CSV Data Analyzer
by @underbench2-gif
Load, explore, clean, analyze, and visualize CSV data to provide statistical summaries, correlations, filtered views, and charts for insights.
clawhub install ub2-csv-data-analyzerπ About This Skill
CSV Data Analyzer
A skill that enables Claw to load, explore, analyze, and visualize CSV datasets, providing statistical insights and answering questions about the data.
What This Skill Does
This skill equips Claw with a structured approach to CSV data analysis:
1. Data Loading & Inspection β Read CSV files, detect column types, and display basic structure (shape, columns, sample rows) 2. Data Cleaning β Identify and handle missing values, duplicates, and type inconsistencies 3. Statistical Summary β Compute descriptive statistics (mean, median, mode, standard deviation, percentiles) for numeric columns 4. Filtering & Grouping β Slice data by conditions and aggregate by categories 5. Correlation Analysis β Find relationships between numeric variables 6. Visualization β Generate charts (bar, line, scatter, histogram) to illustrate patterns
How to Use
Provide a CSV file and ask Claw to analyze it: