Feb 20, 21, 23, 24, 2023
9:00 am - 1:00 pm CEST
Instructors: Aleksandra Wilczynska, Ben Companjen, Bjørn Bartholdy, Eduard Klapwijk, Kristina Hettne
Helpers: Aleksandra Wilczynska, Anna Volkova, Ben Companjen, Bjørn Bartholdy, Claudiu Forgaci, Eduard Klapwijk, Esther Plomp, Femke Elsen, Joanna Mania, Koen Leuveld, Kristina Hettne, Meron Vermaas, Paula Martinez Lavanchy, Stephanie van de Sandt
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Data Carpentry develops and teaches workshops on the fundamental data skills needed to conduct research. Its target audience is researchers who have little to no prior computational experience, and its lessons are domain specific, building on learners' existing knowledge to enable them to quickly apply skills learned to their own research. Participants will be encouraged to help one another and to apply what they have learned to their own research problems.
For more information on what we teach and why, please see our paper "Good Enough Practices for Scientific Computing".
Who: The course is aimed at graduate students and other researchers. You don't need to have any previous knowledge of the tools that will be presented at the workshop.
When: Feb 20, 21, 23, 24, 2023. Add to your Google Calendar.
Requirements: Participants must bring a laptop with a Mac, Linux, or Windows operating system (not a tablet, Chromebook, etc.) that they have administrative privileges on. They should have a few specific software packages installed (listed below).
Accessibility: We are committed to making this workshop accessible to everybody. For workshops at a physical location, the workshop organizers have checked that:
Materials will be provided in advance of the workshop and large-print handouts are available if needed by notifying the organizers in advance. If we can help making learning easier for you (e.g. sign-language interpreters, lactation facilities) please get in touch (using contact details below) and we will attempt to provide them.
Contact: Please email m.vermaas@vu.nl or s.van.de.sandt@vu.nl for more information.
Roles: To learn more about the roles at the workshop (who will be doing what), refer to our Workshop FAQ.
Who can attend?: This workshop is open to affiliates to Leiden University, TU Delft, Erasmus University Rotterdam, and VU Amsterdam.
Everyone who participates in Carpentries activities is required to conform to the Code of Conduct. This document also outlines how to report an incident if needed.
We will use this collaborative document for chatting, taking notes, and sharing URLs and bits of code.
Please be sure to complete these surveys before and after the workshop.
| Before starting | Pre-workshop survey |
| 9:00 | Welcome and introduction |
| 9:15 | Data Organization in Spreadsheets |
| 10:30 | Break |
| 10:45 | OpenRefine for Data Cleaning |
| 11:45 | Break |
| 12:00 | OpenRefine (continued) or start with introduction to R |
| 13:00 | END |
| 9:00 | Welcome and introduction |
| 9:15 | Introduction to R |
| 10:30 | Break |
| 10:45 | Introduction to R (continued) |
| 11:45 | Break |
| 12:00 | Starting with Data in R |
| 13:00 | END |
| 9:00 | Welcome and introduction |
| 9:15 | Starting with Data (continued) |
| 10:30 | Break |
| 10:45 | Data Wrangling in R |
| 11:45 | Break |
| 12:00 | Data Wrangling in R (continued) |
| 13:00 | END |
| 9:00 | Welcome and introduction |
| 9:15 | Introduction to R Markdown |
| 10:30 | Break |
| 10:45 | Data Visualisation in R with ggplot |
| 11:45 | Break |
| 12:00 | Data Visualisation (continued) |
| 12:55 | Wrap-up |
| End | Post-workshop survey |
To participate in a Data Carpentry workshop, you will need access to software as described below. In addition, you will need an up-to-date web browser.
We maintain a list of common issues that occur during installation as a reference for instructors that may be useful on the Configuration Problems and Solutions wiki page.
The setup instructions for the Data Carpentry Social Sciences workshops (with R) can be found at the workshop overview site.