Dataset statistics
Number of variables | 20 |
---|---|
Number of observations | 21 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 3.8 KiB |
Average record size in memory | 186.3 B |
Variable types
Numeric | 20 |
---|
Dataset
Description | 2003년~2023년까지 보건의료인(의사, 치과의사, 한의사, 간호사, 조산사, 임상병리사, 방사선사, 물리치료사, 작업치료사, 치과기공사, 치과위생사, 보건의료정보관리사, 안경사, 약사, 한약사, 1급응급구조사, 2급응급구조사, 영양사, 간호조무사)의 면허 신규등록자 현황으로 최근 21년 간의 면허(자격) 신규 배출 현황을 제공합니다. |
---|---|
Author | 보건복지부 |
URL | https://www.data.go.kr/data/15093758/fileData.do |
연도 is highly overall correlated with 의사 and 15 other fields | High correlation |
의사 is highly overall correlated with 연도 and 11 other fields | High correlation |
치과의사 is highly overall correlated with 연도 and 13 other fields | High correlation |
한의사 is highly overall correlated with 연도 and 11 other fields | High correlation |
간호사 is highly overall correlated with 연도 and 15 other fields | High correlation |
조산사 is highly overall correlated with 연도 and 14 other fields | High correlation |
임상병리사 is highly overall correlated with 연도 and 15 other fields | High correlation |
방사선사 is highly overall correlated with 연도 and 14 other fields | High correlation |
물리치료사 is highly overall correlated with 연도 and 15 other fields | High correlation |
작업치료사 is highly overall correlated with 연도 and 15 other fields | High correlation |
치과기공사 is highly overall correlated with 연도 and 15 other fields | High correlation |
치과위생사 is highly overall correlated with 연도 and 14 other fields | High correlation |
보건의료 정보관리사 is highly overall correlated with 연도 and 7 other fields | High correlation |
안경사 is highly overall correlated with 임상병리사 and 1 other fields | High correlation |
약사 is highly overall correlated with 연도 and 11 other fields | High correlation |
한약사 is highly overall correlated with 약사 | High correlation |
1급 응급구조사 is highly overall correlated with 연도 and 15 other fields | High correlation |
2급 응급구조사 is highly overall correlated with 연도 and 10 other fields | High correlation |
간호조무사 is highly overall correlated with 연도 and 14 other fields | High correlation |
연도 has unique values | Unique |
간호사 has unique values | Unique |
임상병리사 has unique values | Unique |
방사선사 has unique values | Unique |
물리치료사 has unique values | Unique |
작업치료사 has unique values | Unique |
치과기공사 has unique values | Unique |
치과위생사 has unique values | Unique |
보건의료 정보관리사 has unique values | Unique |
안경사 has unique values | Unique |
약사 has unique values | Unique |
1급 응급구조사 has unique values | Unique |
2급 응급구조사 has unique values | Unique |
영양사 has unique values | Unique |
간호조무사 has unique values | Unique |
Reproduction
Analysis started | 2024-03-16 04:16:56.318883 |
---|---|
Analysis finished | 2024-03-16 04:18:05.853592 |
Duration | 1 minute and 9.53 seconds |
Software version | ydata-profiling vv4.5.1 |
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 | 2013 |
Minimum | 2003 |
---|---|
Maximum | 2023 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 321.0 B |
Quantile statistics
Minimum | 2003 |
---|---|
5-th percentile | 2004 |
Q1 | 2008 |
median | 2013 |
Q3 | 2018 |
95-th percentile | 2022 |
Maximum | 2023 |
Range | 20 |
Interquartile range (IQR) | 10 |
Descriptive statistics
Standard deviation | 6.2048368 |
---|---|
Coefficient of variation (CV) | 0.0030823829 |
Kurtosis | -1.2 |
Mean | 2013 |
Median Absolute Deviation (MAD) | 5 |
Skewness | 0 |
Sum | 42273 |
Variance | 38.5 |
Monotonicity | Strictly decreasing |
Value | Count | Frequency (%) |
2023 | 1 | 4.8% |
2022 | 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% |
2010 | 1 | 4.8% |
Other values (11) | 11 |
Value | Count | Frequency (%) |
2003 | 1 | |
2004 | 1 | |
2005 | 1 | |
2006 | 1 | |
2007 | 1 | |
2008 | 1 | |
2009 | 1 | |
2010 | 1 | |
2011 | 1 | |
2012 | 1 |
Value | Count | Frequency (%) |
2023 | 1 | |
2022 | 1 | |
2021 | 1 | |
2020 | 1 | |
2019 | 1 | |
2018 | 1 | |
2017 | 1 | |
2016 | 1 | |
2015 | 1 | |
2014 | 1 |
의사
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 20 |
---|---|
Distinct (%) | 95.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3252.8571 |
Minimum | 2996 |
---|---|
Maximum | 3886 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 321.0 B |
Quantile statistics
Minimum | 2996 |
---|---|
5-th percentile | 3031 |
Q1 | 3103 |
median | 3172 |
Q3 | 3305 |
95-th percentile | 3756 |
Maximum | 3886 |
Range | 890 |
Interquartile range (IQR) | 202 |
Descriptive statistics
Standard deviation | 231.65541 |
---|---|
Coefficient of variation (CV) | 0.07121598 |
Kurtosis | 2.1859136 |
Mean | 3252.8571 |
Median Absolute Deviation (MAD) | 75 |
Skewness | 1.6105897 |
Sum | 68310 |
Variance | 53664.229 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3201 | 2 | 9.5% |
3153 | 1 | 4.8% |
3094 | 1 | 4.8% |
3163 | 1 | 4.8% |
3756 | 1 | 4.8% |
3374 | 1 | 4.8% |
3487 | 1 | 4.8% |
3305 | 1 | 4.8% |
3886 | 1 | 4.8% |
3512 | 1 | 4.8% |
Other values (10) | 10 |
Value | Count | Frequency (%) |
2996 | 1 | |
3031 | 1 | |
3066 | 1 | |
3094 | 1 | |
3097 | 1 | |
3103 | 1 | |
3127 | 1 | |
3153 | 1 | |
3159 | 1 | |
3163 | 1 |
Value | Count | Frequency (%) |
3886 | 1 | |
3756 | 1 | |
3512 | 1 | |
3487 | 1 | |
3374 | 1 | |
3305 | 1 | |
3220 | 1 | |
3207 | 1 | |
3201 | 2 | |
3172 | 1 |
치과의사
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 19 |
---|---|
Distinct (%) | 90.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 787.28571 |
Minimum | 724 |
---|---|
Maximum | 898 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 321.0 B |
Quantile statistics
Minimum | 724 |
---|---|
5-th percentile | 727 |
Q1 | 747 |
median | 776 |
Q3 | 801 |
95-th percentile | 873 |
Maximum | 898 |
Range | 174 |
Interquartile range (IQR) | 54 |
Descriptive statistics
Standard deviation | 49.083748 |
---|---|
Coefficient of variation (CV) | 0.062345533 |
Kurtosis | -0.14085127 |
Mean | 787.28571 |
Median Absolute Deviation (MAD) | 29 |
Skewness | 0.81075599 |
Sum | 16533 |
Variance | 2409.2143 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
843 | 2 | 9.5% |
776 | 2 | 9.5% |
740 | 1 | 4.8% |
727 | 1 | 4.8% |
898 | 1 | 4.8% |
798 | 1 | 4.8% |
873 | 1 | 4.8% |
853 | 1 | 4.8% |
801 | 1 | 4.8% |
737 | 1 | 4.8% |
Other values (9) | 9 |
Value | Count | Frequency (%) |
724 | 1 | |
727 | 1 | |
737 | 1 | |
740 | 1 | |
746 | 1 | |
747 | 1 | |
760 | 1 | |
765 | 1 | |
766 | 1 | |
776 | 2 |
Value | Count | Frequency (%) |
898 | 1 | |
873 | 1 | |
853 | 1 | |
843 | 2 | |
801 | 1 | |
798 | 1 | |
791 | 1 | |
789 | 1 | |
780 | 1 | |
776 | 2 |
한의사
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 20 |
---|---|
Distinct (%) | 95.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 810.90476 |
Minimum | 721 |
---|---|
Maximum | 1007 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 321.0 B |
Quantile statistics
Minimum | 721 |
---|---|
5-th percentile | 731 |
Q1 | 769 |
median | 810 |
Q3 | 853 |
95-th percentile | 890 |
Maximum | 1007 |
Range | 286 |
Interquartile range (IQR) | 84 |
Descriptive statistics
Standard deviation | 66.09607 |
---|---|
Coefficient of variation (CV) | 0.081509042 |
Kurtosis | 2.5350085 |
Mean | 810.90476 |
Median Absolute Deviation (MAD) | 43 |
Skewness | 1.2168796 |
Sum | 17029 |
Variance | 4368.6905 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
744 | 2 | 9.5% |
810 | 1 | 4.8% |
824 | 1 | 4.8% |
1007 | 1 | 4.8% |
853 | 1 | 4.8% |
854 | 1 | 4.8% |
816 | 1 | 4.8% |
827 | 1 | 4.8% |
866 | 1 | 4.8% |
890 | 1 | 4.8% |
Other values (10) | 10 |
Value | Count | Frequency (%) |
721 | 1 | |
731 | 1 | |
744 | 2 | |
757 | 1 | |
769 | 1 | |
771 | 1 | |
775 | 1 | |
782 | 1 | |
796 | 1 | |
810 | 1 |
Value | Count | Frequency (%) |
1007 | 1 | |
890 | 1 | |
869 | 1 | |
866 | 1 | |
854 | 1 | |
853 | 1 | |
827 | 1 | |
824 | 1 | |
823 | 1 | |
816 | 1 |
간호사
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 21 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 15587.048 |
Minimum | 10495 |
---|---|
Maximum | 23310 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 321.0 B |
Quantile statistics
Minimum | 10495 |
---|---|
5-th percentile | 10671 |
Q1 | 11719 |
median | 13057 |
Q3 | 19898 |
95-th percentile | 23303 |
Maximum | 23310 |
Range | 12815 |
Interquartile range (IQR) | 8179 |
Descriptive statistics
Standard deviation | 4622.2273 |
---|---|
Coefficient of variation (CV) | 0.29654284 |
Kurtosis | -1.4137509 |
Mean | 15587.048 |
Median Absolute Deviation (MAD) | 2395 |
Skewness | 0.51172555 |
Sum | 327328 |
Variance | 21364985 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
23303 | 1 | 4.8% |
23310 | 1 | 4.8% |
10671 | 1 | 4.8% |
10827 | 1 | 4.8% |
11627 | 1 | 4.8% |
10495 | 1 | 4.8% |
11950 | 1 | 4.8% |
11335 | 1 | 4.8% |
11719 | 1 | 4.8% |
11839 | 1 | 4.8% |
Other values (11) | 11 |
Value | Count | Frequency (%) |
10495 | 1 | |
10671 | 1 | |
10827 | 1 | |
11335 | 1 | |
11627 | 1 | |
11719 | 1 | |
11839 | 1 | |
11950 | 1 | |
12505 | 1 | |
12822 | 1 |
Value | Count | Frequency (%) |
23310 | 1 | |
23303 | 1 | |
21748 | 1 | |
21568 | 1 | |
20602 | 1 | |
19898 | 1 | |
19423 | 1 | |
17488 | 1 | |
15689 | 1 | |
15452 | 1 |
조산사
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 19 |
---|---|
Distinct (%) | 90.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 23.380952 |
Minimum | 7 |
---|---|
Maximum | 71 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 321.0 B |
Quantile statistics
Minimum | 7 |
---|---|
5-th percentile | 9 |
Q1 | 14 |
median | 18 |
Q3 | 26 |
95-th percentile | 66 |
Maximum | 71 |
Range | 64 |
Interquartile range (IQR) | 12 |
Descriptive statistics
Standard deviation | 16.803203 |
---|---|
Coefficient of variation (CV) | 0.71867058 |
Kurtosis | 3.8464748 |
Mean | 23.380952 |
Median Absolute Deviation (MAD) | 6 |
Skewness | 2.0329074 |
Sum | 491 |
Variance | 282.34762 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
19 | 2 | 9.5% |
16 | 2 | 9.5% |
7 | 1 | 4.8% |
13 | 1 | 4.8% |
71 | 1 | 4.8% |
66 | 1 | 4.8% |
32 | 1 | 4.8% |
27 | 1 | 4.8% |
26 | 1 | 4.8% |
25 | 1 | 4.8% |
Other values (9) | 9 |
Value | Count | Frequency (%) |
7 | 1 | |
9 | 1 | |
11 | 1 | |
12 | 1 | |
13 | 1 | |
14 | 1 | |
15 | 1 | |
16 | 2 | |
17 | 1 | |
18 | 1 |
Value | Count | Frequency (%) |
71 | 1 | |
66 | 1 | |
38 | 1 | |
32 | 1 | |
27 | 1 | |
26 | 1 | |
25 | 1 | |
20 | 1 | |
19 | 2 | |
18 | 1 |
임상병리사
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 21 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1889.5714 |
Minimum | 1179 |
---|---|
Maximum | 3035 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 321.0 B |
Quantile statistics
Minimum | 1179 |
---|---|
5-th percentile | 1222 |
Q1 | 1489 |
median | 1812 |
Q3 | 2231 |
95-th percentile | 2630 |
Maximum | 3035 |
Range | 1856 |
Interquartile range (IQR) | 742 |
Descriptive statistics
Standard deviation | 512.12602 |
---|---|
Coefficient of variation (CV) | 0.2710276 |
Kurtosis | -0.49303283 |
Mean | 1889.5714 |
Median Absolute Deviation (MAD) | 376 |
Skewness | 0.56446711 |
Sum | 39681 |
Variance | 262273.06 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2517 | 1 | 4.8% |
2630 | 1 | 4.8% |
1606 | 1 | 4.8% |
1516 | 1 | 4.8% |
1389 | 1 | 4.8% |
1376 | 1 | 4.8% |
1436 | 1 | 4.8% |
1222 | 1 | 4.8% |
1701 | 1 | 4.8% |
1179 | 1 | 4.8% |
Other values (11) | 11 |
Value | Count | Frequency (%) |
1179 | 1 | |
1222 | 1 | |
1376 | 1 | |
1389 | 1 | |
1436 | 1 | |
1489 | 1 | |
1516 | 1 | |
1604 | 1 | |
1606 | 1 | |
1701 | 1 |
Value | Count | Frequency (%) |
3035 | 1 | |
2630 | 1 | |
2517 | 1 | |
2483 | 1 | |
2394 | 1 | |
2231 | 1 | |
2130 | 1 | |
2053 | 1 | |
1988 | 1 | |
1890 | 1 |
방사선사
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 21 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1767.619 |
Minimum | 1177 |
---|---|
Maximum | 2318 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 321.0 B |
Quantile statistics
Minimum | 1177 |
---|---|
5-th percentile | 1276 |
Q1 | 1450 |
median | 1820 |
Q3 | 2022 |
95-th percentile | 2291 |
Maximum | 2318 |
Range | 1141 |
Interquartile range (IQR) | 572 |
Descriptive statistics
Standard deviation | 361.58864 |
---|---|
Coefficient of variation (CV) | 0.20456254 |
Kurtosis | -1.2933313 |
Mean | 1767.619 |
Median Absolute Deviation (MAD) | 283 |
Skewness | -0.001828479 |
Sum | 37120 |
Variance | 130746.35 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1957 | 1 | 4.8% |
2318 | 1 | 4.8% |
1177 | 1 | 4.8% |
1337 | 1 | 4.8% |
1537 | 1 | 4.8% |
1450 | 1 | 4.8% |
1565 | 1 | 4.8% |
1820 | 1 | 4.8% |
1276 | 1 | 4.8% |
1662 | 1 | 4.8% |
Other values (11) | 11 |
Value | Count | Frequency (%) |
1177 | 1 | |
1276 | 1 | |
1337 | 1 | |
1351 | 1 | |
1398 | 1 | |
1450 | 1 | |
1537 | 1 | |
1565 | 1 | |
1610 | 1 | |
1662 | 1 |
Value | Count | Frequency (%) |
2318 | 1 | |
2291 | 1 | |
2268 | 1 | |
2209 | 1 | |
2025 | 1 | |
2022 | 1 | |
2007 | 1 | |
1957 | 1 | |
1954 | 1 | |
1886 | 1 |
물리치료사
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 21 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3359.5238 |
Minimum | 1913 |
---|---|
Maximum | 4673 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 321.0 B |
Quantile statistics
Minimum | 1913 |
---|---|
5-th percentile | 1941 |
Q1 | 2493 |
median | 3463 |
Q3 | 4269 |
95-th percentile | 4629 |
Maximum | 4673 |
Range | 2760 |
Interquartile range (IQR) | 1776 |
Descriptive statistics
Standard deviation | 918.37795 |
---|---|
Coefficient of variation (CV) | 0.27336551 |
Kurtosis | -1.394469 |
Mean | 3359.5238 |
Median Absolute Deviation (MAD) | 950 |
Skewness | -0.077805662 |
Sum | 70550 |
Variance | 843418.06 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4629 | 1 | 4.8% |
4673 | 1 | 4.8% |
1913 | 1 | 4.8% |
1941 | 1 | 4.8% |
2493 | 1 | 4.8% |
2433 | 1 | 4.8% |
2418 | 1 | 4.8% |
2513 | 1 | 4.8% |
2359 | 1 | 4.8% |
3104 | 1 | 4.8% |
Other values (11) | 11 |
Value | Count | Frequency (%) |
1913 | 1 | |
1941 | 1 | |
2359 | 1 | |
2418 | 1 | |
2433 | 1 | |
2493 | 1 | |
2513 | 1 | |
2793 | 1 | |
3104 | 1 | |
3310 | 1 |
Value | Count | Frequency (%) |
4673 | 1 | |
4629 | 1 | |
4459 | 1 | |
4450 | 1 | |
4325 | 1 | |
4269 | 1 | |
3842 | 1 | |
3822 | 1 | |
3762 | 1 | |
3579 | 1 |
작업치료사
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 21 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1196 |
Minimum | 235 |
---|---|
Maximum | 1929 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 321.0 B |
Quantile statistics
Minimum | 235 |
---|---|
5-th percentile | 314 |
Q1 | 655 |
median | 1130 |
Q3 | 1761 |
95-th percentile | 1908 |
Maximum | 1929 |
Range | 1694 |
Interquartile range (IQR) | 1106 |
Descriptive statistics
Standard deviation | 569.41224 |
---|---|
Coefficient of variation (CV) | 0.47609719 |
Kurtosis | -1.3714096 |
Mean | 1196 |
Median Absolute Deviation (MAD) | 523 |
Skewness | -0.17881574 |
Sum | 25116 |
Variance | 324230.3 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1578 | 1 | 4.8% |
1900 | 1 | 4.8% |
235 | 1 | 4.8% |
314 | 1 | 4.8% |
500 | 1 | 4.8% |
607 | 1 | 4.8% |
589 | 1 | 4.8% |
655 | 1 | 4.8% |
900 | 1 | 4.8% |
1001 | 1 | 4.8% |
Other values (11) | 11 |
Value | Count | Frequency (%) |
235 | 1 | |
314 | 1 | |
500 | 1 | |
589 | 1 | |
607 | 1 | |
655 | 1 | |
900 | 1 | |
959 | 1 | |
1001 | 1 | |
1055 | 1 |
Value | Count | Frequency (%) |
1929 | 1 | |
1908 | 1 | |
1900 | 1 | |
1880 | 1 | |
1772 | 1 | |
1761 | 1 | |
1592 | 1 | |
1578 | 1 | |
1520 | 1 | |
1331 | 1 |
치과기공사
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 21 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1093.2381 |
Minimum | 754 |
---|---|
Maximum | 1458 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 321.0 B |
Quantile statistics
Minimum | 754 |
---|---|
5-th percentile | 794 |
Q1 | 941 |
median | 1088 |
Q3 | 1285 |
95-th percentile | 1384 |
Maximum | 1458 |
Range | 704 |
Interquartile range (IQR) | 344 |
Descriptive statistics
Standard deviation | 227.86573 |
---|---|
Coefficient of variation (CV) | 0.20843193 |
Kurtosis | -1.4210778 |
Mean | 1093.2381 |
Median Absolute Deviation (MAD) | 197 |
Skewness | 0.007602924 |
Sum | 22958 |
Variance | 51922.79 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
820 | 1 | 4.8% |
794 | 1 | 4.8% |
1068 | 1 | 4.8% |
1147 | 1 | 4.8% |
1256 | 1 | 4.8% |
1317 | 1 | 4.8% |
1368 | 1 | 4.8% |
1458 | 1 | 4.8% |
1384 | 1 | 4.8% |
1285 | 1 | 4.8% |
Other values (11) | 11 |
Value | Count | Frequency (%) |
754 | 1 | |
794 | 1 | |
804 | 1 | |
817 | 1 | |
820 | 1 | |
941 | 1 | |
948 | 1 | |
955 | 1 | |
975 | 1 | |
1068 | 1 |
Value | Count | Frequency (%) |
1458 | 1 | |
1384 | 1 | |
1370 | 1 | |
1368 | 1 | |
1317 | 1 | |
1285 | 1 | |
1277 | 1 | |
1256 | 1 | |
1147 | 1 | |
1132 | 1 |
치과위생사
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 21 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3859.5238 |
Minimum | 2018 |
---|---|
Maximum | 5081 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 321.0 B |
Quantile statistics
Minimum | 2018 |
---|---|
5-th percentile | 2288 |
Q1 | 3203 |
median | 4299 |
Q3 | 4618 |
95-th percentile | 4834 |
Maximum | 5081 |
Range | 3063 |
Interquartile range (IQR) | 1415 |
Descriptive statistics
Standard deviation | 940.35481 |
---|---|
Coefficient of variation (CV) | 0.24364529 |
Kurtosis | -0.92463626 |
Mean | 3859.5238 |
Median Absolute Deviation (MAD) | 535 |
Skewness | -0.66187205 |
Sum | 81050 |
Variance | 884267.16 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4517 | 1 | 4.8% |
4834 | 1 | 4.8% |
2018 | 1 | 4.8% |
2288 | 1 | 4.8% |
2527 | 1 | 4.8% |
2535 | 1 | 4.8% |
3053 | 1 | 4.8% |
3203 | 1 | 4.8% |
3469 | 1 | 4.8% |
3364 | 1 | 4.8% |
Other values (11) | 11 |
Value | Count | Frequency (%) |
2018 | 1 | |
2288 | 1 | |
2527 | 1 | |
2535 | 1 | |
3053 | 1 | |
3203 | 1 | |
3364 | 1 | |
3469 | 1 | |
3716 | 1 | |
4119 | 1 |
Value | Count | Frequency (%) |
5081 | 1 | |
4834 | 1 | |
4663 | 1 | |
4652 | 1 | |
4636 | 1 | |
4618 | 1 | |
4578 | 1 | |
4535 | 1 | |
4517 | 1 | |
4345 | 1 |
보건의료 정보관리사
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 21 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1100.5238 |
Minimum | 498 |
---|---|
Maximum | 2062 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 321.0 B |
Quantile statistics
Minimum | 498 |
---|---|
5-th percentile | 611 |
Q1 | 867 |
median | 1037 |
Q3 | 1205 |
95-th percentile | 1845 |
Maximum | 2062 |
Range | 1564 |
Interquartile range (IQR) | 338 |
Descriptive statistics
Standard deviation | 378.91392 |
---|---|
Coefficient of variation (CV) | 0.34430325 |
Kurtosis | 1.221716 |
Mean | 1100.5238 |
Median Absolute Deviation (MAD) | 170 |
Skewness | 0.93119601 |
Sum | 23111 |
Variance | 143575.76 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1514 | 1 | 4.8% |
1205 | 1 | 4.8% |
498 | 1 | 4.8% |
867 | 1 | 4.8% |
678 | 1 | 4.8% |
611 | 1 | 4.8% |
1037 | 1 | 4.8% |
1188 | 1 | 4.8% |
817 | 1 | 4.8% |
981 | 1 | 4.8% |
Other values (11) | 11 |
Value | Count | Frequency (%) |
498 | 1 | |
611 | 1 | |
678 | 1 | |
774 | 1 | |
817 | 1 | |
867 | 1 | |
927 | 1 | |
981 | 1 | |
1023 | 1 | |
1035 | 1 |
Value | Count | Frequency (%) |
2062 | 1 | |
1845 | 1 | |
1514 | 1 | |
1409 | 1 | |
1241 | 1 | |
1205 | 1 | |
1188 | 1 | |
1162 | 1 | |
1154 | 1 | |
1083 | 1 |
안경사
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 21 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1354.619 |
Minimum | 1051 |
---|---|
Maximum | 1699 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 321.0 B |
Quantile statistics
Minimum | 1051 |
---|---|
5-th percentile | 1133 |
Q1 | 1249 |
median | 1348 |
Q3 | 1453 |
95-th percentile | 1576 |
Maximum | 1699 |
Range | 648 |
Interquartile range (IQR) | 204 |
Descriptive statistics
Standard deviation | 155.08594 |
---|---|
Coefficient of variation (CV) | 0.11448675 |
Kurtosis | -0.0038726429 |
Mean | 1354.619 |
Median Absolute Deviation (MAD) | 105 |
Skewness | 0.11445289 |
Sum | 28447 |
Variance | 24051.648 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1133 | 1 | 4.8% |
1259 | 1 | 4.8% |
1453 | 1 | 4.8% |
1051 | 1 | 4.8% |
1348 | 1 | 4.8% |
1418 | 1 | 4.8% |
1426 | 1 | 4.8% |
1576 | 1 | 4.8% |
1444 | 1 | 4.8% |
1699 | 1 | 4.8% |
Other values (11) | 11 |
Value | Count | Frequency (%) |
1051 | 1 | |
1133 | 1 | |
1197 | 1 | |
1208 | 1 | |
1213 | 1 | |
1249 | 1 | |
1257 | 1 | |
1259 | 1 | |
1323 | 1 | |
1345 | 1 |
Value | Count | Frequency (%) |
1699 | 1 | |
1576 | 1 | |
1490 | 1 | |
1471 | 1 | |
1456 | 1 | |
1453 | 1 | |
1444 | 1 | |
1431 | 1 | |
1426 | 1 | |
1418 | 1 |
약사
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 21 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1463.8095 |
Minimum | 118 |
---|---|
Maximum | 1929 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 321.0 B |
Quantile statistics
Minimum | 118 |
---|---|
5-th percentile | 269 |
Q1 | 1360 |
median | 1424 |
Q3 | 1840 |
95-th percentile | 1896 |
Maximum | 1929 |
Range | 1811 |
Interquartile range (IQR) | 480 |
Descriptive statistics
Standard deviation | 482.90036 |
---|---|
Coefficient of variation (CV) | 0.3298929 |
Kurtosis | 3.3556792 |
Mean | 1463.8095 |
Median Absolute Deviation (MAD) | 267 |
Skewness | -1.7925966 |
Sum | 30740 |
Variance | 233192.76 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1887 | 1 | 4.8% |
1843 | 1 | 4.8% |
1253 | 1 | 4.8% |
1325 | 1 | 4.8% |
1306 | 1 | 4.8% |
1399 | 1 | 4.8% |
1405 | 1 | 4.8% |
1360 | 1 | 4.8% |
1374 | 1 | 4.8% |
1424 | 1 | 4.8% |
Other values (11) | 11 |
Value | Count | Frequency (%) |
118 | 1 | |
269 | 1 | |
1253 | 1 | |
1306 | 1 | |
1325 | 1 | |
1360 | 1 | |
1374 | 1 | |
1387 | 1 | |
1399 | 1 | |
1405 | 1 |
Value | Count | Frequency (%) |
1929 | 1 | |
1896 | 1 | |
1887 | 1 | |
1873 | 1 | |
1843 | 1 | |
1840 | 1 | |
1798 | 1 | |
1750 | 1 | |
1691 | 1 | |
1613 | 1 |
한약사
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 20 |
---|---|
Distinct (%) | 95.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 131.57143 |
Minimum | 100 |
---|---|
Maximum | 157 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 321.0 B |
Quantile statistics
Minimum | 100 |
---|---|
5-th percentile | 102 |
Q1 | 121 |
median | 134 |
Q3 | 146 |
95-th percentile | 157 |
Maximum | 157 |
Range | 57 |
Interquartile range (IQR) | 25 |
Descriptive statistics
Standard deviation | 17.582865 |
---|---|
Coefficient of variation (CV) | 0.13363741 |
Kurtosis | -0.84493198 |
Mean | 131.57143 |
Median Absolute Deviation (MAD) | 13 |
Skewness | -0.32428336 |
Sum | 2763 |
Variance | 309.15714 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
157 | 2 | 9.5% |
134 | 1 | 4.8% |
135 | 1 | 4.8% |
105 | 1 | 4.8% |
140 | 1 | 4.8% |
125 | 1 | 4.8% |
150 | 1 | 4.8% |
142 | 1 | 4.8% |
136 | 1 | 4.8% |
128 | 1 | 4.8% |
Other values (10) | 10 |
Value | Count | Frequency (%) |
100 | 1 | |
102 | 1 | |
105 | 1 | |
111 | 1 | |
118 | 1 | |
121 | 1 | |
123 | 1 | |
125 | 1 | |
128 | 1 | |
133 | 1 |
Value | Count | Frequency (%) |
157 | 2 | |
153 | 1 | |
150 | 1 | |
147 | 1 | |
146 | 1 | |
142 | 1 | |
140 | 1 | |
136 | 1 | |
135 | 1 | |
134 | 1 |
1급 응급구조사
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 21 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1015.4762 |
Minimum | 109 |
---|---|
Maximum | 1573 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 321.0 B |
Quantile statistics
Minimum | 109 |
---|---|
5-th percentile | 515 |
Q1 | 668 |
median | 1035 |
Q3 | 1396 |
95-th percentile | 1541 |
Maximum | 1573 |
Range | 1464 |
Interquartile range (IQR) | 728 |
Descriptive statistics
Standard deviation | 429.77164 |
---|---|
Coefficient of variation (CV) | 0.42322178 |
Kurtosis | -0.97093658 |
Mean | 1015.4762 |
Median Absolute Deviation (MAD) | 367 |
Skewness | -0.33926539 |
Sum | 21325 |
Variance | 184703.66 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1448 | 1 | 4.8% |
1360 | 1 | 4.8% |
565 | 1 | 4.8% |
109 | 1 | 4.8% |
529 | 1 | 4.8% |
515 | 1 | 4.8% |
553 | 1 | 4.8% |
725 | 1 | 4.8% |
668 | 1 | 4.8% |
749 | 1 | 4.8% |
Other values (11) | 11 |
Value | Count | Frequency (%) |
109 | 1 | |
515 | 1 | |
529 | 1 | |
553 | 1 | |
565 | 1 | |
668 | 1 | |
725 | 1 | |
749 | 1 | |
892 | 1 | |
968 | 1 |
Value | Count | Frequency (%) |
1573 | 1 | |
1541 | 1 | |
1524 | 1 | |
1500 | 1 | |
1448 | 1 | |
1396 | 1 | |
1360 | 1 | |
1305 | 1 | |
1218 | 1 | |
1152 | 1 |
2급 응급구조사
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 21 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 918.71429 |
Minimum | 409 |
---|---|
Maximum | 2037 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 321.0 B |
Quantile statistics
Minimum | 409 |
---|---|
5-th percentile | 437 |
Q1 | 525 |
median | 731 |
Q3 | 1146 |
95-th percentile | 1863 |
Maximum | 2037 |
Range | 1628 |
Interquartile range (IQR) | 621 |
Descriptive statistics
Standard deviation | 487.74267 |
---|---|
Coefficient of variation (CV) | 0.53089702 |
Kurtosis | -0.021347566 |
Mean | 918.71429 |
Median Absolute Deviation (MAD) | 274 |
Skewness | 0.9502605 |
Sum | 19293 |
Variance | 237892.91 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
978 | 1 | 4.8% |
574 | 1 | 4.8% |
492 | 1 | 4.8% |
409 | 1 | 4.8% |
525 | 1 | 4.8% |
437 | 1 | 4.8% |
457 | 1 | 4.8% |
604 | 1 | 4.8% |
731 | 1 | 4.8% |
597 | 1 | 4.8% |
Other values (11) | 11 |
Value | Count | Frequency (%) |
409 | 1 | |
437 | 1 | |
457 | 1 | |
492 | 1 | |
506 | 1 | |
525 | 1 | |
559 | 1 | |
574 | 1 | |
597 | 1 | |
604 | 1 |
Value | Count | Frequency (%) |
2037 | 1 | |
1863 | 1 | |
1570 | 1 | |
1358 | 1 | |
1354 | 1 | |
1146 | 1 | |
1108 | 1 | |
1058 | 1 | |
978 | 1 | |
930 | 1 |
영양사
Real number (ℝ)
UNIQUE
 
Distinct | 21 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4085.7143 |
Minimum | 3324 |
---|---|
Maximum | 5396 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 321.0 B |
Quantile statistics
Minimum | 3324 |
---|---|
5-th percentile | 3415 |
Q1 | 3915 |
median | 4066 |
Q3 | 4331 |
95-th percentile | 4849 |
Maximum | 5396 |
Range | 2072 |
Interquartile range (IQR) | 416 |
Descriptive statistics
Standard deviation | 487.35871 |
---|---|
Coefficient of variation (CV) | 0.1192836 |
Kurtosis | 1.4521731 |
Mean | 4085.7143 |
Median Absolute Deviation (MAD) | 265 |
Skewness | 0.75144317 |
Sum | 85800 |
Variance | 237518.51 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3415 | 1 | 4.8% |
4100 | 1 | 4.8% |
3919 | 1 | 4.8% |
4368 | 1 | 4.8% |
3513 | 1 | 4.8% |
4066 | 1 | 4.8% |
3606 | 1 | 4.8% |
4298 | 1 | 4.8% |
3505 | 1 | 4.8% |
5396 | 1 | 4.8% |
Other values (11) | 11 |
Value | Count | Frequency (%) |
3324 | 1 | |
3415 | 1 | |
3505 | 1 | |
3513 | 1 | |
3606 | 1 | |
3915 | 1 | |
3919 | 1 | |
3933 | 1 | |
4017 | 1 | |
4061 | 1 |
Value | Count | Frequency (%) |
5396 | 1 | |
4849 | 1 | |
4466 | 1 | |
4382 | 1 | |
4368 | 1 | |
4331 | 1 | |
4298 | 1 | |
4233 | 1 | |
4103 | 1 | |
4100 | 1 |
간호조무사
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 21 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 29506.857 |
Minimum | 16908 |
---|---|
Maximum | 37410 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 321.0 B |
Quantile statistics
Minimum | 16908 |
---|---|
5-th percentile | 17387 |
Q1 | 21942 |
median | 32351 |
Q3 | 34045 |
95-th percentile | 37026 |
Maximum | 37410 |
Range | 20502 |
Interquartile range (IQR) | 12103 |
Descriptive statistics
Standard deviation | 6974.2212 |
---|---|
Coefficient of variation (CV) | 0.23635934 |
Kurtosis | -0.99565136 |
Mean | 29506.857 |
Median Absolute Deviation (MAD) | 3741 |
Skewness | -0.7595735 |
Sum | 619644 |
Variance | 48639762 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
29139 | 1 | 4.8% |
34045 | 1 | 4.8% |
17387 | 1 | 4.8% |
16908 | 1 | 4.8% |
18958 | 1 | 4.8% |
20443 | 1 | 4.8% |
20994 | 1 | 4.8% |
21942 | 1 | 4.8% |
28298 | 1 | 4.8% |
32995 | 1 | 4.8% |
Other values (11) | 11 |
Value | Count | Frequency (%) |
16908 | 1 | |
17387 | 1 | |
18958 | 1 | |
20443 | 1 | |
20994 | 1 | |
21942 | 1 | |
28298 | 1 | |
29139 | 1 | |
31246 | 1 | |
31592 | 1 |
Value | Count | Frequency (%) |
37410 | 1 | |
37026 | 1 | |
36117 | 1 | |
36092 | 1 | |
35016 | 1 | |
34045 | 1 | |
34026 | 1 | |
33944 | 1 | |
33715 | 1 | |
32995 | 1 |
연도 | 의사 | 치과의사 | 한의사 | 간호사 | 조산사 | 임상병리사 | 방사선사 | 물리치료사 | 작업치료사 | 치과기공사 | 치과위생사 | 보건의료 정보관리사 | 안경사 | 약사 | 한약사 | 1급 응급구조사 | 2급 응급구조사 | 영양사 | 간호조무사 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
연도 | 1.000 | 0.467 | 0.584 | 0.899 | 0.911 | 0.673 | 0.694 | 0.000 | 0.906 | 0.862 | 0.333 | 0.214 | 0.510 | 0.433 | 0.965 | 0.000 | 0.784 | 0.479 | 0.000 | 0.852 |
의사 | 0.467 | 1.000 | 0.820 | 0.458 | 0.000 | 0.713 | 0.400 | 0.681 | 0.770 | 0.614 | 0.722 | 0.642 | 0.000 | 0.633 | 0.000 | 0.554 | 0.663 | 0.000 | 0.579 | 0.618 |
치과의사 | 0.584 | 0.820 | 1.000 | 0.401 | 0.000 | 0.702 | 0.000 | 0.730 | 0.780 | 0.763 | 0.764 | 0.798 | 0.000 | 0.659 | 0.484 | 0.000 | 0.584 | 0.467 | 0.662 | 0.788 |
한의사 | 0.899 | 0.458 | 0.401 | 1.000 | 0.654 | 0.655 | 0.612 | 0.000 | 0.719 | 0.626 | 0.196 | 0.000 | 0.634 | 0.000 | 0.578 | 0.365 | 0.504 | 0.417 | 0.000 | 0.455 |
간호사 | 0.911 | 0.000 | 0.000 | 0.654 | 1.000 | 0.000 | 0.845 | 0.000 | 0.707 | 0.681 | 0.572 | 0.000 | 0.676 | 0.000 | 0.853 | 0.567 | 0.349 | 0.826 | 0.313 | 0.682 |
조산사 | 0.673 | 0.713 | 0.702 | 0.655 | 0.000 | 1.000 | 0.395 | 0.757 | 0.777 | 0.825 | 0.307 | 0.875 | 0.134 | 0.000 | 0.352 | 0.667 | 0.723 | 0.000 | 0.000 | 0.538 |
임상병리사 | 0.694 | 0.400 | 0.000 | 0.612 | 0.845 | 0.395 | 1.000 | 0.698 | 0.754 | 0.000 | 0.913 | 0.000 | 0.754 | 0.757 | 0.282 | 0.822 | 0.690 | 0.674 | 0.000 | 0.599 |
방사선사 | 0.000 | 0.681 | 0.730 | 0.000 | 0.000 | 0.757 | 0.698 | 1.000 | 0.712 | 0.462 | 0.466 | 0.733 | 0.573 | 0.649 | 0.584 | 0.672 | 0.794 | 0.000 | 0.266 | 0.591 |
물리치료사 | 0.906 | 0.770 | 0.780 | 0.719 | 0.707 | 0.777 | 0.754 | 0.712 | 1.000 | 0.679 | 0.491 | 0.872 | 0.000 | 0.743 | 0.732 | 0.342 | 0.933 | 0.000 | 0.411 | 0.838 |
작업치료사 | 0.862 | 0.614 | 0.763 | 0.626 | 0.681 | 0.825 | 0.000 | 0.462 | 0.679 | 1.000 | 0.667 | 0.763 | 0.000 | 0.491 | 0.949 | 0.000 | 0.760 | 0.563 | 0.403 | 0.852 |
치과기공사 | 0.333 | 0.722 | 0.764 | 0.196 | 0.572 | 0.307 | 0.913 | 0.466 | 0.491 | 0.667 | 1.000 | 0.631 | 0.227 | 0.546 | 0.729 | 0.000 | 0.746 | 0.665 | 0.302 | 0.892 |
치과위생사 | 0.214 | 0.642 | 0.798 | 0.000 | 0.000 | 0.875 | 0.000 | 0.733 | 0.872 | 0.763 | 0.631 | 1.000 | 0.000 | 0.554 | 0.546 | 0.567 | 0.894 | 0.000 | 0.392 | 0.719 |
보건의료 정보관리사 | 0.510 | 0.000 | 0.000 | 0.634 | 0.676 | 0.134 | 0.754 | 0.573 | 0.000 | 0.000 | 0.227 | 0.000 | 1.000 | 0.439 | 0.125 | 0.658 | 0.000 | 0.000 | 0.000 | 0.000 |
안경사 | 0.433 | 0.633 | 0.659 | 0.000 | 0.000 | 0.000 | 0.757 | 0.649 | 0.743 | 0.491 | 0.546 | 0.554 | 0.439 | 1.000 | 0.311 | 0.679 | 0.600 | 0.000 | 0.547 | 0.778 |
약사 | 0.965 | 0.000 | 0.484 | 0.578 | 0.853 | 0.352 | 0.282 | 0.584 | 0.732 | 0.949 | 0.729 | 0.546 | 0.125 | 0.311 | 1.000 | 0.378 | 0.771 | 0.438 | 0.371 | 0.760 |
한약사 | 0.000 | 0.554 | 0.000 | 0.365 | 0.567 | 0.667 | 0.822 | 0.672 | 0.342 | 0.000 | 0.000 | 0.567 | 0.658 | 0.679 | 0.378 | 1.000 | 0.000 | 0.000 | 0.395 | 0.569 |
1급 응급구조사 | 0.784 | 0.663 | 0.584 | 0.504 | 0.349 | 0.723 | 0.690 | 0.794 | 0.933 | 0.760 | 0.746 | 0.894 | 0.000 | 0.600 | 0.771 | 0.000 | 1.000 | 0.670 | 0.000 | 0.748 |
2급 응급구조사 | 0.479 | 0.000 | 0.467 | 0.417 | 0.826 | 0.000 | 0.674 | 0.000 | 0.000 | 0.563 | 0.665 | 0.000 | 0.000 | 0.000 | 0.438 | 0.000 | 0.670 | 1.000 | 0.000 | 0.689 |
영양사 | 0.000 | 0.579 | 0.662 | 0.000 | 0.313 | 0.000 | 0.000 | 0.266 | 0.411 | 0.403 | 0.302 | 0.392 | 0.000 | 0.547 | 0.371 | 0.395 | 0.000 | 0.000 | 1.000 | 0.724 |
간호조무사 | 0.852 | 0.618 | 0.788 | 0.455 | 0.682 | 0.538 | 0.599 | 0.591 | 0.838 | 0.852 | 0.892 | 0.719 | 0.000 | 0.778 | 0.760 | 0.569 | 0.748 | 0.689 | 0.724 | 1.000 |
연도 | 의사 | 치과의사 | 한의사 | 간호사 | 조산사 | 임상병리사 | 방사선사 | 물리치료사 | 작업치료사 | 치과기공사 | 치과위생사 | 보건의료 정보관리사 | 안경사 | 약사 | 한약사 | 1급 응급구조사 | 2급 응급구조사 | 영양사 | 간호조무사 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
연도 | 1.000 | -0.651 | -0.735 | -0.762 | 0.979 | -0.841 | 0.845 | 0.725 | 0.965 | 0.938 | -0.766 | 0.832 | 0.640 | -0.369 | 0.775 | -0.371 | 0.936 | 0.690 | 0.026 | 0.756 |
의사 | -0.651 | 1.000 | 0.657 | 0.449 | -0.673 | 0.728 | -0.688 | -0.622 | -0.581 | -0.590 | 0.633 | -0.551 | -0.469 | 0.166 | -0.418 | 0.476 | -0.661 | -0.480 | 0.092 | -0.640 |
치과의사 | -0.735 | 0.657 | 1.000 | 0.437 | -0.706 | 0.630 | -0.695 | -0.618 | -0.665 | -0.698 | 0.513 | -0.682 | -0.309 | 0.153 | -0.509 | 0.429 | -0.658 | -0.533 | -0.027 | -0.521 |
한의사 | -0.762 | 0.449 | 0.437 | 1.000 | -0.750 | 0.666 | -0.561 | -0.607 | -0.793 | -0.815 | 0.653 | -0.637 | -0.414 | 0.207 | -0.763 | 0.404 | -0.729 | -0.487 | -0.311 | -0.680 |
간호사 | 0.979 | -0.673 | -0.706 | -0.750 | 1.000 | -0.817 | 0.866 | 0.721 | 0.948 | 0.916 | -0.801 | 0.822 | 0.632 | -0.405 | 0.758 | -0.344 | 0.921 | 0.657 | -0.013 | 0.742 |
조산사 | -0.841 | 0.728 | 0.630 | 0.666 | -0.817 | 1.000 | -0.598 | -0.682 | -0.807 | -0.728 | 0.503 | -0.646 | -0.701 | 0.151 | -0.550 | 0.217 | -0.728 | -0.404 | -0.015 | -0.690 |
임상병리사 | 0.845 | -0.688 | -0.695 | -0.561 | 0.866 | -0.598 | 1.000 | 0.573 | 0.786 | 0.799 | -0.879 | 0.758 | 0.471 | -0.534 | 0.614 | -0.440 | 0.804 | 0.636 | -0.144 | 0.653 |
방사선사 | 0.725 | -0.622 | -0.618 | -0.607 | 0.721 | -0.682 | 0.573 | 1.000 | 0.758 | 0.648 | -0.587 | 0.652 | 0.369 | -0.035 | 0.603 | -0.320 | 0.679 | 0.578 | 0.095 | 0.556 |
물리치료사 | 0.965 | -0.581 | -0.665 | -0.793 | 0.948 | -0.807 | 0.786 | 0.758 | 1.000 | 0.927 | -0.787 | 0.838 | 0.570 | -0.353 | 0.755 | -0.302 | 0.925 | 0.690 | 0.073 | 0.756 |
작업치료사 | 0.938 | -0.590 | -0.698 | -0.815 | 0.916 | -0.728 | 0.799 | 0.648 | 0.927 | 1.000 | -0.749 | 0.834 | 0.525 | -0.348 | 0.757 | -0.366 | 0.942 | 0.722 | 0.138 | 0.847 |
치과기공사 | -0.766 | 0.633 | 0.513 | 0.653 | -0.801 | 0.503 | -0.879 | -0.587 | -0.787 | -0.749 | 1.000 | -0.651 | -0.351 | 0.571 | -0.665 | 0.448 | -0.774 | -0.587 | -0.001 | -0.583 |
치과위생사 | 0.832 | -0.551 | -0.682 | -0.637 | 0.822 | -0.646 | 0.758 | 0.652 | 0.838 | 0.834 | -0.651 | 1.000 | 0.549 | -0.204 | 0.479 | -0.156 | 0.818 | 0.809 | 0.225 | 0.813 |
보건의료 정보관리사 | 0.640 | -0.469 | -0.309 | -0.414 | 0.632 | -0.701 | 0.471 | 0.369 | 0.570 | 0.525 | -0.351 | 0.549 | 1.000 | -0.369 | 0.330 | -0.027 | 0.504 | 0.355 | 0.003 | 0.600 |
안경사 | -0.369 | 0.166 | 0.153 | 0.207 | -0.405 | 0.151 | -0.534 | -0.035 | -0.353 | -0.348 | 0.571 | -0.204 | -0.369 | 1.000 | -0.343 | 0.055 | -0.260 | -0.088 | 0.281 | -0.222 |
약사 | 0.775 | -0.418 | -0.509 | -0.763 | 0.758 | -0.550 | 0.614 | 0.603 | 0.755 | 0.757 | -0.665 | 0.479 | 0.330 | -0.343 | 1.000 | -0.509 | 0.748 | 0.453 | -0.101 | 0.416 |
한약사 | -0.371 | 0.476 | 0.429 | 0.404 | -0.344 | 0.217 | -0.440 | -0.320 | -0.302 | -0.366 | 0.448 | -0.156 | -0.027 | 0.055 | -0.509 | 1.000 | -0.423 | -0.194 | -0.040 | -0.142 |
1급 응급구조사 | 0.936 | -0.661 | -0.658 | -0.729 | 0.921 | -0.728 | 0.804 | 0.679 | 0.925 | 0.942 | -0.774 | 0.818 | 0.504 | -0.260 | 0.748 | -0.423 | 1.000 | 0.803 | 0.096 | 0.775 |
2급 응급구조사 | 0.690 | -0.480 | -0.533 | -0.487 | 0.657 | -0.404 | 0.636 | 0.578 | 0.690 | 0.722 | -0.587 | 0.809 | 0.355 | -0.088 | 0.453 | -0.194 | 0.803 | 1.000 | 0.235 | 0.712 |
영양사 | 0.026 | 0.092 | -0.027 | -0.311 | -0.013 | -0.015 | -0.144 | 0.095 | 0.073 | 0.138 | -0.001 | 0.225 | 0.003 | 0.281 | -0.101 | -0.040 | 0.096 | 0.235 | 1.000 | 0.182 |
간호조무사 | 0.756 | -0.640 | -0.521 | -0.680 | 0.742 | -0.690 | 0.653 | 0.556 | 0.756 | 0.847 | -0.583 | 0.813 | 0.600 | -0.222 | 0.416 | -0.142 | 0.775 | 0.712 | 0.182 | 1.000 |
연도 | 의사 | 치과의사 | 한의사 | 간호사 | 조산사 | 임상병리사 | 방사선사 | 물리치료사 | 작업치료사 | 치과기공사 | 치과위생사 | 보건의료 정보관리사 | 안경사 | 약사 | 한약사 | 1급 응급구조사 | 2급 응급구조사 | 영양사 | 간호조무사 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 2023 | 3153 | 740 | 810 | 23303 | 7 | 2517 | 1957 | 4629 | 1578 | 820 | 4517 | 1514 | 1133 | 1887 | 134 | 1448 | 978 | 3415 | 29139 |
1 | 2022 | 3159 | 727 | 731 | 23310 | 11 | 2630 | 2318 | 4673 | 1900 | 794 | 4834 | 1205 | 1259 | 1843 | 123 | 1360 | 574 | 4100 | 34045 |
2 | 2021 | 3066 | 760 | 744 | 21748 | 9 | 2394 | 1886 | 4269 | 1908 | 941 | 4345 | 1409 | 1257 | 1750 | 111 | 1524 | 930 | 4331 | 36092 |
3 | 2020 | 2996 | 780 | 744 | 21568 | 12 | 3035 | 2007 | 4325 | 1880 | 754 | 4636 | 2062 | 1197 | 1929 | 133 | 1500 | 1146 | 3324 | 36117 |
4 | 2019 | 3172 | 789 | 721 | 20602 | 15 | 1890 | 2025 | 4459 | 1772 | 955 | 4618 | 927 | 1471 | 1896 | 102 | 1573 | 1354 | 4233 | 33715 |
5 | 2018 | 3201 | 746 | 796 | 19898 | 20 | 2483 | 1954 | 4450 | 1929 | 804 | 4663 | 774 | 1213 | 1840 | 146 | 1541 | 2037 | 4103 | 35016 |
6 | 2017 | 3097 | 747 | 775 | 19423 | 19 | 2053 | 2022 | 3822 | 1592 | 817 | 4535 | 1162 | 1323 | 1873 | 100 | 1396 | 1863 | 4382 | 33944 |
7 | 2016 | 3103 | 765 | 757 | 17488 | 16 | 2231 | 2209 | 3842 | 1761 | 948 | 4299 | 1083 | 1249 | 1798 | 118 | 1305 | 1108 | 3915 | 37026 |
8 | 2015 | 3127 | 724 | 771 | 15689 | 18 | 2130 | 2268 | 3579 | 1331 | 975 | 4652 | 1023 | 1456 | 1691 | 121 | 1218 | 1570 | 4466 | 31246 |
9 | 2014 | 3201 | 791 | 782 | 15452 | 17 | 1988 | 1351 | 3762 | 1520 | 1088 | 5081 | 1845 | 1345 | 118 | 153 | 1152 | 1358 | 4849 | 37410 |
연도 | 의사 | 치과의사 | 한의사 | 간호사 | 조산사 | 임상병리사 | 방사선사 | 물리치료사 | 작업치료사 | 치과기공사 | 치과위생사 | 보건의료 정보관리사 | 안경사 | 약사 | 한약사 | 1급 응급구조사 | 2급 응급구조사 | 영양사 | 간호조무사 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
11 | 2012 | 3207 | 776 | 823 | 12822 | 19 | 1489 | 1398 | 3310 | 1130 | 1277 | 4119 | 1241 | 1208 | 1613 | 135 | 968 | 559 | 3933 | 31592 |
12 | 2011 | 3094 | 737 | 824 | 12505 | 13 | 1604 | 1610 | 2793 | 1055 | 1370 | 3716 | 1035 | 1490 | 1387 | 128 | 892 | 506 | 4061 | 32351 |
13 | 2010 | 3220 | 801 | 769 | 11839 | 16 | 1179 | 1662 | 3104 | 1001 | 1285 | 3364 | 981 | 1699 | 1424 | 157 | 749 | 597 | 5396 | 32995 |
14 | 2009 | 3512 | 776 | 890 | 11719 | 38 | 1701 | 1276 | 2359 | 900 | 1384 | 3469 | 817 | 1444 | 1374 | 136 | 668 | 731 | 3505 | 28298 |
15 | 2008 | 3886 | 853 | 866 | 11335 | 25 | 1222 | 1820 | 2513 | 655 | 1458 | 3203 | 1188 | 1576 | 1360 | 142 | 725 | 604 | 4298 | 21942 |
16 | 2007 | 3305 | 873 | 827 | 11950 | 26 | 1436 | 1565 | 2418 | 589 | 1368 | 3053 | 1037 | 1426 | 1405 | 150 | 553 | 457 | 3606 | 20994 |
17 | 2006 | 3487 | 798 | 816 | 10495 | 27 | 1376 | 1450 | 2433 | 607 | 1317 | 2535 | 611 | 1418 | 1399 | 125 | 515 | 437 | 4066 | 20443 |
18 | 2005 | 3374 | 843 | 854 | 11627 | 32 | 1389 | 1537 | 2493 | 500 | 1256 | 2527 | 678 | 1348 | 1306 | 157 | 529 | 525 | 3513 | 18958 |
19 | 2004 | 3756 | 898 | 853 | 10827 | 66 | 1516 | 1337 | 1941 | 314 | 1147 | 2288 | 867 | 1051 | 1325 | 140 | 109 | 409 | 4368 | 16908 |
20 | 2003 | 3163 | 843 | 1007 | 10671 | 71 | 1606 | 1177 | 1913 | 235 | 1068 | 2018 | 498 | 1453 | 1253 | 105 | 565 | 492 | 3919 | 17387 |