Dataset statistics
| Number of variables | 2 |
|---|---|
| Number of observations | 96 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.7 KiB |
| Average record size in memory | 18.4 B |
Variable types
| DateTime | 1 |
|---|---|
| Numeric | 1 |
Dataset
| Description | 대구광역시 상수도사업본부 2015년 1월부터 2022년 12월까지 년도별 월별 할인(자동이체, 전자고지) 및 복지감면 건수를 제공합니다. |
|---|---|
| URL | https://www.data.go.kr/data/15117471/fileData.do |
Reproduction
| Analysis started | 2023-12-12 18:03:02.135357 |
|---|---|
| Analysis finished | 2023-12-12 18:03:02.493312 |
| Duration | 0.36 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
납기년월
Date
UNIQUE
| Distinct | 96 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 900.0 B |
| Minimum | 2015-01-01 00:00:00 |
|---|---|
| Maximum | 2022-12-01 00:00:00 |
Histogram with fixed size bins (bins=50)
할인, 감면건수
Real number (ℝ)
UNIQUE
| Distinct | 96 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 130611.95 |
| Minimum | 113453 |
|---|---|
| Maximum | 148793 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 996.0 B |
Quantile statistics
| Minimum | 113453 |
|---|---|
| 5-th percentile | 116420.25 |
| Q1 | 123948.25 |
| median | 129989.5 |
| Q3 | 136583.75 |
| 95-th percentile | 146544 |
| Maximum | 148793 |
| Range | 35340 |
| Interquartile range (IQR) | 12635.5 |
Descriptive statistics
| Standard deviation | 9332.2509 |
|---|---|
| Coefficient of variation (CV) | 0.071450208 |
| Kurtosis | -0.785314 |
| Mean | 130611.95 |
| Median Absolute Deviation (MAD) | 6238.5 |
| Skewness | 0.20021785 |
| Sum | 12538747 |
| Variance | 87090907 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 113453 | 1 | 1.0% |
| 132787 | 1 | 1.0% |
| 137679 | 1 | 1.0% |
| 134268 | 1 | 1.0% |
| 137273 | 1 | 1.0% |
| 133692 | 1 | 1.0% |
| 135520 | 1 | 1.0% |
| 130847 | 1 | 1.0% |
| 132904 | 1 | 1.0% |
| 131668 | 1 | 1.0% |
| Other values (86) | 86 |
| Value | Count | Frequency (%) |
| 113453 | 1 | |
| 113751 | 1 | |
| 114386 | 1 | |
| 114884 | 1 | |
| 115818 | 1 | |
| 116621 | 1 | |
| 117036 | 1 | |
| 117451 | 1 | |
| 117929 | 1 | |
| 118185 | 1 |
| Value | Count | Frequency (%) |
| 148793 | 1 | |
| 147921 | 1 | |
| 147202 | 1 | |
| 146946 | 1 | |
| 146721 | 1 | |
| 146485 | 1 | |
| 146478 | 1 | |
| 146259 | 1 | |
| 145598 | 1 | |
| 145370 | 1 |
| 납기년월 | 할인, 감면건수 | |
|---|---|---|
| 납기년월 | 1.000 | 1.000 |
| 할인, 감면건수 | 1.000 | 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.
| 납기년월 | 할인, 감면건수 | |
|---|---|---|
| 0 | 2015-01 | 113453 |
| 1 | 2015-02 | 116621 |
| 2 | 2015-03 | 113751 |
| 3 | 2015-04 | 117036 |
| 4 | 2015-05 | 114386 |
| 5 | 2015-06 | 117929 |
| 6 | 2015-07 | 114884 |
| 7 | 2015-08 | 118343 |
| 8 | 2015-09 | 115818 |
| 9 | 2015-10 | 120367 |
| 납기년월 | 할인, 감면건수 | |
|---|---|---|
| 86 | 2022-03 | 143659 |
| 87 | 2022-04 | 146485 |
| 88 | 2022-05 | 146478 |
| 89 | 2022-06 | 146721 |
| 90 | 2022-07 | 145370 |
| 91 | 2022-08 | 147202 |
| 92 | 2022-09 | 146259 |
| 93 | 2022-10 | 147921 |
| 94 | 2022-11 | 146946 |
| 95 | 2022-12 | 148793 |