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Root number
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484607 |
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Semester
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HS2025 |
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Type of course
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Seminar |
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Allocation to subject
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Psychology |
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Type of exam
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Seminar paper |
| Title |
Methods seminar: Reproducible data processing and visualisation in R [Intermediate] |
| Description |
This course teaches reproducible data processing and visualisation in R/tidyverse at an intermediate level.
This seminar covers:
- Data processing and cleaning (aka ‘wrangling’): Using tidyverse R packages such as {dplyr}, {tidyr} and {forcats} to convert messy raw data into analysable datasets in a reproducible way
- Visualisation: Using {ggplot2} to create high quality visualisations of results.
- Literate programming: Using RMarkdown and Quarto to create files that mix text, code, and output such as tables and plots.
- Data and code management: how to structure data and code following principles such as Tidy Data and standards such Psych-DS.
- Version control: using GitHub to track manage code development.
- Results extraction and reporting: using easystats R packages such as {report} and {parameters} to extract, report and interpret the results of statistical analyses.
Please note that for beginner R skills you should instead take Dr. Sandra Grinschgl’s ‘R U Ready?” seminar. Please do not enrol in both seminars; students who do so will be asked to unenroll from one. If you are unsure which level you should take, please speak to either Dr. Hussey or Dr. Grinschgl.
Note: This class can be taken as a methods seminar or as a regular seminar for the master major/minor "Psychology of Digitalisation" |
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ILIAS-Link (Learning resource for course)
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Registrations are transmitted from CTS to ILIAS (no admission in ILIAS possible).
ILIAS
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Link to another web site
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| Lecturers |
Dr.
Ian Hussey, Institute of Psychology, Psychology of Digitalization ✉
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ECTS
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5 |
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Recognition as optional course possible
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No |
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Grading
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1 to 6 |
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| Dates |
Monday 16:15-18:00 Weekly
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| Rooms |
Seminarraum B 202, Institutsgebäude vonRoll
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| Students please consult the detailed view for complete information on dates, rooms and planned podcasts. |
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