Resolved Issues and Enhanced Data Analysis Techniques

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Resolved Issues and Enhanced Data Analysis Techniques

  • Day: 2023-05-10
  • Time: 00:00 to 23:50
  • Project: Dev
  • Workspace: WP 2: Operational
  • Status: Completed
  • Priority: MEDIUM
  • Assignee: Matías Nehuen Iglesias
  • Tags: Python, Instapy, Pandas, Spacy, Networkx

Description

Session Goal

The session aimed to troubleshoot issues with the InstaPy package and enhance data analysis techniques using Python.

Key Activities

  • Resolved Missing Module Issue: Addressed the missing clarifai.rest module in the InstaPy package by providing installation and reinstallation instructions.
  • Selenium Troubleshooting: Worked on resolving Firefox browser driver issues with Selenium and InstaPy, including updating Firefox and installing geckodriver.
  • Data Analysis with Pandas: Developed Python code snippets for grouping, merging, and aggregating data using Pandas.
  • Text Analysis with spaCy: Implemented text processing techniques to filter out small words and connectors, and created dummy columns for frequent words in a DataFrame.
  • Graph Visualization: Used NetworkX and Matplotlib to visualize correlation structures and enhance graph clarity by adjusting edge thresholds.

Achievements

  • Successfully resolved the missing module issue in InstaPy.
  • Enhanced data analysis capabilities with advanced Pandas techniques.
  • Improved text analysis processes with spaCy, including the installation of the es_core_news_sm model.
  • Developed effective graph visualization techniques using NetworkX.

Pending Tasks

  • Further exploration of alternative browsers for Selenium sessions with InstaPy.
  • Optimization of graph visualization techniques for larger datasets.

Evidence

  • source_file=2023-05-10.sessions.jsonl, line_number=0, event_count=0, session_id=675e7ec8631a62da62ddba6066ab99508b535745c25b87c982e61499a52cdebb
  • event_ids: []

Graph View

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