data-cog
OfficialTurn messy data into actionable insights.
Data & Analytics#dashboard#visualization#analyze#data-cleaning#machine-learning#exploratory-data-analysis
AuthorCellCog
Version1.0.0
Installs0
System Documentation
What problem does it solve?
CellCog's Data Cog helps you transform messy or under-specified datasets into actionable insights by automating data cleaning, exploration, and reporting, so you can derive meaningful conclusions faster.
Core Features & Use Cases
- Data Cleaning & Transformation: Clean messy CSV/Excel/JSON data, handle missing values, fix formats, and create normalized columns for analysis.
- Exploratory Data Analysis & Visualization: Generate stats, distributions, correlations, and charts, plus interactive dashboards for stakeholder review.
- Model Evaluation & Profiling: Run simple ML evaluations and dataset profiling to assess quality and readiness for modeling.
Quick Start
Analyze a provided dataset to generate an interactive dashboard and a concise summary report.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 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: data-cog Download link: https://github.com/CellCog/cellcog_python/archive/main.zip#data-cog Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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