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About exploratory-data-analysis

E

exploratory-data-analysis

Perform comprehensive exploratory data analysis on scientific data files across

exploratory-data-analysis is an agent skill from the davila7 claude-code-templates collection, listed on skills.sh. It performs an exploratory data analysis of scientific data files across more than 200 file formats, in several domains. The skill detects the type of each file automatically, then runs analysis specific to that format, extracting metadata and assessing data quality and integrity. It reports statistical summaries and distributions, suggests visualisations and points to downstream analyses that the data could support. The results are written as a markdown report, which is suitable for documentation and for planning the next analysis. The skill's own text says when to use it, so the agent loads it for work on scientific data files rather than for general coding. It suits researchers and data scientists who receive an unfamiliar scientific data file and need a first report on what is in it before they start modelling.

View exploratory-data-analysisAll AI Skills apps
Price
Free
Made by
davila7
Category
AI Skills
Website
github.com/davila7/claude-code-templates/exploratory-data-analysis