πŸ“… 2023-05-18 β€” Session: Resolved UnicodeEncodeError in Python Geopandas

πŸ•’ 16:30–18:20
🏷️ Labels: Python, Geopandas, Unicode, Error Handling, Data Processing
πŸ“‚ Project: Dev
⭐ Priority: MEDIUM

Session Goal

The session aimed to resolve the UnicodeEncodeError encountered in Python, specifically when using the GeoPandas library for geospatial data processing.

Key Activities

  • Resolved UnicodeEncodeError: Addressed the UnicodeEncodeError related to the character β€˜Γ³β€™ by using β€˜latin1’ encoding in the gpd.read_file() function.
  • Handled Encoding in Geopandas: Provided a solution for manually decoding response content from a URL using β€˜latin1’ encoding before reading it with gpd.read_file().
  • Troubleshot DriverError: Offered guidance on resolving the DriverError: PK... by verifying file paths, checking URL accessibility, and ensuring network stability.
  • ZIP File Handling: Implemented a Python code snippet for downloading a ZIP file, extracting a JSON file, and reading it using GeoPandas.

Achievements

  • Successfully resolved encoding issues in Python and GeoPandas, enabling smoother data processing workflows.
  • Improved the handling of ZIP files for JSON extraction, enhancing data accessibility.

Pending Tasks

  • Further testing of encoding solutions in different environments to ensure robustness.
  • Exploration of additional encoding methods for broader compatibility.