Learn alongside me as I navigate the challenges of applying data science concepts to real-world data. This project highlights the importance of data preparation, modeling strategies, and the impact of data quality on analysis outcomes.
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Organized Project Structure and Prepared for Documentation/Reporting #8
Created new directories for better project organization:
00_Raw_Data for storing raw datasets.
01_Data_Cleaning for data cleaning scripts and outputs.
02_Data_Exploration for exploratory analysis notebooks and files.
03_Modeling for all modeling scripts and related outputs.
04_Results for storing final results and visualizations.
05_Analysis_Reporting as a central place for project documentation, reporting, and dashboard creation files.
Updated Python scripts to accommodate the new directory structure:
Modified file import and export paths in all Python scripts to align with the new folder organization.
Ensured relative paths are used for better portability and collaboration.
Prepared the groundwork for comprehensive project documentation and dashboard creation:
Set up the 05_Analysis_Reporting folder with subdirectories for different reporting components.
Created placeholder files for the report sections and dashboard components to structure future work.
[Note: These changes lay the foundation for a more organized and maintainable project structure, facilitating easier navigation and future development of the project documentation and dashboard.]
Created new directories for better project organization:
00_Raw_Datafor storing raw datasets.01_Data_Cleaningfor data cleaning scripts and outputs.02_Data_Explorationfor exploratory analysis notebooks and files.03_Modelingfor all modeling scripts and related outputs.04_Resultsfor storing final results and visualizations.05_Analysis_Reportingas a central place for project documentation, reporting, and dashboard creation files.Updated Python scripts to accommodate the new directory structure:
Prepared the groundwork for comprehensive project documentation and dashboard creation:
05_Analysis_Reportingfolder with subdirectories for different reporting components.[Note: These changes lay the foundation for a more organized and maintainable project structure, facilitating easier navigation and future development of the project documentation and dashboard.]