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Forecasts, anomalies, and ward summaries
Download buttons use the governed reports API and preserve record specifications below.
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Anomaly Export
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Future: critical wards, open decisions, resolved outcomes, and trust cues.
Record Specificationoutput.forecast
Columns (8)
Source:output.forecast| Column | Type | Description |
|---|---|---|
ward_id | text | ward id column from output.forecast. |
forecast_date | date | forecast date column from output.forecast. |
predicted_occupancy | numeric | predicted occupancy column from output.forecast. |
lower_ci_95 | numeric | lower ci 95 column from output.forecast. |
upper_ci_95 | numeric | upper ci 95 column from output.forecast. |
capacity_beds | integer | capacity beds column from output.forecast. |
model_used | text | model used column from output.forecast. |
run_timestamp | timestamp without time zone | run timestamp column from output.forecast. |
Sample Data (3 rows)
Preview Row 1
- ward_id
- WARD-01
- forecast_date
- 2026-04-02
- predicted_occupancy
- 20.00
- lower_ci_95
- 18.04
- upper_ci_95
- 21.96
- capacity_beds
- 28
- model_used
- auto.arima
- run_timestamp
- 2026-09-18T16:20:03
Preview Row 2
- ward_id
- WARD-01
- forecast_date
- 2026-04-03
- predicted_occupancy
- 21.00
- lower_ci_95
- 19.04
- upper_ci_95
- 22.96
- capacity_beds
- 28
- model_used
- auto.arima
- run_timestamp
- 2026-09-18T16:20:03
Preview Row 3
- ward_id
- WARD-01
- forecast_date
- 2026-04-01
- predicted_occupancy
- 22.00
- lower_ci_95
- 20.04
- upper_ci_95
- 23.96
- capacity_beds
- 28
- model_used
- auto.arima
- run_timestamp
- 2026-09-18T16:20:03
Tests (0 passing)
Record Specificationoutput.anomaly
Columns (8)
Source:output.anomaly| Column | Type | Description |
|---|---|---|
ward_id | text | ward id column from output.anomaly. |
anomaly_date | date | anomaly date column from output.anomaly. |
occupancy_rate | numeric | occupancy rate column from output.anomaly. |
anomaly_type | text | anomaly type column from output.anomaly. |
severity | text | severity column from output.anomaly. |
z_score | numeric | z score column from output.anomaly. |
threshold_breached | text | threshold breached column from output.anomaly. |
run_timestamp | timestamp without time zone | run timestamp column from output.anomaly. |
Sample Data (3 rows)
Preview Row 1
- ward_id
- WARD-08
- anomaly_date
- 2026-03-31
- occupancy_rate
- 100.00
- anomaly_type
- high_occupancy
- severity
- critical
- z_score
- 2.208
- threshold_breached
- occupancy_rate>=95
- run_timestamp
- 2026-09-18T16:25:03
Preview Row 2
- ward_id
- WARD-08
- anomaly_date
- 2026-03-30
- occupancy_rate
- 100.00
- anomaly_type
- high_occupancy
- severity
- critical
- z_score
- 2.208
- threshold_breached
- occupancy_rate>=95
- run_timestamp
- 2026-09-18T16:25:03
Preview Row 3
- ward_id
- WARD-07
- anomaly_date
- 2026-03-29
- occupancy_rate
- 100.00
- anomaly_type
- high_occupancy
- severity
- critical
- z_score
- 1.873
- threshold_breached
- occupancy_rate>=95
- run_timestamp
- 2026-09-18T16:25:03