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reep updates: - the reep register has a new home! reep.football - we're almost at 500k ⚽ entities across 44 providers. please keep sending any mappings or datasets you have - we now have competition and season ids across several providers, coverage will increase slowly - icymi: reep_id is a new stable identifier for all entities across providers. so one id -> any player, team, coach, competition, season, etc if you have any mappings or IDs to share (statsbomb needed, anything football related, even games, are useful), please use the anonymous upload on the site to share them. you can also DM me links

Beyond excited to share my 3rd book, The Pinnacle Effect! Explore how context reshapes match demands across men’s, women’s & youth international football. Thanks to those that supported me along the way. Link👇 amazon.com/PINNACLE-EFFEC…

Yenildik. Fakat bu savaşı kaybetmek değil, bir muharebede geri çekilmek anlamına geliyor. YouTube yaptırımları ve karartmalarıyla baş edemedik. Algoritma içeriklerimizi göstermemeye, abonelerimizle rabıtamızı bozmaya da başladı. Uzun vadede kendi platformumuzu kurma sözüm baki ama kısa vadede bir taktik manevra yapacağız. TamgaTürk YouTube kanalı, bir süreliğine KuzgunTV kanalına taşınıyor. Bütün dostlarımızdan ricam, eski abonelerimizin hepsine ulaşabilmemiz için bunu mümkün olduğunca yaymaları. Her gün gündemi yorumlamaya, Türk ve medeniyet düşmanlarını ifşa etmeye devam edeceğiz. Ben size verdiğim sözü ömrüm oldukça tutmaya devam edeceğim. @KuzgunTube" target="_blank" rel="nofollow noopener">youtube.com/@KuzgunTube

🚀 𝗕𝗶𝗴 𝗻𝗲𝘄𝘀 𝗳𝗼𝗿 𝘁𝗵𝗲 𝗳𝗼𝗼𝘁𝗯𝗮𝗹𝗹 𝗮𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 𝗰𝗼𝗺𝗺𝘂𝗻𝗶𝘁𝘆! We at @impect_official are thrilled to announce the release of our 𝗼𝗽𝗲𝗻 𝗱𝗮𝘁𝗮 – the 𝗺𝗼𝘀𝘁 𝗰𝗼𝗻𝘁𝗲𝘅𝘁𝘂𝗮𝗹𝗶𝘇𝗲𝗱 𝗲𝘃𝗲𝗻𝘁 𝗱𝗮𝘁𝗮𝘀𝗲𝘁 𝗶𝗻 𝗳𝗼𝗼𝘁𝗯𝗮𝗹𝗹, covering the 𝟮𝟬𝟮𝟯/𝟮𝟰 𝗕𝘂𝗻𝗱𝗲𝘀𝗹𝗶𝗴𝗮 𝘀𝗲𝗮𝘀𝗼𝗻, including Bayer 04 Leverkusen’s historic invincible campaign. Together with our friends at @PySportOrg, this dataset is now available through 𝗞𝗹𝗼𝗽𝗽𝘆 and our 𝗱𝗲𝗱𝗶𝗰𝗮𝘁𝗲𝗱 𝗚𝗶𝘁𝗛𝘂𝗯 𝗿𝗲𝗽𝗼𝘀𝗶𝘁𝗼𝗿𝘆. This release marks an exciting step forward for the open-source football analytics ecosystem. We can’t wait to see what the community creates with this data! A massive thank you to @unravelsports, @mr_le_fox, Koen de Raad, Dries Deprest and the entire @PySportOrg team for their collaboration and for making the Kloppy integration possible. 🚧 Let’s build together! (Links in the threads 👇)

Excited to share something for the football analysis community. I’ve created an open-source repository on web scraping football data from popular websites. It’s a central place to learn different scraping methods and understand how data is collected 🧵 🔗 github.com/sahil-gidwani/…

23 Nisan, Türk Milleti'nin bağımsızlık ve egemenlik iradesinin adıdır. Gazi Mustafa Kemal Atatürk önderliğinde kurulan ve artık padişahların keyfine göre açılıp kapanmayacak olan Türkiye Büyük Millet Meclisi; emperyalizme, ihanete ve esarete karşı Türk milletinin ayağa kalktığını ilan ettiği gündür. Bu Meclis, yalnızca bir yasama organı değil; Erzurum'dan Sivas'a uzanan kurtuluş mücadelesinin, Türk Milleti'nin bağrından doğan kongrelerin devamı, millet iradesinin tecelli ettiği yerdir. Milli Mücadele'nin ruhu bu çatının altında vücut bulmuştur. Bugün bizlere düşen, hem o kutlu emanete sahip çıkmak hem de Türk milletinin egemenliğine kastedenlerle her alanda mücadele etmektir. Çocuklarımıza, yalnızca anlamlı bir bayram değil; müreffeh bir vatan, Türk’ün hakkına sahip çıkan bir devlet ve aydınlık bir gelecek bırakmak zorundayız. Meclis’in kurulduğu o ilk günkü kararlılık, ortak irade ve demokrasiye olan inanç damarlarımızdadır. Egemenlik, kayıtsız şartsız milletindir! 23 Nisan Ulusal Egemenlik ve Çocuk Bayramımız kutlu olsun.

Kahrolsun İstibdat, yaşasın Hürriyet! @bdincaslan1

Mustafa Kemal'in askerleriyiz ❤️🇹🇷

Continuing the tradition, I have compiled an end-of-year overview of the soccer analytics content that I liked the most in the past year. The 2024 edition includes pointers to over 160 resources, including research papers, blog posts, articles, and books. janvanhaaren.be/posts/soccer-a…

If anyone works at a football club or a company in the EU, Oz or NZ that has a data job available that pays a livable wage and can/could hire a foreigner Please send me a link. Or DM me. My wife and I have had many conversations this year & I am now looking at opportunities

Türk önde, Türk ileri! 🇹🇷

Peru'da Atatürk'ün duvar resmini yaparak 29 Ekim Cumhuriyet Bayramı'nı kutladık ve Perululara Atamızı anlattık. Bayramımız Kutlu Olsun 🇹🇷🇹🇷🇹🇷🇹🇷❤️

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Statsbomb Poster #1: Measuring success with data At the 2024 #StatsbombConference, we prepared two posters displaying some of the latest research from our data science and analysis teams Poster #1 produced by Jaymes Monte, Senior Analyst

This is the first time I am sharing a python code. 😱

Mathematical formula: (𝗜𝗻𝘁𝗲𝗿𝗰𝗲𝗽𝘁𝗶𝗼𝗻 𝗽𝟵𝟬) / (𝗢𝗽𝗽 𝗣𝗼𝘀𝘀 𝗧𝗶𝗺𝗲) * 𝟯𝟬 = 𝗣𝗔𝗱𝗷 𝗜𝗻𝘁𝗲𝗿𝗰𝗲𝗽𝘁𝗶𝗼𝗻 We have the Interception and PAdj Interception values, so it’s a simple equation with one unknown left. What are we waiting for? Let’s calculate!

⚽ Using data from Wyscout's Advanced Search, I looked at players with both Interception and PAdj Interception metrics. The goal? Calculate the opponent's pure possession time while the player is on the pitch. github.com/unarsezer/Foot…

I read ten books about how data has changed football, and was left with one question: has data actually changed football? nytimes.com/athletic/57560…

My latest research paper "Assigning goal-probability value to high intensity runs in football" co-authored with @Robertson_SJ @robaughey @BartDSpencer @jeremypalex is now available (open-access) at PLOS One. journals.plos.org/plosone/articl…

Early stages, but #LFC are fending off opposition counter-attacks well so far (a key weakness last year). Using @footovision data, I looked into their defensive compactness last season - and how they now look more solid in transition. @TheAthleticFC 👇 nytimes.com/athletic/57497…