categorical-comparison-analysis
OfficialQuickly compare categories in Excel with clear visual insights.
AuthorOpenSenseNova
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill simplifies the process of analyzing and visualizing differences between two categories within Excel data, helping users identify disparities efficiently.
Core Features & Use Cases
- Data Cleaning and Preparation: Reads Excel sheets, handles merged cells, and filters relevant data for accurate analysis.
- Statistical Comparison: Calculates and summarizes category counts, differences, and proportions.
- Visual Representation: Generates bar charts and pie charts for intuitive comparison and distribution insights.
- Use Case: Analyzing survey responses for two demographic groups to visualize participation and proportion differences.
Quick Start
Use the comparison analysis skill to process your Excel file "data.xlsx" and generate visualized report for categories "Category1" and "Category2".
Dependency Matrix
Required Modules
pandasmatplotlib
Components
scripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: categorical-comparison-analysis Download link: https://github.com/OpenSenseNova/SenseNova-Skills/archive/main.zip#categorical-comparison-analysis Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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