Clean up missing CSV data and explore its trends.
Analyzes CSV data, fills missing values, and produces interactive dashboards for exploring trends.
When to use it
Use for CSV data quality assessment, missing-value imputation, statistical analysis, or exploratory dashboards.
Give it a CSV dataset; it produces missing-value analysis, cleaned data, or an interactive dashboard according to the request.
What you provide
Requires Python 3 to run the analysis, imputation, and dashboard scripts; no minimum minor version is stated.
Requires pandas 2.0.0 or later for data manipulation and analysis.
This skill
pip
Installs Python analysis dependencies
Dash
Starts a local dashboard server