Topical blogs and articles

A showcase of some of the best data analysis from across the web.

Expected goal leaderboards – a roundup from the Premier League, Bundesliga, La Liga, Ligue 1 and Serie A.… twitter.com/i/web/status/8… 25 Apr

Keith Lyons (@520507) shares a comprehensive resource outlining previous work on expected goals. bit.ly/1Hnj29V. Literature. 22 Apr

.@CIES_Football’s interactive digital atlas visualises squad data throughout Europe. bit.ly/1Hnj29V. Comparison. 21 Apr

.@jair1970 applies a data-led analysis to dissect Tottenham’s performances over the past two seasons. bit.ly/1Hnj29V. Contenders. 20 Apr

.@GregorydSam examines how conversion rates are assessed. Sample. twitter.com/OptaPro/status… 18 Apr

BLOG: @GregorydSam uses conversion rates to analyse how we assess finishing ability. bit.ly/2pcKJha. Assumption. 14 Apr

BLOG: @GregorydSam discusses how we assess finishing skill. bit.ly/2pcKJha. Bayesian. https://t.co/PuDnYmNddj 13 Apr

Dennis Lock, @MiamiDolphins Head of Analytics, discusses how data has been integrated within the franchise. Open. youtube.com/watch?v=xgSsI5… 7 Apr

FILM – Dennis Lock, Head of Analytics at @MiamiDolphins, delivers the guest talk at the #OptaProForum. Keynote. youtube.com/watch?v=xgSsI5… 7 Apr

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Expected goals and evaluating performance

The New York Times speaks with OptaPro advanced analyst Johannes Harkins about expected goals and their application in the Women’s World Cup.

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Examining USWNT's "Abby-dependence" at Women's World Cup

Writing for MLSsoccer.com, Devin Pleuler’s follow-up article on the Women’s World Cup explores how the USWNT performed in Abby Wambach’s absence.

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The Patterns of Penalties

A brilliant interactive penalty visualisation from the Wall Street Journal, using Opta data.

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Has Holland expelled its obsession with possession football?

Is counter attacking football the new tiki-taka? 11tegen11 uses Opta data to investigate.

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The Armchair Analyst - Brazil v Croatia

The Armchair Analyst uses OptaPro tools to analyse the opening game of the 2014 World Cup.

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World Cup: To d-mid or not to d-mid? 25 years of USMNT tactics under the microscope

OptaPro's Devin Pleuler uses network analysis to track the US team's tactical development over their last 6 World Cup appearances.

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