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Inventories 2D data table in either .csv or .xlsx format (hardwired switch)
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CLI or hardwired input filenames
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Outputs to responsive html file in "/Reports" and writes png plot files to a subfolder
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Outputs to jinja2 html template with sections conditioned on data type presence
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Table dimensions (Worksheet shape and name)
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Hyperlinked Table of Contents
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Tables:
- Table of All Column Names with data types
- Table of Numeric columns with summary stat's
- Table of (Python) Object Variables with PanDAS string stat's
- Lists any empty column names and drops them from further processing
- Tests for missing values and if they exist, produces tabular and graphical analyses ( using ResidentMario's missingno). Custom grouped bar plots of non-zero, zero, an nan numbers. Multiple plots of maxbars each (hardwired for now).
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Graphics:
- Time Series plots for time columns (soon to come)
- Histograms for numeric variables
- Horizontal Descending bar charts with all catogories if < 10,000 categories
- Vertical descending bar charts of top (maxbars) categories of all categorical variables
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