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. Author manuscript; available in PMC: 2021 Jul 26.
Published in final edited form as: Proc ACM Conf Health Inference Learn (2020). 2020 Apr 2;2020:99–109. doi: 10.1145/3368555.3384466

Figure 4:

Figure 4:

Pre-processing of microbiome data allows population characteristics to emerge, enabling downstream analyses. The top row shows raw-count taxonomic population data prior to pre-processing. The curves are skewed and compressed. The bottom row shows the same populations after pre-processing as described in the text. Following pre-processing, population distributions are normalized, less skewed, and demonstrate patterns that were obscured in the unprocessed raw data.