Dataset statistics
| Number of variables | 2 |
|---|---|
| Number of observations | 361 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 5.8 KiB |
| Average record size in memory | 16.4 B |
Variable types
| DateTime | 1 |
|---|---|
| Numeric | 1 |
DATE has unique values | Unique |
Reproduction
| Analysis started | 2024-07-15 20:42:11.194817 |
|---|---|
| Analysis finished | 2024-07-15 20:42:11.563487 |
| Duration | 0.37 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
DATE
Date
UNIQUE
| Distinct | 361 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 KiB |
| Minimum | 1990-01-01 00:00:00 |
|---|---|
| Maximum | 2020-01-01 00:00:00 |
Histogram with fixed size bins (bins=50)
PCOALAUUSDM
Real number (ℝ)
| Distinct | 275 |
|---|---|
| Distinct (%) | 76.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.06971 |
| Minimum | 24 |
|---|---|
| Maximum | 195.18634 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 24 |
|---|---|
| 5-th percentile | 26.1 |
| Q1 | 33.6 |
| median | 52.433036 |
| Q3 | 85.561735 |
| 95-th percentile | 125.08588 |
| Maximum | 195.18634 |
| Range | 171.18634 |
| Interquartile range (IQR) | 51.961735 |
Descriptive statistics
| Standard deviation | 33.601432 |
|---|---|
| Coefficient of variation (CV) | 0.55021438 |
| Kurtosis | 0.4179963 |
| Mean | 61.06971 |
| Median Absolute Deviation (MAD) | 21.433036 |
| Skewness | 1.0029845 |
| Sum | 22046.165 |
| Variance | 1129.0563 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 39.5 | 19 | 5.3% |
| 31 | 13 | 3.6% |
| 26.1 | 11 | 3.0% |
| 40.5 | 10 | 2.8% |
| 25.1 | 6 | 1.7% |
| 33.1 | 5 | 1.4% |
| 25.6 | 5 | 1.4% |
| 38 | 4 | 1.1% |
| 35 | 4 | 1.1% |
| 31.4 | 3 | 0.8% |
| Other values (265) | 281 |
| Value | Count | Frequency (%) |
| 24 | 1 | 0.3% |
| 24.45 | 1 | 0.3% |
| 24.9 | 1 | 0.3% |
| 24.96428571 | 1 | 0.3% |
| 25.1 | 6 | |
| 25.125 | 1 | 0.3% |
| 25.6 | 5 | |
| 25.82142857 | 1 | 0.3% |
| 26.08928571 | 1 | 0.3% |
| 26.1 | 11 |
| Value | Count | Frequency (%) |
| 195.1863354 | 1 | |
| 173.3035714 | 1 | |
| 166.9897959 | 1 | |
| 164.4983766 | 1 | |
| 143.0758929 | 1 | |
| 141.8877551 | 1 | |
| 140.9935714 | 1 | |
| 137.7631579 | 1 | |
| 135.9712733 | 1 | |
| 134.6244643 | 1 |
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.
| DATE | PCOALAUUSDM | |
|---|---|---|
| 0 | 1990-01-01 | 38.0 |
| 1 | 1990-02-01 | 38.0 |
| 2 | 1990-03-01 | 38.0 |
| 3 | 1990-04-01 | 38.0 |
| 4 | 1990-05-01 | 40.5 |
| 5 | 1990-06-01 | 40.5 |
| 6 | 1990-07-01 | 40.5 |
| 7 | 1990-08-01 | 40.5 |
| 8 | 1990-09-01 | 40.5 |
| 9 | 1990-10-01 | 40.5 |
| DATE | PCOALAUUSDM | |
|---|---|---|
| 351 | 2019-04-01 | 88.764643 |
| 352 | 2019-05-01 | 89.564286 |
| 353 | 2019-06-01 | 77.629821 |
| 354 | 2019-07-01 | 77.845807 |
| 355 | 2019-08-01 | 69.739286 |
| 356 | 2019-09-01 | 66.958673 |
| 357 | 2019-10-01 | 69.194255 |
| 358 | 2019-11-01 | 69.729082 |
| 359 | 2019-12-01 | 70.464643 |
| 360 | 2020-01-01 | 72.106169 |