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vyndr/src/data/parkFactors.js
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/**
* MLB park factors (Session 15).
*
* Source: FanGraphs 2024-25 park factor data (three-year weighted
* average — FanGraphs methodology). Numbers indexed to 100 = league
* average. Pulled from https://www.fangraphs.com/guts.aspx (Park
* Factors tab) 2025-04. Update annually; the rolling-three-year
* window means values move slowly.
*
* Fields per park:
* hr — home run factor (Coors ~128 means HRs are 28% more likely;
* Oracle/SF ~85 means 15% less likely)
* h — overall hit factor
* r — runs factor
*
* The feature extractor reads this via `getParkFactor(homeTeam)`
* during the MLB branch and merges hr/h/r as `park_hr`, `park_h`,
* `park_r` so the grading engine + reasoning builder can read them
* without re-doing the lookup.
*
* Indexing convention: home-team abbreviation. The road team plays
* at the home team's park, so a Yankees-at-Angels game uses LAA's
* park factors regardless of whose batter you're grading.
*/
const PARK_FACTORS = Object.freeze({
// AL East
BAL: { hr: 109, h: 100, r: 102 }, // Camden Yards — left field wall changes leveled off post-2022
BOS: { hr: 100, h: 108, r: 106 }, // Fenway — Monster boosts singles/doubles, suppresses HR
NYY: { hr: 114, h: 101, r: 104 }, // Yankee Stadium — short porch in right
TB: { hr: 93, h: 96, r: 94 }, // Tropicana — neutral-to-pitcher dome
TOR: { hr: 106, h: 101, r: 102 }, // Rogers Centre — slight HR boost
// AL Central
CHW: { hr: 109, h: 102, r: 105 }, // Guaranteed Rate Field
CLE: { hr: 96, h: 99, r: 98 }, // Progressive Field — slight pitcher park
DET: { hr: 90, h: 100, r: 97 }, // Comerica — deep alleys, HR-suppressed
KC: { hr: 93, h: 103, r: 101 }, // Kauffman — XBH-friendly, HR-neutral
MIN: { hr: 105, h: 100, r: 101 }, // Target Field
// AL West
HOU: { hr: 100, h: 101, r: 101 }, // Minute Maid — Crawford boxes ~neutral, dome
LAA: { hr: 97, h: 98, r: 98 }, // Angel Stadium
OAK: { hr: 91, h: 95, r: 92 }, // Coliseum — extreme pitcher park
SEA: { hr: 96, h: 98, r: 96 }, // T-Mobile Park — marine air
TEX: { hr: 104, h: 102, r: 103 }, // Globe Life — climate-controlled since 2020
// NL East
ATL: { hr: 103, h: 100, r: 101 }, // Truist Park
MIA: { hr: 89, h: 97, r: 94 }, // loanDepot park — deep alleys
NYM: { hr: 95, h: 99, r: 97 }, // Citi Field — slight pitcher
PHI: { hr: 109, h: 100, r: 102 }, // Citizens Bank Park — bandbox right field
WSH: { hr: 100, h: 100, r: 100 }, // Nationals Park — true neutral
// NL Central
CHC: { hr: 106, h: 100, r: 102 }, // Wrigley — wind-driven swings; multi-year average
CIN: { hr: 113, h: 102, r: 105 }, // Great American — top-3 HR park most years
MIL: { hr: 104, h: 100, r: 101 }, // American Family Field
PIT: { hr: 96, h: 101, r: 99 }, // PNC Park — XBH-favorable, HR-suppressed
STL: { hr: 93, h: 98, r: 96 }, // Busch — neutral-to-pitcher
// NL West
ARI: { hr: 100, h: 98, r: 98 }, // Chase Field — humidor since 2018
COL: { hr: 128, h: 112, r: 120 }, // Coors Field — altitude. Single biggest park effect.
LAD: { hr: 102, h: 99, r: 99 }, // Dodger Stadium
SD: { hr: 95, h: 97, r: 95 }, // Petco — marine air pitcher park
SF: { hr: 85, h: 96, r: 92 }, // Oracle Park — Bay winds suppress HRs heavily
});
const NEUTRAL = Object.freeze({ hr: 100, h: 100, r: 100 });
function normalizeTeamCode(team) {
if (!team) return null;
return String(team).trim().toUpperCase();
}
/**
* getParkFactor — lookup by home-team code. Returns null for unknown
* teams so the feature extractor can drop the signal entirely rather
* than falsely report "neutral park" on a misspelled abbreviation.
*
* @param {string} homeTeam — three-letter team code (BAL, NYY, COL, ...)
* @returns {{hr:number, h:number, r:number}|null}
*/
function getParkFactor(homeTeam) {
const code = normalizeTeamCode(homeTeam);
if (!code) return null;
return PARK_FACTORS[code] || null;
}
/**
* Convenience — when you want a guaranteed object (e.g. arithmetic
* downstream that can't handle null). Falls back to league-neutral.
* Prefer getParkFactor + explicit-null branching in code; this is
* for tests and downstream services that prefer 100s over null.
*/
function getParkFactorOrNeutral(homeTeam) {
return getParkFactor(homeTeam) || NEUTRAL;
}
module.exports = {
PARK_FACTORS,
NEUTRAL,
getParkFactor,
getParkFactorOrNeutral,
__internals: { normalizeTeamCode },
};