{"type":"video","version":"1.0","html":"<iframe src=\"https://www.loom.com/embed/e86bfdc76e36449fb51497bc9d24c98c\" frameborder=\"0\" width=\"1920\" height=\"1440\" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>","height":1440,"width":1920,"provider_name":"Loom","provider_url":"https://www.loom.com","thumbnail_height":1440,"thumbnail_width":1920,"thumbnail_url":"https://cdn.loom.com/sessions/thumbnails/e86bfdc76e36449fb51497bc9d24c98c-ae64c70220b24491.gif","duration":200.182,"title":"Interactive Revenue Forecasting Dashboard for Scenarios 📈","description":"Hi, I am Tasmiya Pro, and I built a production-ready revenue forecasting dashboard in Python using Facebook Profit, Stimulate, and Plotly. It shows four live KPI cards including last 30 day revenue, month over month change, a 90 day forecast total, and how it compares to the most recent forecast. You can change the horizon from 90 to 180 days, switch scenarios like an optimistic 15 percent uplift only on future values, and see the confidence interval widen as uncertainty grows. It also breaks out weekly and annual seasonality and generates plain language insights about trend direction, revenue peaks, and planning ranges. No specific action is requested from you in the video."}