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NL Ice Data @nlicedata.com · 30/08/2025

🏒📖 Les livres par équipe sont disponibles en français The ONE TEAM books are available en anglais Lugano e Ambri-Piotta in italiano ☺️ 5 CHF each. 44 pages including the 20 pages on your team and all 24 player cards. 👇👇👇 nlicedata.gumroad.com/l/nl2526onet...

nlicedata.gumroad.com

National League Season 2025-2026 Presentation: One team (ENG/FR/IT)

Version française en-dessousExcited for the 2025-2026 edition of the National League?NL Ice Data gets you all the information you need to prepare yourself ahead of the 52 games OF YOUR TEAM.This versi...

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NL Ice Data @nlicedata.com · 19/08/2025

🏒📖 THE eBook IS HERE 🥳 Guide de la saison 2025-26 Season Guide - 304 pages with our projections of goals, assists, points, defensive and offensive impact of every player. - 20 pages per team - 17 000 words - 336 players cards ! nlicedata.gumroad.com/l/nl26presen...

nlicedata.gumroad.com

National League Season 2025-2026 Presentation

Version française disponibleExcited for the 2025-2026 edition of the National League? Our yearly guide is here for you.NL Ice Data gets you all the information you need to prepare yourself ahead of th...

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NL Ice Data @nlicedata.com · 20/08/2025

🏒📖Notre 2ème édition du Guide de saison de National League! - 304 pages avec nos projections de buts, assists et points, d'impact défensif et offensif de chaque joueur - 20 pages par équipe - 17'000 mots - 336 cartes de joueurs nlicedata.gumroad.com/l/guideseaso...

nlicedata.gumroad.com

Guide de la saison de National League 2025-2026

English version availableImpatient de voir la saison 2025-2026 National League commencer? Pour la seconde année, notre guide de présentation vient vous aider à vous préparer. NL Ice Data vous offre to...

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NL Ice Data @nlicedata.com · 18/08/2025

🏒📖📊 DEMAIN / TOMORROW Sort notre 2e guide annuel de la saison de National League 2nd annual pre-season guide will be available Français / English Standings, players projections, etc. Over 17 000 words of analysis, 304 pages. 336 player cards STAY TUNED!

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Thibaud Chatel @thibaudchatel.bsky.social · 13/08/2025

🧐 Il arrive très bientôt... Sooonnnn... Projections, player cards, and new stuff...

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Thibaud Chatel @thibaudchatel.bsky.social · 12/06/2025

🏒📊 Baby wake up, we just dropped NHLe numbers for NCAA divisions. Following a chat with @nhlfoley.bsky.social we explored splitting the NCAA by its divisions, here is the result 👇🏻👇🏻👇🏻 thibaudchatel.substack.com/p/nhle-for-n...

thibaudchatel.substack.com

NHLe for NCAA divisions

Should we split the NCAA?

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Thibaud Chatel @thibaudchatel.bsky.social · 22/05/2025

Yeah? You are using team stats in your model, right?

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Thibaud Chatel @thibaudchatel.bsky.social · 10/05/2025

Il a encore un an de contrat avec Zurich mais pourrait être libéré s’il signe avec Montréal. Il a eu une autre bonne saison, j’en parle dans un podcast qui sort bientot pour @habseyesontheprize.com

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Thibaud Chatel @thibaudchatel.bsky.social · 10/05/2025

📊🏒 New article (a short one…) Using our worldwide database of 50 leagues to predict the World Championships 👇🏻👇🏻👇🏻 thibaudchatel.substack.com/p/predicting...

thibaudchatel.substack.com

Predicting the World Championships?

When it is worth having a worldwide database at hands...

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Thibaud Chatel @thibaudchatel.bsky.social · 23/04/2025

NHLe values updated for 2025. Using our era-adjusted, full network NHLe model. Article here: thibaudchatel.substack.com/p/nhle-numbe...

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Thibaud Chatel @thibaudchatel.bsky.social · 10/01/2025

Maybe we shouldn’t do it in the middle of a season.

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Thibaud Chatel @thibaudchatel.bsky.social · 08/01/2025

(Laughing) it’s been ready since…. Just needs a (significant) update

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Thibaud Chatel @thibaudchatel.bsky.social · 06/01/2025

Damning you for all the great ideas we ll need to implement!

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Thibaud Chatel @thibaudchatel.bsky.social · 18/12/2024

We already mentionned Ludvig Johnson was worth a draft pick, he's now considered a 2nd rounder here. But new player is Jamiro Reber, bursting on the scene in the SHL. thehockeynews.com/news/2025-nh...

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Thibaud Chatel @thibaudchatel.bsky.social · 17/12/2024

Simon Nemec vs David Jiricek. What have they done to our boys?

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Thibaud Chatel @thibaudchatel.bsky.social · 17/12/2024

Habs fan. Kapanen vs Rohrer (1 year younger).

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NL Ice Data @nlicedata.com · 17/12/2024

📊🏒 How are teams doing on the power-play? What are the trends? - Geneva is still 1st, like last season, with the best PP% from our database (since 08/09) and a stable one. - Lausanne had an incredible start. - Ajoie has been deadly lately. - Fribourg slowly but surely getting better.

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Thibaud Chatel @thibaudchatel.bsky.social · 17/12/2024

Pas certains que la AHL soit ben ben attractive pour ce type de joueur. Financièrement et humainement. Sauf si son rêve de NHL est gros comme ça.

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Thibaud Chatel @thibaudchatel.bsky.social · 17/12/2024

The curious case of Charles Édouard D'Astous, who keeps lighting up leagues wherever he goes. NHL next? www.eliteprospects.com/player/25597...

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Thibaud Chatel @thibaudchatel.bsky.social · 15/11/2024

Très honnêtement pas vu 1 minute mais je ne suis pas surpris de ses performances. Un excellent gardien de NL en Suisse + son style personnel doit l'amener à bien performer en AHL. La NHL c'est un autre monde, après 6 matchs c'est trop tôt pour voir.

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NL Ice Data @nlicedata.com · 27/08/2024

📖🏒 SEASON 24-25 NL PRESENTATION eBOOK AVAILABLE ! - 289 pages with our projections of goals, assists, points, defensive and offensive impact of every player. - Projected standings - 19 pages per team - 17 000 words - 307 players cards ! GET IT NOW 👇 nlicedata.gumroad.com/l/nl2025pres...

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Thibaud Chatel @thibaudchatel.bsky.social · 14/02/2024

NEW POST Taking a new approach to era-adjusted scoring stats. Following 2 principles: - Each league needs its own adjustment calculations - We compare the past to today, instead of normalizing history. Article here: thibaudchatel.substack.com/p/adjusting-...

thibaudchatel.substack.com

Adjusting Stats to the Evolution of Scoring around the World.

A new era-adjustment technique.

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Thibaud Chatel @thibaudchatel.bsky.social · 06/02/2024

KHL Win Shares NHLe in my thing went from: 0.73 in 2018 to 0.44 in 2023 0.86 to 0.59 on points NHLe

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Thibaud Chatel @thibaudchatel.bsky.social · 06/02/2024

Getting into it with my Selective Network NHLe, and oh boy... It's crazy to see the top5 leagues going from having an NHLe in the 0.50's if you take the past 10 seasons.... to being in the low 0.40's if you only take the past 5 seasons. How the NHL is pulling away is shocking

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Thibaud Chatel @thibaudchatel.bsky.social · 10/10/2023

Overall, Still clumsy on board battles. Got pickpocketed between his skates for Langnau's 2nd goal. Could not do much but did not see the opponent coming. Much better everywhere else. Looks to be involved a lot, but don't overdo it. Uses his teammates well. Short shifts.

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Thibaud Chatel @thibaudchatel.bsky.social · 10/10/2023

📊🏒 David Reinbacher's 2nd game in 🇨🇭 Almost 22mn TOI this time, despite Kloten only having 2mn of PP. Played 5v5, PK2 and PP2 as usual. Much more comfortable than in game 1 already. Most useful dmen with 9% of his team's offense created by him. Mainly from his shots here

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NL Ice Data @nlicedata.com · 04/10/2023

A @official_EVZ OT win in @zsclions yesterday despite a strong performance from the Lions, especially at 5v5. Find more details about our games tracked at: nlicedata.com#!/subs/game_...

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NL Ice Data @nlicedata.com · 04/10/2023

A game in two chapters between @HCD_offiziell and @scbern_news with a strong Bern debut but a Davos comeback to earn 1 point. Find more details about our games tracked at: nlicedata.com#!/subs/game_...

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Thibaud Chatel @thibaudchatel.bsky.social · 01/10/2023

Re upping this. NHLe for goalies. Using selective networks like we did for players. Also allows us to get a coefficient between 2 random leagues even if there’s no historical precedents. 👇👇👇

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Thibaud Chatel @thibaudchatel.bsky.social · 28/09/2023

🏒📊 New Post. NHLe for Goalies We used the same Selective Network approach to calculate NHLe and other coefficients between any of 50 leagues. Article on Sub 👇👇 thibaudchatel.substack.com/p/goalies-nh...

thibaudchatel.substack.com

Goalies NHLe and League Equivalents

Deciphering Voodoo stuff

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Thibaud Chatel @thibaudchatel.bsky.social · 28/09/2023

thibaudchatel.substack.com

Goalies NHLe and League Equivalents

Deciphering Voodoo stuff

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Reposted by Thibaud Chatel

NL Ice Data @nlicedata.com · 25/09/2023

Another very defensive solid performance for Zurich against Lugano, with a 5-2 win. More details about the games tracked for our subscribers at: nlicedata.com#!/subs/game_...

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NL Ice Data @nlicedata.com · 25/09/2023

After two defeats Geneva won 3-1 against Ajoie, but Ajoie continues to impress with another very solid performance. More details about the games tracked for our subscribers at: nlicedata.com#!/subs/game_...

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Reposted by Thibaud Chatel

NL Ice Data @nlicedata.com · 25/09/2023

We tracked Fribourg's win vs. Geneva. More details about the games for our subscribers at: nlicedata.com#!/subs/game_...

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Thibaud Chatel @thibaudchatel.bsky.social · 21/09/2023

📊🏒As soon as I find some time, will write an article on our NHLe values for goalies, following the same Selective Network system we used for players earlier this summer. Small tease.....

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Thibaud Chatel @thibaudchatel.bsky.social · 21/09/2023

📊🏒As soon as I find some time, will write an article on our NHLe values for goalies, following the same Selective Network system we used for players earlier this summer. Small tease.....

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Thibaud Chatel @thibaudchatel.bsky.social · 12/09/2023

📊🏒 We're back! New article on how we can do player projections for the new season. Goals, assists, how many years of data you need age adjustment league context adjustment... thibaudchatel.substack.com/p/projecting...

thibaudchatel.substack.com

Projecting the new season...

How to do it

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Thibaud Chatel @thibaudchatel.bsky.social · 05/09/2023

Stuff we should do and stuff we do 😑. Remember that top-50 list?

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Thibaud Chatel @thibaudchatel.bsky.social · 05/09/2023

That’s an idea. Just wonder how we find new buddies though. Twitter was the place to make yourself known sharing the work.

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Thibaud Chatel @thibaudchatel.bsky.social · 05/09/2023

New season will be weird in terms of social medias and sharing stuff: I simply hate the idea of having to post and check 2 or 3 social networks… Where will you mainly be? X/Twitter? Bluesky? Threads 2 of them? 3 of them?

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Corey Sznajder @allthreezones.bsky.social · 25/08/2023

New A3Z, The Defenseman Compass: Attempting to break defensemen down by A3Z stats and frying my brain in the process. allthreezones.substack.com/p/the-defens...

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Thibaud Chatel @thibaudchatel.bsky.social · 24/08/2023

NEW NHLe Research Excited to search our new NHLe research with @spz19.bsky.social We built on existing Network NHLe works like CJ Turtoro's, but chose a Selective Network approach. Full article on substack thibaudchatel.substack.com/p/rethinking...

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