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wrangling-skills

wrangling-skills

github.com/wentoraiData & databases307146 installsUpdated 19w ago
Repository

About wrangling-skills

A collection of ten data-wrangling skills for agents, covering CSV analysis, research data cleaning, survey processing, and text mining. Each skill is selected by need and read from its SKILL.md.

Key features

  1. 01CSV exploration and statistical analysis
  2. 02Research data cleaning workflows
  3. 03Missing-data diagnosis and imputation
  4. 04Pandas and Stata transformations
  5. 05Survey design and processing
  6. 06Text mining for research data

Use cases

  1. 01Explore and summarize CSV files
  2. 02Clean research datasets and handle missing values
  3. 03Prepare survey responses for analysis
  4. 04Mine research text with NLP

Install

Copy the command and run it in a terminal.

$npx skills add https://github.com/wentorai/research-plugins --skill wrangling-skills

After installing, type/wrangling-skillsin Claude Code to confirm it loaded.

Details

From the project README

Data Wrangling — 10 Skills

Select the skill matching the user's need, then read its SKILL.md.

SkillDescription
csv-data-analyzerLoad, explore, clean, and analyze CSV data with statistical summaries
data-cleaning-pipelineSystematic data cleaning workflows for research datasets
data-cog-guideUpload messy CSVs with minimal prompting for deep automated analysis
missing-data-handlingDiagnose missing data patterns and apply appropriate imputation strategies
pandas-data-wranglingData cleaning, transformation, and exploratory analysis with pandas
questionnaire-design-guideQuestionnaire and survey design with Likert scales and coding
stata-data-cleaningClean, transform, and validate messy research data using Stata
streamline-analyst-guideEnd-to-end data analysis AI agent with Streamlit UI
survey-data-processingClean, recode, and prepare survey response data for analysis
text-mining-guideApply NLP and text mining techniques to research text data

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