Comments (7)
This seems like an interesting project. Is it possible for me to join in on this project?
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Some examples of what's possible are in my personal GitHub repo.
FWIW, this should be a beginner-friendly project, but also open to more advanced algorithmic analysis.
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I'm interested in learning R and think this is an interesting project.
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@justinstimatze Excellent! I was able to scrape all of the GOP speeches, press releases, and campaign statements from January 2015 on and assemble into a single CSV, if that helps you explore: https://github.com/kshaffer/presidencyproject/blob/master/data/gop_2016_candidate_docs.csv
And if you're using this project to learn R, I highly recommend Tidy Text Mining. It's a free ebook explaining tools that might be helpful for this analysis.
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Hi Kshaffer,
I would like to join this project. I will be working on Pyhton. Is it possible for me to join this project?
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@princeatul Thanks for your interest. All the things @kshaffer mentioned should be doable in python as well. If you're interested I would suggest grabbing the data linked above and try tackle one task from the list in the original post. Ex topic modeling
once you have a preliminary jupyter notebook open a PR to add it to the exploratory_notebooks section of this repo. I'm not an expert in this area but I do have this tutorial in my backlog that may help you get started.
If you need any help just visit us in #assemble channel on slack or post back here with any questions.
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I don't see it discussed above, so I'll mention that FiveThirtyEight had a very interesting article on using latent semantic analysis for topic modeling reddit groups. Certainly an interesting starting point for those interested in seeing what might be done here.
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Related Issues (13)
- Consolidate text data into a single data store. HOT 22
- Data guide: Discursive tweet archive
- Slack bot integration with assemble repo HOT 1
- Community detection using non-negative matrix factorization HOT 6
- Community detection using pre-implemented algorithms HOT 2
- Community detection using spectral matrix analysis and clustering HOT 9
- Tweet text data parsing/cleaning for nlp HOT 1
- Word2Vec models HOT 3
- Web scraping: Pull congressional record HOT 3
- 4chan link extraction & cleanup HOT 6
- Strip youtube ID from youtube links HOT 3
- URL domain extraction HOT 6
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