python-analytics

Python data analysis with pandas, numpy, and analytics libraries

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Install skill "python-analytics" with this command: npx skills add pluginagentmarketplace/custom-plugin-data-analyst/pluginagentmarketplace-custom-plugin-data-analyst-python-analytics

Python Analytics Skill

Overview

Master Python for data analysis using industry-standard libraries.

Topics Covered

  • Pandas DataFrames and Series operations
  • NumPy array manipulation
  • Data aggregation and groupby
  • Time series analysis
  • Jupyter notebook workflows

Learning Outcomes

  • Analyze data with pandas
  • Perform numerical computations
  • Build reproducible analysis notebooks
  • Process large datasets efficiently

Error Handling

Error TypeCauseRecovery
MemoryErrorDataset too largeUse chunking or dask
KeyErrorColumn not foundVerify column names
ValueErrorInvalid operationCheck data types
SettingWithCopyWarningChained assignmentUse .loc accessor

Related Skills

  • programming (for Python fundamentals)
  • statistics (for statistical analysis)
  • advanced (for machine learning)

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