QSR Sales Forecasting - Taipy Application Demo
Discover our demo of a QSR Sales Forecasting application using Taipy, designed for a renowned quick-service restaurant franchise. This scaled-down version of a real application performs time series forecasting for various drivers (items sold, revenue, transactions) across different store sections (drive-thru, counter, café corner). High-quality sales forecasts are generated using powerful AI models and diverse data sources, with easy customization to meet specific store needs.
Key Features:
➡️ Scenario Management: Handle forecasting processes, encapsulating each execution as a Scenario for future reference and evaluation.
➡️ User-Friendly GUI: Create a multi-page application with a navigation sidebar and top panel for selecting and viewing scenarios.
➡️ Real-World Application: Demonstrates a mini version of a system that uses Taipy for sales forecasting.
Pages Overview:
✅ Home Page: Displays a table of generated scenarios and a dropdown to select scenarios.
✅ Create Page: Allows users to create new scenarios by selecting parameters and submitting them for execution.
✅ Data and Forecast Page: View forecasts with a line chart and residuals histogram, with options to select different sections and indicators.
✅ Compare Page: Compare the selected scenario against another, viewing actual and forecast sales on the same chart.
Try it live and contact us for more details! https://docs.taipy.io/en/latest/galle...
𝗖𝗼𝗻𝗻𝗲𝗰𝘁 𝘄𝗶𝘁𝗵 𝗨𝘀:
Website: https://taipy.io
GitHub: https://github.com/Avaiga/taipy
Twitter: https://x.com/Taipy_io
LinkedIn: / taipy-io
Discord: / discord
Don't forget to like, subscribe, and hit the bell icon for more updates and tutorials on Taipy!