PySport supports the Sports Analytics community, mainly with open-source and sharing knowledge.
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Go for it!
#AnalyticsCup
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𝐀𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬 𝐂𝐮𝐩 𝟐.𝟎 𝐢𝐬 𝐡𝐞𝐫𝐞. 🇪🇺🇺🇸
Following the success of the first edition, @PySportOrg and @SkillCorner are inviting the analytics community to work with open-source sports data.
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🔷 Simply 𝚙𝚒𝚙 𝚒𝚗𝚜𝚝𝚊𝚕𝚕 "𝚍𝚊𝚝𝚊𝚋𝚊𝚕𝚕𝚙𝚢[𝚔𝚕𝚘𝚙𝚙𝚢]" to get started with data synchronization, pitch control (space occupation), computing distance covered, individual player possessions etc.
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Now, any 𝐤𝐥𝐨𝐩𝐩𝐲 supported event data provider (IMPECT, Statsbomb, DataFactory, Sportec, Opta, Wyscout and Metrica), and tracking data provider (SkillCorner, Hawk-Eye, Gradient Sports, Signality, Sportec, Stats Perform, Metrica and TRACAB) load into 𝐝𝐚𝐭𝐚𝐛𝐚𝐥𝐥𝐩𝐲.
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⚽ 𝐊𝐥𝐨𝐩𝐩𝐲 𝐢𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧 𝐟𝐨𝐫 𝐃𝐚𝐭𝐚𝐁𝐚𝐥𝐥𝐏𝐲
Another day, another big open-source football analytics announcement!
𝐝𝐚𝐭𝐚𝐛𝐚𝐥𝐥𝐩𝐲, a Python package to load, synchronize and analyze football tracking and event data, directly loads with 𝐤𝐥𝐨𝐩𝐩𝐲.
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🔷 𝐤𝐥𝐨𝐩𝐩𝐲 𝐯𝟑.𝟏𝟖.𝟎 𝐬𝐩𝐨𝐧𝐬𝐨𝐫𝐞𝐝 𝐛𝐲 𝐈𝐌𝐏𝐄𝐂𝐓
Today marks another big day for football analytics! Together with @impect_official we release a novel dataset with event data for the 𝟐𝟎𝟐𝟑/𝟐𝟒 𝐆𝐞𝐫𝐦𝐚𝐧 𝐁𝐮𝐧𝐝𝐞𝐬𝐥𝐢𝐠𝐚.
kloppy.pysport.org/
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𝐀𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬 𝐂𝐮𝐩 𝐀𝐧𝐧𝐨𝐮𝐧𝐜𝐞𝐦𝐞𝐧𝐭
Due to the overwhelming interest we have made the decision to close registrations on 𝐖𝐞𝐝𝐧𝐞𝐬𝐝𝐚𝐲 𝟐𝟐𝐧𝐝 𝐎𝐜𝐭𝐨𝐛𝐞𝐫 (𝐌𝐢𝐝𝐧𝐢𝐠𝐡𝐭 𝐂𝐄𝐓).
𝐒𝐢𝐠𝐧 𝐔𝐩 pysport.org/analytics-cup
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We’re excited to launch the 𝐒𝐤𝐢𝐥𝐥𝐂𝐨𝐫𝐧𝐞𝐫 𝐗 𝐏𝐲𝐒𝐩𝐨𝐫𝐭 𝐀𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬 𝐂𝐮𝐩 - a hackathon-style challenge that will bring together the community to collaborate, compete, and innovate using open-source @SkillCorner data.
👉 Sign up pysport.org/analytics-cup
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🔷 𝗸𝗹𝗼𝗽𝗽𝘆 𝘃𝟯.𝟭𝟳.𝟭
Yesterday, we pushed a new minor release (3.17.1) to fix some minor (yet annoying) bugs.
𝐑𝐞𝐥𝐞𝐚𝐬𝐞 𝐍𝐨𝐭𝐞𝐬: github.com/PySport/kloppy/re…
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🔷 𝐏𝐲𝐒𝐩𝐨𝐫𝐭 𝐗 𝐏𝐲𝐃𝐚𝐭𝐚 𝐄𝐢𝐧𝐝𝐡𝐨𝐯𝐞𝐧 𝐂𝐚𝐥𝐥 𝐟𝐨𝐫 𝐏𝐫𝐨𝐩𝐨𝐬𝐚𝐥𝐬! 🔶
On December 9th @PydataEindhoven and @PySportOrg will organize 𝐏𝐲𝐃𝐚𝐭𝐚 𝐄𝐢𝐧𝐝𝐡𝐨𝐯𝐞𝐧 𝟐𝟎𝟐𝟓!
𝐌𝐨𝐫𝐞 𝐢𝐧𝐟𝐨: lnkd.in/eBGWKs3V
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🤝 𝐈𝐌𝐏𝐄𝐂𝐓 𝐛𝐞𝐜𝐨𝐦𝐞𝐬 𝐏𝐲𝐒𝐩𝐨𝐫𝐭'𝐬 𝐟𝐢𝐫𝐬𝐭 𝐬𝐩𝐨𝐧𝐬𝐨𝐫!
In a landscape dominated by proprietary tools and fragmented standards, we're excited to announce our partnership with @impect_official to support more open and interoperable football analytics.
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🔷 𝐏𝐲𝐒𝐩𝐨𝐫𝐭 𝐗 𝐏𝐲𝐃𝐚𝐭𝐚 𝐄𝐢𝐧𝐝𝐡𝐨𝐯𝐞𝐧 𝟐𝟎𝟐𝟓 🔶
On December 9th @PydataEindhoven and PySport will once again join forces to host an incredible one day event!
The Call for Proposals will follow soon, so if you have a cool project or idea brewing, stay tuned!
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🚀 Ingestify 0.7.0 is live
Parsing football data with kloppy is fun. The hard bit is fetching raw files and keeping them clean and version-safe.
That’s the gap Ingestify fills.
github.com/PySport/ingestify
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⚽ 𝐏𝐲𝐒𝐩𝐨𝐫𝐭 𝐗 𝐒𝐭𝐚𝐭𝐬𝐏𝐞𝐫𝐟𝐨𝐫𝐦 𝐂𝐨𝐦𝐦𝐮𝐧𝐢𝐭𝐲 𝐓𝐢𝐜𝐤𝐞𝐭𝐬
We're excited to announce that 𝐹𝑟𝑒𝑒 𝐶𝑜𝑚𝑚𝑢𝑛𝑖𝑡𝑦 𝑇𝑖𝑐𝑘𝑒𝑡𝑠 are now available for our 𝑃𝑦𝑆𝑝𝑜𝑟𝑡 𝑋 𝑆𝑡𝑎𝑡𝑠𝑃𝑒𝑟𝑓𝑜𝑟𝑚 London event on March 17th!
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🌉🌁 𝐁𝐮𝐢𝐥𝐝𝐢𝐧𝐠 𝐛𝐫𝐢𝐝𝐠𝐞𝐬!
We brought together contributors from different open source projects to discuss how we can align our work and improve interoperability in football analytics.
Looking forward to the next steps. #FootballAnalytics #OpenSource #PySport
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🌍 𝐏𝐲𝐒𝐩𝐨𝐫𝐭 𝐒𝐮𝐫𝐯𝐞𝐲 𝟐𝟎𝟐𝟓
We're still looking for more responses to the 2025 PySport Survey!
Since our last post we've been able to add:
- 🇧🇷 Brazil
- 🇮🇹 Italy
- 🇮🇩 Indonesia
👉 forms.gle/uHqr3NcePzbBrm5ZA
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💰 Finally, if you are a frequent user of @kloppy_dev or want to buy Pieter or Dries a coffee for all their fantastic work, consider donating to PySport.
You can donate via the QR code below or at pysport.org
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🎄 𝐤𝐥𝐨𝐩𝐩𝐲==𝟑.𝟏𝟔.𝟎
Happy Holidays to the Sports Analytics Community!
This release contains some exciting updates, you can find the highlights in this thread.
But first, we're really excited that @p_robberechts has officially joined as a maintainer! 💙
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💸𝐏𝐲𝐒𝐩𝐨𝐫𝐭 𝐢𝐬 𝐧𝐨𝐰 𝐨𝐩𝐞𝐧 𝐭𝐨 𝐝𝐨𝐧𝐚𝐭𝐢𝐨𝐧𝐬!
We're now accepting donations to advance open-source sports analytics. Your contribution helps develop innovative open source tools and fosters the community.
🚀 Donate via QR code or at pysport.org
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🏈 𝐮𝐧𝐫𝐚𝐯𝐞𝐥𝐬𝐩𝐨𝐫𝐭𝐬==𝟎.𝟐.𝟎
Last week marked the release of a new version of 𝐮𝐧𝐫𝐚𝐯𝐞𝐥𝐬𝐩𝐨𝐫𝐭𝐬!
It now supports converting #BigDataBowl data into Graphs, and it rocks a @DataPolars backend for significantly improved performance!
🔗 tinyurl.com/unravel-bdb-guid…
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🐍 The annual Python Developers Survey needs your honest answer on your favorite Python-related event 😍
It's that time again: we're kicking off this year's Python Developers Survey in partnership with @JetBrains! Contribute to the understanding of the Python community and join in the 2024 survey 🐍📝 #python #pythondevsurvey
survey.alchemer.com/s3/80098…
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▶️ Yannis will talk about efficiently scaling tracking data infrastructure and automatically deriving metrics to enhance event data analysis.
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⚽️ Our third and final talk is by Yannis Moudere. Yannis works as a Tracking Data Specialist for @ParmaCalcio_en and will talk about:
𝐸𝑛ℎ𝑎𝑛𝑐𝑖𝑛𝑔 𝐸𝑣𝑒𝑛𝑡 𝐴𝑛𝑎𝑙𝑦𝑠𝑖𝑠 𝑎𝑡 𝑆𝑐𝑎𝑙𝑒: 𝐿𝑒𝑣𝑒𝑟𝑎𝑔𝑖𝑛𝑔 𝑇𝑟𝑎𝑐𝑘𝑖𝑛𝑔 𝐷𝑎𝑡𝑎 𝑖𝑛 𝑆𝑝𝑜𝑟𝑡𝑠
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They discuss using YOLO computer vision from single-camera tennis match footage to create actionable insights for strength and conditioning coaches from @KNLTB
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🎾 The next PySport talk by Max Brouwer and Matthias Kempe is titled:
𝐶𝑜𝑚𝑝𝑢𝑡𝑒𝑟 𝑣𝑖𝑠𝑖𝑜𝑛 𝑎𝑡 𝑡ℎ𝑒 𝐷𝑢𝑡𝑐ℎ 𝑇𝑒𝑛𝑛𝑖𝑠 𝐹𝑒𝑑𝑒𝑟𝑎𝑡𝑖𝑜𝑛: 𝑈𝑡𝑖𝑙𝑖𝑧𝑖𝑛𝑔 𝑌𝑂𝐿𝑂 𝑡𝑜 𝑐𝑟𝑒𝑎𝑡𝑒 𝑖𝑛𝑠𝑖𝑔ℎ𝑡𝑠 𝑓𝑜𝑟 𝑐𝑜𝑎𝑐ℎ𝑒𝑠
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🏐 Asking @AlienPawi some hard-hitting questions on his performance during the first match of the official PySport Beach volleyball tournament and how the tractor interfered with his strategic setup during the game.
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🚴♀️We’re getting started with the first Sports Analytics talk by Rob Claessens titled:
𝑃𝑟𝑒𝑑𝑖𝑐𝑡𝑖𝑛𝑔 𝑡ℎ𝑒 𝑆𝑝𝑟𝑖𝑛𝑔 𝐶𝑙𝑎𝑠𝑠𝑖𝑐𝑠 𝑜𝑓 𝑐𝑦𝑐𝑙𝑖𝑛𝑔 𝑤𝑖𝑡ℎ 𝑚𝑦 𝑓𝑖𝑟𝑠𝑡 𝑁𝑒𝑢𝑟𝑎𝑙 𝑁𝑒𝑡𝑤𝑜𝑟𝑘.
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⚽️ Our very own Koen de Raad is about to hand out a round of bitterballen from this beautiful silver platter!
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🐍 @PydataEindhoven today!
We have 3 talks in the @PySportOrg highlighted track, let’s hope the talks are better than the pitch @PSV
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The videos of our last meetup at the @statsperform office are out on youtube!
Presentations by @p_robberechts, @numberstorm and @patricklucey. Thanks @andycoops83 for co-organising this great event!
piped.video/watch?v=ISFkEz63…
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The schedule for @PydataEindhoven is live 🥳
Lots of very interesting talks including 3 PySport presentations.
Check out the schedule here: pydata.org/eindhoven2024/sch…
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🐍 Go submit your PySport X @PydataEindhoven proposal before the deadline expires!
🔗tinyurl.com/PySportXPyData
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As PySport we took this opportunity to present our goals and ambitions, and during the breaks we had some wonderful chats with the attendees too about the importance of supporting or contributing to open-source.
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⚽️ 𝐏𝐲𝐒𝐩𝐨𝐫𝐭 𝐗 𝐒𝐭𝐚𝐭𝐬𝐏𝐞𝐫𝐟𝐨𝐫𝐦
On Tuesday we had the incredible opportunity to host the second-ever PySport meetup. We were amazed by the turnout as we welcomed 50 experts in the field of (football) analytics to the @StatsPerform head office in London.
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⚽️ 𝐏𝐲𝐒𝐩𝐨𝐫𝐭 𝐗 𝐒𝐭𝐚𝐭𝐬𝐏𝐞𝐫𝐟𝐨𝐫𝐦
We’re absolutely ecstatic to announce that @StatsPerform will host the second-ever PySport meetup on the 19th of March, in London.
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This year, at the @PydataEindhoven conference on July 11, 2024, held in the @PhilipsStadion, we're honored to be the "Highlighted Topic," securing a couple dedicated talk slots for the sports analytics community.
CFP: pydata.org/eindhoven2024
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We have some very exciting news!
𝐓𝐨𝐝𝐚𝐲 𝐏𝐲𝐒𝐩𝐨𝐫𝐭 𝐡𝐚𝐬 𝐛𝐞𝐜𝐨𝐦𝐞 𝐚𝐧 𝐨𝐟𝐟𝐢𝐜𝐢𝐚𝐥𝐥𝐲 𝐫𝐞𝐠𝐢𝐬𝐭𝐞𝐫𝐞𝐝 𝐧𝐨𝐧-𝐩𝐫𝐨𝐟𝐢𝐭! ⚽️
Keep a close eye on our channels in the coming weeks for more exciting updates.
LTR: Koen de Raad,@mr_le_fox and @unravelsports
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