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fix: Consistent CPI score calculation using airlines benchmarks

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Updates economy dimension score to use airlines benchmark percentiles:
- p25 (€2.20) = 100 points
- p50 (€3.50) = 80 points
- p75 (€4.50) = 60 points
- p90 (€5.50) = 40 points
- >p90 = 20 points

Applies to: backendMapper.ts, realDataAnalysis.ts, analysisGenerator.ts

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
This commit is contained in:
sujucu70
2026-01-23 14:02:25 +01:00
parent c9f6db9882
commit eb804d7fb0
3 changed files with 41 additions and 18 deletions
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23
frontend/utils/analysisGenerator.ts
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@@ -840,18 +840,28 @@ export const generateAnalysis = async (
);
if (economyDimIdx >= 0 && globalCPI > 0) {
// Usar benchmark de aerolíneas (€3.50) para consistencia con ExecutiveSummaryTab
// Percentiles: p25=2.20, p50=3.50, p75=4.50, p90=5.50
const CPI_BENCHMARK = 3.50;
const cpiDiff = globalCPI - CPI_BENCHMARK;
// Para CPI invertido: menor es mejor
const cpiStatus = cpiDiff <= 0 ? 'positive' : cpiDiff <= 0.5 ? 'neutral' : 'negative';
// Calcular score basado en percentiles aerolíneas
let newScore: number;
if (globalCPI <= 2.20) newScore = 100;
else if (globalCPI <= 3.50) newScore = 80;
else if (globalCPI <= 4.50) newScore = 60;
else if (globalCPI <= 5.50) newScore = 40;
else newScore = 20;
mapped.dimensions[economyDimIdx].score = newScore;
mapped.dimensions[economyDimIdx].kpi = {
label: 'Coste por Interacción',
value: `€${globalCPI.toFixed(2)}`,
change: `vs benchmark €${CPI_BENCHMARK.toFixed(2)}`,
changeType: cpiStatus as 'positive' | 'neutral' | 'negative'
};
console.log(`💰 CPI sincronizado: €${globalCPI.toFixed(2)} (desde heatmapData, consistente con Executive Summary)`);
console.log(`💰 CPI sincronizado: €${globalCPI.toFixed(2)}, score: ${newScore}`);
}
}
@@ -1107,11 +1117,21 @@ export const generateAnalysisFromCache = async (
console.log(' - OLD KPI value:', oldKpi?.value);
// Usar benchmark de aerolíneas (€3.50) para consistencia con ExecutiveSummaryTab
// Percentiles: p25=2.20, p50=3.50, p75=4.50, p90=5.50
const CPI_BENCHMARK = 3.50;
const cpiDiff = globalCPI - CPI_BENCHMARK;
// Para CPI invertido: menor es mejor
const cpiStatus = cpiDiff <= 0 ? 'positive' : cpiDiff <= 0.5 ? 'neutral' : 'negative';
// Calcular score basado en percentiles aerolíneas
let newScore: number;
if (globalCPI <= 2.20) newScore = 100;
else if (globalCPI <= 3.50) newScore = 80;
else if (globalCPI <= 4.50) newScore = 60;
else if (globalCPI <= 5.50) newScore = 40;
else newScore = 20;
mapped.dimensions[economyDimIdx].score = newScore;
mapped.dimensions[economyDimIdx].kpi = {
label: 'Coste por Interacción',
value: `€${globalCPI.toFixed(2)}`,
@@ -1119,6 +1139,7 @@ export const generateAnalysisFromCache = async (
changeType: cpiStatus as 'positive' | 'neutral' | 'negative'
};
console.log(' - NEW KPI value:', mapped.dimensions[economyDimIdx].kpi.value);
console.log(' - NEW score:', newScore);
console.log(`💰 CPI sincronizado (cache): €${globalCPI.toFixed(2)}`);
} else {
console.warn('⚠️ CPI sync skipped: economyDimIdx=', economyDimIdx, 'globalCPI=', globalCPI);