hackathon-eleven

The Endless Line

Group 5 - Auriane BONNOT, Allister KOHN, Flora MOCAER, Enzo PALOS, Emma SCHAPIRA, Olympe URRUTIA DUMAS

Project Structure

• final_data/: Folder containing the final data used for model training and evaluation.

• Cleaning&Preprocessings.ipynb: Notebook dedicated to data cleaning and preprocessing.

• model_macro.ipynb: Notebook containing a macroeconomic model based on Prophet.

• model_micro.ipynb: Notebook containing a microeconomic model based on XGBoost.

• dashboard.py: Python script for visualizing and analyzing results through a dashboard.

Installation and usage

1. Clone the repository:

   git clone https://github.com/allisterk2703/hackathon-eleven.git
   cd hackathon-eleven

2. Install dependencies:

   pip install -r requirements.txt

3. To run the dashboard, execute the following command:

   streamlit run dashboard.py