'Royal College of Obstetricians & Gynaecologists (RCOG)'
Abstract
1. The open-source programming language ‘R' has become a standard tool in the
palaeobiologist's toolkit. Its popularity within the palaeobiological community
continues to grow, with published articles increasingly citing the usage of R and R
packages. However, there are currently a lack of agreed standards for data preparation and available frameworks to support the implementation of such standards.
Consequently, data preparation workflows are often unclear and not reproducible, even when code is provided. Moreover, due to a lack of code accessibility and
documentation, palaeobiologists are often forced to ‘reinvent the wheel’ to find
solutions to issues already solved by other members of the community.
2. Here, we introduce palaeoverse, a community-driven R package to aid data preparation and exploration for quantitative palaeobiological research. The package is
freely available and has three core principles: (1) streamline data preparation and
analyses; (2) enhance code readability; and (3) improve reproducibility of results.
To develop these aims, we assessed the analytical needs of the broader palaeobiological community using an online survey, in addition to incorporating our own
experiences.
3. In this work, we first report the findings of the survey, which shaped the development of the package. Subsequently, we describe and demonstrate the functionality available in palaeoverse and provide usage examples. Finally, we discuss the resources we have made available for the community and our future plans for the
broader Palaeoverse project.
4. palaeoverse is a community-driven R package for palaeobiology, developed with
the intention of bringing palaeobiologists together to establish agreed standards
for high-quality quantitative research. The package provides a user-friendly platform for preparing data for analysis with well-documented open-source code to
enhance transparency. The functionality available in palaeoverse improves code
reproducibility and accessibility, which is beneficial for both the review process
and future research