utility
Regression
Free Trial
Utility Usage Forecasting
Predict your monthly electricity, water, or gas usage based on historical bills and household data. Fill in the form or upload past bills.
Upload your data to try it
Upload a small dataset (CSV or Excel) to see how this template works with your data. No account required.
Required Data
month (date)
usage_kwh (numeric)
amount (numeric)
household_size (numeric)
temperature_avg (numeric)
Processing your file...
Guest trial: max 1MB file, 500 rows, 3 trials per day. Sign up for unlimited access.
Confirm Column Mapping
We auto-matched your dataset columns to the template requirements. Adjust if needed.
month
Bill month
usage_kwh
Usage in kWh or units
amount
Bill amount
household_size
Number of people
temperature_avg
Average temperature (optional)
Running your analysis...
Our AI is building a prediction model from your data. This usually takes 30-60 seconds.
Results
Actual vs Predicted
Future Forecast
Feature Importance
Unlock the full power of Baseer
Sign up to save your analyses, get AI insights, export reports, and run unlimited predictions.
Get Started Free