Watch the Recording Links to resources shared during the presentations PTAGIS Tutorial Videos: https://www.ptagis.org/Resources/VideoLibrary?videoTutorials=Reporting%20Tutorial Data Overview section in PTAGIS Data Specification: https://www.ptagis.org/content/DataSpecification/topics/data-overview.htm Query section in PTAGIS Data Specification: https://www.ptagis.org/content/DataSpecification/topics/query.htm PTAGIS Frequently Asked Questions: https://www.ptagis.org/Faq Excel Handout: https://pnamp.org/wp-content/uploads/2025/04/FMWG_PIT_Workshop_Dobos_EXCEL_Handout_2025_04_24.docx Excel Exercise: https://pnamp.org/wp-content/uploads/2025/04/FMWG_PIT_Workshop_Dobos_EXCEL_Exercise_FINAL_2025_04_24.xlsx New to the PIT tag data and analysis world or maybe you need a refresher? The PNAMP Fish Monitoring Work Group […]

Watch the Recording Link to resources shared during the presentation: GitHub Crash Course Follow along as Dr. Ben Staton gives a live tutorial on GitHub. If you are new to GitHub, it is highly recommended that you watch Ben's GitHub introduction from the 2025 Emerging Technologies Information Sessions (ETIS) 2025 Webinar Series, link to the […]

Watch the Recording Links to resources shared during the presentations: PITcleanr PIThy PIThy 2023 Presentation PIThy GitHub Marika Dobos PIThy example Nicole Tancreto PIThy example BONAFF PIThy example An introduction to Git and how to use it with RStudio NMFS Openscapes Columbia Cold Water Refuge PIT-Tab Analysis (GitHub) Mapshaper (GitHub) You've got your data and […]

Watch the Recording Links to resources shared during the presentations Columbia Basin Research (CBR) Columbia River DART (Data Access in Real Time) Tools | Columbia Basin Research DART PIT Tag Life Stage Filter DART PIT Tag ESU (Evolutionarily Significant Unit) and DPS (Distinct Population Segment) Filter and Glossary DART PIT Tag Transportation Filter DART Metadata, […]

Watch the Recording Links to resources shared during the presentations tidyr cheatsheet: https://rstudio.github.io/cheatsheets/tidyr.pdf dplyr cheatsheet: https://nyu-cdsc.github.io/learningr/assets/data-transformation.pdf ggplot2 cheatsheet: https://github.com/rstudio/cheatsheets/blob/main/data-visualization.pdf R Graph Gallery: https://r-graph-gallery.com/ Accessible Color Palette Generator: https://venngage.com/tools/accessible-color-palette-generator google “hex colors” to find your own colors and make custom color palettes Mapping basics: SFS GIS R | Basic Mapping EPSG codes: Spatial Reference List -- […]