Skip to content

This is a repository of materials associated with the SIOP 2019 Master Tutorial Leveraging Data Science to Facilitate Insightful, Reproducible, and Trustworthy I-O.

Notifications You must be signed in to change notification settings

TNT-Lab/SIOP-2019-IO-Data-Science-Master-Tutorial

Repository files navigation

SIOP-2019-Leveraging-Data-Science-Master-Tutorial

To view and interact with the demo Jupyter Notebook, click on this binder button:

Binder

This is a repository of materials associated with the SIOP 2019 Master Tutorial Leveraging Data Science to Facilitate Insightful, Reproducible, and Trustworthy I-O.

Presentation Slides

File: Leveraging Data Science to Facilitate Insightful, Reproducible.pdf

Description: A powerpoint slide deck describing a variety of data science techniques and how these techniques can be used in IO

Demo Jupyter Notebook

File: demo_notebook.ipynb

Description: A notebook detailing a full workflow of collecting, processing, and analyzing tweets related to SIOP. This demo describes and executes code related to APIs, Natural Language Processing, and Machine Learning.

Twitter Data

File: tweets.csv

Description: A file of over 4000 tweets related to SIOP and IOPsych. These tweets were collected during March of 2019 using the rtweets library and Twitter API.

Additional Resources

File: Additional_Resources.mkd

Description: A list of additional resources, including online tutorials, papers, and book chapters.

Binder Materials

Files: install.R and runtime.txt

Description: Files needed to build a binder (binder button is at the top of this page)

Contact Information

If you have questions about the materials in this repository or permissions to use materials please contact Elena Auer ([email protected]).

Tutorial Citation:

Auer, E. M., Collmus, A. B., Marin, S., Callan, R. C., & Landers, R. N. (2019, April). Leveraging data science to facilitate insightful, reproducible, and trustworthy I-O. Master tutorial presented at the 34th Annual Conference of the Society for Industrial and Organizational Psychology, National Harbor, MD.

About

This is a repository of materials associated with the SIOP 2019 Master Tutorial Leveraging Data Science to Facilitate Insightful, Reproducible, and Trustworthy I-O.

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published