data-analyst
CommunityTurn CSV data into actionable insights.
Authorauldsyababua
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Automates end-to-end data analysis workflows for CSV datasets, including missing value assessment, intelligent imputation, and interactive dashboards to explore trends and patterns.
Core Features & Use Cases
- Missing Value Analysis: detect patterns and guide imputation strategies
- Intelligent Imputation: apply robust methods (mean/median/mode/knn/forward-fill)
- Interactive Dashboard Creation: Plotly Dash dashboards for exploration
- End-to-end Exploratory Data Analysis (EDA) workflow with recommended visualizations
Quick Start
Run the workflow on a CSV to generate a imputed dataset and an interactive dashboard.
Dependency Matrix
Required Modules
pandasnumpyscikit-learnplotlydash
Components
scriptsreferences
💻 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-analyst Download link: https://github.com/auldsyababua/instructor-workflow/archive/main.zip#data-analyst Please download this .zip file, extract it, and install it in the .claude/skills/ directory.