Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 10000 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 605.5 KiB |
Average record size in memory | 62.0 B |
Variable types
Numeric | 6 |
---|
Dataset
Description | 기준일ID,시간대구분,자치구코드,총생활인구수,중국인체류인구수,중국외외국인체류인구수 |
---|---|
Author | 서울특별시 |
URL | https://data.seoul.go.kr/dataList/OA-15440/S/1/datasetView.do |
총생활인구수 is highly overall correlated with 중국인체류인구수 and 1 other fields | High correlation |
중국인체류인구수 is highly overall correlated with 총생활인구수 | High correlation |
중국외외국인체류인구수 is highly overall correlated with 총생활인구수 | High correlation |
총생활인구수 has unique values | Unique |
중국인체류인구수 has unique values | Unique |
시간대구분 has 422 (4.2%) zeros | Zeros |
Reproduction
Analysis started | 2024-04-27 10:45:17.577429 |
---|---|
Analysis finished | 2024-04-27 10:45:29.333582 |
Duration | 11.76 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
기준일ID
Real number (ℝ)
Distinct | 167 |
---|---|
Distinct (%) | 1.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 20237208 |
Minimum | 20231106 |
---|---|
Maximum | 20240422 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 20231106 |
---|---|
5-th percentile | 20231114 |
Q1 | 20231217 |
median | 20240128 |
Q3 | 20240312 |
95-th percentile | 20240415 |
Maximum | 20240422 |
Range | 9316 |
Interquartile range (IQR) | 9095 |
Descriptive statistics
Standard deviation | 4288.7254 |
---|---|
Coefficient of variation (CV) | 0.00021192278 |
Kurtosis | -1.5135574 |
Mean | 20237208 |
Median Absolute Deviation (MAD) | 198 |
Skewness | -0.69614796 |
Sum | 2.0237208 × 1011 |
Variance | 18393166 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
20240101 | 82 | 0.8% |
20240107 | 80 | 0.8% |
20240229 | 75 | 0.8% |
20240112 | 73 | 0.7% |
20240326 | 71 | 0.7% |
20231130 | 71 | 0.7% |
20240415 | 71 | 0.7% |
20231210 | 70 | 0.7% |
20240216 | 70 | 0.7% |
20231120 | 70 | 0.7% |
Other values (157) | 9267 |
Value | Count | Frequency (%) |
20231106 | 38 | |
20231107 | 57 | |
20231108 | 55 | |
20231109 | 61 | |
20231110 | 64 | |
20231111 | 65 | |
20231112 | 52 | |
20231113 | 66 | |
20231114 | 48 | |
20231115 | 69 |
Value | Count | Frequency (%) |
20240422 | 62 | |
20240421 | 66 | |
20240420 | 61 | |
20240419 | 68 | |
20240418 | 56 | |
20240417 | 66 | |
20240416 | 62 | |
20240415 | 71 | |
20240414 | 58 | |
20240413 | 66 |
시간대구분
Real number (ℝ)
ZEROS
 
Distinct | 24 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 11.4196 |
Minimum | 0 |
---|---|
Maximum | 23 |
Zeros | 422 |
Zeros (%) | 4.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1 |
Q1 | 5 |
median | 11 |
Q3 | 17 |
95-th percentile | 22 |
Maximum | 23 |
Range | 23 |
Interquartile range (IQR) | 12 |
Descriptive statistics
Standard deviation | 6.885454 |
---|---|
Coefficient of variation (CV) | 0.60295054 |
Kurtosis | -1.1955398 |
Mean | 11.4196 |
Median Absolute Deviation (MAD) | 6 |
Skewness | 0.011998737 |
Sum | 114196 |
Variance | 47.409477 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
7 | 452 | 4.5% |
2 | 445 | 4.5% |
3 | 431 | 4.3% |
19 | 431 | 4.3% |
15 | 428 | 4.3% |
11 | 426 | 4.3% |
14 | 426 | 4.3% |
21 | 425 | 4.2% |
8 | 424 | 4.2% |
0 | 422 | 4.2% |
Other values (14) | 5690 |
Value | Count | Frequency (%) |
0 | 422 | |
1 | 390 | |
2 | 445 | |
3 | 431 | |
4 | 411 | |
5 | 415 | |
6 | 398 | |
7 | 452 | |
8 | 424 | |
9 | 417 |
Value | Count | Frequency (%) |
23 | 403 | |
22 | 371 | |
21 | 425 | |
20 | 411 | |
19 | 431 | |
18 | 413 | |
17 | 412 | |
16 | 393 | |
15 | 428 | |
14 | 426 |
자치구코드
Real number (ℝ)
Distinct | 25 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 11417.239 |
Minimum | 11110 |
---|---|
Maximum | 11740 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 11110 |
---|---|
5-th percentile | 11140 |
Q1 | 11260 |
median | 11410 |
Q3 | 11560 |
95-th percentile | 11710 |
Maximum | 11740 |
Range | 630 |
Interquartile range (IQR) | 300 |
Descriptive statistics
Standard deviation | 186.15157 |
---|---|
Coefficient of variation (CV) | 0.01630443 |
Kurtosis | -1.1915565 |
Mean | 11417.239 |
Median Absolute Deviation (MAD) | 150 |
Skewness | 0.077140007 |
Sum | 1.1417239 × 108 |
Variance | 34652.407 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
11710 | 428 | 4.3% |
11305 | 423 | 4.2% |
11470 | 422 | 4.2% |
11500 | 420 | 4.2% |
11380 | 416 | 4.2% |
11410 | 414 | 4.1% |
11545 | 411 | 4.1% |
11230 | 411 | 4.1% |
11290 | 410 | 4.1% |
11350 | 407 | 4.1% |
Other values (15) | 5838 |
Value | Count | Frequency (%) |
11110 | 402 | |
11140 | 391 | |
11170 | 407 | |
11200 | 382 | |
11215 | 384 | |
11230 | 411 | |
11260 | 374 | |
11290 | 410 | |
11305 | 423 | |
11320 | 394 |
Value | Count | Frequency (%) |
11740 | 401 | |
11710 | 428 | |
11680 | 385 | |
11650 | 393 | |
11620 | 388 | |
11590 | 391 | |
11560 | 406 | |
11545 | 411 | |
11530 | 387 | |
11500 | 420 |
총생활인구수
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 10000 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 15540.613 |
Minimum | 2384.1339 |
---|---|
Maximum | 169588.47 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 2384.1339 |
---|---|
5-th percentile | 4715.5652 |
Q1 | 8447.955 |
median | 14851.908 |
Q3 | 19766.497 |
95-th percentile | 34319.701 |
Maximum | 169588.47 |
Range | 167204.33 |
Interquartile range (IQR) | 11318.542 |
Descriptive statistics
Standard deviation | 9737.8418 |
---|---|
Coefficient of variation (CV) | 0.62660604 |
Kurtosis | 16.221787 |
Mean | 15540.613 |
Median Absolute Deviation (MAD) | 5772.7609 |
Skewness | 2.2619221 |
Sum | 1.5540613 × 108 |
Variance | 94825562 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
16938.9378 | 1 | < 0.1% |
40636.7536 | 1 | < 0.1% |
13379.4683 | 1 | < 0.1% |
2937.8859 | 1 | < 0.1% |
4916.1246 | 1 | < 0.1% |
9106.0265 | 1 | < 0.1% |
33027.9536 | 1 | < 0.1% |
28351.0632 | 1 | < 0.1% |
20867.7112 | 1 | < 0.1% |
20446.9656 | 1 | < 0.1% |
Other values (9990) | 9990 |
Value | Count | Frequency (%) |
2384.1339 | 1 | |
2396.1778 | 1 | |
2415.2601 | 1 | |
2421.9514 | 1 | |
2425.3915 | 1 | |
2431.5667 | 1 | |
2440.7683 | 1 | |
2446.999 | 1 | |
2457.2918 | 1 | |
2461.3083 | 1 |
Value | Count | Frequency (%) |
169588.4673 | 1 | |
134110.2022 | 1 | |
131241.9135 | 1 | |
112508.7761 | 1 | |
104111.0056 | 1 | |
100738.6642 | 1 | |
93538.0099 | 1 | |
90755.3545 | 1 | |
90561.927 | 1 | |
86621.667 | 1 |
중국인체류인구수
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 10000 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 10500.131 |
Minimum | 1296.6012 |
---|---|
Maximum | 155769.59 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 1296.6012 |
---|---|
5-th percentile | 2287.9911 |
Q1 | 4009.9452 |
median | 8791.3887 |
Q3 | 12956.114 |
95-th percentile | 31447.063 |
Maximum | 155769.59 |
Range | 154472.99 |
Interquartile range (IQR) | 8946.1685 |
Descriptive statistics
Standard deviation | 8699.4721 |
---|---|
Coefficient of variation (CV) | 0.82851082 |
Kurtosis | 18.395125 |
Mean | 10500.131 |
Median Absolute Deviation (MAD) | 4502.74 |
Skewness | 2.7441726 |
Sum | 1.0500131 × 108 |
Variance | 75680815 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
11532.8597 | 1 | < 0.1% |
38722.9591 | 1 | < 0.1% |
8162.5843 | 1 | < 0.1% |
1585.4689 | 1 | < 0.1% |
3165.6781 | 1 | < 0.1% |
6048.4439 | 1 | < 0.1% |
31133.2488 | 1 | < 0.1% |
26409.3829 | 1 | < 0.1% |
10897.9198 | 1 | < 0.1% |
13655.7573 | 1 | < 0.1% |
Other values (9990) | 9990 |
Value | Count | Frequency (%) |
1296.6012 | 1 | |
1301.9239 | 1 | |
1311.5067 | 1 | |
1314.5685 | 1 | |
1319.2163 | 1 | |
1326.259 | 1 | |
1332.6693 | 1 | |
1337.9142 | 1 | |
1346.7467 | 1 | |
1349.9349 | 1 |
Value | Count | Frequency (%) |
155769.5899 | 1 | |
125982.6711 | 1 | |
123381.8278 | 1 | |
104493.4306 | 1 | |
69802.4667 | 1 | |
67568.8229 | 1 | |
63615.3082 | 1 | |
60744.8741 | 1 | |
59943.4311 | 1 | |
59296.4996 | 1 |
중국외외국인체류인구수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 9999 |
---|---|
Distinct (%) | > 99.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5040.4816 |
Minimum | 949.5453 |
---|---|
Maximum | 44814.504 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 949.5453 |
---|---|
5-th percentile | 1469.2735 |
Q1 | 2481.6381 |
median | 4663.0469 |
Q3 | 6625.683 |
95-th percentile | 10817.856 |
Maximum | 44814.504 |
Range | 43864.959 |
Interquartile range (IQR) | 4144.045 |
Descriptive statistics
Standard deviation | 3244.9234 |
---|---|
Coefficient of variation (CV) | 0.6437725 |
Kurtosis | 12.791265 |
Mean | 5040.4816 |
Median Absolute Deviation (MAD) | 2127.156 |
Skewness | 2.0452684 |
Sum | 50404816 |
Variance | 10529528 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1305.9883 | 2 | < 0.1% |
5406.076 | 1 | < 0.1% |
5496.5408 | 1 | < 0.1% |
5216.8851 | 1 | < 0.1% |
1352.4153 | 1 | < 0.1% |
1750.4476 | 1 | < 0.1% |
3057.5824 | 1 | < 0.1% |
1894.7041 | 1 | < 0.1% |
1941.681 | 1 | < 0.1% |
9969.7907 | 1 | < 0.1% |
Other values (9989) | 9989 |
Value | Count | Frequency (%) |
949.5453 | 1 | |
1006.4143 | 1 | |
1013.4359 | 1 | |
1013.8218 | 1 | |
1015.7656 | 1 | |
1024.1465 | 1 | |
1026.1452 | 1 | |
1028.5987 | 1 | |
1035.9074 | 1 | |
1045.788 | 1 |
Value | Count | Frequency (%) |
44814.5041 | 1 | |
40068.5924 | 1 | |
38755.9558 | 1 | |
38370.2966 | 1 | |
37638.9321 | 1 | |
36402.3017 | 1 | |
36154.4448 | 1 | |
36107.926 | 1 | |
32820.5968 | 1 | |
31557.0317 | 1 |
기준일ID | 시간대구분 | 자치구코드 | 총생활인구수 | 중국인체류인구수 | 중국외외국인체류인구수 | |
---|---|---|---|---|---|---|
기준일ID | 1.000 | 0.000 | 0.000 | 0.112 | 0.076 | 0.106 |
시간대구분 | 0.000 | 1.000 | 0.000 | 0.087 | 0.089 | 0.092 |
자치구코드 | 0.000 | 0.000 | 1.000 | 0.476 | 0.475 | 0.547 |
총생활인구수 | 0.112 | 0.087 | 0.476 | 1.000 | 0.979 | 0.797 |
중국인체류인구수 | 0.076 | 0.089 | 0.475 | 0.979 | 1.000 | 0.560 |
중국외외국인체류인구수 | 0.106 | 0.092 | 0.547 | 0.797 | 0.560 | 1.000 |
기준일ID | 시간대구분 | 자치구코드 | 총생활인구수 | 중국인체류인구수 | 중국외외국인체류인구수 | |
---|---|---|---|---|---|---|
기준일ID | 1.000 | 0.009 | 0.003 | -0.021 | -0.018 | -0.023 |
시간대구분 | 0.009 | 1.000 | -0.002 | 0.001 | 0.003 | -0.016 |
자치구코드 | 0.003 | -0.002 | 1.000 | 0.012 | 0.074 | -0.135 |
총생활인구수 | -0.021 | 0.001 | 0.012 | 1.000 | 0.938 | 0.583 |
중국인체류인구수 | -0.018 | 0.003 | 0.074 | 0.938 | 1.000 | 0.355 |
중국외외국인체류인구수 | -0.023 | -0.016 | -0.135 | 0.583 | 0.355 | 1.000 |
기준일ID | 시간대구분 | 자치구코드 | 총생활인구수 | 중국인체류인구수 | 중국외외국인체류인구수 | |
---|---|---|---|---|---|---|
26925 | 20240309 | 21 | 11110 | 16938.9378 | 11532.8597 | 5406.076 |
42942 | 20240209 | 13 | 11545 | 20540.2839 | 18974.9301 | 1565.3528 |
79470 | 20231210 | 10 | 11620 | 20971.281 | 13871.7704 | 7099.5053 |
62471 | 20240107 | 2 | 11650 | 8997.529 | 3214.2589 | 5783.2666 |
4936 | 20240414 | 5 | 11380 | 6366.2012 | 3526.4342 | 2839.7689 |
2647 | 20240418 | 9 | 11680 | 24636.462 | 13214.243 | 11422.2174 |
49696 | 20240129 | 19 | 11650 | 15909.2795 | 8206.69 | 7702.5909 |
34067 | 20240226 | 18 | 11545 | 17713.3158 | 16076.0762 | 1637.2395 |
71303 | 20231224 | 20 | 11200 | 14361.1231 | 9362.2898 | 4998.837 |
85644 | 20231130 | 17 | 11590 | 13594.59 | 9868.4397 | 3726.153 |
기준일ID | 시간대구분 | 자치구코드 | 총생활인구수 | 중국인체류인구수 | 중국외외국인체류인구수 | |
---|---|---|---|---|---|---|
45322 | 20240205 | 12 | 11680 | 27886.4596 | 15084.0714 | 12802.3878 |
9904 | 20240406 | 12 | 11215 | 22249.2354 | 16272.7629 | 5976.4734 |
98115 | 20231109 | 12 | 11500 | 9577.8944 | 6557.4691 | 3020.4231 |
94934 | 20231114 | 5 | 11320 | 3179.6032 | 1688.5153 | 1491.0891 |
70104 | 20231226 | 20 | 11215 | 21588.2099 | 15800.0675 | 5788.1427 |
47440 | 20240201 | 1 | 11500 | 9365.3854 | 6211.9144 | 3153.4727 |
633 | 20240421 | 1 | 11305 | 7249.304 | 4558.9405 | 2690.3614 |
65644 | 20240102 | 9 | 11590 | 13150.4431 | 9028.1071 | 4122.3353 |
50033 | 20240128 | 9 | 11305 | 6561.6217 | 4454.9394 | 2106.6818 |
82568 | 20231205 | 14 | 11560 | 32786.2646 | 28671.1653 | 4115.0989 |