Sport by the numbers

Data-driven analysis football takes | Ex-Consultant vs AI models | Financial autopsies | Weekly Top 5 European predictions & recaps on YouTube

[Sport by the numbers @SportByTNumbers]

I Built a World Cup Model. Then Taught It to Read the Room
Added social media comments
Key improvements:
• Why 2 models (stacking) > 1
• Better log loss & Brier score
See the results👇
https://t.co/irneaw5Z69
#FIFAWorldCup #Argentina #Spain #FRAENG #ESPARG #NLP #MachineLearning

[Sport by the numbers @SportByTNumbers]

Leeds v United is LIVE🚨
Rivalry game, both teams up for this
Leeds look a very strong side under Farke despite the draw & loss coming into this game
Carrick’s last game in charge?
6pts from 18 & 1 win in #PL
Model predicts🤝
Full preview👇
https://t.co/SHw38OLfCE
#LEEMUN #MUFC

[Sport by the numbers @SportByTNumbers]

FT1️⃣-3️⃣🔴🔵
It took PSG awhile to get going but they finished with a bang, 3 unanswered goals.
Lotta questions have to be asked of Strasbourg, another defensive collapse, 3 straight defeats, but at least they put the GK Safonov to work with 8SOT
Where do Strasbourg go?
#RCSAPSG

[Paris Saint-Germain @PSG_inside]

⏱️ 90+5’ - VICTOIRE ! ❤️💙

Nos Parisiens ont renversé le match et remportent les 3 points ! 💪

#RCSAPSG 1️⃣-3️⃣ I #Ligue1

[Sport by the numbers @SportByTNumbers]

Strasbourg v PSG is LIVE🚨
Strasbourg struggling for form, 2 losses before this & worrying trend of low SOT 3/1/2 in last 3
PSG have rebounded from early season wobbles, won 5 in a row
DEF is prob for both
Model predicts🔵🔴
Full preview👇
https://t.co/sTmBnzBBKV
#RCSAPSG #Ligue1

[Sport by the numbers @SportByTNumbers]

GOALL 1️⃣-2️⃣🔵🔴
Dembélé makes up for his penalty miss
Again another defensive collapse from Strasbourg, this time much later in the game
#RCSAPSG

[Paris Saint-Germain @PSG_inside]

⏱️ 85’ - OUSMANEEEEE !!! On prend l'avantage ! ⚽️🔥

#RCSAPSG 1️⃣-2️⃣ I #Ligue1

[Sport by the numbers @SportByTNumbers]

GOALLL1️⃣-0️⃣
Another game, another goal for Manzambi ⚽️⚽️
He’s looking every bit as good as advertised
The goal is no less then what they deserve either
#AVLNEW #PL #AVFC

[Aston Villa @AstonVilla]

Mango.

[Sport by the numbers @SportByTNumbers]

Villa vs Newcastle is LIVE🚨
Villa have rebounded after early season form 1pt from first 3. They’ve gotten 4 wins over last 6, Villa have to translate cup form to #PL
Newcastle 2 losses + 9GA in last 3 games
Model predicts DRAW🤝
Full preview👇
https://t.co/OsWWvI1Gmj
#AVLNEW

[Sport by the numbers @SportByTNumbers]

It’s getting spicy out there, a lot of tasty tackles on display from both sides. VAR is looking over these two yellows rn. Idk I haven’t seen the replay yet but maybe let this go? They both got booked #AVLNEW #PL

[Sport by the numbers @SportByTNumbers]

FT1️⃣-0️⃣
Huge result for Arbeloa who survives for now & #FulhamFC FINALLY win!
Now just 2 teams w/o a win
The late red card for Sessegnon didn’t effect the result, hopefully Vaz is 🆗🙏
Can they build on this now?
The honeymoon is over for Hull 0SOT, out passed 717-218
#FULHUL #PL

[Fulham Football Club @FulhamFC]

THREE HUGE POINTS. 😤

[Sport by the numbers @SportByTNumbers]

Fulham v Hull City is LIVE🚨
Arbeloa’s last game?
6-game losing streak, 1 of 3 teams w/o a #PL win
Hull have sputtered after strong start, need to stay competitive & avoid dropping C relegation battle
Model predicts FUL⚫️⚪️
Full preview👇
https://t.co/MWpueSsSVk
#FULHUL #FulhamFC

[Sport by the numbers @SportByTNumbers]

GOALL 1️⃣-0️⃣⚫️⚪️
Just like the commentator said, Fulham needed that. It’s a bit of relief for Arbeloa for the moment but there’s the better part of an hour to come, they need more.
Iwobi, what a goal! ⚽️
#FULHUL #FulhamFC #PL
https://t.co/j066Ev9nMp

[Fulham Football Club @FulhamFC]

BREAKTHROUGH. 👊

[Sport by the numbers @SportByTNumbers]

@AstonVilla Another start for Manzambi, the chemistry building between him, Jackson & Buendía is sweet. Let’s get another win!

https://t.co/cjjcqzcQQe

[Sport by the numbers @SportByTNumbers]

Villa vs Newcastle is LIVE🚨
Villa have rebounded after early season form 1pt from first 3. They’ve gotten 4 wins over last 6, Villa have to translate cup form to #PL
Newcastle 2 losses + 9GA in last 3 games
Model predicts DRAW🤝
Full preview👇
https://t.co/OsWWvI1Gmj
#AVLNEW

[Sport by the numbers @SportByTNumbers]

@NUFC Finally see Murphy rotated out, he’s looked off the pace recently. Miley & Willock have huge roles in midfield today, they can’t get overrun like in the Leeds or Coventry games

https://t.co/cjjcqzcj0G

[Sport by the numbers @SportByTNumbers]

Villa vs Newcastle is LIVE🚨
Villa have rebounded after early season form 1pt from first 3. They’ve gotten 4 wins over last 6, Villa have to translate cup form to #PL
Newcastle 2 losses + 9GA in last 3 games
Model predicts DRAW🤝
Full preview👇
https://t.co/OsWWvI1Gmj
#AVLNEW

[Sport by the numbers @SportByTNumbers]

@RCSA @PSG_inside Not a lot of surprises in the lineup, hopefully it’s enough.
Maybe Reyna can help with the creative struggles that Strasbourg have suffered from recently but he can’t do it alone.
We need to bounce back from these losses

[Sport by the numbers @SportByTNumbers]

Strasbourg v PSG is LIVE🚨
Strasbourg struggling for form, 2 losses before this & worrying trend of low SOT 3/1/2 in last 3
PSG have rebounded from early season wobbles, won 5 in a row
DEF is prob for both
Model predicts🔵🔴
Full preview👇
https://t.co/sTmBnzBBKV
#RCSAPSG #Ligue1

[Sport by the numbers @SportByTNumbers]

@PSG_inside Zaïre-Emery with the start, nice, big chance for him👀👀
I’m excited to see what Akliouche can do again tonight.
Time to get the win💪

https://t.co/nx1YICwcvs

[Sport by the numbers @SportByTNumbers]

Strasbourg v PSG is LIVE🚨
Strasbourg struggling for form, 2 losses before this & worrying trend of low SOT 3/1/2 in last 3
PSG have rebounded from early season wobbles, won 5 in a row
DEF is prob for both
Model predicts🔵🔴
Full preview👇
https://t.co/sTmBnzBBKV
#RCSAPSG #Ligue1

[Sport by the numbers @SportByTNumbers]

FT1️⃣-0️⃣🟠⚫️🟢
VIBE CHECK: HOW GOOD DOES IT FEEL?
I said in my🎥 I thought today was the day!
Allegri set Napoli up so negatively, their changes in the 2nd were too little too late. How damaging is this for him? 3-1-5 overall, defeat in both #UCL game
#VeneziaNapoli #SerieAEnilive

[Venezia FC @VeneziaFC_EN]

What a battle. What a win.

#ArancioNeroVerde 🟠⚫🟢

[Sport by the numbers @SportByTNumbers]

Venezia v Napoli is LIVE🚨
Stroppa sacked after ATA defeat, 6 straight losses. Will Nicola get the new manager bounce?
1st win is close imo, possibly today🟠⚫️🟢
Napoli have no direction w/Allegri
Model predicts🔵
Full video👇
https://t.co/gkXnn6XuY0
#VeneziaNapoli #SerieAEnilive

[Sport by the numbers @SportByTNumbers]

GOALLL1-0🟠⚫️🟢
Adam’s delivers to give Venezia the lead quickly after the restart
Nervy now bc they have something to defend but I think it’s too soon to park the bus
Let’s go, new manager bounce ⏳
#VeneziaNapoli #SerieAEnilive

[Sport by the numbers @SportByTNumbers]

GOALLL2️⃣-2️⃣🟢⚪️
Füllkurg doubles up with the penalty for his second of the night, the full comeback looks on now
Paderborn where did all the guile of the first half go?!?
#SVWSCP #Bundesliga

[Sport by the numbers @SportByTNumbers]

Bremen v Paderborn is LIVE🚨
Bremen have seen huge turnaround from 25/26, earning pts in every game except against Freiburg
Paderborn have struggled to score, no goals in 4 games. 3GF all vs TSG
Model predicts BREMEN🟢⚫️
Full preview👇
https://t.co/3Yi5oPKm7c
#SVWSCP #Bundesliga

[Sport by the numbers @SportByTNumbers]

HT 0️⃣-2️⃣🟢⚪️
Paderborn have taken Bremen by storm, Noll having huge gm 2SVs🧤
Both sides have had their moments in attack, tho it’s Bremen who have the majority of poss (58%)
Stats show it’s a tighter game than the score: 1.18 🆚 0.64xG | 9-7 shots | 5-4 SOT
#SVWSCP #Bundesliga