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RStudio tidyverse package
Tidyverse Package, supplied by RStudio, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/tidyverse/tidyverse+package/pm40658733-89-20-13
Average 90 stars, based on 1 article reviews
tidyverse package - by Bioz Stars, 2026-09
90/100 stars

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Article Title: Trace Element Deficiency in Axial Spondyloarthritis and Psoriatic Arthritis in Relation to Markers of Inflammation and Remission
Article Snippet: Statistical analyses were conducted using the R Studio Integrated Development Environment, version 4.1.1, implementing the packages “tidyverse”, “ggplot2”, and “gtsummary”.

Article Title: Using the pollution load index to evaluate rooftop harvested rainwater metal(loid) contamination in environmental justice communities.
Article Snippet: Water scarcity poses a significant public health crisis exacerbated by climate change-induced disruptions to freshwater sources.. Rainwater harvesting offers a sustainable solution by harnessing rooftop runoff for domestic use.. This study analyzed 577 rooftop-harvested rainwater (RHRW) samples from four Arizona, USA environmental justice communities and 162 control samples from five National Atmospheric Deposition Program wetonly deposition collection sites across Arizona.

Article Title: Constructed wetlands as nature-based barriers: Mitigating antimicrobial resistance and pathogen dispersal in riverine systems.
Article Snippet: ResMobLoad Reduction(%) = ( ResMob LoadRA(upstream) − ResMob LoadRA(downstream) ResMob LoadRA(upstream) ) x100 Statistical analyses and visualisation were performed in RStudio, utilising the tidyverse [67], cowplot [68], gridExtra [69], vegan [58], ggpubr [70], and tidyheatmaps [71] packages.

Article Title: Unraveling the Multi-Omic Landscape of Extracellular Vesicles in Human Seminal Plasma.
Article Snippet: All subsequent analyses were performed with DESeq2 (v1.38.3) [36] and tidyverse (v2.0.0) [37] packages of R (v4.2.2) statistical environment inside RStudio (v2022.7.2.576) IDE [38].

Article Title: Fecal microbiota transplantation from a healthy pouch donor for chronic pouchitis: a proof-of-concept study
Article Snippet: Microbiome data analysis was conducted in R and RStudio using the packages tidyverse, vegan, ggplot2, ggpubr, and ampvis2.

Article Title: Daily Sugar-Sweetened Beverage Intake and Its Association with Undiagnosed Non-Communicable Diseases Among Malaysian Adults: Findings from a Nationally Representative Cross-Sectional Study.
Article Snippet: The R packages “tidyverse”, “labelled”, “summarytools”, “tibble”, “survey”, “gtsummary”, and “flextable” were used in RStudio software [version 4.3.1] to carry out the descriptive statistics and multivariable logistic regression analyses for complex samples [14].

Generated:

Article Title: Mother-to-infant vertical transmission in early life: a systematic review and proportional meta-analysis of Bifidobacterium strain transmissibility
Article Snippet: .. To calculate the proportion of strains shared within shared Bifidobacterium species between mothers and their infants, we used the equation provided below: \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$${\rm{Strain\; Transmissibility}}=\frac{{Number\; of\; mother}-{infant\; pairs\; with\; shared\; strains}}{{Number\; of\; mother}-{infant\; pairs\; with\; shared\; species}}$$\end{document} Strain Transmissibility = Number of mother − infant pairs with shared strains Number of mother − infant pairs with shared species The meta-analytical technique and forest plots were generated using the tidyverse , metafor and the meta packages in R software with RStudio environment . ..

Software:

Article Title: Mother-to-infant vertical transmission in early life: a systematic review and proportional meta-analysis of Bifidobacterium strain transmissibility
Article Snippet: .. To calculate the proportion of strains shared within shared Bifidobacterium species between mothers and their infants, we used the equation provided below: \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$${\rm{Strain\; Transmissibility}}=\frac{{Number\; of\; mother}-{infant\; pairs\; with\; shared\; strains}}{{Number\; of\; mother}-{infant\; pairs\; with\; shared\; species}}$$\end{document} Strain Transmissibility = Number of mother − infant pairs with shared strains Number of mother − infant pairs with shared species The meta-analytical technique and forest plots were generated using the tidyverse , metafor and the meta packages in R software with RStudio environment . ..



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