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# DataExploration-AAPF
Exploratory data analysis for AAPF dataset (RGB, HSI, XRAY)


This GitHub repository offers a comprehensive guide to RGB and HSI data generated at the [Ag Alumni Seed Phenotyping Facility (AAPF)](https://ag.purdue.edu/aapf/). Additionally, it includes foundational R tools for transforming AAPF data products (RGB, hyperspectral, X-RAY) into an analysis-ready ([a table, long-format](http://www.cookbook-r.com/Manipulating_data/Converting_data_between_wide_and_long_format/)) dataset. These standardized datasets can be directly used in statistical modeling and visualization.


## Data Guide

* [RGB](DataGuide_AAPF_RGB.md)
* [HSI](DataGuide_AAPF_HSI.md)
* XRAY (under construction 🚧)


## Available Tools

* Reshape data product (masterfile, .xlsx) into [long table in R](http://www.cookbook-r.com/Manipulating_data/Converting_data_between_wide_and_long_format/))
* wef

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