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| # DataExploration-AAPF | ||
| Exploratory data analysis for AAPF dataset (RGB, HSI, XRAY) | ||
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| 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. | ||
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| ## Data Guide | ||
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| * [RGB](DataGuide_AAPF_RGB.md) | ||
| * [HSI](DataGuide_AAPF_HSI.md) | ||
| * XRAY (under construction 🚧) | ||
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| ## Available Tools | ||
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| * 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 |