Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 136 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 18.1 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 9 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 2 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 (2.9%) zeros | Zeros |
경제/산업 has 82 (60.3%) zeros | Zeros |
소방안전 has 29 (21.3%) zeros | Zeros |
Reproduction
| Analysis started | 2024-03-30 05:38:53.909693 |
|---|---|
| Analysis finished | 2024-03-30 05:40:14.644797 |
| Duration | 1 minute and 20.74 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
년도
Real number (ℝ)
HIGH CORRELATION
| Distinct | 12 |
|---|---|
| Distinct (%) | 8.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2017.7426 |
| 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 | 2021 |
| 95-th percentile | 2023 |
| Maximum | 2023 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.2953308 |
|---|---|
| Coefficient of variation (CV) | 0.0016331769 |
| Kurtosis | -1.1834159 |
| Mean | 2017.7426 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.014884674 |
| Sum | 274413 |
| Variance | 10.859205 |
| 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) | 16 |
| 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 | 11 | |
| 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 (%) | 8.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.5882353 |
| 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 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.4565463 |
|---|---|
| Coefficient of variation (CV) | 0.52465435 |
| Kurtosis | -1.2205236 |
| Mean | 6.5882353 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.049888511 |
| Sum | 896 |
| Variance | 11.947712 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 8 | 12 | |
| 9 | 12 | |
| 10 | 12 | |
| 11 | 12 | |
| 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 | 12 | |
| 10 | 12 | |
| 9 | 12 | |
| 8 | 12 | |
| 7 | 11 | |
| 6 | 11 | |
| 5 | 11 | |
| 4 | 11 | |
| 3 | 11 |
교통
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 136 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27863.89 |
| 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 | 354.5 |
| Q1 | 7577.75 |
| median | 27440 |
| Q3 | 45541.75 |
| 95-th percentile | 65581.5 |
| Maximum | 77223 |
| Range | 77177 |
| Interquartile range (IQR) | 37964 |
Descriptive statistics
| Standard deviation | 21291.699 |
|---|---|
| Coefficient of variation (CV) | 0.76413232 |
| Kurtosis | -1.0712572 |
| Mean | 27863.89 |
| Median Absolute Deviation (MAD) | 19207 |
| Skewness | 0.3003034 |
| Sum | 3789489 |
| Variance | 4.5333643 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 46 | 1 | 0.7% |
| 45510 | 1 | 0.7% |
| 38404 | 1 | 0.7% |
| 35082 | 1 | 0.7% |
| 33380 | 1 | 0.7% |
| 33170 | 1 | 0.7% |
| 39210 | 1 | 0.7% |
| 45637 | 1 | 0.7% |
| 45930 | 1 | 0.7% |
| 30922 | 1 | 0.7% |
| Other values (126) | 126 |
| 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 | 132 |
|---|---|
| Distinct (%) | 97.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1411.6985 |
| 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 | 380.5 |
| Q1 | 931 |
| median | 1327 |
| Q3 | 1860 |
| 95-th percentile | 2652.25 |
| Maximum | 5000 |
| Range | 4966 |
| Interquartile range (IQR) | 929 |
Descriptive statistics
| Standard deviation | 750.41751 |
|---|---|
| Coefficient of variation (CV) | 0.53157065 |
| Kurtosis | 3.0517643 |
| Mean | 1411.6985 |
| Median Absolute Deviation (MAD) | 475.5 |
| Skewness | 0.9910564 |
| Sum | 191991 |
| Variance | 563126.43 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1726 | 2 | 1.5% |
| 2019 | 2 | 1.5% |
| 1166 | 2 | 1.5% |
| 1318 | 2 | 1.5% |
| 1972 | 1 | 0.7% |
| 1377 | 1 | 0.7% |
| 1388 | 1 | 0.7% |
| 1792 | 1 | 0.7% |
| 1831 | 1 | 0.7% |
| 57 | 1 | 0.7% |
| Other values (122) | 122 |
| 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 | 135 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2721.0441 |
| 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 | 33.5 |
| Q1 | 1649.5 |
| median | 3177.5 |
| Q3 | 3740.75 |
| 95-th percentile | 4947.5 |
| Maximum | 8515 |
| Range | 8507 |
| Interquartile range (IQR) | 2091.25 |
Descriptive statistics
| Standard deviation | 1628.3937 |
|---|---|
| Coefficient of variation (CV) | 0.59844444 |
| Kurtosis | 0.13113834 |
| Mean | 2721.0441 |
| Median Absolute Deviation (MAD) | 764 |
| Skewness | -0.074871488 |
| Sum | 370062 |
| Variance | 2651666.1 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 22 | 2 | 1.5% |
| 15 | 1 | 0.7% |
| 3876 | 1 | 0.7% |
| 3321 | 1 | 0.7% |
| 3294 | 1 | 0.7% |
| 3417 | 1 | 0.7% |
| 3459 | 1 | 0.7% |
| 3761 | 1 | 0.7% |
| 4086 | 1 | 0.7% |
| 3782 | 1 | 0.7% |
| Other values (125) | 125 |
| 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 (%) | 89.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 399.00735 |
| 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 | 8.75 |
| Q1 | 166.25 |
| median | 354.5 |
| Q3 | 495.25 |
| 95-th percentile | 973.5 |
| Maximum | 3185 |
| Range | 3183 |
| Interquartile range (IQR) | 329 |
Descriptive statistics
| Standard deviation | 424.91736 |
|---|---|
| Coefficient of variation (CV) | 1.0649362 |
| Kurtosis | 17.984345 |
| Mean | 399.00735 |
| Median Absolute Deviation (MAD) | 171.5 |
| Skewness | 3.5460409 |
| Sum | 54265 |
| Variance | 180554.76 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 274 | 3 | 2.2% |
| 9 | 3 | 2.2% |
| 443 | 2 | 1.5% |
| 302 | 2 | 1.5% |
| 352 | 2 | 1.5% |
| 2 | 2 | 1.5% |
| 354 | 2 | 1.5% |
| 466 | 2 | 1.5% |
| 483 | 2 | 1.5% |
| 36 | 2 | 1.5% |
| Other values (112) | 114 |
| 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 | 122 |
|---|---|
| Distinct (%) | 89.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 254.67647 |
| 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 | 17.75 |
| Q1 | 106.75 |
| median | 224 |
| Q3 | 379.25 |
| 95-th percentile | 543 |
| Maximum | 807 |
| Range | 807 |
| Interquartile range (IQR) | 272.5 |
Descriptive statistics
| Standard deviation | 173.54085 |
|---|---|
| Coefficient of variation (CV) | 0.68141691 |
| Kurtosis | 0.064716043 |
| Mean | 254.67647 |
| Median Absolute Deviation (MAD) | 139.5 |
| Skewness | 0.61030438 |
| Sum | 34636 |
| Variance | 30116.428 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 156 | 2 | 1.5% |
| 102 | 2 | 1.5% |
| 384 | 2 | 1.5% |
| 304 | 2 | 1.5% |
| 165 | 2 | 1.5% |
| 207 | 2 | 1.5% |
| 201 | 2 | 1.5% |
| 127 | 2 | 1.5% |
| 325 | 2 | 1.5% |
| 181 | 2 | 1.5% |
| Other values (112) | 116 |
| 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 | 134 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4556.6691 |
| 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 | 80.25 |
| Q1 | 3518.25 |
| median | 4558.5 |
| Q3 | 5788.75 |
| 95-th percentile | 9624.5 |
| Maximum | 12906 |
| Range | 12895 |
| Interquartile range (IQR) | 2270.5 |
Descriptive statistics
| Standard deviation | 2603.4442 |
|---|---|
| Coefficient of variation (CV) | 0.57134809 |
| Kurtosis | 0.46771664 |
| Mean | 4556.6691 |
| Median Absolute Deviation (MAD) | 1220 |
| Skewness | 0.31073436 |
| Sum | 619707 |
| Variance | 6777921.8 |
| 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 (124) | 124 |
| 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 | 110 |
|---|---|
| Distinct (%) | 80.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 223.23529 |
| Minimum | 0 |
|---|---|
| Maximum | 1206 |
| Zeros | 4 |
| Zeros (%) | 2.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 56 |
| median | 156.5 |
| Q3 | 348 |
| 95-th percentile | 565.75 |
| Maximum | 1206 |
| Range | 1206 |
| Interquartile range (IQR) | 292 |
Descriptive statistics
| Standard deviation | 212.20274 |
|---|---|
| Coefficient of variation (CV) | 0.95057882 |
| Kurtosis | 2.5767423 |
| Mean | 223.23529 |
| Median Absolute Deviation (MAD) | 132.5 |
| Skewness | 1.3517524 |
| Sum | 30360 |
| Variance | 45030.003 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 4 | 2.9% |
| 66 | 4 | 2.9% |
| 32 | 3 | 2.2% |
| 258 | 3 | 2.2% |
| 118 | 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 (100) | 110 |
| 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 | 128 |
|---|---|
| Distinct (%) | 94.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 376.23529 |
| 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 | 28 |
| Q1 | 139.5 |
| median | 276 |
| Q3 | 593.25 |
| 95-th percentile | 906.25 |
| Maximum | 1091 |
| Range | 1088 |
| Interquartile range (IQR) | 453.75 |
Descriptive statistics
| Standard deviation | 297.1679 |
|---|---|
| Coefficient of variation (CV) | 0.78984588 |
| Kurtosis | -0.62353582 |
| Mean | 376.23529 |
| Median Absolute Deviation (MAD) | 185 |
| Skewness | 0.7364961 |
| Sum | 51168 |
| Variance | 88308.759 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 276 | 2 | 1.5% |
| 51 | 2 | 1.5% |
| 70 | 2 | 1.5% |
| 378 | 2 | 1.5% |
| 91 | 2 | 1.5% |
| 182 | 2 | 1.5% |
| 693 | 2 | 1.5% |
| 160 | 2 | 1.5% |
| 706 | 1 | 0.7% |
| 848 | 1 | 0.7% |
| Other values (118) | 118 |
| 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 | 126 |
|---|---|
| Distinct (%) | 92.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1229.8088 |
| 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 | 6.75 |
| Q1 | 283.25 |
| median | 1039.5 |
| Q3 | 1552.5 |
| 95-th percentile | 3766.75 |
| Maximum | 9985 |
| Range | 9984 |
| Interquartile range (IQR) | 1269.25 |
Descriptive statistics
| Standard deviation | 1479.2615 |
|---|---|
| Coefficient of variation (CV) | 1.2028386 |
| Kurtosis | 13.516268 |
| Mean | 1229.8088 |
| Median Absolute Deviation (MAD) | 651.5 |
| Skewness | 3.2027283 |
| Sum | 167254 |
| Variance | 2188214.5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6 | 3 | 2.2% |
| 4 | 2 | 1.5% |
| 641 | 2 | 1.5% |
| 1549 | 2 | 1.5% |
| 1153 | 2 | 1.5% |
| 50 | 2 | 1.5% |
| 1044 | 2 | 1.5% |
| 1066 | 2 | 1.5% |
| 34 | 2 | 1.5% |
| 1760 | 1 | 0.7% |
| Other values (116) | 116 |
| 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 | 0.76470588 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 82 |
| Zeros (%) | 60.3% |
| 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 | 1.3729411 |
|---|---|
| Coefficient of variation (CV) | 1.7953845 |
| Kurtosis | 7.6877625 |
| Mean | 0.76470588 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.6476016 |
| Sum | 104 |
| Variance | 1.8849673 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 82 | |
| 1 | 33 | |
| 2 | 11 | 8.1% |
| 4 | 4 | 2.9% |
| 5 | 2 | 1.5% |
| 7 | 2 | 1.5% |
| 3 | 1 | 0.7% |
| 6 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 82 | |
| 1 | 33 | |
| 2 | 11 | 8.1% |
| 3 | 1 | 0.7% |
| 4 | 4 | 2.9% |
| 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 | 2.9% |
| 3 | 1 | 0.7% |
| 2 | 11 | 8.1% |
| 1 | 33 | |
| 0 | 82 |
소방안전
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 27 |
|---|---|
| Distinct (%) | 19.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.9852941 |
| Minimum | 0 |
|---|---|
| Maximum | 65 |
| Zeros | 29 |
| Zeros (%) | 21.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 5 |
| Q3 | 12.25 |
| 95-th percentile | 23 |
| Maximum | 65 |
| Range | 65 |
| Interquartile range (IQR) | 11.25 |
Descriptive statistics
| Standard deviation | 9.1035079 |
|---|---|
| Coefficient of variation (CV) | 1.1400341 |
| Kurtosis | 10.22655 |
| Mean | 7.9852941 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 2.3152863 |
| Sum | 1086 |
| Variance | 82.873856 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 0 | 29 | |
| 2 | 10 | 7.4% |
| 8 | 10 | 7.4% |
| 1 | 9 | 6.6% |
| 3 | 8 | 5.9% |
| 5 | 8 | 5.9% |
| 4 | 7 | 5.1% |
| 6 | 6 | 4.4% |
| 20 | 6 | 4.4% |
| 11 | 5 | 3.7% |
| Other values (17) | 38 |
| Value | Count | Frequency (%) |
| 0 | 29 | |
| 1 | 9 | 6.6% |
| 2 | 10 | 7.4% |
| 3 | 8 | 5.9% |
| 4 | 7 | 5.1% |
| 5 | 8 | 5.9% |
| 6 | 6 | 4.4% |
| 7 | 4 | 2.9% |
| 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 | 133 |
|---|---|
| Distinct (%) | 97.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2282.1544 |
| 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 | 52 |
| Q1 | 289.25 |
| median | 2397.5 |
| Q3 | 3435.5 |
| 95-th percentile | 5793.25 |
| Maximum | 7847 |
| Range | 7831 |
| Interquartile range (IQR) | 3146.25 |
Descriptive statistics
| Standard deviation | 1898.349 |
|---|---|
| Coefficient of variation (CV) | 0.8318232 |
| Kurtosis | -0.28894346 |
| Mean | 2282.1544 |
| Median Absolute Deviation (MAD) | 1417.5 |
| Skewness | 0.57390627 |
| Sum | 310373 |
| Variance | 3603728.9 |
| 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% |
| 2998 | 1 | 0.7% |
| 2782 | 1 | 0.7% |
| 2688 | 1 | 0.7% |
| 2385 | 1 | 0.7% |
| 2533 | 1 | 0.7% |
| 2870 | 1 | 0.7% |
| 3567 | 1 | 0.7% |
| Other values (123) | 123 |
| 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 | 136 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44072.846 |
| 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 | 1446.25 |
| Q1 | 19193 |
| median | 46057.5 |
| Q3 | 65712 |
| 95-th percentile | 92739.25 |
| Maximum | 107800 |
| Range | 107570 |
| Interquartile range (IQR) | 46519 |
Descriptive statistics
| Standard deviation | 28766.056 |
|---|---|
| Coefficient of variation (CV) | 0.65269342 |
| Kurtosis | -0.91144507 |
| Mean | 44072.846 |
| Median Absolute Deviation (MAD) | 22399 |
| Skewness | 0.094382093 |
| Sum | 5993907 |
| Variance | 8.27486 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 230 | 1 | 0.7% |
| 69507 | 1 | 0.7% |
| 54987 | 1 | 0.7% |
| 50606 | 1 | 0.7% |
| 49544 | 1 | 0.7% |
| 50517 | 1 | 0.7% |
| 57806 | 1 | 0.7% |
| 67111 | 1 | 0.7% |
| 68704 | 1 | 0.7% |
| 55495 | 1 | 0.7% |
| Other values (126) | 126 |
| 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 | 0.535 | 0.686 | 0.606 | 0.628 | 0.764 | 0.413 | 0.738 | 0.561 | 0.376 | 0.574 | 0.862 | 0.900 |
| 월 | 0.000 | 1.000 | 0.000 | 0.377 | 0.165 | 0.159 | 0.484 | 0.562 | 0.367 | 0.406 | 0.267 | 0.172 | 0.000 | 0.000 | 0.000 |
| 교통 | 0.941 | 0.000 | 1.000 | 0.589 | 0.657 | 0.604 | 0.774 | 0.722 | 0.602 | 0.814 | 0.553 | 0.724 | 0.619 | 0.837 | 0.963 |
| 도로 | 0.535 | 0.377 | 0.589 | 1.000 | 0.404 | 0.393 | 0.678 | 0.358 | 0.829 | 0.697 | 0.262 | 0.420 | 0.249 | 0.274 | 0.578 |
| 청소 | 0.686 | 0.165 | 0.657 | 0.404 | 1.000 | 0.604 | 0.450 | 0.643 | 0.468 | 0.599 | 0.629 | 0.000 | 0.454 | 0.691 | 0.687 |
| 주택건축 | 0.606 | 0.159 | 0.604 | 0.393 | 0.604 | 1.000 | 0.403 | 0.322 | 0.440 | 0.393 | 0.979 | 0.000 | 0.407 | 0.759 | 0.570 |
| 치수방재 | 0.628 | 0.484 | 0.774 | 0.678 | 0.450 | 0.403 | 1.000 | 0.808 | 0.720 | 0.863 | 0.393 | 0.568 | 0.288 | 0.513 | 0.800 |
| 가로정비 | 0.764 | 0.562 | 0.722 | 0.358 | 0.643 | 0.322 | 0.808 | 1.000 | 0.399 | 0.697 | 0.283 | 0.201 | 0.087 | 0.638 | 0.748 |
| 보건 | 0.413 | 0.367 | 0.602 | 0.829 | 0.468 | 0.440 | 0.720 | 0.399 | 1.000 | 0.731 | 0.535 | 0.559 | 0.413 | 0.344 | 0.618 |
| 공원녹지 | 0.738 | 0.406 | 0.814 | 0.697 | 0.599 | 0.393 | 0.863 | 0.697 | 0.731 | 1.000 | 0.494 | 0.540 | 0.536 | 0.630 | 0.797 |
| 환경 | 0.561 | 0.267 | 0.553 | 0.262 | 0.629 | 0.979 | 0.393 | 0.283 | 0.535 | 0.494 | 1.000 | 0.000 | 0.509 | 0.585 | 0.501 |
| 경제/산업 | 0.376 | 0.172 | 0.724 | 0.420 | 0.000 | 0.000 | 0.568 | 0.201 | 0.559 | 0.540 | 0.000 | 1.000 | 0.000 | 0.081 | 0.563 |
| 소방안전 | 0.574 | 0.000 | 0.619 | 0.249 | 0.454 | 0.407 | 0.288 | 0.087 | 0.413 | 0.536 | 0.509 | 0.000 | 1.000 | 0.523 | 0.538 |
| 기타 불편사항 | 0.862 | 0.000 | 0.837 | 0.274 | 0.691 | 0.759 | 0.513 | 0.638 | 0.344 | 0.630 | 0.585 | 0.081 | 0.523 | 1.000 | 0.822 |
| 총합계 | 0.900 | 0.000 | 0.963 | 0.578 | 0.687 | 0.570 | 0.800 | 0.748 | 0.618 | 0.797 | 0.501 | 0.563 | 0.538 | 0.822 | 1.000 |
| 년도 | 월 | 교통 | 도로 | 청소 | 주택건축 | 치수방재 | 가로정비 | 보건 | 공원녹지 | 환경 | 경제/산업 | 소방안전 | 기타 불편사항 | 총합계 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 년도 | 1.000 | -0.082 | 0.984 | 0.633 | 0.545 | 0.752 | 0.647 | 0.392 | 0.750 | 0.813 | 0.724 | 0.562 | 0.412 | 0.254 | 0.959 |
| 월 | -0.082 | 1.000 | 0.032 | -0.045 | 0.087 | 0.030 | 0.001 | 0.059 | 0.142 | 0.024 | 0.100 | 0.116 | -0.006 | -0.016 | 0.051 |
| 교통 | 0.984 | 0.032 | 1.000 | 0.663 | 0.601 | 0.794 | 0.691 | 0.450 | 0.817 | 0.853 | 0.776 | 0.578 | 0.429 | 0.289 | 0.988 |
| 도로 | 0.633 | -0.045 | 0.663 | 1.000 | 0.549 | 0.524 | 0.812 | 0.565 | 0.738 | 0.833 | 0.505 | 0.321 | 0.346 | 0.096 | 0.695 |
| 청소 | 0.545 | 0.087 | 0.601 | 0.549 | 1.000 | 0.733 | 0.644 | 0.735 | 0.758 | 0.719 | 0.747 | 0.287 | 0.435 | 0.611 | 0.658 |
| 주택건축 | 0.752 | 0.030 | 0.794 | 0.524 | 0.733 | 1.000 | 0.564 | 0.500 | 0.772 | 0.724 | 0.926 | 0.377 | 0.565 | 0.632 | 0.831 |
| 치수방재 | 0.647 | 0.001 | 0.691 | 0.812 | 0.644 | 0.564 | 1.000 | 0.733 | 0.825 | 0.876 | 0.557 | 0.386 | 0.353 | 0.231 | 0.731 |
| 가로정비 | 0.392 | 0.059 | 0.450 | 0.565 | 0.735 | 0.500 | 0.733 | 1.000 | 0.680 | 0.647 | 0.509 | 0.177 | 0.225 | 0.372 | 0.522 |
| 보건 | 0.750 | 0.142 | 0.817 | 0.738 | 0.758 | 0.772 | 0.825 | 0.680 | 1.000 | 0.927 | 0.812 | 0.440 | 0.484 | 0.464 | 0.859 |
| 공원녹지 | 0.813 | 0.024 | 0.853 | 0.833 | 0.719 | 0.724 | 0.876 | 0.647 | 0.927 | 1.000 | 0.729 | 0.470 | 0.496 | 0.341 | 0.880 |
| 환경 | 0.724 | 0.100 | 0.776 | 0.505 | 0.747 | 0.926 | 0.557 | 0.509 | 0.812 | 0.729 | 1.000 | 0.346 | 0.549 | 0.642 | 0.820 |
| 경제/산업 | 0.562 | 0.116 | 0.578 | 0.321 | 0.287 | 0.377 | 0.386 | 0.177 | 0.440 | 0.470 | 0.346 | 1.000 | 0.113 | 0.048 | 0.544 |
| 소방안전 | 0.412 | -0.006 | 0.429 | 0.346 | 0.435 | 0.565 | 0.353 | 0.225 | 0.484 | 0.496 | 0.549 | 0.113 | 1.000 | 0.655 | 0.432 |
| 기타 불편사항 | 0.254 | -0.016 | 0.289 | 0.096 | 0.611 | 0.632 | 0.231 | 0.372 | 0.464 | 0.341 | 0.642 | 0.048 | 0.655 | 1.000 | 0.334 |
| 총합계 | 0.959 | 0.051 | 0.988 | 0.695 | 0.658 | 0.831 | 0.731 | 0.522 | 0.859 | 0.880 | 0.820 | 0.544 | 0.432 | 0.334 | 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 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 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 |
| 135 | 2023 | 11 | 58424 | 1722 | 3715 | 354 | 426 | 5287 | 270 | 552 | 790 | 2 | 0 | 140 | 76452 |