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How Man City renewed their roster from a database of 650,000 players

BBC Sport has had access to Manchester City's data department, a central part of the club's roster renewal over the past 18 months. The club, which pioneered intensive use of data in English football, conducted its squad transition based on analysis and not just from the coaching or management point of view.

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A BBC Sport report had privileged access to Manchester City's data department, a group that has played a decisive role in the reconstruction of the squad over the last 18 months.

A reconstrução: the starting point

It was during this period that City faced the need to renew a squad which had dominated English football in previous years, but it went through a cycle of transition.

What a BBC Sport has revealed

The internal access made it possible to show how, in practice, the team responsible for analysing City data worked. e matter presented the department as a central component of the reconstruction process i.e., the choices made during this 18-month period had an analytical impact, and not just from the point of view of the technical or sports directorate.

Value o context: Manchester City is one of the pioneering clubs in intensive use of data in English football, and a model observatory-club with multidisciplinary structures supporting soccer as a reference point between teams but rich from the Premier League.

Where City is now

There is no dated timetable, but the 18-month record indicates that the most critical phase of reconstruction was in an advanced stage of maturation.

This is the first time this has happened.

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Source: BBC Sport Football

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