Forecast ready

730 rows · 2024-05-01 → 2026-04-30 · 365 days ahead

Stockouts imputed

20

20 zero-day · 0 partial

Baseline price used

$49.99

Inferred $49.99 from last 7 days

Modeled price range

$37.49–$49.99

Historical discounts & raises projected forward

Forecast plot for Premium Widget
Forecast details
Frequency
D (days)
Selected growth model
linear
Selected changepoint flexibility
0.05
Selected seasonality mode
additive
Validation RMSE (units)
23.4
Holiday calendar
U.S. federal holidays + retail events (Black Friday/Cyber Monday, pre-Christmas, Easter, Valentine's, Mother's/Father's Day, Halloween)
Price covariate
baseline $49.99; modeled future range $37.49–$49.99
Stockouts imputed
20 of 730 rows (20 zero-day, 0 partial)