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AI Under Pressure Podcast: Analytics 101 - FREE LISTEN

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Manage episode 214978959 series 99253
Content provided by Anfieldindex Pro Limited. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Anfieldindex Pro Limited or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.

Dan Kennett hosts this Under Pressure podcast and he's joined by Gags Tandon, Simon Brundish and Daniel Rhodes for a special Analytics 101! On this first part of a doubleheader, the A-Team go through the data sources they use and what data collection methods they undertake for every Under Pressure podcast you listen. If you want to know what goes on behind the scenes and how much work goes into every podcast, make sure you listen in!


You can listen in every week via the AI:PRO service by signing up and receiving a FREE week's trial here: anfieldindex.com/join


Discussion points include:


Data Sources

1.1) On-Ball (Opta)

1.2) Off-Ball (Camera/GPS tracking)

1.3) Pressing


Data Collection

2.1) Raw Opta data

2.2) Analytics/Measures derived from Opta data

2.3) Data collection examples


Data Analysis


  • Basic Analytics/Measures we create based on what we collect:
  • Per90 stats. Why per90? Why not totals or per match?
  • Quirks with the Opta data you might not know about
  • Fancy Analytics/Measures we create based on what we collect
  • Analytics on physical data
  • Video analysis

Data presentation/interpretation


  • How do we finalise the outputs for UP? Not only the analysis on the Podcast but charts/images used in tweets from the account.
  • Key pitfalls in interpreting the data

To listen to the AI Under Pressure Podcast every week make sure you sign up to AI:PRO via the website and get a FREE 1 week trial too: anfieldindex.com/join


Hosted on Acast. See acast.com/privacy for more information.

Learn more about your ad choices. Visit podcastchoices.com/adchoices

  continue reading

4304 episodes

Artwork
iconShare
 
Manage episode 214978959 series 99253
Content provided by Anfieldindex Pro Limited. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Anfieldindex Pro Limited or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.

Dan Kennett hosts this Under Pressure podcast and he's joined by Gags Tandon, Simon Brundish and Daniel Rhodes for a special Analytics 101! On this first part of a doubleheader, the A-Team go through the data sources they use and what data collection methods they undertake for every Under Pressure podcast you listen. If you want to know what goes on behind the scenes and how much work goes into every podcast, make sure you listen in!


You can listen in every week via the AI:PRO service by signing up and receiving a FREE week's trial here: anfieldindex.com/join


Discussion points include:


Data Sources

1.1) On-Ball (Opta)

1.2) Off-Ball (Camera/GPS tracking)

1.3) Pressing


Data Collection

2.1) Raw Opta data

2.2) Analytics/Measures derived from Opta data

2.3) Data collection examples


Data Analysis


  • Basic Analytics/Measures we create based on what we collect:
  • Per90 stats. Why per90? Why not totals or per match?
  • Quirks with the Opta data you might not know about
  • Fancy Analytics/Measures we create based on what we collect
  • Analytics on physical data
  • Video analysis

Data presentation/interpretation


  • How do we finalise the outputs for UP? Not only the analysis on the Podcast but charts/images used in tweets from the account.
  • Key pitfalls in interpreting the data

To listen to the AI Under Pressure Podcast every week make sure you sign up to AI:PRO via the website and get a FREE 1 week trial too: anfieldindex.com/join


Hosted on Acast. See acast.com/privacy for more information.

Learn more about your ad choices. Visit podcastchoices.com/adchoices

  continue reading

4304 episodes

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