diff --git a/Program.cs b/Program.cs
index 08f1397..80b4e2d 100644
--- a/Program.cs
+++ b/Program.cs
@@ -986,63 +986,6 @@ namespace MarketData
         Trace.Listeners.Add(new TextWriterTraceListener(strLogFile));
         DateTime currentDate=DateTime.Now;
 
-        //List<String> candidatesList = new List<String>();
-        //List<String> differenceItems = new List<String>();
-        //String benchmark = "SPY";
-        //int lowSlopeBetaDays = 15;
-        //List<String> symbols = PricingDA.GetSymbols();
-        //DateTime tradeDateA = DateTime.Parse("12-31-2024");
-        //for (int index = 0; index < symbols.Count; index++)
-        //{
-        //  if (0 == (index % 500)) MDTrace.WriteLine(LogLevel.DEBUG, $"Working...{index}");
-        //  String symbol = symbols[index];
-        //  if (symbol.StartsWith("^")) continue;
-        //  Price price = GBPriceCache.GetInstance().GetPrice(symbol, tradeDateA);
-        //  if (null == price) continue;
-        //  Prices prices = GBPriceCache.GetInstance().GetPrices(symbol, tradeDateA, (int)252);
-        //  if (null == prices || prices.Count < 252) continue;
-        //  Fundamental fundamental = FundamentalDA.GetFundamentalMaxDate(symbol, tradeDateA);
-        //  if (null == fundamental) continue;
-        //  if (double.IsNaN(fundamental.PE) || fundamental.PE <= 0.00) continue;
-
-        //  double fundamentalBeta = fundamental.Beta;
-        //  double beta = BetaGenerator.Beta(symbol, tradeDateA, 36);
-        //  if (double.IsNaN(beta) || double.IsNaN(fundamental.Beta)) continue;
-
-        //  if (0 == fundamentalBeta) fundamentalBeta = .00000000000000000001;
-
-        //  double difference = Math.Abs(((beta - fundamentalBeta) / fundamentalBeta));
-        //  if (difference > .25)  // greater than 5%
-        //  {
-        //    differenceItems.Add(symbol);
-        //  }
-
-        //  if (beta >= 1.00)
-        //  {
-        //    double[] pricesArray = null;
-        //    LeastSquaresResult leastSquaresResult;
-        //    Prices benchmarkPrices = GBPriceCache.GetInstance().GetPrices(benchmark, tradeDateA, lowSlopeBetaDays);
-        //    pricesArray = Numerics.ToDouble(benchmarkPrices.GetPricesLow());
-        //    leastSquaresResult = Numerics.LeastSquares(pricesArray);
-        //    double slopeBmk = leastSquaresResult.Slope;
-        //    if (slopeBmk < 0)
-        //    {
-        //      continue;
-        //    }
-        //  }
-        //  candidatesList.Add(symbol);
-        //  //if(double.IsNaN(beta))
-        //  //{
-        //  //  MDTrace.WriteLine(LogLevel.DEBUG,$"No beta for {symbol}");
-        //  //}
-        //}
-
-
-
-
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-
-
         DateTime maxHolidayDate =HolidayDA.GetMaxHolidayDate();
         if(currentDate>maxHolidayDate)
         {