ŁukaszZ

FPL, Data (Engineering, Analytics, Viz) | 🇵🇱 🇬🇧 | ⚒️1962 🇯🇲 |🚢1894 🇧🇼

[ŁukaszZ @f_analytic]

When does rank really matter in FPL?

Every year you see managers panicking after GW1 saying things like “I’m ranked 1M+, season over!” But is it actually the case?

Looking at the Elite 1000 group’s past seasons, early ranks are all over the place. With the game getting tougher each year (more players, better content, sharper tools), starting ranks have become even more volatile.

But if you track the trend, something interesting appears: around GW15 the chaos starts to settle. By then, ranks usually begin to stabilise and the overall trajectory for the season becomes clearer.

From the data, being inside the top ~500k by GW15 looks like a solid position to push towards a strong finish. Before that, even a “bad” start isn’t terminal — there’s still plenty of ground to make up.

[ŁukaszZ @f_analytic]

@FPL_Spaceman @___Brun___ That Diff EV is shocking at first glance...

[ŁukaszZ @f_analytic]

@FPL_Spaceman 🐐

[ŁukaszZ @f_analytic]

@rafalsky92 💀

[ŁukaszZ @f_analytic]

negVar again? 😭

[Sertalp B. Çay @sertalpbilal]

Enter your team ID at https://t.co/JLfEkvyJsq

[FPL Focal @FPLFocal]

Milner retires at 40. He's the ONLY player to appear in every FPL season since its creation in 2002/03.

[ŁukaszZ @f_analytic]

@BigBallzz_Pod @MaciejK466940 @VialliGonsalves @ChampionsLeague brawo 🐐

[ŁukaszZ @f_analytic]

@FlapjackFpl @FPLDavissko From Emirates? 😅

[ŁukaszZ @f_analytic]

@GRUWWA Piekne! Pozdrowienia dla synow.

[ŁukaszZ @f_analytic]

@mbulski23 @MarcinK_Masta @Pjaca13 @FPL_Jan @lesniczak_m @mrataj94 @Steveo1412 https://t.co/BdJtCf5y6M
W drugim rankingu, jest chyba po prosty zwykla srednia, nie bioraca pod uwage liczby graczy.

[ŁukaszZ @f_analytic]

🇵🇱 All time FPL Rank 🇵🇱

🥇Łukasz Woźniak
🥈@MarcinK_Masta
🥉 @Pjaca13
----------------
8. @FPL_Jan
9. @mbulski23
13. @lesniczak_m
15. @mrataj94
16. @Steveo1412

Source: https://t.co/wGLWmZy5T7
How this rank works? Answer in comments.

[ŁukaszZ @f_analytic]

@FPLFocal Fabio Borges was very close
2015/16 (missed below) - top 5k

[ŁukaszZ @f_analytic]

@johawolfenstein @MarcinK_Masta @Pjaca13 @FPL_Jan @mbulski23 @lesniczak_m @mrataj94 @Steveo1412 🤣

[FPL Review @fplreview]

🏆FPL Review Data Based Champions 25/26

The Season Review dataset has completed it's validation, which means we can confirm this years leaders across a number of data based categories

https://t.co/uBJqGVlF8q

[ŁukaszZ @f_analytic]

@MarkkuOjala_ Going up, going down...

[ŁukaszZ @f_analytic]

@KustoszFPL @RadekP92 🤣

[ŁukaszZ @f_analytic]

@mbulski23 @FPLMarcin Wczoraj kupione, ale syn jeszcze nie dal pograc 😂

[ŁukaszZ @f_analytic]

@MarcinK_Masta Mozesz napisac cos wiecej, dlaczego to byla zla decyzja?

[ŁukaszZ @f_analytic]

@Mahoney @sertalpbilal Well done Mike!