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ExpReport() function

As explained in Statistics Slam Dunk

The ExpReport() function from SmartEDA generates a standalone HTML exploratory data analysis report from a dataset.

ExpReport() creates a standalone interactive HTML exploratory data analysis report from a dataset, bundling several SmartEDA summaries and visualizations into one file. section 17.4.3

For the NBA point-spread data, pass the dataset and output filename as mandatory arguments. The report aggregates data overview, numeric summaries, QQ plots, density plots, scatterplots, categorical tables, and bar charts. section 17.4.3

Create the report

ExpReport(oddsdf4, op_file = "oddsdf4.html") This command takes several seconds and writes the interactive report to oddsdf4.html. section 17.4.3

ExpReport(oddsdf4, op_file = "oddsdf4.html")

Use the complete listing to inspect the minimal ExpReport() call applied to the prepared oddsdf4 dataset. section 17.4.3

How Statistics Slam Dunk covers it

How deep it goes
Explains required arguments and bundled outputs, but defers detailed manual use of each underlying SmartEDA function.
Examples
Uses the prepared oddsdf4 NBA dataset and writes the report to oddsdf4.html.
What it assumes
Assumes a prepared dataset and an output filename, while demonstrating the report call directly.
What you can do after
Operate/configure it via SmartEDA to produce a standalone HTML EDA report from a prepared dataset.
How it connects
Connects exploratory data analysis with DataExplorer, ExpData, ExpNumStat, ExpOutQQ, ExpNumViz, ExpCTable, and ExpCatViz.

Related concepts

This explainer was generated by Manning's knowledge graph from the text of Statistics Slam Dunk. The section links point to the parts of the book it draws on.