Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 22 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.1 KiB |
Average record size in memory | 51.0 B |
Variable types
Numeric | 5 |
---|
Dataset
Description | 공무원연금 가입자수, 신규가입자수, 증감인원, 증감률에 대한 데이터입니다. 2001년부터 시작되며 2022년까지 연 단위로 구분됩니다. |
---|---|
URL | https://www.data.go.kr/data/15052943/fileData.do |
연도 is highly overall correlated with 가입자수 and 1 other fields | High correlation |
가입자수 is highly overall correlated with 연도 and 1 other fields | High correlation |
신규가입자수 is highly overall correlated with 연도 and 1 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 |
신규가입자수 has unique values | Unique |
증감인원 has unique values | Unique |
증감률(퍼센트) has unique values | Unique |
증감인원 has 1 (4.5%) zeros | Zeros |
증감률(퍼센트) has 1 (4.5%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 02:46:23.751054 |
---|---|
Analysis finished | 2023-12-12 02:46:26.682019 |
Duration | 2.93 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연도
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 22 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2011.5 |
Minimum | 2001 |
---|---|
Maximum | 2022 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 330.0 B |
Quantile statistics
Minimum | 2001 |
---|---|
5-th percentile | 2002.05 |
Q1 | 2006.25 |
median | 2011.5 |
Q3 | 2016.75 |
95-th percentile | 2020.95 |
Maximum | 2022 |
Range | 21 |
Interquartile range (IQR) | 10.5 |
Descriptive statistics
Standard deviation | 6.4935866 |
---|---|
Coefficient of variation (CV) | 0.003228231 |
Kurtosis | -1.2 |
Mean | 2011.5 |
Median Absolute Deviation (MAD) | 5.5 |
Skewness | 0 |
Sum | 44253 |
Variance | 42.166667 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
2001 | 1 | 4.5% |
2013 | 1 | 4.5% |
2022 | 1 | 4.5% |
2021 | 1 | 4.5% |
2020 | 1 | 4.5% |
2019 | 1 | 4.5% |
2018 | 1 | 4.5% |
2017 | 1 | 4.5% |
2016 | 1 | 4.5% |
2015 | 1 | 4.5% |
Other values (12) | 12 |
Value | Count | Frequency (%) |
2001 | 1 | |
2002 | 1 | |
2003 | 1 | |
2004 | 1 | |
2005 | 1 | |
2006 | 1 | |
2007 | 1 | |
2008 | 1 | |
2009 | 1 | |
2010 | 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 | 22 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1073685.5 |
Minimum | 913192 |
---|---|
Maximum | 1280994 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 330.0 B |
Quantile statistics
Minimum | 913192 |
---|---|
5-th percentile | 931674.05 |
Q1 | 1012301.5 |
median | 1061215 |
Q3 | 1117336.5 |
95-th percentile | 1259416.1 |
Maximum | 1280994 |
Range | 367802 |
Interquartile range (IQR) | 105035 |
Descriptive statistics
Standard deviation | 101858.71 |
---|---|
Coefficient of variation (CV) | 0.094868298 |
Kurtosis | -0.29726238 |
Mean | 1073685.5 |
Median Absolute Deviation (MAD) | 55656.5 |
Skewness | 0.4856772 |
Sum | 23621080 |
Variance | 1.0375197 × 1010 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
913192 | 1 | 4.5% |
1072610 | 1 | 4.5% |
1280994 | 1 | 4.5% |
1261421 | 1 | 4.5% |
1221322 | 1 | 4.5% |
1195051 | 1 | 4.5% |
1160586 | 1 | 4.5% |
1120458 | 1 | 4.5% |
1107972 | 1 | 4.5% |
1093038 | 1 | 4.5% |
Other values (12) | 12 |
Value | Count | Frequency (%) |
913192 | 1 | |
930835 | 1 | |
947616 | 1 | |
964593 | 1 | |
986339 | 1 | |
1009145 | 1 | |
1021771 | 1 | |
1030256 | 1 | |
1047897 | 1 | |
1052407 | 1 |
Value | Count | Frequency (%) |
1280994 | 1 | |
1261421 | 1 | |
1221322 | 1 | |
1195051 | 1 | |
1160586 | 1 | |
1120458 | 1 | |
1107972 | 1 | |
1093038 | 1 | |
1081147 | 1 | |
1072610 | 1 |
신규가입자수
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 22 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 48324.636 |
Minimum | 30127 |
---|---|
Maximum | 79267 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 330.0 B |
Quantile statistics
Minimum | 30127 |
---|---|
5-th percentile | 30399.35 |
Q1 | 36530.5 |
median | 42619.5 |
Q3 | 52367.75 |
95-th percentile | 75484.7 |
Maximum | 79267 |
Range | 49140 |
Interquartile range (IQR) | 15837.25 |
Descriptive statistics
Standard deviation | 16009.737 |
---|---|
Coefficient of variation (CV) | 0.33129555 |
Kurtosis | -0.64522836 |
Mean | 48324.636 |
Median Absolute Deviation (MAD) | 8912.5 |
Skewness | 0.7980584 |
Sum | 1063142 |
Variance | 2.5631168 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
30374 | 1 | 4.5% |
35726 | 1 | 4.5% |
71044 | 1 | 4.5% |
79267 | 1 | 4.5% |
70096 | 1 | 4.5% |
75498 | 1 | 4.5% |
75232 | 1 | 4.5% |
46717 | 1 | 4.5% |
51125 | 1 | 4.5% |
51590 | 1 | 4.5% |
Other values (12) | 12 |
Value | Count | Frequency (%) |
30127 | 1 | |
30374 | 1 | |
30881 | 1 | |
31672 | 1 | |
35519 | 1 | |
35726 | 1 | |
38944 | 1 | |
38969 | 1 | |
39575 | 1 | |
41446 | 1 |
Value | Count | Frequency (%) |
79267 | 1 | |
75498 | 1 | |
75232 | 1 | |
71044 | 1 | |
70096 | 1 | |
52627 | 1 | |
51590 | 1 | |
51474 | 1 | |
51125 | 1 | |
46717 | 1 |
증감인원
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
  ZEROS
 
Distinct | 22 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1848.6364 |
Minimum | -20955 |
---|---|
Maximum | 28515 |
Zeros | 1 |
Zeros (%) | 4.5% |
Negative | 9 |
Negative (%) | 40.9% |
Memory size | 330.0 B |
Quantile statistics
Minimum | -20955 |
---|---|
5-th percentile | -8081.95 |
Q1 | -4093.5 |
median | 191 |
Q3 | 8588.5 |
95-th percentile | 15519.65 |
Maximum | 28515 |
Range | 49470 |
Interquartile range (IQR) | 12682 |
Descriptive statistics
Standard deviation | 9952.4481 |
---|---|
Coefficient of variation (CV) | 5.38367 |
Kurtosis | 2.0351356 |
Mean | 1848.6364 |
Median Absolute Deviation (MAD) | 5091 |
Skewness | 0.51263064 |
Sum | 40670 |
Variance | 99051222 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 1 | 4.5% |
-3218 | 1 | 4.5% |
-8223 | 1 | 4.5% |
9171 | 1 | 4.5% |
-5402 | 1 | 4.5% |
266 | 1 | 4.5% |
28515 | 1 | 4.5% |
-4408 | 1 | 4.5% |
-465 | 1 | 4.5% |
116 | 1 | 4.5% |
Other values (12) | 12 |
Value | Count | Frequency (%) |
-20955 | 1 | |
-8223 | 1 | |
-5402 | 1 | |
-5392 | 1 | |
-4408 | 1 | |
-4308 | 1 | |
-3450 | 1 | |
-3218 | 1 | |
-465 | 1 | |
0 | 1 |
Value | Count | Frequency (%) |
28515 | 1 | |
15748 | 1 | |
11181 | 1 | |
10565 | 1 | |
9171 | 1 | |
8817 | 1 | |
7903 | 1 | |
2387 | 1 | |
1315 | 1 | |
507 | 1 |
증감률(퍼센트)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
  ZEROS
 
Distinct | 22 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.1727273 |
Minimum | -39.8 |
---|---|
Maximum | 61 |
Zeros | 1 |
Zeros (%) | 4.5% |
Negative | 9 |
Negative (%) | 40.9% |
Memory size | 330.0 B |
Quantile statistics
Minimum | -39.8 |
---|---|
5-th percentile | -14.96 |
Q1 | -8.525 |
median | 0.3 |
Q3 | 22.025 |
95-th percentile | 43.605 |
Maximum | 61 |
Range | 100.8 |
Interquartile range (IQR) | 30.55 |
Descriptive statistics
Standard deviation | 22.60209 |
---|---|
Coefficient of variation (CV) | 3.6616051 |
Kurtosis | 0.72811539 |
Mean | 6.1727273 |
Median Absolute Deviation (MAD) | 9.75 |
Skewness | 0.63922466 |
Sum | 135.8 |
Variance | 510.85446 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 1 | 4.5% |
-8.3 | 1 | 4.5% |
-10.4 | 1 | 4.5% |
13.1 | 1 | 4.5% |
-7.2 | 1 | 4.5% |
0.4 | 1 | 4.5% |
61.0 | 1 | 4.5% |
-8.6 | 1 | 4.5% |
-0.9 | 1 | 4.5% |
0.2 | 1 | 4.5% |
Other values (12) | 12 |
Value | Count | Frequency (%) |
-39.8 | 1 | |
-15.2 | 1 | |
-10.4 | 1 | |
-10.0 | 1 | |
-8.9 | 1 | |
-8.6 | 1 | |
-8.3 | 1 | |
-7.2 | 1 | |
-0.9 | 1 | |
0.0 | 1 |
Value | Count | Frequency (%) |
61.0 | 1 | |
44.1 | 1 | |
34.2 | 1 | |
29.3 | 1 | |
27.0 | 1 | |
25.0 | 1 | |
13.1 | 1 | |
6.0 | 1 | |
3.1 | 1 | |
1.7 | 1 |
연도 | 가입자수 | 신규가입자수 | 증감인원 | 증감률(퍼센트) | |
---|---|---|---|---|---|
연도 | 1.000 | 0.985 | 0.735 | 0.000 | 0.000 |
가입자수 | 0.985 | 1.000 | 0.585 | 0.514 | 0.564 |
신규가입자수 | 0.735 | 0.585 | 1.000 | 0.393 | 0.215 |
증감인원 | 0.000 | 0.514 | 0.393 | 1.000 | 0.848 |
증감률(퍼센트) | 0.000 | 0.564 | 0.215 | 0.848 | 1.000 |
연도 | 가입자수 | 신규가입자수 | 증감인원 | 증감률(퍼센트) | |
---|---|---|---|---|---|
연도 | 1.000 | 1.000 | 0.714 | -0.168 | -0.112 |
가입자수 | 1.000 | 1.000 | 0.714 | -0.168 | -0.112 |
신규가입자수 | 0.714 | 0.714 | 1.000 | 0.312 | 0.361 |
증감인원 | -0.168 | -0.168 | 0.312 | 1.000 | 0.970 |
증감률(퍼센트) | -0.112 | -0.112 | 0.361 | 0.970 | 1.000 |
연도 | 가입자수 | 신규가입자수 | 증감인원 | 증감률(퍼센트) | |
---|---|---|---|---|---|
0 | 2001 | 913192 | 30374 | 0 | 0.0 |
1 | 2002 | 930835 | 30881 | 507 | 1.7 |
2 | 2003 | 947616 | 41446 | 10565 | 34.2 |
3 | 2004 | 964593 | 52627 | 11181 | 27.0 |
4 | 2005 | 986339 | 31672 | -20955 | -39.8 |
5 | 2006 | 1009145 | 39575 | 7903 | 25.0 |
6 | 2007 | 1021771 | 41962 | 2387 | 6.0 |
7 | 2008 | 1030256 | 43277 | 1315 | 3.1 |
8 | 2009 | 1047897 | 38969 | -4308 | -10.0 |
9 | 2010 | 1052407 | 35519 | -3450 | -8.9 |
연도 | 가입자수 | 신규가입자수 | 증감인원 | 증감률(퍼센트) | |
---|---|---|---|---|---|
12 | 2013 | 1072610 | 35726 | -3218 | -8.3 |
13 | 2014 | 1081147 | 51474 | 15748 | 44.1 |
14 | 2015 | 1093038 | 51590 | 116 | 0.2 |
15 | 2016 | 1107972 | 51125 | -465 | -0.9 |
16 | 2017 | 1120458 | 46717 | -4408 | -8.6 |
17 | 2018 | 1160586 | 75232 | 28515 | 61.0 |
18 | 2019 | 1195051 | 75498 | 266 | 0.4 |
19 | 2020 | 1221322 | 70096 | -5402 | -7.2 |
20 | 2021 | 1261421 | 79267 | 9171 | 13.1 |
21 | 2022 | 1280994 | 71044 | -8223 | -10.4 |