Topical blogs and articles

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

The final session of the day at the #OptaProKonferenz is a panel featuring Elliott Williams (Brighton & Hove Albion…… 22 Mar

Head of OptaPro @BenMackriell follows up on @GregorydSam's FC 04 Schalke case study. Here Ben showcases how video a…… 22 Mar

.@GregorydSam shares two examples of where FC 04 Schalke win the ball back on the pitch depending on game-state. Pr…… 22 Mar

OptaPro data scientist @GregorydSam is presenting a case study on FC Schalke 04, focusing on game-state and style o…… 22 Mar

In today's second presentation, Steven Houston shares insights and lessons from his time at both HSV and Chelsea. H…… 22 Mar

In the opening presentation, Elliott Williams (recruitment analyst, Brighton and Hove Albion) provides examples of…… 22 Mar

Philipp Obloch (OptaPro Lead, Northern Europe) gets the #OptaProKonferenz underway. Welcome. 22 Mar

Today sees the second #OptaProKonferenz take place. Return. 22 Mar

Final preparations are being made ahead of tomorrow's #OptaProKonferenz in Cologne. Alaaf. 21 Mar

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The most probable result

Garry Gelade shares an intuitive way of showcasing expected goals data from a single match.

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Shots and goals: quality, expectations and context

Keith Lyons provides a comprehensive resource reviewing literature across introductions to analytics, shots and expected goals.

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Red Line Report: Who's trending up and down ahead of the MLS Cup Playoffs? analyses each MLS team going into the playoffs, visualising the expected goal difference of each side with additional insight from OptaPro’s Tom Worville.

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The importance of high-return shots

Garry Gelade’s latest analytical blog explores the value in making the correct shooting decisions.

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Lack of finishing touch harming Arsenal's title hopes

Writing for the official Premier League website, Colin Trainor (@colinttrainor) uses Expected Goals to explain Arsenal's league position at this stage of the season.

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Analytics FC: Michael Caley and Expected Goals

Michael Caley joins Tom Worville and Sam Gregory on the Analytics FC podcast for an in-depth discussion on Expected Goals.

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Premier League projections and new Expected Goals

Michael Caley provides a detailed discussion of his Opta-powered Expected Goals method.

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Joining teams like Real Madrid and Barcelona doesn’t guarantee individual success

Writing for The Washington Post, Michael Caley uses expected goals to analyse whether playing for an elite side can improve a player’s performance.

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Expected goals in the Premier League 2014/15

Brian Prestidge uses Tableau to visualise actual goals and expected goals in last season’s Premier League.

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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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Uncertain expectations

The second instalment of this two-part piece, Will Gurpinar-Morgan outlines, discusses and evaluates his expected goals model.

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Gladbach: luck or a blind spot in expected goals?

‘Saturdays on the Couch’ (@SaturdayOnCouch) uses the Expected Goals metric to analyse the performances of Borussia Monchengladbach over the past three seasons.

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Premier League. Should he stay or should he go?

Paul Riley (@footballfactman) uses Expected Goals as a framework to analyse the influence and impact of Premier League managers.

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