TrumpTwitterAnalysis

As an NLP practice, here machine learning (word2vec, LSI, LDA, NB, etc) technologies are employed to analyze Donald Trump's tweets. Program is based on Python.

Twitter forbids researchers to share the data (especially the tweet text) directly with others. Therefore, people with interest need to download again using getData.py. The credentials need to be replaced.

Python Package requirement: numpy, pandas, sklearn, genSim, NLTK, pyLDAvis, tweepy, etc.

Run getData.py to download tweet data (Need to replace the keys and tokens by your own).

Run analyze.py to get the analysis results.

Run analyze.ipynb on notebook to get some fast results.

Here is an introduction in Chinese: http://blog.csdn.net/Aaronji1222/article/details/78153269

Name		Name	Last commit message	Last commit date
Latest commit History 16 Commits
LSI_analyzer.py		LSI_analyzer.py
README.md		README.md
analyze.ipynb		analyze.ipynb
analyze.py		analyze.py
basic_analysis.py		basic_analysis.py
classifier_analysis.py		classifier_analysis.py
cluster_analysis.py		cluster_analysis.py
colors.py		colors.py
decomposition_analysis.py		decomposition_analysis.py
feature_extraction.py		feature_extraction.py
getData.py		getData.py
lp_optimizer.py		lp_optimizer.py
regression_analysis.py		regression_analysis.py
token_obj.py		token_obj.py
topics_date.png		topics_date.png
topics_hist.png		topics_hist.png
topics_time.png		topics_time.png
transformers.py		transformers.py
trump3.jpg		trump3.jpg
tweet_dumper.py		tweet_dumper.py
tweet_obj.py		tweet_obj.py
tweets_time.png		tweets_time.png
vendor.yml		vendor.yml
w2v_analyzer.py		w2v_analyzer.py

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TrumpTwitterAnalysis

Python Package requirement: numpy, pandas, sklearn, genSim, NLTK, pyLDAvis, tweepy, etc.

Run getData.py to download tweet data (Need to replace the keys and tokens by your own).

Run analyze.py to get the analysis results.

Run analyze.ipynb on notebook to get some fast results.

Here is an introduction in Chinese: http://blog.csdn.net/Aaronji1222/article/details/78153269

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