When the Data Is Right (and I Ignore It Anyway)

When the Data Is Right (and I Ignore It Anyway): A Festive FPL Reflection

I’ve been picking my Fantasy Premier League team for a few weeks now using what I’d like to believe is a sensible balance of data, logic, and gut feel. Unfortunately, every now and then, the gut gets a bit too confident, the excitement kicks in, and I convince myself that this is the moment a player finally explodes into life.

This week’s confession: I wasted a transfer on Isak.

On paper, the logic wasn’t completely mad. He scored, he looked sharp enough, and I told myself that the first goal would open the floodgates. Classic FPL optimism. The kind that ignores everything you’ve learned over years of playing the game and replaces it with vibes and hope.

The problem? The data never agreed with me.

Despite the goal, the underlying numbers never really shifted. The xG didn’t spike, the involvement didn’t suddenly increase, and the minutes picture wasn’t as convincing as I wanted it to be. I chose to ignore that because it felt like the right moment. Unsurprisingly, the data won that battle.

To make matters worse, Isak hasn’t really made the impact I hoped for, and with Ekitike now firmly in possession of the shirt and actually scoring goals, it’s becoming harder and harder to justify holding him. If I’m being brutally honest, if I were Arne Slot, Ekitike would be my starting option right now. He’s converting chances, influencing games, and doing exactly what you want your striker to do.

And FPL, at its core, is a game about minutes and impact.

So that naturally leads to the next question: if not Isak, then who?

Going Back to the Numbers

This is where my Power BI model earns its keep. I track xG, xA, shots in the box, touches in the penalty area, and a few other useful indicators that help separate “good FPL picks” from “players who look busy but don’t return”.

With Christmas approaching and fixtures piling up, I thought it would be a bit of fun (and vaguely sensible) to look at which players are currently overperforming and underperforming their xG. Not as gospel, but as context.

Overperformers are often riding a hot streak that can cool quickly. Underperformers can be traps… but they can also be opportunities if minutes and fixtures line up. This is where judgement still matters.

And yes, I say all this while fully aware that I’d just ignored the data the week before.

The Wolves Problem (and Why It Matters)

I’m writing this having already made my transfer for the week, and Wolves played Manchester United on Monday night. As a Wolves fan, that match was painful. As an FPL manager, it was alarming.

Wolves somehow managed to make a distinctly terrible Manchester United side look competent. That tells you everything you need to know about where they are right now. They look beaten before games even start, confidence is low, and structurally they’re all over the place.

Which brings us neatly to Arsenal.

Wolves are away to Arsenal, Arsenal are in strong form, and this has all the makings of one of those games where things could get ugly quickly. Arsenal at home against a side with no belief is exactly the kind of fixture I want to attack over the festive period.

So I made the move.

The Transfer: Isak ➝ Gyökeres

Out goes Isak, in comes Gyökeres.

The thinking is fairly simple. He looks fit again, the minutes should be there, and Arteta (or “Lego Head”, depending on your preference) will want him involved. Arsenal will dominate the ball, create chances, and if Gyökeres gets service early, this could be one of those statement games.

Is it risk-free? Absolutely not.

But this feels like the right moment to take a calculated punt, especially with Manchester City and Haaland facing a tricky trip to Palace. That fixture has “awkward, frustrating, low-return” written all over it.

Captaincy Roulette

Which brings me to the captaincy.

I’m seriously considering captaining either Gyökeres or Rice this week and backing Haaland to blank. It’s uncomfortable, it goes against rank-protection instincts, and it could backfire spectacularly — but this is also the time of year when calculated risks can pay off big.

Playing safe over Christmas is often how you get quietly overtaken.

Looking Ahead

The other big positive is squad flexibility. When the gameweek rolls over, I’ll have five free transfers and one still in hand before the next deadline. That puts me in a strong position heading into the festive chaos — rotation, injuries, surprise benchings, the lot.

The key lesson this week? Trust the data — but also understand why it’s saying what it’s saying. Ignoring it entirely rarely ends well, but blindly following it without context is just as dangerous.