⚠️Install with caution. This skill has very few installs. Always review the source and verify it on clawhub.ai before installing. Community-built skills run with agent permissions — only install ones you trust.

📁 File & System Utils

Upset Plot Converterv1.0.0

Name: Upset Plot Converter
Author: aipoch-ai

upset-plot-converter

aipoch-ai

Convert complex Venn diagrams with more than 4 sets to clearer Upset.

latest

Download Package View on ClawHub

Installs (all time)

Installs (current)

Downloads

472

Stars

CreatedApr 1, 2026

UpdatedMay 11, 2026

Install & Quick Start

Install via ClawdBot CLI:

clawdbot install aipoch-ai/upset-plot-converter

Skill Package3 files

📋SKILL.mdmarkdown

Failed to load file.

Quality Score

B56/100

Grade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.

Market Validation4/35

· 119 downloads (low demand)
· No tracked installs (may still have real users via manual install)

Documentation19/25

· SKILL.md present
· Detailed documentation (≥3000 chars)
· Contains usage examples or trigger description

Package Completeness8/15

· skillAssets present (2 files)

💡

Usage Guide

Generated May 7, 2026

Data ScientistsBioinformaticiansMarket ResearchersBusiness Analystsintermediate

💡 Application Scenarios

Genomic Intersection AnalysisBiotechnology / Healthcare

A bioinformatics researcher needs to compare gene lists from multiple experiments (e.g., differential expression from RNA-seq across 5 conditions). Upset plots clearly show intersections and unique genes, replacing unreadable 5-set Venn diagrams.

Marketing Audience OverlapMarketing / Advertising

A marketing analyst wants to visualize overlapping customer segments from 6 different campaign response lists. Upset plots reveal how many customers responded to multiple campaigns and which combinations are most common.

Survey Response CategorizationMarket Research / Social Science

A social scientist analyzes survey data where respondents can select multiple categories (e.g., hobbies, issues). With 7 categories, an upset plot shows the most frequent combinations and unique responses clearly.

Feature Flag Usage AnalyticsTechnology / SaaS

A product team tracks which features are enabled by each user across 5 feature flags. Upset plots help identify common feature combinations and adoption patterns, replacing complex 5-set Venn diagrams.

💼 Business Models

Freemium Data Visualization LibraryMonthly subscriptions (e.g., $10-50/mo) based on usage tiers.

Offer a basic upset plot conversion as a free widget, with premium features like interactive plots, export to PDF, and batch processing for a subscription fee.

Consulting Service for Data ScientistsProject-based fees ($500-$5000 per engagement) or hourly billing ($100-200/hr).

Provide customized upsert plot generation as part of a broader data analysis consulting package, charging per project or hourly for tailored visualizations.

Embedded Analytics Add-OnAnnual licensing fees (e.g., $5,000-$20,000 per company) or per-user monthly subscriptions.

License the upset plot converter as a plugin for existing BI platforms (Tableau, Power BI) or data science notebooks, charging per-seat or per-instance.

💬 Integration Tip

Wrap the Python function as a REST API endpoint using Flask or FastAPI to integrate with web dashboards and BI tools, or provide a Docker image for easy deployment in Jupyter environments.