The Original Model: How Machine Learning Predicted Who Wrote The Tweets

Note: This is the original description of the original machine-learning model that was in use until August 14, 2018. For the updated deep-learning model now in use, click here. The short answer I┬ástart with the well-accepted assumption that @realDonaldTrump tweets coming from an Android phone were written by Donald Trump himself, and that during the …

Watch @JudgeJeanine on @FoxNews tonight at 9:00 P.M.

Watch @JudgeJeanine on @FoxNews tonight at 9:00 P.M. — Donald J. Trump (@realDonaldTrump) March 25, 2017 Twitter Analysis Posted using Twitter for Android. Deep-learning probability that Mr. Trump wrote this: 99.7% This tweet was probably written by Mr. Trump. Notes This model really predicts the probability that this tweet is consistent with those posted with …

ObamaCare will explode and we will all get together and piece together a great healthcare plan for THE PEOPLE. Do not worry!

ObamaCare will explode and we will all get together and piece together a great healthcare plan for THE PEOPLE. Do not worry! — Donald J. Trump (@realDonaldTrump) March 25, 2017 Twitter Analysis Posted using Twitter for Android. Deep-learning probability that Mr. Trump wrote this: 99.2% This tweet was probably written by Mr. Trump. Notes This …

LinkedIn Workforce Report: January and February were the strongest consecutive months for hiring since August and September 2015

LinkedIn Workforce Report: January and February were the strongest consecutive months for hiring since August and September 2015 — Donald J. Trump (@realDonaldTrump) March 8, 2017 Twitter Analysis Posted using Twitter for Android. Deep-learning probability that Mr. Trump wrote this: 99.1% This tweet was probably written by Mr. Trump. Notes This model really predicts the …

Don’t let the FAKE NEWS tell you that there is big infighting in the Trump Admin. We are getting along great, and getting major things done!

Don't let the FAKE NEWS tell you that there is big infighting in the Trump Admin. We are getting along great, and getting major things done! — Donald J. Trump (@realDonaldTrump) March 7, 2017 Twitter Analysis Posted using Twitter for Android. Deep-learning probability that Mr. Trump wrote this: 99.3% This tweet was probably written by …

I am working on a new system where there will be competition in the Drug Industry. Pricing for the American people will come way down!

I am working on a new system where there will be competition in the Drug Industry. Pricing for the American people will come way down! — Donald J. Trump (@realDonaldTrump) March 7, 2017 Twitter Analysis Posted using Twitter for Android. Deep-learning probability that Mr. Trump wrote this: 98.9% This tweet was probably written by Mr. …

Don’t worry, getting rid of state lines, which will promote competition, will be in phase 2 & 3 of healthcare rollout. @foxandfriends

Don't worry, getting rid of state lines, which will promote competition, will be in phase 2 & 3 of healthcare rollout. @foxandfriends — Donald J. Trump (@realDonaldTrump) March 7, 2017 Twitter Analysis Posted using Twitter for Android. Deep-learning probability that Mr. Trump wrote this: 99.0% This tweet was probably written by Mr. Trump. Notes This …

For eight years Russia “ran over” President Obama, got stronger and stronger, picked-off Crimea and added missiles. Weak! @foxandfriends

For eight years Russia "ran over" President Obama, got stronger and stronger, picked-off Crimea and added missiles. Weak! @foxandfriends — Donald J. Trump (@realDonaldTrump) March 7, 2017 Twitter Analysis Posted using Twitter for Android. Deep-learning probability that Mr. Trump wrote this: 99.8% This tweet was probably written by Mr. Trump. Notes This model really predicts …

Our wonderful new Healthcare Bill is now out for review and negotiation. ObamaCare is a complete and total disaster – is imploding fast!

Our wonderful new Healthcare Bill is now out for review and negotiation. ObamaCare is a complete and total disaster – is imploding fast! — Donald J. Trump (@realDonaldTrump) March 7, 2017 Twitter Analysis Posted using Twitter for Android. Deep-learning probability that Mr. Trump wrote this: 99.2% This tweet was probably written by Mr. Trump. Notes …

122 vicious prisoners, released by the Obama Administration from Gitmo, have returned to the battlefield. Just another terrible decision!

122 vicious prisoners, released by the Obama Administration from Gitmo, have returned to the battlefield. Just another terrible decision! — Donald J. Trump (@realDonaldTrump) March 7, 2017 Twitter Analysis Posted using Twitter for Android. Deep-learning probability that Mr. Trump wrote this: 99.6% This tweet was probably written by Mr. Trump. Notes This model really predicts …