pablodiegoo/survey-analytics
src/datapro/data/skills/survey-analytics/SKILL.md
Core statistical analysis and pipeline automation for survey datasets. Use for: (1) Running standard Crosstabs, NPS, Top-Box calculations, (2) Generating complete EDA or Analytics notebooks, (3) Quantitative and qualitative processing of questionnaire data.
$ install --global
skillsauthnpx skillsauth add pablodiegoo/data-pro-skill survey-analyticsInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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SKILL.md
- name:
- survey-analytics
- description:
- Core statistical analysis and pipeline automation for survey datasets. Use for: (1) Running standard Crosstabs, NPS, Top-Box calculations, (2) Generating complete EDA or Analytics notebooks, (3) Quantitative and qualitative processing of questionnaire data.
Survey Analytics
This skill provides fundamental data operations exclusively tailored for Survey and Quantitative research.
Core Capabilities
1. Survey Processing & Automation
quant_analyzer.py: Standard statistical aggregations.qual_analyzer.py: Basic qualitative text processing.eda_notebook_generator.py: Generates automated Exploratory Data Analysis notebooks.advanced_analytics_generator.py: Scaffolds advanced statistical notebooks.survey_report_generator.py: Generates initial EDA using 100% Native Markdown and Mermaid.js.final_report_generator.py: Generates a senior-level analytical report with automatic hypotheses testing.
2. Market Research Standards
crosstabs.py: Cross-tabulation matrices with significance testing.turf_analysis.py: Total Unduplicated Reach and Frequency analysis.survey_pca.py: Principal Component Analysis for dimension reduction in block questions.qualitative_categorizer.py: NLP/LLM-aided categorizer for open-ended survey text.
Governance & Rules
Refer to the references/ folder for specific guidelines on:
- Explicit Weight Handling (
explicit_weight_handling.md) - Survey Governance (
survey_governance.md) - Statistical Test Selector (
statistical_test_selector.md) — Decision tree for choosing the right test
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