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Week 11
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event
ABCD: Visualizing ABCD Data
This lecture includes the basics of plotting data in Python, manipulating plots and figure objects, displaying statistical results in plots, data and dataframe manipulation, and plotting brain data in Python.
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event
ReproNim: ReproPub: The Re-Executable Publication
This lecture includes a description of the spectrum of reproducibility and definitions, re-executability as a key element of reproducibility, and provenance and core research objects (data, workflow, computational environment, results, and statistical assessments).
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Katie Bottenhorn (she/her)
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Julianna Bates (she/her)
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YouTube Lecture | Slides
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YouTube Lecture | Slides
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GitHub Repo with the Notebooks + Data From Lecture
Tal Yarkoni's Neurohackademy 2018 Data Visualization Tutorial
Fahad and Yahya: Big Data Visualization: Allotting by R and Python with GUI Tools
Towards Data Science: Introduction to Data Visualization in Python
Towards Data Science: Complete Guide to Data Visualization with Python
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A Very Simple, Re-Executable Neuroimaging Publication
Kennedy: 'The ReproPub: A hybrid research object for supporting publication-level re-execution and generalization of neuroimaging research findings'
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Week 11 Data Exercise
Week 11 Solutions