This commit is contained in:
@@ -0,0 +1,365 @@
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import { PrismaClient } from '@prisma/client';
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import * as dotenv from 'dotenv';
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dotenv.config();
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(BigInt.prototype as any).toJSON = function () {
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return this.toString();
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};
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const prisma = new PrismaClient();
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async function analyzeReversalMatches() {
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console.log('🔍 ANALYZING HT/FT REVERSAL MATCHES (1/2 & 2/1)');
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console.log('='.repeat(80));
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// Fetch all completed matches with HT and FT scores
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const matches = await prisma.match.findMany({
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where: {
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status: 'FT',
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htScoreHome: { not: null },
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htScoreAway: { not: null },
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scoreHome: { not: null },
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scoreAway: { not: null },
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oddCategories: { some: {} }
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},
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include: {
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homeTeam: true,
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awayTeam: true,
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league: true,
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oddCategories: { include: { selections: true } }
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},
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orderBy: { mstUtc: 'desc' }
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});
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console.log(`📊 Total completed matches with odds: ${matches.length}`);
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// Analyze HT/FT results
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const reversalMatches: any[] = [];
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let totalMatches = 0;
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let htftCounts: Record<string, number> = {
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'1/1': 0, '1/X': 0, '1/2': 0,
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'X/1': 0, 'X/X': 0, 'X/2': 0,
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'2/1': 0, '2/X': 0, '2/2': 0
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};
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for (const match of matches) {
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const htHome = match.htScoreHome!;
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const htAway = match.htScoreAway!;
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const ftHome = match.scoreHome!;
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const ftAway = match.scoreAway!;
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const htResult = htHome > htAway ? '1' : htHome === htAway ? 'X' : '2';
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const ftResult = ftHome > ftAway ? '1' : ftHome === ftAway ? 'X' : '2';
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const htft = `${htResult}/${ftResult}`;
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htftCounts[htft] = (htftCounts[htft] || 0) + 1;
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totalMatches++;
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if (htft === '1/2' || htft === '2/1') {
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// Extract odds
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let msHomeOdds: number | null = null;
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let msDrawOdds: number | null = null;
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let msAwayOdds: number | null = null;
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let htHomeOdds: number | null = null;
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let htDrawOdds: number | null = null;
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let htAwayOdds: number | null = null;
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for (const cat of match.oddCategories) {
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const catName = (cat.name || '').toLowerCase();
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const isHT = catName.includes('1.yarı');
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for (const sel of cat.selections) {
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const selName = (sel.name || '').toLowerCase();
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if (!sel.oddValue) continue;
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const odd = parseFloat(sel.oddValue.toString());
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if (catName.includes('maç sonucu') || catName.includes('1.yarı sonucu')) {
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if (selName === '1') { if (isHT) htHomeOdds = odd; else msHomeOdds = odd; }
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else if (selName === 'x' || selName === '0') { if (isHT) htDrawOdds = odd; else msDrawOdds = odd; }
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else if (selName === '2') { if (isHT) htAwayOdds = odd; else msAwayOdds = odd; }
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}
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}
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}
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if (!match.homeTeam || !match.awayTeam || !match.league) continue;
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reversalMatches.push({
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id: match.id,
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homeTeam: match.homeTeam.name,
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awayTeam: match.awayTeam.name,
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league: match.league.name,
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htHome, htAway, ftHome, ftAway,
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htft,
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msHomeOdds, msDrawOdds, msAwayOdds,
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htHomeOdds, htDrawOdds, htAwayOdds,
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date: match.mstUtc,
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});
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}
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}
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// Print HT/FT distribution
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console.log('\n📊 HT/FT DISTRIBUTION:');
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for (const [key, count] of Object.entries(htftCounts)) {
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const pct = (count / totalMatches * 100).toFixed(2);
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const marker = (key === '1/2' || key === '2/1') ? ' ⚠️ REVERSAL' : '';
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console.log(` ${key}: ${count} (${pct}%)${marker}`);
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}
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console.log(`\n⚠️ TOTAL REVERSAL MATCHES: ${reversalMatches.length} (${(reversalMatches.length / totalMatches * 100).toFixed(2)}%)`);
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// ANALYSIS 1: League distribution
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console.log('\n📈 ANALYSIS 1: LEAGUE DISTRIBUTION OF REVERSALS');
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console.log('-'.repeat(80));
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const leagueCounts: Record<string, { total: number, reversal: number }> = {};
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for (const match of matches) {
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if (!match.league) continue;
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const htHome = match.htScoreHome!;
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const htAway = match.htScoreAway!;
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const ftHome = match.scoreHome!;
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const ftAway = match.scoreAway!;
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const htResult = htHome > htAway ? '1' : htHome === htAway ? 'X' : '2';
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const ftResult = ftHome > ftAway ? '1' : ftHome === ftAway ? 'X' : '2';
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const htft = `${htResult}/${ftResult}`;
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const league = match.league.name;
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if (!leagueCounts[league]) leagueCounts[league] = { total: 0, reversal: 0 };
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leagueCounts[league].total++;
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if (htft === '1/2' || htft === '2/1') leagueCounts[league].reversal++;
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}
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const leagueSorted = Object.entries(leagueCounts)
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.filter(([_, v]) => v.reversal > 0 && v.total >= 50)
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.sort((a, b) => (b[1].reversal / b[1].total) - (a[1].reversal / a[1].total))
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.slice(0, 20);
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console.log('\nTop 20 leagues by reversal rate (min 50 matches):');
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for (const [league, data] of leagueSorted) {
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const rate = (data.reversal / data.total * 100).toFixed(2);
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console.log(` ${league}: ${data.reversal}/${data.total} (${rate}%)`);
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}
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// ANALYSIS 2: Odds patterns
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console.log('\n📈 ANALYSIS 2: ODDS PATTERNS IN REVERSAL MATCHES');
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console.log('-'.repeat(80));
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const ms1_2 = reversalMatches.filter(m => m.htft === '1/2');
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const ms2_1 = reversalMatches.filter(m => m.htft === '2/1');
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console.log(`\n1/2 Reversals: ${ms1_2.length}`);
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console.log(`2/1 Reversals: ${ms2_1.length}`);
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// MS odds analysis for 1/2
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const ms1_2_withOdds = ms1_2.filter(m => m.msHomeOdds && m.msAwayOdds);
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if (ms1_2_withOdds.length > 0) {
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const avgHomeOdd = ms1_2_withOdds.reduce((sum, m) => sum + m.msHomeOdds!, 0) / ms1_2_withOdds.length;
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const avgAwayOdd = ms1_2_withOdds.reduce((sum, m) => sum + m.msAwayOdds!, 0) / ms1_2_withOdds.length;
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const avgDrawOdd = ms1_2_withOdds.filter(m => m.msDrawOdds).reduce((sum, m) => sum + m.msDrawOdds!, 0) / ms1_2_withOdds.filter(m => m.msDrawOdds).length || 0;
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console.log(`\n 1/2 Matches - Average MS Odds:`);
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console.log(` Home Win: ${avgHomeOdd.toFixed(2)} (HT was WINNING!)`);
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console.log(` Draw: ${avgDrawOdd.toFixed(2)}`);
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console.log(` Away Win: ${avgAwayOdd.toFixed(2)} (but AWAY won FT!)`);
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// Favorite analysis
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let favoriteWon = 0;
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let underdogWon = 0;
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let noFavorite = 0;
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for (const m of ms1_2_withOdds) {
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if (m.msHomeOdds! < m.msAwayOdds!) {
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// Home was favorite, but away won = UNDERDOG
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underdogWon++;
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} else if (m.msAwayOdds! < m.msHomeOdds!) {
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// Away was favorite and won = FAVORITE
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favoriteWon++;
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} else {
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noFavorite++;
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}
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}
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console.log(`\n 1/2 - Who was favored vs who won:`);
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console.log(` Favorite won (Away was fav): ${favoriteWon} (${(favoriteWon / ms1_2_withOdds.length * 100).toFixed(1)}%)`);
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console.log(` Underdog won (Home was fav): ${underdogWon} (${(underdogWon / ms1_2_withOdds.length * 100).toFixed(1)}%) ⚠️`);
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}
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// MS odds analysis for 2/1
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const ms2_1_withOdds = ms2_1.filter(m => m.msHomeOdds && m.msAwayOdds);
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if (ms2_1_withOdds.length > 0) {
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const avgHomeOdd = ms2_1_withOdds.reduce((sum, m) => sum + m.msHomeOdds!, 0) / ms2_1_withOdds.length;
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const avgAwayOdd = ms2_1_withOdds.reduce((sum, m) => sum + m.msAwayOdds!, 0) / ms2_1_withOdds.length;
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const avgDrawOdd = ms2_1_withOdds.filter(m => m.msDrawOdds).reduce((sum, m) => sum + m.msDrawOdds!, 0) / ms2_1_withOdds.filter(m => m.msDrawOdds).length || 0;
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console.log(`\n 2/1 Matches - Average MS Odds:`);
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console.log(` Home Win: ${avgHomeOdd.toFixed(2)} (HOME won FT!)`);
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console.log(` Draw: ${avgDrawOdd.toFixed(2)}`);
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console.log(` Away Win: ${avgAwayOdd.toFixed(2)} (Away was WINNING at HT!)`);
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let favoriteWon = 0;
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let underdogWon = 0;
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for (const m of ms2_1_withOdds) {
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if (m.msAwayOdds! < m.msHomeOdds!) {
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// Away was favorite at HT, but home won = UNDERDOG
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underdogWon++;
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} else if (m.msHomeOdds! < m.msAwayOdds!) {
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// Home was favorite and won = FAVORITE
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favoriteWon++;
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}
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}
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console.log(`\n 2/1 - Who was favored vs who won:`);
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console.log(` Favorite won (Home was fav): ${favoriteWon} (${(favoriteWon / ms2_1_withOdds.length * 100).toFixed(1)}%)`);
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console.log(` Underdog won (Away was fav): ${underdogWon} (${(underdogWon / ms2_1_withOdds.length * 100).toFixed(1)}%) ⚠️`);
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}
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// ANALYSIS 3: Suspicious patterns
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console.log('\n📈 ANALYSIS 3: SUSPICIOUS PATTERNS');
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console.log('-'.repeat(80));
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// Pattern 1: Heavy favorite loses after leading (1/2 with low home odds)
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const suspicious_1_2 = ms1_2_withOdds.filter(m => m.msHomeOdds! < 1.5);
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console.log(`\n⚠️ PATTERN 1: Heavy Home Favorite loses after HT lead (MS Home Odds < 1.5):`);
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console.log(` Count: ${suspicious_1_2.length}`);
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if (suspicious_1_2.length > 0) {
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const avgOdd = suspicious_1_2.reduce((sum, m) => sum + m.msHomeOdds!, 0) / suspicious_1_2.length;
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console.log(` Avg Home Odds: ${avgOdd.toFixed(2)}`);
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console.log(` Sample matches:`);
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suspicious_1_2.slice(0, 5).forEach(m => {
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console.log(` ${m.league}: ${m.homeTeam} (${m.msHomeOdds}) vs ${m.awayTeam} (${m.msAwayOdds}) => HT: ${m.htHome}-${m.htAway}, FT: ${m.ftHome}-${m.ftAway}`);
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});
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}
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// Pattern 2: Heavy away favorite loses after leading (2/1 with low away odds)
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const suspicious_2_1 = ms2_1_withOdds.filter(m => m.msAwayOdds! < 1.5);
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console.log(`\n⚠️ PATTERN 2: Heavy Away Favorite loses after HT lead (MS Away Odds < 1.5):`);
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console.log(` Count: ${suspicious_2_1.length}`);
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if (suspicious_2_1.length > 0) {
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const avgOdd = suspicious_2_1.reduce((sum, m) => sum + m.msAwayOdds!, 0) / suspicious_2_1.length;
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console.log(` Avg Away Odds: ${avgOdd.toFixed(2)}`);
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console.log(` Sample matches:`);
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suspicious_2_1.slice(0, 5).forEach(m => {
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console.log(` ${m.league}: ${m.homeTeam} (${m.msHomeOdds}) vs ${m.awayTeam} (${m.msAwayOdds}) => HT: ${m.htHome}-${m.htAway}, FT: ${m.ftHome}-${m.ftAway}`);
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});
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}
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// ANALYSIS 4: HT Odds vs MS Odds correlation
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console.log('\n📈 ANALYSIS 4: HT ODDS CORRELATION');
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console.log('-'.repeat(80));
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const withHTOdds = reversalMatches.filter(m => m.htHomeOdds && m.htAwayOdds);
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if (withHTOdds.length > 0) {
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console.log(`\n Matches with HT odds: ${withHTOdds.length}`);
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let htCorrectlyPredicted = 0;
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for (const m of withHTOdds) {
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const htFav = m.htHomeOdds! < m.htAwayOdds! ? '1' : m.htAwayOdds! < m.htHomeOdds! ? '2' : 'X';
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const htActual = m.htHome > m.htAway ? '1' : m.htAway > m.htHome ? '2' : 'X';
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if (htFav === htActual) htCorrectlyPredicted++;
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}
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console.log(` HT Favorite correctly led at HT: ${htCorrectlyPredicted}/${withHTOdds.length} (${(htCorrectlyPredicted / withHTOdds.length * 100).toFixed(1)}%)`);
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// How often did HT favorite lose FT?
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let htFavoriteLostFT = 0;
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for (const m of withHTOdds) {
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const htFav = m.htHomeOdds! < m.htAwayOdds! ? '1' : m.htAwayOdds! < m.htHomeOdds! ? '2' : 'X';
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const ftActual = m.ftHome > m.ftAway ? '1' : m.ftAway > m.ftHome ? '2' : 'X';
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if (htFav !== ftActual) htFavoriteLostFT++;
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}
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console.log(` HT Favorite lost FT: ${htFavoriteLostFT}/${withHTOdds.length} (${(htFavoriteLostFT / withHTOdds.length * 100).toFixed(1)}%) ⚠️`);
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}
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// ANALYSIS 5: Score patterns
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console.log('\n📈 ANALYSIS 5: SCORE PATTERNS IN REVERSALS');
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console.log('-'.repeat(80));
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// HT score distribution for reversals
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const htScores: Record<string, number> = {};
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for (const m of reversalMatches) {
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const key = `${m.htHome}-${m.htAway}`;
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htScores[key] = (htScores[key] || 0) + 1;
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}
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console.log('\nMost common HT scores in reversal matches:');
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Object.entries(htScores)
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.sort((a, b) => b[1] - a[1])
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.slice(0, 10)
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.forEach(([score, count]) => {
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console.log(` HT ${score}: ${count} matches`);
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});
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// FT score distribution
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const ftScores: Record<string, number> = {};
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for (const m of reversalMatches) {
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const key = `${m.ftHome}-${m.ftAway}`;
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ftScores[key] = (ftScores[key] || 0) + 1;
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}
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console.log('\nMost common FT scores in reversal matches:');
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Object.entries(ftScores)
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.sort((a, b) => b[1] - a[1])
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.slice(0, 10)
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.forEach(([score, count]) => {
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console.log(` FT ${score}: ${count} matches`);
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});
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// ANALYSIS 6: Goal difference patterns
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console.log('\n📈 ANALYSIS 6: COMEBACK MAGNITUDE');
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console.log('-'.repeat(80));
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let comebackBy1 = 0;
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let comebackBy2 = 0;
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let comebackBy3Plus = 0;
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for (const m of reversalMatches) {
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const htDiff = Math.abs(m.htHome - m.htAway);
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const ftDiff = Math.abs(m.ftHome - m.ftAway);
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if (m.htft === '1/2') {
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// Home was leading, away won
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const margin = (m.ftAway - m.ftHome);
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if (margin === 1) comebackBy1++;
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else if (margin === 2) comebackBy2++;
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else comebackBy3Plus++;
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} else {
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// Away was leading, home won
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const margin = (m.ftHome - m.ftAway);
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if (margin === 1) comebackBy1++;
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else if (margin === 2) comebackBy2++;
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else comebackBy3Plus++;
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}
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}
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console.log(`\n Comeback by 1 goal: ${comebackBy1} (${(comebackBy1 / reversalMatches.length * 100).toFixed(1)}%)`);
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console.log(` Comeback by 2 goals: ${comebackBy2} (${(comebackBy2 / reversalMatches.length * 100).toFixed(1)}%)`);
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console.log(` Comeback by 3+ goals: ${comebackBy3Plus} (${(comebackBy3Plus / reversalMatches.length * 100).toFixed(1)}%) ⚠️`);
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// Show extreme comebacks
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const extremeComebacks = reversalMatches
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.filter(m => {
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if (m.htft === '1/2') return (m.ftAway - m.ftHome) >= 2;
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return (m.ftHome - m.ftAway) >= 2;
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})
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.sort((a, b) => {
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const diffA = a.htft === '1/2' ? (a.ftAway - a.ftHome) : (a.ftHome - a.ftAway);
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const diffB = b.htft === '1/2' ? (b.ftAway - b.ftHome) : (b.ftHome - b.ftAway);
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return diffB - diffA;
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})
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.slice(0, 10);
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console.log('\nTop 10 most extreme comebacks:');
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extremeComebacks.forEach(m => {
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const diff = m.htft === '1/2' ? (m.ftAway - m.ftHome) : (m.ftHome - m.ftAway);
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console.log(` ${m.league}: ${m.homeTeam} vs ${m.awayTeam} | HT: ${m.htHome}-${m.htAway} => FT: ${m.ftHome}-${m.ftAway} (Diff: ${diff})`);
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});
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console.log('\n' + '='.repeat(80));
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console.log('✅ ANALYSIS COMPLETE');
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console.log('='.repeat(80));
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await prisma.$disconnect();
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}
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analyzeReversalMatches().catch(console.error);
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Reference in New Issue
Block a user