Dataset statistics
Number of variables | 9 |
---|---|
Number of observations | 10000 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 839.8 KiB |
Average record size in memory | 86.0 B |
Variable types
Categorical | 3 |
---|---|
Text | 1 |
Numeric | 5 |
Dataset
Description | 3단상병별 건강보험 진료비 통계 / 진료일자 기준(심사분은 각 진료년+4개월) (예) 진료년월: 2022.1월~12월, 심사년월: 2022.1월~2023.4월 / 보험자: 건강보험 / 요양기관 종별: 약국 제외 / 한방상병 제외 |
---|---|
Author | 건강보험심사평가원 |
URL | https://www.data.go.kr/data/15072907/fileData.do |
진료년도 has constant value "" | Constant |
환자수 is highly overall correlated with 명세서청구건수 and 3 other fields | High correlation |
명세서청구건수 is highly overall correlated with 환자수 and 3 other fields | High correlation |
입내원일수 is highly overall correlated with 환자수 and 3 other fields | High correlation |
요양급여비용총액 is highly overall correlated with 환자수 and 3 other fields | High correlation |
보험자부담금 is highly overall correlated with 환자수 and 3 other fields | High correlation |
Reproduction
Analysis started | 2023-12-12 15:36:03.605567 |
---|---|
Analysis finished | 2023-12-12 15:36:08.790265 |
Duration | 5.18 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
진료년도
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
2022 |
---|
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2022 |
---|---|
2nd row | 2022 |
3rd row | 2022 |
4th row | 2022 |
5th row | 2022 |
Common Values
Value | Count | Frequency (%) |
2022 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2022 | 10000 |
주상병코드
Text
Distinct | 1629 |
---|---|
Distinct (%) | 16.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
Value | Count | Frequency (%) |
l74 | 15 | 0.1% |
f32 | 15 | 0.1% |
c84 | 15 | 0.1% |
k00 | 15 | 0.1% |
k76 | 14 | 0.1% |
c30 | 14 | 0.1% |
h36 | 14 | 0.1% |
f20 | 14 | 0.1% |
m54 | 13 | 0.1% |
t95 | 13 | 0.1% |
Other values (1619) | 9858 |
Most occurring characters
Value | Count | Frequency (%) |
0 | 2384 | 7.9% |
2 | 2220 | 7.4% |
1 | 2192 | 7.3% |
3 | 2060 | 6.9% |
4 | 2017 | 6.7% |
6 | 1960 | 6.5% |
5 | 1909 | 6.4% |
8 | 1850 | 6.2% |
7 | 1753 | 5.8% |
9 | 1655 | 5.5% |
Other values (22) | 10000 |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 20000 | |
Uppercase Letter | 10000 |
Most frequent character per category
Uppercase Letter
Value | Count | Frequency (%) |
S | 672 | 6.7% |
T | 661 | 6.6% |
R | 632 | 6.3% |
L | 548 | 5.5% |
M | 539 | 5.4% |
Z | 534 | 5.3% |
Q | 532 | 5.3% |
D | 524 | 5.2% |
K | 513 | 5.1% |
H | 506 | 5.1% |
Other values (12) | 4339 |
Decimal Number
Value | Count | Frequency (%) |
0 | 2384 | |
2 | 2220 | |
1 | 2192 | |
3 | 2060 | |
4 | 2017 | |
6 | 1960 | |
5 | 1909 | |
8 | 1850 | |
7 | 1753 | |
9 | 1655 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 20000 | |
Latin | 10000 |
Most frequent character per script
Latin
Value | Count | Frequency (%) |
S | 672 | 6.7% |
T | 661 | 6.6% |
R | 632 | 6.3% |
L | 548 | 5.5% |
M | 539 | 5.4% |
Z | 534 | 5.3% |
Q | 532 | 5.3% |
D | 524 | 5.2% |
K | 513 | 5.1% |
H | 506 | 5.1% |
Other values (12) | 4339 |
Common
Value | Count | Frequency (%) |
0 | 2384 | |
2 | 2220 | |
1 | 2192 | |
3 | 2060 | |
4 | 2017 | |
6 | 1960 | |
5 | 1909 | |
8 | 1850 | |
7 | 1753 | |
9 | 1655 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 30000 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
0 | 2384 | 7.9% |
2 | 2220 | 7.4% |
1 | 2192 | 7.3% |
3 | 2060 | 6.9% |
4 | 2017 | 6.7% |
6 | 1960 | 6.5% |
5 | 1909 | 6.4% |
8 | 1850 | 6.2% |
7 | 1753 | 5.8% |
9 | 1655 | 5.5% |
Other values (22) | 10000 |
성별
Categorical
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
여 | |
---|---|
남 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 여 |
---|---|
2nd row | 남 |
3rd row | 여 |
4th row | 여 |
5th row | 남 |
Common Values
Value | Count | Frequency (%) |
여 | 5136 | |
남 | 4864 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
여 | 5136 | |
남 | 4864 |
연령군
Categorical
Distinct | 18 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
06_25~29세 | 609 |
---|---|
05_20~24세 | 597 |
12_55~59세 | 590 |
07_30~34세 | 589 |
13_60~64세 | 576 |
Other values (13) |
Length
Max length | 9 |
---|---|
Median length | 9 |
Mean length | 8.7894 |
Min length | 7 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 17_80~84세 |
---|---|
2nd row | 17_80~84세 |
3rd row | 09_40~44세 |
4th row | 12_55~59세 |
5th row | 14_65~69세 |
Common Values
Value | Count | Frequency (%) |
06_25~29세 | 609 | 6.1% |
05_20~24세 | 597 | 6.0% |
12_55~59세 | 590 | 5.9% |
07_30~34세 | 589 | 5.9% |
13_60~64세 | 576 | 5.8% |
09_40~44세 | 572 | 5.7% |
11_50~54세 | 569 | 5.7% |
04_15~19세 | 569 | 5.7% |
15_70~74세 | 557 | 5.6% |
08_35~39세 | 544 | 5.4% |
Other values (8) | 4228 |
Length
Value | Count | Frequency (%) |
06_25~29세 | 609 | 5.8% |
05_20~24세 | 597 | 5.7% |
12_55~59세 | 590 | 5.6% |
07_30~34세 | 589 | 5.6% |
13_60~64세 | 576 | 5.5% |
09_40~44세 | 572 | 5.4% |
11_50~54세 | 569 | 5.4% |
04_15~19세 | 569 | 5.4% |
15_70~74세 | 557 | 5.3% |
08_35~39세 | 544 | 5.2% |
Other values (9) | 4768 |
환자수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 3460 |
---|---|
Distinct (%) | 34.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6855.1205 |
Minimum | 1 |
---|---|
Maximum | 861086 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 16 |
median | 144 |
Q3 | 1517.5 |
95-th percentile | 29019.95 |
Maximum | 861086 |
Range | 861085 |
Interquartile range (IQR) | 1501.5 |
Descriptive statistics
Standard deviation | 34566.522 |
---|---|
Coefficient of variation (CV) | 5.0424382 |
Kurtosis | 217.25858 |
Mean | 6855.1205 |
Median Absolute Deviation (MAD) | 142 |
Skewness | 12.688876 |
Sum | 68551205 |
Variance | 1.1948444 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 519 | 5.2% |
2 | 344 | 3.4% |
3 | 233 | 2.3% |
4 | 195 | 1.9% |
5 | 174 | 1.7% |
8 | 132 | 1.3% |
6 | 123 | 1.2% |
7 | 114 | 1.1% |
11 | 109 | 1.1% |
10 | 99 | 1.0% |
Other values (3450) | 7958 |
Value | Count | Frequency (%) |
1 | 519 | |
2 | 344 | |
3 | 233 | |
4 | 195 | 1.9% |
5 | 174 | 1.7% |
6 | 123 | 1.2% |
7 | 114 | 1.1% |
8 | 132 | 1.3% |
9 | 94 | 0.9% |
10 | 99 | 1.0% |
Value | Count | Frequency (%) |
861086 | 1 | |
813395 | 1 | |
771310 | 1 | |
745896 | 1 | |
723913 | 1 | |
666005 | 1 | |
621963 | 1 | |
618629 | 1 | |
580203 | 1 | |
543716 | 1 |
명세서청구건수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 4328 |
---|---|
Distinct (%) | 43.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 17978.29 |
Minimum | 1 |
---|---|
Maximum | 3814990 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 2 |
Q1 | 39 |
median | 400 |
Q3 | 3781.5 |
95-th percentile | 66384.75 |
Maximum | 3814990 |
Range | 3814989 |
Interquartile range (IQR) | 3742.5 |
Descriptive statistics
Standard deviation | 114249.96 |
---|---|
Coefficient of variation (CV) | 6.3548844 |
Kurtosis | 440.42637 |
Mean | 17978.29 |
Median Absolute Deviation (MAD) | 396 |
Skewness | 18.278716 |
Sum | 1.797829 × 108 |
Variance | 1.3053053 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 345 | 3.5% |
2 | 247 | 2.5% |
3 | 152 | 1.5% |
4 | 138 | 1.4% |
5 | 117 | 1.2% |
6 | 102 | 1.0% |
9 | 85 | 0.9% |
8 | 80 | 0.8% |
13 | 75 | 0.8% |
7 | 73 | 0.7% |
Other values (4318) | 8586 |
Value | Count | Frequency (%) |
1 | 345 | |
2 | 247 | |
3 | 152 | |
4 | 138 | 1.4% |
5 | 117 | 1.2% |
6 | 102 | 1.0% |
7 | 73 | 0.7% |
8 | 80 | 0.8% |
9 | 85 | 0.9% |
10 | 65 | 0.7% |
Value | Count | Frequency (%) |
3814990 | 1 | |
3261857 | 1 | |
3230307 | 1 | |
3193769 | 1 | |
2972601 | 1 | |
2535156 | 1 | |
2056207 | 1 | |
1914910 | 1 | |
1885429 | 1 | |
1867028 | 1 |
입내원일수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 4634 |
---|---|
Distinct (%) | 46.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 19891.686 |
Minimum | 0 |
---|---|
Maximum | 3828039 |
Zeros | 5 |
Zeros (%) | < 0.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 2 |
Q1 | 51 |
median | 558 |
Q3 | 4813 |
95-th percentile | 77211.5 |
Maximum | 3828039 |
Range | 3828039 |
Interquartile range (IQR) | 4762 |
Descriptive statistics
Standard deviation | 118952.47 |
---|---|
Coefficient of variation (CV) | 5.9800092 |
Kurtosis | 402.19423 |
Mean | 19891.686 |
Median Absolute Deviation (MAD) | 552 |
Skewness | 17.396686 |
Sum | 1.9891686 × 108 |
Variance | 1.414969 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 328 | 3.3% |
2 | 225 | 2.2% |
3 | 126 | 1.3% |
4 | 120 | 1.2% |
5 | 94 | 0.9% |
6 | 80 | 0.8% |
9 | 78 | 0.8% |
8 | 77 | 0.8% |
7 | 72 | 0.7% |
10 | 59 | 0.6% |
Other values (4624) | 8741 |
Value | Count | Frequency (%) |
0 | 5 | 0.1% |
1 | 328 | |
2 | 225 | |
3 | 126 | 1.3% |
4 | 120 | 1.2% |
5 | 94 | 0.9% |
6 | 80 | 0.8% |
7 | 72 | 0.7% |
8 | 77 | 0.8% |
9 | 78 | 0.8% |
Value | Count | Frequency (%) |
3828039 | 1 | |
3280652 | 1 | |
3245179 | 1 | |
3199480 | 1 | |
2990753 | 1 | |
2936133 | 1 | |
2108849 | 1 | |
1970983 | 1 | |
1887663 | 1 | |
1876471 | 1 |
요양급여비용총액
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 9875 |
---|---|
Distinct (%) | 98.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.5393207 × 109 |
Minimum | 0 |
---|---|
Maximum | 2.58958 × 1011 |
Zeros | 2 |
Zeros (%) | < 0.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 98446.5 |
Q1 | 5625952.5 |
median | 69247355 |
Q3 | 5.4289784 × 108 |
95-th percentile | 6.1698241 × 109 |
Maximum | 2.58958 × 1011 |
Range | 2.58958 × 1011 |
Interquartile range (IQR) | 5.3727189 × 108 |
Descriptive statistics
Standard deviation | 7.6472046 × 109 |
---|---|
Coefficient of variation (CV) | 4.9679085 |
Kurtosis | 306.8684 |
Mean | 1.5393207 × 109 |
Median Absolute Deviation (MAD) | 69002810 |
Skewness | 14.516677 |
Sum | 1.5393207 × 1013 |
Variance | 5.8479738 × 1019 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
16970 | 40 | 0.4% |
12130 | 12 | 0.1% |
29100 | 8 | 0.1% |
21180 | 7 | 0.1% |
24260 | 6 | 0.1% |
33940 | 4 | < 0.1% |
27910 | 4 | < 0.1% |
29260 | 4 | < 0.1% |
19350 | 4 | < 0.1% |
17950 | 4 | < 0.1% |
Other values (9865) | 9907 |
Value | Count | Frequency (%) |
0 | 2 | |
1760 | 1 | |
3290 | 1 | |
4930 | 1 | |
5100 | 2 | |
5610 | 2 | |
6020 | 1 | |
6070 | 1 | |
6630 | 1 | |
7000 | 1 |
Value | Count | Frequency (%) |
258958000000 | 1 | |
209412000000 | 1 | |
173616000000 | 1 | |
163853000000 | 1 | |
143689000000 | 1 | |
130201000000 | 1 | |
118143000000 | 1 | |
116852000000 | 1 | |
116695000000 | 1 | |
116526000000 | 1 |
보험자부담금
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 9873 |
---|---|
Distinct (%) | 98.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.1834844 × 109 |
Minimum | 0 |
---|---|
Maximum | 1.94692 × 1011 |
Zeros | 2 |
Zeros (%) | < 0.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 59845 |
Q1 | 3922810 |
median | 50328325 |
Q3 | 3.9175637 × 108 |
95-th percentile | 4.6368951 × 109 |
Maximum | 1.94692 × 1011 |
Range | 1.94692 × 1011 |
Interquartile range (IQR) | 3.8783356 × 108 |
Descriptive statistics
Standard deviation | 6.0931121 × 109 |
---|---|
Coefficient of variation (CV) | 5.1484517 |
Kurtosis | 315.84884 |
Mean | 1.1834844 × 109 |
Median Absolute Deviation (MAD) | 50181470 |
Skewness | 14.81627 |
Sum | 1.1834844 × 1013 |
Variance | 3.7126015 × 1019 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
11970 | 28 | 0.3% |
15370 | 11 | 0.1% |
10630 | 6 | 0.1% |
20500 | 6 | 0.1% |
8530 | 6 | 0.1% |
3210 | 5 | 0.1% |
3760 | 4 | < 0.1% |
14250 | 4 | < 0.1% |
14880 | 4 | < 0.1% |
17060 | 4 | < 0.1% |
Other values (9863) | 9922 |
Value | Count | Frequency (%) |
0 | 2 | < 0.1% |
1060 | 1 | < 0.1% |
2390 | 1 | < 0.1% |
2710 | 1 | < 0.1% |
2860 | 1 | < 0.1% |
2910 | 1 | < 0.1% |
3020 | 1 | < 0.1% |
3050 | 2 | < 0.1% |
3070 | 3 | |
3210 | 5 |
Value | Count | Frequency (%) |
194692000000 | 1 | |
192135000000 | 1 | |
121855000000 | 1 | |
121338000000 | 1 | |
117465000000 | 1 | |
110272000000 | 1 | |
103475000000 | 1 | |
101436000000 | 1 | |
96339693560 | 1 | |
92020903370 | 1 |
성별 | 연령군 | 환자수 | 명세서청구건수 | 입내원일수 | 요양급여비용총액 | 보험자부담금 | |
---|---|---|---|---|---|---|---|
성별 | 1.000 | 0.000 | 0.024 | 0.017 | 0.007 | 0.000 | 0.020 |
연령군 | 0.000 | 1.000 | 0.040 | 0.029 | 0.043 | 0.075 | 0.074 |
환자수 | 0.024 | 0.040 | 1.000 | 0.920 | 0.811 | 0.599 | 0.563 |
명세서청구건수 | 0.017 | 0.029 | 0.920 | 1.000 | 0.968 | 0.766 | 0.669 |
입내원일수 | 0.007 | 0.043 | 0.811 | 0.968 | 1.000 | 0.841 | 0.637 |
요양급여비용총액 | 0.000 | 0.075 | 0.599 | 0.766 | 0.841 | 1.000 | 0.946 |
보험자부담금 | 0.020 | 0.074 | 0.563 | 0.669 | 0.637 | 0.946 | 1.000 |
성별 | 연령군 | |
---|---|---|
성별 | 1.000 | 0.000 |
연령군 | 0.000 | 1.000 |
환자수 | 명세서청구건수 | 입내원일수 | 요양급여비용총액 | 보험자부담금 | 성별 | 연령군 | |
---|---|---|---|---|---|---|---|
환자수 | 1.000 | 0.982 | 0.965 | 0.881 | 0.866 | 0.018 | 0.015 |
명세서청구건수 | 0.982 | 1.000 | 0.989 | 0.923 | 0.912 | 0.013 | 0.011 |
입내원일수 | 0.965 | 0.989 | 1.000 | 0.955 | 0.947 | 0.007 | 0.014 |
요양급여비용총액 | 0.881 | 0.923 | 0.955 | 1.000 | 0.999 | 0.000 | 0.025 |
보험자부담금 | 0.866 | 0.912 | 0.947 | 0.999 | 1.000 | 0.015 | 0.031 |
성별 | 0.018 | 0.013 | 0.007 | 0.000 | 0.015 | 1.000 | 0.000 |
연령군 | 0.015 | 0.011 | 0.014 | 0.025 | 0.031 | 0.000 | 1.000 |
진료년도 | 주상병코드 | 성별 | 연령군 | 환자수 | 명세서청구건수 | 입내원일수 | 요양급여비용총액 | 보험자부담금 | |
---|---|---|---|---|---|---|---|---|---|
17997 | 2022 | H36 | 여 | 17_80~84세 | 19861 | 52757 | 52793 | 3562963380 | 2355456210 |
45665 | 2022 | T17 | 남 | 17_80~84세 | 712 | 866 | 1023 | 166577900 | 124682310 |
56 | 2022 | A01 | 여 | 09_40~44세 | 8 | 11 | 11 | 344940 | 203940 |
20148 | 2022 | I26 | 여 | 12_55~59세 | 503 | 1576 | 2242 | 640316940 | 503420140 |
27078 | 2022 | L05 | 남 | 14_65~69세 | 412 | 1025 | 1035 | 28643510 | 22340070 |
14684 | 2022 | G00 | 여 | 17_80~84세 | 17 | 50 | 572 | 221498620 | 170989380 |
10925 | 2022 | E41 | 남 | 12_55~59세 | 84 | 159 | 217 | 9937760 | 7845400 |
34270 | 2022 | N89 | 여 | 08_35~39세 | 748 | 1018 | 1037 | 101926970 | 63994910 |
22327 | 2022 | J05 | 남 | 16_75~79세 | 384 | 713 | 885 | 112985120 | 86712470 |
46782 | 2022 | T50 | 여 | 06_25~29세 | 569 | 708 | 1091 | 495555510 | 382093320 |
진료년도 | 주상병코드 | 성별 | 연령군 | 환자수 | 명세서청구건수 | 입내원일수 | 요양급여비용총액 | 보험자부담금 | |
---|---|---|---|---|---|---|---|---|---|
46480 | 2022 | T41 | 여 | 09_40~44세 | 2 | 5 | 5 | 237730 | 177230 |
40466 | 2022 | R62 | 남 | 03_10~14세 | 8941 | 40843 | 40957 | 1944101870 | 1152865660 |
37687 | 2022 | Q72 | 남 | 07_30~34세 | 5 | 5 | 5 | 185890 | 87890 |
39210 | 2022 | R22 | 여 | 15_70~74세 | 3872 | 8480 | 8990 | 824051580 | 467510830 |
28861 | 2022 | L82 | 남 | 13_60~64세 | 2684 | 4148 | 4165 | 184873320 | 90262850 |
26150 | 2022 | K66 | 남 | 18_85세 이상 | 51 | 116 | 507 | 249256330 | 198305720 |
16198 | 2022 | G61 | 남 | 12_55~59세 | 314 | 2505 | 7208 | 1541275220 | 1333963310 |
11520 | 2022 | E65 | 남 | 09_40~44세 | 6 | 6 | 6 | 315590 | 204790 |
40333 | 2022 | R58 | 남 | 14_65~69세 | 173 | 225 | 240 | 19251700 | 11945820 |
48985 | 2022 | Z13 | 남 | 08_35~39세 | 1438 | 1949 | 1948 | 109736250 | 57821050 |