Anomaly detection for data feeds
Catching a broken daily feed before the dashboard does, with day-of-week baselines, robust z-scores, STL residuals, a slow-drift check, freshness and schema checks, and thresholds that don't bury you in alerts.
A broken feed rarely fails loudly. The load job succeeds, the row count looks plausible, and a dip appears on a dashboard that someone then explains in a meeting. Most breaks can be caught the morning after, before anyone sees them, if each day is compared with the right baseline and the checks know about bank holidays. A few problems never show up in a row count at all, and those need different checks.
This article tests six checks on a synthetic daily feed with problems planted in it, and counts what each one caught and how often it cried wolf.
The feed and what’s planted
The feed is the number of outpatient appointment records that arrive in a warehouse for each appointment date, from July 2024 to July 2026. It’s generated by feed_anomalies.py with a fixed seed. A normal weekday brings about 2,330 records and a Sunday about 40. There are a few Saturday clinics, bank holidays run at Sunday level, Christmas week and August are quieter, and volume grows 3% a year.
Planted in it:
| Date | Problem | Effect on the day’s rows |
|---|---|---|
| Tue 19 Nov 2024 | Partial load, one site’s file missing | 58% |
| Tue 11 Feb 2025 | Failed load | 0% |
| Mon 17 Mar 2025 | Day loaded twice | 200% |
| Thu 5 Jun 2025 | Partial load, late file | 72% |
| Mon 8 Sep 2025 | Partial re-send | 115% |
| Sat 15 Nov 2025 | Saturday loaded twice | 200% |
| Wed 21 Jan 2026 | Partial load, one clinic missing | 80% |
| From 2 Mar 2026 | Slow drift: a new clinic code isn’t in the mapping table, so its growing share of records is dropped | falls to 88% by 10 May |
The load log has two more: a load that finished at 11:20 instead of before 07:00, and a column renamed at source for two days.
Every check below runs as it would in production: each morning, using only data that existed then. I scored the 669 days from October 2024, once every check had enough history.
Volume against a day-of-week baseline
A Monday should be compared with other Mondays. The simplest check compares each day’s rows with the median of the same weekday over the previous eight weeks, and flags anything more than 25% out. The median matters: one doubled Monday in the history doesn’t move it.
With a calendar of bank holidays and Christmas week applied (more on that below), this check caught five of the seven one-day incidents. It missed the 15% re-send and the one-clinic partial load, which lost 20%. Both sat inside the ±25% band.
It also raised 14 false alerts, and every one was on a Sunday. A Sunday brings about 40 records, and ordinary random variation on a count that small is easily 25%. A fixed percentage band is too tight for small counts and too loose for big ones.
Robust z-scores with the MAD
A z-score measures how unusual a day is in units of the history’s own spread. The ordinary version uses the mean and standard deviation, which is a problem here: a single failed load in the history inflates the standard deviation and hides the next one. The robust version swaps in the median and the median absolute deviation (MAD):
def robust_z(value: float, reference: np.ndarray) -> float:
"""(x - median) / (1.4826 * MAD): a z-score that outliers in the history can't inflate."""
med = np.median(reference)
mad = 1.4826 * np.median(np.abs(reference - med))
return float((value - med) / mad) if mad > 0 else 0.0
The 1.4826 rescales the MAD so that, for normally distributed data, it estimates the standard deviation. This is the same idea as the modified z-score that the NIST handbook describes, where Iglewicz and Hoaglin recommend treating an absolute value above 3.5 as a potential outlier. I used 3.5 too.
Scoring each day against the same weekday over the previous 12 weeks caught six of the seven, including the one-clinic partial load (z = −3.9). It raised 13 false alerts: only two on Sundays now, because each weekday is judged against its own spread, but some in August, when the seasonal dip arrives faster than a 12-week baseline can follow.
STL residuals
STL (seasonal and trend decomposition using LOESS) splits a series into a trend, a repeating seasonal pattern and a remainder. statsmodels implements it as statsmodels.tsa.seasonal.STL, and robust=True uses a weighted fit that is less swayed by outliers.
For monitoring, I fitted STL to the previous 84 days, projected today from the last trend value plus the seasonal value for the same weekday, and scored today’s miss against the misses of the previous 84 days:
seen = np.sqrt(history(feed, calendar))
miss = np.full(len(seen), np.nan)
for t in range(STL_DAYS, len(seen)):
if not np.isnan(seen[t]):
fit = STL(fill_by_weekday(seen[t - STL_DAYS : t]), period=7, robust=True).fit()
miss[t] = seen[t] - (fit.trend[-1] + fit.seasonal[-7])
Two details matter. The square root puts a Sunday of 40 and a Monday of 2,400 on similar noise scales, so one threshold works for both. And today is kept out of the fit: if you decompose a window that ends with today and read today’s remainder, the trend and seasonal components can bend towards today’s value, because the end of a series is where LOESS has data on only one side.
This check caught the same six incidents with two false alerts in 22 months. It wins here for two reasons: its noise estimate uses 84 daily misses rather than 12 values per weekday, and its trend follows the August dip instead of flagging it.
Data table
| Appointment date | Records loaded | Flagged | Planted one-day problem |
|---|---|---|---|
| 2024-10-01 | 2,475 | ||
| 2024-10-02 | 2,422 | ||
| 2024-10-03 | 2,364 | ||
| 2024-10-04 | 1,900 | ||
| 2024-10-05 | 179 | ||
| 2024-10-06 | 44 | ||
| 2024-10-07 | 2,324 | ||
| 2024-10-08 | 2,394 | ||
| 2024-10-09 | 2,388 | ||
| 2024-10-10 | 2,391 | ||
| 2024-10-11 | 2,079 | ||
| 2024-10-12 | 168 | ||
| 2024-10-13 | 25 | 25 | |
| 2024-10-14 | 2,396 | ||
| 2024-10-15 | 2,243 | ||
| 2024-10-16 | 2,304 | ||
| 2024-10-17 | 2,163 | ||
| 2024-10-18 | 2,009 | ||
| 2024-10-19 | 150 | ||
| 2024-10-20 | 50 | 50 | |
| 2024-10-21 | 2,466 | ||
| 2024-10-22 | 2,231 | ||
| 2024-10-23 | 2,261 | ||
| 2024-10-24 | 2,204 | ||
| 2024-10-25 | 1,986 | ||
| 2024-10-26 | 170 | ||
| 2024-10-27 | 36 | ||
| 2024-10-28 | 2,463 | ||
| 2024-10-29 | 2,583 | ||
| 2024-10-30 | 2,290 | ||
| 2024-10-31 | 2,232 | ||
| 2024-11-01 | 1,780 | ||
| 2024-11-02 | 175 | ||
| 2024-11-03 | 44 | ||
| 2024-11-04 | 2,474 | ||
| 2024-11-05 | 2,504 | ||
| 2024-11-06 | 2,470 | ||
| 2024-11-07 | 2,351 | ||
| 2024-11-08 | 2,034 | ||
| 2024-11-09 | 171 | ||
| 2024-11-10 | 40 | ||
| 2024-11-11 | 2,440 | ||
| 2024-11-12 | 2,344 | ||
| 2024-11-13 | 2,247 | ||
| 2024-11-14 | 2,255 | ||
| 2024-11-15 | 1,925 | ||
| 2024-11-16 | 156 | ||
| 2024-11-17 | 41 | ||
| 2024-11-18 | 2,478 | ||
| 2024-11-19 | 1,281 | 1,281 | 1,281 |
| 2024-11-20 | 2,370 | ||
| 2024-11-21 | 2,251 | ||
| 2024-11-22 | 2,027 | ||
| 2024-11-23 | 193 | ||
| 2024-11-24 | 49 | ||
| 2024-11-25 | 2,519 | ||
| 2024-11-26 | 2,459 | ||
| 2024-11-27 | 2,229 | ||
| 2024-11-28 | 2,207 | ||
| 2024-11-29 | 1,804 | ||
| 2024-11-30 | 162 | ||
| 2024-12-01 | 46 | ||
| 2024-12-02 | 2,406 | ||
| 2024-12-03 | 2,383 | ||
| 2024-12-04 | 2,417 | ||
| 2024-12-05 | 2,289 | ||
| 2024-12-06 | 1,940 | ||
| 2024-12-07 | 194 | ||
| 2024-12-08 | 34 | ||
| 2024-12-09 | 2,477 | ||
| 2024-12-10 | 2,375 | ||
| 2024-12-11 | 2,223 | ||
| 2024-12-12 | 2,315 | ||
| 2024-12-13 | 1,923 | ||
| 2024-12-14 | 188 | ||
| 2024-12-15 | 35 | ||
| 2024-12-16 | 2,366 | ||
| 2024-12-17 | 2,338 | ||
| 2024-12-18 | 2,271 | ||
| 2024-12-19 | 2,210 | ||
| 2024-12-20 | 1,900 | ||
| 2024-12-21 | 170 | ||
| 2024-12-22 | 39 | ||
| 2024-12-23 | 2,533 | ||
| 2024-12-24 | 1,298 | ||
| 2024-12-25 | 31 | ||
| 2024-12-26 | 46 | ||
| 2024-12-27 | 1,063 | ||
| 2024-12-28 | 90 | ||
| 2024-12-29 | 23 | ||
| 2024-12-30 | 1,400 | ||
| 2024-12-31 | 1,330 | ||
| 2025-01-01 | 39 | ||
| 2025-01-02 | 1,247 | ||
| 2025-01-03 | 1,930 | ||
| 2025-01-04 | 210 | ||
| 2025-01-05 | 44 | ||
| 2025-01-06 | 2,531 | ||
| 2025-01-07 | 2,383 | ||
| 2025-01-08 | 2,348 | ||
| 2025-01-09 | 2,370 | ||
| 2025-01-10 | 1,969 | ||
| 2025-01-11 | 187 | ||
| 2025-01-12 | 44 | ||
| 2025-01-13 | 2,577 | ||
| 2025-01-14 | 2,432 | ||
| 2025-01-15 | 2,243 | ||
| 2025-01-16 | 2,187 | ||
| 2025-01-17 | 1,928 | ||
| 2025-01-18 | 177 | ||
| 2025-01-19 | 50 | ||
| 2025-01-20 | 2,232 | ||
| 2025-01-21 | 2,353 | ||
| 2025-01-22 | 2,247 | ||
| 2025-01-23 | 2,243 | ||
| 2025-01-24 | 2,091 | ||
| 2025-01-25 | 152 | ||
| 2025-01-26 | 41 | ||
| 2025-01-27 | 2,355 | ||
| 2025-01-28 | 2,369 | ||
| 2025-01-29 | 2,296 | ||
| 2025-01-30 | 2,326 | ||
| 2025-01-31 | 1,934 | ||
| 2025-02-01 | 179 | ||
| 2025-02-02 | 26 | 26 | |
| 2025-02-03 | 2,360 | ||
| 2025-02-04 | 2,425 | ||
| 2025-02-05 | 2,342 | ||
| 2025-02-06 | 2,395 | ||
| 2025-02-07 | 1,943 | ||
| 2025-02-08 | 161 | ||
| 2025-02-09 | 30 | 30 | |
| 2025-02-10 | 2,403 | ||
| 2025-02-11 | 0 | 0 | 0 |
| 2025-02-12 | 2,411 | ||
| 2025-02-13 | 2,311 | ||
| 2025-02-14 | 1,976 | ||
| 2025-02-15 | 171 | ||
| 2025-02-16 | 36 | ||
| 2025-02-17 | 2,567 | ||
| 2025-02-18 | 2,516 | ||
| 2025-02-19 | 2,366 | ||
| 2025-02-20 | 2,240 | ||
| 2025-02-21 | 2,024 | ||
| 2025-02-22 | 207 | ||
| 2025-02-23 | 24 | 24 | |
| 2025-02-24 | 2,429 | ||
| 2025-02-25 | 2,362 | ||
| 2025-02-26 | 2,415 | ||
| 2025-02-27 | 2,303 | ||
| 2025-02-28 | 1,888 | ||
| 2025-03-01 | 149 | ||
| 2025-03-02 | 39 | ||
| 2025-03-03 | 2,450 | ||
| 2025-03-04 | 2,438 | ||
| 2025-03-05 | 2,408 | ||
| 2025-03-06 | 2,367 | ||
| 2025-03-07 | 1,912 | ||
| 2025-03-08 | 202 | ||
| 2025-03-09 | 49 | 49 | |
| 2025-03-10 | 2,486 | ||
| 2025-03-11 | 2,587 | ||
| 2025-03-12 | 2,247 | ||
| 2025-03-13 | 2,297 | ||
| 2025-03-14 | 1,889 | ||
| 2025-03-15 | 182 | ||
| 2025-03-16 | 52 | 52 | |
| 2025-03-17 | 5,032 | 5,032 | 5,032 |
| 2025-03-18 | 2,466 | ||
| 2025-03-19 | 2,261 | ||
| 2025-03-20 | 2,199 | ||
| 2025-03-21 | 2,011 | ||
| 2025-03-22 | 199 | ||
| 2025-03-23 | 38 | ||
| 2025-03-24 | 2,600 | ||
| 2025-03-25 | 2,294 | ||
| 2025-03-26 | 2,252 | ||
| 2025-03-27 | 2,252 | ||
| 2025-03-28 | 1,930 | ||
| 2025-03-29 | 169 | ||
| 2025-03-30 | 41 | ||
| 2025-03-31 | 2,478 | ||
| 2025-04-01 | 2,411 | ||
| 2025-04-02 | 2,336 | ||
| 2025-04-03 | 2,236 | ||
| 2025-04-04 | 2,009 | ||
| 2025-04-05 | 194 | ||
| 2025-04-06 | 37 | ||
| 2025-04-07 | 2,462 | ||
| 2025-04-08 | 2,240 | ||
| 2025-04-09 | 2,345 | ||
| 2025-04-10 | 2,202 | ||
| 2025-04-11 | 1,987 | ||
| 2025-04-12 | 169 | ||
| 2025-04-13 | 43 | ||
| 2025-04-14 | 2,465 | ||
| 2025-04-15 | 2,548 | ||
| 2025-04-16 | 2,299 | ||
| 2025-04-17 | 2,285 | ||
| 2025-04-18 | 40 | ||
| 2025-04-19 | 149 | ||
| 2025-04-20 | 29 | 29 | |
| 2025-04-21 | 44 | ||
| 2025-04-22 | 2,392 | ||
| 2025-04-23 | 2,254 | ||
| 2025-04-24 | 2,198 | ||
| 2025-04-25 | 1,867 | ||
| 2025-04-26 | 172 | ||
| 2025-04-27 | 36 | ||
| 2025-04-28 | 2,382 | ||
| 2025-04-29 | 2,548 | ||
| 2025-04-30 | 2,525 | ||
| 2025-05-01 | 2,345 | ||
| 2025-05-02 | 1,920 | ||
| 2025-05-03 | 187 | ||
| 2025-05-04 | 37 | ||
| 2025-05-05 | 38 | ||
| 2025-05-06 | 2,509 | ||
| 2025-05-07 | 2,436 | ||
| 2025-05-08 | 2,420 | ||
| 2025-05-09 | 1,846 | ||
| 2025-05-10 | 209 | ||
| 2025-05-11 | 38 | ||
| 2025-05-12 | 2,532 | ||
| 2025-05-13 | 2,420 | ||
| 2025-05-14 | 2,287 | ||
| 2025-05-15 | 2,353 | ||
| 2025-05-16 | 2,035 | ||
| 2025-05-17 | 183 | ||
| 2025-05-18 | 38 | ||
| 2025-05-19 | 2,584 | ||
| 2025-05-20 | 2,378 | ||
| 2025-05-21 | 2,404 | ||
| 2025-05-22 | 2,313 | ||
| 2025-05-23 | 1,899 | ||
| 2025-05-24 | 176 | ||
| 2025-05-25 | 40 | ||
| 2025-05-26 | 52 | ||
| 2025-05-27 | 2,538 | ||
| 2025-05-28 | 2,224 | ||
| 2025-05-29 | 2,293 | ||
| 2025-05-30 | 1,929 | ||
| 2025-05-31 | 169 | ||
| 2025-06-01 | 46 | ||
| 2025-06-02 | 2,317 | ||
| 2025-06-03 | 2,513 | ||
| 2025-06-04 | 2,376 | ||
| 2025-06-05 | 1,643 | 1,643 | 1,643 |
| 2025-06-06 | 1,926 | ||
| 2025-06-07 | 197 | ||
| 2025-06-08 | 53 | 53 | |
| 2025-06-09 | 2,415 | ||
| 2025-06-10 | 2,238 | ||
| 2025-06-11 | 2,356 | ||
| 2025-06-12 | 2,400 | ||
| 2025-06-13 | 2,051 | ||
| 2025-06-14 | 189 | ||
| 2025-06-15 | 46 | ||
| 2025-06-16 | 2,474 | ||
| 2025-06-17 | 2,375 | ||
| 2025-06-18 | 2,450 | ||
| 2025-06-19 | 2,385 | ||
| 2025-06-20 | 1,798 | ||
| 2025-06-21 | 178 | ||
| 2025-06-22 | 37 | ||
| 2025-06-23 | 2,430 | ||
| 2025-06-24 | 2,566 | ||
| 2025-06-25 | 2,341 | ||
| 2025-06-26 | 2,254 | ||
| 2025-06-27 | 1,989 | ||
| 2025-06-28 | 184 | ||
| 2025-06-29 | 47 | ||
| 2025-06-30 | 2,429 | ||
| 2025-07-01 | 2,271 | ||
| 2025-07-02 | 2,519 | ||
| 2025-07-03 | 2,290 | ||
| 2025-07-04 | 1,948 | ||
| 2025-07-05 | 186 | ||
| 2025-07-06 | 47 | ||
| 2025-07-07 | 2,435 | ||
| 2025-07-08 | 2,344 | ||
| 2025-07-09 | 2,389 | ||
| 2025-07-10 | 2,204 | ||
| 2025-07-11 | 1,908 | ||
| 2025-07-12 | 171 | ||
| 2025-07-13 | 39 | ||
| 2025-07-14 | 2,567 | ||
| 2025-07-15 | 2,381 | ||
| 2025-07-16 | 2,394 | ||
| 2025-07-17 | 2,319 | ||
| 2025-07-18 | 2,024 | ||
| 2025-07-19 | 219 | ||
| 2025-07-20 | 39 | ||
| 2025-07-21 | 2,481 | ||
| 2025-07-22 | 2,486 | ||
| 2025-07-23 | 2,283 | ||
| 2025-07-24 | 2,507 | ||
| 2025-07-25 | 2,115 | ||
| 2025-07-26 | 203 | ||
| 2025-07-27 | 43 | ||
| 2025-07-28 | 2,541 | ||
| 2025-07-29 | 2,348 | ||
| 2025-07-30 | 2,385 | ||
| 2025-07-31 | 2,316 | ||
| 2025-08-01 | 1,900 | ||
| 2025-08-02 | 170 | ||
| 2025-08-03 | 44 | ||
| 2025-08-04 | 2,139 | ||
| 2025-08-05 | 2,314 | ||
| 2025-08-06 | 2,052 | ||
| 2025-08-07 | 2,127 | ||
| 2025-08-08 | 1,826 | ||
| 2025-08-09 | 169 | ||
| 2025-08-10 | 30 | 30 | |
| 2025-08-11 | 2,328 | ||
| 2025-08-12 | 2,092 | ||
| 2025-08-13 | 2,046 | ||
| 2025-08-14 | 2,022 | ||
| 2025-08-15 | 1,855 | ||
| 2025-08-16 | 157 | ||
| 2025-08-17 | 32 | ||
| 2025-08-18 | 2,262 | ||
| 2025-08-19 | 2,162 | ||
| 2025-08-20 | 2,135 | ||
| 2025-08-21 | 2,030 | ||
| 2025-08-22 | 1,826 | ||
| 2025-08-23 | 178 | ||
| 2025-08-24 | 40 | ||
| 2025-08-25 | 28 | ||
| 2025-08-26 | 2,245 | ||
| 2025-08-27 | 2,189 | ||
| 2025-08-28 | 2,042 | ||
| 2025-08-29 | 1,737 | ||
| 2025-08-30 | 174 | ||
| 2025-08-31 | 27 | 27 | |
| 2025-09-01 | 2,586 | ||
| 2025-09-02 | 2,535 | ||
| 2025-09-03 | 2,528 | ||
| 2025-09-04 | 2,391 | ||
| 2025-09-05 | 1,849 | ||
| 2025-09-06 | 182 | ||
| 2025-09-07 | 50 | 50 | |
| 2025-09-08 | 2,824 | 2,824 | |
| 2025-09-09 | 2,353 | ||
| 2025-09-10 | 2,484 | ||
| 2025-09-11 | 2,323 | ||
| 2025-09-12 | 2,166 | ||
| 2025-09-13 | 198 | ||
| 2025-09-14 | 38 | ||
| 2025-09-15 | 2,522 | ||
| 2025-09-16 | 2,472 | ||
| 2025-09-17 | 2,298 | ||
| 2025-09-18 | 2,381 | ||
| 2025-09-19 | 1,892 | ||
| 2025-09-20 | 205 | ||
| 2025-09-21 | 30 | ||
| 2025-09-22 | 2,413 | ||
| 2025-09-23 | 2,366 | ||
| 2025-09-24 | 2,370 | ||
| 2025-09-25 | 2,295 | ||
| 2025-09-26 | 1,974 | ||
| 2025-09-27 | 176 | ||
| 2025-09-28 | 43 | ||
| 2025-09-29 | 2,378 | ||
| 2025-09-30 | 2,392 | ||
| 2025-10-01 | 2,466 | ||
| 2025-10-02 | 2,311 | ||
| 2025-10-03 | 1,984 | ||
| 2025-10-04 | 184 | ||
| 2025-10-05 | 40 | ||
| 2025-10-06 | 2,508 | ||
| 2025-10-07 | 2,519 | ||
| 2025-10-08 | 2,403 | ||
| 2025-10-09 | 2,395 | ||
| 2025-10-10 | 1,976 | ||
| 2025-10-11 | 186 | ||
| 2025-10-12 | 39 | ||
| 2025-10-13 | 2,376 | ||
| 2025-10-14 | 2,473 | ||
| 2025-10-15 | 2,333 | ||
| 2025-10-16 | 2,292 | ||
| 2025-10-17 | 2,083 | ||
| 2025-10-18 | 177 | ||
| 2025-10-19 | 43 | ||
| 2025-10-20 | 2,536 | ||
| 2025-10-21 | 2,555 | ||
| 2025-10-22 | 2,303 | ||
| 2025-10-23 | 2,355 | ||
| 2025-10-24 | 2,029 | ||
| 2025-10-25 | 193 | ||
| 2025-10-26 | 48 | ||
| 2025-10-27 | 2,459 | ||
| 2025-10-28 | 2,382 | ||
| 2025-10-29 | 2,287 | ||
| 2025-10-30 | 2,353 | ||
| 2025-10-31 | 1,965 | ||
| 2025-11-01 | 175 | ||
| 2025-11-02 | 40 | ||
| 2025-11-03 | 2,495 | ||
| 2025-11-04 | 2,556 | ||
| 2025-11-05 | 2,304 | ||
| 2025-11-06 | 2,433 | ||
| 2025-11-07 | 1,937 | ||
| 2025-11-08 | 173 | ||
| 2025-11-09 | 37 | ||
| 2025-11-10 | 2,561 | ||
| 2025-11-11 | 2,475 | ||
| 2025-11-12 | 2,319 | ||
| 2025-11-13 | 2,306 | ||
| 2025-11-14 | 1,953 | ||
| 2025-11-15 | 350 | 350 | 350 |
| 2025-11-16 | 46 | ||
| 2025-11-17 | 2,478 | ||
| 2025-11-18 | 2,405 | ||
| 2025-11-19 | 2,348 | ||
| 2025-11-20 | 2,580 | ||
| 2025-11-21 | 2,029 | ||
| 2025-11-22 | 198 | ||
| 2025-11-23 | 33 | ||
| 2025-11-24 | 2,538 | ||
| 2025-11-25 | 2,478 | ||
| 2025-11-26 | 2,289 | ||
| 2025-11-27 | 2,427 | ||
| 2025-11-28 | 2,031 | ||
| 2025-11-29 | 183 | ||
| 2025-11-30 | 46 | ||
| 2025-12-01 | 2,468 | ||
| 2025-12-02 | 2,622 | ||
| 2025-12-03 | 2,252 | ||
| 2025-12-04 | 2,371 | ||
| 2025-12-05 | 2,067 | ||
| 2025-12-06 | 186 | ||
| 2025-12-07 | 46 | ||
| 2025-12-08 | 2,475 | ||
| 2025-12-09 | 2,390 | ||
| 2025-12-10 | 2,460 | ||
| 2025-12-11 | 2,419 | ||
| 2025-12-12 | 2,014 | ||
| 2025-12-13 | 213 | ||
| 2025-12-14 | 43 | ||
| 2025-12-15 | 2,425 | ||
| 2025-12-16 | 2,592 | ||
| 2025-12-17 | 2,488 | ||
| 2025-12-18 | 2,299 | ||
| 2025-12-19 | 1,886 | ||
| 2025-12-20 | 178 | ||
| 2025-12-21 | 46 | ||
| 2025-12-22 | 2,496 | ||
| 2025-12-23 | 2,418 | ||
| 2025-12-24 | 1,323 | ||
| 2025-12-25 | 34 | ||
| 2025-12-26 | 38 | ||
| 2025-12-27 | 98 | ||
| 2025-12-28 | 22 | ||
| 2025-12-29 | 1,265 | ||
| 2025-12-30 | 1,365 | ||
| 2025-12-31 | 1,302 | ||
| 2026-01-01 | 32 | ||
| 2026-01-02 | 1,112 | ||
| 2026-01-03 | 178 | ||
| 2026-01-04 | 40 | ||
| 2026-01-05 | 2,498 | ||
| 2026-01-06 | 2,401 | ||
| 2026-01-07 | 2,442 | ||
| 2026-01-08 | 2,411 | ||
| 2026-01-09 | 1,961 | ||
| 2026-01-10 | 185 | ||
| 2026-01-11 | 51 | ||
| 2026-01-12 | 2,542 | ||
| 2026-01-13 | 2,430 | ||
| 2026-01-14 | 2,477 | ||
| 2026-01-15 | 2,234 | ||
| 2026-01-16 | 2,037 | ||
| 2026-01-17 | 164 | ||
| 2026-01-18 | 33 | 33 | |
| 2026-01-19 | 2,447 | ||
| 2026-01-20 | 2,446 | ||
| 2026-01-21 | 1,959 | 1,959 | |
| 2026-01-22 | 2,433 | ||
| 2026-01-23 | 1,970 | ||
| 2026-01-24 | 180 | ||
| 2026-01-25 | 45 | ||
| 2026-01-26 | 2,573 | ||
| 2026-01-27 | 2,446 | ||
| 2026-01-28 | 2,347 | ||
| 2026-01-29 | 2,380 | ||
| 2026-01-30 | 2,024 | ||
| 2026-01-31 | 164 | ||
| 2026-02-01 | 42 | ||
| 2026-02-02 | 2,566 | ||
| 2026-02-03 | 2,470 | ||
| 2026-02-04 | 2,455 | ||
| 2026-02-05 | 2,353 | ||
| 2026-02-06 | 1,983 | ||
| 2026-02-07 | 175 | ||
| 2026-02-08 | 30 | 30 | |
| 2026-02-09 | 2,676 | ||
| 2026-02-10 | 2,499 | ||
| 2026-02-11 | 2,345 | ||
| 2026-02-12 | 2,300 | ||
| 2026-02-13 | 1,950 | ||
| 2026-02-14 | 195 | ||
| 2026-02-15 | 50 | ||
| 2026-02-16 | 2,544 | ||
| 2026-02-17 | 2,536 | ||
| 2026-02-18 | 2,520 | ||
| 2026-02-19 | 2,258 | ||
| 2026-02-20 | 1,979 | ||
| 2026-02-21 | 179 | ||
| 2026-02-22 | 37 | ||
| 2026-02-23 | 2,479 | ||
| 2026-02-24 | 2,562 | ||
| 2026-02-25 | 2,317 | ||
| 2026-02-26 | 2,140 | ||
| 2026-02-27 | 2,047 | ||
| 2026-02-28 | 186 | ||
| 2026-03-01 | 40 | ||
| 2026-03-02 | 2,430 | ||
| 2026-03-03 | 2,456 | ||
| 2026-03-04 | 2,378 | ||
| 2026-03-05 | 2,384 | ||
| 2026-03-06 | 2,030 | ||
| 2026-03-07 | 179 | ||
| 2026-03-08 | 47 | ||
| 2026-03-09 | 2,568 | ||
| 2026-03-10 | 2,360 | ||
| 2026-03-11 | 2,400 | ||
| 2026-03-12 | 2,342 | ||
| 2026-03-13 | 2,012 | ||
| 2026-03-14 | 179 | ||
| 2026-03-15 | 44 | ||
| 2026-03-16 | 2,494 | ||
| 2026-03-17 | 2,450 | ||
| 2026-03-18 | 2,283 | ||
| 2026-03-19 | 2,447 | ||
| 2026-03-20 | 2,070 | ||
| 2026-03-21 | 185 | ||
| 2026-03-22 | 40 | ||
| 2026-03-23 | 2,388 | ||
| 2026-03-24 | 2,396 | ||
| 2026-03-25 | 2,416 | ||
| 2026-03-26 | 2,149 | ||
| 2026-03-27 | 1,916 | ||
| 2026-03-28 | 191 | ||
| 2026-03-29 | 37 | ||
| 2026-03-30 | 2,477 | ||
| 2026-03-31 | 2,335 | ||
| 2026-04-01 | 2,325 | ||
| 2026-04-02 | 2,216 | ||
| 2026-04-03 | 31 | ||
| 2026-04-04 | 167 | ||
| 2026-04-05 | 40 | ||
| 2026-04-06 | 45 | ||
| 2026-04-07 | 2,210 | ||
| 2026-04-08 | 2,271 | ||
| 2026-04-09 | 2,214 | ||
| 2026-04-10 | 1,718 | ||
| 2026-04-11 | 164 | ||
| 2026-04-12 | 38 | ||
| 2026-04-13 | 2,189 | ||
| 2026-04-14 | 2,225 | ||
| 2026-04-15 | 2,287 | ||
| 2026-04-16 | 2,167 | ||
| 2026-04-17 | 1,936 | ||
| 2026-04-18 | 186 | ||
| 2026-04-19 | 34 | ||
| 2026-04-20 | 2,344 | ||
| 2026-04-21 | 2,242 | ||
| 2026-04-22 | 2,197 | ||
| 2026-04-23 | 2,224 | ||
| 2026-04-24 | 1,805 | ||
| 2026-04-25 | 159 | ||
| 2026-04-26 | 48 | ||
| 2026-04-27 | 2,235 | ||
| 2026-04-28 | 2,137 | ||
| 2026-04-29 | 2,133 | ||
| 2026-04-30 | 2,024 | ||
| 2026-05-01 | 1,757 | ||
| 2026-05-02 | 155 | ||
| 2026-05-03 | 29 | 29 | |
| 2026-05-04 | 32 | ||
| 2026-05-05 | 2,097 | ||
| 2026-05-06 | 2,217 | ||
| 2026-05-07 | 2,117 | ||
| 2026-05-08 | 1,772 | ||
| 2026-05-09 | 178 | ||
| 2026-05-10 | 36 | ||
| 2026-05-11 | 2,110 | ||
| 2026-05-12 | 2,143 | ||
| 2026-05-13 | 2,157 | ||
| 2026-05-14 | 2,166 | ||
| 2026-05-15 | 1,785 | ||
| 2026-05-16 | 165 | ||
| 2026-05-17 | 35 | ||
| 2026-05-18 | 2,182 | ||
| 2026-05-19 | 2,117 | ||
| 2026-05-20 | 2,151 | ||
| 2026-05-21 | 2,167 | ||
| 2026-05-22 | 1,720 | ||
| 2026-05-23 | 180 | ||
| 2026-05-24 | 36 | ||
| 2026-05-25 | 48 | ||
| 2026-05-26 | 2,336 | ||
| 2026-05-27 | 2,167 | ||
| 2026-05-28 | 2,044 | ||
| 2026-05-29 | 1,726 | ||
| 2026-05-30 | 184 | ||
| 2026-05-31 | 43 | ||
| 2026-06-01 | 2,178 | ||
| 2026-06-02 | 2,118 | ||
| 2026-06-03 | 2,289 | ||
| 2026-06-04 | 2,094 | ||
| 2026-06-05 | 1,768 | ||
| 2026-06-06 | 179 | ||
| 2026-06-07 | 25 | 25 | |
| 2026-06-08 | 2,243 | ||
| 2026-06-09 | 2,111 | ||
| 2026-06-10 | 2,095 | ||
| 2026-06-11 | 2,158 | ||
| 2026-06-12 | 1,882 | ||
| 2026-06-13 | 146 | ||
| 2026-06-14 | 47 | 47 | |
| 2026-06-15 | 2,328 | ||
| 2026-06-16 | 2,077 | ||
| 2026-06-17 | 2,130 | ||
| 2026-06-18 | 2,103 | ||
| 2026-06-19 | 1,730 | ||
| 2026-06-20 | 154 | ||
| 2026-06-21 | 40 | ||
| 2026-06-22 | 2,258 | ||
| 2026-06-23 | 2,152 | ||
| 2026-06-24 | 1,962 | ||
| 2026-06-25 | 2,047 | ||
| 2026-06-26 | 1,801 | ||
| 2026-06-27 | 162 | ||
| 2026-06-28 | 33 | ||
| 2026-06-29 | 2,243 | ||
| 2026-06-30 | 2,183 | ||
| 2026-07-01 | 2,068 | ||
| 2026-07-02 | 2,208 | ||
| 2026-07-03 | 1,734 | ||
| 2026-07-04 | 181 | ||
| 2026-07-05 | 35 | ||
| 2026-07-06 | 2,292 | ||
| 2026-07-07 | 2,195 | ||
| 2026-07-08 | 2,101 | ||
| 2026-07-09 | 2,158 | ||
| 2026-07-10 | 1,722 | ||
| 2026-07-11 | 158 | ||
| 2026-07-12 | 45 | 45 | |
| 2026-07-13 | 2,186 | ||
| 2026-07-14 | 2,036 | ||
| 2026-07-15 | 2,043 | ||
| 2026-07-16 | 2,056 | ||
| 2026-07-17 | 1,836 | ||
| 2026-07-18 | 144 | ||
| 2026-07-19 | 41 | ||
| 2026-07-20 | 2,161 | ||
| 2026-07-21 | 2,303 | ||
| 2026-07-22 | 2,231 | ||
| 2026-07-23 | 2,167 | ||
| 2026-07-24 | 1,717 | ||
| 2026-07-25 | 155 | ||
| 2026-07-26 | 26 | 26 | |
| 2026-07-27 | 2,299 | ||
| 2026-07-28 | 2,004 | ||
| 2026-07-29 | 2,033 | ||
| 2026-07-30 | 2,030 | ||
| 2026-07-31 | 1,830 |
| Appointment date | Records loaded | Flagged | Planted one-day problem |
|---|---|---|---|
| 2024-10-01 | 2,475 | ||
| 2024-10-02 | 2,422 | ||
| 2024-10-03 | 2,364 | ||
| 2024-10-04 | 1,900 | ||
| 2024-10-05 | 179 | ||
| 2024-10-06 | 44 | ||
| 2024-10-07 | 2,324 | ||
| 2024-10-08 | 2,394 | ||
| 2024-10-09 | 2,388 | ||
| 2024-10-10 | 2,391 | ||
| 2024-10-11 | 2,079 | ||
| 2024-10-12 | 168 | ||
| 2024-10-13 | 25 | ||
| 2024-10-14 | 2,396 | ||
| 2024-10-15 | 2,243 | ||
| 2024-10-16 | 2,304 | ||
| 2024-10-17 | 2,163 | ||
| 2024-10-18 | 2,009 | ||
| 2024-10-19 | 150 | ||
| 2024-10-20 | 50 | ||
| 2024-10-21 | 2,466 | ||
| 2024-10-22 | 2,231 | ||
| 2024-10-23 | 2,261 | ||
| 2024-10-24 | 2,204 | ||
| 2024-10-25 | 1,986 | ||
| 2024-10-26 | 170 | ||
| 2024-10-27 | 36 | ||
| 2024-10-28 | 2,463 | ||
| 2024-10-29 | 2,583 | ||
| 2024-10-30 | 2,290 | ||
| 2024-10-31 | 2,232 | ||
| 2024-11-01 | 1,780 | ||
| 2024-11-02 | 175 | ||
| 2024-11-03 | 44 | ||
| 2024-11-04 | 2,474 | ||
| 2024-11-05 | 2,504 | ||
| 2024-11-06 | 2,470 | ||
| 2024-11-07 | 2,351 | ||
| 2024-11-08 | 2,034 | ||
| 2024-11-09 | 171 | ||
| 2024-11-10 | 40 | ||
| 2024-11-11 | 2,440 | ||
| 2024-11-12 | 2,344 | ||
| 2024-11-13 | 2,247 | ||
| 2024-11-14 | 2,255 | ||
| 2024-11-15 | 1,925 | ||
| 2024-11-16 | 156 | ||
| 2024-11-17 | 41 | ||
| 2024-11-18 | 2,478 | ||
| 2024-11-19 | 1,281 | 1,281 | 1,281 |
| 2024-11-20 | 2,370 | ||
| 2024-11-21 | 2,251 | ||
| 2024-11-22 | 2,027 | ||
| 2024-11-23 | 193 | ||
| 2024-11-24 | 49 | ||
| 2024-11-25 | 2,519 | ||
| 2024-11-26 | 2,459 | ||
| 2024-11-27 | 2,229 | ||
| 2024-11-28 | 2,207 | ||
| 2024-11-29 | 1,804 | ||
| 2024-11-30 | 162 | ||
| 2024-12-01 | 46 | ||
| 2024-12-02 | 2,406 | ||
| 2024-12-03 | 2,383 | ||
| 2024-12-04 | 2,417 | ||
| 2024-12-05 | 2,289 | ||
| 2024-12-06 | 1,940 | ||
| 2024-12-07 | 194 | ||
| 2024-12-08 | 34 | ||
| 2024-12-09 | 2,477 | ||
| 2024-12-10 | 2,375 | ||
| 2024-12-11 | 2,223 | ||
| 2024-12-12 | 2,315 | ||
| 2024-12-13 | 1,923 | ||
| 2024-12-14 | 188 | ||
| 2024-12-15 | 35 | ||
| 2024-12-16 | 2,366 | ||
| 2024-12-17 | 2,338 | ||
| 2024-12-18 | 2,271 | ||
| 2024-12-19 | 2,210 | ||
| 2024-12-20 | 1,900 | ||
| 2024-12-21 | 170 | ||
| 2024-12-22 | 39 | ||
| 2024-12-23 | 2,533 | ||
| 2024-12-24 | 1,298 | ||
| 2024-12-25 | 31 | ||
| 2024-12-26 | 46 | ||
| 2024-12-27 | 1,063 | ||
| 2024-12-28 | 90 | ||
| 2024-12-29 | 23 | ||
| 2024-12-30 | 1,400 | ||
| 2024-12-31 | 1,330 | ||
| 2025-01-01 | 39 | ||
| 2025-01-02 | 1,247 | ||
| 2025-01-03 | 1,930 | ||
| 2025-01-04 | 210 | ||
| 2025-01-05 | 44 | ||
| 2025-01-06 | 2,531 | ||
| 2025-01-07 | 2,383 | ||
| 2025-01-08 | 2,348 | ||
| 2025-01-09 | 2,370 | ||
| 2025-01-10 | 1,969 | ||
| 2025-01-11 | 187 | ||
| 2025-01-12 | 44 | ||
| 2025-01-13 | 2,577 | ||
| 2025-01-14 | 2,432 | ||
| 2025-01-15 | 2,243 | ||
| 2025-01-16 | 2,187 | ||
| 2025-01-17 | 1,928 | ||
| 2025-01-18 | 177 | ||
| 2025-01-19 | 50 | ||
| 2025-01-20 | 2,232 | 2,232 | |
| 2025-01-21 | 2,353 | ||
| 2025-01-22 | 2,247 | ||
| 2025-01-23 | 2,243 | ||
| 2025-01-24 | 2,091 | 2,091 | |
| 2025-01-25 | 152 | ||
| 2025-01-26 | 41 | ||
| 2025-01-27 | 2,355 | ||
| 2025-01-28 | 2,369 | ||
| 2025-01-29 | 2,296 | ||
| 2025-01-30 | 2,326 | ||
| 2025-01-31 | 1,934 | ||
| 2025-02-01 | 179 | ||
| 2025-02-02 | 26 | ||
| 2025-02-03 | 2,360 | ||
| 2025-02-04 | 2,425 | ||
| 2025-02-05 | 2,342 | ||
| 2025-02-06 | 2,395 | ||
| 2025-02-07 | 1,943 | ||
| 2025-02-08 | 161 | ||
| 2025-02-09 | 30 | ||
| 2025-02-10 | 2,403 | ||
| 2025-02-11 | 0 | 0 | 0 |
| 2025-02-12 | 2,411 | ||
| 2025-02-13 | 2,311 | ||
| 2025-02-14 | 1,976 | ||
| 2025-02-15 | 171 | ||
| 2025-02-16 | 36 | ||
| 2025-02-17 | 2,567 | ||
| 2025-02-18 | 2,516 | ||
| 2025-02-19 | 2,366 | ||
| 2025-02-20 | 2,240 | ||
| 2025-02-21 | 2,024 | 2,024 | |
| 2025-02-22 | 207 | ||
| 2025-02-23 | 24 | ||
| 2025-02-24 | 2,429 | ||
| 2025-02-25 | 2,362 | ||
| 2025-02-26 | 2,415 | ||
| 2025-02-27 | 2,303 | ||
| 2025-02-28 | 1,888 | ||
| 2025-03-01 | 149 | ||
| 2025-03-02 | 39 | ||
| 2025-03-03 | 2,450 | ||
| 2025-03-04 | 2,438 | ||
| 2025-03-05 | 2,408 | ||
| 2025-03-06 | 2,367 | ||
| 2025-03-07 | 1,912 | ||
| 2025-03-08 | 202 | ||
| 2025-03-09 | 49 | ||
| 2025-03-10 | 2,486 | ||
| 2025-03-11 | 2,587 | ||
| 2025-03-12 | 2,247 | ||
| 2025-03-13 | 2,297 | ||
| 2025-03-14 | 1,889 | ||
| 2025-03-15 | 182 | ||
| 2025-03-16 | 52 | ||
| 2025-03-17 | 5,032 | 5,032 | 5,032 |
| 2025-03-18 | 2,466 | ||
| 2025-03-19 | 2,261 | ||
| 2025-03-20 | 2,199 | ||
| 2025-03-21 | 2,011 | ||
| 2025-03-22 | 199 | ||
| 2025-03-23 | 38 | ||
| 2025-03-24 | 2,600 | ||
| 2025-03-25 | 2,294 | ||
| 2025-03-26 | 2,252 | ||
| 2025-03-27 | 2,252 | ||
| 2025-03-28 | 1,930 | ||
| 2025-03-29 | 169 | ||
| 2025-03-30 | 41 | ||
| 2025-03-31 | 2,478 | ||
| 2025-04-01 | 2,411 | ||
| 2025-04-02 | 2,336 | ||
| 2025-04-03 | 2,236 | ||
| 2025-04-04 | 2,009 | ||
| 2025-04-05 | 194 | ||
| 2025-04-06 | 37 | ||
| 2025-04-07 | 2,462 | ||
| 2025-04-08 | 2,240 | ||
| 2025-04-09 | 2,345 | ||
| 2025-04-10 | 2,202 | ||
| 2025-04-11 | 1,987 | ||
| 2025-04-12 | 169 | ||
| 2025-04-13 | 43 | ||
| 2025-04-14 | 2,465 | ||
| 2025-04-15 | 2,548 | ||
| 2025-04-16 | 2,299 | ||
| 2025-04-17 | 2,285 | ||
| 2025-04-18 | 40 | ||
| 2025-04-19 | 149 | ||
| 2025-04-20 | 29 | ||
| 2025-04-21 | 44 | ||
| 2025-04-22 | 2,392 | ||
| 2025-04-23 | 2,254 | ||
| 2025-04-24 | 2,198 | ||
| 2025-04-25 | 1,867 | ||
| 2025-04-26 | 172 | ||
| 2025-04-27 | 36 | ||
| 2025-04-28 | 2,382 | ||
| 2025-04-29 | 2,548 | ||
| 2025-04-30 | 2,525 | ||
| 2025-05-01 | 2,345 | ||
| 2025-05-02 | 1,920 | ||
| 2025-05-03 | 187 | ||
| 2025-05-04 | 37 | ||
| 2025-05-05 | 38 | ||
| 2025-05-06 | 2,509 | ||
| 2025-05-07 | 2,436 | ||
| 2025-05-08 | 2,420 | ||
| 2025-05-09 | 1,846 | ||
| 2025-05-10 | 209 | ||
| 2025-05-11 | 38 | ||
| 2025-05-12 | 2,532 | ||
| 2025-05-13 | 2,420 | ||
| 2025-05-14 | 2,287 | ||
| 2025-05-15 | 2,353 | ||
| 2025-05-16 | 2,035 | ||
| 2025-05-17 | 183 | ||
| 2025-05-18 | 38 | ||
| 2025-05-19 | 2,584 | ||
| 2025-05-20 | 2,378 | ||
| 2025-05-21 | 2,404 | ||
| 2025-05-22 | 2,313 | ||
| 2025-05-23 | 1,899 | ||
| 2025-05-24 | 176 | ||
| 2025-05-25 | 40 | ||
| 2025-05-26 | 52 | ||
| 2025-05-27 | 2,538 | ||
| 2025-05-28 | 2,224 | ||
| 2025-05-29 | 2,293 | ||
| 2025-05-30 | 1,929 | ||
| 2025-05-31 | 169 | ||
| 2025-06-01 | 46 | ||
| 2025-06-02 | 2,317 | ||
| 2025-06-03 | 2,513 | ||
| 2025-06-04 | 2,376 | ||
| 2025-06-05 | 1,643 | 1,643 | 1,643 |
| 2025-06-06 | 1,926 | ||
| 2025-06-07 | 197 | ||
| 2025-06-08 | 53 | 53 | |
| 2025-06-09 | 2,415 | ||
| 2025-06-10 | 2,238 | ||
| 2025-06-11 | 2,356 | ||
| 2025-06-12 | 2,400 | ||
| 2025-06-13 | 2,051 | ||
| 2025-06-14 | 189 | ||
| 2025-06-15 | 46 | ||
| 2025-06-16 | 2,474 | ||
| 2025-06-17 | 2,375 | ||
| 2025-06-18 | 2,450 | ||
| 2025-06-19 | 2,385 | ||
| 2025-06-20 | 1,798 | ||
| 2025-06-21 | 178 | ||
| 2025-06-22 | 37 | ||
| 2025-06-23 | 2,430 | ||
| 2025-06-24 | 2,566 | ||
| 2025-06-25 | 2,341 | ||
| 2025-06-26 | 2,254 | ||
| 2025-06-27 | 1,989 | ||
| 2025-06-28 | 184 | ||
| 2025-06-29 | 47 | ||
| 2025-06-30 | 2,429 | ||
| 2025-07-01 | 2,271 | ||
| 2025-07-02 | 2,519 | ||
| 2025-07-03 | 2,290 | ||
| 2025-07-04 | 1,948 | ||
| 2025-07-05 | 186 | ||
| 2025-07-06 | 47 | ||
| 2025-07-07 | 2,435 | ||
| 2025-07-08 | 2,344 | ||
| 2025-07-09 | 2,389 | ||
| 2025-07-10 | 2,204 | ||
| 2025-07-11 | 1,908 | ||
| 2025-07-12 | 171 | ||
| 2025-07-13 | 39 | ||
| 2025-07-14 | 2,567 | ||
| 2025-07-15 | 2,381 | ||
| 2025-07-16 | 2,394 | ||
| 2025-07-17 | 2,319 | ||
| 2025-07-18 | 2,024 | ||
| 2025-07-19 | 219 | 219 | |
| 2025-07-20 | 39 | ||
| 2025-07-21 | 2,481 | ||
| 2025-07-22 | 2,486 | ||
| 2025-07-23 | 2,283 | ||
| 2025-07-24 | 2,507 | ||
| 2025-07-25 | 2,115 | ||
| 2025-07-26 | 203 | ||
| 2025-07-27 | 43 | ||
| 2025-07-28 | 2,541 | ||
| 2025-07-29 | 2,348 | ||
| 2025-07-30 | 2,385 | ||
| 2025-07-31 | 2,316 | ||
| 2025-08-01 | 1,900 | ||
| 2025-08-02 | 170 | ||
| 2025-08-03 | 44 | ||
| 2025-08-04 | 2,139 | 2,139 | |
| 2025-08-05 | 2,314 | ||
| 2025-08-06 | 2,052 | 2,052 | |
| 2025-08-07 | 2,127 | ||
| 2025-08-08 | 1,826 | ||
| 2025-08-09 | 169 | ||
| 2025-08-10 | 30 | ||
| 2025-08-11 | 2,328 | ||
| 2025-08-12 | 2,092 | ||
| 2025-08-13 | 2,046 | 2,046 | |
| 2025-08-14 | 2,022 | ||
| 2025-08-15 | 1,855 | ||
| 2025-08-16 | 157 | ||
| 2025-08-17 | 32 | ||
| 2025-08-18 | 2,262 | ||
| 2025-08-19 | 2,162 | ||
| 2025-08-20 | 2,135 | ||
| 2025-08-21 | 2,030 | ||
| 2025-08-22 | 1,826 | ||
| 2025-08-23 | 178 | ||
| 2025-08-24 | 40 | ||
| 2025-08-25 | 28 | ||
| 2025-08-26 | 2,245 | ||
| 2025-08-27 | 2,189 | ||
| 2025-08-28 | 2,042 | ||
| 2025-08-29 | 1,737 | ||
| 2025-08-30 | 174 | ||
| 2025-08-31 | 27 | ||
| 2025-09-01 | 2,586 | ||
| 2025-09-02 | 2,535 | ||
| 2025-09-03 | 2,528 | ||
| 2025-09-04 | 2,391 | ||
| 2025-09-05 | 1,849 | ||
| 2025-09-06 | 182 | ||
| 2025-09-07 | 50 | ||
| 2025-09-08 | 2,824 | 2,824 | |
| 2025-09-09 | 2,353 | ||
| 2025-09-10 | 2,484 | ||
| 2025-09-11 | 2,323 | ||
| 2025-09-12 | 2,166 | ||
| 2025-09-13 | 198 | ||
| 2025-09-14 | 38 | ||
| 2025-09-15 | 2,522 | ||
| 2025-09-16 | 2,472 | ||
| 2025-09-17 | 2,298 | ||
| 2025-09-18 | 2,381 | ||
| 2025-09-19 | 1,892 | ||
| 2025-09-20 | 205 | ||
| 2025-09-21 | 30 | ||
| 2025-09-22 | 2,413 | ||
| 2025-09-23 | 2,366 | ||
| 2025-09-24 | 2,370 | ||
| 2025-09-25 | 2,295 | ||
| 2025-09-26 | 1,974 | ||
| 2025-09-27 | 176 | ||
| 2025-09-28 | 43 | ||
| 2025-09-29 | 2,378 | ||
| 2025-09-30 | 2,392 | ||
| 2025-10-01 | 2,466 | ||
| 2025-10-02 | 2,311 | ||
| 2025-10-03 | 1,984 | ||
| 2025-10-04 | 184 | ||
| 2025-10-05 | 40 | ||
| 2025-10-06 | 2,508 | ||
| 2025-10-07 | 2,519 | ||
| 2025-10-08 | 2,403 | ||
| 2025-10-09 | 2,395 | ||
| 2025-10-10 | 1,976 | ||
| 2025-10-11 | 186 | ||
| 2025-10-12 | 39 | ||
| 2025-10-13 | 2,376 | ||
| 2025-10-14 | 2,473 | ||
| 2025-10-15 | 2,333 | ||
| 2025-10-16 | 2,292 | ||
| 2025-10-17 | 2,083 | ||
| 2025-10-18 | 177 | ||
| 2025-10-19 | 43 | ||
| 2025-10-20 | 2,536 | ||
| 2025-10-21 | 2,555 | ||
| 2025-10-22 | 2,303 | ||
| 2025-10-23 | 2,355 | ||
| 2025-10-24 | 2,029 | ||
| 2025-10-25 | 193 | ||
| 2025-10-26 | 48 | ||
| 2025-10-27 | 2,459 | ||
| 2025-10-28 | 2,382 | ||
| 2025-10-29 | 2,287 | ||
| 2025-10-30 | 2,353 | ||
| 2025-10-31 | 1,965 | ||
| 2025-11-01 | 175 | ||
| 2025-11-02 | 40 | ||
| 2025-11-03 | 2,495 | ||
| 2025-11-04 | 2,556 | ||
| 2025-11-05 | 2,304 | ||
| 2025-11-06 | 2,433 | ||
| 2025-11-07 | 1,937 | ||
| 2025-11-08 | 173 | ||
| 2025-11-09 | 37 | ||
| 2025-11-10 | 2,561 | ||
| 2025-11-11 | 2,475 | ||
| 2025-11-12 | 2,319 | ||
| 2025-11-13 | 2,306 | ||
| 2025-11-14 | 1,953 | ||
| 2025-11-15 | 350 | 350 | 350 |
| 2025-11-16 | 46 | ||
| 2025-11-17 | 2,478 | ||
| 2025-11-18 | 2,405 | ||
| 2025-11-19 | 2,348 | ||
| 2025-11-20 | 2,580 | 2,580 | |
| 2025-11-21 | 2,029 | ||
| 2025-11-22 | 198 | ||
| 2025-11-23 | 33 | ||
| 2025-11-24 | 2,538 | ||
| 2025-11-25 | 2,478 | ||
| 2025-11-26 | 2,289 | ||
| 2025-11-27 | 2,427 | ||
| 2025-11-28 | 2,031 | ||
| 2025-11-29 | 183 | ||
| 2025-11-30 | 46 | ||
| 2025-12-01 | 2,468 | ||
| 2025-12-02 | 2,622 | ||
| 2025-12-03 | 2,252 | ||
| 2025-12-04 | 2,371 | ||
| 2025-12-05 | 2,067 | ||
| 2025-12-06 | 186 | ||
| 2025-12-07 | 46 | ||
| 2025-12-08 | 2,475 | ||
| 2025-12-09 | 2,390 | ||
| 2025-12-10 | 2,460 | 2,460 | |
| 2025-12-11 | 2,419 | ||
| 2025-12-12 | 2,014 | ||
| 2025-12-13 | 213 | ||
| 2025-12-14 | 43 | ||
| 2025-12-15 | 2,425 | ||
| 2025-12-16 | 2,592 | ||
| 2025-12-17 | 2,488 | ||
| 2025-12-18 | 2,299 | ||
| 2025-12-19 | 1,886 | ||
| 2025-12-20 | 178 | ||
| 2025-12-21 | 46 | ||
| 2025-12-22 | 2,496 | ||
| 2025-12-23 | 2,418 | ||
| 2025-12-24 | 1,323 | ||
| 2025-12-25 | 34 | ||
| 2025-12-26 | 38 | ||
| 2025-12-27 | 98 | ||
| 2025-12-28 | 22 | ||
| 2025-12-29 | 1,265 | ||
| 2025-12-30 | 1,365 | ||
| 2025-12-31 | 1,302 | ||
| 2026-01-01 | 32 | ||
| 2026-01-02 | 1,112 | ||
| 2026-01-03 | 178 | ||
| 2026-01-04 | 40 | ||
| 2026-01-05 | 2,498 | ||
| 2026-01-06 | 2,401 | ||
| 2026-01-07 | 2,442 | 2,442 | |
| 2026-01-08 | 2,411 | ||
| 2026-01-09 | 1,961 | ||
| 2026-01-10 | 185 | ||
| 2026-01-11 | 51 | ||
| 2026-01-12 | 2,542 | ||
| 2026-01-13 | 2,430 | ||
| 2026-01-14 | 2,477 | 2,477 | |
| 2026-01-15 | 2,234 | ||
| 2026-01-16 | 2,037 | ||
| 2026-01-17 | 164 | ||
| 2026-01-18 | 33 | ||
| 2026-01-19 | 2,447 | ||
| 2026-01-20 | 2,446 | ||
| 2026-01-21 | 1,959 | 1,959 | 1,959 |
| 2026-01-22 | 2,433 | ||
| 2026-01-23 | 1,970 | ||
| 2026-01-24 | 180 | ||
| 2026-01-25 | 45 | ||
| 2026-01-26 | 2,573 | ||
| 2026-01-27 | 2,446 | ||
| 2026-01-28 | 2,347 | ||
| 2026-01-29 | 2,380 | ||
| 2026-01-30 | 2,024 | ||
| 2026-01-31 | 164 | ||
| 2026-02-01 | 42 | ||
| 2026-02-02 | 2,566 | ||
| 2026-02-03 | 2,470 | ||
| 2026-02-04 | 2,455 | ||
| 2026-02-05 | 2,353 | ||
| 2026-02-06 | 1,983 | ||
| 2026-02-07 | 175 | ||
| 2026-02-08 | 30 | 30 | |
| 2026-02-09 | 2,676 | ||
| 2026-02-10 | 2,499 | ||
| 2026-02-11 | 2,345 | ||
| 2026-02-12 | 2,300 | ||
| 2026-02-13 | 1,950 | ||
| 2026-02-14 | 195 | ||
| 2026-02-15 | 50 | ||
| 2026-02-16 | 2,544 | ||
| 2026-02-17 | 2,536 | ||
| 2026-02-18 | 2,520 | ||
| 2026-02-19 | 2,258 | ||
| 2026-02-20 | 1,979 | ||
| 2026-02-21 | 179 | ||
| 2026-02-22 | 37 | ||
| 2026-02-23 | 2,479 | ||
| 2026-02-24 | 2,562 | ||
| 2026-02-25 | 2,317 | ||
| 2026-02-26 | 2,140 | ||
| 2026-02-27 | 2,047 | ||
| 2026-02-28 | 186 | ||
| 2026-03-01 | 40 | ||
| 2026-03-02 | 2,430 | ||
| 2026-03-03 | 2,456 | ||
| 2026-03-04 | 2,378 | ||
| 2026-03-05 | 2,384 | ||
| 2026-03-06 | 2,030 | ||
| 2026-03-07 | 179 | ||
| 2026-03-08 | 47 | ||
| 2026-03-09 | 2,568 | ||
| 2026-03-10 | 2,360 | ||
| 2026-03-11 | 2,400 | ||
| 2026-03-12 | 2,342 | ||
| 2026-03-13 | 2,012 | ||
| 2026-03-14 | 179 | ||
| 2026-03-15 | 44 | ||
| 2026-03-16 | 2,494 | ||
| 2026-03-17 | 2,450 | ||
| 2026-03-18 | 2,283 | ||
| 2026-03-19 | 2,447 | ||
| 2026-03-20 | 2,070 | ||
| 2026-03-21 | 185 | ||
| 2026-03-22 | 40 | ||
| 2026-03-23 | 2,388 | ||
| 2026-03-24 | 2,396 | ||
| 2026-03-25 | 2,416 | ||
| 2026-03-26 | 2,149 | ||
| 2026-03-27 | 1,916 | ||
| 2026-03-28 | 191 | ||
| 2026-03-29 | 37 | ||
| 2026-03-30 | 2,477 | ||
| 2026-03-31 | 2,335 | ||
| 2026-04-01 | 2,325 | ||
| 2026-04-02 | 2,216 | ||
| 2026-04-03 | 31 | ||
| 2026-04-04 | 167 | ||
| 2026-04-05 | 40 | ||
| 2026-04-06 | 45 | ||
| 2026-04-07 | 2,210 | 2,210 | |
| 2026-04-08 | 2,271 | ||
| 2026-04-09 | 2,214 | ||
| 2026-04-10 | 1,718 | 1,718 | |
| 2026-04-11 | 164 | ||
| 2026-04-12 | 38 | ||
| 2026-04-13 | 2,189 | ||
| 2026-04-14 | 2,225 | ||
| 2026-04-15 | 2,287 | ||
| 2026-04-16 | 2,167 | ||
| 2026-04-17 | 1,936 | ||
| 2026-04-18 | 186 | ||
| 2026-04-19 | 34 | ||
| 2026-04-20 | 2,344 | ||
| 2026-04-21 | 2,242 | ||
| 2026-04-22 | 2,197 | ||
| 2026-04-23 | 2,224 | ||
| 2026-04-24 | 1,805 | ||
| 2026-04-25 | 159 | ||
| 2026-04-26 | 48 | ||
| 2026-04-27 | 2,235 | ||
| 2026-04-28 | 2,137 | ||
| 2026-04-29 | 2,133 | ||
| 2026-04-30 | 2,024 | ||
| 2026-05-01 | 1,757 | ||
| 2026-05-02 | 155 | ||
| 2026-05-03 | 29 | ||
| 2026-05-04 | 32 | ||
| 2026-05-05 | 2,097 | ||
| 2026-05-06 | 2,217 | ||
| 2026-05-07 | 2,117 | ||
| 2026-05-08 | 1,772 | ||
| 2026-05-09 | 178 | ||
| 2026-05-10 | 36 | ||
| 2026-05-11 | 2,110 | ||
| 2026-05-12 | 2,143 | ||
| 2026-05-13 | 2,157 | ||
| 2026-05-14 | 2,166 | ||
| 2026-05-15 | 1,785 | ||
| 2026-05-16 | 165 | ||
| 2026-05-17 | 35 | ||
| 2026-05-18 | 2,182 | ||
| 2026-05-19 | 2,117 | ||
| 2026-05-20 | 2,151 | ||
| 2026-05-21 | 2,167 | ||
| 2026-05-22 | 1,720 | ||
| 2026-05-23 | 180 | ||
| 2026-05-24 | 36 | ||
| 2026-05-25 | 48 | ||
| 2026-05-26 | 2,336 | ||
| 2026-05-27 | 2,167 | ||
| 2026-05-28 | 2,044 | ||
| 2026-05-29 | 1,726 | ||
| 2026-05-30 | 184 | ||
| 2026-05-31 | 43 | ||
| 2026-06-01 | 2,178 | ||
| 2026-06-02 | 2,118 | ||
| 2026-06-03 | 2,289 | ||
| 2026-06-04 | 2,094 | ||
| 2026-06-05 | 1,768 | ||
| 2026-06-06 | 179 | ||
| 2026-06-07 | 25 | ||
| 2026-06-08 | 2,243 | ||
| 2026-06-09 | 2,111 | ||
| 2026-06-10 | 2,095 | ||
| 2026-06-11 | 2,158 | ||
| 2026-06-12 | 1,882 | ||
| 2026-06-13 | 146 | ||
| 2026-06-14 | 47 | ||
| 2026-06-15 | 2,328 | ||
| 2026-06-16 | 2,077 | ||
| 2026-06-17 | 2,130 | ||
| 2026-06-18 | 2,103 | ||
| 2026-06-19 | 1,730 | ||
| 2026-06-20 | 154 | ||
| 2026-06-21 | 40 | ||
| 2026-06-22 | 2,258 | ||
| 2026-06-23 | 2,152 | ||
| 2026-06-24 | 1,962 | ||
| 2026-06-25 | 2,047 | ||
| 2026-06-26 | 1,801 | ||
| 2026-06-27 | 162 | ||
| 2026-06-28 | 33 | ||
| 2026-06-29 | 2,243 | ||
| 2026-06-30 | 2,183 | ||
| 2026-07-01 | 2,068 | ||
| 2026-07-02 | 2,208 | ||
| 2026-07-03 | 1,734 | ||
| 2026-07-04 | 181 | ||
| 2026-07-05 | 35 | ||
| 2026-07-06 | 2,292 | ||
| 2026-07-07 | 2,195 | ||
| 2026-07-08 | 2,101 | ||
| 2026-07-09 | 2,158 | ||
| 2026-07-10 | 1,722 | ||
| 2026-07-11 | 158 | ||
| 2026-07-12 | 45 | ||
| 2026-07-13 | 2,186 | ||
| 2026-07-14 | 2,036 | ||
| 2026-07-15 | 2,043 | ||
| 2026-07-16 | 2,056 | ||
| 2026-07-17 | 1,836 | ||
| 2026-07-18 | 144 | ||
| 2026-07-19 | 41 | ||
| 2026-07-20 | 2,161 | ||
| 2026-07-21 | 2,303 | 2,303 | |
| 2026-07-22 | 2,231 | ||
| 2026-07-23 | 2,167 | ||
| 2026-07-24 | 1,717 | ||
| 2026-07-25 | 155 | ||
| 2026-07-26 | 26 | ||
| 2026-07-27 | 2,299 | ||
| 2026-07-28 | 2,004 | ||
| 2026-07-29 | 2,033 | ||
| 2026-07-30 | 2,030 | ||
| 2026-07-31 | 1,830 |
| Appointment date | Records loaded | Flagged | Planted one-day problem |
|---|---|---|---|
| 2024-10-01 | 2,475 | ||
| 2024-10-02 | 2,422 | ||
| 2024-10-03 | 2,364 | ||
| 2024-10-04 | 1,900 | ||
| 2024-10-05 | 179 | ||
| 2024-10-06 | 44 | ||
| 2024-10-07 | 2,324 | ||
| 2024-10-08 | 2,394 | ||
| 2024-10-09 | 2,388 | ||
| 2024-10-10 | 2,391 | ||
| 2024-10-11 | 2,079 | ||
| 2024-10-12 | 168 | ||
| 2024-10-13 | 25 | ||
| 2024-10-14 | 2,396 | ||
| 2024-10-15 | 2,243 | ||
| 2024-10-16 | 2,304 | ||
| 2024-10-17 | 2,163 | ||
| 2024-10-18 | 2,009 | ||
| 2024-10-19 | 150 | ||
| 2024-10-20 | 50 | ||
| 2024-10-21 | 2,466 | ||
| 2024-10-22 | 2,231 | ||
| 2024-10-23 | 2,261 | ||
| 2024-10-24 | 2,204 | ||
| 2024-10-25 | 1,986 | ||
| 2024-10-26 | 170 | ||
| 2024-10-27 | 36 | ||
| 2024-10-28 | 2,463 | ||
| 2024-10-29 | 2,583 | 2,583 | |
| 2024-10-30 | 2,290 | ||
| 2024-10-31 | 2,232 | ||
| 2024-11-01 | 1,780 | ||
| 2024-11-02 | 175 | ||
| 2024-11-03 | 44 | ||
| 2024-11-04 | 2,474 | ||
| 2024-11-05 | 2,504 | 2,504 | |
| 2024-11-06 | 2,470 | ||
| 2024-11-07 | 2,351 | ||
| 2024-11-08 | 2,034 | ||
| 2024-11-09 | 171 | ||
| 2024-11-10 | 40 | ||
| 2024-11-11 | 2,440 | ||
| 2024-11-12 | 2,344 | ||
| 2024-11-13 | 2,247 | ||
| 2024-11-14 | 2,255 | ||
| 2024-11-15 | 1,925 | ||
| 2024-11-16 | 156 | ||
| 2024-11-17 | 41 | ||
| 2024-11-18 | 2,478 | ||
| 2024-11-19 | 1,281 | 1,281 | 1,281 |
| 2024-11-20 | 2,370 | ||
| 2024-11-21 | 2,251 | ||
| 2024-11-22 | 2,027 | ||
| 2024-11-23 | 193 | ||
| 2024-11-24 | 49 | ||
| 2024-11-25 | 2,519 | ||
| 2024-11-26 | 2,459 | ||
| 2024-11-27 | 2,229 | ||
| 2024-11-28 | 2,207 | ||
| 2024-11-29 | 1,804 | ||
| 2024-11-30 | 162 | ||
| 2024-12-01 | 46 | ||
| 2024-12-02 | 2,406 | ||
| 2024-12-03 | 2,383 | ||
| 2024-12-04 | 2,417 | ||
| 2024-12-05 | 2,289 | ||
| 2024-12-06 | 1,940 | ||
| 2024-12-07 | 194 | ||
| 2024-12-08 | 34 | ||
| 2024-12-09 | 2,477 | ||
| 2024-12-10 | 2,375 | ||
| 2024-12-11 | 2,223 | ||
| 2024-12-12 | 2,315 | ||
| 2024-12-13 | 1,923 | ||
| 2024-12-14 | 188 | ||
| 2024-12-15 | 35 | ||
| 2024-12-16 | 2,366 | ||
| 2024-12-17 | 2,338 | ||
| 2024-12-18 | 2,271 | ||
| 2024-12-19 | 2,210 | ||
| 2024-12-20 | 1,900 | ||
| 2024-12-21 | 170 | ||
| 2024-12-22 | 39 | ||
| 2024-12-23 | 2,533 | ||
| 2024-12-24 | 1,298 | ||
| 2024-12-25 | 31 | ||
| 2024-12-26 | 46 | ||
| 2024-12-27 | 1,063 | ||
| 2024-12-28 | 90 | ||
| 2024-12-29 | 23 | ||
| 2024-12-30 | 1,400 | ||
| 2024-12-31 | 1,330 | ||
| 2025-01-01 | 39 | ||
| 2025-01-02 | 1,247 | ||
| 2025-01-03 | 1,930 | ||
| 2025-01-04 | 210 | ||
| 2025-01-05 | 44 | ||
| 2025-01-06 | 2,531 | ||
| 2025-01-07 | 2,383 | ||
| 2025-01-08 | 2,348 | ||
| 2025-01-09 | 2,370 | ||
| 2025-01-10 | 1,969 | ||
| 2025-01-11 | 187 | ||
| 2025-01-12 | 44 | ||
| 2025-01-13 | 2,577 | ||
| 2025-01-14 | 2,432 | ||
| 2025-01-15 | 2,243 | ||
| 2025-01-16 | 2,187 | ||
| 2025-01-17 | 1,928 | ||
| 2025-01-18 | 177 | ||
| 2025-01-19 | 50 | ||
| 2025-01-20 | 2,232 | ||
| 2025-01-21 | 2,353 | ||
| 2025-01-22 | 2,247 | ||
| 2025-01-23 | 2,243 | ||
| 2025-01-24 | 2,091 | ||
| 2025-01-25 | 152 | ||
| 2025-01-26 | 41 | ||
| 2025-01-27 | 2,355 | ||
| 2025-01-28 | 2,369 | ||
| 2025-01-29 | 2,296 | ||
| 2025-01-30 | 2,326 | ||
| 2025-01-31 | 1,934 | ||
| 2025-02-01 | 179 | ||
| 2025-02-02 | 26 | ||
| 2025-02-03 | 2,360 | ||
| 2025-02-04 | 2,425 | ||
| 2025-02-05 | 2,342 | ||
| 2025-02-06 | 2,395 | ||
| 2025-02-07 | 1,943 | ||
| 2025-02-08 | 161 | ||
| 2025-02-09 | 30 | ||
| 2025-02-10 | 2,403 | ||
| 2025-02-11 | 0 | 0 | 0 |
| 2025-02-12 | 2,411 | ||
| 2025-02-13 | 2,311 | ||
| 2025-02-14 | 1,976 | ||
| 2025-02-15 | 171 | ||
| 2025-02-16 | 36 | ||
| 2025-02-17 | 2,567 | ||
| 2025-02-18 | 2,516 | ||
| 2025-02-19 | 2,366 | ||
| 2025-02-20 | 2,240 | ||
| 2025-02-21 | 2,024 | ||
| 2025-02-22 | 207 | ||
| 2025-02-23 | 24 | ||
| 2025-02-24 | 2,429 | ||
| 2025-02-25 | 2,362 | ||
| 2025-02-26 | 2,415 | ||
| 2025-02-27 | 2,303 | ||
| 2025-02-28 | 1,888 | ||
| 2025-03-01 | 149 | ||
| 2025-03-02 | 39 | ||
| 2025-03-03 | 2,450 | ||
| 2025-03-04 | 2,438 | ||
| 2025-03-05 | 2,408 | ||
| 2025-03-06 | 2,367 | ||
| 2025-03-07 | 1,912 | ||
| 2025-03-08 | 202 | ||
| 2025-03-09 | 49 | ||
| 2025-03-10 | 2,486 | ||
| 2025-03-11 | 2,587 | ||
| 2025-03-12 | 2,247 | ||
| 2025-03-13 | 2,297 | ||
| 2025-03-14 | 1,889 | ||
| 2025-03-15 | 182 | ||
| 2025-03-16 | 52 | ||
| 2025-03-17 | 5,032 | 5,032 | 5,032 |
| 2025-03-18 | 2,466 | ||
| 2025-03-19 | 2,261 | ||
| 2025-03-20 | 2,199 | ||
| 2025-03-21 | 2,011 | ||
| 2025-03-22 | 199 | ||
| 2025-03-23 | 38 | ||
| 2025-03-24 | 2,600 | ||
| 2025-03-25 | 2,294 | ||
| 2025-03-26 | 2,252 | ||
| 2025-03-27 | 2,252 | ||
| 2025-03-28 | 1,930 | ||
| 2025-03-29 | 169 | ||
| 2025-03-30 | 41 | ||
| 2025-03-31 | 2,478 | ||
| 2025-04-01 | 2,411 | ||
| 2025-04-02 | 2,336 | ||
| 2025-04-03 | 2,236 | ||
| 2025-04-04 | 2,009 | ||
| 2025-04-05 | 194 | ||
| 2025-04-06 | 37 | ||
| 2025-04-07 | 2,462 | ||
| 2025-04-08 | 2,240 | ||
| 2025-04-09 | 2,345 | ||
| 2025-04-10 | 2,202 | ||
| 2025-04-11 | 1,987 | ||
| 2025-04-12 | 169 | ||
| 2025-04-13 | 43 | ||
| 2025-04-14 | 2,465 | ||
| 2025-04-15 | 2,548 | ||
| 2025-04-16 | 2,299 | ||
| 2025-04-17 | 2,285 | ||
| 2025-04-18 | 40 | ||
| 2025-04-19 | 149 | ||
| 2025-04-20 | 29 | ||
| 2025-04-21 | 44 | ||
| 2025-04-22 | 2,392 | ||
| 2025-04-23 | 2,254 | ||
| 2025-04-24 | 2,198 | ||
| 2025-04-25 | 1,867 | ||
| 2025-04-26 | 172 | ||
| 2025-04-27 | 36 | ||
| 2025-04-28 | 2,382 | ||
| 2025-04-29 | 2,548 | ||
| 2025-04-30 | 2,525 | ||
| 2025-05-01 | 2,345 | ||
| 2025-05-02 | 1,920 | ||
| 2025-05-03 | 187 | ||
| 2025-05-04 | 37 | ||
| 2025-05-05 | 38 | ||
| 2025-05-06 | 2,509 | ||
| 2025-05-07 | 2,436 | ||
| 2025-05-08 | 2,420 | ||
| 2025-05-09 | 1,846 | ||
| 2025-05-10 | 209 | ||
| 2025-05-11 | 38 | ||
| 2025-05-12 | 2,532 | ||
| 2025-05-13 | 2,420 | ||
| 2025-05-14 | 2,287 | ||
| 2025-05-15 | 2,353 | ||
| 2025-05-16 | 2,035 | ||
| 2025-05-17 | 183 | ||
| 2025-05-18 | 38 | ||
| 2025-05-19 | 2,584 | ||
| 2025-05-20 | 2,378 | ||
| 2025-05-21 | 2,404 | ||
| 2025-05-22 | 2,313 | ||
| 2025-05-23 | 1,899 | ||
| 2025-05-24 | 176 | ||
| 2025-05-25 | 40 | ||
| 2025-05-26 | 52 | ||
| 2025-05-27 | 2,538 | ||
| 2025-05-28 | 2,224 | ||
| 2025-05-29 | 2,293 | ||
| 2025-05-30 | 1,929 | ||
| 2025-05-31 | 169 | ||
| 2025-06-01 | 46 | ||
| 2025-06-02 | 2,317 | ||
| 2025-06-03 | 2,513 | ||
| 2025-06-04 | 2,376 | ||
| 2025-06-05 | 1,643 | 1,643 | 1,643 |
| 2025-06-06 | 1,926 | ||
| 2025-06-07 | 197 | ||
| 2025-06-08 | 53 | ||
| 2025-06-09 | 2,415 | ||
| 2025-06-10 | 2,238 | ||
| 2025-06-11 | 2,356 | ||
| 2025-06-12 | 2,400 | ||
| 2025-06-13 | 2,051 | ||
| 2025-06-14 | 189 | ||
| 2025-06-15 | 46 | ||
| 2025-06-16 | 2,474 | ||
| 2025-06-17 | 2,375 | ||
| 2025-06-18 | 2,450 | ||
| 2025-06-19 | 2,385 | ||
| 2025-06-20 | 1,798 | ||
| 2025-06-21 | 178 | ||
| 2025-06-22 | 37 | ||
| 2025-06-23 | 2,430 | ||
| 2025-06-24 | 2,566 | ||
| 2025-06-25 | 2,341 | ||
| 2025-06-26 | 2,254 | ||
| 2025-06-27 | 1,989 | ||
| 2025-06-28 | 184 | ||
| 2025-06-29 | 47 | ||
| 2025-06-30 | 2,429 | ||
| 2025-07-01 | 2,271 | ||
| 2025-07-02 | 2,519 | ||
| 2025-07-03 | 2,290 | ||
| 2025-07-04 | 1,948 | ||
| 2025-07-05 | 186 | ||
| 2025-07-06 | 47 | ||
| 2025-07-07 | 2,435 | ||
| 2025-07-08 | 2,344 | ||
| 2025-07-09 | 2,389 | ||
| 2025-07-10 | 2,204 | ||
| 2025-07-11 | 1,908 | ||
| 2025-07-12 | 171 | ||
| 2025-07-13 | 39 | ||
| 2025-07-14 | 2,567 | ||
| 2025-07-15 | 2,381 | ||
| 2025-07-16 | 2,394 | ||
| 2025-07-17 | 2,319 | ||
| 2025-07-18 | 2,024 | ||
| 2025-07-19 | 219 | ||
| 2025-07-20 | 39 | ||
| 2025-07-21 | 2,481 | ||
| 2025-07-22 | 2,486 | ||
| 2025-07-23 | 2,283 | ||
| 2025-07-24 | 2,507 | ||
| 2025-07-25 | 2,115 | ||
| 2025-07-26 | 203 | ||
| 2025-07-27 | 43 | ||
| 2025-07-28 | 2,541 | ||
| 2025-07-29 | 2,348 | ||
| 2025-07-30 | 2,385 | ||
| 2025-07-31 | 2,316 | ||
| 2025-08-01 | 1,900 | ||
| 2025-08-02 | 170 | ||
| 2025-08-03 | 44 | ||
| 2025-08-04 | 2,139 | ||
| 2025-08-05 | 2,314 | ||
| 2025-08-06 | 2,052 | ||
| 2025-08-07 | 2,127 | ||
| 2025-08-08 | 1,826 | ||
| 2025-08-09 | 169 | ||
| 2025-08-10 | 30 | ||
| 2025-08-11 | 2,328 | ||
| 2025-08-12 | 2,092 | ||
| 2025-08-13 | 2,046 | ||
| 2025-08-14 | 2,022 | ||
| 2025-08-15 | 1,855 | ||
| 2025-08-16 | 157 | ||
| 2025-08-17 | 32 | ||
| 2025-08-18 | 2,262 | ||
| 2025-08-19 | 2,162 | ||
| 2025-08-20 | 2,135 | ||
| 2025-08-21 | 2,030 | ||
| 2025-08-22 | 1,826 | ||
| 2025-08-23 | 178 | ||
| 2025-08-24 | 40 | ||
| 2025-08-25 | 28 | ||
| 2025-08-26 | 2,245 | ||
| 2025-08-27 | 2,189 | ||
| 2025-08-28 | 2,042 | ||
| 2025-08-29 | 1,737 | ||
| 2025-08-30 | 174 | ||
| 2025-08-31 | 27 | ||
| 2025-09-01 | 2,586 | ||
| 2025-09-02 | 2,535 | ||
| 2025-09-03 | 2,528 | ||
| 2025-09-04 | 2,391 | ||
| 2025-09-05 | 1,849 | ||
| 2025-09-06 | 182 | ||
| 2025-09-07 | 50 | ||
| 2025-09-08 | 2,824 | 2,824 | |
| 2025-09-09 | 2,353 | ||
| 2025-09-10 | 2,484 | ||
| 2025-09-11 | 2,323 | ||
| 2025-09-12 | 2,166 | ||
| 2025-09-13 | 198 | ||
| 2025-09-14 | 38 | ||
| 2025-09-15 | 2,522 | ||
| 2025-09-16 | 2,472 | ||
| 2025-09-17 | 2,298 | ||
| 2025-09-18 | 2,381 | ||
| 2025-09-19 | 1,892 | ||
| 2025-09-20 | 205 | ||
| 2025-09-21 | 30 | ||
| 2025-09-22 | 2,413 | ||
| 2025-09-23 | 2,366 | ||
| 2025-09-24 | 2,370 | ||
| 2025-09-25 | 2,295 | ||
| 2025-09-26 | 1,974 | ||
| 2025-09-27 | 176 | ||
| 2025-09-28 | 43 | ||
| 2025-09-29 | 2,378 | ||
| 2025-09-30 | 2,392 | ||
| 2025-10-01 | 2,466 | ||
| 2025-10-02 | 2,311 | ||
| 2025-10-03 | 1,984 | ||
| 2025-10-04 | 184 | ||
| 2025-10-05 | 40 | ||
| 2025-10-06 | 2,508 | ||
| 2025-10-07 | 2,519 | ||
| 2025-10-08 | 2,403 | ||
| 2025-10-09 | 2,395 | ||
| 2025-10-10 | 1,976 | ||
| 2025-10-11 | 186 | ||
| 2025-10-12 | 39 | ||
| 2025-10-13 | 2,376 | ||
| 2025-10-14 | 2,473 | ||
| 2025-10-15 | 2,333 | ||
| 2025-10-16 | 2,292 | ||
| 2025-10-17 | 2,083 | ||
| 2025-10-18 | 177 | ||
| 2025-10-19 | 43 | ||
| 2025-10-20 | 2,536 | ||
| 2025-10-21 | 2,555 | ||
| 2025-10-22 | 2,303 | ||
| 2025-10-23 | 2,355 | ||
| 2025-10-24 | 2,029 | ||
| 2025-10-25 | 193 | ||
| 2025-10-26 | 48 | ||
| 2025-10-27 | 2,459 | ||
| 2025-10-28 | 2,382 | ||
| 2025-10-29 | 2,287 | ||
| 2025-10-30 | 2,353 | ||
| 2025-10-31 | 1,965 | ||
| 2025-11-01 | 175 | ||
| 2025-11-02 | 40 | ||
| 2025-11-03 | 2,495 | ||
| 2025-11-04 | 2,556 | ||
| 2025-11-05 | 2,304 | ||
| 2025-11-06 | 2,433 | ||
| 2025-11-07 | 1,937 | ||
| 2025-11-08 | 173 | ||
| 2025-11-09 | 37 | ||
| 2025-11-10 | 2,561 | ||
| 2025-11-11 | 2,475 | ||
| 2025-11-12 | 2,319 | ||
| 2025-11-13 | 2,306 | ||
| 2025-11-14 | 1,953 | ||
| 2025-11-15 | 350 | 350 | 350 |
| 2025-11-16 | 46 | ||
| 2025-11-17 | 2,478 | ||
| 2025-11-18 | 2,405 | ||
| 2025-11-19 | 2,348 | ||
| 2025-11-20 | 2,580 | ||
| 2025-11-21 | 2,029 | ||
| 2025-11-22 | 198 | ||
| 2025-11-23 | 33 | ||
| 2025-11-24 | 2,538 | ||
| 2025-11-25 | 2,478 | ||
| 2025-11-26 | 2,289 | ||
| 2025-11-27 | 2,427 | ||
| 2025-11-28 | 2,031 | ||
| 2025-11-29 | 183 | ||
| 2025-11-30 | 46 | ||
| 2025-12-01 | 2,468 | ||
| 2025-12-02 | 2,622 | ||
| 2025-12-03 | 2,252 | ||
| 2025-12-04 | 2,371 | ||
| 2025-12-05 | 2,067 | ||
| 2025-12-06 | 186 | ||
| 2025-12-07 | 46 | ||
| 2025-12-08 | 2,475 | ||
| 2025-12-09 | 2,390 | ||
| 2025-12-10 | 2,460 | ||
| 2025-12-11 | 2,419 | ||
| 2025-12-12 | 2,014 | ||
| 2025-12-13 | 213 | ||
| 2025-12-14 | 43 | ||
| 2025-12-15 | 2,425 | ||
| 2025-12-16 | 2,592 | ||
| 2025-12-17 | 2,488 | ||
| 2025-12-18 | 2,299 | ||
| 2025-12-19 | 1,886 | ||
| 2025-12-20 | 178 | ||
| 2025-12-21 | 46 | ||
| 2025-12-22 | 2,496 | ||
| 2025-12-23 | 2,418 | ||
| 2025-12-24 | 1,323 | ||
| 2025-12-25 | 34 | ||
| 2025-12-26 | 38 | ||
| 2025-12-27 | 98 | ||
| 2025-12-28 | 22 | ||
| 2025-12-29 | 1,265 | ||
| 2025-12-30 | 1,365 | ||
| 2025-12-31 | 1,302 | ||
| 2026-01-01 | 32 | ||
| 2026-01-02 | 1,112 | ||
| 2026-01-03 | 178 | ||
| 2026-01-04 | 40 | ||
| 2026-01-05 | 2,498 | ||
| 2026-01-06 | 2,401 | ||
| 2026-01-07 | 2,442 | ||
| 2026-01-08 | 2,411 | ||
| 2026-01-09 | 1,961 | ||
| 2026-01-10 | 185 | ||
| 2026-01-11 | 51 | ||
| 2026-01-12 | 2,542 | ||
| 2026-01-13 | 2,430 | ||
| 2026-01-14 | 2,477 | ||
| 2026-01-15 | 2,234 | ||
| 2026-01-16 | 2,037 | ||
| 2026-01-17 | 164 | ||
| 2026-01-18 | 33 | ||
| 2026-01-19 | 2,447 | ||
| 2026-01-20 | 2,446 | ||
| 2026-01-21 | 1,959 | 1,959 | 1,959 |
| 2026-01-22 | 2,433 | ||
| 2026-01-23 | 1,970 | ||
| 2026-01-24 | 180 | ||
| 2026-01-25 | 45 | ||
| 2026-01-26 | 2,573 | ||
| 2026-01-27 | 2,446 | ||
| 2026-01-28 | 2,347 | ||
| 2026-01-29 | 2,380 | ||
| 2026-01-30 | 2,024 | ||
| 2026-01-31 | 164 | ||
| 2026-02-01 | 42 | ||
| 2026-02-02 | 2,566 | ||
| 2026-02-03 | 2,470 | ||
| 2026-02-04 | 2,455 | ||
| 2026-02-05 | 2,353 | ||
| 2026-02-06 | 1,983 | ||
| 2026-02-07 | 175 | ||
| 2026-02-08 | 30 | ||
| 2026-02-09 | 2,676 | ||
| 2026-02-10 | 2,499 | ||
| 2026-02-11 | 2,345 | ||
| 2026-02-12 | 2,300 | ||
| 2026-02-13 | 1,950 | ||
| 2026-02-14 | 195 | ||
| 2026-02-15 | 50 | ||
| 2026-02-16 | 2,544 | ||
| 2026-02-17 | 2,536 | ||
| 2026-02-18 | 2,520 | ||
| 2026-02-19 | 2,258 | ||
| 2026-02-20 | 1,979 | ||
| 2026-02-21 | 179 | ||
| 2026-02-22 | 37 | ||
| 2026-02-23 | 2,479 | ||
| 2026-02-24 | 2,562 | ||
| 2026-02-25 | 2,317 | ||
| 2026-02-26 | 2,140 | ||
| 2026-02-27 | 2,047 | ||
| 2026-02-28 | 186 | ||
| 2026-03-01 | 40 | ||
| 2026-03-02 | 2,430 | ||
| 2026-03-03 | 2,456 | ||
| 2026-03-04 | 2,378 | ||
| 2026-03-05 | 2,384 | ||
| 2026-03-06 | 2,030 | ||
| 2026-03-07 | 179 | ||
| 2026-03-08 | 47 | ||
| 2026-03-09 | 2,568 | ||
| 2026-03-10 | 2,360 | ||
| 2026-03-11 | 2,400 | ||
| 2026-03-12 | 2,342 | ||
| 2026-03-13 | 2,012 | ||
| 2026-03-14 | 179 | ||
| 2026-03-15 | 44 | ||
| 2026-03-16 | 2,494 | ||
| 2026-03-17 | 2,450 | ||
| 2026-03-18 | 2,283 | ||
| 2026-03-19 | 2,447 | ||
| 2026-03-20 | 2,070 | ||
| 2026-03-21 | 185 | ||
| 2026-03-22 | 40 | ||
| 2026-03-23 | 2,388 | ||
| 2026-03-24 | 2,396 | ||
| 2026-03-25 | 2,416 | ||
| 2026-03-26 | 2,149 | ||
| 2026-03-27 | 1,916 | ||
| 2026-03-28 | 191 | ||
| 2026-03-29 | 37 | ||
| 2026-03-30 | 2,477 | ||
| 2026-03-31 | 2,335 | ||
| 2026-04-01 | 2,325 | ||
| 2026-04-02 | 2,216 | ||
| 2026-04-03 | 31 | ||
| 2026-04-04 | 167 | ||
| 2026-04-05 | 40 | ||
| 2026-04-06 | 45 | ||
| 2026-04-07 | 2,210 | ||
| 2026-04-08 | 2,271 | ||
| 2026-04-09 | 2,214 | ||
| 2026-04-10 | 1,718 | ||
| 2026-04-11 | 164 | ||
| 2026-04-12 | 38 | ||
| 2026-04-13 | 2,189 | ||
| 2026-04-14 | 2,225 | ||
| 2026-04-15 | 2,287 | ||
| 2026-04-16 | 2,167 | ||
| 2026-04-17 | 1,936 | ||
| 2026-04-18 | 186 | ||
| 2026-04-19 | 34 | ||
| 2026-04-20 | 2,344 | ||
| 2026-04-21 | 2,242 | ||
| 2026-04-22 | 2,197 | ||
| 2026-04-23 | 2,224 | ||
| 2026-04-24 | 1,805 | ||
| 2026-04-25 | 159 | ||
| 2026-04-26 | 48 | ||
| 2026-04-27 | 2,235 | ||
| 2026-04-28 | 2,137 | ||
| 2026-04-29 | 2,133 | ||
| 2026-04-30 | 2,024 | ||
| 2026-05-01 | 1,757 | ||
| 2026-05-02 | 155 | ||
| 2026-05-03 | 29 | ||
| 2026-05-04 | 32 | ||
| 2026-05-05 | 2,097 | ||
| 2026-05-06 | 2,217 | ||
| 2026-05-07 | 2,117 | ||
| 2026-05-08 | 1,772 | ||
| 2026-05-09 | 178 | ||
| 2026-05-10 | 36 | ||
| 2026-05-11 | 2,110 | ||
| 2026-05-12 | 2,143 | ||
| 2026-05-13 | 2,157 | ||
| 2026-05-14 | 2,166 | ||
| 2026-05-15 | 1,785 | ||
| 2026-05-16 | 165 | ||
| 2026-05-17 | 35 | ||
| 2026-05-18 | 2,182 | ||
| 2026-05-19 | 2,117 | ||
| 2026-05-20 | 2,151 | ||
| 2026-05-21 | 2,167 | ||
| 2026-05-22 | 1,720 | ||
| 2026-05-23 | 180 | ||
| 2026-05-24 | 36 | ||
| 2026-05-25 | 48 | ||
| 2026-05-26 | 2,336 | ||
| 2026-05-27 | 2,167 | ||
| 2026-05-28 | 2,044 | ||
| 2026-05-29 | 1,726 | ||
| 2026-05-30 | 184 | ||
| 2026-05-31 | 43 | ||
| 2026-06-01 | 2,178 | ||
| 2026-06-02 | 2,118 | ||
| 2026-06-03 | 2,289 | ||
| 2026-06-04 | 2,094 | ||
| 2026-06-05 | 1,768 | ||
| 2026-06-06 | 179 | ||
| 2026-06-07 | 25 | ||
| 2026-06-08 | 2,243 | ||
| 2026-06-09 | 2,111 | ||
| 2026-06-10 | 2,095 | ||
| 2026-06-11 | 2,158 | ||
| 2026-06-12 | 1,882 | ||
| 2026-06-13 | 146 | ||
| 2026-06-14 | 47 | ||
| 2026-06-15 | 2,328 | ||
| 2026-06-16 | 2,077 | ||
| 2026-06-17 | 2,130 | ||
| 2026-06-18 | 2,103 | ||
| 2026-06-19 | 1,730 | ||
| 2026-06-20 | 154 | ||
| 2026-06-21 | 40 | ||
| 2026-06-22 | 2,258 | ||
| 2026-06-23 | 2,152 | ||
| 2026-06-24 | 1,962 | ||
| 2026-06-25 | 2,047 | ||
| 2026-06-26 | 1,801 | ||
| 2026-06-27 | 162 | ||
| 2026-06-28 | 33 | ||
| 2026-06-29 | 2,243 | ||
| 2026-06-30 | 2,183 | ||
| 2026-07-01 | 2,068 | ||
| 2026-07-02 | 2,208 | ||
| 2026-07-03 | 1,734 | ||
| 2026-07-04 | 181 | ||
| 2026-07-05 | 35 | ||
| 2026-07-06 | 2,292 | ||
| 2026-07-07 | 2,195 | ||
| 2026-07-08 | 2,101 | ||
| 2026-07-09 | 2,158 | ||
| 2026-07-10 | 1,722 | ||
| 2026-07-11 | 158 | ||
| 2026-07-12 | 45 | ||
| 2026-07-13 | 2,186 | ||
| 2026-07-14 | 2,036 | ||
| 2026-07-15 | 2,043 | ||
| 2026-07-16 | 2,056 | ||
| 2026-07-17 | 1,836 | ||
| 2026-07-18 | 144 | ||
| 2026-07-19 | 41 | ||
| 2026-07-20 | 2,161 | ||
| 2026-07-21 | 2,303 | ||
| 2026-07-22 | 2,231 | ||
| 2026-07-23 | 2,167 | ||
| 2026-07-24 | 1,717 | ||
| 2026-07-25 | 155 | ||
| 2026-07-26 | 26 | ||
| 2026-07-27 | 2,299 | ||
| 2026-07-28 | 2,004 | 2,004 | |
| 2026-07-29 | 2,033 | ||
| 2026-07-30 | 2,030 | ||
| 2026-07-31 | 1,830 |
| Appointment date | Records loaded | Flagged | Planted one-day problem |
|---|---|---|---|
| 2024-10-01 | 2,475 | ||
| 2024-10-02 | 2,422 | ||
| 2024-10-03 | 2,364 | ||
| 2024-10-04 | 1,900 | ||
| 2024-10-05 | 179 | ||
| 2024-10-06 | 44 | ||
| 2024-10-07 | 2,324 | ||
| 2024-10-08 | 2,394 | ||
| 2024-10-09 | 2,388 | ||
| 2024-10-10 | 2,391 | ||
| 2024-10-11 | 2,079 | ||
| 2024-10-12 | 168 | ||
| 2024-10-13 | 25 | ||
| 2024-10-14 | 2,396 | ||
| 2024-10-15 | 2,243 | ||
| 2024-10-16 | 2,304 | ||
| 2024-10-17 | 2,163 | ||
| 2024-10-18 | 2,009 | ||
| 2024-10-19 | 150 | ||
| 2024-10-20 | 50 | ||
| 2024-10-21 | 2,466 | ||
| 2024-10-22 | 2,231 | ||
| 2024-10-23 | 2,261 | ||
| 2024-10-24 | 2,204 | ||
| 2024-10-25 | 1,986 | ||
| 2024-10-26 | 170 | ||
| 2024-10-27 | 36 | ||
| 2024-10-28 | 2,463 | ||
| 2024-10-29 | 2,583 | ||
| 2024-10-30 | 2,290 | ||
| 2024-10-31 | 2,232 | ||
| 2024-11-01 | 1,780 | ||
| 2024-11-02 | 175 | ||
| 2024-11-03 | 44 | ||
| 2024-11-04 | 2,474 | ||
| 2024-11-05 | 2,504 | ||
| 2024-11-06 | 2,470 | ||
| 2024-11-07 | 2,351 | ||
| 2024-11-08 | 2,034 | ||
| 2024-11-09 | 171 | ||
| 2024-11-10 | 40 | ||
| 2024-11-11 | 2,440 | ||
| 2024-11-12 | 2,344 | ||
| 2024-11-13 | 2,247 | ||
| 2024-11-14 | 2,255 | ||
| 2024-11-15 | 1,925 | ||
| 2024-11-16 | 156 | ||
| 2024-11-17 | 41 | ||
| 2024-11-18 | 2,478 | ||
| 2024-11-19 | 1,281 | 1,281 | |
| 2024-11-20 | 2,370 | ||
| 2024-11-21 | 2,251 | ||
| 2024-11-22 | 2,027 | ||
| 2024-11-23 | 193 | ||
| 2024-11-24 | 49 | ||
| 2024-11-25 | 2,519 | ||
| 2024-11-26 | 2,459 | ||
| 2024-11-27 | 2,229 | ||
| 2024-11-28 | 2,207 | ||
| 2024-11-29 | 1,804 | ||
| 2024-11-30 | 162 | ||
| 2024-12-01 | 46 | ||
| 2024-12-02 | 2,406 | ||
| 2024-12-03 | 2,383 | ||
| 2024-12-04 | 2,417 | ||
| 2024-12-05 | 2,289 | ||
| 2024-12-06 | 1,940 | ||
| 2024-12-07 | 194 | ||
| 2024-12-08 | 34 | ||
| 2024-12-09 | 2,477 | ||
| 2024-12-10 | 2,375 | ||
| 2024-12-11 | 2,223 | ||
| 2024-12-12 | 2,315 | ||
| 2024-12-13 | 1,923 | ||
| 2024-12-14 | 188 | ||
| 2024-12-15 | 35 | ||
| 2024-12-16 | 2,366 | ||
| 2024-12-17 | 2,338 | ||
| 2024-12-18 | 2,271 | ||
| 2024-12-19 | 2,210 | ||
| 2024-12-20 | 1,900 | ||
| 2024-12-21 | 170 | ||
| 2024-12-22 | 39 | ||
| 2024-12-23 | 2,533 | ||
| 2024-12-24 | 1,298 | ||
| 2024-12-25 | 31 | ||
| 2024-12-26 | 46 | ||
| 2024-12-27 | 1,063 | ||
| 2024-12-28 | 90 | ||
| 2024-12-29 | 23 | ||
| 2024-12-30 | 1,400 | ||
| 2024-12-31 | 1,330 | ||
| 2025-01-01 | 39 | ||
| 2025-01-02 | 1,247 | ||
| 2025-01-03 | 1,930 | ||
| 2025-01-04 | 210 | ||
| 2025-01-05 | 44 | ||
| 2025-01-06 | 2,531 | ||
| 2025-01-07 | 2,383 | ||
| 2025-01-08 | 2,348 | ||
| 2025-01-09 | 2,370 | ||
| 2025-01-10 | 1,969 | ||
| 2025-01-11 | 187 | ||
| 2025-01-12 | 44 | ||
| 2025-01-13 | 2,577 | ||
| 2025-01-14 | 2,432 | ||
| 2025-01-15 | 2,243 | ||
| 2025-01-16 | 2,187 | ||
| 2025-01-17 | 1,928 | ||
| 2025-01-18 | 177 | ||
| 2025-01-19 | 50 | ||
| 2025-01-20 | 2,232 | ||
| 2025-01-21 | 2,353 | ||
| 2025-01-22 | 2,247 | ||
| 2025-01-23 | 2,243 | ||
| 2025-01-24 | 2,091 | ||
| 2025-01-25 | 152 | ||
| 2025-01-26 | 41 | ||
| 2025-01-27 | 2,355 | ||
| 2025-01-28 | 2,369 | ||
| 2025-01-29 | 2,296 | ||
| 2025-01-30 | 2,326 | ||
| 2025-01-31 | 1,934 | ||
| 2025-02-01 | 179 | ||
| 2025-02-02 | 26 | ||
| 2025-02-03 | 2,360 | ||
| 2025-02-04 | 2,425 | ||
| 2025-02-05 | 2,342 | ||
| 2025-02-06 | 2,395 | ||
| 2025-02-07 | 1,943 | ||
| 2025-02-08 | 161 | ||
| 2025-02-09 | 30 | ||
| 2025-02-10 | 2,403 | ||
| 2025-02-11 | 0 | 0 | |
| 2025-02-12 | 2,411 | ||
| 2025-02-13 | 2,311 | ||
| 2025-02-14 | 1,976 | ||
| 2025-02-15 | 171 | ||
| 2025-02-16 | 36 | ||
| 2025-02-17 | 2,567 | ||
| 2025-02-18 | 2,516 | ||
| 2025-02-19 | 2,366 | ||
| 2025-02-20 | 2,240 | ||
| 2025-02-21 | 2,024 | ||
| 2025-02-22 | 207 | ||
| 2025-02-23 | 24 | ||
| 2025-02-24 | 2,429 | ||
| 2025-02-25 | 2,362 | ||
| 2025-02-26 | 2,415 | ||
| 2025-02-27 | 2,303 | ||
| 2025-02-28 | 1,888 | ||
| 2025-03-01 | 149 | ||
| 2025-03-02 | 39 | ||
| 2025-03-03 | 2,450 | ||
| 2025-03-04 | 2,438 | ||
| 2025-03-05 | 2,408 | ||
| 2025-03-06 | 2,367 | ||
| 2025-03-07 | 1,912 | ||
| 2025-03-08 | 202 | ||
| 2025-03-09 | 49 | ||
| 2025-03-10 | 2,486 | ||
| 2025-03-11 | 2,587 | ||
| 2025-03-12 | 2,247 | ||
| 2025-03-13 | 2,297 | ||
| 2025-03-14 | 1,889 | ||
| 2025-03-15 | 182 | ||
| 2025-03-16 | 52 | ||
| 2025-03-17 | 5,032 | 5,032 | |
| 2025-03-18 | 2,466 | ||
| 2025-03-19 | 2,261 | ||
| 2025-03-20 | 2,199 | ||
| 2025-03-21 | 2,011 | ||
| 2025-03-22 | 199 | ||
| 2025-03-23 | 38 | ||
| 2025-03-24 | 2,600 | ||
| 2025-03-25 | 2,294 | ||
| 2025-03-26 | 2,252 | ||
| 2025-03-27 | 2,252 | ||
| 2025-03-28 | 1,930 | ||
| 2025-03-29 | 169 | ||
| 2025-03-30 | 41 | ||
| 2025-03-31 | 2,478 | ||
| 2025-04-01 | 2,411 | ||
| 2025-04-02 | 2,336 | ||
| 2025-04-03 | 2,236 | ||
| 2025-04-04 | 2,009 | ||
| 2025-04-05 | 194 | ||
| 2025-04-06 | 37 | ||
| 2025-04-07 | 2,462 | ||
| 2025-04-08 | 2,240 | ||
| 2025-04-09 | 2,345 | ||
| 2025-04-10 | 2,202 | ||
| 2025-04-11 | 1,987 | ||
| 2025-04-12 | 169 | ||
| 2025-04-13 | 43 | ||
| 2025-04-14 | 2,465 | ||
| 2025-04-15 | 2,548 | ||
| 2025-04-16 | 2,299 | ||
| 2025-04-17 | 2,285 | ||
| 2025-04-18 | 40 | ||
| 2025-04-19 | 149 | ||
| 2025-04-20 | 29 | ||
| 2025-04-21 | 44 | ||
| 2025-04-22 | 2,392 | ||
| 2025-04-23 | 2,254 | ||
| 2025-04-24 | 2,198 | ||
| 2025-04-25 | 1,867 | ||
| 2025-04-26 | 172 | ||
| 2025-04-27 | 36 | ||
| 2025-04-28 | 2,382 | ||
| 2025-04-29 | 2,548 | ||
| 2025-04-30 | 2,525 | ||
| 2025-05-01 | 2,345 | ||
| 2025-05-02 | 1,920 | ||
| 2025-05-03 | 187 | ||
| 2025-05-04 | 37 | ||
| 2025-05-05 | 38 | ||
| 2025-05-06 | 2,509 | ||
| 2025-05-07 | 2,436 | ||
| 2025-05-08 | 2,420 | ||
| 2025-05-09 | 1,846 | ||
| 2025-05-10 | 209 | ||
| 2025-05-11 | 38 | ||
| 2025-05-12 | 2,532 | ||
| 2025-05-13 | 2,420 | ||
| 2025-05-14 | 2,287 | ||
| 2025-05-15 | 2,353 | ||
| 2025-05-16 | 2,035 | ||
| 2025-05-17 | 183 | ||
| 2025-05-18 | 38 | ||
| 2025-05-19 | 2,584 | ||
| 2025-05-20 | 2,378 | ||
| 2025-05-21 | 2,404 | ||
| 2025-05-22 | 2,313 | ||
| 2025-05-23 | 1,899 | ||
| 2025-05-24 | 176 | ||
| 2025-05-25 | 40 | ||
| 2025-05-26 | 52 | ||
| 2025-05-27 | 2,538 | ||
| 2025-05-28 | 2,224 | ||
| 2025-05-29 | 2,293 | ||
| 2025-05-30 | 1,929 | ||
| 2025-05-31 | 169 | ||
| 2025-06-01 | 46 | ||
| 2025-06-02 | 2,317 | ||
| 2025-06-03 | 2,513 | ||
| 2025-06-04 | 2,376 | ||
| 2025-06-05 | 1,643 | 1,643 | |
| 2025-06-06 | 1,926 | ||
| 2025-06-07 | 197 | ||
| 2025-06-08 | 53 | ||
| 2025-06-09 | 2,415 | ||
| 2025-06-10 | 2,238 | ||
| 2025-06-11 | 2,356 | ||
| 2025-06-12 | 2,400 | ||
| 2025-06-13 | 2,051 | ||
| 2025-06-14 | 189 | ||
| 2025-06-15 | 46 | ||
| 2025-06-16 | 2,474 | ||
| 2025-06-17 | 2,375 | ||
| 2025-06-18 | 2,450 | ||
| 2025-06-19 | 2,385 | ||
| 2025-06-20 | 1,798 | ||
| 2025-06-21 | 178 | ||
| 2025-06-22 | 37 | ||
| 2025-06-23 | 2,430 | ||
| 2025-06-24 | 2,566 | ||
| 2025-06-25 | 2,341 | ||
| 2025-06-26 | 2,254 | ||
| 2025-06-27 | 1,989 | ||
| 2025-06-28 | 184 | ||
| 2025-06-29 | 47 | ||
| 2025-06-30 | 2,429 | ||
| 2025-07-01 | 2,271 | ||
| 2025-07-02 | 2,519 | ||
| 2025-07-03 | 2,290 | ||
| 2025-07-04 | 1,948 | ||
| 2025-07-05 | 186 | ||
| 2025-07-06 | 47 | ||
| 2025-07-07 | 2,435 | ||
| 2025-07-08 | 2,344 | ||
| 2025-07-09 | 2,389 | ||
| 2025-07-10 | 2,204 | ||
| 2025-07-11 | 1,908 | ||
| 2025-07-12 | 171 | ||
| 2025-07-13 | 39 | ||
| 2025-07-14 | 2,567 | ||
| 2025-07-15 | 2,381 | ||
| 2025-07-16 | 2,394 | ||
| 2025-07-17 | 2,319 | ||
| 2025-07-18 | 2,024 | ||
| 2025-07-19 | 219 | ||
| 2025-07-20 | 39 | ||
| 2025-07-21 | 2,481 | ||
| 2025-07-22 | 2,486 | ||
| 2025-07-23 | 2,283 | ||
| 2025-07-24 | 2,507 | ||
| 2025-07-25 | 2,115 | ||
| 2025-07-26 | 203 | ||
| 2025-07-27 | 43 | ||
| 2025-07-28 | 2,541 | ||
| 2025-07-29 | 2,348 | ||
| 2025-07-30 | 2,385 | ||
| 2025-07-31 | 2,316 | ||
| 2025-08-01 | 1,900 | ||
| 2025-08-02 | 170 | ||
| 2025-08-03 | 44 | ||
| 2025-08-04 | 2,139 | ||
| 2025-08-05 | 2,314 | ||
| 2025-08-06 | 2,052 | ||
| 2025-08-07 | 2,127 | ||
| 2025-08-08 | 1,826 | ||
| 2025-08-09 | 169 | ||
| 2025-08-10 | 30 | ||
| 2025-08-11 | 2,328 | ||
| 2025-08-12 | 2,092 | ||
| 2025-08-13 | 2,046 | ||
| 2025-08-14 | 2,022 | ||
| 2025-08-15 | 1,855 | ||
| 2025-08-16 | 157 | ||
| 2025-08-17 | 32 | ||
| 2025-08-18 | 2,262 | ||
| 2025-08-19 | 2,162 | ||
| 2025-08-20 | 2,135 | ||
| 2025-08-21 | 2,030 | ||
| 2025-08-22 | 1,826 | ||
| 2025-08-23 | 178 | ||
| 2025-08-24 | 40 | ||
| 2025-08-25 | 28 | ||
| 2025-08-26 | 2,245 | ||
| 2025-08-27 | 2,189 | ||
| 2025-08-28 | 2,042 | ||
| 2025-08-29 | 1,737 | ||
| 2025-08-30 | 174 | ||
| 2025-08-31 | 27 | ||
| 2025-09-01 | 2,586 | ||
| 2025-09-02 | 2,535 | ||
| 2025-09-03 | 2,528 | ||
| 2025-09-04 | 2,391 | ||
| 2025-09-05 | 1,849 | ||
| 2025-09-06 | 182 | ||
| 2025-09-07 | 50 | ||
| 2025-09-08 | 2,824 | 2,824 | |
| 2025-09-09 | 2,353 | ||
| 2025-09-10 | 2,484 | ||
| 2025-09-11 | 2,323 | ||
| 2025-09-12 | 2,166 | ||
| 2025-09-13 | 198 | ||
| 2025-09-14 | 38 | ||
| 2025-09-15 | 2,522 | ||
| 2025-09-16 | 2,472 | ||
| 2025-09-17 | 2,298 | ||
| 2025-09-18 | 2,381 | ||
| 2025-09-19 | 1,892 | ||
| 2025-09-20 | 205 | ||
| 2025-09-21 | 30 | ||
| 2025-09-22 | 2,413 | ||
| 2025-09-23 | 2,366 | ||
| 2025-09-24 | 2,370 | ||
| 2025-09-25 | 2,295 | ||
| 2025-09-26 | 1,974 | ||
| 2025-09-27 | 176 | ||
| 2025-09-28 | 43 | ||
| 2025-09-29 | 2,378 | ||
| 2025-09-30 | 2,392 | ||
| 2025-10-01 | 2,466 | ||
| 2025-10-02 | 2,311 | ||
| 2025-10-03 | 1,984 | ||
| 2025-10-04 | 184 | ||
| 2025-10-05 | 40 | ||
| 2025-10-06 | 2,508 | ||
| 2025-10-07 | 2,519 | ||
| 2025-10-08 | 2,403 | ||
| 2025-10-09 | 2,395 | ||
| 2025-10-10 | 1,976 | ||
| 2025-10-11 | 186 | ||
| 2025-10-12 | 39 | ||
| 2025-10-13 | 2,376 | ||
| 2025-10-14 | 2,473 | ||
| 2025-10-15 | 2,333 | ||
| 2025-10-16 | 2,292 | ||
| 2025-10-17 | 2,083 | ||
| 2025-10-18 | 177 | ||
| 2025-10-19 | 43 | ||
| 2025-10-20 | 2,536 | ||
| 2025-10-21 | 2,555 | ||
| 2025-10-22 | 2,303 | ||
| 2025-10-23 | 2,355 | ||
| 2025-10-24 | 2,029 | ||
| 2025-10-25 | 193 | ||
| 2025-10-26 | 48 | ||
| 2025-10-27 | 2,459 | ||
| 2025-10-28 | 2,382 | ||
| 2025-10-29 | 2,287 | ||
| 2025-10-30 | 2,353 | ||
| 2025-10-31 | 1,965 | ||
| 2025-11-01 | 175 | ||
| 2025-11-02 | 40 | ||
| 2025-11-03 | 2,495 | ||
| 2025-11-04 | 2,556 | ||
| 2025-11-05 | 2,304 | ||
| 2025-11-06 | 2,433 | ||
| 2025-11-07 | 1,937 | ||
| 2025-11-08 | 173 | ||
| 2025-11-09 | 37 | ||
| 2025-11-10 | 2,561 | ||
| 2025-11-11 | 2,475 | ||
| 2025-11-12 | 2,319 | ||
| 2025-11-13 | 2,306 | ||
| 2025-11-14 | 1,953 | ||
| 2025-11-15 | 350 | 350 | |
| 2025-11-16 | 46 | ||
| 2025-11-17 | 2,478 | ||
| 2025-11-18 | 2,405 | ||
| 2025-11-19 | 2,348 | ||
| 2025-11-20 | 2,580 | ||
| 2025-11-21 | 2,029 | ||
| 2025-11-22 | 198 | ||
| 2025-11-23 | 33 | ||
| 2025-11-24 | 2,538 | ||
| 2025-11-25 | 2,478 | ||
| 2025-11-26 | 2,289 | ||
| 2025-11-27 | 2,427 | ||
| 2025-11-28 | 2,031 | ||
| 2025-11-29 | 183 | ||
| 2025-11-30 | 46 | ||
| 2025-12-01 | 2,468 | ||
| 2025-12-02 | 2,622 | ||
| 2025-12-03 | 2,252 | ||
| 2025-12-04 | 2,371 | ||
| 2025-12-05 | 2,067 | ||
| 2025-12-06 | 186 | ||
| 2025-12-07 | 46 | ||
| 2025-12-08 | 2,475 | ||
| 2025-12-09 | 2,390 | ||
| 2025-12-10 | 2,460 | ||
| 2025-12-11 | 2,419 | ||
| 2025-12-12 | 2,014 | ||
| 2025-12-13 | 213 | ||
| 2025-12-14 | 43 | ||
| 2025-12-15 | 2,425 | ||
| 2025-12-16 | 2,592 | ||
| 2025-12-17 | 2,488 | ||
| 2025-12-18 | 2,299 | ||
| 2025-12-19 | 1,886 | ||
| 2025-12-20 | 178 | ||
| 2025-12-21 | 46 | ||
| 2025-12-22 | 2,496 | ||
| 2025-12-23 | 2,418 | ||
| 2025-12-24 | 1,323 | ||
| 2025-12-25 | 34 | ||
| 2025-12-26 | 38 | ||
| 2025-12-27 | 98 | ||
| 2025-12-28 | 22 | ||
| 2025-12-29 | 1,265 | ||
| 2025-12-30 | 1,365 | ||
| 2025-12-31 | 1,302 | ||
| 2026-01-01 | 32 | ||
| 2026-01-02 | 1,112 | ||
| 2026-01-03 | 178 | ||
| 2026-01-04 | 40 | ||
| 2026-01-05 | 2,498 | ||
| 2026-01-06 | 2,401 | ||
| 2026-01-07 | 2,442 | ||
| 2026-01-08 | 2,411 | ||
| 2026-01-09 | 1,961 | ||
| 2026-01-10 | 185 | ||
| 2026-01-11 | 51 | ||
| 2026-01-12 | 2,542 | ||
| 2026-01-13 | 2,430 | ||
| 2026-01-14 | 2,477 | ||
| 2026-01-15 | 2,234 | ||
| 2026-01-16 | 2,037 | ||
| 2026-01-17 | 164 | ||
| 2026-01-18 | 33 | ||
| 2026-01-19 | 2,447 | ||
| 2026-01-20 | 2,446 | ||
| 2026-01-21 | 1,959 | 1,959 | |
| 2026-01-22 | 2,433 | 2,433 | |
| 2026-01-23 | 1,970 | 1,970 | |
| 2026-01-24 | 180 | 180 | |
| 2026-01-25 | 45 | 45 | |
| 2026-01-26 | 2,573 | 2,573 | |
| 2026-01-27 | 2,446 | ||
| 2026-01-28 | 2,347 | ||
| 2026-01-29 | 2,380 | ||
| 2026-01-30 | 2,024 | ||
| 2026-01-31 | 164 | ||
| 2026-02-01 | 42 | ||
| 2026-02-02 | 2,566 | ||
| 2026-02-03 | 2,470 | ||
| 2026-02-04 | 2,455 | ||
| 2026-02-05 | 2,353 | ||
| 2026-02-06 | 1,983 | ||
| 2026-02-07 | 175 | ||
| 2026-02-08 | 30 | ||
| 2026-02-09 | 2,676 | ||
| 2026-02-10 | 2,499 | ||
| 2026-02-11 | 2,345 | ||
| 2026-02-12 | 2,300 | ||
| 2026-02-13 | 1,950 | ||
| 2026-02-14 | 195 | ||
| 2026-02-15 | 50 | ||
| 2026-02-16 | 2,544 | ||
| 2026-02-17 | 2,536 | ||
| 2026-02-18 | 2,520 | ||
| 2026-02-19 | 2,258 | ||
| 2026-02-20 | 1,979 | ||
| 2026-02-21 | 179 | ||
| 2026-02-22 | 37 | ||
| 2026-02-23 | 2,479 | ||
| 2026-02-24 | 2,562 | ||
| 2026-02-25 | 2,317 | ||
| 2026-02-26 | 2,140 | ||
| 2026-02-27 | 2,047 | ||
| 2026-02-28 | 186 | ||
| 2026-03-01 | 40 | ||
| 2026-03-02 | 2,430 | ||
| 2026-03-03 | 2,456 | ||
| 2026-03-04 | 2,378 | ||
| 2026-03-05 | 2,384 | ||
| 2026-03-06 | 2,030 | ||
| 2026-03-07 | 179 | ||
| 2026-03-08 | 47 | ||
| 2026-03-09 | 2,568 | ||
| 2026-03-10 | 2,360 | ||
| 2026-03-11 | 2,400 | ||
| 2026-03-12 | 2,342 | ||
| 2026-03-13 | 2,012 | ||
| 2026-03-14 | 179 | ||
| 2026-03-15 | 44 | ||
| 2026-03-16 | 2,494 | ||
| 2026-03-17 | 2,450 | ||
| 2026-03-18 | 2,283 | ||
| 2026-03-19 | 2,447 | ||
| 2026-03-20 | 2,070 | ||
| 2026-03-21 | 185 | ||
| 2026-03-22 | 40 | ||
| 2026-03-23 | 2,388 | ||
| 2026-03-24 | 2,396 | ||
| 2026-03-25 | 2,416 | ||
| 2026-03-26 | 2,149 | ||
| 2026-03-27 | 1,916 | ||
| 2026-03-28 | 191 | ||
| 2026-03-29 | 37 | ||
| 2026-03-30 | 2,477 | ||
| 2026-03-31 | 2,335 | ||
| 2026-04-01 | 2,325 | ||
| 2026-04-02 | 2,216 | ||
| 2026-04-03 | 31 | ||
| 2026-04-04 | 167 | ||
| 2026-04-05 | 40 | ||
| 2026-04-06 | 45 | ||
| 2026-04-07 | 2,210 | ||
| 2026-04-08 | 2,271 | ||
| 2026-04-09 | 2,214 | ||
| 2026-04-10 | 1,718 | ||
| 2026-04-11 | 164 | ||
| 2026-04-12 | 38 | ||
| 2026-04-13 | 2,189 | ||
| 2026-04-14 | 2,225 | ||
| 2026-04-15 | 2,287 | ||
| 2026-04-16 | 2,167 | ||
| 2026-04-17 | 1,936 | ||
| 2026-04-18 | 186 | ||
| 2026-04-19 | 34 | ||
| 2026-04-20 | 2,344 | ||
| 2026-04-21 | 2,242 | ||
| 2026-04-22 | 2,197 | ||
| 2026-04-23 | 2,224 | ||
| 2026-04-24 | 1,805 | ||
| 2026-04-25 | 159 | ||
| 2026-04-26 | 48 | ||
| 2026-04-27 | 2,235 | ||
| 2026-04-28 | 2,137 | ||
| 2026-04-29 | 2,133 | ||
| 2026-04-30 | 2,024 | ||
| 2026-05-01 | 1,757 | ||
| 2026-05-02 | 155 | ||
| 2026-05-03 | 29 | ||
| 2026-05-04 | 32 | ||
| 2026-05-05 | 2,097 | ||
| 2026-05-06 | 2,217 | ||
| 2026-05-07 | 2,117 | 2,117 | |
| 2026-05-08 | 1,772 | 1,772 | |
| 2026-05-09 | 178 | 178 | |
| 2026-05-10 | 36 | 36 | |
| 2026-05-11 | 2,110 | 2,110 | |
| 2026-05-12 | 2,143 | 2,143 | |
| 2026-05-13 | 2,157 | 2,157 | |
| 2026-05-14 | 2,166 | 2,166 | |
| 2026-05-15 | 1,785 | 1,785 | |
| 2026-05-16 | 165 | 165 | |
| 2026-05-17 | 35 | 35 | |
| 2026-05-18 | 2,182 | 2,182 | |
| 2026-05-19 | 2,117 | 2,117 | |
| 2026-05-20 | 2,151 | 2,151 | |
| 2026-05-21 | 2,167 | 2,167 | |
| 2026-05-22 | 1,720 | 1,720 | |
| 2026-05-23 | 180 | 180 | |
| 2026-05-24 | 36 | 36 | |
| 2026-05-25 | 48 | 48 | |
| 2026-05-26 | 2,336 | 2,336 | |
| 2026-05-27 | 2,167 | 2,167 | |
| 2026-05-28 | 2,044 | 2,044 | |
| 2026-05-29 | 1,726 | 1,726 | |
| 2026-05-30 | 184 | 184 | |
| 2026-05-31 | 43 | 43 | |
| 2026-06-01 | 2,178 | 2,178 | |
| 2026-06-02 | 2,118 | 2,118 | |
| 2026-06-03 | 2,289 | 2,289 | |
| 2026-06-04 | 2,094 | ||
| 2026-06-05 | 1,768 | ||
| 2026-06-06 | 179 | ||
| 2026-06-07 | 25 | ||
| 2026-06-08 | 2,243 | ||
| 2026-06-09 | 2,111 | ||
| 2026-06-10 | 2,095 | 2,095 | |
| 2026-06-11 | 2,158 | 2,158 | |
| 2026-06-12 | 1,882 | 1,882 | |
| 2026-06-13 | 146 | 146 | |
| 2026-06-14 | 47 | 47 | |
| 2026-06-15 | 2,328 | 2,328 | |
| 2026-06-16 | 2,077 | 2,077 | |
| 2026-06-17 | 2,130 | 2,130 | |
| 2026-06-18 | 2,103 | 2,103 | |
| 2026-06-19 | 1,730 | 1,730 | |
| 2026-06-20 | 154 | 154 | |
| 2026-06-21 | 40 | 40 | |
| 2026-06-22 | 2,258 | 2,258 | |
| 2026-06-23 | 2,152 | 2,152 | |
| 2026-06-24 | 1,962 | 1,962 | |
| 2026-06-25 | 2,047 | 2,047 | |
| 2026-06-26 | 1,801 | 1,801 | |
| 2026-06-27 | 162 | 162 | |
| 2026-06-28 | 33 | 33 | |
| 2026-06-29 | 2,243 | 2,243 | |
| 2026-06-30 | 2,183 | 2,183 | |
| 2026-07-01 | 2,068 | 2,068 | |
| 2026-07-02 | 2,208 | 2,208 | |
| 2026-07-03 | 1,734 | 1,734 | |
| 2026-07-04 | 181 | 181 | |
| 2026-07-05 | 35 | 35 | |
| 2026-07-06 | 2,292 | 2,292 | |
| 2026-07-07 | 2,195 | 2,195 | |
| 2026-07-08 | 2,101 | 2,101 | |
| 2026-07-09 | 2,158 | 2,158 | |
| 2026-07-10 | 1,722 | 1,722 | |
| 2026-07-11 | 158 | 158 | |
| 2026-07-12 | 45 | 45 | |
| 2026-07-13 | 2,186 | 2,186 | |
| 2026-07-14 | 2,036 | 2,036 | |
| 2026-07-15 | 2,043 | 2,043 | |
| 2026-07-16 | 2,056 | 2,056 | |
| 2026-07-17 | 1,836 | 1,836 | |
| 2026-07-18 | 144 | 144 | |
| 2026-07-19 | 41 | 41 | |
| 2026-07-20 | 2,161 | 2,161 | |
| 2026-07-21 | 2,303 | 2,303 | |
| 2026-07-22 | 2,231 | 2,231 | |
| 2026-07-23 | 2,167 | 2,167 | |
| 2026-07-24 | 1,717 | 1,717 | |
| 2026-07-25 | 155 | 155 | |
| 2026-07-26 | 26 | 26 | |
| 2026-07-27 | 2,299 | 2,299 | |
| 2026-07-28 | 2,004 | 2,004 | |
| 2026-07-29 | 2,033 | 2,033 | |
| 2026-07-30 | 2,030 | 2,030 | |
| 2026-07-31 | 1,830 | 1,830 |
Synthetic data. Source: projects/article-examples/round-two/feed_anomalies.py.
Switch between the checks to see where each one fired. Zoom into a few weeks to see the Sunday false alerts of the ratio check.
The calendar matters more than the method
Take the calendar away and every daily check gets worse:
Data table
| Check | One-day incidents caught (of 7) | False alerts |
|---|---|---|
| Weekday ratio ±25% | 5 | 14 |
| Weekday robust z | 6 | 13 |
| STL robust z | 6 | 2 |
| 28-day year-on-year | 0 | 5 |
| Check | One-day incidents caught (of 7) | False alerts |
|---|---|---|
| Weekday ratio ±25% | 5 | 38 |
| Weekday robust z | 5 | 32 |
| STL robust z | 6 | 47 |
| 28-day year-on-year | 0 | 5 |
Synthetic data. Source: projects/article-examples/round-two/feed_anomalies.py.
Without the calendar, the three daily checks raised 38, 32 and 47 false alerts. Between 21 and 25 of each fell on bank holidays or in Christmas week, days that are low for reasons everyone already knows. STL, the best check with the calendar, was the worst without it: holidays inside its 84-day window bent the fitted pattern, and most of its other false alerts came in the first two weeks of January.
A bank holiday table is quick to build (gov.uk publishes the dates as JSON), and together with Christmas week it removed most of the noise. It’s the first thing I’d add to any volume check.
Slow drift: the daily checks don’t see it
From March 2026 a growing share of records went missing, reaching 12% by May. Each daily check compares today with the last few weeks, and the last few weeks were drifting too. Between them, the three daily checks flagged 9 of the 152 drift days, scattered from April to July. Nobody would read those as a trend.
Drift needs a baseline that isn’t drifting. I compared the median weekday count over the last 28 days with the same 28 days a year earlier (364 days back, so the weekdays line up). Before the drift the ratio sat at a median of 1.032, the planted 3% growth. With a ±8% band, the check fired on 7 May 2026, nine weeks after the drift began, when 11.5% of records were being lost. It also fired on five days in late January 2026, when both windows held only about three weeks of ordinary working days after Christmas, so the medians rested on fewer days.
| Band | First flag in the drift | Records lost that day | Flags before the drift |
|---|---|---|---|
| ±4% | 2026-04-30 | 10.3% | 71 |
| ±6% | 2026-05-05 | 11.1% | 8 |
| ±8% | 2026-05-07 | 11.5% | 5 |
| ±10% | 2026-05-11 | 12.0% | 0 |
Tightening the band barely helps: halving it buys a week and costs 71 false flags. A year-on-year comparison can only see a loss that stands out from a year’s worth of real change and noise.
The better answer is to test the cause. This drift came from a clinic code missing from a mapping table, and a test that every code in the extract maps to something fails on the first day that code appears. So would a reconciliation of source rows against loaded rows. Data tests that catch real problems covers both. Keep the year-on-year check as a backstop for causes you didn’t think to test.
Freshness and schema
Two of the planted problems leave the row counts untouched. A check at 07:00 each morning asks whether yesterday’s load has landed, and whether its columns match the agreed contract:
| Appointment date | Load finished | Fresh by 07:00 | Missing columns |
|---|---|---|---|
| 2025-02-11 | no load | no | none |
| 2025-09-22 | 2025-09-23 05:50 | yes | clinic_code |
| 2025-09-23 | 2025-09-24 05:26 | yes | clinic_code |
| 2025-12-02 | 2025-12-03 11:20 | no | none |
The failed load on 11 February is caught by both kinds of check, but freshness says why: no load ran, which points at the job rather than the data. The load for 2 December landed at 11:20. Its final row count was normal, so a volume check wouldn’t notice, but a dashboard refreshed at 07:00 went out without that day. On 22 and 23 September the source renamed clinic_code to clinic_cd. The loads ran on time with normal volumes, and only the schema check saw that clinic codes had stopped arriving.
Alert fatigue and thresholds
An alert that fires every few days trains people to ignore it. Before choosing a threshold, count what it will cost. For the two z-score checks, with the calendar:
| Check | Threshold | One-day caught | False alerts | False per month |
|---|---|---|---|---|
| Weekday robust z | 2.5 | 6 | 37 | 1.7 |
| Weekday robust z | 3.5 | 6 | 13 | 0.6 |
| Weekday robust z | 5.0 | 5 | 5 | 0.2 |
| STL robust z | 2.5 | 6 | 15 | 0.7 |
| STL robust z | 3.5 | 6 | 2 | 0.1 |
| STL robust z | 5.0 | 4 | 0 | 0.0 |
Most of the real breaks scored far beyond any of these thresholds, from −48 to +22, and the misses were too small for any sensible one. Dropping the threshold to 2.5 caught nothing new and multiplied the false alerts; raising it to 5.0 started losing real incidents. Big breaks are easy, and the small ones are usually better caught by a specific test than by a lower threshold. The 15% re-send is a duplicate-key problem, and a uniqueness test on appointment_id would have failed on the day.
Some habits that keep alerts useful:
- Track false alerts per month as a design metric. My rule of thumb is fewer than one a month per check, or people stop reading them.
- Alert on the start of a problem, not every day of it. The year-on-year check flagged 80 drift days; one message on 7 May was enough.
- Give each alert an owner and a severity. A missing load pages the platform team. A volume warning goes to whoever knows the source.
- Write down what “normal” is. A baseline, a calendar and a threshold are a definition, and they deserve the same review as a metric.
What I’d set up first
- A freshness check on every source, with a deadline before the first dashboard refresh.
- A schema check against the columns and types you expect.
- Uniqueness and mapping tests on the keys and codes that matter.
- A weekday robust z-score on daily volume, with a bank holiday calendar. Graduate to the STL version if the false alerts bother you.
- A monthly year-on-year comparison as a backstop for drift.
The first three are cheap and deterministic. The volume checks catch what you didn’t think to test for. If you’re building metric logic alongside these checks, metric definitions as code and the outpatient analytics pipeline show where they sit in a pipeline, and SPC charts for operational metrics covers the related job of telling signal from noise in the metrics themselves.
Reproduce
The feed, the load log, every check, both charts and the tables above come from one script. It takes about 20 seconds, most of it fitting STL once per day:
uv run python projects/article-examples/round-two/feed_anomalies.py
Tags
- data-quality
- anomaly-detection
- monitoring
- stl
- robust-statistics
- python