 |
증감인원
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
  ZEROS
 
Distinct | 63 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 803.20635 |
Minimum | -35101 |
---|---|
Maximum | 51287 |
Zeros | 1 |
Zeros (%) | 1.6% |
Negative | 25 |
Negative (%) | 39.7% |
Memory size | 695.0 B |
Quantile statistics
Minimum | -35101 |
---|---|
5-th percentile | -14016.6 |
Q1 | -2638 |
median | 938 |
Q3 | 4187.5 |
95-th percentile | 14244.3 |
Maximum | 51287 |
Range | 86388 |
Interquartile range (IQR) | 6825.5 |
Descriptive statistics
Standard deviation | 12534.741 |
---|---|
Coefficient of variation (CV) | 15.605879 |
Kurtosis | 6.4978924 |
Mean | 803.20635 |
Median Absolute Deviation (MAD) | 3581 |
Skewness | 0.61009937 |
Sum | 50602 |
Variance | 1.5711974 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 1 | 1.6% |
51287 | 1 | 1.6% |
1129 | 1 | 1.6% |
6032 | 1 | 1.6% |
-9130 | 1 | 1.6% |
212 | 1 | 1.6% |
20911 | 1 | 1.6% |
39897 | 1 | 1.6% |
-30452 | 1 | 1.6% |
-34836 | 1 | 1.6% |
Other values (53) | 53 |
Value | Count | Frequency (%) |
-35101 | 1 | |
-34836 | 1 | |
-30452 | 1 | |
-14168 | 1 | |
-12654 | 1 | |
-9130 | 1 | |
-8198 | 1 | |
-6414 | 1 | |
-6044 | 1 | |
-5948 | 1 |
Value | Count | Frequency (%) |
51287 | 1 | |
39897 | 1 | |
20911 | 1 | |
14646 | 1 | |
10629 | 1 | |
10317 | 1 | |
9245 | 1 | |
7918 | 1 | |
7747 | 1 | |
7538 | 1 |
증감률(퍼센트)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 61 |
---|---|
Distinct (%) | 96.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 21.697143 |
Minimum | -63 |
---|---|
Maximum | 1168 |
Zeros | 1 |
Zeros (%) | 1.6% |
Negative | 25 |
Negative (%) | 39.7% |
Memory size | 695.0 B |
Quantile statistics
Minimum | -63 |
---|---|
5-th percentile | -35.74 |
Q1 | -9 |
median | 3.2 |
Q3 | 16.65 |
95-th percentile | 52.33 |
Maximum | 1168 |
Range | 1231 |
Interquartile range (IQR) | 25.65 |
Descriptive statistics
Standard deviation | 148.7922 |
---|---|
Coefficient of variation (CV) | 6.8576864 |
Kurtosis | 59.448025 |
Mean | 21.697143 |
Median Absolute Deviation (MAD) | 13.2 |
Skewness | 7.604985 |
Sum | 1366.92 |
Variance | 22139.119 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-17.1 | 2 | 3.2% |
-4.8 | 2 | 3.2% |
0.0 | 1 | 1.6% |
-13.6 | 1 | 1.6% |
3.2 | 1 | 1.6% |
16.4 | 1 | 1.6% |
-21.3 | 1 | 1.6% |
0.6 | 1 | 1.6% |
61.5 | 1 | 1.6% |
72.7 | 1 | 1.6% |
Other values (51) | 51 |
Value | Count | Frequency (%) |
-63.0 | 1 | |
-54.1 | 1 | |
-39.8 | 1 | |
-35.9 | 1 | |
-34.3 | 1 | |
-32.1 | 1 | |
-21.7 | 1 | |
-21.3 | 1 | |
-17.7 | 1 | |
-17.1 | 2 |
Value | Count | Frequency (%) |
1168.0 | 1 | |
72.7 | 1 | |
61.5 | 1 | |
52.6 | 1 | |
49.9 | 1 | |
36.9 | 1 | |
35.3 | 1 | |
30.4 | 1 | |
26.9 | 1 | |
25.0 | 1 |
연도 | 가입자수 | 퇴직자수합계 | 일시금수령 대상 | 연금선택 가능 | 증감인원 | 증감률(퍼센트) | |
---|---|---|---|---|---|---|---|
연도 | 1.000 | 0.964 | 0.640 | 0.886 | 0.781 | 0.363 | 0.467 |
가입자수 | 0.964 | 1.000 | 0.541 | 0.882 | 0.776 | 0.000 | 0.033 |
퇴직자수합계 | 0.640 | 0.541 | 1.000 | 0.469 | 0.851 | 0.891 | 0.752 |
일시금수령 대상 | 0.886 | 0.882 | 0.469 | 1.000 | 0.610 | 0.000 | 0.000 |
연금선택 가능 | 0.781 | 0.776 | 0.851 | 0.610 | 1.000 | 0.766 | 0.589 |
증감인원 | 0.363 | 0.000 | 0.891 | 0.000 | 0.766 | 1.000 | 1.000 |
증감률(퍼센트) | 0.467 | 0.033 | 0.752 | 0.000 | 0.589 | 1.000 | 1.000 |
연도 | 가입자수 | 퇴직자수합계 | 일시금수령 대상 | 연금선택 가능 | 증감인원 | 증감률(퍼센트) | |
---|---|---|---|---|---|---|---|
연도 | 1.000 | 0.990 | 0.502 | -0.070 | 0.951 | 0.021 | 0.011 |
가입자수 | 0.990 | 1.000 | 0.515 | -0.067 | 0.943 | 0.043 | 0.030 |
퇴직자수합계 | 0.502 | 0.515 | 1.000 | 0.346 | 0.623 | 0.389 | 0.368 |
일시금수령 대상 | -0.070 | -0.067 | 0.346 | 1.000 | 0.035 | 0.037 | 0.013 |
연금선택 가능 | 0.951 | 0.943 | 0.623 | 0.035 | 1.000 | 0.127 | 0.114 |
증감인원 | 0.021 | 0.043 | 0.389 | 0.037 | 0.127 | 1.000 | 0.990 |
증감률(퍼센트) | 0.011 | 0.030 | 0.368 | 0.013 | 0.114 | 0.990 | 1.000 |
연도 | 가입자수 | 퇴직자수합계 | 일시금수령 대상 | 연금선택 가능 | 증감인원 | 증감률(퍼센트) | |
---|---|---|---|---|---|---|---|
0 | 1960 | 237476 | 4391 | 0 | 0 | 0 | 0.0 |
1 | 1961 | 237500 | 55678 | 0 | 0 | 51287 | 1168.0 |
2 | 1962 | 250685 | 20577 | 0 | 0 | -35101 | -63.0 |
3 | 1963 | 271725 | 12379 | 0 | 0 | -8198 | -39.8 |
4 | 1964 | 288234 | 15228 | 0 | 0 | 2849 | 23.0 |
5 | 1965 | 305316 | 13690 | 0 | 0 | -1538 | -10.1 |
6 | 1966 | 332688 | 15046 | 0 | 0 | 1356 | 9.9 |
7 | 1967 | 358382 | 22964 | 0 | 0 | 7918 | 52.6 |
8 | 1968 | 374870 | 28697 | 0 | 0 | 5733 | 25.0 |
9 | 1969 | 392110 | 31357 | 0 | 0 | 2660 | 9.3 |
연도 | 가입자수 | 퇴직자수합계 | 일시금수령 대상 | 연금선택 가능 | 증감인원 | 증감률(퍼센트) | |
---|---|---|---|---|---|---|---|
53 | 2013 | 1072610 | 29364 | 9262 | 20102 | -6044 | -17.1 |
54 | 2014 | 1081147 | 44010 | 9404 | 34606 | 14646 | 49.9 |
55 | 2015 | 1093038 | 40340 | 8193 | 32147 | -3670 | -8.3 |
56 | 2016 | 1107972 | 38398 | 9263 | 29135 | -1942 | -4.8 |
57 | 2017 | 1120458 | 37059 | 8205 | 28854 | -1339 | -3.5 |
58 | 2018 | 1160586 | 37710 | 7106 | 30604 | 651 | 1.8 |
59 | 2019 | 1195051 | 39781 | 8106 | 31675 | 2071 | 5.5 |
60 | 2020 | 1221322 | 47319 | 11335 | 35984 | 7538 | 18.9 |
61 | 2021 | 1261421 | 44676 | 12957 | 31719 | -2643 | -5.6 |
62 | 2022 | 1280994 | 54993 | 16332 | 38661 | 10317 | 23.1 |