GitHub - ShaomiR/Bitcoin-Price-prediction-with-machine-learning: Bitcoin Price Prediction with 16 Machine Learning Algorithms. The datasets are given. To pull tweets use 'TweetsPull' class. In that case you have to authenticate with your twitter account. The workflow is 1.Pull tweets 2.calculate sentiment score 3.use machine learning algorithms to predict bitcoin price change according to sentiment. This project predicts weather the price of bitcoin is increasing or decreasing with respect to sentiment. This has been done for March 2018 and can be improved with more datasets.

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Bitcoin Price Prediction with 16 Machine Learning Algorithms. The datasets are given. To pull tweets use 'TweetsPull' class. In that case you have to authenticate with your twitter account. The workflow is 1.Pull tweets 2.calculate sentiment score 3.use machine learning algorithms to predict bitcoin price change according to sentiment. This proj…

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Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
DecisionTreeRegression.R		DecisionTreeRegression.R
SVR.R		SVR.R
TweetsPull.R		TweetsPull.R
_Rhistory		_Rhistory
_gitignore		_gitignore
_httr-oauth		_httr-oauth
binarylabel.csv		binarylabel.csv
cacert.pem		cacert.pem
polynomialRe.R		polynomialRe.R
randomForestRegression.R		randomForestRegression.R
rawtweetsmar01-02.csv		rawtweetsmar01-02.csv
rawtweetsmar02-03.csv		rawtweetsmar02-03.csv
rawtweetsmar03-04.csv		rawtweetsmar03-04.csv
rawtweetsmar04-05.csv		rawtweetsmar04-05.csv
rawtweetsmar05-06.csv		rawtweetsmar05-06.csv
rawtweetsmar06-07.csv		rawtweetsmar06-07.csv
rawtweetsmar07-08.csv		rawtweetsmar07-08.csv
rawtweetsmar08-09.csv		rawtweetsmar08-09.csv
rawtweetsmar09-10.csv		rawtweetsmar09-10.csv
rawtweetsmar10-11.csv		rawtweetsmar10-11.csv
rawtweetsmar11-12.csv		rawtweetsmar11-12.csv
rawtweetsmar12-13.csv		rawtweetsmar12-13.csv
rawtweetsmar13-14.csv		rawtweetsmar13-14.csv
rawtweetsmar14-15.csv		rawtweetsmar14-15.csv
rawtweetsmar15-16.csv		rawtweetsmar15-16.csv
rawtweetsmar16-17.csv		rawtweetsmar16-17.csv
rawtweetsmar17-18.csv		rawtweetsmar17-18.csv
sec.R		sec.R
senti1.csv		senti1.csv
senti10.csv		senti10.csv
senti2.csv		senti2.csv
senti3.csv		senti3.csv
senti4.csv		senti4.csv
senti5.csv		senti5.csv
senti6.csv		senti6.csv
senti7.csv		senti7.csv
senti8.csv		senti8.csv
sentimar01-02.csv		sentimar01-02.csv
sentimar02-03.csv		sentimar02-03.csv
sentimar03-04.csv		sentimar03-04.csv
sentimar04-05.csv		sentimar04-05.csv
sentimar05-06.csv		sentimar05-06.csv
sentimar06-07.csv		sentimar06-07.csv
sentimar07-08.csv		sentimar07-08.csv
sentimar08-09.csv		sentimar08-09.csv
sentimar09-10.csv		sentimar09-10.csv
sentimar10-11.csv		sentimar10-11.csv
sentimar11-12.csv		sentimar11-12.csv
sentimar12-13.csv		sentimar12-13.csv
sentimar13-14.csv		sentimar13-14.csv
sentimar14-15.csv		sentimar14-15.csv
sentimar15-16.csv		sentimar15-16.csv
sentimar16-17.csv		sentimar16-17.csv
sentimar17-18.csv		sentimar17-18.csv
sentiment.csv		sentiment.csv
test.R		test.R
tweets.csv		tweets.csv
tweets1.csv		tweets1.csv
tweetsmar01-02.csv		tweetsmar01-02.csv
tweetsmar02-03.csv		tweetsmar02-03.csv
tweetsmar03-04.csv		tweetsmar03-04.csv
tweetsmar04-05.csv		tweetsmar04-05.csv
tweetsmar05-06.csv		tweetsmar05-06.csv
tweetsmar06-07.csv		tweetsmar06-07.csv
tweetsmar07-08.csv		tweetsmar07-08.csv
tweetsmar08-09.csv		tweetsmar08-09.csv
tweetsmar09-10.csv		tweetsmar09-10.csv
tweetsmar10-11.csv		tweetsmar10-11.csv
tweetsmar11-12.csv		tweetsmar11-12.csv
tweetsmar12-13.csv		tweetsmar12-13.csv
tweetsmar13-14.csv		tweetsmar13-14.csv
tweetsmar14-15.csv		tweetsmar14-15.csv
tweetsmar15-16.csv		tweetsmar15-16.csv
tweetsmar16-17.csv		tweetsmar16-17.csv
tweetsmar17-18.csv		tweetsmar17-18.csv
twitter authentication.Rdata		twitter authentication.Rdata