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Ricardo Heredia

@thenetpass

Data Science & ML | Football Scouting | Medium blog: http://medium.com/@ricardoheredia94

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12.11.2024
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Latest posts by Ricardo Heredia @thenetpass

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In the past 2 weeks I’ve been getting acquainted with SICS, a video-data platform, thanks to the scouting course I’m doing.

The idea was to pick a club and scout 3 players on 3 positions.

I picked @Carabobo_FC and scouted these players.

Gonna be talking about them soon.

17.04.2025 19:22 👍 0 🔁 0 💬 0 📌 0
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A great Sunday 🌞🦮⚽️🇦🇷🎙️

23.03.2025 14:20 👍 0 🔁 0 💬 0 📌 0
https://www.linkedin.com/posts/ricardo-heredia-9b97b0181_market-preparation-for-real-madrid-using-activity-7309147988650528768-nYiS?utm_source=share&utm_medium=member_ios&rcm=ACoAACsCpJ0BtoaDH4KZsmp5C...

I leave the link to the LinkedIn post where I attached the PDF of the complete report, I invite you to check it to get more insights on the rest of the metrics used.

t.co/U9CcjX8Qk1

23.03.2025 09:51 👍 0 🔁 0 💬 0 📌 0

This analysis showcases the potential of integrating young talent into a prestigious club like Real Madrid leveraging the use of elite scouting tools for a scouting decision phase 🔍⚽️⚪️

23.03.2025 09:51 👍 0 🔁 0 💬 1 📌 0
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7/7 📈 Key Findings:

The four final selected players were:

- Right Center-Back: Jan Paul Van Hecke 🇳🇱
- Left-Back: Milos Kerkez 🇭🇺
- Defensive Midfielder: Ryan Gravenberch 🇳🇱
- Pivot: Nico Paz 🇦🇷

23.03.2025 09:51 👍 0 🔁 0 💬 1 📌 0
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6/7 🔋 Performance Insights on one of the final Shortlisted players:

- Van Hecke boasts a 92.9% passing success rate, being crucial for Brighton's build-up play.

An example performance comparison of the shortlisted CBs and their potential according to BeSoccer.

23.03.2025 09:51 👍 0 🔁 0 💬 1 📌 0

5/7 📊 Player Selection Criteria: a set of parameters to narrow the search

- Age: 18-25 y/o
- ELO Rating: >75
- Potential ELO: >80
- REAP: >1.5
- Minutes Played: >2000
- Top Leagues: Premier League, Ligue 1, Bundesliga, Serie A

23.03.2025 09:51 👍 0 🔁 0 💬 1 📌 0
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4/7💡 How:

- Pointing out the Reasons:
• Key players injured in defense/midfield
• Need for a broader squad for multiple competitions along the season
• Top players to add short-mid term value in the pitch and squad

23.03.2025 09:51 👍 0 🔁 0 💬 1 📌 0
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3/7 🔍 Identifying Team Needs:

- Current Squad Data: Analyzed players' minutes, matches, and current value.
- Game Model: Reviewed lineups and performance phases (offensive, defensive, transitions).
- Strengths & Weaknesses: Key performance aspects identified.

23.03.2025 09:51 👍 0 🔁 0 💬 1 📌 0

2/7 The Market Goals 📈

Search players using BeSoccer Pro platform to cover 4 positions on the field:

• Right Center Back
• Left Back
• Defensive Midfield
• Pivot

Shortlist 4 players per position and make a final decision.

23.03.2025 09:51 👍 0 🔁 0 💬 1 📌 0
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1/7 Preparing for the Transfer Market: Data-Driven Scouting Analysis for Real Madrid ⚽️⚪️

As part of the Scouting 360 course at Objetivo Analista, I did an in-depth analysis during the decision phase of the scouting cycle using @besoccerpro.bsky.social 1-week license tool.

Details below🧵

23.03.2025 09:51 👍 1 🔁 0 💬 1 📌 0
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So much talent displayed from Van Heck 🇳🇱 and Huijsen🇪🇸.

Here is a performance comparison between both in Premier League, FA Cup and EFL Cup this season.

Also check their predicted potential in a few years compared to other top CBs.

21.03.2025 05:28 👍 1 🔁 0 💬 0 📌 0
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Crafting a report on Jan Paul Van Hecke (CB | 2000)

Calm under pressure, excels in Brighton's build-up play. Thrives in tight spaces, distributing precisely under pressing. Reads the game well, positions himself in a high-line (can be exposed by quick transitions)

19.03.2025 06:04 👍 0 🔁 0 💬 0 📌 0
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I got one free week of @besoccerpro thanks to the scouting course from Objetivo Analista and the amount of information you can obtain from players is crazy.

This a profile report from Raúl Asencio - Real Madrid.

16.03.2025 15:44 👍 0 🔁 0 💬 0 📌 0
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🇻🇪 Jefferson Savarino Scouting Report

Quick analysis on physical, technical, tactical & mental attributes.

A dynamic winger with excellent vision, high work rate & tactical flexibility.

Surely would add immediate value to any attacking teams.

12.02.2025 10:56 👍 0 🔁 0 💬 0 📌 0
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Revolutionizing Youth Football Scouting: Announcing TransferLab Emerge - Analytics FC TransferLab Emerge is a groundbreaking new data scouting platform that unlocks the best young footballing talent in the world.

Pretty great that @analyticsfc.bsky.social now has a scouting platform specially for youth footballers, including youth leagues and featuring dynamic strength adjusting so you can how they do when they move up a level/age group

analyticsfc.co.uk/blog/2025/02...

10.02.2025 09:11 👍 11 🔁 2 💬 0 📌 0

Been realizing that knowing how to move your data effectively through ML systems and applying MLOps best practices is a must nowadays.

If you work with data it’s a skill that’ll definitely pay off.

Reason why it is one of my main goals for this 2025 💪🏻

09.02.2025 19:49 👍 0 🔁 0 💬 0 📌 0
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Google NotebookLM | Note Taking & Research Assistant Powered by AI Use the power of AI for quick summarization and note taking, NotebookLM is your powerful virtual research assistant rooted in information you can trust.

Just started using NotebookLM to get through papers and articles faster, at least to go over the skimming part quicker. It’s a game changer!

The UI is pretty comfortable, recommended for note taking and asking questions.

04.02.2025 08:23 👍 0 🔁 0 💬 0 📌 0
Scene from The Princess Bride where Vizzinni says "You're trying to kidnap what I've rightfully stolen"

Scene from The Princess Bride where Vizzinni says "You're trying to kidnap what I've rightfully stolen"

OpenAI right now

29.01.2025 20:26 👍 43830 🔁 6308 💬 289 📌 176

Modern football demands specialists AND versatile players. Each role has evolved to meet tactical needs.

Hope this helps understand modern positions better, sure you might have a different way to name profiles, would be glad to hear them 💪🏻

30.01.2025 16:48 👍 0 🔁 0 💬 0 📌 0

⏭️ Forwards

• 9 of reference: Physical reference point, gladiator (Salomón Rondón 🇻🇪)
• Associative: Link-up specialist and finisher, plays like a 9 or 10 (Benzema)
• Mobile: Dynamic space attacker (Mbappe)
• Area Killer: Pure and powerful finisher (Haaland)

30.01.2025 16:48 👍 0 🔁 0 💬 1 📌 0

🪽 Wingers

• Traditional: Pure width, crossing, and speed (Jesús Navas)
• Mixed: Inside/outside threat, can play different different roles in attacking front (Rodrygo)
• Associative: Technical interior player, game creator and finisher (Foden)

30.01.2025 16:48 👍 0 🔁 0 💬 1 📌 0

⚔️ Midfielders (2)

• Positional Pivot: Space controller, quarterback (Xabi Alonso)
• Attacking Midfielder: All-phases master, filtered passes, penetrates area and also scores (Bellingham)
• Playmaker/#10: Creative linker, specially game creation (Wirtz)

30.01.2025 16:48 👍 0 🔁 0 💬 1 📌 0

⚔️ Midfielders (1)

• Box-to-Box: Area-to-area (Valverde)
• Organizing Pivot: Team's brain, superb pass range (Rodri)
• Defensive Pivot: Ball-winner, 3rd CB role at times (Casemiro)
• Interior Pivot: Technical-tactical specialist, good vision and tackler, (Barella)

30.01.2025 16:48 👍 0 🔁 0 💬 1 📌 0

🔋 Full-backs

• Interior-FB: Switches between FB & midfield (Lahm)
• Wing-back: Attacking specialist, width provider (A. Davies)
• Mixed FB: Balanced attack/defense (Marcelo)
• Converted: Former attackers adapted to defense (Hakimi)

30.01.2025 16:48 👍 0 🔁 0 💬 1 📌 0

⚙️ Central Defenders

• Construction CB: Ball progression specialist (Alaba)
• Libero: Sweepes across space behind rest of back line (Van Dijk)
• Stopper CB: Aggressive marker, aerial duelist (JM Giménez)
• Multipurpose CB: System-flexible, versatile defender (Araujo)

30.01.2025 16:48 👍 0 🔁 0 💬 1 📌 0

🔐 Goalkeepers

• Modern/Ball-Playing GK: Masters distribution, acts as sweeper (ter Stegen)
• Area-Dominating GK: Aerial specialist, great at 1v1s (Curtois)
• Reflex/Instinctive GK: Six-yard box specialist, amazing reaction saves (Casillas)

30.01.2025 16:48 👍 0 🔁 0 💬 1 📌 0

I find really fun and challenging to name players profiles when scouting.

Of course, there are standards, but everyone has a different way to name a profile.

Here’s a thread of my own take on the players profiles I know of 🧵⚽️🔭

30.01.2025 16:48 👍 0 🔁 0 💬 1 📌 0
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Bournemouth under Iraola: Why have the Cherries been so good this season? With Bournemouth challenging for a top-four place in the Premier League this season, BBC Sport analyses how the Cherries are doing it.

🆕ttx | Bournemouth's 5-0 win v Forest should come as little surprise to anyone who's followed the Cherries' progress under Andoni Iraola.

In my latest piece for BBC Sport, I broke down how Iraola has made them so good with his structured chaos.

www.bbc.com/sport/footba...

26.01.2025 12:58 👍 18 🔁 5 💬 0 📌 1
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The Tactical DNA of Carabobo FC: A Game Model Analysis⚽️🇻🇪 As 2024 kicked off, I made a decision that would help me deepen my understanding of football: enrolling in the Scouting 360 course by Objetivo Analista. My motivation was that I wanted to dive deeper…

I invite you to read the Medium article for more details:

ricardoheredia94.medium.com/the-tactical...

26.01.2025 23:30 👍 0 🔁 0 💬 0 📌 0