xJawn NHL expected goals

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Rasmus Dahlin

D · Buffalo Sabres · career →

77 GP · 1,436 min 5v5
2025-26 · 5v5
Adjusts with rink filters
on-ice for◀ 5v5 offense
on-ice against5v5 defense ▶
How to read this map

One rink, both ends while Rasmus Dahlin is on the ice: what the team generates on the left, what it concedes on the right. Every attempt is a Gaussian bump of height = its model xG, summed per 60 minutes of ice time (a player's exposure is time, not games). The controls switch the surface (xG heatmapvs league, the league baseline per team-hour at the same strength) and the markers: × goal · on net · missed · small blocked — and own shots narrows the left end's markers to attempts Rasmus Dahlin took.

The page opens at 5v5; empty-net attempts are excluded throughout. On-ice membership comes from the shift charts; attempts without usable shift coverage are absent from both ends. Blocked-shot membership cannot be cross-checked against the play-by-play, so treat blocked-marker detail as softer than the rest.

Observed production

5v5 · on-ice
for against
axis spans ±118% of the defenseman cohort average · centre = average · right = more
Goalson-ice
78 96th pctl53 69th pctl
Shotson-ice
729 95th pctl610 80th pctl
Attemptson-ice
1,441 90th pctl1,333 84th pctl
xGon-ice
69.6 95th pctl58.0 77th pctl
xGF%share of on-ice xG
54.5%84th pctl
0% 50% = even split · gray = cohort middle 50% / 90% 100%

Percentiles rank against the other defensemen over the display floor at the selected strength — a non-strength filter (rush, period, …) moves the bars but keeps that strength's spread as the backdrop.

Rolling on-ice xGF%

5v5 · on-ice
Per-game chance share while on the ice, smoothed. drag the slider to set the window

Model estimates

🔒 full season · not filtered
Season-long ratings — the filters above don't apply here. goals/60 vs cohort average · bar grows from average
Shootingfinishing · goals/60
+0.1099th pctl
↳ attempts
2,84678th pctl
↳ shooting talent
+0.2698th pctl
own attempts × per-shot logit
OffenseRAPM · team xGF/60 impact
+0.2697th pctl
DefenseRAPM · team xGA/60 impact (sign-flipped)
+0.0772nd pctl
GAA/60goals above average / 60 · comprehensive
Shooting +0.10 goals/60Offense +0.26 goals/60Defense +0.07 goals/60
+0.4397th pctl
the three rows above, stacked — shooting + offense + defense
−0.46average+0.46

Ranked against defensemen; the band behind each bar is that cohort's spread (p5–p95, middle half brighter, dashed median), so where a bar lands against its band is the rank — the ordinal beside it makes that exact. The per-shot rating is quality only: it says nothing about how many attempts a player generates or faces, which is what the attempts sub-row is for.

Usage & context

descriptive · not modeled
The job the coach handed Rasmus Dahlin, not how well it went. Not a modeled component: each is its own metric (minutes, a rate, a TOI share, or opponents'/teammates' net xG-RAPM), shown with a cohort percentile only where one exists, never added together. Not a grade. The deployment rows are measured over the same 5v5 stints the isolate is fit on (regular season + playoffs); ice time and the penalty rates are all situations, every game — penalties create non-5v5 time, so a 5v5 denominator would inflate every rate.
Time on iceall situations · min per game
24:08per game
Penalties takenminor penalties / 60
1.19per 60 · all situations
Penalties drawnminor penalties / 60
0.88per 60 · all situations
Zone startsOZS% · O-zone start share
54%offensive / (off + def)
Score stateTOI by game state
trail 29%tied 33%lead 38%
leads a lot
Competition (QoC)opponents' net xG-RAPM
+0.005xG/60
Teammates (QoT)teammates' net xG-RAPM
+0.002xG/60
On-the-flyshare of 5v5 TOI
60%of 5v5 TOI
0cohort average100 pctl

A skater absent from the fit counts as exactly cohort average (0) in QoC/QoT — the same claim ridge shrinkage makes. Penalty rates are descriptive only: taken-rate includes defensively correct penalties, and neither side is opponent- or deployment-adjusted. Nothing here is priced in goals.

Full table · all numbers
FamilyStatValue (current slice)
Observed ◆ filtered Goals on-ice for / against 78 / 53
Observed ◆ filtered xG on-ice for / against 69.6 / 58.0
Observed ◆ filtered Shots on-ice for / against 729 / 610
Observed ◆ filtered Attempts on-ice for / against 1,441 / 1,333
Observed ◆ filteredxGF% 54.5%
Modeled 🔒 season Shooting — finishing · goals/60 +0.10 99th pctl
Modeled 🔒 season ↳ attempts (own attempts) 2,846 78th pctl
Modeled 🔒 season ↳ shooting talent (per-shot logit) +0.26 98th pctl
Modeled 🔒 season Offense — RAPM · team xGF/60 impact +0.26 97th pctl
Modeled 🔒 season Defense — RAPM · team xGA/60 impact (sign-flipped) +0.07 72nd pctl
Modeled 🔒 seasonGAA/60 +0.43 97th pctl
ContextTime on ice — all situations · min per game 24:08 (93rd pctl)
ContextPenalties taken — minor penalties / 60 1.19 (88th pctl)
ContextPenalties drawn — minor penalties / 60 0.88 (92nd pctl)
ContextZone starts — OZS% · O-zone start share 54% (72nd pctl)
ContextScore state — TOI by game state trail 29%, tied 33%, lead 38%
ContextCompetition (QoC) — opponents' net xG-RAPM +0.005 (45th pctl)
ContextTeammates (QoT) — teammates' net xG-RAPM +0.002 (51st pctl)
ContextOn-the-fly — share of 5v5 TOI 60%

Observed values reflect the active rink filters; modeled values are fixed at their full-season fit.

On-ice numbers pair the regular-season shot set with shift-chart membership; skaters and goalies under the display floors are fit but not shown. Modeled rows come from the value artifact keyed to RAPM fit rapm__c5b9b663 on flat__joint_structure_xg__4f64c88b (the joint-xg structural baseline), with ratings from joint__baseline_xg__42ccb89b (as of 2026-06-14) — separate surfaces from the box-score xG model badged in the footer.