Developed scripts for data processing and file management

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📅 2023-01-05 — Session: Developed scripts for data processing and file management

🕒 22:30–23:15
🏷️ Labels: Python, Data Processing, File Management, Automation, Geojson, CSV
📂 Project: Dev
⭐ Priority: MEDIUM

Session Goal

The session aimed to enhance data processing capabilities by developing scripts for file management and data conversion tasks using Python.

Key Activities

  • Implemented a Python script to create directories and save DataFrames as CSV files using the os module.
  • Processed GeoJSON files to extract and merge household data, outputting consolidated data into new CSV files.
  • Provided suggestions for improving code efficiency in data manipulation using pandas.
  • Developed a script to convert DAT files to CSV format, utilizing DCT files for parsing.
  • Created a script to process HR data files, validating geographic codes and saving cleaned data as CSV files.
  • Processed GeoJSON files for cluster data, merging relevant information from CSV files based on geographic identifiers.
  • Listed Jupyter Notebook files in the current directory using the glob module.

Achievements

  • Successfully developed multiple scripts for data processing and file management tasks.
  • Enhanced understanding of file handling and data conversion techniques in Python.

Pending Tasks

  • Review and implement code efficiency suggestions for further optimization.
  • Conduct testing and validation of scripts in a production environment.

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