Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 135 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 17.9 KiB |
| Average record size in memory | 136.0 B |
Variable types
| Numeric | 15 |
|---|
Dataset
| Description | 파일 다운로드 |
|---|---|
| Author | 서울특별시 |
| URL | https://data.seoul.go.kr/dataList/OA-12051/F/1/datasetView.do |
년도 is highly overall correlated with 교통 and 9 other fields | High correlation |
교통 is highly overall correlated with 년도 and 9 other fields | High correlation |
도로 is highly overall correlated with 년도 and 9 other fields | High correlation |
청소 is highly overall correlated with 년도 and 10 other fields | High correlation |
주택건축 is highly overall correlated with 년도 and 11 other fields | High correlation |
치수방재 is highly overall correlated with 년도 and 9 other fields | High correlation |
가로정비 is highly overall correlated with 도로 and 7 other fields | High correlation |
보건 is highly overall correlated with 년도 and 9 other fields | High correlation |
공원녹지 is highly overall correlated with 년도 and 10 other fields | High correlation |
환경 is highly overall correlated with 년도 and 11 other fields | High correlation |
경제/산업 is highly overall correlated with 년도 and 2 other fields | High correlation |
소방안전 is highly overall correlated with 주택건축 and 3 other fields | High correlation |
기타 불편사항 is highly overall correlated with 청소 and 3 other fields | High correlation |
총합계 is highly overall correlated with 년도 and 10 other fields | High correlation |
교통 has unique values | Unique |
총합계 has unique values | Unique |
보건 has 4 (3.0%) zeros | Zeros |
경제/산업 has 82 (60.7%) zeros | Zeros |
소방안전 has 28 (20.7%) zeros | Zeros |
Reproduction
| Analysis started | 2024-03-30 05:40:38.907028 |
|---|---|
| Analysis finished | 2024-03-30 05:41:59.328926 |
| Duration | 1 minute and 20.42 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
년도
Real number (ℝ)
HIGH CORRELATION
| Distinct | 12 |
|---|---|
| Distinct (%) | 8.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2017.7037 |
| Minimum | 2012 |
|---|---|
| Maximum | 2023 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 2012 |
|---|---|
| 5-th percentile | 2013 |
| Q1 | 2015 |
| median | 2018 |
| Q3 | 2020.5 |
| 95-th percentile | 2023 |
| Maximum | 2023 |
| Range | 11 |
| Interquartile range (IQR) | 5.5 |
Descriptive statistics
| Standard deviation | 3.2760416 |
|---|---|
| Coefficient of variation (CV) | 0.0016236485 |
| Kurtosis | -1.1772713 |
| Mean | 2017.7037 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.010370147 |
| Sum | 272390 |
| Variance | 10.732449 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 2013 | 12 | |
| 2014 | 12 | |
| 2015 | 12 | |
| 2016 | 12 | |
| 2017 | 12 | |
| 2018 | 12 | |
| 2019 | 12 | |
| 2020 | 12 | |
| 2021 | 12 | |
| 2022 | 12 | |
| Other values (2) | 15 |
| Value | Count | Frequency (%) |
| 2012 | 5 | |
| 2013 | 12 | |
| 2014 | 12 | |
| 2015 | 12 | |
| 2016 | 12 | |
| 2017 | 12 | |
| 2018 | 12 | |
| 2019 | 12 | |
| 2020 | 12 | |
| 2021 | 12 |
| Value | Count | Frequency (%) |
| 2023 | 10 | |
| 2022 | 12 | |
| 2021 | 12 | |
| 2020 | 12 | |
| 2019 | 12 | |
| 2018 | 12 | |
| 2017 | 12 | |
| 2016 | 12 | |
| 2015 | 12 | |
| 2014 | 12 |
월
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 8.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.5555556 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 9.5 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 5.5 |
Descriptive statistics
| Standard deviation | 3.4482673 |
|---|---|
| Coefficient of variation (CV) | 0.52600687 |
| Kurtosis | -1.2116366 |
| Mean | 6.5555556 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.037633403 |
| Sum | 885 |
| Variance | 11.890547 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 8 | 12 | |
| 9 | 12 | |
| 10 | 12 | |
| 11 | 11 | |
| 12 | 11 | |
| 1 | 11 | |
| 2 | 11 | |
| 3 | 11 | |
| 4 | 11 | |
| 5 | 11 | |
| Other values (2) | 22 |
| Value | Count | Frequency (%) |
| 1 | 11 | |
| 2 | 11 | |
| 3 | 11 | |
| 4 | 11 | |
| 5 | 11 | |
| 6 | 11 | |
| 7 | 11 | |
| 8 | 12 | |
| 9 | 12 | |
| 10 | 12 |
| Value | Count | Frequency (%) |
| 12 | 11 | |
| 11 | 11 | |
| 10 | 12 | |
| 9 | 12 | |
| 8 | 12 | |
| 7 | 11 | |
| 6 | 11 | |
| 5 | 11 | |
| 4 | 11 | |
| 3 | 11 |
교통
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 135 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27637.519 |
| Minimum | 46 |
|---|---|
| Maximum | 77223 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 46 |
|---|---|
| 5-th percentile | 347.6 |
| Q1 | 7480.5 |
| median | 27307 |
| Q3 | 43942 |
| 95-th percentile | 65584.8 |
| Maximum | 77223 |
| Range | 77177 |
| Interquartile range (IQR) | 36461.5 |
Descriptive statistics
| Standard deviation | 21206.092 |
|---|---|
| Coefficient of variation (CV) | 0.76729365 |
| Kurtosis | -1.0439862 |
| Mean | 27637.519 |
| Median Absolute Deviation (MAD) | 18752 |
| Skewness | 0.31609396 |
| Sum | 3731065 |
| Variance | 4.4969836 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 46 | 1 | 0.7% |
| 45637 | 1 | 0.7% |
| 39628 | 1 | 0.7% |
| 38404 | 1 | 0.7% |
| 35082 | 1 | 0.7% |
| 33380 | 1 | 0.7% |
| 33170 | 1 | 0.7% |
| 39210 | 1 | 0.7% |
| 45510 | 1 | 0.7% |
| 83 | 1 | 0.7% |
| Other values (125) | 125 |
| Value | Count | Frequency (%) |
| 46 | 1 | |
| 83 | 1 | |
| 87 | 1 | |
| 99 | 1 | |
| 149 | 1 | |
| 195 | 1 | |
| 251 | 1 | |
| 389 | 1 | |
| 579 | 1 | |
| 713 | 1 |
| Value | Count | Frequency (%) |
| 77223 | 1 | |
| 72640 | 1 | |
| 67792 | 1 | |
| 67467 | 1 | |
| 65903 | 1 | |
| 65894 | 1 | |
| 65631 | 1 | |
| 65565 | 1 | |
| 63571 | 1 | |
| 62497 | 1 |
도로
Real number (ℝ)
HIGH CORRELATION
| Distinct | 131 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1409.4 |
| Minimum | 34 |
|---|---|
| Maximum | 5000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 34 |
|---|---|
| 5-th percentile | 371 |
| Q1 | 926 |
| median | 1318 |
| Q3 | 1867 |
| 95-th percentile | 2659.3 |
| Maximum | 5000 |
| Range | 4966 |
| Interquartile range (IQR) | 941 |
Descriptive statistics
| Standard deviation | 752.73168 |
|---|---|
| Coefficient of variation (CV) | 0.53407953 |
| Kurtosis | 3.0357471 |
| Mean | 1409.4 |
| Median Absolute Deviation (MAD) | 485 |
| Skewness | 0.99814905 |
| Sum | 190269 |
| Variance | 566604.99 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2019 | 2 | 1.5% |
| 1726 | 2 | 1.5% |
| 1166 | 2 | 1.5% |
| 1318 | 2 | 1.5% |
| 57 | 1 | 0.7% |
| 1932 | 1 | 0.7% |
| 1377 | 1 | 0.7% |
| 1388 | 1 | 0.7% |
| 1792 | 1 | 0.7% |
| 1831 | 1 | 0.7% |
| Other values (121) | 121 |
| Value | Count | Frequency (%) |
| 34 | 1 | |
| 57 | 1 | |
| 60 | 1 | |
| 86 | 1 | |
| 105 | 1 | |
| 187 | 1 | |
| 238 | 1 | |
| 428 | 1 | |
| 439 | 1 | |
| 447 | 1 |
| Value | Count | Frequency (%) |
| 5000 | 1 | |
| 3494 | 1 | |
| 2998 | 1 | |
| 2877 | 1 | |
| 2834 | 1 | |
| 2780 | 1 | |
| 2758 | 1 | |
| 2617 | 1 | |
| 2557 | 1 | |
| 2531 | 1 |
청소
Real number (ℝ)
HIGH CORRELATION
| Distinct | 134 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2713.6815 |
| Minimum | 8 |
|---|---|
| Maximum | 8515 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 33.2 |
| Q1 | 1633 |
| median | 3161 |
| Q3 | 3747.5 |
| 95-th percentile | 4960.6 |
| Maximum | 8515 |
| Range | 8507 |
| Interquartile range (IQR) | 2114.5 |
Descriptive statistics
| Standard deviation | 1632.1848 |
|---|---|
| Coefficient of variation (CV) | 0.60146515 |
| Kurtosis | 0.12334645 |
| Mean | 2713.6815 |
| Median Absolute Deviation (MAD) | 783 |
| Skewness | -0.062888492 |
| Sum | 366347 |
| Variance | 2664027.3 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 22 | 2 | 1.5% |
| 15 | 1 | 0.7% |
| 4086 | 1 | 0.7% |
| 3785 | 1 | 0.7% |
| 3321 | 1 | 0.7% |
| 3294 | 1 | 0.7% |
| 3417 | 1 | 0.7% |
| 3459 | 1 | 0.7% |
| 3761 | 1 | 0.7% |
| 3876 | 1 | 0.7% |
| Other values (124) | 124 |
| Value | Count | Frequency (%) |
| 8 | 1 | |
| 9 | 1 | |
| 15 | 1 | |
| 17 | 1 | |
| 22 | 2 | |
| 29 | 1 | |
| 35 | 1 | |
| 62 | 1 | |
| 66 | 1 | |
| 67 | 1 |
| Value | Count | Frequency (%) |
| 8515 | 1 | |
| 5966 | 1 | |
| 5938 | 1 | |
| 5664 | 1 | |
| 5259 | 1 | |
| 5254 | 1 | |
| 5144 | 1 | |
| 4882 | 1 | |
| 4793 | 1 | |
| 4731 | 1 |
주택건축
Real number (ℝ)
HIGH CORRELATION
| Distinct | 122 |
|---|---|
| Distinct (%) | 90.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 399.34074 |
| Minimum | 2 |
|---|---|
| Maximum | 3185 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 8.7 |
| Q1 | 159.5 |
| median | 355 |
| Q3 | 495.5 |
| 95-th percentile | 975.2 |
| Maximum | 3185 |
| Range | 3183 |
| Interquartile range (IQR) | 336 |
Descriptive statistics
| Standard deviation | 426.48207 |
|---|---|
| Coefficient of variation (CV) | 1.0679653 |
| Kurtosis | 17.826939 |
| Mean | 399.34074 |
| Median Absolute Deviation (MAD) | 173 |
| Skewness | 3.5313459 |
| Sum | 53911 |
| Variance | 181886.96 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 274 | 3 | 2.2% |
| 9 | 3 | 2.2% |
| 36 | 2 | 1.5% |
| 466 | 2 | 1.5% |
| 443 | 2 | 1.5% |
| 602 | 2 | 1.5% |
| 174 | 2 | 1.5% |
| 302 | 2 | 1.5% |
| 2 | 2 | 1.5% |
| 352 | 2 | 1.5% |
| Other values (112) | 113 |
| Value | Count | Frequency (%) |
| 2 | 2 | |
| 3 | 1 | 0.7% |
| 5 | 1 | 0.7% |
| 6 | 1 | 0.7% |
| 7 | 1 | 0.7% |
| 8 | 1 | 0.7% |
| 9 | 3 | |
| 11 | 1 | 0.7% |
| 13 | 1 | 0.7% |
| 15 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 3185 | 1 | |
| 2464 | 1 | |
| 1957 | 1 | |
| 1636 | 1 | |
| 1363 | 1 | |
| 1012 | 1 | |
| 999 | 1 | |
| 965 | 1 | |
| 759 | 1 | |
| 752 | 1 |
치수방재
Real number (ℝ)
HIGH CORRELATION
| Distinct | 121 |
|---|---|
| Distinct (%) | 89.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 253.40741 |
| Minimum | 0 |
|---|---|
| Maximum | 807 |
| Zeros | 1 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 17.5 |
| Q1 | 105.5 |
| median | 222 |
| Q3 | 378.5 |
| 95-th percentile | 544 |
| Maximum | 807 |
| Range | 807 |
| Interquartile range (IQR) | 273 |
Descriptive statistics
| Standard deviation | 173.55262 |
|---|---|
| Coefficient of variation (CV) | 0.68487588 |
| Kurtosis | 0.099001239 |
| Mean | 253.40741 |
| Median Absolute Deviation (MAD) | 137 |
| Skewness | 0.62978212 |
| Sum | 34210 |
| Variance | 30120.512 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 156 | 2 | 1.5% |
| 384 | 2 | 1.5% |
| 201 | 2 | 1.5% |
| 207 | 2 | 1.5% |
| 304 | 2 | 1.5% |
| 325 | 2 | 1.5% |
| 165 | 2 | 1.5% |
| 102 | 2 | 1.5% |
| 127 | 2 | 1.5% |
| 56 | 2 | 1.5% |
| Other values (111) | 115 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 2 | 1 | |
| 7 | 1 | |
| 9 | 2 | |
| 11 | 1 | |
| 14 | 1 | |
| 19 | 1 | |
| 20 | 1 | |
| 22 | 1 | |
| 28 | 1 |
| Value | Count | Frequency (%) |
| 807 | 1 | |
| 720 | 1 | |
| 706 | 1 | |
| 672 | 1 | |
| 646 | 1 | |
| 593 | 1 | |
| 558 | 1 | |
| 538 | 1 | |
| 510 | 1 | |
| 505 | 1 |
가로정비
Real number (ℝ)
HIGH CORRELATION
| Distinct | 133 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4551.2593 |
| Minimum | 11 |
|---|---|
| Maximum | 12906 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 79.7 |
| Q1 | 3460.5 |
| median | 4537 |
| Q3 | 5792.5 |
| 95-th percentile | 9636.6 |
| Maximum | 12906 |
| Range | 12895 |
| Interquartile range (IQR) | 2332 |
Descriptive statistics
| Standard deviation | 2612.3731 |
|---|---|
| Coefficient of variation (CV) | 0.57398908 |
| Kurtosis | 0.44892572 |
| Mean | 4551.2593 |
| Median Absolute Deviation (MAD) | 1248 |
| Skewness | 0.31602901 |
| Sum | 614420 |
| Variance | 6824493.3 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4281 | 2 | 1.5% |
| 516 | 2 | 1.5% |
| 11 | 1 | 0.7% |
| 4868 | 1 | 0.7% |
| 4761 | 1 | 0.7% |
| 4743 | 1 | 0.7% |
| 4663 | 1 | 0.7% |
| 4602 | 1 | 0.7% |
| 4203 | 1 | 0.7% |
| 6310 | 1 | 0.7% |
| Other values (123) | 123 |
| Value | Count | Frequency (%) |
| 11 | 1 | |
| 34 | 1 | |
| 50 | 1 | |
| 53 | 1 | |
| 59 | 1 | |
| 69 | 1 | |
| 72 | 1 | |
| 83 | 1 | |
| 97 | 1 | |
| 151 | 1 |
| Value | Count | Frequency (%) |
| 12906 | 1 | |
| 10761 | 1 | |
| 10527 | 1 | |
| 10396 | 1 | |
| 10196 | 1 | |
| 9945 | 1 | |
| 9806 | 1 | |
| 9564 | 1 | |
| 9169 | 1 | |
| 8910 | 1 |
보건
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 109 |
|---|---|
| Distinct (%) | 80.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 222.88889 |
| Minimum | 0 |
|---|---|
| Maximum | 1206 |
| Zeros | 4 |
| Zeros (%) | 3.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 53 |
| median | 149 |
| Q3 | 350 |
| 95-th percentile | 566.9 |
| Maximum | 1206 |
| Range | 1206 |
| Interquartile range (IQR) | 297 |
Descriptive statistics
| Standard deviation | 212.95447 |
|---|---|
| Coefficient of variation (CV) | 0.95542884 |
| Kurtosis | 2.5493711 |
| Mean | 222.88889 |
| Median Absolute Deviation (MAD) | 126 |
| Skewness | 1.3524912 |
| Sum | 30090 |
| Variance | 45349.607 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 4 | 3.0% |
| 66 | 4 | 3.0% |
| 32 | 3 | 2.2% |
| 258 | 3 | 2.2% |
| 4 | 2 | 1.5% |
| 346 | 2 | 1.5% |
| 42 | 2 | 1.5% |
| 126 | 2 | 1.5% |
| 1 | 2 | 1.5% |
| 149 | 2 | 1.5% |
| Other values (99) | 109 |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 1 | 2 | |
| 2 | 2 | |
| 3 | 2 | |
| 4 | 2 | |
| 7 | 1 | 0.7% |
| 8 | 2 | |
| 9 | 1 | 0.7% |
| 11 | 1 | 0.7% |
| 13 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 1206 | 1 | |
| 803 | 1 | |
| 726 | 1 | |
| 707 | 1 | |
| 694 | 1 | |
| 688 | 1 | |
| 583 | 1 | |
| 560 | 1 | |
| 550 | 2 | |
| 546 | 1 |
공원녹지
Real number (ℝ)
HIGH CORRELATION
| Distinct | 127 |
|---|---|
| Distinct (%) | 94.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 374.93333 |
| Minimum | 3 |
|---|---|
| Maximum | 1091 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 27.6 |
| Q1 | 139 |
| median | 276 |
| Q3 | 603.5 |
| 95-th percentile | 907.1 |
| Maximum | 1091 |
| Range | 1088 |
| Interquartile range (IQR) | 464.5 |
Descriptive statistics
| Standard deviation | 297.88509 |
|---|---|
| Coefficient of variation (CV) | 0.79450148 |
| Kurtosis | -0.61621442 |
| Mean | 374.93333 |
| Median Absolute Deviation (MAD) | 185 |
| Skewness | 0.74848065 |
| Sum | 50616 |
| Variance | 88735.525 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 160 | 2 | 1.5% |
| 378 | 2 | 1.5% |
| 70 | 2 | 1.5% |
| 51 | 2 | 1.5% |
| 693 | 2 | 1.5% |
| 91 | 2 | 1.5% |
| 182 | 2 | 1.5% |
| 276 | 2 | 1.5% |
| 745 | 1 | 0.7% |
| 777 | 1 | 0.7% |
| Other values (117) | 117 |
| Value | Count | Frequency (%) |
| 3 | 1 | |
| 4 | 1 | |
| 6 | 1 | |
| 10 | 1 | |
| 14 | 1 | |
| 15 | 1 | |
| 22 | 1 | |
| 30 | 1 | |
| 35 | 1 | |
| 42 | 1 |
| Value | Count | Frequency (%) |
| 1091 | 1 | |
| 1068 | 1 | |
| 1055 | 1 | |
| 1030 | 1 | |
| 970 | 1 | |
| 964 | 1 | |
| 919 | 1 | |
| 902 | 1 | |
| 895 | 1 | |
| 885 | 1 |
환경
Real number (ℝ)
HIGH CORRELATION
| Distinct | 125 |
|---|---|
| Distinct (%) | 92.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1233.0667 |
| Minimum | 1 |
|---|---|
| Maximum | 9985 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6.7 |
| Q1 | 271.5 |
| median | 1043 |
| Q3 | 1556 |
| 95-th percentile | 3788.3 |
| Maximum | 9985 |
| Range | 9984 |
| Interquartile range (IQR) | 1284.5 |
Descriptive statistics
| Standard deviation | 1484.2811 |
|---|---|
| Coefficient of variation (CV) | 1.2037314 |
| Kurtosis | 13.391189 |
| Mean | 1233.0667 |
| Median Absolute Deviation (MAD) | 666 |
| Skewness | 3.1878707 |
| Sum | 166464 |
| Variance | 2203090.2 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6 | 3 | 2.2% |
| 1549 | 2 | 1.5% |
| 1153 | 2 | 1.5% |
| 1044 | 2 | 1.5% |
| 34 | 2 | 1.5% |
| 1066 | 2 | 1.5% |
| 50 | 2 | 1.5% |
| 641 | 2 | 1.5% |
| 4 | 2 | 1.5% |
| 2054 | 1 | 0.7% |
| Other values (115) | 115 |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.7% |
| 2 | 1 | 0.7% |
| 4 | 2 | |
| 6 | 3 | |
| 7 | 1 | 0.7% |
| 13 | 1 | 0.7% |
| 15 | 1 | 0.7% |
| 17 | 1 | 0.7% |
| 19 | 1 | 0.7% |
| 20 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 9985 | 1 | |
| 8225 | 1 | |
| 6539 | 1 | |
| 6285 | 1 | |
| 5125 | 1 | |
| 4496 | 1 | |
| 4090 | 1 | |
| 3659 | 1 | |
| 2794 | 1 | |
| 2711 | 1 |
경제/산업
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 8 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.75555556 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 82 |
| Zeros (%) | 60.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.3738858 |
|---|---|
| Coefficient of variation (CV) | 1.8183783 |
| Kurtosis | 7.8094237 |
| Mean | 0.75555556 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.676931 |
| Sum | 102 |
| Variance | 1.8875622 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 82 | |
| 1 | 33 | |
| 2 | 10 | 7.4% |
| 4 | 4 | 3.0% |
| 5 | 2 | 1.5% |
| 7 | 2 | 1.5% |
| 3 | 1 | 0.7% |
| 6 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 82 | |
| 1 | 33 | |
| 2 | 10 | 7.4% |
| 3 | 1 | 0.7% |
| 4 | 4 | 3.0% |
| 5 | 2 | 1.5% |
| 6 | 1 | 0.7% |
| 7 | 2 | 1.5% |
| Value | Count | Frequency (%) |
| 7 | 2 | 1.5% |
| 6 | 1 | 0.7% |
| 5 | 2 | 1.5% |
| 4 | 4 | 3.0% |
| 3 | 1 | 0.7% |
| 2 | 10 | 7.4% |
| 1 | 33 | |
| 0 | 82 |
소방안전
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 27 |
|---|---|
| Distinct (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.0444444 |
| Minimum | 0 |
|---|---|
| Maximum | 65 |
| Zeros | 28 |
| Zeros (%) | 20.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 5 |
| Q3 | 12.5 |
| 95-th percentile | 23 |
| Maximum | 65 |
| Range | 65 |
| Interquartile range (IQR) | 11.5 |
Descriptive statistics
| Standard deviation | 9.1111435 |
|---|---|
| Coefficient of variation (CV) | 1.1326007 |
| Kurtosis | 10.218099 |
| Mean | 8.0444444 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 2.3122925 |
| Sum | 1086 |
| Variance | 83.012935 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 0 | 28 | |
| 2 | 10 | 7.4% |
| 8 | 10 | 7.4% |
| 1 | 9 | 6.7% |
| 3 | 8 | 5.9% |
| 5 | 8 | 5.9% |
| 4 | 7 | 5.2% |
| 6 | 6 | 4.4% |
| 20 | 6 | 4.4% |
| 11 | 5 | 3.7% |
| Other values (17) | 38 |
| Value | Count | Frequency (%) |
| 0 | 28 | |
| 1 | 9 | 6.7% |
| 2 | 10 | 7.4% |
| 3 | 8 | 5.9% |
| 4 | 7 | 5.2% |
| 5 | 8 | 5.9% |
| 6 | 6 | 4.4% |
| 7 | 4 | 3.0% |
| 8 | 10 | 7.4% |
| 10 | 3 | 2.2% |
| Value | Count | Frequency (%) |
| 65 | 1 | 0.7% |
| 30 | 1 | 0.7% |
| 27 | 1 | 0.7% |
| 26 | 1 | 0.7% |
| 25 | 1 | 0.7% |
| 23 | 4 | |
| 22 | 1 | 0.7% |
| 21 | 3 | |
| 20 | 6 | |
| 18 | 2 | 1.5% |
기타 불편사항
Real number (ℝ)
HIGH CORRELATION
| Distinct | 132 |
|---|---|
| Distinct (%) | 97.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2298.0222 |
| Minimum | 16 |
|---|---|
| Maximum | 7847 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 51.8 |
| Q1 | 325.5 |
| median | 2410 |
| Q3 | 3437 |
| 95-th percentile | 5799.9 |
| Maximum | 7847 |
| Range | 7831 |
| Interquartile range (IQR) | 3111.5 |
Descriptive statistics
| Standard deviation | 1896.3448 |
|---|---|
| Coefficient of variation (CV) | 0.82520736 |
| Kurtosis | -0.28858315 |
| Mean | 2298.0222 |
| Median Absolute Deviation (MAD) | 1373 |
| Skewness | 0.56552646 |
| Sum | 310233 |
| Variance | 3596123.8 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 99 | 3 | 2.2% |
| 3071 | 2 | 1.5% |
| 16 | 1 | 0.7% |
| 2870 | 1 | 0.7% |
| 3254 | 1 | 0.7% |
| 2782 | 1 | 0.7% |
| 2688 | 1 | 0.7% |
| 2385 | 1 | 0.7% |
| 2533 | 1 | 0.7% |
| 2998 | 1 | 0.7% |
| Other values (122) | 122 |
| Value | Count | Frequency (%) |
| 16 | 1 | |
| 24 | 1 | |
| 28 | 1 | |
| 30 | 1 | |
| 33 | 1 | |
| 43 | 1 | |
| 49 | 1 | |
| 53 | 1 | |
| 54 | 1 | |
| 66 | 1 |
| Value | Count | Frequency (%) |
| 7847 | 1 | |
| 7191 | 1 | |
| 6947 | 1 | |
| 6184 | 1 | |
| 6055 | 1 | |
| 5972 | 1 | |
| 5893 | 1 | |
| 5760 | 1 | |
| 5545 | 1 | |
| 5493 | 1 |
총합계
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 135 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43833 |
| Minimum | 230 |
|---|---|
| Maximum | 107800 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 230 |
|---|---|
| 5-th percentile | 1427.7 |
| Q1 | 19111 |
| median | 45878 |
| Q3 | 65421.5 |
| 95-th percentile | 92844.7 |
| Maximum | 107800 |
| Range | 107570 |
| Interquartile range (IQR) | 46310.5 |
Descriptive statistics
| Standard deviation | 28736.377 |
|---|---|
| Coefficient of variation (CV) | 0.65558773 |
| Kurtosis | -0.89538922 |
| Mean | 43833 |
| Median Absolute Deviation (MAD) | 22331 |
| Skewness | 0.10997204 |
| Sum | 5917455 |
| Variance | 8.2577936 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 230 | 1 | 0.7% |
| 67111 | 1 | 0.7% |
| 59699 | 1 | 0.7% |
| 54987 | 1 | 0.7% |
| 50606 | 1 | 0.7% |
| 49544 | 1 | 0.7% |
| 50517 | 1 | 0.7% |
| 57806 | 1 | 0.7% |
| 69507 | 1 | 0.7% |
| 427 | 1 | 0.7% |
| Other values (125) | 125 |
| Value | Count | Frequency (%) |
| 230 | 1 | |
| 315 | 1 | |
| 342 | 1 | |
| 396 | 1 | |
| 427 | 1 | |
| 682 | 1 | |
| 1168 | 1 | |
| 1539 | 1 | |
| 2246 | 1 | |
| 2338 | 1 |
| Value | Count | Frequency (%) |
| 107800 | 1 | |
| 105908 | 1 | |
| 104091 | 1 | |
| 100706 | 1 | |
| 99268 | 1 | |
| 94613 | 1 | |
| 94321 | 1 | |
| 92212 | 1 | |
| 88513 | 1 | |
| 87543 | 1 |
| 년도 | 월 | 교통 | 도로 | 청소 | 주택건축 | 치수방재 | 가로정비 | 보건 | 공원녹지 | 환경 | 경제/산업 | 소방안전 | 기타 불편사항 | 총합계 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 년도 | 1.000 | 0.000 | 0.941 | 0.537 | 0.687 | 0.604 | 0.634 | 0.764 | 0.418 | 0.749 | 0.565 | 0.363 | 0.575 | 0.862 | 0.900 |
| 월 | 0.000 | 1.000 | 0.000 | 0.382 | 0.174 | 0.153 | 0.504 | 0.561 | 0.372 | 0.425 | 0.260 | 0.160 | 0.000 | 0.000 | 0.000 |
| 교통 | 0.941 | 0.000 | 1.000 | 0.588 | 0.661 | 0.607 | 0.778 | 0.720 | 0.609 | 0.818 | 0.556 | 0.720 | 0.624 | 0.841 | 0.962 |
| 도로 | 0.537 | 0.382 | 0.588 | 1.000 | 0.409 | 0.388 | 0.679 | 0.353 | 0.829 | 0.695 | 0.275 | 0.414 | 0.261 | 0.285 | 0.575 |
| 청소 | 0.687 | 0.174 | 0.661 | 0.409 | 1.000 | 0.604 | 0.455 | 0.643 | 0.467 | 0.612 | 0.634 | 0.000 | 0.458 | 0.694 | 0.687 |
| 주택건축 | 0.604 | 0.153 | 0.607 | 0.388 | 0.604 | 1.000 | 0.399 | 0.317 | 0.439 | 0.388 | 0.979 | 0.000 | 0.412 | 0.760 | 0.577 |
| 치수방재 | 0.634 | 0.504 | 0.778 | 0.679 | 0.455 | 0.399 | 1.000 | 0.809 | 0.718 | 0.866 | 0.401 | 0.575 | 0.300 | 0.528 | 0.804 |
| 가로정비 | 0.764 | 0.561 | 0.720 | 0.353 | 0.643 | 0.317 | 0.809 | 1.000 | 0.398 | 0.690 | 0.292 | 0.213 | 0.094 | 0.642 | 0.751 |
| 보건 | 0.418 | 0.372 | 0.609 | 0.829 | 0.467 | 0.439 | 0.718 | 0.398 | 1.000 | 0.729 | 0.540 | 0.563 | 0.414 | 0.354 | 0.629 |
| 공원녹지 | 0.749 | 0.425 | 0.818 | 0.695 | 0.612 | 0.388 | 0.866 | 0.690 | 0.729 | 1.000 | 0.507 | 0.541 | 0.549 | 0.648 | 0.801 |
| 환경 | 0.565 | 0.260 | 0.556 | 0.275 | 0.634 | 0.979 | 0.401 | 0.292 | 0.540 | 0.507 | 1.000 | 0.000 | 0.506 | 0.583 | 0.510 |
| 경제/산업 | 0.363 | 0.160 | 0.720 | 0.414 | 0.000 | 0.000 | 0.575 | 0.213 | 0.563 | 0.541 | 0.000 | 1.000 | 0.000 | 0.087 | 0.560 |
| 소방안전 | 0.575 | 0.000 | 0.624 | 0.261 | 0.458 | 0.412 | 0.300 | 0.094 | 0.414 | 0.549 | 0.506 | 0.000 | 1.000 | 0.521 | 0.545 |
| 기타 불편사항 | 0.862 | 0.000 | 0.841 | 0.285 | 0.694 | 0.760 | 0.528 | 0.642 | 0.354 | 0.648 | 0.583 | 0.087 | 0.521 | 1.000 | 0.829 |
| 총합계 | 0.900 | 0.000 | 0.962 | 0.575 | 0.687 | 0.577 | 0.804 | 0.751 | 0.629 | 0.801 | 0.510 | 0.560 | 0.545 | 0.829 | 1.000 |
| 년도 | 월 | 교통 | 도로 | 청소 | 주택건축 | 치수방재 | 가로정비 | 보건 | 공원녹지 | 환경 | 경제/산업 | 소방안전 | 기타 불편사항 | 총합계 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 년도 | 1.000 | -0.099 | 0.984 | 0.633 | 0.546 | 0.759 | 0.642 | 0.392 | 0.753 | 0.812 | 0.733 | 0.553 | 0.439 | 0.274 | 0.958 |
| 월 | -0.099 | 1.000 | 0.019 | -0.050 | 0.081 | 0.030 | -0.009 | 0.056 | 0.140 | 0.018 | 0.104 | 0.103 | 0.008 | -0.004 | 0.039 |
| 교통 | 0.984 | 0.019 | 1.000 | 0.662 | 0.603 | 0.801 | 0.687 | 0.450 | 0.818 | 0.853 | 0.784 | 0.570 | 0.454 | 0.309 | 0.987 |
| 도로 | 0.633 | -0.050 | 0.662 | 1.000 | 0.549 | 0.525 | 0.814 | 0.565 | 0.737 | 0.832 | 0.507 | 0.315 | 0.357 | 0.102 | 0.695 |
| 청소 | 0.546 | 0.081 | 0.603 | 0.549 | 1.000 | 0.738 | 0.644 | 0.736 | 0.760 | 0.721 | 0.753 | 0.282 | 0.450 | 0.624 | 0.660 |
| 주택건축 | 0.759 | 0.030 | 0.801 | 0.525 | 0.738 | 1.000 | 0.569 | 0.504 | 0.774 | 0.726 | 0.926 | 0.380 | 0.569 | 0.637 | 0.837 |
| 치수방재 | 0.642 | -0.009 | 0.687 | 0.814 | 0.644 | 0.569 | 1.000 | 0.735 | 0.826 | 0.877 | 0.563 | 0.377 | 0.373 | 0.246 | 0.728 |
| 가로정비 | 0.392 | 0.056 | 0.450 | 0.565 | 0.736 | 0.504 | 0.735 | 1.000 | 0.682 | 0.650 | 0.514 | 0.174 | 0.234 | 0.381 | 0.523 |
| 보건 | 0.753 | 0.140 | 0.818 | 0.737 | 0.760 | 0.774 | 0.826 | 0.682 | 1.000 | 0.927 | 0.814 | 0.439 | 0.495 | 0.473 | 0.861 |
| 공원녹지 | 0.812 | 0.018 | 0.853 | 0.832 | 0.721 | 0.726 | 0.877 | 0.650 | 0.927 | 1.000 | 0.732 | 0.465 | 0.511 | 0.353 | 0.880 |
| 환경 | 0.733 | 0.104 | 0.784 | 0.507 | 0.753 | 0.926 | 0.563 | 0.514 | 0.814 | 0.732 | 1.000 | 0.350 | 0.551 | 0.645 | 0.828 |
| 경제/산업 | 0.553 | 0.103 | 0.570 | 0.315 | 0.282 | 0.380 | 0.377 | 0.174 | 0.439 | 0.465 | 0.350 | 1.000 | 0.132 | 0.064 | 0.536 |
| 소방안전 | 0.439 | 0.008 | 0.454 | 0.357 | 0.450 | 0.569 | 0.373 | 0.234 | 0.495 | 0.511 | 0.551 | 0.132 | 1.000 | 0.648 | 0.457 |
| 기타 불편사항 | 0.274 | -0.004 | 0.309 | 0.102 | 0.624 | 0.637 | 0.246 | 0.381 | 0.473 | 0.353 | 0.645 | 0.064 | 0.648 | 1.000 | 0.354 |
| 총합계 | 0.958 | 0.039 | 0.987 | 0.695 | 0.660 | 0.837 | 0.728 | 0.523 | 0.861 | 0.880 | 0.828 | 0.536 | 0.457 | 0.354 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| 년도 | 월 | 교통 | 도로 | 청소 | 주택건축 | 치수방재 | 가로정비 | 보건 | 공원녹지 | 환경 | 경제/산업 | 소방안전 | 기타 불편사항 | 총합계 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2012 | 8 | 46 | 57 | 15 | 3 | 7 | 11 | 0 | 10 | 6 | 0 | 0 | 16 | 230 |
| 1 | 2012 | 9 | 83 | 105 | 17 | 2 | 11 | 50 | 4 | 46 | 7 | 0 | 0 | 49 | 427 |
| 2 | 2012 | 10 | 87 | 86 | 8 | 8 | 9 | 83 | 0 | 22 | 4 | 0 | 0 | 33 | 396 |
| 3 | 2012 | 11 | 99 | 60 | 22 | 5 | 2 | 69 | 1 | 3 | 2 | 0 | 1 | 28 | 342 |
| 4 | 2012 | 12 | 149 | 34 | 9 | 2 | 0 | 34 | 2 | 4 | 1 | 0 | 0 | 24 | 315 |
| 5 | 2013 | 1 | 195 | 238 | 29 | 7 | 19 | 53 | 0 | 6 | 6 | 0 | 0 | 30 | 682 |
| 6 | 2013 | 2 | 251 | 619 | 22 | 9 | 22 | 59 | 3 | 15 | 4 | 0 | 0 | 66 | 1168 |
| 7 | 2013 | 3 | 389 | 710 | 35 | 15 | 56 | 72 | 3 | 51 | 15 | 0 | 0 | 98 | 1539 |
| 8 | 2013 | 4 | 579 | 1066 | 62 | 6 | 30 | 97 | 1 | 42 | 13 | 0 | 0 | 97 | 2246 |
| 9 | 2013 | 5 | 713 | 1214 | 67 | 13 | 56 | 151 | 0 | 64 | 21 | 0 | 1 | 103 | 2491 |
| 년도 | 월 | 교통 | 도로 | 청소 | 주택건축 | 치수방재 | 가로정비 | 보건 | 공원녹지 | 환경 | 경제/산업 | 소방안전 | 기타 불편사항 | 총합계 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 125 | 2023 | 1 | 54307 | 1452 | 2650 | 443 | 190 | 3773 | 108 | 214 | 579 | 0 | 0 | 43 | 70869 |
| 126 | 2023 | 2 | 54449 | 1403 | 2719 | 616 | 378 | 5304 | 142 | 356 | 779 | 1 | 0 | 53 | 71097 |
| 127 | 2023 | 3 | 65903 | 1938 | 3325 | 430 | 593 | 10527 | 251 | 759 | 1087 | 2 | 0 | 99 | 107800 |
| 128 | 2023 | 4 | 67792 | 1881 | 3200 | 447 | 503 | 9945 | 460 | 753 | 1632 | 5 | 0 | 116 | 94321 |
| 129 | 2023 | 5 | 65565 | 2339 | 3770 | 752 | 807 | 7681 | 803 | 1030 | 2177 | 2 | 0 | 114 | 92212 |
| 130 | 2023 | 6 | 63571 | 2557 | 3542 | 493 | 706 | 5978 | 1206 | 1055 | 2102 | 1 | 0 | 119 | 87543 |
| 131 | 2023 | 7 | 67467 | 2617 | 3495 | 419 | 672 | 5519 | 483 | 857 | 1102 | 1 | 0 | 99 | 88513 |
| 132 | 2023 | 8 | 65894 | 2780 | 3869 | 400 | 558 | 4249 | 368 | 895 | 1153 | 5 | 0 | 92 | 85947 |
| 133 | 2023 | 9 | 72640 | 2834 | 4228 | 407 | 538 | 8592 | 550 | 1091 | 1380 | 7 | 0 | 133 | 105908 |
| 134 | 2023 | 10 | 77223 | 2877 | 4279 | 305 | 505 | 7083 | 510 | 1068 | 1264 | 7 | 0 | 109 | 100706 |