Archive for the statistics Tag

The £10,000 question: who benefits most from a tax threshold change?

Here’s a great test for eagle-eyed journalists, tweeted by Guardian’s James Ball. It’s a tale of two charts that claim to show the impact of a change in the income tax threshold to £10,000. Here’s the first: And here’s the second: So: same change, very different stories. In one story (Institute for Fiscal Studies) it is the the wealthiest that
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A quick exercise for aspiring data journalists

The latest Ben Goldacre Bad Science column provides a particularly useful exercise for anyone interested in avoiding an easy mistake in data journalism: mistaking random variation for a story (in this case about some health services being worse than others for treating a particular condition): “The Public Health Observatories provide several neat tools for analysing data, and one will draw a funnel plot
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Statistics as journalism redux: Benford’s Law used to question company accounts

A year and a day ago (which is slightly eerie) I wrote about how one Mexican blogger had used Benford’s Law to spot some unreliable data on drug-related murders being used by the UN and Mexican police. On Sunday Jialan Wang used the same technique to look at US accounting data on over 20,000 firms – and found that over
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Why the “Cost to the economy” of strike action could be misleading

It’s become a modern catchphrase. When planes are grounded, when cars crash, when computers are hacked, and when the earth shakes. There is, it seems, always a “cost to the economy”. Today, with a mass strike over pensions in the UK, the cliche is brought forth again: “The Treasury could save £30m from the pay forfeited by the striking teachers today but
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One ambassador’s embarrassment is a tragedy, 15,000 civilian deaths is a statistic

Few things illustrate the challenges facing journalism in the age of ‘Big Data’ better than Cable Gate – and specifically, how you engage people with stories that involve large sets of data. The Cable Gate leaks have been of a different order to the Afghanistan and Iraq war logs. Not in number (there were 90,000 documents in the Afghanistan war
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CCTV spending by councils/how many police officers would that pay? – statistics in context

News organisations across the country will today be running stories based on a report by Big Brother Watch into the amount spent on CCTV surveillance by local authorities (PDF). The treatment of this report is a lesson in how journalists approach figures, and why context is more important than raw figures. BBC Radio WM, for example, led this morning on
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Statistics and data journalism: seasonal adjustment for journalists

When you start to base journalism around data it’s easy to overlook basic weaknesses in that data – from the type of average that is being used, to distribution, sample size and statistical significance. Last week I wrote about inflation and average wages. A similar factor to consider when looking at any figures is seasonal adjustment. Kaiser Fung recently wrote
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What inflation has to do with the price of fish

One of the forms of data that journalists frequently have to deal with is prices. And while it’s one thing to say that things are getting more expensive, making a meaningful comparison between what things cost now and what things cost then is a different kettle of fish altogether. Factoring in inflation can make all the difference between arbitrary comparisons
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Statistical analysis as journalism – Benford's law

I’m always on the lookout for practical applications of statistical analysis for doing journalism, so this piece of work by Diego Valle-Jones, on drug-related murders, made me very happy. I’ve heard of the first-digit law (also known as Benford’s law) before – it’s a way of spotting dodgy data. What Diego Valle-Jones has done is use the method to highlight
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Internet use in the UK – implications from Ofcom’s research for publishers

UPDATE: The Office for National Statistics has also released some data on internet access which paints a more positive picture. Their data puts the numbers who haven’t been online at 18%. And 45% had accessed the web on the move . I’ve just been scanning through the internet section of Ofcom’s latest report on The Communications Market 2010. As always, it’s
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