Resolved Python module and data processing issues

2 min read

📅 2023-05-10 — Session: Resolved Python module and data processing issues

🕒 00:00–23:50
🏷️ Labels: Python, Pandas, Spacy, Networkx, Data Processing
📂 Project: Dev
⭐ Priority: MEDIUM

Session Goal

The session aimed to resolve issues with Python modules and enhance data processing techniques using Pandas and SpaCy libraries.

Key Activities

  • Module Troubleshooting: Addressed a missing module issue in the instapy package related to clarifai.rest by providing installation instructions.
  • Selenium Session Debugging: Resolved issues with Firefox browser driver for Selenium sessions with InstaPy, including updates and alternative browser options.
  • Data Processing with Pandas: Developed Python code snippets for data grouping, merging, and aggregation using Pandas, focusing on election data.
  • Text Analysis with SpaCy: Implemented text processing techniques to filter out small words and connectors, and created dummy columns for frequent words in datasets.
  • Graph Visualization with NetworkX: Created and optimized NetworkX graphs from correlation matrices, focusing on strong edges and visualization clarity.

Achievements

  • Successfully resolved module and browser driver issues, enabling smoother execution of InstaPy scripts.
  • Enhanced data processing capabilities with efficient Pandas operations and SpaCy for text analysis.
  • Improved graph visualization techniques for better interpretation of data correlations.

Pending Tasks

  • Further optimization of data processing scripts for larger datasets.
  • Exploration of additional visualization techniques for complex data structures.

Graph View

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