This Python script utilizes exponential regression to project future values based on historical data provided by the user. It offers a simple and intuitive interface for inputting quarterly or monthly data and generates projections for the upcoming periods.
- Input Data: The user is prompted to input either quarterly or monthly data along with the corresponding values.
- Projection Calculation: The script calculates future projections using exponential regression.
- Visualization: It visualizes both the actual data and the projected values using a bar chart.
- Display Projections: The script also displays the future projections for the next 4 quarters or months.
- Supports both quarterly and monthly data input.
- Calculates projections using exponential regression.
- Visualizes data and projections for easy interpretation.
- Provides a clear display of future projections.
- Python 3.x
- NumPy (
!pip install numpy) - Matplotlib (
!pip install matplotlib)
- Clone the repository:
git clone https://github.com/MobinMithun/ExponentialRegressionProjection.git - Navigate to the project directory:
cd ExponentialRegressionProjection - Install dependencies:
pip install -r requirements.txt - Run the script:
python ExponentialRegressionProjection.ipynb
Contributions are welcome! If you have any ideas for improvements or new features, feel free to submit a pull request.