Thibaud Chatel
@thibaudchatel.bsky.social
📊🏒 Hockey analyst. Analytics 📈 for @nlicedata.com. 🏆 DataCup 2021. Préfère les buts qui n’existent pas. http://linktr.ee/tchatel
Reposted by Thibaud Chatel
🏒📖 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...
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...
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...
nlicedata.gumroad.com
August 30, 2025 at 11:31 AM
🏒📖 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...
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...
Reposted by Thibaud Chatel
🏒📖 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...
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...
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...
nlicedata.gumroad.com
August 19, 2025 at 9:21 AM
🏒📖 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...
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...
Reposted by Thibaud Chatel
🏒📖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...
- 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...
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...
nlicedata.gumroad.com
August 20, 2025 at 9:29 AM
🏒📖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...
- 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...
Reposted by Thibaud Chatel
🏒📖📊 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!
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!
August 18, 2025 at 2:02 PM
🏒📖📊 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!
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!
🧐 Il arrive très bientôt...
Sooonnnn...
Projections, player cards, and new stuff...
Sooonnnn...
Projections, player cards, and new stuff...
August 13, 2025 at 5:05 PM
🧐 Il arrive très bientôt...
Sooonnnn...
Projections, player cards, and new stuff...
Sooonnnn...
Projections, player cards, and new stuff...
🏒📊 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...
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...
NHLe for NCAA divisions
Should we split the NCAA?
thibaudchatel.substack.com
June 12, 2025 at 2:27 PM
🏒📊 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...
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...
📊🏒 New article (a short one…)
Using our worldwide database of 50 leagues to predict the World Championships
👇🏻👇🏻👇🏻
thibaudchatel.substack.com/p/predicting...
Using our worldwide database of 50 leagues to predict the World Championships
👇🏻👇🏻👇🏻
thibaudchatel.substack.com/p/predicting...
Predicting the World Championships?
When it is worth having a worldwide database at hands...
thibaudchatel.substack.com
May 10, 2025 at 4:54 PM
📊🏒 New article (a short one…)
Using our worldwide database of 50 leagues to predict the World Championships
👇🏻👇🏻👇🏻
thibaudchatel.substack.com/p/predicting...
Using our worldwide database of 50 leagues to predict the World Championships
👇🏻👇🏻👇🏻
thibaudchatel.substack.com/p/predicting...
NHLe values updated for 2025.
Using our era-adjusted, full network NHLe model.
Article here: thibaudchatel.substack.com/p/nhle-numbe...
Using our era-adjusted, full network NHLe model.
Article here: thibaudchatel.substack.com/p/nhle-numbe...
April 23, 2025 at 6:18 PM
NHLe values updated for 2025.
Using our era-adjusted, full network NHLe model.
Article here: thibaudchatel.substack.com/p/nhle-numbe...
Using our era-adjusted, full network NHLe model.
Article here: thibaudchatel.substack.com/p/nhle-numbe...
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...
But new player is Jamiro Reber, bursting on the scene in the SHL.
thehockeynews.com/news/2025-nh...
December 18, 2024 at 3:27 PM
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...
But new player is Jamiro Reber, bursting on the scene in the SHL.
thehockeynews.com/news/2025-nh...
Simon Nemec vs David Jiricek.
What have they done to our boys?
What have they done to our boys?
December 17, 2024 at 4:54 PM
Simon Nemec vs David Jiricek.
What have they done to our boys?
What have they done to our boys?
Habs fan.
Kapanen vs Rohrer (1 year younger).
Kapanen vs Rohrer (1 year younger).
December 17, 2024 at 4:48 PM
Habs fan.
Kapanen vs Rohrer (1 year younger).
Kapanen vs Rohrer (1 year younger).
Reposted by Thibaud Chatel
📊🏒 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.
- 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.
December 17, 2024 at 4:20 PM
📊🏒 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.
- 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.
The curious case of Charles Édouard D'Astous, who keeps lighting up leagues wherever he goes.
NHL next?
www.eliteprospects.com/player/25597...
NHL next?
www.eliteprospects.com/player/25597...
December 17, 2024 at 3:48 PM
The curious case of Charles Édouard D'Astous, who keeps lighting up leagues wherever he goes.
NHL next?
www.eliteprospects.com/player/25597...
NHL next?
www.eliteprospects.com/player/25597...
🏒🏒 Win Shares 2024-25
AHL
AHL
December 16, 2024 at 9:12 PM
🏒🏒 Win Shares 2024-25
AHL
AHL
Ludvig Johnson is worth a draft pick.
There I said it.
18 yrs old and not an once of fear on the ice playing big minutes in Swiss NL
www.eliteprospects.com/player/82358...
There I said it.
18 yrs old and not an once of fear on the ice playing big minutes in Swiss NL
www.eliteprospects.com/player/82358...
Ludvig Johnson - Stats, Contract, Salary & More
Eliteprospects.com hockey player profile of Ludvig Johnson, 2006-07-27 Switzerland. Most recently in the NL with EV Zug. Complete player biography and stats.
www.eliteprospects.com
November 29, 2024 at 1:44 AM
Ludvig Johnson is worth a draft pick.
There I said it.
18 yrs old and not an once of fear on the ice playing big minutes in Swiss NL
www.eliteprospects.com/player/82358...
There I said it.
18 yrs old and not an once of fear on the ice playing big minutes in Swiss NL
www.eliteprospects.com/player/82358...
Reposted by Thibaud Chatel
📖🏒 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...
- 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...
November 19, 2024 at 11:08 PM
📖🏒 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...
- 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...
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-...
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-...
Adjusting Stats to the Evolution of Scoring around the World.
A new era-adjustment technique.
thibaudchatel.substack.com
February 14, 2024 at 11:22 PM
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-...
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-...
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
February 6, 2024 at 11:20 PM
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
📊🏒 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
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
October 10, 2023 at 5:55 PM
📊🏒 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
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
Reposted by Thibaud Chatel
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_...
Find more details about our games tracked at: nlicedata.com#!/subs/game_...
November 19, 2024 at 11:08 PM
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_...
Find more details about our games tracked at: nlicedata.com#!/subs/game_...
Reposted by Thibaud Chatel
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_...
Find more details about our games tracked at: nlicedata.com#!/subs/game_...
November 19, 2024 at 11:08 PM
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_...
Find more details about our games tracked at: nlicedata.com#!/subs/game_...
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.
👇👇👇
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.
👇👇👇
🏒📊 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...
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...
Goalies NHLe and League Equivalents
Deciphering Voodoo stuff
thibaudchatel.substack.com
October 1, 2023 at 3:57 PM
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.
👇👇👇
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.
👇👇👇
Reposted by Thibaud Chatel
🏒📊 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...
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...
Goalies NHLe and League Equivalents
Deciphering Voodoo stuff
thibaudchatel.substack.com
September 28, 2023 at 2:17 PM
🏒📊 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...
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...
🏒📊 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...
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...
Goalies NHLe and League Equivalents
Deciphering Voodoo stuff
thibaudchatel.substack.com
September 28, 2023 at 2:17 PM
🏒📊 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...
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...
Reposted by Thibaud Chatel
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_...
Zurich against Lugano, with a 5-2 win. More details about the games tracked for our subscribers at: nlicedata.com#!/subs/game_...
November 19, 2024 at 11:08 PM
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_...
Zurich against Lugano, with a 5-2 win. More details about the games tracked for our subscribers at: nlicedata.com#!/subs/game_...