The deployed model can be accessed here. Please note that the application expects a CSV file as input.
The dataset used for this analysis can be found here. It provides valuable information for the US Census analysis.
To better understand the data fields and their descriptions, refer to the Data Dictionary.
If you would like to test the application with your own input files, you can find sample input files in the custom_input folder. Feel free to use these files as a reference or replace them with your own data.
The comprehensive analysis, including exploratory data analysis, feature engineering, and data modeling, is documented in the notebook. This notebook contains the complete code for the analysis and serves as a valuable resource for understanding the methodology.
To serve the model output based on the provided input file, a Flask app has been developed. You can find the source code for the app in the app.py file. This app enhances the accessibility and usability of the analysis results.