https://github.com/zafarali/twitfem
Feminism Tweet Attitude Analysis - Big Data Week Hackathon Montreal 2015 Project
https://github.com/zafarali/twitfem
Last synced: about 1 year ago
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Feminism Tweet Attitude Analysis - Big Data Week Hackathon Montreal 2015 Project
- Host: GitHub
- URL: https://github.com/zafarali/twitfem
- Owner: zafarali
- Created: 2015-04-25T17:06:35.000Z (about 11 years ago)
- Default Branch: master
- Last Pushed: 2015-04-26T18:37:38.000Z (about 11 years ago)
- Last Synced: 2024-10-14T00:50:49.164Z (over 1 year ago)
- Language: Python
- Homepage:
- Size: 15.2 MB
- Stars: 4
- Watchers: 7
- Forks: 2
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
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README
# twitfem
Feminism Tweet Analysis - Big Data Week Hackathon Project
###Attitude analysis and corpus analytics of 1M tweets about feminism #
[Link to slides.com presentation](https://slides.com/prooffreader/deck-4/)
Using a corpus of 988,000 tweets retrieved from Twitter's Search API from January to April 2015 containing the words "feminism", "feminist" or "feminists", we trained a classifier to label them as pro-feminist, anti-feminist or neither (regardless of sentiment), and determined the most characteristic words used by each group with the log-likelihood keyness method.
### GRAPHS:
- [Most Characteristic Words in Pro and Anti Feminist Tweets](https://plot.ly/~iamzaf/436/most-characteristic-words-in-pro-and-anti-feminist-tweets/)
- [Low Activity Accounts vs All Accounts](https://plot.ly/~iamzaf/557/low-activity-accounts-vs-all-accounts/)
##HPC McGill
[Instructions](https://www.tinyurl.com/bdw-mcgillhpc)
####To move files back and forth
#####GET a file
```bash
scp -P 57328 class03@aw-4r12-n03.hpc.mcgill.ca:/home/class03/path_to_file /local_path_to_put_file
```
#####PUT a file
```bash
scp -P 57328 /local_path_to_put_file class03@aw-4r12-n03.hpc.mcgill.ca:/home/class03/path_to_file
```
Team User Name: class03
Assigned Node: aw-4r12-n03.hpc.mcgill.ca
(ssh requires port flag -p 57328)
password: ask Dave
[running notebook (requires password)](https://aw-4r12-n03.hpc.mcgill.ca:8088)
you need to accept the cerificate
##RadialPoint Repo
[on github](http://www.github.com/radialpoint/bigdata-week-sentiment)