{"skill":{"slug":"ub2-csv-data-analyzer","displayName":"CSV Data Analyzer","summary":"Load, explore, clean, analyze, and visualize CSV data to provide statistical summaries, correlations, filtered views, and charts for insights.","tags":{"analysis":"1.0.0","csv":"1.0.0","data":"1.0.0","latest":"1.0.0","statistics":"1.0.0","visualization":"1.0.0"},"stats":{"comments":0,"downloads":907,"installsAllTime":5,"installsCurrent":3,"stars":0,"versions":1},"createdAt":1771092543013,"updatedAt":1777525152154},"latestVersion":{"version":"1.0.0","createdAt":1771092543013,"changelog":"Initial release of the CSV Data Analyzer skill:\n\n- Load and inspect CSV files, detecting column types and displaying structure.\n- Clean data by handling missing values, duplicates, and type inconsistencies.\n- Generate descriptive statistics (mean, median, mode, etc.) for numeric columns.\n- Filter and group data, including aggregation by categories.\n- Perform correlation analysis between numeric variables.\n- Create visualizations (bar, line, scatter, histogram) and save charts as PNG files.\n- Export cleaned datasets as new CSV files and provide key insights in plain language.","license":null},"metadata":null,"owner":{"handle":"underbench2-gif","userId":"publishers:underbench2-gif","displayName":"underbench2-gif","image":"https://avatars.githubusercontent.com/u/224172328?v=4"},"moderation":null}