Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 32 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.8 KiB |
Average record size in memory | 58.1 B |
Variable types
Numeric | 6 |
---|
Dataset
Description | 공무원연금공단의 공무원 연도별 부양률에 대한 데이터 입니다. 1991년부터 2022년도까지의 데이터가 있습니다. |
---|---|
URL | https://www.data.go.kr/data/15110912/fileData.do |
연도 is highly overall correlated with 가입자수 and 4 other fields | High correlation |
가입자수 is highly overall correlated with 연도 and 4 other fields | High correlation |
합계 is highly overall correlated with 연도 and 4 other fields | High correlation |
퇴직연금 is highly overall correlated with 연도 and 4 other fields | High correlation |
유족연금 is highly overall correlated with 연도 and 4 other fields | High correlation |
부양률 is highly overall correlated with 연도 and 4 other fields | High correlation |
연도 has unique values | Unique |
가입자수 has unique values | Unique |
합계 has unique values | Unique |
퇴직연금 has unique values | Unique |
유족연금 has unique values | Unique |
부양률 has unique values | Unique |
Reproduction
Analysis started | 2023-12-12 23:41:47.865697 |
---|---|
Analysis finished | 2023-12-12 23:41:51.363222 |
Duration | 3.5 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연도
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 32 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2006.5 |
Minimum | 1991 |
---|---|
Maximum | 2022 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 420.0 B |
Quantile statistics
Minimum | 1991 |
---|---|
5-th percentile | 1992.55 |
Q1 | 1998.75 |
median | 2006.5 |
Q3 | 2014.25 |
95-th percentile | 2020.45 |
Maximum | 2022 |
Range | 31 |
Interquartile range (IQR) | 15.5 |
Descriptive statistics
Standard deviation | 9.3808315 |
---|---|
Coefficient of variation (CV) | 0.0046752213 |
Kurtosis | -1.2 |
Mean | 2006.5 |
Median Absolute Deviation (MAD) | 8 |
Skewness | 0 |
Sum | 64208 |
Variance | 88 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1991 | 1 | 3.1% |
2008 | 1 | 3.1% |
2022 | 1 | 3.1% |
2021 | 1 | 3.1% |
2020 | 1 | 3.1% |
2019 | 1 | 3.1% |
2018 | 1 | 3.1% |
2017 | 1 | 3.1% |
2016 | 1 | 3.1% |
2015 | 1 | 3.1% |
Other values (22) | 22 |
Value | Count | Frequency (%) |
1991 | 1 | |
1992 | 1 | |
1993 | 1 | |
1994 | 1 | |
1995 | 1 | |
1996 | 1 | |
1997 | 1 | |
1998 | 1 | |
1999 | 1 | |
2000 | 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 | 32 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1031306.1 |
Minimum | 884648 |
---|---|
Maximum | 1280994 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 420.0 B |
Quantile statistics
Minimum | 884648 |
---|---|
5-th percentile | 911375.35 |
Q1 | 948017.25 |
median | 1015458 |
Q3 | 1084119.8 |
95-th percentile | 1239366.6 |
Maximum | 1280994 |
Range | 396346 |
Interquartile range (IQR) | 136102.5 |
Descriptive statistics
Standard deviation | 106643.24 |
---|---|
Coefficient of variation (CV) | 0.103406 |
Kurtosis | -0.071936042 |
Mean | 1031306.1 |
Median Absolute Deviation (MAD) | 67574.5 |
Skewness | 0.81428949 |
Sum | 33001795 |
Variance | 1.1372781 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
884648 | 1 | 3.1% |
1030256 | 1 | 3.1% |
1280994 | 1 | 3.1% |
1261421 | 1 | 3.1% |
1221322 | 1 | 3.1% |
1195051 | 1 | 3.1% |
1160586 | 1 | 3.1% |
1120458 | 1 | 3.1% |
1107972 | 1 | 3.1% |
1093038 | 1 | 3.1% |
Other values (22) | 22 |
Value | Count | Frequency (%) |
884648 | 1 | |
909155 | 1 | |
913192 | 1 | |
913891 | 1 | |
922098 | 1 | |
930835 | 1 | |
939674 | 1 | |
947616 | 1 | |
948151 | 1 | |
952154 | 1 |
Value | Count | Frequency (%) |
1280994 | 1 | |
1261421 | 1 | |
1221322 | 1 | |
1195051 | 1 | |
1160586 | 1 | |
1120458 | 1 | |
1107972 | 1 | |
1093038 | 1 | |
1081147 | 1 | |
1072610 | 1 |
합계
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 32 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 268045.19 |
Minimum | 29420 |
---|---|
Maximum | 624508 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 420.0 B |
Quantile statistics
Minimum | 29420 |
---|---|
5-th percentile | 37570.05 |
Q1 | 118339.75 |
median | 243284.5 |
Q3 | 399674.75 |
95-th percentile | 577601.1 |
Maximum | 624508 |
Range | 595088 |
Interquartile range (IQR) | 281335 |
Descriptive statistics
Standard deviation | 181691.35 |
---|---|
Coefficient of variation (CV) | 0.6778385 |
Kurtosis | -0.96361885 |
Mean | 268045.19 |
Median Absolute Deviation (MAD) | 151689 |
Skewness | 0.40794199 |
Sum | 8577446 |
Variance | 3.3011746 × 1010 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
29420 | 1 | 3.1% |
276829 | 1 | 3.1% |
624508 | 1 | 3.1% |
594947 | 1 | 3.1% |
563409 | 1 | 3.1% |
531828 | 1 | 3.1% |
502507 | 1 | 3.1% |
476184 | 1 | 3.1% |
449153 | 1 | 3.1% |
422396 | 1 | 3.1% |
Other values (22) | 22 |
Value | Count | Frequency (%) |
29420 | 1 | |
34000 | 1 | |
40491 | 1 | |
47622 | 1 | |
55885 | 1 | |
63203 | 1 | |
72355 | 1 | |
88723 | 1 | |
128212 | 1 | |
149673 | 1 |
Value | Count | Frequency (%) |
624508 | 1 | |
594947 | 1 | |
563409 | 1 | |
531828 | 1 | |
502507 | 1 | |
476184 | 1 | |
449153 | 1 | |
422396 | 1 | |
392101 | 1 | |
363017 | 1 |
퇴직연금
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 32 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 239298.47 |
Minimum | 27691 |
---|---|
Maximum | 546010 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 420.0 B |
Quantile statistics
Minimum | 27691 |
---|---|
5-th percentile | 35028.8 |
Q1 | 110726.5 |
median | 220858.5 |
Q3 | 353468 |
95-th percentile | 506598.05 |
Maximum | 546010 |
Range | 518319 |
Interquartile range (IQR) | 242741.5 |
Descriptive statistics
Standard deviation | 158076.6 |
---|---|
Coefficient of variation (CV) | 0.66058341 |
Kurtosis | -0.97684407 |
Mean | 239298.47 |
Median Absolute Deviation (MAD) | 132395 |
Skewness | 0.36812495 |
Sum | 7657551 |
Variance | 2.4988211 × 1010 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
27691 | 1 | 3.1% |
250476 | 1 | 3.1% |
546010 | 1 | 3.1% |
521486 | 1 | 3.1% |
494417 | 1 | 3.1% |
467143 | 1 | 3.1% |
442241 | 1 | 3.1% |
419968 | 1 | 3.1% |
396743 | 1 | 3.1% |
373529 | 1 | 3.1% |
Other values (22) | 22 |
Value | Count | Frequency (%) |
27691 | 1 | |
31797 | 1 | |
37673 | 1 | |
44146 | 1 | |
51713 | 1 | |
58248 | 1 | |
66482 | 1 | |
81991 | 1 | |
120305 | 1 | |
140387 | 1 |
Value | Count | Frequency (%) |
546010 | 1 | |
521486 | 1 | |
494417 | 1 | |
467143 | 1 | |
442241 | 1 | |
419968 | 1 | |
396743 | 1 | |
373529 | 1 | |
346781 | 1 | |
321098 | 1 |
유족연금
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 32 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 28746.719 |
Minimum | 1729 |
---|---|
Maximum | 78498 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 420.0 B |
Quantile statistics
Minimum | 1729 |
---|---|
5-th percentile | 2541.25 |
Q1 | 7613.25 |
median | 22426 |
Q3 | 46206.75 |
95-th percentile | 71003.05 |
Maximum | 78498 |
Range | 76769 |
Interquartile range (IQR) | 38593.5 |
Descriptive statistics
Standard deviation | 23784.89 |
---|---|
Coefficient of variation (CV) | 0.82739495 |
Kurtosis | -0.83976876 |
Mean | 28746.719 |
Median Absolute Deviation (MAD) | 17012 |
Skewness | 0.64045557 |
Sum | 919895 |
Variance | 5.6572099 × 108 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1729 | 1 | 3.1% |
26353 | 1 | 3.1% |
78498 | 1 | 3.1% |
73461 | 1 | 3.1% |
68992 | 1 | 3.1% |
64685 | 1 | 3.1% |
60266 | 1 | 3.1% |
56216 | 1 | 3.1% |
52410 | 1 | 3.1% |
48867 | 1 | 3.1% |
Other values (22) | 22 |
Value | Count | Frequency (%) |
1729 | 1 | |
2203 | 1 | |
2818 | 1 | |
3476 | 1 | |
4172 | 1 | |
4955 | 1 | |
5873 | 1 | |
6732 | 1 | |
7907 | 1 | |
9286 | 1 |
Value | Count | Frequency (%) |
78498 | 1 | |
73461 | 1 | |
68992 | 1 | |
64685 | 1 | |
60266 | 1 | |
56216 | 1 | |
52410 | 1 | |
48867 | 1 | |
45320 | 1 | |
41919 | 1 |
부양률
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 32 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 24.65 |
Minimum | 3.3 |
---|---|
Maximum | 48.8 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 420.0 B |
Quantile statistics
Minimum | 3.3 |
---|---|
5-th percentile | 4.03 |
Q1 | 12.825 |
median | 23.95 |
Q3 | 36.875 |
95-th percentile | 46.595 |
Maximum | 48.8 |
Range | 45.5 |
Interquartile range (IQR) | 24.05 |
Descriptive statistics
Standard deviation | 14.655264 |
---|---|
Coefficient of variation (CV) | 0.59453405 |
Kurtosis | -1.2400775 |
Mean | 24.65 |
Median Absolute Deviation (MAD) | 13.5 |
Skewness | 0.067932496 |
Sum | 788.8 |
Variance | 214.77677 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
3.3 | 1 | 3.1% |
26.9 | 1 | 3.1% |
48.8 | 1 | 3.1% |
47.2 | 1 | 3.1% |
46.1 | 1 | 3.1% |
44.5 | 1 | 3.1% |
43.3 | 1 | 3.1% |
42.5 | 1 | 3.1% |
40.5 | 1 | 3.1% |
38.6 | 1 | 3.1% |
Other values (22) | 22 |
Value | Count | Frequency (%) |
3.3 | 1 | |
3.7 | 1 | |
4.3 | 1 | |
5.0 | 1 | |
5.8 | 1 | |
6.5 | 1 | |
7.4 | 1 | |
9.3 | 1 | |
14.0 | 1 | |
16.5 | 1 |
Value | Count | Frequency (%) |
48.8 | 1 | |
47.2 | 1 | |
46.1 | 1 | |
44.5 | 1 | |
43.3 | 1 | |
42.5 | 1 | |
40.5 | 1 | |
38.6 | 1 | |
36.3 | 1 | |
33.8 | 1 |
연도 | 가입자수 | 합계 | 퇴직연금 | 유족연금 | 부양률 | |
---|---|---|---|---|---|---|
연도 | 1.000 | 0.875 | 0.954 | 0.970 | 0.957 | 0.979 |
가입자수 | 0.875 | 1.000 | 0.924 | 0.917 | 0.938 | 0.858 |
합계 | 0.954 | 0.924 | 1.000 | 0.993 | 0.983 | 0.990 |
퇴직연금 | 0.970 | 0.917 | 0.993 | 1.000 | 0.980 | 0.996 |
유족연금 | 0.957 | 0.938 | 0.983 | 0.980 | 1.000 | 0.979 |
부양률 | 0.979 | 0.858 | 0.990 | 0.996 | 0.979 | 1.000 |
연도 | 가입자수 | 합계 | 퇴직연금 | 유족연금 | 부양률 | |
---|---|---|---|---|---|---|
연도 | 1.000 | 0.926 | 1.000 | 1.000 | 1.000 | 1.000 |
가입자수 | 0.926 | 1.000 | 0.926 | 0.926 | 0.926 | 0.926 |
합계 | 1.000 | 0.926 | 1.000 | 1.000 | 1.000 | 1.000 |
퇴직연금 | 1.000 | 0.926 | 1.000 | 1.000 | 1.000 | 1.000 |
유족연금 | 1.000 | 0.926 | 1.000 | 1.000 | 1.000 | 1.000 |
부양률 | 1.000 | 0.926 | 1.000 | 1.000 | 1.000 | 1.000 |
연도 | 가입자수 | 합계 | 퇴직연금 | 유족연금 | 부양률 | |
---|---|---|---|---|---|---|
0 | 1991 | 884648 | 29420 | 27691 | 1729 | 3.3 |
1 | 1992 | 922098 | 34000 | 31797 | 2203 | 3.7 |
2 | 1993 | 939674 | 40491 | 37673 | 2818 | 4.3 |
3 | 1994 | 948151 | 47622 | 44146 | 3476 | 5.0 |
4 | 1995 | 957882 | 55885 | 51713 | 4172 | 5.8 |
5 | 1996 | 971303 | 63203 | 58248 | 4955 | 6.5 |
6 | 1997 | 981759 | 72355 | 66482 | 5873 | 7.4 |
7 | 1998 | 952154 | 88723 | 81991 | 6732 | 9.3 |
8 | 1999 | 913891 | 128212 | 120305 | 7907 | 14.0 |
9 | 2000 | 909155 | 149673 | 140387 | 9286 | 16.5 |
연도 | 가입자수 | 합계 | 퇴직연금 | 유족연금 | 부양률 | |
---|---|---|---|---|---|---|
22 | 2013 | 1072610 | 363017 | 321098 | 41919 | 33.8 |
23 | 2014 | 1081147 | 392101 | 346781 | 45320 | 36.3 |
24 | 2015 | 1093038 | 422396 | 373529 | 48867 | 38.6 |
25 | 2016 | 1107972 | 449153 | 396743 | 52410 | 40.5 |
26 | 2017 | 1120458 | 476184 | 419968 | 56216 | 42.5 |
27 | 2018 | 1160586 | 502507 | 442241 | 60266 | 43.3 |
28 | 2019 | 1195051 | 531828 | 467143 | 64685 | 44.5 |
29 | 2020 | 1221322 | 563409 | 494417 | 68992 | 46.1 |
30 | 2021 | 1261421 | 594947 | 521486 | 73461 | 47.2 |
31 | 2022 | 1280994 | 624508 | 546010 | 78498 | 48.8 |