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-15441/S/1/datasetView.do |
총생활인구수 is highly overall correlated with 중국인체류인구수 and 1 other fields | High correlation |
중국인체류인구수 is highly overall correlated with 총생활인구수 and 1 other fields | High correlation |
중국외외국인체류인구수 is highly overall correlated with 총생활인구수 and 1 other fields | High correlation |
시간대구분 has 399 (4.0%) zeros | Zeros |
Reproduction
Analysis started | 2024-04-27 12:13:32.380358 |
---|---|
Analysis finished | 2024-04-27 12:13:46.500796 |
Duration | 14.12 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
기준일ID
Real number (ℝ)
Distinct | 168 |
---|---|
Distinct (%) | 1.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 20237223 |
Minimum | 20231105 |
---|---|
Maximum | 20240422 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 20231105 |
---|---|
5-th percentile | 20231113 |
Q1 | 20231218 |
median | 20240129 |
Q3 | 20240312 |
95-th percentile | 20240414 |
Maximum | 20240422 |
Range | 9317 |
Interquartile range (IQR) | 9094 |
Descriptive statistics
Standard deviation | 4285.1072 |
---|---|
Coefficient of variation (CV) | 0.00021174384 |
Kurtosis | -1.5035571 |
Mean | 20237223 |
Median Absolute Deviation (MAD) | 197 |
Skewness | -0.70329183 |
Sum | 2.0237223 × 1011 |
Variance | 18362144 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
20240114 | 78 | 0.8% |
20240330 | 74 | 0.7% |
20240403 | 74 | 0.7% |
20240124 | 74 | 0.7% |
20231113 | 72 | 0.7% |
20240402 | 72 | 0.7% |
20240129 | 72 | 0.7% |
20240418 | 71 | 0.7% |
20231227 | 71 | 0.7% |
20240324 | 71 | 0.7% |
Other values (158) | 9271 |
Value | Count | Frequency (%) |
20231105 | 21 | 0.2% |
20231106 | 60 | |
20231107 | 60 | |
20231108 | 55 | |
20231109 | 53 | |
20231110 | 64 | |
20231111 | 65 | |
20231112 | 54 | |
20231113 | 72 | |
20231114 | 57 |
Value | Count | Frequency (%) |
20240422 | 60 | |
20240421 | 52 | |
20240420 | 60 | |
20240419 | 61 | |
20240418 | 71 | |
20240417 | 67 | |
20240416 | 62 | |
20240415 | 58 | |
20240414 | 66 | |
20240413 | 62 |
시간대구분
Real number (ℝ)
ZEROS
 
Distinct | 24 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 11.4827 |
Minimum | 0 |
---|---|
Maximum | 23 |
Zeros | 399 |
Zeros (%) | 4.0% |
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 | 6.9059445 |
---|---|
Coefficient of variation (CV) | 0.60142166 |
Kurtosis | -1.2019555 |
Mean | 11.4827 |
Median Absolute Deviation (MAD) | 6 |
Skewness | 0.0092111134 |
Sum | 114827 |
Variance | 47.69207 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
5 | 454 | 4.5% |
4 | 444 | 4.4% |
18 | 436 | 4.4% |
12 | 433 | 4.3% |
11 | 428 | 4.3% |
10 | 424 | 4.2% |
7 | 423 | 4.2% |
13 | 423 | 4.2% |
17 | 423 | 4.2% |
23 | 420 | 4.2% |
Other values (14) | 5692 |
Value | Count | Frequency (%) |
0 | 399 | |
1 | 415 | |
2 | 408 | |
3 | 418 | |
4 | 444 | |
5 | 454 | |
6 | 401 | |
7 | 423 | |
8 | 384 | |
9 | 413 |
Value | Count | Frequency (%) |
23 | 420 | |
22 | 420 | |
21 | 405 | |
20 | 400 | |
19 | 404 | |
18 | 436 | |
17 | 423 | |
16 | 406 | |
15 | 415 | |
14 | 404 |
자치구코드
Real number (ℝ)
Distinct | 25 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 11419.004 |
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 | 187.87332 |
---|---|
Coefficient of variation (CV) | 0.016452689 |
Kurtosis | -1.2220098 |
Mean | 11419.004 |
Median Absolute Deviation (MAD) | 150 |
Skewness | 0.072117367 |
Sum | 1.1419004 × 108 |
Variance | 35296.386 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
11650 | 445 | 4.5% |
11710 | 432 | 4.3% |
11740 | 420 | 4.2% |
11260 | 419 | 4.2% |
11215 | 416 | 4.2% |
11305 | 413 | 4.1% |
11410 | 411 | 4.1% |
11680 | 410 | 4.1% |
11140 | 405 | 4.0% |
11560 | 402 | 4.0% |
Other values (15) | 5827 |
Value | Count | Frequency (%) |
11110 | 387 | |
11140 | 405 | |
11170 | 397 | |
11200 | 400 | |
11215 | 416 | |
11230 | 383 | |
11260 | 419 | |
11290 | 370 | |
11305 | 413 | |
11320 | 399 |
Value | Count | Frequency (%) |
11740 | 420 | |
11710 | 432 | |
11680 | 410 | |
11650 | 445 | |
11620 | 388 | |
11590 | 377 | |
11560 | 402 | |
11545 | 394 | |
11530 | 401 | |
11500 | 392 |
총생활인구수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 9998 |
---|---|
Distinct (%) | > 99.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6382.5351 |
Minimum | 5.4134 |
---|---|
Maximum | 60907.219 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 5.4134 |
---|---|
5-th percentile | 473.36721 |
Q1 | 1079.0049 |
median | 2566.6182 |
Q3 | 8291.261 |
95-th percentile | 21631.661 |
Maximum | 60907.219 |
Range | 60901.806 |
Interquartile range (IQR) | 7212.2561 |
Descriptive statistics
Standard deviation | 8641.6161 |
---|---|
Coefficient of variation (CV) | 1.3539473 |
Kurtosis | 7.5029458 |
Mean | 6382.5351 |
Median Absolute Deviation (MAD) | 1929.352 |
Skewness | 2.5750394 |
Sum | 63825351 |
Variance | 74677529 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1025.3789 | 2 | < 0.1% |
453.1381 | 2 | < 0.1% |
8521.9879 | 1 | < 0.1% |
5747.4172 | 1 | < 0.1% |
396.0813 | 1 | < 0.1% |
905.8511 | 1 | < 0.1% |
717.741 | 1 | < 0.1% |
905.1006 | 1 | < 0.1% |
408.8683 | 1 | < 0.1% |
1267.0907 | 1 | < 0.1% |
Other values (9988) | 9988 |
Value | Count | Frequency (%) |
5.4134 | 1 | |
23.7785 | 1 | |
232.2135 | 1 | |
237.3234 | 1 | |
246.7048 | 1 | |
251.7377 | 1 | |
253.2236 | 1 | |
253.9798 | 1 | |
254.4399 | 1 | |
264.5747 | 1 |
Value | Count | Frequency (%) |
60907.2193 | 1 | |
55310.8135 | 1 | |
53005.4824 | 1 | |
51496.5041 | 1 | |
50350.8079 | 1 | |
50336.6109 | 1 | |
49994.3495 | 1 | |
49511.9133 | 1 | |
49470.5314 | 1 | |
49251.728 | 1 |
중국인체류인구수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 9988 |
---|---|
Distinct (%) | 99.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2276.6416 |
Minimum | 0 |
---|---|
Maximum | 24751.122 |
Zeros | 8 |
Zeros (%) | 0.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 140.58524 |
Q1 | 390.96382 |
median | 1175.5949 |
Q3 | 3106.7569 |
95-th percentile | 7508.5416 |
Maximum | 24751.122 |
Range | 24751.122 |
Interquartile range (IQR) | 2715.7931 |
Descriptive statistics
Standard deviation | 2904.8289 |
---|---|
Coefficient of variation (CV) | 1.2759272 |
Kurtosis | 9.0000671 |
Mean | 2276.6416 |
Median Absolute Deviation (MAD) | 922.71485 |
Skewness | 2.678423 |
Sum | 22766416 |
Variance | 8438030.9 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 8 | 0.1% |
1025.3789 | 2 | < 0.1% |
410.1516 | 2 | < 0.1% |
340.7355 | 2 | < 0.1% |
1118.7571 | 2 | < 0.1% |
899.8706 | 2 | < 0.1% |
3431.1486 | 1 | < 0.1% |
5354.6306 | 1 | < 0.1% |
4398.0711 | 1 | < 0.1% |
3450.5676 | 1 | < 0.1% |
Other values (9978) | 9978 |
Value | Count | Frequency (%) |
0.0 | 8 | |
1.8818 | 1 | < 0.1% |
2.0363 | 1 | < 0.1% |
15.9824 | 1 | < 0.1% |
16.5313 | 1 | < 0.1% |
18.1991 | 1 | < 0.1% |
31.3454 | 1 | < 0.1% |
36.6374 | 1 | < 0.1% |
40.1585 | 1 | < 0.1% |
43.3679 | 1 | < 0.1% |
Value | Count | Frequency (%) |
24751.1221 | 1 | |
21864.9878 | 1 | |
21099.1884 | 1 | |
20425.3954 | 1 | |
19868.9851 | 1 | |
19825.7709 | 1 | |
19707.9953 | 1 | |
19595.5526 | 1 | |
19323.0595 | 1 | |
19179.98 | 1 |
중국외외국인체류인구수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 9961 |
---|---|
Distinct (%) | 99.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4105.8935 |
Minimum | 0 |
---|---|
Maximum | 38188.036 |
Zeros | 36 |
Zeros (%) | 0.4% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 292.72963 |
Q1 | 639.81158 |
median | 1196.0422 |
Q3 | 5188.4257 |
95-th percentile | 14664.477 |
Maximum | 38188.036 |
Range | 38188.036 |
Interquartile range (IQR) | 4548.6141 |
Descriptive statistics
Standard deviation | 5912.3337 |
---|---|
Coefficient of variation (CV) | 1.4399628 |
Kurtosis | 7.5191675 |
Mean | 4105.8935 |
Median Absolute Deviation (MAD) | 857.61765 |
Skewness | 2.5765143 |
Sum | 41058935 |
Variance | 34955690 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 36 | 0.4% |
14.7667 | 3 | < 0.1% |
1036.9407 | 2 | < 0.1% |
858.1361 | 2 | < 0.1% |
557.2317 | 1 | < 0.1% |
3176.4103 | 1 | < 0.1% |
6753.622 | 1 | < 0.1% |
3933.9876 | 1 | < 0.1% |
242.8726 | 1 | < 0.1% |
374.4787 | 1 | < 0.1% |
Other values (9951) | 9951 |
Value | Count | Frequency (%) |
0.0 | 36 | |
5.4135 | 1 | < 0.1% |
13.2 | 1 | < 0.1% |
14.7667 | 3 | < 0.1% |
23.7785 | 1 | < 0.1% |
142.4066 | 1 | < 0.1% |
155.4047 | 1 | < 0.1% |
163.2802 | 1 | < 0.1% |
164.9894 | 1 | < 0.1% |
167.5512 | 1 | < 0.1% |
Value | Count | Frequency (%) |
38188.0356 | 1 | |
37795.098 | 1 | |
36156.0962 | 1 | |
36141.8982 | 1 | |
36011.9205 | 1 | |
35844.6693 | 1 | |
35602.8176 | 1 | |
35296.8224 | 1 | |
35256.5809 | 1 | |
34768.5941 | 1 |
기준일ID | 시간대구분 | 자치구코드 | 총생활인구수 | 중국인체류인구수 | 중국외외국인체류인구수 | |
---|---|---|---|---|---|---|
기준일ID | 1.000 | 0.000 | 0.022 | 0.109 | 0.064 | 0.061 |
시간대구분 | 0.000 | 1.000 | 0.016 | 0.173 | 0.071 | 0.182 |
자치구코드 | 0.022 | 0.016 | 1.000 | 0.770 | 0.710 | 0.772 |
총생활인구수 | 0.109 | 0.173 | 0.770 | 1.000 | 0.928 | 0.958 |
중국인체류인구수 | 0.064 | 0.071 | 0.710 | 0.928 | 1.000 | 0.866 |
중국외외국인체류인구수 | 0.061 | 0.182 | 0.772 | 0.958 | 0.866 | 1.000 |
기준일ID | 시간대구분 | 자치구코드 | 총생활인구수 | 중국인체류인구수 | 중국외외국인체류인구수 | |
---|---|---|---|---|---|---|
기준일ID | 1.000 | 0.016 | 0.001 | -0.001 | -0.016 | 0.011 |
시간대구분 | 0.016 | 1.000 | 0.004 | -0.012 | -0.004 | -0.021 |
자치구코드 | 0.001 | 0.004 | 1.000 | -0.024 | -0.035 | -0.049 |
총생활인구수 | -0.001 | -0.012 | -0.024 | 1.000 | 0.962 | 0.967 |
중국인체류인구수 | -0.016 | -0.004 | -0.035 | 0.962 | 1.000 | 0.875 |
중국외외국인체류인구수 | 0.011 | -0.021 | -0.049 | 0.967 | 0.875 | 1.000 |
기준일ID | 시간대구분 | 자치구코드 | 총생활인구수 | 중국인체류인구수 | 중국외외국인체류인구수 | |
---|---|---|---|---|---|---|
16964 | 20240325 | 6 | 11470 | 748.624 | 249.0273 | 499.596 |
30633 | 20240302 | 1 | 11305 | 1060.9666 | 592.4438 | 468.5225 |
85631 | 20231129 | 10 | 11530 | 2823.4536 | 2047.928 | 775.5241 |
51620 | 20240125 | 18 | 11230 | 2647.4247 | 1274.7317 | 1372.6934 |
57723 | 20240115 | 22 | 11305 | 848.3883 | 283.1766 | 565.2114 |
28169 | 20240307 | 22 | 11590 | 2345.4543 | 1595.2759 | 750.1786 |
30600 | 20240302 | 0 | 11110 | 11898.8494 | 4694.5637 | 7204.2873 |
83855 | 20231202 | 11 | 11500 | 8674.9012 | 4070.798 | 4604.1047 |
84684 | 20231201 | 20 | 11590 | 1491.2464 | 558.1678 | 933.08 |
91175 | 20231120 | 16 | 11350 | 632.9448 | 131.6381 | 501.3075 |
기준일ID | 시간대구분 | 자치구코드 | 총생활인구수 | 중국인체류인구수 | 중국외외국인체류인구수 | |
---|---|---|---|---|---|---|
96974 | 20231110 | 8 | 11320 | 449.4406 | 168.7768 | 280.6645 |
35097 | 20240224 | 11 | 11680 | 18153.9091 | 6269.1143 | 11884.796 |
11224 | 20240404 | 16 | 11740 | 787.519 | 177.1313 | 610.3876 |
81840 | 20231205 | 3 | 11110 | 12505.7224 | 3706.1472 | 8799.5751 |
80560 | 20231208 | 23 | 11620 | 1852.1595 | 786.6842 | 1065.4756 |
13934 | 20240330 | 5 | 11320 | 412.4315 | 126.3829 | 286.0493 |
23520 | 20240314 | 4 | 11620 | 2486.1251 | 1213.5844 | 1272.5416 |
84465 | 20231201 | 12 | 11110 | 17439.2045 | 4814.1508 | 12625.0544 |
1730 | 20240420 | 21 | 11230 | 2200.7587 | 912.9354 | 1287.8241 |
50489 | 20240127 | 13 | 11200 | 1487.4294 | 1001.6554 | 485.7739 |