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				@@ -157,7 +157,7 @@ 
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				    "source": [ 
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				     "avg_closing_prices = {}\n", 
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				     "\n", 
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				-    "for stock_sym in stock_symbols:\n", 
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				+    "for stock_sym in stock_prices:\n", 
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				     "    avg_closing_prices[stock_sym] = stock_prices[stock_sym][\"close\"].mean()" 
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				    ] 
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				   }, 
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				@@ -741,7 +741,7 @@ 
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				     } 
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				    ], 
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				    "source": [ 
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				-    "for stock_sym in stock_symbols:\n", 
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				+    "for stock_sym in stock_prices:\n", 
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				     "    print(stock_sym, avg_closing_prices[stock_sym])" 
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				    ] 
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				   }, 
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				@@ -772,7 +772,7 @@ 
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				     } 
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				    ], 
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				    "source": [ 
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				-    "pairs = [(avg_closing_prices[stock_sym], stock_sym) for stock_sym in stock_symbols]\n", 
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				+    "pairs = [(avg_closing_prices[stock_sym], stock_sym) for stock_sym in stock_prices]\n", 
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				     "\n", 
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				     "pairs.sort()\n", 
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				     "\n", 
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				@@ -816,7 +816,7 @@ 
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				    "source": [ 
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				     "trades_by_day = {}\n", 
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				     "\n", 
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				-    "for stock_sym in stock_symbols:\n", 
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				+    "for stock_sym in stock_prices:\n", 
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				     "    for index, row in stock_prices[stock_sym].iterrows():\n", 
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				     "        day = row[\"date\"]\n", 
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				     "        volume = row[\"volume\"]\n", 
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