Social Sentiment Analysis: David Ferrer v Juan Martin Del Potro. Brought to you by Wimbledon Insights

We hoped for some drama, but nothing prepared tennis fans for the thrills and spills of the match between the No.4 seed, David Ferrer, and the No.8 seed, Juan Martin Del Potro. Del Potro not only came back from what looked like a match-ending injury, but went on to win the match in a heroic performance.

IBM’s social sentiment analytics track how players are being perceived on Twitter throughout the match, watching not just the number of their tweets but their content, using sophisticated tools to decide what percentage is positive or negative. Ferrer began the match with a positive sentiment score of 83%, with Del Potro trailing at 79%. Then disaster struck. Del Potro fell badly in the very first game, aggravating an existing knee injury.

For a moment, it looked like the Argentinian would be unable to continue. “Can’t believe Del Potro has fallen in the first game. This was destined to be a five set thriller with him and Ferrer” tweeted @MattGriffen. Then Del Potro got up and continued the match. “Gotta feel for Del Potro. Brave man to carry on” posted @DanITFC. As Del Potro played on despite obvious pain, the tweets poured in, with over 1500 in a ten minute period. “Del Potro is a Legend, playing the match with an injured knee. Respect to him” said @MitchelJason95. “Unbelievable effort from Del Potro on Centre Court. I’d adore it if he managed to pull through” tweeted @haris_haseeb.

In fact, as the first set continued, Del Potro looked like he could not merely carry on, but actually take the set. “Del Potro is unbelievable. The guy is basically on one leg and is bossing this match!” tweeted @NotFredRhodes. As Del Potro claimed the first set, over 1600 tweets poured in during ten minutes, with 1500 also mentioning Ferrer. “People ask why I like Del Potro so much. I think from today’s performance, we can see why” posted @scott_grimes12.

The excitement continued in the second set, as Del Potro maintained his 79% social sentiment score, while Ferrer’s slipped slightly to 82%. “Dell Potro breaks! Serving for the second! He might actually do this!” tweeted @willdavenport1. “This is the best performance out of anyone in the men’s singles so far this Wimbledon. Brilliant from Del Potro” posted @aidan_duguid95. As Del Potro closed the second set 6-4, over 2000 tweets were posted in ten minutes.

Ferrer fought hard to stay in the third set, taking it to a tie-breaker, but Del Potro finished the set on top to end the match 6-2, 6-4, 7-6. Twitter didn’t reach the same level of fever-pitch as in the first two sets, but the praise kept flooding in. “Okay, fair play, Del Potro. That was incredible” posted @plkunnussijaa. “Del Potro through to the semis. Straight sets win against Ferrer, carrying an injury early on. Wonderful to watch” added @Rketts21.

Del Potro goes on to play Novak Djokovic in the semi-finals on Friday. For a detailed match report visit www.wimbledon.com.

Stuart Andrews

 

Photo: Getty
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The vitriol aimed at Hillary Clinton shows the fragility of women's half-won freedom

The more I understand about the way the world treats women, the more I feel the terror of it coming for me.

I’m worried about my age. I’m 36. There’s a line between my eyebrows that’s been making itself known for about the last six years. Every time I see a picture of myself, I automatically seek out the crease. One nick of Botox could probably get rid of it. Has my skin lost its smoothness and glow?

My bathroom shelf has gone from “busy” to “cluttered” lately with things designed to plump, purify and resurface. It’s all very pleasant, but there’s something desperate I know at the bottom of it: I don’t want to look my age.

You might think that being a feminist would help when it comes to doing battle with the beauty myth, but I don’t know if it has. The more I understand about the way the world treats women – and especially older women – the more I feel the terror of it coming for me. Look at the reaction to Hillary Clinton’s book. Too soon. Can’t she go quietly. Why won’t she own her mistakes.

Well Bernie Sanders put a book out the week after the presidential election – an election Clinton has said Sanders did not fully back her in –  and no one said “too soon” about that. (Side note: when it comes to not owning mistakes, Sanders’s Our Revolution deserves a category all to itself, being as how the entire thing was written under the erroneous impression that Clinton, not Trump, would be president.) Al Gore parlayed his loss into a ceaseless tour of activism with An Inconvenient Truth, and everyone seems fine with that. John McCain – Christ, everyone loves John McCain now.

But Hillary? Something about Hillary just makes people want to tell her to STFU. As Mrs Merton might have asked: “What is it that repulses you so much about the first female candidate for US president?” Too emotional, too robotic, too radical, too conservative, too feminist, too patriarchal – Hillary has been called all these things, and all it really means is she’s too female.

How many women can dance on the head of pin? None, that’s the point: give them a millimetre of space to stand in and shake your head sadly as one by one they fall off. Oh dear. Not this woman. Maybe the next one.

It’s in that last bit that that confidence racket being worked on women really tells: maybe the next one. And maybe the next one could be you! If you do everything right, condemn all the mistakes of the women before you (and condemn the women themselves too), then maybe you’ll be the one standing tippy-toe on the miniscule territory that women are permitted. I’m angry with the men who engage in Clinton-bashing. With the women, it’s something else. Sadness. Pity, maybe. You think they’ll let it be you. You think you’ve found the Right Kind of Feminism. But you haven’t and you never will, because it doesn’t exist.

Still, who wouldn’t want to be the Right Kind of Feminist when there are so many ready lessons on what happens to the Wrong Kind of Feminist. The wrong kind of feminist, now, is the kind of feminist who thinks men have no right to lease women by the fuck (the “sex worker exclusionary radical feminist”, or SWERF) or the kind of feminist who thinks gender is a repressive social construct (rechristened the “trans exclusionary radical feminist”, or TERF).

Hillary Clinton, who has said that prostitution is “demeaning to women” – because it absolutely is demeaning to treat sexual access to women as a tradeable commodity – got attacked from the left as a SWERF. Her pre-election promises suggest that she would probably have continued the Obama administration’s sloppy reinterpretation of sex discrimination protections as gender identity protections, so not a TERF. Even so, one of the charges against her from those who considered her not radical enough was that she was a “rich, white, cis lady.” Linger over that. Savour its absurdity. Because what it means is: I won’t be excited about a woman presidential candidate who was born female.

This year was the 50th anniversary of the partial decriminalisation of homosexuality, and of the Abortion Act. One of these was met with seasons of celebratory programming; one, barely mentioned at all. (I took part in a radio documentary about “men’s emotional experiences of abortion”, where I made the apparently radical point that abortion is actually something that principally affects women.) No surprise that the landmark benefiting women was the one that got ignored. Because women don’t get to have history.

That urge to shuffle women off the stage – troublesome women, complicated women, brilliant women – means that female achievements are wiped of all significance as soon as they’re made. The second wave was “problematic”, so better not to expose yourself to Dworkin, Raymond, Lorde, Millett, the Combahee River Collective, Firestone or de Beauvoir (except for that one line that everyone misquotes as if it means that sex is of no significance). Call them SWERFs and TERFs and leave the books unread. Hillary Clinton “wasn’t perfect”, so don’t listen to anything she has to say based on her vast and unique experience of government and politics: just deride, deride, deride.

Maybe, if you’re a woman, you’ll be able to deride her hard enough to show you deserve what she didn’t. But you’ll still have feminine obsolescence yawning in your future. Even if you can’t admit it – because, as Katrine Marçal has pointed out in Who Cooked Adam Smith’s Dinner?, our entire economy is predicated on discounting women’s work – you’ll need the politics of women who analysed and understood their situation as women. You’ll still be a woman, like the women who came before us, to whom we owe the impossible debt of our half-won freedom.

In the summer of 2016, a radio interviewer asked me whether women should be grateful to Clinton. At the time, I said no: we should be respectful, but what I wanted was a future where women could take their place in the world for granted. What nonsense. We should be laying down armfuls of flowers for our foremothers every day.

Sarah Ditum is a journalist who writes regularly for the Guardian, New Statesman and others. Her website is here.