Forecasting · ML model v4.2
What's coming in the next 7 days
Forecast factors in weather (OpenWeather), holiday & weekend calendar, plus similar historical days from the last 18 months.
Confidence · 87%MAPE · 6.4%Sources · OpenWeather · UAE Calendar · Internal 18mo
Visitors forecast · 7d
27.4k
+12% vs last week
Revenue forecast
AED 2130k
+9% vs last week
Peak day
Sat · 104%
26 Apr · max capacity
Weather risk
Mon · rain
−58% visitors
7-day forecast · click a day for details
Weather → Calendar → Visitors
VisitorsHeat / sunWeekend / holiday
Weather · OpenWeather API
Friday
Temperature
34° / 26°
Precipitation
0 mm
Wind
8 km/h
UV index
10
Humidity
42%
Day type
Weekend
Impact on visitors
+23% vs avg friday
Baseline: 4,200 · Forecast: 5,180
What drives the forecast
Visitor drivers
- Weekend (Fri)+18%
- Heat +34°+12%
- Family bookings +28%+9%
Model factors in 14 inputs: weather, calendar, marketing, events, history.
History · similar days
Analog days
- 18 AprSimilarity 96%5.04kvisitors
- 11 AprSimilarity 93%5.32kvisitors
- 4 AprSimilarity 87%4.89kvisitors
Matched by: weather ±2°, day of week, season, events.
Calendar · UAE Public Calendar
Upcoming holidays & weekends
weekend
UAE Weekend (Fri)
25 Apr
+18% visitors
weekend
UAE Weekend (Sat)
26 Apr
+22% visitors
holiday
Labour Day
01 May
+45% visitors
religious
Eid al-Adha
16 Jun
+62% visitors
Scenarios · "What if?"
Tomorrow's plan
Tomorrow · staffing
Auto-roster
- Restaurants Row+45% lunch surge18→22+4
- Coffee ShopsFriday peak11→14+3
- Jaydana LoungesCapacity 99%6→8+2
- Entry Gate2× avg inflow3→5+2
- Retail ShopsBelow average5→4-1