The IBM Kiosk – 3D Printing: Brought to you by Wimbledon Insights.

IBM produces an awe-inspiring array of real-time data for Wimbledon, and this year the live statistical streams are being brought to life in a unique contest.

IBM produces an awe-inspiring array of real-time data for Wimbledon, and this year the live statistical streams are being brought to life in a unique contest. The IBM Kiosk at Wimbledon is combining in-match player statistics with social media sentiment on the competitors to provide a regularly updated leaderboard ranking the tournament’s stars. The IBM Kiosk staff then use cutting-edge 3D printers to produce a specially designed trophy for the leading player every 20 minutes.

 In this video, IBM Kiosk Manager Sophie Lindström and Senior 3D Printing Technician Dave Marks explain how the system works, and show us some of the trophies that have been created in the tournament so far. We also interview Wimbledon fans as they visit The IBM Kiosk to see how the data provided at the tournament enhances their enjoyment, and how the trophies physically illustrate the fast and accurate data produced by IBM.

Want to find out more about the Data behind the Championships? Find out more here: wimbledoninsights.com

A year on from the Spending Review, the coalition's soothsayer has emerged to offer another gloomy economic prognosis. Asked by ITV News whether he could promise that there wouldn't be a double-dip recession, Vince Cable replied: "I can't do that.

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Taxation without benefits: how our tax system increases inequality

We often hear the progressive income tax used as a proxy for all tax when it actually accounts for just over a quarter of the tax take.

Tax may not be the burning issue on everyone’s minds over the next month, but the Panama Papers leak has proven that the thorny issues of who pays what, and what level of tax is fair, are ones that are never too far away from the public consciousness.

One of the most important annual publications on tax is the Office for National Statistics’ Effects of Taxes and Benefits on Household Income. Published today, it shows, among other things, the proportion of income paid in tax by people at different points on the income spectrum. This may sound like the natural domain of the data nerd, but it actually tells us some rather interesting facts about our system of taxes and benefits.

First, the good news. Our much maligned welfare system is in fact a beacon of progressiveness, drastically reducing the level of income inequality we see in this country. In fact, overall, taxes and benefits are quite substantially redistributive. Without them, the income of the richest 20 per cent of households would be 14 times higher than the poorest 20 per cent. With them, that gap falls to only four times.

The benefit system as a whole decreases the Gini coefficient, the most frequently used measure of inequality, by 14 percentage points. For anyone who sees taxes and benefits as a key component in reducing economic inequality, or boosting the incomes of the poorest, or, frankly, tackling social injustice, this is rather welcome news.

But now for the bad news.

While our welfare system is undoubtedly progressive, the same cannot be said of our tax system when looked at in isolation. The poorest face a disproportionately heavy tax burden compared to the richest, paying 47 per cent of their income in tax, compared to just 34 per cent for the richest. Last year (2013/14) this difference was 45 per cent – 35 per cent, and the year before (2012/13) the gap was 43 per cent – 35 per cent. So while the proportion of income paid in tax has fallen slightly for the richest, it has increased for the poorest.

While some taxes like income tax are substantially progressive, those such as VAT and Council Tax are not. Even after adjusting for rebates and Council Tax Benefit, the poorest 10 per cent pay 7.1 per cent of their income in council tax while the richest 10 per cent pay only 1.5 per cent.

Should this matter, if our system of benefits continues to narrow the gap between rich and poor? Well, yes, not least because that system is under severe pressure from further cuts. But there are other good reasons to focus on the tax system in isolation from the benefit system.

Polling by Ipsos MORI has shown that the public believes that the tax system by itself reduces inequality, and it is often spoken of by politicians as if that is the case. We often hear the progressive income tax used as a proxy for all tax, for example, when it actually accounts for just over a quarter of the tax take.

Understanding why the tax system does not by itself reduce inequality is therefore important for both thinking about how tax revenues could be better raised, and for understanding the importance of the benefit system in narrowing the gap between the richest and the poorest.

John Hood is Acting Director of the Equality Trust