: A file with the `.R` extension contains computer code in the R language for conducting statistical analyses. `.csv` files can be considered as machine-readable spreadsheets. : `.csv` stands for comma separated values, and is a plain text file commonly used to store two-dimensional data. This cycle would then repeat as many times as required, each time creating more files, making it more and more difficult for the authors to remember which data was paired with which analysis, and which analyses were reported in which version of the paper. If a collaborator then decided to use another statistical model, which requires the data in a different format, and then edited the manuscript, she would create three more files: `data_new.csv`, `analysis_new.R`, and `manuscript_new.docx`. This would create three files: `data.csv`, `analysis.R`, and `manuscript.docx`. In a typical workflow, one person might format the raw data in a specific way to fit a statistical model, and then write a draft of the manuscript. Learning how to use Git(Hub) will streamline workflows and help researchers stay better organized, and thereby facilitate reproducibility.Ĭonsider collaborating on a manuscript which reports results from a data set using some statistical model. We also show how to use Git with the online service GitHub for collaborative workflows. We show how to use Git with a Graphical User Interface (GUI) in the R Studio program, and include an online appendix for more advanced command line Git functions. In this tutorial article, we introduce a popular VCS called Git, and illustrate its use in the scientific workflow with a hypothetical example project. stimuli, data, and code used to support a research article's conclusions.įortunately for the empirical sciences, challenges related to curating materials across time, space, and collaborators have been solved to a high standard in software development with Version Control Systems (VCS). Studies suggest that one specific challenge to reproducibility is the ways in which researchers organize, curate, share, and collaborate on their research assets. Lack of reproducibility is increasingly recognized as a problem across scientific disciplines, and calls for changing the scientific workflow to enhance reproducibility have been published in a wide range of research areas, including biology, ecology, neuroscience and psychology. Keywords : "reproducibility version control git research methods open science " Git may also offer a suitable solution to transparent data and material sharing through popular online services, such as GitHub and Open Science Framework. Git presents an elegant solution to specific challenges to reproducibility, facilitates multi-site collaboration and productivity by allowing multiple collaborators to work on the same source files simultaneously, and can be implemented to common workflows with little extra effort. An online supplement provides information on advanced Git command line functions. This tutorial is written for researchers with no previous experience using version control systems, and covers single-user and collaborative workflows. We then present a tutorial on how to use Git with a graphical interface in the R Studio program. In this tutorial paper, we explain how version control systems, such as the popular Git program, address these challenges to reproducibility. Recent calls for improving reproducibility have increased attention to the ways in which researchers curate, share and collaborate on their research assets. ![]() Institution : "Department of Psychology, University of Texas at Austin, Texas, USA " Institution : "Department of Psychology, Columbia University, New York, USA " In Wi-Fi client mode, you'll need to check the IP address displayed on the screen (toggle the network information display by pressing the settings button or the mode button).Title : "Curating Research Assets: A Tutorial on the Git Version Control System "Īddress: 406 Schermerhorn Hall, 1190 Amsterdam Avenue MC 5501, New York, NY 10027 Simply choose "Open network stream" and type rtsp:// followed by the camera's IP address. On Android, you can use VLC Media Player, available in the Play Store. To view the stream, all you need is a video player capable of opening an RTSP stream. ![]() The camera serves up a video feed via RTSP whenever it is connected to WiFi (client mode or AP mode). So this Gist aims to be an unofficial manual for the Git2, and it may be applicable to other GitUp cameras. I had to read 3 forum posts to even figure out how to connect it to a wifi network. I love my Git2P camera, but I am very disappointed in the unprofessional forum-style support available for even basic functions on the cameras. ![]() Unofficial Manual for GitUp Git2/Git2P Action Cameras
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