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python-analytics

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Python data analysis with pandas, numpy, and analytics libraries

2installs

Sourcepluginagentmarketplace/custom-plugin-data-analyst

Added on2026-03-09

NPX Install

npx skill4agent add pluginagentmarketplace/custom-plugin-data-analyst python-analytics

Tags

Translated version includes tags in frontmatter

python-data-analysis pandas numpy jupyter-notebooks data-manipulation

SKILL.md Content

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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 Type	Cause	Recovery
MemoryError	Dataset too large	Use chunking or dask
KeyError	Column not found	Verify column names
ValueError	Invalid operation	Check data types
SettingWithCopyWarning	Chained assignment	Use .loc accessor

Related Skills

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