* Real Project, hence sensitive data is removed
Power BI report: Advance R Visualization
Visuals shown above are customized Power BI R visuals.
All R scripts are running/computing on Power BI service (cloud).
Everything automated, no manual process to deliver the result
Time Series Forecasting
Run through 7 Time Series regression models: Naive, Simple Exponential Smoothing, Holt’s, Auto ARIMA, TBTS, Facebook Prophet, Neural Networks
Error comparing with all 7 models, select the lowest/best forecasting model
Auto select Weekly, Monthly, Quarterly time series sum of consumption data
90 days worth of data as testing set, rest of the data as training set, select the best forecasting model, then forecast next 90 days
R Script rundown
Another Report using this model
