Beth @bethlimb.bsky.social · 29/09/2026Been working on some new team data visuals. Trying to bring together team style, key metrics, tactical profile, trends and individual player data into one place. Still a work in progress, but thought I’d share a first look. 📊 000
Beth @bethlimb.bsky.social · 05/09/2026Using data scouting to find undervalued, ball-playing centre backs: bethlimb.medium.com/finding-an-u...bethlimb.medium.comFinding an Undervalued Progressive Centre Back — Data ScoutingIn this piece, the aim is to find an undervalued centre back who can build from the back and defend with a high line, which means we need… 000
Beth @bethlimb.bsky.social · 12/04/2026In this piece I use weighted z-scores across position-specific metrics to surface the players performing most effectively in the second tiers of Europe's T5 Leagues 📊⬇️ medium.com/@bethlimb/fi... #dataanalysis #data #scouting #eflchampionshipmedium.comFinding Talent in the Second TiersMapping the most effective players across Europe’s second tier leagues 020
Beth @bethlimb.bsky.social · 05/04/2026In the first piece of my Data Scouting the Premier League 2 series, I have mapped the #PL2 forward population across five distinct profiles, using z-scores and weighted metric models, to identify who is performing, how, and what type of forward they actually are. medium.com/@bethlimb/da...medium.comData Scouting the Premier League 2: Mapping the Forward LineData Scouting the Premier League 2: Mapping the Forward line Part One of a series applying data-driven scouting methodology to England’s elite development league. Scouting has always been about … 000
Beth @bethlimb.bsky.social · 18/02/2026bethlimb.medium.com/curling-foot...bethlimb.medium.comCurling → Football: A Tactical TranslationThe Winter Olympics are on, and I have completely fallen down a curling rabbit hole (again). 000
Beth @bethlimb.bsky.social · 12/01/2026Great signing for Revs. Goals per 90: 95th percentile Shots per 90: 96th percentile xG per 90: 89th percentile Box touches: 71st percentile 000
Beth @bethlimb.bsky.social · 05/01/2026Yes, any player in any league as long as I can download the data from wyscout (and the player has enough mins for the comparisons to be fair). 000
Reposted by BethBeth @bethlimb.bsky.social · 02/01/2026🇨🇦 CPL season analysis A full statistical breakdown of teams, players, and #CanPL trends. 📊🇨🇦⬇️ 107scouting.substack.com/p/canadian-p...107scouting.substack.comCanadian Premier League 2025 - A Complete Statistical AnalysisAn in-depth examination of the CPL's season through comprehensive data analysis. 002
Beth @bethlimb.bsky.social · 04/01/2026Thanks, Bob. I built a custom scouting dashboard tool that i use for my scouting/analysis work. It processes player data, benchmarks against positional peers, and automatically generates these data reports. 110
Beth @bethlimb.bsky.social · 02/01/2026Levante UD Femenino were once the dominant force in Spanish women’s football winning league titles, cups, and a legacy that helped shape the game. A look back at the forgotten queens of Spain ⬇️ 107scouting.substack.com/p/levante-ud...107scouting.substack.comLevante UD Femenino: The Forgotten Queens of Spanish FootballThere’s been a lot of talk about how far women’s football in Spain has evolved, and how much further it still needs to go. 022
Beth @bethlimb.bsky.social · 02/01/2026Why does football move us so deeply, even when it feels chaotic, unfair, or absurd? Through Camus, I explore why football’s unpredictability is its beauty rather than a flaw. A short essay on meaning, chaos, and why we keep watching. ⬇️ 107scouting.substack.com/p/football-a...107scouting.substack.comFootball and the Absurd: Camus and the Beauty of ChaosFor Albert Camus, football was more than a game; it was a philosophy in motion. His theory of the absurd helps us see the beauty in chaos. 010
Beth @bethlimb.bsky.social · 02/01/2026🇨🇦 CPL season analysis A full statistical breakdown of teams, players, and #CanPL trends. 📊🇨🇦⬇️ 107scouting.substack.com/p/canadian-p...107scouting.substack.comCanadian Premier League 2025 - A Complete Statistical AnalysisAn in-depth examination of the CPL's season through comprehensive data analysis. 002
Beth @bethlimb.bsky.social · 02/01/2026📊 PCA / Damallsvenskan I used PCA to map players and teams across the #Damallsvenskan, looking into stylistic clusters, tactical tendencies, and how clubs actually differ beyond results. 📈⬇️ 107scouting.substack.com/p/damallsven...107scouting.substack.comMapping the Damallsvenskan: A PCA Analysis of Sweden's Footballing IdentitiesA data-driven exploration of playing styles in Sweden's elite women's football. 010
Beth @bethlimb.bsky.social · 09/11/2025Arsenal are reportedly closing in on Smilla Holmberg from Hammarby. The data shows a dynamic, attack-minded full-back. Questions remain around defensive volume and adapting to the WSL's transition speed. Full analysis: 107scouting.substack.com/p/smilla-hol... #ArsenalWFC #WSL107scouting.substack.comSmilla Holmberg (Hammarby) - Scout ReportA comprehensive 3,500-word analysis of Arsenal's reported signing 020
Beth @bethlimb.bsky.social · 09/11/2025Back analysing the Damallsvenskan after what's been a fascinating season to follow. I used Principal Component Analysis to compress dozens of metrics into two dimensions, revealing tactical patterns across the league: 107scouting.substack.com/p/damallsven... #woso #dataanalysis #damallsvenskan107scouting.substack.comMapping the Damallsvenskan: A PCA Analysis of Sweden's Footballing IdentitiesA data-driven exploration of playing styles in Sweden's elite women's football. 020
Beth @bethlimb.bsky.social · 07/11/2025Smilla Holmberg - Scout Report open.substack.com/pub/107scout...open.substack.comSmilla Holmberg (Hammarby) - Scout ReportA comprehensive 3,500-word analysis of Arsenal's reported signing 000
Beth @bethlimb.bsky.social · 05/10/2025Using data and statistical modelling from weighted percentiles to PCA to identify how full-backs contribute to attacking play in MLS 2025. medium.com/@bethlimb/bu... #MLS #DataAnalysismedium.comThe Attacking Full-Back Index: Measuring Offensive Contribution in MLS 2025Full-backs have become one of the most tactically interesting and diverse roles in football. Within the frames of a team’s tactical… 010
Beth @bethlimb.bsky.social · 03/10/2025Evander: 17 goals and 11 assists. How one player has carried FC Cincinnati Full data breakdown 👇 #MLS #data #analysis bethlimb.medium.com/evander-fc-c...bethlimb.medium.comEvander — FC Cincinnati (Data Report)We are 32 games into the 2025 MLS season as this report is being written. Cincinnati, lead by Head Coach Pat Noonan, find themselves… 000
Beth @bethlimb.bsky.social · 02/10/2025Diego Luna (Box Crasher, Real Salt Lake) Emerging as one of the most dangerous attacking midfielders in the MLS. Relentless ball progression, strong shot volume, and excels when in the box. He profiles as a creative threat who can consistently impact the final third. #MLS #data #scouting 020
Beth @bethlimb.bsky.social · 02/10/2025Evander (Box Crasher, FC Cincinnati) Evander is one of this season's standout creators. High shot output, consistent progressive runs, and a box-crashing profile. #MLS #scouting #fccincinnati 010
Beth @bethlimb.bsky.social · 30/09/2025Esme Morgan - Washington Spirit. Calm in possession, excels with accurate long passes & defensive duels. A composed left-footed CB with balance in build-up and defending. #NWSL #WashingtonSpirit #Scouting 010
Beth @bethlimb.bsky.social · 30/09/2025Delphine Cascarino — San Diego Wave’s unlocker. Combines dribbling, ball progression & final-third quality. A wide forward who thrives when breaking defensive lines. #NWSL #SanDiegoWave #Scouting @sandiegowavefc.com 031
Beth @bethlimb.bsky.social · 09/09/2025Gdańsk: Poland’s Rebel City bethlimb.medium.com/gda%C5%84sk-...bethlimb.medium.comGdańsk: Poland’s Rebel CityWhere football, politics and protest unite. 000
Beth @bethlimb.bsky.social · 09/09/2025Lost Sailors: Navigating Olympique Marseille’s season through the words of Jean-Claude Izzo bethlimb.medium.com/lost-sailors...bethlimb.medium.comLost Sailors: Navigating Olympique Marseille’s season through the words of Jean-Claude Izzo“Marseille isn’t a city for tourists. There’s nothing to see. Its beauty cannot be photographed, it can only be shared” — Jean-Claude Izzo. 100
Beth @bethlimb.bsky.social · 09/09/2025Using data to identify playing styles across the USL Championship 2024 bethlimb.medium.com/usl-champion...bethlimb.medium.comUsing data to identify playing styles across the USL Championship 2024In today’s football landscape, data has become a crucial tool for identifying playing styles and team dynamics, particularly in rapidly… 100
Beth @bethlimb.bsky.social · 09/09/2025EFL League One Transfer Trends medium.com/@bethlimb/tr...medium.comTransfer Trends: A Retrospective look at EFL League One Recruitment Analysis in the summer windowWith the January transfer window in full flow, I decided to take a look back at the previous Summer Window to get back into some data… 110
Beth @bethlimb.bsky.social · 09/09/2025Ellie Carpenter - Scout Report medium.com/@bethlimb/el...medium.comEllie Carpenter (Chelsea F.C.) -Scout ReportEllie Carpenter has established herself as one of the standout full-backs in women’s football, she is known for blnending defensive… 100
Beth @bethlimb.bsky.social · 09/09/2025Uni’s done ✅ which means more time for writing! I’ll be posting regularly again soon, but for now, here are a few of my favourite pieces I’ve worked on 👇 100
Beth @bethlimb.bsky.social · 05/09/2025'Her ability to individually advance the ball and generate direct attacking opportunities is invaluable. These are the attacking qualities that made her integral to OL & something Chelsea will look to utilise.' Pleased to see Ellie Carpenter have a fantastic #WSL debut for @chelseafcw.bsky.social 010
Beth @bethlimb.bsky.social · 04/09/2025Context: Team style matters: players on high-possession or high-press sides are more likely to get more touches in advanced zones, boosting box-entry and possession value metrics. 000
Beth @bethlimb.bsky.social · 04/09/2025Wing-to-box supply: crosses into the box. Dribble threat - but only when it translates into entries or passes (not just take‑ons for their own sake). 100
Beth @bethlimb.bsky.social · 04/09/2025What the score is really indicating: Repeatable chance creation: consistent xA/key passes plus passes into the PA and deep completions. Field tilting: progressive passes/runs and passes to the final third. 100
Beth @bethlimb.bsky.social · 04/09/2025Dali, Rodriguez, and Bia Zaneratto sit just below and are more balanced across progression and possession value, with enough box-entry actions to separate them from the pack. 100
Beth @bethlimb.bsky.social · 04/09/2025Cascarino: strong in crossing & 1v1s plus box/penalty-area deliveries; suggesting she's 3 high volume wing creator who creates from wide. Debinha: heavier on possession value (xA, key passes) and progression; a more of a 10/ forward profile who is capable of unlocking compact blocks. 100
Beth @bethlimb.bsky.social · 03/09/2025Delighted to have graduated from The Open University with a First Class BA (Hons) in History this past July. Studying part-time while balancing writing and scouting work was certainly challenging but it taught me so many valuable skills. Excited for what's next 🎓 000
Beth @bethlimb.bsky.social · 19/07/2025Ellie Carpenter - Scout Report @chelseafcw.bsky.social #chelsea #wsl bethlimb.medium.com/ellie-carpen...bethlimb.medium.comEllie Carpenter (Chelsea F.C.) -Scout ReportEllie Carpenter has established herself as one of the standout full-backs in women’s football, she is known for blnending defensive… 010
Beth @bethlimb.bsky.social · 05/02/2025Mason Melia has signed for Spurs. Great move for him and fantastic for the club, he's got such high potential and it's a pretty low-risk transfer for Tottenham. Special player 💫 Here's a scout report I wrote about Melia a few months ago ⬇️ #THFC #Tottenham bethlimb.substack.com/p/mason-meli...bethlimb.substack.comMason Melia: The Irish sensation making a name for himself - Scout ReportThe League of Ireland has been quietly developing some incredibly talented young players for a while now. 010
Beth @bethlimb.bsky.social · 19/11/2024Some words I wrote for @breakingthelines.com breakingthelines.com/womens-footb...breakingthelines.comWhy Rosa Kafaji Could Inject a Much-Needed Creative Spark into Arsenal’s Attack - Breaking The LinesArsenal Women's start to the season has been far from impressive. Whilst they have managed to shake off a rocky introduction with four wins in their last five, the Gunners still find themselves one po... 012
Beth @bethlimb.bsky.social · 26/03/2024bethlimb.substack.com I've started my own publication over on Substack ⬇️bethlimb.substack.comBeth's Football Stack | SubstackMy thoughts on all things football, tactical analyses, scout reports, historical and opinion pieces. Click to read Beth's Football Stack, a Substack publication. Launched 6 days ago. 000
Beth @bethlimb.bsky.social · 01/02/2024Scout report on #swfc starlet Bailey-Tye Cadamarteri ⬇️ totalfootballanalysis.com/article/bail...totalfootballanalysis.comBailey-Tye Cadamarteri: Sheffield Wednesday’s academy graduate enjoying a breakout season - Total ...Sheffield Wednesday have endured some tough times both on and off the pitch recently. The departure of Darren Moore shortly after gaining promotion back to the EFL Championship and the torrid tenure o... 000