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football_analytics
đź“Šâš˝ A collection of football analytics projects, data, and analysis by Edd Webster (@eddwebster), including a curated list of publicly available resources published by the football analytics community.
https://github.com/eddwebster/football_analytics
- Part 1 — A Career in Football Analytics, The What
- Part 2 — A Career in Football Analytics, The How
- Part 3 — A Career in Football Analytics, The Reality
- Sports Analytics 101
- Languages and Tools to Learn for Sports Analytics
- Coding for Sports Analytics: Resources to Get Started
- Sports Analytics Reading List
- Free Sports Data Sources
- Where to Watch: Sports Analytics Conference Video Archives
- How to Start a Sports Analytics Club
- Becoming a Data Scientist in Football
- Floris' personal journey of becoming a Data Scientist in the football industry
- Preparing for a technical interview for a Data Science position
- How to start in football analytics
- “Soccer Analytics” course summaries (2022)
- “Soccer Analytics” course summaries (2023)
- How to get a #job in football analytics
- Other questions about job opportunities
- How to become a football data scientist
- Tools for getting started in football analytics.
- What do data analysts and data scientists do at a football club?
- Introduction To Python Masterclass
- Python Match Analysis Masterclass
- 2020
- 2021
- 2022
- 2021
- 2022
- Blackburn Rovers Season Analysis & Summer 2020 Recruitment
- Motherwell Summer 2021 Recruitment Plan
- Nottingham Forest Recruitment Plan Summer 2021
- Sheffield Wednesday Recruitment Plan for the 21/22 season
- Celtic F.C. Opposition Report - bailey-252760152)
- LUFC Squad and Recruitment Analysis Summer 2020
- HTAFC STATTO
- Luton Town full-back analysis and possible targets
- Rochdale Summer Recruitment Plan 2022
- Wolves Recruitment Plan - Summer 2022
- Queens Park Rangers 2022 Summer Recruitment Plan
- Swindon Town Recruitment Plan Summer 2022
- Knees up Mother Brown (KUMB).com
- Sunderland AFC Data Driven Recruitment Plan 22/23
- Ipswich town Recruitment List - 22/23
- West Bromwich Albion Data Recruitment Plan Summer 2022
- Watford’s Recruitment Plan 2022/23
- Nottingham Forest Summer Cruitment Plan 2022
- Notts County: Recruitment Plan
- Ipswich Town 2021/22 Season Overview & 2022/23 Recruitment Plan
- Ipswich Town 2022/23 Recruitment Proposal
- Swansea City Summer 2022 Recruitment Plan
- SWFC Recruitment Plan 22/23
- Sunderland AFC: The future of the first-team squad
- Middlesbrough summer recruitment plan 22/23
- BWFC Analysis
- `Tyrone Mings` - status data, see my [TransferMarkt scraping notebook](https://nbviewer.jupyter.org/github/eddwebster/football_analytics/blob/master/notebooks/1_data_scraping/TransferMarkt%20Web%20Scraping.ipynb) for code with minor fixes to enable code to run).
- `worldfootballR` - data-using-worldfootballr/)])