Implement WinRate, Bankroll, Positions UI and add Trades30d to Analytics

src/Predictalytics.Api/Endpoints/MarketEndpoints.cs

@@ -8,9 +8,9 @@ public static class MarketEndpoints
     {
         var group = app.MapGroup("/api/markets").WithTags("Markets");
 
-        group.MapGet("/", async (IAnalyticsService svc, int? skip, int? take, string? platform, CancellationToken ct) =>
+        group.MapGet("/", async (IAnalyticsService svc, int? skip, int? take, string? platform, string? category, string? query, CancellationToken ct) =>
         {
-            var result = await svc.GetMarketsAsync(skip ?? 0, take ?? 50, platform, ct);
+            var result = await svc.GetMarketsAsync(skip ?? 0, take ?? 50, platform, category, query, ct);
             return Results.Ok(result);
         });
         

src/Predictalytics.Api/Endpoints/TraderEndpoints.cs

@@ -24,6 +24,12 @@ public static class TraderEndpoints
             return dd is not null ? Results.Ok(dd) : Results.NotFound();
         });
 
+        group.MapGet("/{id:int}/positions", async (int id, IAnalyticsService svc, CancellationToken ct) =>
+        {
+            var positions = await svc.GetTraderPositionsAsync(id, ct);
+            return Results.Ok(positions);
+        });
+
         group.MapPost("/{id:int}/priority", async (int id, int? score, IScoringService svc, CancellationToken ct) =>
         {
             await svc.SetManualOverrideAsync(id, score, ct);

src/Predictalytics.Api/wwwroot/index.html

@@ -111,7 +111,7 @@
                     <div class="card-header"><h2>Top Traders</h2></div>
                     <div class="table-wrap">
                         <table class="data-table" id="topTradersTable">
-                            <thead><tr><th>#</th><th>Trader</th><th>Platform</th><th>Score</th><th>Win Rate</th><th>PnL</th><th>Tier</th><th>Trades</th></tr></thead>
+                            <thead><tr><th>#</th><th>Trader</th><th>Platform</th><th>Score</th><th>Win Rate</th><th>PnL</th><th>Trades (30d|All)</th></tr></thead>
                             <tbody id="topTradersBody"></tbody>
                         </table>
                     </div>
@@ -177,7 +177,7 @@
                             <th style="cursor:pointer" onclick="setTraderSort('copyability')">Copyability ↕</th>
                             <th style="cursor:pointer" onclick="setTraderSort('winrate')">Win Rate ↕</th>
                             <th style="cursor:pointer" onclick="setTraderSort('pnl')">PnL ↕</th>
-                            <th>Tier</th>
+                            <th style="cursor:pointer" onclick="setTraderSort('trades')">Trades (30d|All) ↕</th>
                             <th>Strategy</th>
                             <th>Actions</th>
                         </tr></thead>
@@ -188,7 +188,26 @@
             </section>
 
             <!-- Markets Page -->
-            <section class="page" id="page-markets"><h1 class="page-title">Markets</h1><div class="card"><div class="table-wrap"><table class="data-table"><thead><tr><th>Platform</th><th>Question</th><th>Volume</th><th>Liquidity</th><th>End Date</th><th>Status</th></tr></thead><tbody id="allMarketsBody"></tbody></table></div></div></section>
+            <section class="page" id="page-markets">
+                <div style="display:flex; justify-content:space-between; align-items:center; margin-bottom:24px; flex-wrap:wrap; gap:12px;">
+                    <div style="display:flex; align-items:center; gap:16px; flex-wrap:wrap;">
+                        <h1 class="page-title" style="margin-bottom:0">Markets</h1>
+                        <select id="marketsCategory" class="platform-select" onchange="loadMarkets()">
+                            <option value="All">All Categories</option>
+                            <option value="Politics">Politics</option>
+                            <option value="Crypto">Crypto</option>
+                            <option value="Sports">Sports</option>
+                            <option value="PopCulture">PopCulture</option>
+                            <option value="Other">Other</option>
+                        </select>
+                        <div class="search-box">
+                            <svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><circle cx="11" cy="11" r="8"/><line x1="21" y1="21" x2="16.65" y2="16.65"/></svg>
+                            <input type="text" id="marketsSearchInput" placeholder="Search markets..." autocomplete="off" onkeypress="if(event.key==='Enter') loadMarkets()">
+                        </div>
+                    </div>
+                </div>
+                <div class="card"><div class="table-wrap"><table class="data-table"><thead><tr><th>Platform</th><th>Question</th><th>Volume</th><th>Liquidity</th><th>End Date</th><th>Status</th></tr></thead><tbody id="allMarketsBody"></tbody></table></div></div>
+            </section>
 
             <!-- Alerts Page -->
             <section class="page" id="page-alerts"><h1 class="page-title">Alerts</h1><div class="card" id="alertsList"></div></section>
@@ -264,8 +283,11 @@
                         <button class="btn-sm btn-outline" id="btn-open-platform" style="display:none;">
                             🌐 Open Platform
                         </button>
-                        <button class="btn-sm btn-primary" id="btn-refresh-trader">
+                        <button class="btn-sm btn-primary" id="btn-sync-trader">
-                            ⟱ Sync History
+                            ⟱ Sync
+                        </button>
+                        <button class="btn-sm btn-primary" id="btn-analyze-trader">
+                            ⚙ Analyze
                         </button>
                     </div>
                 </div>
@@ -302,14 +324,15 @@
                         <div class="tab-content" id="td-tab-analytics" style="display:block;">
                             <div class="metrics-grid">
                                 <div class="metric-card"><div class="metric-label">Win Rate</div><div class="metric-value" id="td-winrate">---</div></div>
+                                <div class="metric-card"><div class="metric-label">Win Rate (30d)</div><div class="metric-value" id="td-winrate30d">---</div></div>
                                 <div class="metric-card"><div class="metric-label">Total PnL</div><div class="metric-value" id="td-pnl">---</div></div>
+                                <div class="metric-card"><div class="metric-label">PnL (30d)</div><div class="metric-value" id="td-pnl30d">---</div></div>
                                 <div class="metric-card"><div class="metric-label">Total Trades</div><div class="metric-value" id="td-trades">---</div></div>
+                                <div class="metric-card"><div class="metric-label">Est. Bankroll</div><div class="metric-value" id="td-bankroll">---</div></div>
                                 <div class="metric-card"><div class="metric-label">Quality Edge</div><div class="metric-value" id="td-quality-score">---</div></div>
                                 <div class="metric-card"><div class="metric-label">Copyability</div><div class="metric-value" id="td-copyability-score">---</div></div>
                                 <div class="metric-card accent">
-                                    <div class="metric-label">Combined Score</div>
                                     <div class="metric-value" id="td-score">---</div>
-                                    <button class="btn-sm btn-outline" id="btn-force-analyze" style="margin-top:8px; padding:4px 8px; width:100%; border-color:rgba(255,255,255,0.2);">Recalculate</button>
                                 </div>
                             </div>
                             
@@ -351,8 +374,8 @@
                                 <div class="card-header"><h2>Active Positions</h2></div>
                                 <div class="table-wrap">
                                     <table class="data-table">
-                                        <thead><tr><th>Market</th><th>Outcome</th><th>Shares</th><th>Avg Price</th><th>Est. PnL</th></tr></thead>
+                                        <thead><tr><th>Market / Outcome</th><th>Shares</th><th>Avg Price</th><th>Current Price</th><th>Realized PnL</th><th>Unrealized PnL</th></tr></thead>
-                                        <tbody id="td-positionsBody"><tr><td colspan="5" style="text-align:center;">Coming soon</td></tr></tbody>
+                                        <tbody id="td-positionsBody"><tr><td colspan="6" style="text-align:center;">Loading...</td></tr></tbody>
                                     </table>
                                 </div>
                             </div>
@@ -394,6 +417,9 @@
                             <div class="metric-card"><div class="metric-label">Volume</div><div class="metric-value" id="md-volume">—</div></div>
                             <div class="metric-card"><div class="metric-label">Liquidity</div><div class="metric-value" id="md-liquidity">—</div></div>
                             <div class="metric-card"><div class="metric-label">Status</div><div class="metric-value" id="md-status">—</div></div>
+                            <div class="metric-card accent"><div class="metric-label">Bot Activity</div><div class="metric-value" id="md-bot-activity">—</div></div>
+                            <div class="metric-card"><div class="metric-label">Unique Traders</div><div class="metric-value" id="md-unique-traders">—</div></div>
+                            <div class="metric-card"><div class="metric-label">Avg Trade Size</div><div class="metric-value" id="md-avg-trade-size">—</div></div>
                         </div>
                         <div class="card">
                             <div class="card-header"><h2>Outcomes</h2></div>

src/Predictalytics.Api/wwwroot/js/app.js

@@ -221,8 +221,7 @@ async function loadDashboard() {
               <td onclick="viewTrader(${t.id})" style="cursor:pointer"><strong>${Number(t.combinedScore).toFixed(1)}</strong></td>
               <td onclick="viewTrader(${t.id})" style="cursor:pointer">${fmt.pct(t.winRate)}</td>
               <td onclick="viewTrader(${t.id})" style="cursor:pointer">${fmt.pnl(t.totalPnl)}</td>
-            <td onclick="viewTrader(${t.id})" style="cursor:pointer">${fmt.tier(t.tier)}</td>
+            <td onclick="viewTrader(${t.id})" style="cursor:pointer">${t.trades30d} | ${t.totalTrades}</td>
-            <td onclick="viewTrader(${t.id})" style="cursor:pointer">${fmt.num(t.totalTrades)}</td>
         </tr>
     `).join('');
 
@@ -319,6 +318,7 @@ async function loadTraders() {
         else if (currentSort === 'copyability') { valA = a.copytradingCopyabilityScore || 0; valB = b.copytradingCopyabilityScore || 0; }
         else if (currentSort === 'winrate') { valA = a.winRate; valB = b.winRate; }
         else if (currentSort === 'pnl') { valA = a.totalPnl; valB = b.totalPnl; }
+        else if (currentSort === 'trades') { valA = a.trades30d; valB = b.trades30d; }
         else if (currentSort === 'name') { return a.displayName.localeCompare(b.displayName) * sortDirection; }
         else if (currentSort === 'platform') { return a.platform.localeCompare(b.platform) * sortDirection; }
         else { valA = a.combinedScore; valB = b.combinedScore; }
@@ -336,7 +336,7 @@ async function loadTraders() {
             <td>${Number(t.copytradingCopyabilityScore || 0).toFixed(1)}</td>
             <td>${fmt.pct(t.winRate)}</td>
             <td>${fmt.pnl(t.totalPnl)}</td>
-            <td>${fmt.tier(t.tier)}</td>
+            <td>${t.trades30d} | ${t.totalTrades}</td>
             <td>${t.strategy}</td>
             <td>
                 <div style="display:flex; gap:4px;">
@@ -370,6 +370,17 @@ async function loadAlerts() {
 async function loadMarkets() {
     let url = '/api/markets?skip=0&take=100';
     if (currentPlatform !== 'All') url += `&platform=${currentPlatform}`;
+    
+    const catSelect = document.getElementById('marketsCategory');
+    if (catSelect && catSelect.value !== 'All') {
+        url += `&category=${catSelect.value}`;
+    }
+    
+    const searchInput = document.getElementById('marketsSearchInput');
+    if (searchInput && searchInput.value) {
+        url += `&query=${encodeURIComponent(searchInput.value)}`;
+    }
+    
     let data = await api(url);
     const tbody = document.getElementById('allMarketsBody');
     if (!data || !data.length) { tbody.innerHTML = '<tr><td colspan="6"><div class="empty-state"><p>No markets found.</p></div></td></tr>'; return; }
@@ -392,6 +403,7 @@ async function loadMarkets() {
 }
 
 async function viewTrader(id) {
+    window.currentTraderId = id;
     navigateTo('trader-detail');
     const t = await api(`/api/traders/${id}`);
     if (!t) return;
@@ -405,27 +417,32 @@ async function viewTrader(id) {
     document.getElementById('td-tier').innerHTML = fmt.tier(t.tier);
     document.getElementById('td-strategy').textContent = t.strategy;
     document.getElementById('td-winrate').innerHTML = fmt.pct(t.winRate);
+    document.getElementById('td-winrate30d').innerHTML = fmt.pct(t.winRate30d);
     document.getElementById('td-pnl').innerHTML = fmt.pnl(t.totalPnl);
+    document.getElementById('td-pnl30d').innerHTML = fmt.pnl(t.pnL30d);
     document.getElementById('td-trades').textContent = fmt.num(t.totalTrades);
+    document.getElementById('td-bankroll').textContent = fmt.usd(t.estimatedBankroll);
     document.getElementById('td-score').textContent = Number(t.combinedScore).toFixed(1);
     document.getElementById('td-quality-score').textContent = Number(t.copytradingQualityScore || 0).toFixed(1);
     document.getElementById('td-copyability-score').textContent = Number(t.copytradingCopyabilityScore || 0).toFixed(1);
     document.getElementById('td-ai-summary').textContent = t.aiStrategySummary || 'Not analyzed yet.';
     
-    const refreshBtn = document.getElementById('btn-refresh-trader');
+    const syncBtn = document.getElementById('btn-sync-trader');
-    refreshBtn.onclick = () => manualUpdateTrader(id);
+    if (syncBtn) {
+        syncBtn.onclick = () => manualUpdateTrader(id);
+    }
 
-    const forceBtn = document.getElementById('btn-force-analyze');
+    const analyzeBtn = document.getElementById('btn-analyze-trader');
-    if(forceBtn) {
+    if (analyzeBtn) {
-        forceBtn.onclick = async () => {
+        analyzeBtn.onclick = async () => {
-            forceBtn.disabled = true;
+            analyzeBtn.disabled = true;
-            forceBtn.textContent = '...';
+            analyzeBtn.textContent = '...';
             try {
                 await api(`/api/traders/${id}/force-analyze`, { method: 'POST' });
                 alert('Deep Analysis queued! Please wait a moment and then refresh.');
             } finally {
-                forceBtn.disabled = false;
+                analyzeBtn.disabled = false;
-                forceBtn.textContent = 'Recalculate';
+                analyzeBtn.textContent = '⚙ Analyze';
             }
         };
     }
@@ -479,6 +496,37 @@ async function viewTrader(id) {
             <td>${fmt.usd(tr.amount)}</td>
         </tr>
     `).join('');
+
+    loadTraderPositions(id);
+}
+
+async function loadTraderPositions(id) {
+    const tbody = document.getElementById('td-positionsBody');
+    tbody.innerHTML = '<tr><td colspan="6" style="text-align:center;">Loading...</td></tr>';
+    
+    try {
+        const data = await api(`/api/traders/${id}/positions`);
+        if (!data || !data.length) {
+            tbody.innerHTML = '<tr><td colspan="6"><div class="empty-state"><p>No active positions.</p></div></td></tr>';
+            return;
+        }
+
+        tbody.innerHTML = data.map(p => `
+            <tr>
+                <td title="Market ID: ${p.marketId}">
+                    <div style="font-weight:600">${p.marketName || p.marketId}</div>
+                    <div style="font-size:0.85em; color:var(--text-muted)">${p.category || 'Other'} &middot; ${p.outcomeToken || 'Unknown'}</div>
+                </td>
+                <td>${fmt.num(p.sharesHeld)}</td>
+                <td>${Number(p.avgCost).toFixed(2)}</td>
+                <td>${Number(p.currentPrice).toFixed(2)}</td>
+                <td>${fmt.pnl(p.realizedPnl)}</td>
+                <td>${fmt.pnl(p.unrealizedPnl)}</td>
+            </tr>
+        `).join('');
+    } catch (e) {
+        tbody.innerHTML = '<tr><td colspan="6" style="text-align:center; color:var(--pnl-negative);">Error loading positions.</td></tr>';
+    }
 }
 
 function switchTraderTab(tabId) {
@@ -505,6 +553,9 @@ async function viewMarket(id) {
     document.getElementById('md-volume').textContent = fmt.usd(m.volume);
     document.getElementById('md-liquidity').textContent = fmt.usd(m.liquidity);
     document.getElementById('md-status').textContent = m.isResolved ? 'Resolved' : 'Active';
+    document.getElementById('md-bot-activity').textContent = m.botActivityScore ? Number(m.botActivityScore).toFixed(1) : '0';
+    document.getElementById('md-unique-traders').textContent = fmt.num(m.uniqueTradersCount);
+    document.getElementById('md-avg-trade-size').textContent = fmt.usd(m.averageTradeSize);
 
     const imgContainer = document.getElementById('md-image');
     if (m.imageUrl) imgContainer.innerHTML = `<img src="${m.imageUrl}" alt="Market" style="width:100%; border-radius:8px; margin-bottom:16px;">`;

src/Predictalytics.Application/DTOs/MarketDetailDto.cs

@@ -15,6 +15,11 @@ public class MarketDetailDto
     public bool IsResolved { get; set; }
     public string? ResolutionOutcome { get; set; }
     public string? ImageUrl { get; set; }
+    
+    public decimal BotActivityScore { get; set; }
+    public int UniqueTradersCount { get; set; }
+    public decimal AverageTradeSize { get; set; }
+
     public IReadOnlyList<MarketOutcomeDto> Outcomes { get; set; } = new List<MarketOutcomeDto>();
     public IReadOnlyList<TradeDto> RecentTrades { get; set; } = new List<TradeDto>();
 }

src/Predictalytics.Application/DTOs/MarketDto.cs

@@ -9,4 +9,5 @@ public class MarketDto
     public double Liquidity { get; set; }
     public DateTime? EndDate { get; set; }
     public bool IsResolved { get; set; }
+
 }

src/Predictalytics.Application/DTOs/TraderDto.cs

@@ -16,6 +16,10 @@ public record TraderDto(
     decimal WinRate,
     decimal TotalPnl,
     int TotalTrades,
+    int Trades30d,
+    decimal PnL30d,
+    decimal WinRate30d,
+    decimal EstimatedBankroll,
     bool IsOnWatchlist,
     bool IsSuspectedBot,
     DateTime? LastPolledAt
@@ -34,6 +38,10 @@ public record TraderDetailDto(
     decimal WinRate,
     decimal TotalPnl,
     int TotalTrades,
+    int Trades30d,
+    decimal PnL30d,
+    decimal WinRate30d,
+    decimal EstimatedBankroll,
     decimal ActivityScore,
     decimal QualityScore,
     decimal VolumeScore,
@@ -59,3 +67,16 @@ public record TraderCategoryPerformanceDto(
     int WinningTrades,
     decimal WinRate
 );
+
+public record TraderPositionDto(
+    string MarketId,
+    string? MarketName,
+    string? Category,
+    string? OutcomeToken,
+    decimal SharesHeld,
+    decimal AvgCost,
+    decimal RealizedPnl,
+    decimal UnrealizedPnl,
+    decimal CurrentPrice,
+    DateTime? LastTradeExecutedAt
+);

src/Predictalytics.Application/Interfaces/IAnalyticsService.cs

@@ -17,8 +17,11 @@ public interface IAnalyticsService
     /// <summary>Get a trader's details.</summary>
     Task<TraderDetailDto?> GetTraderDetailAsync(int traderId, CancellationToken ct = default);
 
+    /// <summary>Get a trader's positions.</summary>
+    Task<IReadOnlyList<TraderPositionDto>> GetTraderPositionsAsync(int traderId, CancellationToken ct = default);
+
     /// <summary>Get list of markets.</summary>
-    Task<IReadOnlyList<MarketDto>> GetMarketsAsync(int skip = 0, int take = 50, string? platform = null, CancellationToken ct = default);
+    Task<IReadOnlyList<MarketDto>> GetMarketsAsync(int skip = 0, int take = 50, string? platform = null, string? category = null, string? query = null, CancellationToken ct = default);
 
     /// <summary>Get market details.</summary>
     Task<MarketDetailDto?> GetMarketDetailAsync(int marketId, CancellationToken ct = default);

src/Predictalytics.Application/Services/AnalyticsService.cs

@@ -145,6 +145,23 @@ public class AnalyticsService : IAnalyticsService
             analysis.BotIndicators, analysis.Summary, tradeDtos);
     }
 
+    public async Task<IReadOnlyList<TraderPositionDto>> GetTraderPositionsAsync(int traderId, CancellationToken ct = default)
+    {
+        var positions = await _traderRepo.GetPositionsAsync(traderId, ct);
+        return positions.Select(p => new TraderPositionDto(
+            p.MarketOutcome?.Market?.ConditionId ?? p.MarketOutcomeId.ToString(),
+            p.MarketOutcome?.Market?.Question,
+            p.MarketOutcome?.Market?.Category.ToString(),
+            p.MarketOutcome?.TokenId,
+            p.SharesHeld,
+            p.AvgCost,
+            p.RealizedPnl,
+            p.SharesHeld > 0 && p.MarketOutcome != null ? p.SharesHeld * (p.MarketOutcome.CurrentPrice - p.AvgCost) : 0,
+            p.MarketOutcome?.CurrentPrice ?? 0,
+            p.LastTradeExecutedAt
+        )).ToList();
+    }
+
     public async Task<IReadOnlyList<TraderDto>> GetTradersAsync(int skip = 0, int take = 50, string? platform = null, bool highlyCopyable = false, CancellationToken ct = default)
     {
         PlatformType? pType = null;
@@ -165,7 +182,7 @@ public class AnalyticsService : IAnalyticsService
         return traders.Select(t => MapTraderDto(t, wIds)).ToList();
     }
 
-    public async Task<IReadOnlyList<MarketDto>> GetMarketsAsync(int skip = 0, int take = 50, string? platform = null, CancellationToken ct = default)
+    public async Task<IReadOnlyList<MarketDto>> GetMarketsAsync(int skip = 0, int take = 50, string? platform = null, string? category = null, string? query = null, CancellationToken ct = default)
     {
         // NOTE: Currently IMarketRepository.GetActiveAsync doesn't support pagination/filtering. 
         // We will fetch all and filter in memory for now, or you can update repository.
@@ -176,11 +193,17 @@ public class AnalyticsService : IAnalyticsService
         if (!string.IsNullOrEmpty(platform) && platform != "All" && Enum.TryParse<PlatformType>(platform, true, out var pt))
             pType = pt;
 
-        var query = markets.AsEnumerable();
+        var q = markets.AsEnumerable();
         if (pType.HasValue)
-            query = query.Where(m => m.Platform == pType.Value);
+            q = q.Where(m => m.Platform == pType.Value);
             
-        var result = query.Skip(skip).Take(take).Select(m => new MarketDto
+        if (!string.IsNullOrEmpty(category) && category != "All" && Enum.TryParse<MarketCategory>(category, true, out var cat))
+            q = q.Where(m => m.Category == cat);
+            
+        if (!string.IsNullOrEmpty(query))
+            q = q.Where(m => m.Question.Contains(query, StringComparison.OrdinalIgnoreCase) || m.ConditionId.Contains(query));
+
+        var result = q.Skip(skip).Take(take).Select(m => new MarketDto
         {
             Id = m.Id,
             Platform = m.Platform.ToString(),
@@ -213,6 +236,7 @@ public class AnalyticsService : IAnalyticsService
         return new TraderDetailDto(trader.Id, trader.Platform.ToString(), trader.PlatformUserId, trader.DisplayName,
             trader.Notes, trader.Tier.ToString(), trader.Strategy.ToString(), trader.IsSuspectedBot, trader.ManualPriorityOverride,
             trader.WinRate, trader.TotalPnl, trader.TotalTrades,
+            a?.Trades30d ?? 0, a?.PnL30d ?? 0, a?.WinRate30d ?? 0, a?.EstimatedBankroll ?? 0,
             s?.ActivityScore ?? 0, s?.QualityScore ?? 0, s?.VolumeScore ?? 0, s?.TimingScore ?? 0,
             s?.CombinedScore ?? 0, a?.CopytradingScore ?? 0, a?.CopytradingQualityScore ?? 0, a?.CopytradingCopyabilityScore ?? 0, s?.Rank ?? 0, wl != null, trader.CreatedAt, trader.LastPolledAt,
             trader.AiStrategySummary,
@@ -248,6 +272,9 @@ public class AnalyticsService : IAnalyticsService
             IsResolved = market.IsResolved,
             ResolutionOutcome = market.ResolutionOutcome,
             ImageUrl = market.ImageUrl,
+            BotActivityScore = market.Analytics?.BotActivityScore ?? 0,
+            UniqueTradersCount = market.Analytics?.UniqueTradersCount ?? 0,
+            AverageTradeSize = market.Analytics?.AverageTradeSize ?? 0,
             Outcomes = market.Outcomes.Select(o => new MarketOutcomeDto { Name = o.Label, Price = (double)o.CurrentPrice }).ToList(),
             RecentTrades = recentTrades.Select(MapTradeDto).ToList()
         };
@@ -455,6 +482,7 @@ public class AnalyticsService : IAnalyticsService
         t.CurrentScore?.CombinedScore ?? 0, t.Analytics?.CopytradingScore ?? 0, 
         t.Analytics?.CopytradingQualityScore ?? 0, t.Analytics?.CopytradingCopyabilityScore ?? 0,
         t.WinRate, t.TotalPnl, t.TotalTrades,
+        t.Analytics?.Trades30d ?? 0, t.Analytics?.PnL30d ?? 0, t.Analytics?.WinRate30d ?? 0, t.Analytics?.EstimatedBankroll ?? 0,
         wIds.Contains(t.Id), t.IsSuspectedBot, t.LastPolledAt);
 
     private static TradeDto MapTradeDto(Trade t) => new(

src/Predictalytics.Domain/Entities/AnalyticsEntities.cs

@@ -22,6 +22,8 @@ public class TraderAnalytics
     public decimal PnL24h { get; set; }
     public decimal WinRate24h { get; set; }
 
+    public int Trades30d { get; set; }
+
     public decimal EstimatedBankroll { get; set; }
     public decimal CurrentBalance { get; set; }
 

src/Predictalytics.Domain/Interfaces/ITraderRepository.cs

@@ -27,4 +27,6 @@ public interface ITraderRepository
     Task<IReadOnlyList<Trader>> GetTradersForPollingAsync(int take, CancellationToken ct = default);
 
     Task<IReadOnlyList<Trader>> SearchAsync(string query, int take = 20, CancellationToken ct = default);
+
+    Task<IReadOnlyList<TraderPosition>> GetPositionsAsync(int traderId, CancellationToken ct = default);
 }

src/Predictalytics.Infrastructure/Data/Repositories/TraderRepository.cs

@@ -155,4 +155,14 @@ public class TraderRepository : ITraderRepository
             .Take(take)
             .ToListAsync(ct);
     }
+
+    public async Task<IReadOnlyList<TraderPosition>> GetPositionsAsync(int traderId, CancellationToken ct = default)
+    {
+        return await _db.TraderPositions
+            .Include(p => p.MarketOutcome)
+            .ThenInclude(o => o.Market)
+            .Where(p => p.TraderId == traderId && (p.SharesHeld > 0 || p.RealizedPnl != 0))
+            .OrderByDescending(p => p.LastTradeExecutedAt ?? DateTime.MinValue)
+            .ToListAsync(ct);
+    }
 }

src/Predictalytics.Infrastructure/Migrations/20260709095847_AddTrades30dToAnalytics.cs

@@ -0,0 +1,29 @@
+using Microsoft.EntityFrameworkCore.Migrations;
+
+#nullable disable
+
+namespace Predictalytics.Infrastructure.Migrations
+{
+    /// <inheritdoc />
+    public partial class AddTrades30dToAnalytics : Migration
+    {
+        /// <inheritdoc />
+        protected override void Up(MigrationBuilder migrationBuilder)
+        {
+            migrationBuilder.AddColumn<int>(
+                name: "Trades30d",
+                table: "TraderAnalytics",
+                type: "int",
+                nullable: false,
+                defaultValue: 0);
+        }
+
+        /// <inheritdoc />
+        protected override void Down(MigrationBuilder migrationBuilder)
+        {
+            migrationBuilder.DropColumn(
+                name: "Trades30d",
+                table: "TraderAnalytics");
+        }
+    }
+}

src/Predictalytics.Infrastructure/Migrations/AppDbContextModelSnapshot.cs

@@ -667,6 +667,9 @@ namespace Predictalytics.Infrastructure.Migrations
                         .HasPrecision(18, 4)
                         .HasColumnType("decimal(18,4)");
 
+                    b.Property<int>("Trades30d")
+                        .HasColumnType("int");
+
                     b.Property<decimal>("WinRate24h")
                         .HasPrecision(8, 4)
                         .HasColumnType("decimal(8,4)");

src/Predictalytics.Infrastructure/Services/PositionPnLEngine.cs

@@ -321,6 +321,9 @@ public class PositionPnLEngine : IPositionPnLEngine
         analytics.PnL7d = overallPnl - (snapshot7d?.TotalPnl ?? 0);
         analytics.PnL30d = overallPnl - (snapshot30d?.TotalPnl ?? 0);
 
+        // Count Trades30d
+        analytics.Trades30d = trades.Count(t => t.ExecutedAt >= cutoff30d);
+
         // Calculate Win Rate on Market level
         var (winRateOverall, winRate30d, winRate7d, winRate24h) = CalculateMarketWinRates(trades, tempPositions, cutoff30d, cutoff7d, cutoff24h);