Armchair Hockey Scout

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2024-25 edition Ask a direct question about this edition of the book — who, how many, how common, which group more — and it is answered with a table computed on this page from the edition’s index: the season line, height and age, the on-ice percentiles, the grades and the traits read out of every report. Ask for a view on named players — what a comparison comes down to, what makes a man — and you get the book’s reading of their own pages, and only those. The model turns your question into a query and phrases the result, or reads the pages it is handed; it never originates a figure, and an answer carrying a figure that is on neither the table nor the pages is withheld. It does not forecast, and it says so when a question is outside what the book holds.

Tables are computed on this page from the 2024-25 edition’s index; readings rest on the players’ own pages; the model never counts. Twenty questions an hour.

This is the 2024-25 edition — an archived read. Read the 2026-27 report →

26

Sean Walker

Carolina Hurricanes Defense

Undrafted, ten goals from a third pairing, and two shorthanded goals.

SeasonTeamGPGAPTS+/-PIMPPSHGWSS%TOI
2018-19LAK393710-88100555.515:26
2019-20LAK7051924-12260001273.918:50
2020-21LAK4751318-1318000925.418:10
2021-22LAK6022-14000180.018:22
2022-23LAK7031013-336001943.214:50
2023-24PHI/COL81101929+11500211506.719:14
2024-25 so far—————————————
Career—313267096-261421225364.917:31

This Season So Far

The 2024-25 season has not started. The empty row above is his, and both it and this paragraph fill in on their own from the morning after he first plays: what he has done, what it is worth against his own last season, and the run he is on when the two disagree.

Last Season

10 goals and 19 assists in 81 games for Philadelphia and Colorado — 29 points at 19:14 a night, plus-11, with 2 shorthanded goals and 1 game-winner on 150 shots at 6.67 per cent, and 50 penalty minutes. A career high in goals and points.

52.9 per cent of the expected goals at five-on-five over 1,331 minutes, the 75th percentile. His ice went 71-59 against an expectation of 61.05-54.32 — four goals scored above expectation and six conceded above it.

The Finesse Game

150 attempts at a median of 48 feet, with 68 per cent from beyond 40 and 8 per cent from inside 20, converting at 6.67 per cent. Ten goals is more than a third of the twenty-six he has scored in 313 NHL games.

19 assists. He moves the puck quickly and he will carry it out when the pass is not there, and the skating is the reason he plays nineteen minutes a night at 5-11.

The Physical Game

5-11 and 191 and light. He defends with feet and stick and he will not clear a crease against a heavy forward.

50 penalty minutes in 81 games and 142 in 313 for his career is a moderate rate, and a share of it is the stick foul that follows losing a step. He is trusted a man short and scored 2 shorthanded goals.

The Intangibles

Undrafted, out of Bowling Green, and 313 NHL games and 96 points at 29 across three clubs, with a career minus-26 accumulated almost entirely in Los Angeles.

He was signed here in the summer. An undrafted defenceman playing nineteen minutes a night is a real career, and he and Shayne Gostisbehere are between them what this club received for Brett Pesce and Brady Skjei.

What kind of player

The searchable half of the report. The first group is computed from the season's own data; the rest are read out of the prose above, and each one carries the sentence that produced it. A subject the report never raised is simply absent.

  • measuredcomputed here from the season's own data
  • a strengthread out of the prose, and claimed
  • he lacks itraised, and he does not have it

Each computed tag also says how well its measure holds up from one season to the next, because a tag describes a season that has finished and a reader will assume it predicts the one coming. Some do and some do not, and the gap is wide: five-on-five workload repeats well, scoring late does not repeat at all.

  • durable· was available

    81 of 82 games

    Season to season, this measure repeats weakly (0.32) · 53% keep it

  • undrafteda strength· arrived without a pick attached

    “**Undrafted**, out of Bowling Green, and **313 NHL games and 96 points at 29** across three clubs, with a career minus-26 accumulated almost entirely in Los Angeles.”

  • transitiona strength· carries it out; gains the line under control

    “**He moves the puck quickly and he will carry it out when the pass is not there**, and the skating is the reason he plays nineteen minutes a night at 5-11.”

  • clears-the-creasehe lacks it· moves grown men off the front of his net

    “**He defends with feet and stick and he will not clear a crease against a heavy forward.**”

  • fouls-when-beatena strength· the stick foul that follows losing a step

    “50 penalty minutes in 81 games and 142 in 313 for his career is a moderate rate, and a share of it is **the stick foul that follows losing a step.**”

  • penalty-killera strength· trusted a man short

    “**He is trusted a man short and scored 2 shorthanded goals.**”

The numbers underneath

On the ice

Five-on-five, 2023-24 · 1,331 minutes

Expected goals
52.9%
75th pct

share of the chances while he was out there

Shot attempts
53.7%
83rd pct

share of the attempts while he was out there

Goals while he was on the ice: 71 for, 59 against. Expected: 61.0 and 54.3.

The eye and the numbers

Hindsight
Report
31st
Numbers
75th

The numbers rank him 44 points above where the report does. It was written for a back edition, with the seasons that followed already known. Neither the agreement nor the gap says anything about the eye, and this report is excluded from the club-level comparison for the same reason. Why the numbers land there sets out the club he did it on, the minutes he played and the men he played them with.

Both bars are percentiles among the 652 skaters in this edition with a report and enough ice time. The report bar ranks the mean of the grades above — 65 on their own scale — against every other report's mean. The numbers bar ranks his share of expected goals. A gap is a disagreement about where he belongs, not two scales talking past each other.

Tracked

NHL Edge, 2023-24 · 81 games

Top speed
23.0 mph
93rd pct

fastest he was clocked all season; the league's average best is 21.7

Bursts over 20 mph
1.62 a game

how often he reaches that speed, not how fast he goes

Distance
2.76 miles a game

skated, all strengths

Hardest shot
92.8 mph
57th pct

one shot; the league's average best is 90.2

A top speed is a season's best, and a man who takes more shifts gets more tries at one; the percentile is the feed's own, against every skater, and says less between a top-pair defenceman and a fourth-line wing than it does between two men in the same job. The counts are shown per game for the same reason.

Usual linemates

2023-24 with PHI · 1040 minutes at five-on-five

Share of his five-on-five ice time spent alongside each player, measured from shift charts. Special teams are excluded: a power-play unit is not a line.

Why the numbers land there

Five-on-five, 2023-24

The club
COL took 52.3% of the expected goals as a club. His own share is 52.9% — 0.6 above the club he did it on.
The role
1,331 minutes at five-on-five — 91st percentile in ice time.

With and without

TeammateTogetherHim apartMate apart
Nick Seeler54.0%51.9%51.6%
Joel Farabee55.4%52.1%50.4%
Cam Atkinson50.5%53.6%49.2%

54.0% together, 51.9% for him apart and 51.6% for Seeler apart. Splitting them up moved neither man. Whatever is driving the share, it is not this pairing.

Expected-goal share while both were on the ice, and for each man in the minutes he played without the other. Apart is the pair subtracted from his own totals. It does not settle who was carrying whom — apart from each other, both were still playing with somebody — but it does say whether the share travelled when the pairing broke up.

Where he shoots from

goal on goal missed

205 unblocked shots in 2023-24, 10 of them goals. His median goal came from 31 feet. 8% of his shots came from inside twenty feet, 68% from beyond forty.