Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 36 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 2.6 KiB |
Average record size in memory | 74.7 B |
Variable types
Numeric | 7 |
---|---|
Categorical | 1 |
Dataset
Description | 국민연금공단의 가입된 국민연금 가입자의 데이터를 기반으로 만들어진 국민연금 가입자의 성별, 가입종별 가입자 수 입니다. |
---|---|
Author | 국민연금공단 |
URL | https://www.data.go.kr/data/15094026/fileData.do |
계 is highly overall correlated with 사업장가입자 and 4 other fields | High correlation |
사업장가입자 is highly overall correlated with 계 and 4 other fields | High correlation |
지역 소득신고 is highly overall correlated with 임의 and 2 other fields | High correlation |
지역 납부예외 is highly overall correlated with 계 and 2 other fields | High correlation |
임의 is highly overall correlated with 계 and 4 other fields | High correlation |
임계 is highly overall correlated with 계 and 4 other fields | High correlation |
구분 is highly overall correlated with 계 and 5 other fields | High correlation |
계 has unique values | Unique |
사업장가입자 has unique values | Unique |
지역 소득신고 has unique values | Unique |
지역 납부예외 has unique values | Unique |
임의 has unique values | Unique |
임계 has unique values | Unique |
Reproduction
Analysis started | 2024-04-17 17:42:54.061920 |
---|---|
Analysis finished | 2024-04-17 17:42:58.035030 |
Duration | 3.97 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
기준년월
Real number (ℝ)
Distinct | 12 |
---|---|
Distinct (%) | 33.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 202106.5 |
Minimum | 202101 |
---|---|
Maximum | 202112 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 456.0 B |
Quantile statistics
Minimum | 202101 |
---|---|
5-th percentile | 202101 |
Q1 | 202103.75 |
median | 202106.5 |
Q3 | 202109.25 |
95-th percentile | 202112 |
Maximum | 202112 |
Range | 11 |
Interquartile range (IQR) | 5.5 |
Descriptive statistics
Standard deviation | 3.5010203 |
---|---|
Coefficient of variation (CV) | 1.732265 × 10-5 |
Kurtosis | -1.217232 |
Mean | 202106.5 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 0 |
Sum | 7275834 |
Variance | 12.257143 |
Monotonicity | Decreasing |
Value | Count | Frequency (%) |
202112 | 3 | |
202111 | 3 | |
202110 | 3 | |
202109 | 3 | |
202108 | 3 | |
202107 | 3 | |
202106 | 3 | |
202105 | 3 | |
202104 | 3 | |
202103 | 3 | |
Other values (2) | 6 |
Value | Count | Frequency (%) |
202101 | 3 | |
202102 | 3 | |
202103 | 3 | |
202104 | 3 | |
202105 | 3 | |
202106 | 3 | |
202107 | 3 | |
202108 | 3 | |
202109 | 3 | |
202110 | 3 |
Value | Count | Frequency (%) |
202112 | 3 | |
202111 | 3 | |
202110 | 3 | |
202109 | 3 | |
202108 | 3 | |
202107 | 3 | |
202106 | 3 | |
202105 | 3 | |
202104 | 3 | |
202103 | 3 |
구분
Categorical
HIGH CORRELATION
 
Distinct | 3 |
---|---|
Distinct (%) | 8.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 420.0 B |
계 | |
---|---|
남자 | |
여자 |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 1.6666667 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 계 |
---|---|
2nd row | 남자 |
3rd row | 여자 |
4th row | 계 |
5th row | 남자 |
Common Values
Value | Count | Frequency (%) |
계 | 12 | |
남자 | 12 | |
여자 | 12 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
계 | 12 | |
남자 | 12 | |
여자 | 12 |
계
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 36 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 14717361 |
Minimum | 9916601 |
---|---|
Maximum | 22347586 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 456.0 B |
Quantile statistics
Minimum | 9916601 |
---|---|
5-th percentile | 9937531.5 |
Q1 | 10106074 |
median | 12026484 |
Q3 | 21961822 |
95-th percentile | 22161520 |
Maximum | 22347586 |
Range | 12430985 |
Interquartile range (IQR) | 11855748 |
Descriptive statistics
Standard deviation | 5342627.3 |
---|---|
Coefficient of variation (CV) | 0.3630153 |
Kurtosis | -1.5421731 |
Mean | 14717361 |
Median Absolute Deviation (MAD) | 1968212.5 |
Skewness | 0.65932756 |
Sum | 5.2982499 × 108 |
Variance | 2.8543666 × 1013 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
22347586 | 1 | 2.8% |
12021137 | 1 | 2.8% |
21999490 | 1 | 2.8% |
12004518 | 1 | 2.8% |
9994972 | 1 | 2.8% |
21992493 | 1 | 2.8% |
12013168 | 1 | 2.8% |
9979325 | 1 | 2.8% |
21886867 | 1 | 2.8% |
11970266 | 1 | 2.8% |
Other values (26) | 26 |
Value | Count | Frequency (%) |
9916601 | 1 | |
9927036 | 1 | |
9941030 | 1 | |
9979325 | 1 | |
9994972 | 1 | |
10039393 | 1 | |
10077149 | 1 | |
10079662 | 1 | |
10088258 | 1 | |
10112012 | 1 |
Value | Count | Frequency (%) |
22347586 | 1 | |
22169342 | 1 | |
22158912 | 1 | |
22157234 | 1 | |
22132550 | 1 | |
22108067 | 1 | |
22060530 | 1 | |
21999490 | 1 | |
21992493 | 1 | |
21951598 | 1 |
사업장가입자
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 36 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9616979.9 |
Minimum | 5946567 |
---|---|
Maximum | 14621411 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 456.0 B |
Quantile statistics
Minimum | 5946567 |
---|---|
5-th percentile | 5970035 |
Q1 | 6176003.5 |
median | 8341876 |
Q3 | 14257523 |
95-th percentile | 14578253 |
Maximum | 14621411 |
Range | 8674844 |
Interquartile range (IQR) | 8081519.5 |
Descriptive statistics
Standard deviation | 3573012.5 |
---|---|
Coefficient of variation (CV) | 0.37153166 |
Kurtosis | -1.5385284 |
Mean | 9616979.9 |
Median Absolute Deviation (MAD) | 2234992.5 |
Skewness | 0.52033548 |
Sum | 3.4621128 × 108 |
Variance | 1.2766418 × 1013 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
14580825 | 1 | 2.8% |
8327608 | 1 | 2.8% |
14382818 | 1 | 2.8% |
8320987 | 1 | 2.8% |
6061831 | 1 | 2.8% |
14332316 | 1 | 2.8% |
8305103 | 1 | 2.8% |
6027213 | 1 | 2.8% |
14230373 | 1 | 2.8% |
8259166 | 1 | 2.8% |
Other values (26) | 26 |
Value | Count | Frequency (%) |
5946567 | 1 | |
5966519 | 1 | |
5971207 | 1 | |
6027213 | 1 | |
6061831 | 1 | |
6092291 | 1 | |
6121476 | 1 | |
6136240 | 1 | |
6165862 | 1 | |
6179384 | 1 |
Value | Count | Frequency (%) |
14621411 | 1 | |
14580825 | 1 | |
14577396 | 1 | |
14533341 | 1 | |
14506112 | 1 | |
14477620 | 1 | |
14419899 | 1 | |
14382818 | 1 | |
14332316 | 1 | |
14232592 | 1 |
지역 소득신고
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 36 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2431560.1 |
Minimum | 1706612 |
---|---|
Maximum | 3742040 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 456.0 B |
Quantile statistics
Minimum | 1706612 |
---|---|
5-th percentile | 1724585.2 |
Q1 | 1803745 |
median | 1880072.5 |
Q3 | 3586470 |
95-th percentile | 3720258.8 |
Maximum | 3742040 |
Range | 2035428 |
Interquartile range (IQR) | 1782725 |
Descriptive statistics
Standard deviation | 874332.45 |
---|---|
Coefficient of variation (CV) | 0.35957674 |
Kurtosis | -1.525639 |
Mean | 2431560.1 |
Median Absolute Deviation (MAD) | 114549.5 |
Skewness | 0.73125998 |
Sum | 87536164 |
Variance | 7.6445724 × 1011 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3742040 | 1 | 2.8% |
1758605 | 1 | 2.8% |
3655570 | 1 | 2.8% |
1772441 | 1 | 2.8% |
1883129 | 1 | 2.8% |
3674932 | 1 | 2.8% |
1783804 | 1 | 2.8% |
1891128 | 1 | 2.8% |
3679475 | 1 | 2.8% |
1789633 | 1 | 2.8% |
Other values (26) | 26 |
Value | Count | Frequency (%) |
1706612 | 1 | |
1719492 | 1 | |
1726283 | 1 | |
1737047 | 1 | |
1752322 | 1 | |
1758605 | 1 | |
1772441 | 1 | |
1783804 | 1 | |
1789633 | 1 | |
1808449 | 1 |
Value | Count | Frequency (%) |
3742040 | 1 | |
3741948 | 1 | |
3713029 | 1 | |
3679475 | 1 | |
3674932 | 1 | |
3655570 | 1 | |
3631199 | 1 | |
3629338 | 1 | |
3602265 | 1 | |
3581205 | 1 |
지역 납부예외
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 36 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2047879.4 |
Minimum | 1354100 |
---|---|
Maximum | 3104084 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 456.0 B |
Quantile statistics
Minimum | 1354100 |
---|---|
5-th percentile | 1356409.5 |
Q1 | 1380503.8 |
median | 1703388 |
Q3 | 3058747.5 |
95-th percentile | 3089658 |
Maximum | 3104084 |
Range | 1749984 |
Interquartile range (IQR) | 1678243.8 |
Descriptive statistics
Standard deviation | 747290 |
---|---|
Coefficient of variation (CV) | 0.36490917 |
Kurtosis | -1.5418193 |
Mean | 2047879.4 |
Median Absolute Deviation (MAD) | 333905 |
Skewness | 0.62691039 |
Sum | 73723660 |
Variance | 5.5844234 × 1011 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3084969 | 1 | 2.8% |
1699712 | 1 | 2.8% |
3033001 | 1 | 2.8% |
1678901 | 1 | 2.8% |
1354100 | 1 | 2.8% |
3061238 | 1 | 2.8% |
1693258 | 1 | 2.8% |
1367980 | 1 | 2.8% |
3059769 | 1 | 2.8% |
1692471 | 1 | 2.8% |
Other values (26) | 26 |
Value | Count | Frequency (%) |
1354100 | 1 | |
1354266 | 1 | |
1357124 | 1 | |
1357475 | 1 | |
1367298 | 1 | |
1367980 | 1 | |
1370986 | 1 | |
1372298 | 1 | |
1373567 | 1 | |
1382816 | 1 |
Value | Count | Frequency (%) |
3104084 | 1 | |
3095370 | 1 | |
3087754 | 1 | |
3084969 | 1 | |
3083816 | 1 | |
3073279 | 1 | |
3064210 | 1 | |
3061238 | 1 | |
3059769 | 1 | |
3058407 | 1 |
임의
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 36 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 255070.5 |
Minimum | 54429 |
---|---|
Maximum | 396632 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 456.0 B |
Quantile statistics
Minimum | 54429 |
---|---|
5-th percentile | 56139 |
Q1 | 60064.5 |
median | 324945 |
Q3 | 377869.5 |
95-th percentile | 388756 |
Maximum | 396632 |
Range | 342203 |
Interquartile range (IQR) | 317805 |
Descriptive statistics
Standard deviation | 143179.32 |
---|---|
Coefficient of variation (CV) | 0.56133233 |
Kurtosis | -1.5419101 |
Mean | 255070.5 |
Median Absolute Deviation (MAD) | 59043.5 |
Skewness | -0.63959624 |
Sum | 9182538 |
Variance | 2.0500317 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
396632 | 1 | 2.8% |
58395 | 1 | 2.8% |
381157 | 1 | 2.8% |
57374 | 1 | 2.8% |
323783 | 1 | 2.8% |
379206 | 1 | 2.8% |
56585 | 1 | 2.8% |
322621 | 1 | 2.8% |
377424 | 1 | 2.8% |
56281 | 1 | 2.8% |
Other values (26) | 26 |
Value | Count | Frequency (%) |
54429 | 1 | |
55713 | 1 | |
56281 | 1 | |
56585 | 1 | |
57374 | 1 | |
58395 | 1 | |
58784 | 1 | |
59393 | 1 | |
59472 | 1 | |
60262 | 1 |
Value | Count | Frequency (%) |
396632 | 1 | |
391555 | 1 | |
387823 | 1 | |
385795 | 1 | |
384313 | 1 | |
384144 | 1 | |
383833 | 1 | |
381157 | 1 | |
379206 | 1 | |
377424 | 1 |
임계
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 36 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 365870.94 |
Minimum | 171202 |
---|---|
Maximum | 562359 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 456.0 B |
Quantile statistics
Minimum | 171202 |
---|---|
5-th percentile | 173390 |
Q1 | 177382.5 |
median | 373660.5 |
Q3 | 541389 |
95-th percentile | 556021.5 |
Maximum | 562359 |
Range | 391157 |
Interquartile range (IQR) | 364006.5 |
Descriptive statistics
Standard deviation | 154778.76 |
---|---|
Coefficient of variation (CV) | 0.42304195 |
Kurtosis | -1.539363 |
Mean | 365870.94 |
Median Absolute Deviation (MAD) | 174797 |
Skewness | -0.073632857 |
Sum | 13171354 |
Variance | 2.3956464 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
543120 | 1 | 2.8% |
176817 | 1 | 2.8% |
546944 | 1 | 2.8% |
174815 | 1 | 2.8% |
372129 | 1 | 2.8% |
544801 | 1 | 2.8% |
174418 | 1 | 2.8% |
370383 | 1 | 2.8% |
539826 | 1 | 2.8% |
172715 | 1 | 2.8% |
Other values (26) | 26 |
Value | Count | Frequency (%) |
171202 | 1 | |
172715 | 1 | |
173615 | 1 | |
173928 | 1 | |
174407 | 1 | |
174418 | 1 | |
174815 | 1 | |
176713 | 1 | |
176817 | 1 | |
177571 | 1 |
Value | Count | Frequency (%) |
562359 | 1 | |
560400 | 1 | |
554562 | 1 | |
553275 | 1 | |
552009 | 1 | |
549971 | 1 | |
546944 | 1 | |
544801 | 1 | |
543120 | 1 | |
540812 | 1 |
기준년월 | 구분 | 계 | 사업장가입자 | 지역 소득신고 | 지역 납부예외 | 임의 | 임계 | |
---|---|---|---|---|---|---|---|---|
기준년월 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
구분 | 0.000 | 1.000 | 1.000 | 1.000 | 0.947 | 1.000 | 1.000 | 1.000 |
계 | 0.000 | 1.000 | 1.000 | 1.000 | 0.949 | 1.000 | 1.000 | 1.000 |
사업장가입자 | 0.000 | 1.000 | 1.000 | 1.000 | 0.941 | 1.000 | 1.000 | 1.000 |
지역 소득신고 | 0.000 | 0.947 | 0.949 | 0.941 | 1.000 | 0.680 | 0.719 | 0.792 |
지역 납부예외 | 0.000 | 1.000 | 1.000 | 1.000 | 0.680 | 1.000 | 0.978 | 0.978 |
임의 | 0.000 | 1.000 | 1.000 | 1.000 | 0.719 | 0.978 | 1.000 | 0.978 |
임계 | 0.000 | 1.000 | 1.000 | 1.000 | 0.792 | 0.978 | 0.978 | 1.000 |
기준년월 | 계 | 사업장가입자 | 지역 소득신고 | 지역 납부예외 | 임의 | 임계 | 구분 | |
---|---|---|---|---|---|---|---|---|
기준년월 | 1.000 | 0.295 | 0.325 | -0.186 | -0.026 | 0.325 | 0.169 | 0.000 |
계 | 0.295 | 1.000 | 0.989 | 0.398 | 0.910 | 0.541 | 0.503 | 1.000 |
사업장가입자 | 0.325 | 0.989 | 1.000 | 0.374 | 0.882 | 0.550 | 0.507 | 1.000 |
지역 소득신고 | -0.186 | 0.398 | 0.374 | 1.000 | 0.476 | 0.830 | 0.806 | 0.720 |
지역 납부예외 | -0.026 | 0.910 | 0.882 | 0.476 | 1.000 | 0.440 | 0.441 | 0.985 |
임의 | 0.325 | 0.541 | 0.550 | 0.830 | 0.440 | 1.000 | 0.944 | 0.985 |
임계 | 0.169 | 0.503 | 0.507 | 0.806 | 0.441 | 0.944 | 1.000 | 0.985 |
구분 | 0.000 | 1.000 | 1.000 | 0.720 | 0.985 | 0.985 | 0.985 | 1.000 |
기준년월 | 구분 | 계 | 사업장가입자 | 지역 소득신고 | 지역 납부예외 | 임의 | 임계 | |
---|---|---|---|---|---|---|---|---|
0 | 202112 | 계 | 22347586 | 14580825 | 3742040 | 3084969 | 396632 | 543120 |
1 | 202112 | 남자 | 12169557 | 8401441 | 1819617 | 1713983 | 63314 | 171202 |
2 | 202112 | 여자 | 10178029 | 6179384 | 1922423 | 1370986 | 333318 | 371918 |
3 | 202111 | 계 | 22169342 | 14621411 | 3547998 | 3058407 | 391555 | 549971 |
4 | 202111 | 남자 | 12057330 | 8410748 | 1706612 | 1704141 | 61422 | 174407 |
5 | 202111 | 여자 | 10112012 | 6210663 | 1841386 | 1354266 | 330133 | 375564 |
6 | 202110 | 계 | 22158912 | 14577396 | 3569083 | 3064210 | 387823 | 560400 |
7 | 202110 | 남자 | 12045899 | 8380220 | 1719492 | 1707086 | 60262 | 178839 |
8 | 202110 | 여자 | 10113013 | 6197176 | 1849591 | 1357124 | 327561 | 381561 |
9 | 202109 | 계 | 22108067 | 14533341 | 3581205 | 3055933 | 384313 | 553275 |
기준년월 | 구분 | 계 | 사업장가입자 | 지역 소득신고 | 지역 납부예외 | 임의 | 임계 | |
---|---|---|---|---|---|---|---|---|
26 | 202104 | 여자 | 9979325 | 6027213 | 1891128 | 1367980 | 322621 | 370383 |
27 | 202103 | 계 | 21886867 | 14230373 | 3679475 | 3059769 | 377424 | 539826 |
28 | 202103 | 남자 | 11970266 | 8259166 | 1789633 | 1692471 | 56281 | 172715 |
29 | 202103 | 여자 | 9916601 | 5971207 | 1889842 | 1367298 | 321143 | 367111 |
30 | 202102 | 계 | 21947828 | 14232592 | 3713029 | 3087754 | 373641 | 540812 |
31 | 202102 | 남자 | 12006798 | 8266073 | 1808449 | 1702635 | 55713 | 173928 |
32 | 202102 | 여자 | 9941030 | 5966519 | 1904580 | 1385119 | 317928 | 366884 |
33 | 202101 | 계 | 21951598 | 14210936 | 3741948 | 3095370 | 365746 | 537598 |
34 | 202101 | 남자 | 12024562 | 8264369 | 1825754 | 1706395 | 54429 | 173615 |
35 | 202101 | 여자 | 9927036 | 5946567 | 1916194 | 1388975 | 311317 | 363983 |