Dataset statistics
Number of variables | 18 |
---|---|
Number of observations | 34 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 5.4 KiB |
Average record size in memory | 163.9 B |
Variable types
Text | 1 |
---|---|
Categorical | 2 |
Numeric | 15 |
Dataset
Description | 공무원의 직종별(정무직,별정직,일반직,경찰,소방,교육직,연구직 등), 지역별(서울, 부산,대전, 대구, 제주 등) 공무원연금 가입자 수 데이터입니다. |
---|---|
URL | https://www.data.go.kr/data/15053030/fileData.do |
계 is highly overall correlated with 별정직 and 9 other fields | High correlation |
정무직 is highly overall correlated with 별정직 and 4 other fields | High correlation |
별정직 is highly overall correlated with 계 and 10 other fields | High correlation |
일반직 is highly overall correlated with 계 and 6 other fields | High correlation |
경찰 is highly overall correlated with 계 and 10 other fields | High correlation |
소방 is highly overall correlated with 계 and 7 other fields | High correlation |
교육직 is highly overall correlated with 계 and 3 other fields | High correlation |
법관검사 is highly overall correlated with 계 and 7 other fields | High correlation |
기능직 is highly overall correlated with 군무원 | High correlation |
공안직 is highly overall correlated with 계 and 6 other fields | High correlation |
연구직 is highly overall correlated with 법관검사 and 3 other fields | High correlation |
계약직 is highly overall correlated with 계 and 8 other fields | High correlation |
공중보건의 is highly overall correlated with 별정직 and 2 other fields | High correlation |
기타 is highly overall correlated with 계 and 9 other fields | High correlation |
남녀구분 is highly overall correlated with 경찰 and 2 other fields | High correlation |
군무원 is highly overall correlated with 계 and 12 other fields | High correlation |
군무원 is highly imbalanced (75.9%) | Imbalance |
계 has unique values | Unique |
일반직 has unique values | Unique |
경찰 has unique values | Unique |
교육직 has unique values | Unique |
공안직 has unique values | Unique |
기타 has unique values | Unique |
정무직 has 11 (32.4%) zeros | Zeros |
법관검사 has 2 (5.9%) zeros | Zeros |
기능직 has 22 (64.7%) zeros | Zeros |
공중보건의 has 17 (50.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 11:04:17.752609 |
---|---|
Analysis finished | 2023-12-12 11:04:52.316464 |
Duration | 34.56 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
구분
Text
Distinct | 17 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 404.0 B |
Value | Count | Frequency (%) |
서울 | 2 | 5.9% |
강원 | 2 | 5.9% |
전남 | 2 | 5.9% |
전북 | 2 | 5.9% |
경남 | 2 | 5.9% |
경북 | 2 | 5.9% |
충남 | 2 | 5.9% |
충북 | 2 | 5.9% |
경기 | 2 | 5.9% |
부산 | 2 | 5.9% |
Other values (7) | 14 |
Most occurring characters
Value | Count | Frequency (%) |
전 | 6 | 8.8% |
경 | 6 | 8.8% |
남 | 6 | 8.8% |
북 | 6 | 8.8% |
산 | 4 | 5.9% |
대 | 4 | 5.9% |
충 | 4 | 5.9% |
주 | 4 | 5.9% |
울 | 4 | 5.9% |
원 | 2 | 2.9% |
Other values (11) | 22 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 68 |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
전 | 6 | 8.8% |
경 | 6 | 8.8% |
남 | 6 | 8.8% |
북 | 6 | 8.8% |
산 | 4 | 5.9% |
대 | 4 | 5.9% |
충 | 4 | 5.9% |
주 | 4 | 5.9% |
울 | 4 | 5.9% |
원 | 2 | 2.9% |
Other values (11) | 22 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 68 |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
전 | 6 | 8.8% |
경 | 6 | 8.8% |
남 | 6 | 8.8% |
북 | 6 | 8.8% |
산 | 4 | 5.9% |
대 | 4 | 5.9% |
충 | 4 | 5.9% |
주 | 4 | 5.9% |
울 | 4 | 5.9% |
원 | 2 | 2.9% |
Other values (11) | 22 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 68 |
Most frequent character per block
Hangul
Value | Count | Frequency (%) |
전 | 6 | 8.8% |
경 | 6 | 8.8% |
남 | 6 | 8.8% |
북 | 6 | 8.8% |
산 | 4 | 5.9% |
대 | 4 | 5.9% |
충 | 4 | 5.9% |
주 | 4 | 5.9% |
울 | 4 | 5.9% |
원 | 2 | 2.9% |
Other values (11) | 22 |
남녀구분
Categorical
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | 5.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 404.0 B |
남 | |
---|---|
여 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 남 |
---|---|
2nd row | 여 |
3rd row | 남 |
4th row | 여 |
5th row | 남 |
Common Values
Value | Count | Frequency (%) |
남 | 17 | |
여 | 17 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
남 | 17 | |
여 | 17 |
계
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 34 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 37676.294 |
Minimum | 9008 |
---|---|
Maximum | 134187 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 9008 |
---|---|
5-th percentile | 11146.35 |
Q1 | 22336.5 |
median | 29300 |
Q3 | 35864.5 |
95-th percentile | 118981.7 |
Maximum | 134187 |
Range | 125179 |
Interquartile range (IQR) | 13528 |
Descriptive statistics
Standard deviation | 32191.757 |
---|---|
Coefficient of variation (CV) | 0.85443003 |
Kurtosis | 3.9138328 |
Mean | 37676.294 |
Median Absolute Deviation (MAD) | 6939 |
Skewness | 2.2135217 |
Sum | 1280994 |
Variance | 1.0363092 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
126471 | 1 | 2.9% |
37560 | 1 | 2.9% |
23696 | 1 | 2.9% |
22075 | 1 | 2.9% |
29853 | 1 | 2.9% |
26842 | 1 | 2.9% |
36017 | 1 | 2.9% |
29802 | 1 | 2.9% |
38521 | 1 | 2.9% |
32424 | 1 | 2.9% |
Other values (24) | 24 |
Value | Count | Frequency (%) |
9008 | 1 | |
10926 | 1 | |
11265 | 1 | |
13074 | 1 | |
14392 | 1 | |
18141 | 1 | |
19469 | 1 | |
22075 | 1 | |
22139 | 1 | |
22929 | 1 |
Value | Count | Frequency (%) |
134187 | 1 | |
126471 | 1 | |
114949 | 1 | |
108706 | 1 | |
39996 | 1 | |
38521 | 1 | |
38358 | 1 | |
37560 | 1 | |
36017 | 1 | |
35407 | 1 |
정무직
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 8 |
---|---|
Distinct (%) | 23.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5.0882353 |
Minimum | 0 |
---|---|
Maximum | 61 |
Zeros | 11 |
Zeros (%) | 32.4% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 2 |
Q3 | 2 |
95-th percentile | 26.85 |
Maximum | 61 |
Range | 61 |
Interquartile range (IQR) | 2 |
Descriptive statistics
Standard deviation | 12.884963 |
---|---|
Coefficient of variation (CV) | 2.5323049 |
Kurtosis | 13.695867 |
Mean | 5.0882353 |
Median Absolute Deviation (MAD) | 1 |
Skewness | 3.7273616 |
Sum | 173 |
Variance | 166.02228 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2 | 11 | |
0 | 11 | |
1 | 4 | 11.8% |
3 | 3 | 8.8% |
7 | 2 | 5.9% |
61 | 1 | 2.9% |
47 | 1 | 2.9% |
16 | 1 | 2.9% |
Value | Count | Frequency (%) |
0 | 11 | |
1 | 4 | 11.8% |
2 | 11 | |
3 | 3 | 8.8% |
7 | 2 | 5.9% |
16 | 1 | 2.9% |
47 | 1 | 2.9% |
61 | 1 | 2.9% |
Value | Count | Frequency (%) |
61 | 1 | 2.9% |
47 | 1 | 2.9% |
16 | 1 | 2.9% |
7 | 2 | 5.9% |
3 | 3 | 8.8% |
2 | 11 | |
1 | 4 | 11.8% |
0 | 11 |
별정직
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 28 |
---|---|
Distinct (%) | 82.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 48.323529 |
Minimum | 1 |
---|---|
Maximum | 517 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 3.65 |
Q1 | 7.5 |
median | 21 |
Q3 | 36 |
95-th percentile | 183.05 |
Maximum | 517 |
Range | 516 |
Interquartile range (IQR) | 28.5 |
Descriptive statistics
Standard deviation | 98.406923 |
---|---|
Coefficient of variation (CV) | 2.0364184 |
Kurtosis | 17.042358 |
Mean | 48.323529 |
Median Absolute Deviation (MAD) | 14.5 |
Skewness | 4.0056309 |
Sum | 1643 |
Variance | 9683.9225 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
5 | 3 | 8.8% |
49 | 2 | 5.9% |
36 | 2 | 5.9% |
7 | 2 | 5.9% |
16 | 2 | 5.9% |
517 | 1 | 2.9% |
119 | 1 | 2.9% |
18 | 1 | 2.9% |
1 | 1 | 2.9% |
6 | 1 | 2.9% |
Other values (18) | 18 |
Value | Count | Frequency (%) |
1 | 1 | 2.9% |
3 | 1 | 2.9% |
4 | 1 | 2.9% |
5 | 3 | |
6 | 1 | 2.9% |
7 | 2 | |
9 | 1 | 2.9% |
12 | 1 | 2.9% |
15 | 1 | 2.9% |
16 | 2 |
Value | Count | Frequency (%) |
517 | 1 | |
302 | 1 | |
119 | 1 | |
84 | 1 | |
51 | 1 | |
49 | 2 | |
37 | 1 | |
36 | 2 | |
34 | 1 | |
33 | 1 |
일반직
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 34 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 15157.971 |
Minimum | 3555 |
---|---|
Maximum | 47319 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 3555 |
---|---|
5-th percentile | 4019.65 |
Q1 | 10178.25 |
median | 12127 |
Q3 | 14975.25 |
95-th percentile | 42000.35 |
Maximum | 47319 |
Range | 43764 |
Interquartile range (IQR) | 4797 |
Descriptive statistics
Standard deviation | 10905.455 |
---|---|
Coefficient of variation (CV) | 0.71945351 |
Kurtosis | 3.6616187 |
Mean | 15157.971 |
Median Absolute Deviation (MAD) | 2745 |
Skewness | 2.0431533 |
Sum | 515371 |
Variance | 1.1892895 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
36955 | 1 | 2.9% |
14996 | 1 | 2.9% |
10045 | 1 | 2.9% |
9357 | 1 | 2.9% |
12271 | 1 | 2.9% |
11675 | 1 | 2.9% |
16441 | 1 | 2.9% |
14847 | 1 | 2.9% |
16321 | 1 | 2.9% |
13496 | 1 | 2.9% |
Other values (24) | 24 |
Value | Count | Frequency (%) |
3555 | 1 | |
3759 | 1 | |
4160 | 1 | |
4680 | 1 | |
8197 | 1 | |
8488 | 1 | |
9357 | 1 | |
9423 | 1 | |
10045 | 1 | |
10578 | 1 |
Value | Count | Frequency (%) |
47319 | 1 | |
46707 | 1 | |
39466 | 1 | |
36955 | 1 | |
18681 | 1 | |
16441 | 1 | |
16321 | 1 | |
15754 | 1 | |
14996 | 1 | |
14913 | 1 |
경찰
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 34 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4228.2647 |
Minimum | 119 |
---|---|
Maximum | 26975 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 119 |
---|---|
5-th percentile | 490.85 |
Q1 | 822 |
median | 2682.5 |
Q3 | 5229 |
95-th percentile | 13694.15 |
Maximum | 26975 |
Range | 26856 |
Interquartile range (IQR) | 4407 |
Descriptive statistics
Standard deviation | 5785.7072 |
---|---|
Coefficient of variation (CV) | 1.3683408 |
Kurtosis | 8.8420916 |
Mean | 4228.2647 |
Median Absolute Deviation (MAD) | 2043.5 |
Skewness | 2.8414125 |
Sum | 143761 |
Variance | 33474407 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
26975 | 1 | 2.9% |
6696 | 1 | 2.9% |
3457 | 1 | 2.9% |
574 | 1 | 2.9% |
5284 | 1 | 2.9% |
888 | 1 | 2.9% |
5628 | 1 | 2.9% |
911 | 1 | 2.9% |
1095 | 1 | 2.9% |
5064 | 1 | 2.9% |
Other values (24) | 24 |
Value | Count | Frequency (%) |
119 | 1 | |
446 | 1 | |
515 | 1 | |
520 | 1 | |
566 | 1 | |
574 | 1 | |
704 | 1 | |
756 | 1 | |
800 | 1 | |
888 | 1 |
Value | Count | Frequency (%) |
26975 | 1 | |
22137 | 1 | |
9148 | 1 | |
8711 | 1 | |
7110 | 1 | |
6696 | 1 | |
6115 | 1 | |
5628 | 1 | |
5284 | 1 | |
5064 | 1 |
소방
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 33 |
---|---|
Distinct (%) | 97.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1886 |
Minimum | 82 |
---|---|
Maximum | 9419 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 82 |
---|---|
5-th percentile | 98.5 |
Q1 | 314.75 |
median | 943.5 |
Q3 | 3017.25 |
95-th percentile | 5554.1 |
Maximum | 9419 |
Range | 9337 |
Interquartile range (IQR) | 2702.5 |
Descriptive statistics
Standard deviation | 2175.3321 |
---|---|
Coefficient of variation (CV) | 1.1534105 |
Kurtosis | 3.2967742 |
Mean | 1886 |
Median Absolute Deviation (MAD) | 756 |
Skewness | 1.7207181 |
Sum | 64124 |
Variance | 4732069.8 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
135 | 2 | 5.9% |
6689 | 1 | 2.9% |
378 | 1 | 2.9% |
3479 | 1 | 2.9% |
597 | 1 | 2.9% |
4943 | 1 | 2.9% |
557 | 1 | 2.9% |
4749 | 1 | 2.9% |
429 | 1 | 2.9% |
332 | 1 | 2.9% |
Other values (23) | 23 |
Value | Count | Frequency (%) |
82 | 1 | |
92 | 1 | |
102 | 1 | |
135 | 2 | |
240 | 1 | |
276 | 1 | |
280 | 1 | |
309 | 1 | |
332 | 1 | |
378 | 1 |
Value | Count | Frequency (%) |
9419 | 1 | |
6689 | 1 | |
4943 | 1 | |
4749 | 1 | |
3921 | 1 | |
3822 | 1 | |
3479 | 1 | |
3302 | 1 | |
3035 | 1 | |
2964 | 1 |
교육직
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 34 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 11138.5 |
Minimum | 1281 |
---|---|
Maximum | 73117 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 1281 |
---|---|
5-th percentile | 2160.45 |
Q1 | 5317.25 |
median | 7727 |
Q3 | 11974 |
95-th percentile | 26723.5 |
Maximum | 73117 |
Range | 71836 |
Interquartile range (IQR) | 6656.75 |
Descriptive statistics
Standard deviation | 13015.882 |
---|---|
Coefficient of variation (CV) | 1.1685489 |
Kurtosis | 16.304534 |
Mean | 11138.5 |
Median Absolute Deviation (MAD) | 3443 |
Skewness | 3.7549362 |
Sum | 378709 |
Variance | 1.6941318 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
9205 | 1 | 2.9% |
8467 | 1 | 2.9% |
5513 | 1 | 2.9% |
10046 | 1 | 2.9% |
6756 | 1 | 2.9% |
12162 | 1 | 2.9% |
6708 | 1 | 2.9% |
12185 | 1 | 2.9% |
18907 | 1 | 2.9% |
6156 | 1 | 2.9% |
Other values (24) | 24 |
Value | Count | Frequency (%) |
1281 | 1 | |
1970 | 1 | |
2263 | 1 | |
3457 | 1 | |
3538 | 1 | |
4018 | 1 | |
4217 | 1 | |
4899 | 1 | |
5252 | 1 | |
5513 | 1 |
Value | Count | Frequency (%) |
73117 | 1 | |
39704 | 1 | |
19734 | 1 | |
18907 | 1 | |
15212 | 1 | |
14812 | 1 | |
13259 | 1 | |
12185 | 1 | |
12162 | 1 | |
11410 | 1 |
법관검사
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 31 |
---|---|
Distinct (%) | 91.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 159.67647 |
Minimum | 0 |
---|---|
Maximum | 1493 |
Zeros | 2 |
Zeros (%) | 5.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 9.1 |
Q1 | 22.25 |
median | 51.5 |
Q3 | 155.75 |
95-th percentile | 647.3 |
Maximum | 1493 |
Range | 1493 |
Interquartile range (IQR) | 133.5 |
Descriptive statistics
Standard deviation | 288.67143 |
---|---|
Coefficient of variation (CV) | 1.807852 |
Kurtosis | 14.158361 |
Mean | 159.67647 |
Median Absolute Deviation (MAD) | 37 |
Skewness | 3.5200582 |
Sum | 5429 |
Variance | 83331.195 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
22 | 2 | 5.9% |
21 | 2 | 5.9% |
0 | 2 | 5.9% |
16 | 1 | 2.9% |
64 | 1 | 2.9% |
34 | 1 | 2.9% |
23 | 1 | 2.9% |
33 | 1 | 2.9% |
1493 | 1 | 2.9% |
55 | 1 | 2.9% |
Other values (21) | 21 |
Value | Count | Frequency (%) |
0 | 2 | |
14 | 1 | |
15 | 1 | |
16 | 1 | |
21 | 2 | |
22 | 2 | |
23 | 1 | |
29 | 1 | |
31 | 1 | |
33 | 1 |
Value | Count | Frequency (%) |
1493 | 1 | |
763 | 1 | |
585 | 1 | |
347 | 1 | |
307 | 1 | |
220 | 1 | |
219 | 1 | |
213 | 1 | |
170 | 1 | |
113 | 1 |
기능직
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 10 |
---|---|
Distinct (%) | 29.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.8823529 |
Minimum | 0 |
---|---|
Maximum | 17 |
Zeros | 22 |
Zeros (%) | 64.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 2.75 |
95-th percentile | 8.4 |
Maximum | 17 |
Range | 17 |
Interquartile range (IQR) | 2.75 |
Descriptive statistics
Standard deviation | 3.7153629 |
---|---|
Coefficient of variation (CV) | 1.9737865 |
Kurtosis | 8.2544143 |
Mean | 1.8823529 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 2.7125547 |
Sum | 64 |
Variance | 13.803922 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 22 | |
4 | 2 | 5.9% |
1 | 2 | 5.9% |
3 | 2 | 5.9% |
17 | 1 | 2.9% |
11 | 1 | 2.9% |
5 | 1 | 2.9% |
7 | 1 | 2.9% |
2 | 1 | 2.9% |
6 | 1 | 2.9% |
Value | Count | Frequency (%) |
0 | 22 | |
1 | 2 | 5.9% |
2 | 1 | 2.9% |
3 | 2 | 5.9% |
4 | 2 | 5.9% |
5 | 1 | 2.9% |
6 | 1 | 2.9% |
7 | 1 | 2.9% |
11 | 1 | 2.9% |
17 | 1 | 2.9% |
Value | Count | Frequency (%) |
17 | 1 | 2.9% |
11 | 1 | 2.9% |
7 | 1 | 2.9% |
6 | 1 | 2.9% |
5 | 1 | 2.9% |
4 | 2 | 5.9% |
3 | 2 | 5.9% |
2 | 1 | 2.9% |
1 | 2 | 5.9% |
0 | 22 |
공안직
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 34 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1107.7059 |
Minimum | 1 |
---|---|
Maximum | 7198 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 62.25 |
Q1 | 148.75 |
median | 315 |
Q3 | 928.75 |
95-th percentile | 4677.45 |
Maximum | 7198 |
Range | 7197 |
Interquartile range (IQR) | 780 |
Descriptive statistics
Standard deviation | 1727.5188 |
---|---|
Coefficient of variation (CV) | 1.5595465 |
Kurtosis | 4.7112693 |
Mean | 1107.7059 |
Median Absolute Deviation (MAD) | 222 |
Skewness | 2.2257483 |
Sum | 37662 |
Variance | 2984321.3 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4136 | 1 | 2.9% |
400 | 1 | 2.9% |
319 | 1 | 2.9% |
184 | 1 | 2.9% |
185 | 1 | 2.9% |
103 | 1 | 2.9% |
164 | 1 | 2.9% |
92 | 1 | 2.9% |
222 | 1 | 2.9% |
311 | 1 | 2.9% |
Other values (24) | 24 |
Value | Count | Frequency (%) |
1 | 1 | |
7 | 1 | |
92 | 1 | |
94 | 1 | |
103 | 1 | |
121 | 1 | |
131 | 1 | |
142 | 1 | |
147 | 1 | |
154 | 1 |
Value | Count | Frequency (%) |
7198 | 1 | |
5683 | 1 | |
4136 | 1 | |
3127 | 1 | |
3126 | 1 | |
2971 | 1 | |
2185 | 1 | |
1213 | 1 | |
935 | 1 | |
910 | 1 |
군무원
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 3 |
---|---|
Distinct (%) | 8.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 404.0 B |
0 | |
---|---|
26010 | 1 |
8901 | 1 |
Length
Max length | 5 |
---|---|
Median length | 1 |
Mean length | 1.2058824 |
Min length | 1 |
Unique
Unique | 2 ? |
---|---|
Unique (%) | 5.9% |
Sample
1st row | 26010 |
---|---|
2nd row | 8901 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 32 | |
26010 | 1 | 2.9% |
8901 | 1 | 2.9% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 32 | |
26010 | 1 | 2.9% |
8901 | 1 | 2.9% |
연구직
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 32 |
---|---|
Distinct (%) | 94.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 323.76471 |
Minimum | 96 |
---|---|
Maximum | 971 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 96 |
---|---|
5-th percentile | 97.95 |
Q1 | 172.75 |
median | 249.5 |
Q3 | 407.25 |
95-th percentile | 704.8 |
Maximum | 971 |
Range | 875 |
Interquartile range (IQR) | 234.5 |
Descriptive statistics
Standard deviation | 208.71919 |
---|---|
Coefficient of variation (CV) | 0.6446632 |
Kurtosis | 1.6278881 |
Mean | 323.76471 |
Median Absolute Deviation (MAD) | 119 |
Skewness | 1.3049232 |
Sum | 11008 |
Variance | 43563.701 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
198 | 2 | 5.9% |
96 | 2 | 5.9% |
630 | 1 | 2.9% |
296 | 1 | 2.9% |
534 | 1 | 2.9% |
681 | 1 | 2.9% |
132 | 1 | 2.9% |
196 | 1 | 2.9% |
184 | 1 | 2.9% |
413 | 1 | 2.9% |
Other values (22) | 22 |
Value | Count | Frequency (%) |
96 | 2 | |
99 | 1 | |
113 | 1 | |
128 | 1 | |
132 | 1 | |
150 | 1 | |
154 | 1 | |
169 | 1 | |
184 | 1 | |
196 | 1 |
Value | Count | Frequency (%) |
971 | 1 | |
749 | 1 | |
681 | 1 | |
630 | 1 | |
589 | 1 | |
534 | 1 | |
415 | 1 | |
413 | 1 | |
409 | 1 | |
402 | 1 |
지도직
Real number (ℝ)
Distinct | 33 |
---|---|
Distinct (%) | 97.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 143.47059 |
Minimum | 9 |
---|---|
Maximum | 364 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 9 |
---|---|
5-th percentile | 12.3 |
Q1 | 22.25 |
median | 60 |
Q3 | 257 |
95-th percentile | 343.8 |
Maximum | 364 |
Range | 355 |
Interquartile range (IQR) | 234.75 |
Descriptive statistics
Standard deviation | 130.7114 |
---|---|
Coefficient of variation (CV) | 0.91106753 |
Kurtosis | -1.6144054 |
Mean | 143.47059 |
Median Absolute Deviation (MAD) | 50 |
Skewness | 0.38432786 |
Sum | 4878 |
Variance | 17085.469 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
36 | 2 | 5.9% |
9 | 1 | 2.9% |
259 | 1 | 2.9% |
205 | 1 | 2.9% |
168 | 1 | 2.9% |
291 | 1 | 2.9% |
222 | 1 | 2.9% |
364 | 1 | 2.9% |
324 | 1 | 2.9% |
239 | 1 | 2.9% |
Other values (23) | 23 |
Value | Count | Frequency (%) |
9 | 1 | |
11 | 1 | |
13 | 1 | |
15 | 1 | |
16 | 1 | |
19 | 1 | |
20 | 1 | |
21 | 1 | |
22 | 1 | |
23 | 1 |
Value | Count | Frequency (%) |
364 | 1 | |
349 | 1 | |
341 | 1 | |
324 | 1 | |
321 | 1 | |
303 | 1 | |
302 | 1 | |
291 | 1 | |
259 | 1 | |
251 | 1 |
계약직
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 33 |
---|---|
Distinct (%) | 97.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 467 |
Minimum | 92 |
---|---|
Maximum | 3365 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 92 |
---|---|
5-th percentile | 124.65 |
Q1 | 179.75 |
median | 254.5 |
Q3 | 353.75 |
95-th percentile | 1755.15 |
Maximum | 3365 |
Range | 3273 |
Interquartile range (IQR) | 174 |
Descriptive statistics
Standard deviation | 729.26015 |
---|---|
Coefficient of variation (CV) | 1.5615849 |
Kurtosis | 12.105542 |
Mean | 467 |
Median Absolute Deviation (MAD) | 85.5 |
Skewness | 3.5384168 |
Sum | 15878 |
Variance | 531820.36 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
182 | 2 | 5.9% |
3365 | 1 | 2.9% |
347 | 1 | 2.9% |
177 | 1 | 2.9% |
250 | 1 | 2.9% |
179 | 1 | 2.9% |
309 | 1 | 2.9% |
144 | 1 | 2.9% |
240 | 1 | 2.9% |
3113 | 1 | 2.9% |
Other values (23) | 23 |
Value | Count | Frequency (%) |
92 | 1 | |
111 | 1 | |
132 | 1 | |
144 | 1 | |
145 | 1 | |
162 | 1 | |
176 | 1 | |
177 | 1 | |
179 | 1 | |
182 | 2 |
Value | Count | Frequency (%) |
3365 | 1 | |
3113 | 1 | |
1024 | 1 | |
857 | 1 | |
511 | 1 | |
388 | 1 | |
382 | 1 | |
372 | 1 | |
354 | 1 | |
353 | 1 |
공중보건의
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 18 |
---|---|
Distinct (%) | 52.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 99.147059 |
Minimum | 0 |
---|---|
Maximum | 624 |
Zeros | 17 |
Zeros (%) | 50.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 5 |
Q3 | 75.75 |
95-th percentile | 444.2 |
Maximum | 624 |
Range | 624 |
Interquartile range (IQR) | 75.75 |
Descriptive statistics
Standard deviation | 172.30578 |
---|---|
Coefficient of variation (CV) | 1.7378809 |
Kurtosis | 2.0473541 |
Mean | 99.147059 |
Median Absolute Deviation (MAD) | 5 |
Skewness | 1.7502652 |
Sum | 3371 |
Variance | 29689.281 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 17 | |
11 | 1 | 2.9% |
296 | 1 | 2.9% |
57 | 1 | 2.9% |
624 | 1 | 2.9% |
358 | 1 | 2.9% |
405 | 1 | 2.9% |
517 | 1 | 2.9% |
370 | 1 | 2.9% |
238 | 1 | 2.9% |
Other values (8) | 8 |
Value | Count | Frequency (%) |
0 | 17 | |
10 | 1 | 2.9% |
11 | 1 | 2.9% |
18 | 1 | 2.9% |
20 | 1 | 2.9% |
23 | 1 | 2.9% |
29 | 1 | 2.9% |
50 | 1 | 2.9% |
57 | 1 | 2.9% |
82 | 1 | 2.9% |
Value | Count | Frequency (%) |
624 | 1 | |
517 | 1 | |
405 | 1 | |
370 | 1 | |
358 | 1 | |
296 | 1 | |
263 | 1 | |
238 | 1 | |
82 | 1 | |
57 | 1 |
기타
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 34 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1882.7059 |
Minimum | 267 |
---|---|
Maximum | 10398 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 438.0 B |
Quantile statistics
Minimum | 267 |
---|---|
5-th percentile | 298.4 |
Q1 | 710.5 |
median | 927 |
Q3 | 2199.5 |
95-th percentile | 6976.75 |
Maximum | 10398 |
Range | 10131 |
Interquartile range (IQR) | 1489 |
Descriptive statistics
Standard deviation | 2309.2457 |
---|---|
Coefficient of variation (CV) | 1.2265568 |
Kurtosis | 5.9379133 |
Mean | 1882.7059 |
Median Absolute Deviation (MAD) | 430 |
Skewness | 2.4190298 |
Sum | 64012 |
Variance | 5332615.5 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
10398 | 1 | 2.9% |
929 | 1 | 2.9% |
809 | 1 | 2.9% |
476 | 1 | 2.9% |
774 | 1 | 2.9% |
789 | 1 | 2.9% |
694 | 1 | 2.9% |
518 | 1 | 2.9% |
800 | 1 | 2.9% |
2099 | 1 | 2.9% |
Other values (24) | 24 |
Value | Count | Frequency (%) |
267 | 1 | |
275 | 1 | |
311 | 1 | |
313 | 1 | |
398 | 1 | |
476 | 1 | |
518 | 1 | |
637 | 1 | |
694 | 1 | |
760 | 1 |
Value | Count | Frequency (%) |
10398 | 1 | |
8046 | 1 | |
6401 | 1 | |
4281 | 1 | |
3624 | 1 | |
3335 | 1 | |
2846 | 1 | |
2500 | 1 | |
2233 | 1 | |
2099 | 1 |
구분 | 남녀구분 | 계 | 정무직 | 별정직 | 일반직 | 경찰 | 소방 | 교육직 | 법관검사 | 기능직 | 공안직 | 군무원 | 연구직 | 지도직 | 계약직 | 공중보건의 | 기타 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
구분 | 1.000 | 0.000 | 0.773 | 0.330 | 0.369 | 0.768 | 0.000 | 0.000 | 0.000 | 0.365 | 0.424 | 0.601 | 0.399 | 0.737 | 0.611 | 0.933 | 0.197 | 0.000 |
남녀구분 | 0.000 | 1.000 | 0.000 | 0.000 | 0.054 | 0.116 | 0.912 | 0.975 | 0.434 | 0.000 | 0.204 | 0.000 | 0.000 | 0.000 | 0.566 | 0.000 | 0.583 | 0.109 |
계 | 0.773 | 0.000 | 1.000 | 0.784 | 0.856 | 0.851 | 0.917 | 0.705 | 0.801 | 0.961 | 0.636 | 0.798 | 0.982 | 0.756 | 0.000 | 0.825 | 0.000 | 0.824 |
정무직 | 0.330 | 0.000 | 0.784 | 1.000 | 0.997 | 0.810 | 0.798 | 0.783 | 0.576 | 0.856 | 0.692 | 0.856 | 0.815 | 0.608 | 0.000 | 0.857 | 0.000 | 0.855 |
별정직 | 0.369 | 0.054 | 0.856 | 0.997 | 1.000 | 0.841 | 0.785 | 0.776 | 0.726 | 0.900 | 0.766 | 0.813 | 1.000 | 0.739 | 0.000 | 0.897 | 0.000 | 0.894 |
일반직 | 0.768 | 0.116 | 0.851 | 0.810 | 0.841 | 1.000 | 0.761 | 0.755 | 0.692 | 0.853 | 0.800 | 0.920 | 0.851 | 0.658 | 0.000 | 0.760 | 0.000 | 0.944 |
경찰 | 0.000 | 0.912 | 0.917 | 0.798 | 0.785 | 0.761 | 1.000 | 0.909 | 0.489 | 0.935 | 0.544 | 0.850 | 0.930 | 0.614 | 0.000 | 0.672 | 0.708 | 0.804 |
소방 | 0.000 | 0.975 | 0.705 | 0.783 | 0.776 | 0.755 | 0.909 | 1.000 | 0.475 | 0.777 | 0.468 | 0.772 | 0.728 | 0.667 | 0.705 | 0.784 | 0.955 | 0.778 |
교육직 | 0.000 | 0.434 | 0.801 | 0.576 | 0.726 | 0.692 | 0.489 | 0.475 | 1.000 | 0.772 | 0.576 | 0.747 | 0.698 | 0.657 | 0.000 | 0.752 | 0.000 | 0.746 |
법관검사 | 0.365 | 0.000 | 0.961 | 0.856 | 0.900 | 0.853 | 0.935 | 0.777 | 0.772 | 1.000 | 0.750 | 0.897 | 1.000 | 0.731 | 0.000 | 0.849 | 0.000 | 0.946 |
기능직 | 0.424 | 0.204 | 0.636 | 0.692 | 0.766 | 0.800 | 0.544 | 0.468 | 0.576 | 0.750 | 1.000 | 0.753 | 1.000 | 0.606 | 0.000 | 0.593 | 0.000 | 0.894 |
공안직 | 0.601 | 0.000 | 0.798 | 0.856 | 0.813 | 0.920 | 0.850 | 0.772 | 0.747 | 0.897 | 0.753 | 1.000 | 0.808 | 0.555 | 0.000 | 0.784 | 0.000 | 0.958 |
군무원 | 0.399 | 0.000 | 0.982 | 0.815 | 1.000 | 0.851 | 0.930 | 0.728 | 0.698 | 1.000 | 1.000 | 0.808 | 1.000 | 0.863 | 0.000 | 0.648 | 0.000 | 1.000 |
연구직 | 0.737 | 0.000 | 0.756 | 0.608 | 0.739 | 0.658 | 0.614 | 0.667 | 0.657 | 0.731 | 0.606 | 0.555 | 0.863 | 1.000 | 0.000 | 0.730 | 0.393 | 0.783 |
지도직 | 0.611 | 0.566 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.705 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.854 | 0.000 |
계약직 | 0.933 | 0.000 | 0.825 | 0.857 | 0.897 | 0.760 | 0.672 | 0.784 | 0.752 | 0.849 | 0.593 | 0.784 | 0.648 | 0.730 | 0.000 | 1.000 | 0.000 | 0.782 |
공중보건의 | 0.197 | 0.583 | 0.000 | 0.000 | 0.000 | 0.000 | 0.708 | 0.955 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.393 | 0.854 | 0.000 | 1.000 | 0.000 |
기타 | 0.000 | 0.109 | 0.824 | 0.855 | 0.894 | 0.944 | 0.804 | 0.778 | 0.746 | 0.946 | 0.894 | 0.958 | 1.000 | 0.783 | 0.000 | 0.782 | 0.000 | 1.000 |
남녀구분 | 군무원 | |
---|---|---|
남녀구분 | 1.000 | 0.000 |
군무원 | 0.000 | 1.000 |
계 | 정무직 | 별정직 | 일반직 | 경찰 | 소방 | 교육직 | 법관검사 | 기능직 | 공안직 | 연구직 | 지도직 | 계약직 | 공중보건의 | 기타 | 남녀구분 | 군무원 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
계 | 1.000 | 0.196 | 0.541 | 0.925 | 0.726 | 0.567 | 0.548 | 0.649 | 0.327 | 0.605 | 0.495 | 0.312 | 0.721 | 0.207 | 0.642 | 0.000 | 0.793 |
정무직 | 0.196 | 1.000 | 0.819 | 0.175 | 0.468 | 0.530 | -0.346 | 0.404 | 0.059 | 0.417 | 0.242 | -0.166 | 0.634 | 0.453 | 0.568 | 0.000 | 0.813 |
별정직 | 0.541 | 0.819 | 1.000 | 0.501 | 0.697 | 0.647 | -0.189 | 0.614 | 0.164 | 0.591 | 0.265 | -0.124 | 0.788 | 0.524 | 0.734 | 0.019 | 0.967 |
일반직 | 0.925 | 0.175 | 0.501 | 1.000 | 0.580 | 0.496 | 0.558 | 0.462 | 0.373 | 0.398 | 0.357 | 0.332 | 0.749 | 0.153 | 0.574 | 0.000 | 0.772 |
경찰 | 0.726 | 0.468 | 0.697 | 0.580 | 1.000 | 0.917 | -0.029 | 0.607 | 0.259 | 0.602 | 0.317 | 0.291 | 0.590 | 0.724 | 0.568 | 0.687 | 0.644 |
소방 | 0.567 | 0.530 | 0.647 | 0.496 | 0.917 | 1.000 | -0.170 | 0.415 | 0.242 | 0.402 | 0.220 | 0.429 | 0.565 | 0.843 | 0.474 | 0.775 | 0.568 |
교육직 | 0.548 | -0.346 | -0.189 | 0.558 | -0.029 | -0.170 | 1.000 | 0.245 | 0.087 | 0.187 | 0.384 | 0.267 | 0.169 | -0.493 | 0.158 | 0.516 | 0.658 |
법관검사 | 0.649 | 0.404 | 0.614 | 0.462 | 0.607 | 0.415 | 0.245 | 1.000 | 0.217 | 0.955 | 0.584 | -0.181 | 0.514 | 0.141 | 0.781 | 0.000 | 0.950 |
기능직 | 0.327 | 0.059 | 0.164 | 0.373 | 0.259 | 0.242 | 0.087 | 0.217 | 1.000 | 0.151 | 0.330 | 0.000 | 0.274 | 0.023 | 0.184 | 0.187 | 0.933 |
공안직 | 0.605 | 0.417 | 0.591 | 0.398 | 0.602 | 0.402 | 0.187 | 0.955 | 0.151 | 1.000 | 0.575 | -0.161 | 0.490 | 0.180 | 0.776 | 0.000 | 0.711 |
연구직 | 0.495 | 0.242 | 0.265 | 0.357 | 0.317 | 0.220 | 0.384 | 0.584 | 0.330 | 0.575 | 1.000 | 0.124 | 0.452 | -0.025 | 0.575 | 0.000 | 0.751 |
지도직 | 0.312 | -0.166 | -0.124 | 0.332 | 0.291 | 0.429 | 0.267 | -0.181 | 0.000 | -0.161 | 0.124 | 1.000 | 0.178 | 0.386 | -0.045 | 0.378 | 0.000 |
계약직 | 0.721 | 0.634 | 0.788 | 0.749 | 0.590 | 0.565 | 0.169 | 0.514 | 0.274 | 0.490 | 0.452 | 0.178 | 1.000 | 0.375 | 0.765 | 0.000 | 0.660 |
공중보건의 | 0.207 | 0.453 | 0.524 | 0.153 | 0.724 | 0.843 | -0.493 | 0.141 | 0.023 | 0.180 | -0.025 | 0.386 | 0.375 | 1.000 | 0.241 | 0.391 | 0.000 |
기타 | 0.642 | 0.568 | 0.734 | 0.574 | 0.568 | 0.474 | 0.158 | 0.781 | 0.184 | 0.776 | 0.575 | -0.045 | 0.765 | 0.241 | 1.000 | 0.132 | 0.933 |
남녀구분 | 0.000 | 0.000 | 0.019 | 0.000 | 0.687 | 0.775 | 0.516 | 0.000 | 0.187 | 0.000 | 0.000 | 0.378 | 0.000 | 0.391 | 0.132 | 1.000 | 0.000 |
군무원 | 0.793 | 0.813 | 0.967 | 0.772 | 0.644 | 0.568 | 0.658 | 0.950 | 0.933 | 0.711 | 0.751 | 0.000 | 0.660 | 0.000 | 0.933 | 0.000 | 1.000 |
구분 | 남녀구분 | 계 | 정무직 | 별정직 | 일반직 | 경찰 | 소방 | 교육직 | 법관검사 | 기능직 | 공안직 | 군무원 | 연구직 | 지도직 | 계약직 | 공중보건의 | 기타 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 서울 | 남 | 126471 | 61 | 517 | 36955 | 26975 | 6689 | 9205 | 1493 | 17 | 4136 | 26010 | 630 | 9 | 3365 | 11 | 10398 |
1 | 서울 | 여 | 114949 | 7 | 302 | 46707 | 4569 | 735 | 39704 | 763 | 11 | 2971 | 8901 | 749 | 16 | 3113 | 0 | 6401 |
2 | 부산 | 남 | 39996 | 2 | 51 | 15754 | 9148 | 3302 | 5874 | 307 | 4 | 1213 | 0 | 369 | 23 | 315 | 10 | 3624 |
3 | 부산 | 여 | 38358 | 0 | 23 | 18681 | 1456 | 276 | 14812 | 170 | 0 | 688 | 0 | 326 | 20 | 295 | 0 | 1611 |
4 | 대구 | 남 | 35407 | 3 | 49 | 11983 | 6115 | 2895 | 4899 | 219 | 0 | 5683 | 0 | 247 | 46 | 372 | 50 | 2846 |
5 | 대구 | 여 | 28798 | 1 | 9 | 11774 | 967 | 240 | 13259 | 111 | 0 | 745 | 0 | 252 | 43 | 301 | 0 | 1096 |
6 | 인천 | 남 | 30971 | 2 | 36 | 11607 | 8711 | 3035 | 5252 | 95 | 1 | 723 | 0 | 402 | 51 | 214 | 82 | 760 |
7 | 인천 | 여 | 33435 | 0 | 15 | 14050 | 1348 | 280 | 15212 | 54 | 0 | 935 | 0 | 393 | 36 | 187 | 0 | 925 |
8 | 광주 | 남 | 22139 | 2 | 24 | 8197 | 3095 | 1429 | 3457 | 213 | 0 | 3127 | 0 | 169 | 13 | 162 | 18 | 2233 |
9 | 광주 | 여 | 19469 | 0 | 12 | 8488 | 566 | 135 | 8450 | 112 | 0 | 560 | 0 | 231 | 21 | 132 | 0 | 762 |
구분 | 남녀구분 | 계 | 정무직 | 별정직 | 일반직 | 경찰 | 소방 | 교육직 | 법관검사 | 기능직 | 공안직 | 군무원 | 연구직 | 지도직 | 계약직 | 공중보건의 | 기타 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
24 | 경북 | 남 | 36017 | 0 | 16 | 16441 | 5628 | 4943 | 6708 | 33 | 2 | 164 | 0 | 198 | 364 | 309 | 517 | 694 |
25 | 경북 | 여 | 29802 | 0 | 4 | 14847 | 911 | 557 | 12185 | 16 | 6 | 92 | 0 | 198 | 324 | 144 | 0 | 518 |
26 | 경남 | 남 | 37560 | 2 | 37 | 14996 | 6696 | 4749 | 8467 | 89 | 0 | 400 | 0 | 184 | 259 | 347 | 405 | 929 |
27 | 경남 | 여 | 38521 | 0 | 7 | 16321 | 1095 | 429 | 18907 | 44 | 0 | 222 | 0 | 217 | 239 | 240 | 0 | 800 |
28 | 전북 | 남 | 30425 | 3 | 31 | 11814 | 5036 | 2964 | 5642 | 49 | 0 | 320 | 0 | 971 | 349 | 388 | 358 | 2500 |
29 | 전북 | 여 | 26110 | 0 | 6 | 11425 | 756 | 309 | 11410 | 29 | 0 | 147 | 0 | 589 | 251 | 238 | 0 | 950 |
30 | 전남 | 남 | 35255 | 1 | 36 | 14913 | 7110 | 3822 | 6607 | 31 | 4 | 196 | 0 | 245 | 321 | 354 | 624 | 991 |
31 | 전남 | 여 | 26862 | 0 | 1 | 13365 | 945 | 387 | 11103 | 14 | 3 | 94 | 0 | 150 | 302 | 231 | 0 | 267 |
32 | 제주 | 남 | 11265 | 2 | 18 | 4160 | 2545 | 1041 | 1970 | 21 | 0 | 154 | 0 | 154 | 69 | 176 | 57 | 898 |
33 | 제주 | 여 | 9008 | 0 | 5 | 3555 | 446 | 102 | 4217 | 15 | 0 | 131 | 0 | 96 | 36 | 92 | 0 | 313 |