From 576f264c85134e0faf1fc6189d1d3cc70783324c Mon Sep 17 00:00:00 2001
From: "github-actions[bot]" <github-actions[bot]@users.noreply.github.com>
Date: Mon, 23 Feb 2026 13:55:47 +0000
Subject: [PATCH] chore: daily discovery 2026-02-23

---
 data/recommendations/2026-02-23.json          |  231 +++
 .../recommendations/performance_database.json | 1472 +++++++++--------
 data/recommendations/statistics.json          |   80 +-
 3 files changed, 1037 insertions(+), 746 deletions(-)
 create mode 100644 data/recommendations/2026-02-23.json

diff --git a/data/recommendations/2026-02-23.json b/data/recommendations/2026-02-23.json
new file mode 100644
index 00000000..4db86683
--- /dev/null
+++ b/data/recommendations/2026-02-23.json
@@ -0,0 +1,231 @@
+{
+  "date": "2026-02-23",
+  "llm_provider": "google",
+  "recommendations": [
+    {
+      "ticker": "KKR",
+      "rank": 1,
+      "company_name": "KKR & Co. Inc.",
+      "description": "Global investment firm managing private equity, energy, infrastructure, real estate, and credit, with strategic hedge fund partnerships.",
+      "strategy_match": "insider_buying",
+      "pipeline": "insider_buying",
+      "final_score": 88,
+      "confidence": 9,
+      "risk_level": "moderate",
+      "reason": "Co-CEO Scott Nuttall executed a massive $12.8M purchase, part of a $35M insider cluster buying spree, signaling extreme conviction despite the current downtrend. With an RSI of 32.9 approaching oversold territory, the stock offers a high-reward contrarian entry. The sheer magnitude of C-suite buying often marks a definitive bottom. The divergence between price action and insider sentiment creates a prime reversion opportunity.",
+      "entry_price": 101.18000030517578,
+      "discovery_date": "2026-02-23",
+      "status": "open"
+    },
+    {
+      "ticker": "FAF",
+      "rank": 2,
+      "company_name": "First American Financial Corporation",
+      "description": "Provides financial services through title insurance and specialized services for the real estate industry.",
+      "strategy_match": "insider_buying",
+      "pipeline": "insider_buying",
+      "final_score": 86,
+      "confidence": 9,
+      "risk_level": "low",
+      "reason": "Director Parker Kennedy purchased over $4M in stock, aligning with a highly bullish options put/call ratio of 0.053. The stock is in a confirmed uptrend, trading above its 20 and 50 SMAs, with rising OBV confirming accumulation. The confluence of significant insider money and aggressive call buying suggests an imminent breakout continuation. Volatility is moderate, offering a stable entry.",
+      "entry_price": 67.36000061035156,
+      "discovery_date": "2026-02-23",
+      "status": "open"
+    },
+    {
+      "ticker": "MSCI",
+      "rank": 3,
+      "company_name": "MSCI Inc.",
+      "description": "Provides investment decision support tools, including indexes, portfolio risk and performance analytics, and governance tools.",
+      "strategy_match": "insider_buying",
+      "pipeline": "insider_buying",
+      "final_score": 84,
+      "confidence": 8,
+      "risk_level": "moderate",
+      "reason": "CEO Henry Fernandez purchased $3.56M worth of shares, supported by a cluster of buyers. While technicals are mixed with the price below the 50 SMA, the C-level accumulation provides a strong fundamental floor. The stock is showing intraday strength (+0.8%) and rising OBV, indicating institutional support building at these levels. A reversal seems likely given the high-conviction insider activity.",
+      "entry_price": 544.1099853515625,
+      "discovery_date": "2026-02-23",
+      "status": "open"
+    },
+    {
+      "ticker": "SONO",
+      "rank": 4,
+      "company_name": "Sonos, Inc.",
+      "description": "Designs, develops, manufactures, and sells multi-room audio products, including wireless speakers and home theater systems.",
+      "strategy_match": "insider_buying",
+      "pipeline": "insider_buying",
+      "final_score": 82,
+      "confidence": 8,
+      "risk_level": "speculative",
+      "reason": "10% Owner Coliseum Capital Management aggressively added over $10M in shares, complemented by a very bullish options put/call ratio of 0.133. High short interest of 14.8% adds significant squeeze potential to this catalyst. Although the stock is in a downtrend, the combination of deep-pocketed accumulation and bullish flow suggests a sharp reversal is targeting the shorts.",
+      "entry_price": 15.40999984741211,
+      "discovery_date": "2026-02-23",
+      "status": "open"
+    },
+    {
+      "ticker": "WRB",
+      "rank": 5,
+      "company_name": "W. R. Berkley Corporation",
+      "description": "Commercial lines insurance writer operating in the property casualty insurance business in the United States and internationally.",
+      "strategy_match": "insider_buying",
+      "pipeline": "insider_buying",
+      "final_score": 80,
+      "confidence": 8,
+      "risk_level": "low",
+      "reason": "Institutional 10% owner Mitsui Sumitomo Insurance has relentlessly accumulated over $69M in shares recently. The stock is technically strong, holding an uptrend above its 50 SMA with a bullish RSI of 56. This steady, large-scale accumulation implies a strategic long-term position that significantly de-risks the trade. The low volatility and steady trend make this a high-probability setup.",
+      "entry_price": 71.08000183105469,
+      "discovery_date": "2026-02-23",
+      "status": "open"
+    },
+    {
+      "ticker": "ADM",
+      "rank": 6,
+      "company_name": "Archer-Daniels-Midland Company",
+      "description": "Procures, transports, stores, processes, and merchandises agricultural commodities, products, and ingredients worldwide.",
+      "strategy_match": "options_flow",
+      "pipeline": "options_flow",
+      "final_score": 79,
+      "confidence": 7,
+      "risk_level": "moderate",
+      "reason": "Options flow is exceptionally bullish with a put/call ratio of 0.064 and 2 unusual call signals. The stock is in a strong uptrend, trading above all key moving averages with rising momentum. While there is some insider selling, the overwhelming bullishness in the options market points to an expectation of continued near-term upside. Technicals confirm strength with the price above the 20 EMA.",
+      "entry_price": 67.87999725341797,
+      "discovery_date": "2026-02-23",
+      "status": "open"
+    },
+    {
+      "ticker": "BYD",
+      "rank": 7,
+      "company_name": "Boyd Gaming Corporation",
+      "description": "Operates as a multi-jurisdictional gaming company with casinos and online gaming platforms across the United States.",
+      "strategy_match": "social_hype",
+      "pipeline": "social_hype",
+      "final_score": 78,
+      "confidence": 8,
+      "risk_level": "moderate",
+      "reason": "Strong multi-factor alignment: price is in a strong uptrend above the 50 SMA, supported by a bullish MACD crossover. Options flow is positive with a put/call ratio of 0.47 and unusual call activity. Despite being a 'social hype' candidate, the technical and options data provide solid quantitative backing for a breakout. The stock is nearing its upper Bollinger Band, suggesting strong momentum.",
+      "entry_price": 86.19999694824219,
+      "discovery_date": "2026-02-23",
+      "status": "open"
+    },
+    {
+      "ticker": "GOOGL",
+      "rank": 8,
+      "company_name": "Alphabet Inc.",
+      "description": "Multinational technology company offering web-based search, advertisements, maps, software applications, mobile OS, and consumer content.",
+      "strategy_match": "analyst_upgrade",
+      "pipeline": "analyst_upgrade",
+      "final_score": 77,
+      "confidence": 8,
+      "risk_level": "moderate",
+      "reason": "Fresh analyst upgrade citing AI capacity leadership has triggered a 4% intraday rally. Bullish options volume (152k calls vs 93k puts) supports the move, despite some insider selling. The stock is reclaiming levels with strong volume, and the news catalyst provides immediate momentum. The stochastic bullish crossover confirms shifting momentum.",
+      "entry_price": 314.9800109863281,
+      "discovery_date": "2026-02-23",
+      "status": "open"
+    },
+    {
+      "ticker": "AMZN",
+      "rank": 9,
+      "company_name": "Amazon.com, Inc.",
+      "description": "Engages in the retail sale of consumer products and subscriptions in North America and internationally, and provides cloud computing services.",
+      "strategy_match": "options_flow",
+      "pipeline": "options_flow",
+      "final_score": 76,
+      "confidence": 7,
+      "risk_level": "moderate",
+      "reason": "Price is rebounding strongly (+2.56%) with a bullish stochastic crossover. Options flow is heavily skewed to calls with a put/call volume ratio of 0.373 and 11 unusual call strikes. While the stock remains in a broader downtrend, this flow suggests a sharp tactical bounce or trend reversal is underway. Rising OBV confirms volume support for the move.",
+      "entry_price": 210.11000061035156,
+      "discovery_date": "2026-02-23",
+      "status": "open"
+    },
+    {
+      "ticker": "VERX",
+      "rank": 10,
+      "company_name": "Vertex, Inc.",
+      "description": "Provides tax technology solutions for retail, wholesale, and manufacturing industries.",
+      "strategy_match": "insider_buying",
+      "pipeline": "insider_buying",
+      "final_score": 76,
+      "confidence": 7,
+      "risk_level": "high",
+      "reason": "Deep contrarian play with a 10% owner purchasing over $5.1M in shares. The stock is technically oversold (RSI 28.1), creating a classic 'insider bottom-fishing' setup. While the trend is bearish, the magnitude of the insider buy at these levels suggests they see the selloff as overdone. High volatility requires careful risk management.",
+      "entry_price": 12.739999771118164,
+      "discovery_date": "2026-02-23",
+      "status": "open"
+    },
+    {
+      "ticker": "EVER",
+      "rank": 11,
+      "company_name": "EverQuote, Inc.",
+      "description": "Operates an online marketplace for insurance shopping, connecting consumers with insurance providers.",
+      "strategy_match": "earnings_play",
+      "pipeline": "earnings_play",
+      "final_score": 75,
+      "confidence": 7,
+      "risk_level": "speculative",
+      "reason": "Earnings released AMC today coincide with a +7.5% intraday surge and an extremely bullish options put/call ratio of 0.138. RSI is recovering from oversold levels, and the ADX indicates a very strong trend. The combination of earnings volatility, high short interest (11.2%), and bullish positioning suggests a potential post-earnings squeeze.",
+      "entry_price": 15.489999771118164,
+      "discovery_date": "2026-02-23",
+      "status": "open"
+    },
+    {
+      "ticker": "WFC",
+      "rank": 12,
+      "company_name": "Wells Fargo & Company",
+      "description": "Diversified financial services company providing banking, insurance, investments, mortgage, and consumer and commercial finance.",
+      "strategy_match": "analyst_upgrade",
+      "pipeline": "analyst_upgrade",
+      "final_score": 75,
+      "confidence": 7,
+      "risk_level": "moderate",
+      "reason": "Analyst upgrade combined with bullish options flow (P/C ratio 0.663) and 16 unusual call strikes. The stock is up 1.5% intraday, showing responsiveness to the news. While in a technical downtrend, the catalyst and options activity suggest a momentum shift. Rising OBV confirms buyers are stepping in.",
+      "entry_price": 88.69999694824219,
+      "discovery_date": "2026-02-23",
+      "status": "open"
+    },
+    {
+      "ticker": "OKE",
+      "rank": 13,
+      "company_name": "ONEOK, Inc.",
+      "description": "Engages in the gathering, processing, storage, and transportation of natural gas and natural gas liquids in the United States.",
+      "strategy_match": "earnings_play",
+      "pipeline": "earnings_play",
+      "final_score": 74,
+      "confidence": 7,
+      "risk_level": "moderate",
+      "reason": "Heading into earnings with a robust uptrend and a very bullish put/call ratio of 0.079. Price is above the 20 and 50 SMAs, indicating sustained strength. The primary risk is the binary earnings event today, but the options market is pricing in upside. RSI is overbought (75), so a quick profit-taking approach is advised.",
+      "entry_price": 87.33000183105469,
+      "discovery_date": "2026-02-23",
+      "status": "open"
+    },
+    {
+      "ticker": "CVX",
+      "rank": 14,
+      "company_name": "Chevron Corporation",
+      "description": "Integrated energy and chemicals operations, exploring for, producing, and transporting crude oil and natural gas.",
+      "strategy_match": "options_flow",
+      "pipeline": "options_flow",
+      "final_score": 74,
+      "confidence": 7,
+      "risk_level": "low",
+      "reason": "Energy sector strength is confirmed by a strong uptrend (above 50/200 SMAs) and bullish options volume (P/C 0.28). Despite some insider selling, the technicals and flow remain supportive of further upside. The stock is trading above VWAP and has rising OBV, indicating healthy institutional participation.",
+      "entry_price": 183.92999267578125,
+      "discovery_date": "2026-02-23",
+      "status": "open"
+    },
+    {
+      "ticker": "AAPL",
+      "rank": 15,
+      "company_name": "Apple Inc.",
+      "description": "Designs, manufactures, and markets smartphones, personal computers, tablets, wearables, and accessories worldwide.",
+      "strategy_match": "options_flow",
+      "pipeline": "options_flow",
+      "final_score": 74,
+      "confidence": 7,
+      "risk_level": "moderate",
+      "reason": "Strong intraday move (+2.2%) backed by 8 unusual call strikes and a P/C ratio of 0.5. While the daily trend remains down, this price action suggests a significant technical bounce or reversal attempt. The volume of call buying indicates traders are betting on a recovery. Rising OBV supports the bullish thesis.",
+      "entry_price": 264.5799865722656,
+      "discovery_date": "2026-02-23",
+      "status": "open"
+    }
+  ]
+}
\ No newline at end of file
diff --git a/data/recommendations/performance_database.json b/data/recommendations/performance_database.json
index 81851ed1..041a35c7 100644
--- a/data/recommendations/performance_database.json
+++ b/data/recommendations/performance_database.json
@@ -1,5 +1,5 @@
 {
-  "last_updated": "2026-02-22 13:31:47",
+  "last_updated": "2026-02-23 13:50:47",
   "total_recommendations": 345,
   "recommendations_by_date": {
     "2026-02-10": [
@@ -15,8 +15,8 @@
         "status": "open",
         "current_price": 23.43000030517578,
         "return_pct": -5.87,
-        "days_held": 12,
-        "last_updated": "2026-02-22",
+        "days_held": 13,
+        "last_updated": "2026-02-23",
         "return_1d": -2.79,
         "win_1d": false,
         "return_7d": -5.3,
@@ -37,8 +37,8 @@
         "status": "open",
         "current_price": 5.679999828338623,
         "return_pct": -2.57,
-        "days_held": 12,
-        "last_updated": "2026-02-22",
+        "days_held": 13,
+        "last_updated": "2026-02-23",
         "return_1d": -2.14,
         "win_1d": false,
         "return_7d": -2.06,
@@ -59,8 +59,8 @@
         "status": "open",
         "current_price": 45.36000061035156,
         "return_pct": 6.67,
-        "days_held": 12,
-        "last_updated": "2026-02-22",
+        "days_held": 13,
+        "last_updated": "2026-02-23",
         "return_1d": -13.7,
         "win_1d": false,
         "return_7d": 3.12,
@@ -81,8 +81,8 @@
         "status": "open",
         "current_price": 49.130001068115234,
         "return_pct": -1.33,
-        "days_held": 12,
-        "last_updated": "2026-02-22",
+        "days_held": 13,
+        "last_updated": "2026-02-23",
         "return_1d": -2.73,
         "win_1d": false,
         "return_7d": -1.43,
@@ -103,8 +103,8 @@
         "status": "open",
         "current_price": 15.220000267028809,
         "return_pct": -0.52,
-        "days_held": 12,
-        "last_updated": "2026-02-22",
+        "days_held": 13,
+        "last_updated": "2026-02-23",
         "return_1d": -6.73,
         "win_1d": false,
         "return_7d": -6.54,
@@ -125,8 +125,8 @@
         "status": "open",
         "current_price": 5.869999885559082,
         "return_pct": -9.13,
-        "days_held": 12,
-        "last_updated": "2026-02-22",
+        "days_held": 13,
+        "last_updated": "2026-02-23",
         "return_1d": -2.24,
         "win_1d": false,
         "return_7d": -5.73,
@@ -147,8 +147,8 @@
         "status": "open",
         "current_price": 115.66000366210938,
         "return_pct": -12.14,
-        "days_held": 12,
-        "last_updated": "2026-02-22",
+        "days_held": 13,
+        "last_updated": "2026-02-23",
         "return_1d": -4.87,
         "win_1d": false,
         "return_7d": -4.89,
@@ -169,8 +169,8 @@
         "status": "open",
         "current_price": 10.800000190734863,
         "return_pct": -17.4,
-        "days_held": 12,
-        "last_updated": "2026-02-22",
+        "days_held": 13,
+        "last_updated": "2026-02-23",
         "return_1d": -11.01,
         "win_1d": false,
         "return_7d": -13.42,
@@ -191,8 +191,8 @@
         "status": "open",
         "current_price": 16.09000015258789,
         "return_pct": 18.75,
-        "days_held": 12,
-        "last_updated": "2026-02-22",
+        "days_held": 13,
+        "last_updated": "2026-02-23",
         "return_1d": 8.12,
         "win_1d": true,
         "return_7d": 12.55,
@@ -213,8 +213,8 @@
         "status": "open",
         "current_price": 80.77999877929688,
         "return_pct": -6.39,
-        "days_held": 12,
-        "last_updated": "2026-02-22",
+        "days_held": 13,
+        "last_updated": "2026-02-23",
         "return_1d": -4.19,
         "win_1d": false,
         "return_7d": -4.08,
@@ -235,8 +235,8 @@
         "status": "open",
         "current_price": 5.690000057220459,
         "return_pct": -6.95,
-        "days_held": 12,
-        "last_updated": "2026-02-22",
+        "days_held": 13,
+        "last_updated": "2026-02-23",
         "return_1d": -5.81,
         "win_1d": false,
         "return_7d": -8.75,
@@ -257,8 +257,8 @@
         "status": "open",
         "current_price": 80.19999694824219,
         "return_pct": -19.65,
-        "days_held": 12,
-        "last_updated": "2026-02-22",
+        "days_held": 13,
+        "last_updated": "2026-02-23",
         "return_1d": -4.8,
         "win_1d": false,
         "return_7d": -17.33,
@@ -279,8 +279,8 @@
         "status": "open",
         "current_price": 151.0399932861328,
         "return_pct": 4.03,
-        "days_held": 12,
-        "last_updated": "2026-02-22",
+        "days_held": 13,
+        "last_updated": "2026-02-23",
         "return_1d": -1.45,
         "win_1d": false,
         "return_7d": 1.05,
@@ -301,8 +301,8 @@
         "status": "open",
         "current_price": 655.6599731445312,
         "return_pct": -2.34,
-        "days_held": 12,
-        "last_updated": "2026-02-22",
+        "days_held": 13,
+        "last_updated": "2026-02-23",
         "return_1d": -1.03,
         "win_1d": false,
         "return_7d": -4.71,
@@ -323,8 +323,8 @@
         "status": "open",
         "current_price": 71.08000183105469,
         "return_pct": 2.97,
-        "days_held": 12,
-        "last_updated": "2026-02-22",
+        "days_held": 13,
+        "last_updated": "2026-02-23",
         "return_1d": 2.1,
         "win_1d": true,
         "return_7d": 0.97,
@@ -347,8 +347,8 @@
         "status": "open",
         "current_price": 23.43000030517578,
         "return_pct": -6.02,
-        "days_held": 16,
-        "last_updated": "2026-02-22",
+        "days_held": 17,
+        "last_updated": "2026-02-23",
         "return_1d": -0.44,
         "win_1d": false,
         "return_7d": -5.66,
@@ -369,8 +369,8 @@
         "status": "open",
         "current_price": 10.800000190734863,
         "return_pct": -12.12,
-        "days_held": 16,
-        "last_updated": "2026-02-22",
+        "days_held": 17,
+        "last_updated": "2026-02-23",
         "return_1d": -14.56,
         "win_1d": false,
         "return_7d": -16.6,
@@ -391,8 +391,8 @@
         "status": "open",
         "current_price": 397.2300109863281,
         "return_pct": 0.63,
-        "days_held": 16,
-        "last_updated": "2026-02-22",
+        "days_held": 17,
+        "last_updated": "2026-02-23",
         "return_1d": 4.7,
         "win_1d": true,
         "return_7d": 1.8,
@@ -413,8 +413,8 @@
         "status": "open",
         "current_price": 411.82000732421875,
         "return_pct": 0.34,
-        "days_held": 16,
-        "last_updated": "2026-02-22",
+        "days_held": 17,
+        "last_updated": "2026-02-23",
         "return_1d": 3.61,
         "win_1d": true,
         "return_7d": 1.62,
@@ -435,8 +435,8 @@
         "status": "open",
         "current_price": 264.5799865722656,
         "return_pct": -5.18,
-        "days_held": 16,
-        "last_updated": "2026-02-22",
+        "days_held": 17,
+        "last_updated": "2026-02-23",
         "return_1d": -1.91,
         "win_1d": false,
         "return_7d": -6.2,
@@ -457,8 +457,8 @@
         "status": "open",
         "current_price": 5.690000057220459,
         "return_pct": 2.16,
-        "days_held": 16,
-        "last_updated": "2026-02-22",
+        "days_held": 17,
+        "last_updated": "2026-02-23",
         "return_1d": 4.85,
         "win_1d": true,
         "return_7d": 1.44,
@@ -479,8 +479,8 @@
         "status": "open",
         "current_price": 44.4900016784668,
         "return_pct": 24.59,
-        "days_held": 16,
-        "last_updated": "2026-02-22",
+        "days_held": 17,
+        "last_updated": "2026-02-23",
         "return_1d": 13.27,
         "win_1d": true,
         "return_7d": 24.45,
@@ -501,8 +501,8 @@
         "status": "open",
         "current_price": 112.20999908447266,
         "return_pct": 2.55,
-        "days_held": 16,
-        "last_updated": "2026-02-22",
+        "days_held": 17,
+        "last_updated": "2026-02-23",
         "return_1d": 2.61,
         "win_1d": true,
         "return_7d": 1.87,
@@ -523,8 +523,8 @@
         "status": "open",
         "current_price": 201.47000122070312,
         "return_pct": -8.74,
-        "days_held": 16,
-        "last_updated": "2026-02-22",
+        "days_held": 17,
+        "last_updated": "2026-02-23",
         "return_1d": -6.43,
         "win_1d": false,
         "return_7d": -6.42,
@@ -545,8 +545,8 @@
         "status": "open",
         "current_price": 288.67999267578125,
         "return_pct": 6.35,
-        "days_held": 16,
-        "last_updated": "2026-02-22",
+        "days_held": 17,
+        "last_updated": "2026-02-23",
         "return_1d": 0.97,
         "win_1d": true,
         "return_7d": -0.31,
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+        "days_held": 17,
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@@ -589,8 +589,8 @@
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+        "days_held": 17,
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@@ -611,8 +611,8 @@
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@@ -633,8 +633,8 @@
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@@ -655,8 +655,8 @@
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@@ -679,8 +679,8 @@
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@@ -701,8 +701,8 @@
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@@ -723,8 +723,8 @@
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@@ -745,8 +745,8 @@
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@@ -767,8 +767,8 @@
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@@ -789,8 +789,8 @@
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@@ -811,8 +811,8 @@
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@@ -833,8 +833,8 @@
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@@ -855,8 +855,8 @@
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@@ -877,8 +877,8 @@
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@@ -901,8 +901,8 @@
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@@ -923,8 +923,8 @@
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@@ -945,8 +945,8 @@
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@@ -967,8 +967,8 @@
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@@ -989,8 +989,8 @@
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@@ -1011,8 +1011,8 @@
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@@ -1033,8 +1033,8 @@
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@@ -1055,8 +1055,8 @@
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@@ -1077,8 +1077,8 @@
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@@ -1099,8 +1099,8 @@
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@@ -1123,8 +1123,8 @@
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@@ -1145,8 +1145,8 @@
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@@ -1167,8 +1167,8 @@
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@@ -1189,8 +1189,8 @@
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@@ -1211,8 +1211,8 @@
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@@ -1233,8 +1233,8 @@
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@@ -1255,8 +1255,8 @@
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@@ -1277,8 +1277,8 @@
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@@ -1299,8 +1299,8 @@
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@@ -1321,8 +1321,8 @@
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@@ -1345,8 +1345,8 @@
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@@ -1367,8 +1367,8 @@
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@@ -1389,8 +1389,8 @@
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@@ -1411,8 +1411,8 @@
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@@ -1433,8 +1433,8 @@
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@@ -1455,8 +1455,8 @@
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@@ -1477,8 +1477,8 @@
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@@ -1499,8 +1499,8 @@
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@@ -1521,8 +1521,8 @@
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@@ -1543,8 +1543,8 @@
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@@ -1567,8 +1567,8 @@
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@@ -1589,8 +1589,8 @@
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@@ -1611,8 +1611,8 @@
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@@ -1633,8 +1633,8 @@
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@@ -1655,8 +1655,8 @@
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@@ -1677,8 +1677,8 @@
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@@ -1699,8 +1699,8 @@
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@@ -1721,8 +1721,8 @@
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@@ -1743,8 +1743,8 @@
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@@ -1765,8 +1765,8 @@
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@@ -1789,8 +1789,8 @@
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@@ -1811,8 +1811,8 @@
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@@ -1833,8 +1833,8 @@
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@@ -1855,8 +1855,8 @@
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@@ -1877,8 +1877,8 @@
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@@ -1899,8 +1899,8 @@
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@@ -1921,8 +1921,8 @@
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@@ -1943,8 +1943,8 @@
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@@ -1965,8 +1965,8 @@
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@@ -1987,8 +1987,8 @@
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@@ -2011,8 +2011,8 @@
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@@ -2033,8 +2033,8 @@
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@@ -2055,8 +2055,8 @@
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@@ -2077,8 +2077,8 @@
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@@ -2099,8 +2099,8 @@
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@@ -2121,8 +2121,8 @@
         "status": "open",
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@@ -2143,8 +2143,8 @@
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@@ -2165,8 +2165,8 @@
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@@ -2187,8 +2187,8 @@
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@@ -2209,8 +2209,8 @@
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@@ -2231,8 +2231,8 @@
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@@ -2253,8 +2253,8 @@
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@@ -2275,8 +2275,8 @@
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@@ -2297,8 +2297,8 @@
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@@ -2319,8 +2319,8 @@
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@@ -2343,8 +2343,8 @@
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@@ -2365,8 +2365,8 @@
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@@ -2387,8 +2387,8 @@
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@@ -2409,8 +2409,8 @@
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@@ -2431,8 +2431,8 @@
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@@ -2453,8 +2453,8 @@
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@@ -2475,8 +2475,8 @@
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@@ -2497,8 +2497,8 @@
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@@ -2519,8 +2519,8 @@
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@@ -2541,8 +2541,8 @@
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@@ -2563,8 +2563,8 @@
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@@ -2585,8 +2585,8 @@
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@@ -2607,8 +2607,8 @@
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@@ -2629,8 +2629,8 @@
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@@ -2651,8 +2651,8 @@
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+        "days_held": 20,
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@@ -2675,8 +2675,8 @@
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+        "days_held": 25,
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@@ -2697,8 +2697,8 @@
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@@ -2719,8 +2719,8 @@
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@@ -2741,8 +2741,8 @@
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@@ -2763,8 +2763,8 @@
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@@ -2785,8 +2785,8 @@
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@@ -2807,8 +2807,8 @@
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@@ -2829,8 +2829,8 @@
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@@ -2851,8 +2851,8 @@
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@@ -2873,8 +2873,8 @@
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@@ -2897,8 +2897,8 @@
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@@ -2919,8 +2919,8 @@
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+        "days_held": 29,
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@@ -2941,8 +2941,8 @@
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@@ -2963,8 +2963,8 @@
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+        "days_held": 29,
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@@ -2985,8 +2985,8 @@
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+        "days_held": 29,
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@@ -3007,8 +3007,8 @@
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+        "days_held": 29,
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@@ -3029,8 +3029,8 @@
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@@ -3473,8 +3473,8 @@
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@@ -3539,8 +3539,8 @@
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@@ -3561,8 +3561,8 @@
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@@ -3737,8 +3737,8 @@
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@@ -3849,8 +3849,8 @@
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@@ -3893,8 +3893,8 @@
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@@ -3915,8 +3915,8 @@
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@@ -3937,8 +3937,8 @@
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@@ -3959,8 +3959,8 @@
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@@ -4025,8 +4025,8 @@
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@@ -4047,8 +4047,8 @@
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@@ -4069,8 +4069,8 @@
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@@ -4091,8 +4091,8 @@
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@@ -4115,8 +4115,8 @@
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@@ -4134,8 +4134,8 @@
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@@ -4153,8 +4153,8 @@
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@@ -4210,8 +4210,8 @@
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@@ -4229,8 +4229,8 @@
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@@ -4267,8 +4267,8 @@
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@@ -4286,8 +4286,8 @@
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@@ -4305,8 +4305,8 @@
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@@ -4324,8 +4324,8 @@
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@@ -4343,8 +4343,8 @@
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@@ -4421,8 +4421,8 @@
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@@ -4440,8 +4440,8 @@
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@@ -4459,8 +4459,8 @@
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@@ -4478,8 +4478,8 @@
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@@ -4516,8 +4516,8 @@
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@@ -4535,8 +4535,8 @@
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@@ -4573,8 +4573,8 @@
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@@ -4592,8 +4592,8 @@
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@@ -4611,8 +4611,8 @@
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@@ -4630,8 +4630,8 @@
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@@ -4668,8 +4668,8 @@
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@@ -4687,8 +4687,8 @@
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@@ -4706,8 +4706,8 @@
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@@ -4725,8 +4725,8 @@
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@@ -4744,8 +4744,8 @@
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@@ -4820,8 +4820,8 @@
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@@ -4839,8 +4839,8 @@
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@@ -4858,8 +4858,8 @@
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@@ -4879,8 +4879,8 @@
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@@ -4898,8 +4898,8 @@
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@@ -4917,8 +4917,8 @@
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@@ -4936,8 +4936,8 @@
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@@ -4955,8 +4955,8 @@
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@@ -4974,8 +4974,8 @@
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@@ -4993,8 +4993,8 @@
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@@ -5012,8 +5012,8 @@
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@@ -5031,8 +5031,8 @@
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@@ -5050,8 +5050,8 @@
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@@ -5069,8 +5069,8 @@
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@@ -5088,8 +5088,8 @@
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@@ -5107,8 +5107,8 @@
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@@ -5126,8 +5126,8 @@
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@@ -5145,8 +5145,8 @@
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@@ -5166,13 +5166,15 @@
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         "pipeline": "options_flow",
         "company_name": "ADM",
-        "description": ""
+        "description": "",
+        "return_7d": -2.34,
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       {
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@@ -5186,13 +5188,15 @@
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         "pipeline": "insider_buying",
         "company_name": "WRB",
-        "description": ""
+        "description": "",
+        "return_7d": 1.98,
+        "win_7d": true
       },
       {
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@@ -5206,13 +5210,15 @@
         "status": "open",
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         "pipeline": "options_flow",
         "company_name": "AMGN",
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+        "description": "",
+        "return_7d": 1.51,
+        "win_7d": true
       },
       {
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@@ -5226,13 +5232,15 @@
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         "pipeline": "momentum",
         "company_name": "APA",
-        "description": ""
+        "description": "",
+        "return_7d": 4.08,
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       },
       {
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@@ -5246,13 +5254,15 @@
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         "pipeline": "insider_buying",
         "company_name": "KKR",
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       {
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         "pipeline": "momentum",
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@@ -5286,13 +5298,15 @@
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         "pipeline": "insider_buying",
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@@ -5306,13 +5320,15 @@
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         "pipeline": "momentum",
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@@ -5326,13 +5342,15 @@
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         "pipeline": "options_flow",
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         "pipeline": "options_flow",
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       {
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@@ -5366,13 +5386,15 @@
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         "pipeline": "insider_buying",
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         "pipeline": "options_flow",
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@@ -5406,13 +5430,15 @@
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@@ -5426,13 +5452,15 @@
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         "pipeline": "social_dd",
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         "pipeline": "social_dd",
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@@ -5468,8 +5498,8 @@
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@@ -5742,8 +5772,8 @@
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@@ -5793,8 +5823,8 @@
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@@ -5810,8 +5840,8 @@
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@@ -5827,8 +5857,8 @@
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@@ -5963,8 +5993,8 @@
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@@ -5982,8 +6012,8 @@
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@@ -5999,8 +6029,8 @@
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@@ -6186,8 +6216,8 @@
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+        "days_held": 4,
+        "last_updated": "2026-02-23",
         "return_1d": 0.12,
         "win_1d": true
       },
@@ -6220,8 +6250,8 @@
         "status": "open",
         "current_price": 50.209999084472656,
         "return_pct": -50.91,
-        "days_held": 3,
-        "last_updated": "2026-02-22",
+        "days_held": 4,
+        "last_updated": "2026-02-23",
         "return_1d": -0.73,
         "win_1d": false
       }
@@ -6239,8 +6269,8 @@
         "status": "open",
         "current_price": 5.869999885559082,
         "return_pct": -2.81,
-        "days_held": 2,
-        "last_updated": "2026-02-22",
+        "days_held": 3,
+        "last_updated": "2026-02-23",
         "return_1d": -2.81,
         "win_1d": false
       },
@@ -6256,8 +6286,8 @@
         "status": "open",
         "current_price": 71.08000183105469,
         "return_pct": 1.05,
-        "days_held": 2,
-        "last_updated": "2026-02-22",
+        "days_held": 3,
+        "last_updated": "2026-02-23",
         "return_1d": 1.05,
         "win_1d": true
       },
@@ -6273,8 +6303,8 @@
         "status": "open",
         "current_price": 24.3799991607666,
         "return_pct": 0.99,
-        "days_held": 2,
-        "last_updated": "2026-02-22",
+        "days_held": 3,
+        "last_updated": "2026-02-23",
         "return_1d": 0.99,
         "win_1d": true
       },
@@ -6290,8 +6320,8 @@
         "status": "open",
         "current_price": 10.460000038146973,
         "return_pct": 2.85,
-        "days_held": 2,
-        "last_updated": "2026-02-22",
+        "days_held": 3,
+        "last_updated": "2026-02-23",
         "return_1d": 2.85,
         "win_1d": true
       },
@@ -6307,8 +6337,8 @@
         "status": "open",
         "current_price": 15.760000228881836,
         "return_pct": 0.45,
-        "days_held": 2,
-        "last_updated": "2026-02-22",
+        "days_held": 3,
+        "last_updated": "2026-02-23",
         "return_1d": 0.45,
         "win_1d": true
       },
@@ -6324,8 +6354,8 @@
         "status": "open",
         "current_price": 67.87999725341797,
         "return_pct": -1.42,
-        "days_held": 2,
-        "last_updated": "2026-02-22",
+        "days_held": 3,
+        "last_updated": "2026-02-23",
         "return_1d": -1.42,
         "win_1d": false
       },
@@ -6341,8 +6371,8 @@
         "status": "open",
         "current_price": 101.18000030517578,
         "return_pct": -0.45,
-        "days_held": 2,
-        "last_updated": "2026-02-22",
+        "days_held": 3,
+        "last_updated": "2026-02-23",
         "return_1d": -0.45,
         "win_1d": false
       },
@@ -6358,8 +6388,8 @@
         "status": "open",
         "current_price": 45.290000915527344,
         "return_pct": -0.55,
-        "days_held": 2,
-        "last_updated": "2026-02-22",
+        "days_held": 3,
+        "last_updated": "2026-02-23",
         "return_1d": -0.55,
         "win_1d": false
       },
@@ -6375,8 +6405,8 @@
         "status": "open",
         "current_price": 67.36000061035156,
         "return_pct": 1.23,
-        "days_held": 2,
-        "last_updated": "2026-02-22",
+        "days_held": 3,
+        "last_updated": "2026-02-23",
         "return_1d": 1.23,
         "win_1d": true
       },
@@ -6392,8 +6422,8 @@
         "status": "open",
         "current_price": 544.1099853515625,
         "return_pct": 0.55,
-        "days_held": 2,
-        "last_updated": "2026-02-22",
+        "days_held": 3,
+        "last_updated": "2026-02-23",
         "return_1d": 0.55,
         "win_1d": true
       },
@@ -6409,8 +6439,8 @@
         "status": "open",
         "current_price": 397.2300109863281,
         "return_pct": -0.31,
-        "days_held": 2,
-        "last_updated": "2026-02-22",
+        "days_held": 3,
+        "last_updated": "2026-02-23",
         "return_1d": -0.31,
         "win_1d": false
       },
@@ -6426,8 +6456,8 @@
         "status": "open",
         "current_price": 114.02999877929688,
         "return_pct": 1.13,
-        "days_held": 2,
-        "last_updated": "2026-02-22",
+        "days_held": 3,
+        "last_updated": "2026-02-23",
         "return_1d": 1.13,
         "win_1d": true
       },
@@ -6443,8 +6473,8 @@
         "status": "open",
         "current_price": 374.75,
         "return_pct": -0.2,
-        "days_held": 2,
-        "last_updated": "2026-02-22",
+        "days_held": 3,
+        "last_updated": "2026-02-23",
         "return_1d": -0.2,
         "win_1d": false
       },
@@ -6460,8 +6490,8 @@
         "status": "open",
         "current_price": 759.739990234375,
         "return_pct": -0.1,
-        "days_held": 2,
-        "last_updated": "2026-02-22",
+        "days_held": 3,
+        "last_updated": "2026-02-23",
         "return_1d": -0.1,
         "win_1d": false
       },
@@ -6477,8 +6507,8 @@
         "status": "open",
         "current_price": 593.280029296875,
         "return_pct": -0.61,
-        "days_held": 2,
-        "last_updated": "2026-02-22",
+        "days_held": 3,
+        "last_updated": "2026-02-23",
         "return_1d": -0.61,
         "win_1d": false
       }
@@ -6500,8 +6530,8 @@
         "status": "open",
         "current_price": 67.36000061035156,
         "return_pct": 0.0,
-        "days_held": 1,
-        "last_updated": "2026-02-22",
+        "days_held": 2,
+        "last_updated": "2026-02-23",
         "return_1d": 0.0,
         "win_1d": false
       },
@@ -6521,8 +6551,8 @@
         "status": "open",
         "current_price": 71.08000183105469,
         "return_pct": 0.0,
-        "days_held": 1,
-        "last_updated": "2026-02-22",
+        "days_held": 2,
+        "last_updated": "2026-02-23",
         "return_1d": 0.0,
         "win_1d": false
       },
@@ -6542,8 +6572,8 @@
         "status": "open",
         "current_price": 67.87999725341797,
         "return_pct": 0.0,
-        "days_held": 1,
-        "last_updated": "2026-02-22",
+        "days_held": 2,
+        "last_updated": "2026-02-23",
         "return_1d": 0.0,
         "win_1d": false
       },
@@ -6563,8 +6593,8 @@
         "status": "open",
         "current_price": 27.670000076293945,
         "return_pct": 0.0,
-        "days_held": 1,
-        "last_updated": "2026-02-22",
+        "days_held": 2,
+        "last_updated": "2026-02-23",
         "return_1d": 0.0,
         "win_1d": false
       },
@@ -6584,8 +6614,8 @@
         "status": "open",
         "current_price": 101.18000030517578,
         "return_pct": 0.0,
-        "days_held": 1,
-        "last_updated": "2026-02-22",
+        "days_held": 2,
+        "last_updated": "2026-02-23",
         "return_1d": 0.0,
         "win_1d": false
       },
@@ -6605,8 +6635,8 @@
         "status": "open",
         "current_price": 258.6099853515625,
         "return_pct": 0.0,
-        "days_held": 1,
-        "last_updated": "2026-02-22",
+        "days_held": 2,
+        "last_updated": "2026-02-23",
         "return_1d": 0.0,
         "win_1d": false
       },
@@ -6626,8 +6656,8 @@
         "status": "open",
         "current_price": 42.119998931884766,
         "return_pct": 0.0,
-        "days_held": 1,
-        "last_updated": "2026-02-22",
+        "days_held": 2,
+        "last_updated": "2026-02-23",
         "return_1d": 0.0,
         "win_1d": false
       },
@@ -6647,8 +6677,8 @@
         "status": "open",
         "current_price": 77.80999755859375,
         "return_pct": 0.0,
-        "days_held": 1,
-        "last_updated": "2026-02-22",
+        "days_held": 2,
+        "last_updated": "2026-02-23",
         "return_1d": 0.0,
         "win_1d": false
       },
@@ -6668,8 +6698,8 @@
         "status": "open",
         "current_price": 87.33000183105469,
         "return_pct": 0.0,
-        "days_held": 1,
-        "last_updated": "2026-02-22",
+        "days_held": 2,
+        "last_updated": "2026-02-23",
         "return_1d": 0.0,
         "win_1d": false
       },
@@ -6689,8 +6719,8 @@
         "status": "open",
         "current_price": 66.36000061035156,
         "return_pct": 0.0,
-        "days_held": 1,
-        "last_updated": "2026-02-22",
+        "days_held": 2,
+        "last_updated": "2026-02-23",
         "return_1d": 0.0,
         "win_1d": false
       },
@@ -6710,8 +6740,8 @@
         "status": "open",
         "current_price": 15.40999984741211,
         "return_pct": 0.0,
-        "days_held": 1,
-        "last_updated": "2026-02-22",
+        "days_held": 2,
+        "last_updated": "2026-02-23",
         "return_1d": 0.0,
         "win_1d": false
       },
@@ -6731,8 +6761,8 @@
         "status": "open",
         "current_price": 50.58000183105469,
         "return_pct": 0.0,
-        "days_held": 1,
-        "last_updated": "2026-02-22",
+        "days_held": 2,
+        "last_updated": "2026-02-23",
         "return_1d": 0.0,
         "win_1d": false
       },
@@ -6752,8 +6782,8 @@
         "status": "open",
         "current_price": 325.07000732421875,
         "return_pct": 0.0,
-        "days_held": 1,
-        "last_updated": "2026-02-22",
+        "days_held": 2,
+        "last_updated": "2026-02-23",
         "return_1d": 0.0,
         "win_1d": false
       },
@@ -6773,8 +6803,8 @@
         "status": "open",
         "current_price": 47.68000030517578,
         "return_pct": 0.0,
-        "days_held": 1,
-        "last_updated": "2026-02-22",
+        "days_held": 2,
+        "last_updated": "2026-02-23",
         "return_1d": 0.0,
         "win_1d": false
       },
@@ -6794,8 +6824,8 @@
         "status": "open",
         "current_price": 12.739999771118164,
         "return_pct": 0.0,
-        "days_held": 1,
-        "last_updated": "2026-02-22",
+        "days_held": 2,
+        "last_updated": "2026-02-23",
         "return_1d": 0.0,
         "win_1d": false
       }
@@ -6817,8 +6847,10 @@
         "status": "open",
         "current_price": 67.36000061035156,
         "return_pct": 0.0,
-        "days_held": 0,
-        "last_updated": "2026-02-22"
+        "days_held": 1,
+        "last_updated": "2026-02-23",
+        "return_1d": 0.0,
+        "win_1d": false
       },
       {
         "ticker": "KKR",
@@ -6836,8 +6868,10 @@
         "status": "open",
         "current_price": 101.18000030517578,
         "return_pct": 0.0,
-        "days_held": 0,
-        "last_updated": "2026-02-22"
+        "days_held": 1,
+        "last_updated": "2026-02-23",
+        "return_1d": 0.0,
+        "win_1d": false
       },
       {
         "ticker": "WRB",
@@ -6855,8 +6889,10 @@
         "status": "open",
         "current_price": 71.08000183105469,
         "return_pct": 0.0,
-        "days_held": 0,
-        "last_updated": "2026-02-22"
+        "days_held": 1,
+        "last_updated": "2026-02-23",
+        "return_1d": 0.0,
+        "win_1d": false
       },
       {
         "ticker": "WTI",
@@ -6874,8 +6910,10 @@
         "status": "open",
         "current_price": 2.6700000762939453,
         "return_pct": 0.0,
-        "days_held": 0,
-        "last_updated": "2026-02-22"
+        "days_held": 1,
+        "last_updated": "2026-02-23",
+        "return_1d": 0.0,
+        "win_1d": false
       },
       {
         "ticker": "BEN",
@@ -6893,8 +6931,10 @@
         "status": "open",
         "current_price": 27.670000076293945,
         "return_pct": 0.0,
-        "days_held": 0,
-        "last_updated": "2026-02-22"
+        "days_held": 1,
+        "last_updated": "2026-02-23",
+        "return_1d": 0.0,
+        "win_1d": false
       },
       {
         "ticker": "SONO",
@@ -6912,8 +6952,10 @@
         "status": "open",
         "current_price": 15.40999984741211,
         "return_pct": 0.0,
-        "days_held": 0,
-        "last_updated": "2026-02-22"
+        "days_held": 1,
+        "last_updated": "2026-02-23",
+        "return_1d": 0.0,
+        "win_1d": false
       },
       {
         "ticker": "ADBE",
@@ -6931,8 +6973,10 @@
         "status": "open",
         "current_price": 258.6099853515625,
         "return_pct": 0.0,
-        "days_held": 0,
-        "last_updated": "2026-02-22"
+        "days_held": 1,
+        "last_updated": "2026-02-23",
+        "return_1d": 0.0,
+        "win_1d": false
       },
       {
         "ticker": "MSCI",
@@ -6950,8 +6994,10 @@
         "status": "open",
         "current_price": 544.1099853515625,
         "return_pct": 0.0,
-        "days_held": 0,
-        "last_updated": "2026-02-22"
+        "days_held": 1,
+        "last_updated": "2026-02-23",
+        "return_1d": 0.0,
+        "win_1d": false
       },
       {
         "ticker": "MKSI",
@@ -6969,8 +7015,10 @@
         "status": "open",
         "current_price": 259.2699890136719,
         "return_pct": 0.0,
-        "days_held": 0,
-        "last_updated": "2026-02-22"
+        "days_held": 1,
+        "last_updated": "2026-02-23",
+        "return_1d": 0.0,
+        "win_1d": false
       },
       {
         "ticker": "MSFT",
@@ -6988,8 +7036,10 @@
         "status": "open",
         "current_price": 397.2300109863281,
         "return_pct": 0.0,
-        "days_held": 0,
-        "last_updated": "2026-02-22"
+        "days_held": 1,
+        "last_updated": "2026-02-23",
+        "return_1d": 0.0,
+        "win_1d": false
       },
       {
         "ticker": "BRO",
@@ -7007,8 +7057,10 @@
         "status": "open",
         "current_price": 69.58999633789062,
         "return_pct": 0.0,
-        "days_held": 0,
-        "last_updated": "2026-02-22"
+        "days_held": 1,
+        "last_updated": "2026-02-23",
+        "return_1d": 0.0,
+        "win_1d": false
       },
       {
         "ticker": "VERX",
@@ -7026,8 +7078,10 @@
         "status": "open",
         "current_price": 12.739999771118164,
         "return_pct": 0.0,
-        "days_held": 0,
-        "last_updated": "2026-02-22"
+        "days_held": 1,
+        "last_updated": "2026-02-23",
+        "return_1d": 0.0,
+        "win_1d": false
       },
       {
         "ticker": "YETI",
@@ -7045,8 +7099,10 @@
         "status": "open",
         "current_price": 47.68000030517578,
         "return_pct": 0.0,
-        "days_held": 0,
-        "last_updated": "2026-02-22"
+        "days_held": 1,
+        "last_updated": "2026-02-23",
+        "return_1d": 0.0,
+        "win_1d": false
       },
       {
         "ticker": "ADM",
@@ -7064,8 +7120,10 @@
         "status": "open",
         "current_price": 67.87999725341797,
         "return_pct": 0.0,
-        "days_held": 0,
-        "last_updated": "2026-02-22"
+        "days_held": 1,
+        "last_updated": "2026-02-23",
+        "return_1d": 0.0,
+        "win_1d": false
       },
       {
         "ticker": "EVER",
@@ -7083,8 +7141,10 @@
         "status": "open",
         "current_price": 15.489999771118164,
         "return_pct": 0.0,
-        "days_held": 0,
-        "last_updated": "2026-02-22"
+        "days_held": 1,
+        "last_updated": "2026-02-23",
+        "return_1d": 0.0,
+        "win_1d": false
       }
     ]
   }
diff --git a/data/recommendations/statistics.json b/data/recommendations/statistics.json
index 258e4bda..5f17b0e0 100644
--- a/data/recommendations/statistics.json
+++ b/data/recommendations/statistics.json
@@ -5,70 +5,70 @@
       "count": 136,
       "wins_1d": 65,
       "losses_1d": 71,
-      "wins_7d": 42,
-      "losses_7d": 70,
+      "wins_7d": 44,
+      "losses_7d": 71,
       "wins_30d": 0,
       "losses_30d": 0,
       "avg_return_1d": -0.14,
-      "avg_return_7d": -0.94,
+      "avg_return_7d": -0.9,
       "avg_return_30d": 0,
       "win_rate_1d": 47.8,
-      "win_rate_7d": 37.5
+      "win_rate_7d": 38.3
     },
     "early_accumulation": {
       "count": 9,
       "wins_1d": 3,
-      "losses_1d": 5,
+      "losses_1d": 6,
       "wins_7d": 3,
       "losses_7d": 3,
       "wins_30d": 0,
       "losses_30d": 0,
-      "avg_return_1d": 3.86,
+      "avg_return_1d": 3.43,
       "avg_return_7d": 4.57,
       "avg_return_30d": 0,
-      "win_rate_1d": 37.5,
+      "win_rate_1d": 33.3,
       "win_rate_7d": 50.0
     },
     "insider_buying": {
       "count": 56,
       "wins_1d": 28,
-      "losses_1d": 21,
-      "wins_7d": 21,
-      "losses_7d": 8,
+      "losses_1d": 28,
+      "wins_7d": 24,
+      "losses_7d": 9,
       "wins_30d": 0,
       "losses_30d": 0,
-      "avg_return_1d": 0.68,
-      "avg_return_7d": 2.03,
+      "avg_return_1d": 0.59,
+      "avg_return_7d": 2.09,
       "avg_return_30d": 0,
-      "win_rate_1d": 57.1,
-      "win_rate_7d": 72.4
+      "win_rate_1d": 50.0,
+      "win_rate_7d": 72.7
     },
     "options_flow": {
       "count": 46,
       "wins_1d": 17,
-      "losses_1d": 25,
-      "wins_7d": 8,
-      "losses_7d": 10,
+      "losses_1d": 29,
+      "wins_7d": 11,
+      "losses_7d": 13,
       "wins_30d": 0,
       "losses_30d": 0,
-      "avg_return_1d": 0.23,
-      "avg_return_7d": -1.23,
+      "avg_return_1d": 0.21,
+      "avg_return_7d": -1.21,
       "avg_return_30d": 0,
-      "win_rate_1d": 40.5,
-      "win_rate_7d": 44.4
+      "win_rate_1d": 37.0,
+      "win_rate_7d": 45.8
     },
     "earnings_play": {
       "count": 40,
       "wins_1d": 18,
-      "losses_1d": 21,
+      "losses_1d": 22,
       "wins_7d": 10,
       "losses_7d": 19,
       "wins_30d": 0,
       "losses_30d": 0,
-      "avg_return_1d": -1.03,
+      "avg_return_1d": -1.0,
       "avg_return_7d": -0.83,
       "avg_return_30d": 0,
-      "win_rate_1d": 46.2,
+      "win_rate_1d": 45.0,
       "win_rate_7d": 34.5
     },
     "contrarian_value": {
@@ -88,12 +88,12 @@
     "news_catalyst": {
       "count": 4,
       "wins_1d": 0,
-      "losses_1d": 3,
+      "losses_1d": 4,
       "wins_7d": 0,
       "losses_7d": 3,
       "wins_30d": 0,
       "losses_30d": 0,
-      "avg_return_1d": -13.55,
+      "avg_return_1d": -10.16,
       "avg_return_7d": -13.55,
       "avg_return_30d": 0,
       "win_rate_1d": 0.0,
@@ -130,15 +130,15 @@
     "analyst_upgrade": {
       "count": 9,
       "wins_1d": 6,
-      "losses_1d": 2,
+      "losses_1d": 3,
       "wins_7d": 6,
       "losses_7d": 2,
       "wins_30d": 0,
       "losses_30d": 0,
-      "avg_return_1d": 1.32,
+      "avg_return_1d": 1.17,
       "avg_return_7d": 0.99,
       "avg_return_30d": 0,
-      "win_rate_1d": 75.0,
+      "win_rate_1d": 66.7,
       "win_rate_7d": 75.0
     },
     "ipo_opportunity": {
@@ -173,28 +173,28 @@
       "count": 10,
       "wins_1d": 5,
       "losses_1d": 5,
-      "wins_7d": 3,
-      "losses_7d": 4,
+      "wins_7d": 4,
+      "losses_7d": 5,
       "wins_30d": 0,
       "losses_30d": 0,
       "avg_return_1d": 1.02,
-      "avg_return_7d": -0.1,
+      "avg_return_7d": -0.26,
       "avg_return_30d": 0,
       "win_rate_1d": 50.0,
-      "win_rate_7d": 42.9
+      "win_rate_7d": 44.4
     }
   },
   "overall_1d": {
-    "count": 330,
+    "count": 345,
     "wins": 152,
-    "avg_return": -0.33,
-    "win_rate": 46.1
+    "avg_return": -0.32,
+    "win_rate": 44.1
   },
   "overall_7d": {
-    "count": 240,
-    "wins": 104,
-    "avg_return": -0.69,
-    "win_rate": 43.3
+    "count": 255,
+    "wins": 113,
+    "avg_return": -0.64,
+    "win_rate": 44.3
   },
   "overall_30d": {
     "count": 0,