@@ -53,17 +53,17 @@ def Initialize(self):
         # add CAPE data
         self.AddData(Cape, "CAPE")
 
-        # Present Social Media Stocks:
+        # # Present Social Media Stocks:
         # self._symbols.append("FB"), self._symbols.append("LNKD"),self._symbols.append("GRPN"), self._symbols.append("TWTR")
         # self.SetStartDate(2011, 1, 1)
         # self.SetEndDate(2014, 12, 1)
 
-        # 2008 Financials
+        # # 2008 Financials
         # self._symbols.append("C"), self._symbols.append("AIG"), self._symbols.append("BAC"), self._symbols.append("HBOS")
         # self.SetStartDate(2003, 1, 1)
         # self.SetEndDate(2011, 1, 1)
 
-        # 2000 Dot.com
+        # # 2000 Dot.com
         # self._symbols.append("IPET"), self._symbols.append("WBVN"), self._symbols.append("GCTY")
         # self.SetStartDate(1998, 1, 1)
         # self.SetEndDate(2000, 1, 1)
@@ -76,9 +76,7 @@ def Initialize(self):
             self._rsi = self.RSI(stock, 14, MovingAverageType.Exponential, Resolution.Daily)
             self._rsiDic[stock] = self._rsi
 
-    # <summary>
     # Trying to find if current Cape is the lowest Cape in three months to indicate selling period
-    # </summary>
     def OnData(self, data):
 
         if self._currCape and self._newLow is not None:   
@@ -144,36 +142,28 @@ def OnData(self, data):
         if self._newLow:
             self.Debug("New Low has been hit on " + str(self.Time))
 
-    # <summary>
     # Buy this symbol
-    # </summary>
     def BuyStock(self,symbol):
         s = self.Securities[symbol].Holdings
         if self._macdDic[symbol].Current.Value>0:
             self.SetHoldings(symbol, 1)
             self.Debug("Purchasing: " + str(symbol) + "   MACD: " + str(self._macdDic[symbol]) + "   RSI: " + str(self._rsiDic[symbol])
                     + "   Price: " + str(round(self.Securities[symbol].Price, 2)) + "   Quantity: " + str(s.Quantity))
-    # <summary>
+
     # Sell this symbol
-    # </summary>
-    # <param name="symbol"></param>  
     def SellStock(self,symbol):
         s = self.Securities[symbol].Holdings
         if s.Quantity > 0 and self._macdDic[symbol].Current.Value < 0:
             self.Liquidate(symbol)
             self.Debug("Selling: " + str(symbol) + " at sell MACD: " + str(self._macdDic[symbol]) + "   RSI: " + str(self._rsiDic[symbol])
                     + "   Price: " + str(round(self.Securities[symbol].Price, 2)) + "   Profit from sale: " + str(s.LastTradeProfit))
 
-# <summary>
-# CAPE Ratio for SP500 PE Ratio for avg inflation adjusted earnings for previous ten years
-# Custom Data from DropBox
+
+# CAPE Ratio for SP500 PE Ratio for avg inflation adjusted earnings for previous ten years Custom Data from DropBox
 # Original Data from: http://www.econ.yale.edu/~shiller/data.htm
-# </summary>
 class Cape(PythonData):
 
-    # <summary>
     # Return the URL string source of the file. This will be converted to a stream
-    # </summary>
     # <param name="config">Configuration object</param>
     # <param name="date">Date of this source file</param>
     # <param name="isLiveMode">true if we're in live mode, false for backtesting mode</param>
@@ -184,11 +174,9 @@ def GetSource(self, config, date, isLiveMode):
         return SubscriptionDataSource("https://www.dropbox.com/s/ggt6blmib54q36e/CAPE.csv?dl=1", SubscriptionTransportMedium.RemoteFile)
 
 
-    # <summary>
-    # Reader Method :: using set of arguements we specify read out type. Enumerate
-    # until the end of the data stream or file. E.g. Read CSV file line by line and convert
-    # into data types.
-    # </summary>
+    ''' Reader Method : using set of arguements we specify read out type. Enumerate until 
+        the end of the data stream or file. E.g. Read CSV file line by line and convert into data types. '''
+        
     # <returns>BaseData type set by Subscription Method.</returns>
     # <param name="config">Config.</param>
     # <param name="line">Line.</param>