Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 21 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.0 KiB |
Average record size in memory | 51.1 B |
Variable types
Numeric | 5 |
---|
Dataset
Description | 연도별 가입자수, 신규가입자수, 증감인원, 증감률에 대한 데이터로 2001년부터 연단위로 구분되면 2021년까지의 데이터가 있습니다. |
---|---|
Author | 공무원연금공단 |
URL | https://www.data.go.kr/data/15052952/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 |
증감인원 is highly overall correlated with 증감률(퍼센트) | High correlation |
증감률(퍼센트) is highly overall correlated with 증감인원 | High correlation |
신규가입자수 is highly overall correlated with 연도 and 1 other fields | 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 (4.8%) zeros | Zeros |
증감률(퍼센트) has 1 (4.8%) zeros | Zeros |
Reproduction
Analysis started | 2023-06-12 13:49:36.893694 |
---|---|
Analysis finished | 2023-06-12 13:49:45.025379 |
Duration | 8.13 seconds |
Software version | pandas-profiling v3.6.6 |
Download configuration | config.json |
연도
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 21 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2011 |
Minimum | 2001 |
---|---|
Maximum | 2021 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 317.0 B |
Quantile statistics
Minimum | 2001 |
---|---|
5-th percentile | 2002 |
Q1 | 2006 |
median | 2011 |
Q3 | 2016 |
95-th percentile | 2020 |
Maximum | 2021 |
Range | 20 |
Interquartile range (IQR) | 10 |
Descriptive statistics
Standard deviation | 6.2048368 |
---|---|
Coefficient of variation (CV) | 0.0030854484 |
Kurtosis | -1.2 |
Mean | 2011 |
Median Absolute Deviation (MAD) | 5 |
Skewness | 0 |
Sum | 42231 |
Variance | 38.5 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
2001 | 1 | 4.8% |
2012 | 1 | 4.8% |
2021 | 1 | 4.8% |
2003 | 1 | 4.8% |
2004 | 1 | 4.8% |
2005 | 1 | 4.8% |
2006 | 1 | 4.8% |
2007 | 1 | 4.8% |
2008 | 1 | 4.8% |
2009 | 1 | 4.8% |
Other values (11) | 11 |
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 (%) |
2021 | 1 | |
2020 | 1 | |
2019 | 1 | |
2018 | 1 | |
2017 | 1 | |
2016 | 1 | |
2015 | 1 | |
2014 | 1 | |
2013 | 1 | |
2012 | 1 |
가입자수
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 21 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1063813.6 |
Minimum | 913192 |
---|---|
Maximum | 1261421 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 317.0 B |
Quantile statistics
Minimum | 913192 |
---|---|
5-th percentile | 930835 |
Q1 | 1009145 |
median | 1057958 |
Q3 | 1107972 |
95-th percentile | 1221322 |
Maximum | 1261421 |
Range | 348229 |
Interquartile range (IQR) | 98827 |
Descriptive statistics
Standard deviation | 92966.605 |
---|---|
Coefficient of variation (CV) | 0.087389936 |
Kurtosis | -0.16711301 |
Mean | 1063813.6 |
Median Absolute Deviation (MAD) | 50014 |
Skewness | 0.41464411 |
Sum | 22340086 |
Variance | 8.6427896 × 109 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
913192 | 1 | 4.8% |
1064472 | 1 | 4.8% |
1261421 | 1 | 4.8% |
947616 | 1 | 4.8% |
964593 | 1 | 4.8% |
986339 | 1 | 4.8% |
1009145 | 1 | 4.8% |
1021771 | 1 | 4.8% |
1030256 | 1 | 4.8% |
1047897 | 1 | 4.8% |
Other values (11) | 11 |
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 (%) |
1261421 | 1 | |
1221322 | 1 | |
1195051 | 1 | |
1160586 | 1 | |
1120458 | 1 | |
1107972 | 1 | |
1093038 | 1 | |
1081147 | 1 | |
1072610 | 1 | |
1064472 | 1 |
신규가입자수
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 21 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 47242.762 |
Minimum | 30127 |
---|---|
Maximum | 79267 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 317.0 B |
Quantile statistics
Minimum | 30127 |
---|---|
5-th percentile | 30374 |
Q1 | 35726 |
median | 41962 |
Q3 | 51590 |
95-th percentile | 75498 |
Maximum | 79267 |
Range | 49140 |
Interquartile range (IQR) | 15864 |
Descriptive statistics
Standard deviation | 15559.236 |
---|---|
Coefficient of variation (CV) | 0.32934645 |
Kurtosis | -0.1364822 |
Mean | 47242.762 |
Median Absolute Deviation (MAD) | 9512 |
Skewness | 0.97613764 |
Sum | 992098 |
Variance | 2.4208982 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
30374 | 1 | 4.8% |
38944 | 1 | 4.8% |
79267 | 1 | 4.8% |
41446 | 1 | 4.8% |
52627 | 1 | 4.8% |
31672 | 1 | 4.8% |
39575 | 1 | 4.8% |
41962 | 1 | 4.8% |
43277 | 1 | 4.8% |
38969 | 1 | 4.8% |
Other values (11) | 11 |
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 | |
70096 | 1 | |
52627 | 1 | |
51590 | 1 | |
51474 | 1 | |
51125 | 1 | |
46717 | 1 | |
43277 | 1 |
증감인원
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
  ZEROS
 
Distinct | 21 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2328.2381 |
Minimum | -20955 |
---|---|
Maximum | 28515 |
Zeros | 1 |
Zeros (%) | 4.8% |
Negative | 8 |
Negative (%) | 38.1% |
Memory size | 317.0 B |
Quantile statistics
Minimum | -20955 |
---|---|
5-th percentile | -5402 |
Q1 | -3450 |
median | 266 |
Q3 | 8817 |
95-th percentile | 15748 |
Maximum | 28515 |
Range | 49470 |
Interquartile range (IQR) | 12267 |
Descriptive statistics
Standard deviation | 9934.3028 |
---|---|
Coefficient of variation (CV) | 4.2668758 |
Kurtosis | 2.2163951 |
Mean | 2328.2381 |
Median Absolute Deviation (MAD) | 4674 |
Skewness | 0.44118538 |
Sum | 48893 |
Variance | 98690372 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 1 | 4.8% |
8817 | 1 | 4.8% |
9171 | 1 | 4.8% |
10565 | 1 | 4.8% |
11181 | 1 | 4.8% |
-20955 | 1 | 4.8% |
7903 | 1 | 4.8% |
2387 | 1 | 4.8% |
1315 | 1 | 4.8% |
-4308 | 1 | 4.8% |
Other values (11) | 11 |
Value | Count | Frequency (%) |
-20955 | 1 | |
-5402 | 1 | |
-5392 | 1 | |
-4408 | 1 | |
-4308 | 1 | |
-3450 | 1 | |
-3218 | 1 | |
-465 | 1 | |
0 | 1 | |
116 | 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 | 21 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.9619048 |
Minimum | -39.8 |
---|---|
Maximum | 61 |
Zeros | 1 |
Zeros (%) | 4.8% |
Negative | 8 |
Negative (%) | 38.1% |
Memory size | 317.0 B |
Quantile statistics
Minimum | -39.8 |
---|---|
5-th percentile | -15.2 |
Q1 | -8.3 |
median | 0.4 |
Q3 | 25 |
95-th percentile | 44.1 |
Maximum | 61 |
Range | 100.8 |
Interquartile range (IQR) | 33.3 |
Descriptive statistics
Standard deviation | 22.847549 |
---|---|
Coefficient of variation (CV) | 3.2817956 |
Kurtosis | 0.66301211 |
Mean | 6.9619048 |
Median Absolute Deviation (MAD) | 9.3 |
Skewness | 0.55940669 |
Sum | 146.2 |
Variance | 522.01048 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 1 | 4.8% |
29.3 | 1 | 4.8% |
13.1 | 1 | 4.8% |
34.2 | 1 | 4.8% |
27.0 | 1 | 4.8% |
-39.8 | 1 | 4.8% |
25.0 | 1 | 4.8% |
6.0 | 1 | 4.8% |
3.1 | 1 | 4.8% |
-10.0 | 1 | 4.8% |
Other values (11) | 11 |
Value | Count | Frequency (%) |
-39.8 | 1 | |
-15.2 | 1 | |
-10.0 | 1 | |
-8.9 | 1 | |
-8.6 | 1 | |
-8.3 | 1 | |
-7.2 | 1 | |
-0.9 | 1 | |
0.0 | 1 | |
0.2 | 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 | 0.975 | 0.767 | 0.149 | 0.077 |
가입자수 | 0.975 | 1.000 | 0.822 | 0.137 | 0.057 |
신규가입자수 | 0.767 | 0.822 | 1.000 | 0.458 | 0.389 |
증감인원 | 0.149 | 0.137 | 0.458 | 1.000 | 0.979 |
증감률(퍼센트) | 0.077 | 0.057 | 0.389 | 0.979 | 1.000 |
연도 | 가입자수 | 신규가입자수 | 증감인원 | 증감률(퍼센트) | |
---|---|---|---|---|---|
연도 | 1.000 | 1.000 | 0.682 | -0.065 | -0.016 |
가입자수 | 1.000 | 1.000 | 0.682 | -0.065 | -0.016 |
신규가입자수 | 0.682 | 0.682 | 1.000 | 0.426 | 0.461 |
증감인원 | -0.065 | -0.065 | 0.426 | 1.000 | 0.968 |
증감률(퍼센트) | -0.016 | -0.016 | 0.461 | 0.968 | 1.000 |
연도 | 가입자수 | 신규가입자수 | 증감인원 | 증감률(퍼센트) | |
---|---|---|---|---|---|
연도 | 1.000 | 1.000 | 0.514 | -0.038 | 0.010 |
가입자수 | 1.000 | 1.000 | 0.514 | -0.038 | 0.010 |
신규가입자수 | 0.514 | 0.514 | 1.000 | 0.295 | 0.324 |
증감인원 | -0.038 | -0.038 | 0.295 | 1.000 | 0.895 |
증감률(퍼센트) | 0.010 | 0.010 | 0.324 | 0.895 | 1.000 |
연도 | 가입자수 | 신규가입자수 | 증감인원 | 증감률(퍼센트) | |
---|---|---|---|---|---|
연도 | 1.000 | 0.800 | 0.663 | 0.000 | 0.214 |
가입자수 | 0.800 | 1.000 | 0.547 | 0.795 | 0.890 |
신규가입자수 | 0.663 | 0.547 | 1.000 | 0.000 | 0.000 |
증감인원 | 0.000 | 0.795 | 0.000 | 1.000 | 0.883 |
증감률(퍼센트) | 0.214 | 0.890 | 0.000 | 0.883 | 1.000 |
연도 | 가입자수 | 신규가입자수 | 증감인원 | 증감률(퍼센트) | |
---|---|---|---|---|---|
연도 | 1.000 | 1.000 | 0.682 | -0.065 | -0.016 |
가입자수 | 1.000 | 1.000 | 0.682 | -0.065 | -0.016 |
신규가입자수 | 0.682 | 0.682 | 1.000 | 0.426 | 0.461 |
증감인원 | -0.065 | -0.065 | 0.426 | 1.000 | 0.968 |
증감률(퍼센트) | -0.016 | -0.016 | 0.461 | 0.968 | 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) | |
---|---|---|---|---|---|
11 | 2012 | 1064472 | 38944 | 8817 | 29.3 |
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 |