Politweet

Our files

nn_matrix_factorization.py: Matrix factorization for topic extraction in the debate
ratings.py: Helpful utility for handling Amazon Mechanical Turks ratings
Politweet.py: Main utilities for extracting tweets and debates. Contains pre-processing part
sentiment.py: Sentiment classification with Rule-based system and ML techniques
candidates_class.py: Candidate classification with Rule-based system and ML techniques
topic_extraction.py: Word2Vec for topic extraction
transcript.py: Cleaning the debate transcript with spell check and heuristics
static/: Folder that contains our HTML visualization with AngularJS
SentiWordNet/: Folder using our SentiWordNet implementations

Name		Name	Last commit message	Last commit date
Latest commit History 137 Commits
SentiWordNet		SentiWordNet
datasets		datasets
output		output
static		static
transcriptoutput		transcriptoutput
.gitignore		.gitignore
Evaluating SentiWordNet.ipynb		Evaluating SentiWordNet.ipynb
Exploring Candidate classification.ipynb		Exploring Candidate classification.ipynb
Exploring Sentiment Analysis with ML.ipynb		Exploring Sentiment Analysis with ML.ipynb
Exploring Topic modeling.ipynb		Exploring Topic modeling.ipynb
Majorclust.ipynb		Majorclust.ipynb
Politweet.py		Politweet.py
Politweet_rewriting.ipynb		Politweet_rewriting.ipynb
README.md		README.md
Sentiment.ipynb		Sentiment.ipynb
Visualizing Sentiment and Candidates.ipynb		Visualizing Sentiment and Candidates.ipynb
candidates_class.py		candidates_class.py
convert_tsv_to_csv.py		convert_tsv_to_csv.py
gensim_topic_model.py		gensim_topic_model.py
match_tweet_to_topic.py		match_tweet_to_topic.py
matrix_factorization_topics.txt		matrix_factorization_topics.txt
nn_matrix_factorization.py		nn_matrix_factorization.py
plot_data.py		plot_data.py
ratings.py		ratings.py
relevantTopics.txt		relevantTopics.txt
sentiment.py		sentiment.py
topic_extraction.py		topic_extraction.py
topics_mapping.txt		topics_mapping.txt
transcript.py		transcript.py
transcript_extraction.py		transcript_extraction.py
transcript_modelling.py		transcript_modelling.py
tweet_topic_extr.py		tweet_topic_extr.py
tweets-slice-usage.csv		tweets-slice-usage.csv
tweets-topk.csv		tweets-topk.csv