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Cracking The Code On Trump Tweets (time.com)

jIyajbe writes: From Electoral-Vote.com: "A theory has been circulating that the Donald Trump tweets that come from an Android device are from the candidate himself, while the ones that come from an iPhone are the work of his staff. David Robinson, a data scientist who works for Stack Overflow, decided to test the theory. His conclusion: It's absolutely correct. Robinson used some very sophisticated algorithms to analyze roughly 1,400 tweets from Trump's timeline, and demonstrated conclusively that the iPhone tweets are substantively different than the Android tweets. The former tend to come later at night, and are vastly more likely to incorporate hashtags, images, and links. The latter tend to come in the morning, and are much more likely to be copied and pasted from other people's tweets. In terms of word choice, the iPhone tweets tend to be more neutral, with their three most-used phrases being 'join,' '#trump2016,' and '#makeamericagreatagain.' The Android tweets tend to be more emotionally charged, with their three most-used phrases being 'badly,' 'crazy,' and 'weak.'" reifman adds: In an excellent forensic text analysis of Trump's tweets with the Twitter API, data geek David Robinson demonstrates Trump authors his angriest, picture-less, hashtag-less Android tweets often in the morning, while staff tweet from an iPhone with pictures, hashtags and greater joy mostly in the middle of the day. Robinson's report was inspired by a tweet by artist Todd Vaziri. As for why Robinson decided to look into Trump's tweets, he told TIME, "For me it's more about finding a really interesting story, a case where people suspect something, but don't have the data to back it up. For me it was much more about putting some quantitive details to this story that has been going around than it was about proving something about Trump's campaign."

13 of 330 comments (clear)

  1. I wish they could do that for news... by Anonymous Coward · · Score: 5, Insightful

    I wish they'd find an algorithm for figuring out if the "reporters" of news stories had done any fact-checking instead. We have more news and far less fact-checkers these days. They're dying out with the newspapers given that people only want to pay for news they like.

    1. Re:I wish they could do that for news... by ShanghaiBill · · Score: 5, Insightful

      We have more news and far less fact-checkers these days.

      There is no evidence that this is true. News reporting in the past was often highly inaccurate: ask anyone old enough to remember the Vietnam War, or, heck, even the run-up to the invasion of Iraq. There are way more fact-checking organizations today. News reporting today is far from perfect, but there was never a "golden age" when journalists were infallible angels.

    2. Re:I wish they could do that for news... by tlhIngan · · Score: 5, Insightful

      I wish they'd find an algorithm for figuring out if the "reporters" of news stories had done any fact-checking instead. We have more news and far less fact-checkers these days. They're dying out with the newspapers given that people only want to pay for news they like.

      I think it's less likely today than in the past. Why? Because it's so easy to fact-check nowadays. Take just 20 years ago when the Intenret was in its infancy and when you read a news report, there wasn't much in the way of resources - you could go to your library and do the necessary background research and then try to find other sources. In short, it would take a while to check and a lot of effort, so it'll be easier to pull it off.

      These days, a few clicks of the mouse gets you the basic research, a few more clicks often will get you source photos and descriptions A few clicks after that gets you all the conspiracy theories, which again, are easier to search and see through. So anything wrong generally gets called out

      The only thing that's still missing is engaging the brain and thinking critically given the volume of information.

    3. Re:I wish they could do that for news... by ShanghaiBill · · Score: 4, Insightful

      There was a time when the audience cared more about the honesty and accuracy of the journalists

      No there wasn't.

      or at least there was a belief that the audience felt this way.

      Who believed that?

      You are experiencing false nostalgia for a golden age of journalism that never existed.

    4. Re:I wish they could do that for news... by umghhh · · Score: 1, Insightful

      Press is indeed dishonest or at least misinforming (for whatever reason other than dishonesty). This has nothing to do with the fact that the baboon should not get access to the case with the codes. Or maybe it does because thanx to continuous dishonesty (or other reasons for misinformation) people tend to believe what they want even more than they would have done if the media, including press, were more reliable in providing objective and fact checked information. The best would be if somebody else than any of the candidates were there fighting to be Ceasar. We are not going to get that, neither we are going to get a honest press I am afraid.

    5. Re:I wish they could do that for news... by AmiMoJo · · Score: 5, Insightful

      We have moved into a post-factual era now. There was a lot of fact checking going on, and people didn't like reality, so politicians have started trying to move beyond it.

      Crime stats are down, but people "feel" like there is more crime. It's factually untrue, but politicians and the people who vote for them treat it as the truth. If you believe it, then it's true and you should vote based on that feeling, they say. Same with the Brexit thing in the UK, one of the leading Leave politicians said that "people in this country have had enough of experts", and went on to argue that they should vote with their hearts and their gut feelings (mostly bigotry and xenophobia) rather than with reason and overwhelming expert advice.

      We got better at fact checking, so they just moved beyond facts.

      --
      const int one = 65536; (Silvermoon, Texture.cs)
      SJW, n: "Someone I don't like, and by the way I'm a fuckwit" - AC
    6. Re:I wish they could do that for news... by Enigma2175 · · Score: 5, Insightful

      Trump makes a joke, media says he attacked someone.

      You know, I'm sick of Trump claiming everything he says is a joke when he gets called out on his bullshit. You're not a fucking comedian, Donald, you're applying for the most powerful job in the world - so act like it. Whether it's calling for Clinton's assassination or claiming Obama founded ISIS, this "it was a joke" bullshit gets old.

      --

      Enigma

  2. Re:Am I the only one by Anonymous Coward · · Score: 5, Insightful

    I feel embarrassed to be using Slashdot. What the fuck is going on in this thread? Either one schizophrenic psycho has dozens of IPs to burn on AC posts, or the Cheeto Squad is in here crapflooding the discussion. I don't think one person could conceivably have written and submitted all the "Slashdot is FBI" garbage in the time this post has been up, even given an unlimited number of IPs to comment from. So it seems like the Trump trolls are out in full force.

  3. Re:GOD IS A GOD OF LOVE by Anonymous Coward · · Score: 0, Insightful

    God is dead.

  4. Re:Thanks Media by Boronx · · Score: 4, Insightful

    Imagine if any journalist put as much effort into ANYTHING Hillary Clinton does.

    This makes me wonder where you've been getting your news for the last 25 years.

    Why do many of the most repressive dictatorships in the world keep giving so much money to the Clinton foundation?

    Of everything that you mentioned, this is the only scandal.

    They do it to curry favor with the Clintons. However, I'm 100% certain that the Clintons are savvy enough that everything is totally legal, and that 95% went to the best charities. Unfortunately, we as a nation have decided that direct bribery of politicians is not only legal, but expected, as long as everyone is coy about it.

  5. Re:If Trump Wins by Solandri · · Score: 4, Insightful

    It's not the voters' fault. Unfortunately, we use a plurality wins single vote system. The optimal solution for winning in that system system is two parties, each of which selects a nominee who is popular with 50.000001% of that party (i.e. just 25.0000001% of the entire voting population). Usually the most extreme 25.000001% of the population.

    Basically, both parties are controlled by extremists, who do their best to steer the nomination process hard right or hard left. The further right one party goes, the further left the other party can go while still being virtually guaranteed that one of their nominees will be elected. And vice versa. The entire process effectively disenfranchises the middle 49.99999% of the voting population, leaving government in control of the fringe 25% whose nominee happened to win.

    An instant-runoff voting system would put a stop to this, by making the nominee who best reflects the entire voting population (i.e. a centrist) most likely to win. But that's precisely why the two parties (or rather, the extremists who control the parties) will never allow it to happen while they control the legislatures.

  6. Re:Am I the only one by Teriblows · · Score: 1, Insightful

    Emails reveal Hillary’s shocking pay-for-play scheme http://nypost.com/2016/08/09/e... CLASSIFIED: Security Expert on Hillary Clinton's Email Scandal Stefan Molyneux https://www.youtube.com/watch?... The Clinton Foundation Exposed | Charles Ortel and Stefan Molyneux Stefan Molyneux https://www.youtube.com/watch?... DNC, wikileaks, dead staffer, so many to pick from.... what's embarassing is that Trump people are digging into these while all Hillary has is supposed gaffs and mining twitter ......

  7. Re:DEMOCRATS HAVE INFECTED THE FBI by rickb928 · · Score: 5, Insightful

    OK, here we go...

    0. The FBI doesn't charge, prosecute, convict, or imprison (for very long, anyways, mostly) anyone.
    1. The Justice Department would be the most common agency to charge and prosecute Hillary.
    2. By delaying interviews, and the FBI's accommodation of her, Hillary successfully delayed the FBI's completion of its investigation until the campaign reached a point where legal action would raise significant questions of tampering or interference on the part of the FBI, whether these would be warranted or not.
    3. Bill Clinton's meeting with Loretta Lynch, while presented as 'secret', was intentional, and intentionally leaked. This meeting;
    - was plainly improper, actually unethical, and should be grounds for removal of Lynch as AG on any of several legal grounds - witness tampering, ex parte communication, obstruction of justice (see next point) among others.
    - was calculated to cause an obvious conflict of interest on all parties' part, save the FBI, which was impacted by it.
    - was therefore crucial in forcing the FBI to reconsider how it would proceed with the disposition of its investigation.
    4. With this meeting exposed, FBI Director James Comey was left with;
    - Referring the case to Justice, where he knew Lynch would recuse herself, force the appointment of a Special Prosecutor, and delay prosecution until after the election, prompting widespread claims of tampering and a potential Constitutional crisis.
    - Refusing to disclose details, which no matter how he proceeded from there would result in denunciations and outrage from all quarters.
    - Or, as he did, disclose sufficient details to expose Hillary's apparent guilt, but then claim that the case was not sufficiently obvious for a 'reasonable prosecutor' to pursue. This is the way he chose to avoid referral and the problems that would cause.
    - And bottom line, Comey may well have wanted to avoid the FBI being accused of any of several impacts on the election, for he would not get support from the Administration if he did refer the case to Justice.
    5. Congress could refer an investigation to Justice, demand they charge Hillary, and then impeach Lynch and/or Obama, but at this stage that would be seen as petty, too late for meaningful results, overreaching their authority, manipulative of the election, and would likely fail. Not that any of these accusations are
    accurate or not, that doesn't matter, for this would be a political act also. All of this would be correct, legal, and devastating to the Republican Congress, as we are in an era where truth is unimportant.

    Director Comey was in an untenable situation, not of his own making except for the delay in completing the investigation. And he was on an island with no support from his boss or his bosses boss.

    Democrats have infected every branch and level of government, even co-opting the Republican congressional leadership. The fix is most likely to vote them all out, every single one. This will take more than one election cycle, as around 43% of the electorate is entirely satisfied with Democratic rule, and around 30% of the electorate is at war with itself. True undecideds and independents have little hope they can change things, and are not unified in any case, so sadly we either face the truth of our nation's condition or continue devolving into something other than what is constitutionally permitted.

    I believe we are witnessing the birth of new political movements in America, and possibly a new era of coalition politics, which will either permit the Right to coalesce and challenge the Left, or deliver insurmountable control to the Left, which will result in further unconstitutional rule and eventual collapse of what constitutional foundation for our government is left.

    We will regre

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    deleting the extra space after periods so i can stay relevant, yeah.