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Most forecast "explanations" don't even add up to the forecast. This one does, exactly, because every number is a real model prediction, not an estimate. The fun bit is the live demo: pick a product, toggle the promotion off and watch the forecast recompute and the breakdown upda

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wavexplain — see what a sales forecast is made of wavexplain Don't just get a number. See what it's made of. Pick a product, then hide a driver to see what it was worth. A sales forecast estimates how much a product will sell next, so a store can order the right amount. This shows why the forecast is what it is. What if we hide a driver and forecast again? Include the promotion days Include the recent trend Unchecking replaces those days with the product's typical baseline and shows the model's real forecast without them. The drop is what that driver was worth. Run this on your own data Opens a Colab notebook. No install, no signup. Not technical? Let me run it on your data Email a short sample (daily sales for a product or two, and which days had a promotion) and I'll send back the explan

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