🎯

programming

🎯Skill

from pluginagentmarketplace/custom-plugin-data-analyst

What it does

Enables data professionals to write, execute, and automate Python and R code for advanced analytics, data manipulation, and reproducible research workflows.

📦

Part of

pluginagentmarketplace/custom-plugin-data-analyst(7 items)

programming

Installation

Add MarketplaceAdd marketplace to Claude Code

/plugin marketplace add pluginagentmarketplace/custom-plugin-data-analyst

Install PluginInstall plugin from marketplace

/plugin install data-analyst-roadmap@pluginagentmarketplace-data-analyst

git cloneClone repository

git clone https://github.com/pluginagentmarketplace/custom-plugin-data-analyst.git

Claude CodeAdd plugin in Claude Code

/plugin load .

📖 Extracted from docs: pluginagentmarketplace/custom-plugin-data-analyst

Need more details? View full documentation on GitHub →

1Installs

AddedFeb 4, 2026

View on GitHub Back to Skills

Skill Details

SKILL.md

Python and R programming for data analysis, automation, and reproducible analytics

Overview

# Programming for Data Analytics Skill

Overview

Master Python and R programming for data analysis, from basic syntax to advanced data manipulation and automation.

Core Topics

Python for Data Analysis

Python fundamentals and syntax
Pandas for data manipulation
NumPy for numerical computing
Data cleaning and preprocessing

R for Statistics

R fundamentals and tidyverse
dplyr for data transformation
ggplot2 for visualization
Statistical modeling in R

Data Wrangling

Reading various file formats (CSV, JSON, Excel, Parquet)
Handling missing data
Data type conversions
Merging and reshaping datasets

Automation & Reproducibility

Jupyter notebooks and R Markdown
Script automation and scheduling
Version control with Git
Environment management (conda, venv)

Learning Objectives

Write efficient Python code for data analysis
Use R for statistical computing
Automate repetitive data tasks
Create reproducible analysis workflows

Error Handling

| Error Type | Cause | Recovery |

|------------|-------|----------|

| ImportError | Missing package | pip/conda install package |

| SyntaxError | Invalid code | Check syntax, use linter |

| MemoryError | Data too large | Use chunking or dask |

| TypeError | Wrong data type | Explicit type conversion |

| FileNotFoundError | Missing file | Verify path, check permissions |

Related Skills

databases-sql (for data extraction)
statistics (for statistical programming)
advanced (for machine learning implementation)

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