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RE: [amibroker] Re: How to scan entire message list for a particular subject?


  • To: <amibroker@xxxxxxxxxxxxxxx>
  • Subject: [amibroker] How raw signals are converted to trades and how then trades are picked based on score in regular backtest mode
  • From: "Tomasz Janeczko" <amibroker@xxxxxx>
  • Date: Mon, 21 Jun 2004 09:22:31 -0700

PureBytes Links

Trading Reference Links





Hello,
 
The following table shows how raw signals are 
converted to potential trades and how those potential trades are choosen 
according to
highest positionscore in regular portfolio 
backtest.
 
Note:
1. numbers in parentheses mean the position score 
at entry signal
2. the table assumes "max open positions" = 
2
3. trade is picked or skipped (according to score). 
skipped trades are marked in grey color. Only trades that are left colorized are 
actually taken.
 
I hope this table explains everything.
 
 
 

<TABLE  cellSpacing=0 
cellPadding=0 width=1088 border=0 x:str>
  
  
  
  
    <TD class=xl41 
     
    width=1088 colSpan=17 height=17>RAW 
      SIGNALS
  
    <TD class=xl24 
     
    height=17> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
  
    <TD class=xl24 
     
    height=17> 
    <TD class=xl24 
     
    align=right x:num>1
    <TD class=xl24 
     
    align=right x:num>2
    <TD class=xl24 
     
    align=right x:num>3
    <TD class=xl24 
     
    align=right x:num>4
    <TD class=xl24 
     
    align=right x:num>5
    <TD class=xl24 
     
    align=right x:num>6
    <TD class=xl24 
     
    align=right x:num>7
    <TD class=xl24 
     
    align=right x:num>8
    <TD class=xl24 
     
    align=right x:num>9
    <TD class=xl24 
     
    align=right x:num>10
    <TD class=xl24 
     
    align=right x:num>11
    <TD class=xl24 
     
    align=right x:num>12
    <TD class=xl24 
     
    align=right x:num>13
    <TD class=xl24 
     
    align=right x:num>14
    <TD class=xl24 
     
    align=right x:num>15
    <TD class=xl24 
     
    align=right x:num>16
  
    <TD class=xl24 
     
    height=17>AAPL
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
  
    <TD class=xl24 
     
    height=17>MSFT
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
  
    <TD class=xl24 
     
    height=17>INTC
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
  
    <TD class=xl24 
     
    height=17>CSCO
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
  
    <TD class=xl24 
     
    height=17>LVLT
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Sell
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Sell
  
    <TD class=xl24 
     
    height=17>AMGN
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
    <TD class=xl25 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Sell
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2>Buy
  
    <TD class=xl24 
     
    height=17> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
  
    <TD class=xl24 
     
    height=17> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
  
    <TD class=xl41 
     
    colSpan=17 height=17>PHASE 1 - 
      POTENTIAL TRADES - MATCHING BUY WITH SELL SIGNALS - EXTRA SIGNALS 
      REMOVED
  
    <TD class=xl44 
     
    colSpan=17 height=17>Numbers in parentheses 
      mean the POSITION SCORE at entry signal
  
    <TD class=xl24 
     
    height=17> 
    <TD class=xl24 
     
    align=right x:num>1
    <TD class=xl24 
     
    align=right x:num>2
    <TD class=xl24 
     
    align=right x:num>3
    <TD class=xl24 
     
    align=right x:num>4
    <TD class=xl24 
     
    align=right x:num>5
    <TD class=xl24 
     
    align=right x:num>6
    <TD class=xl24 
     
    align=right x:num>7
    <TD class=xl24 
     
    align=right x:num>8
    <TD class=xl24 
     
    align=right x:num>9
    <TD class=xl24 
     
    align=right x:num>10
    <TD class=xl24 
     
    align=right x:num>11
    <TD class=xl24 
     
    align=right x:num>12
    <TD class=xl24 
     
    align=right x:num>13
    <TD class=xl24 
     
    align=right x:num>14
    <TD class=xl24 
     
    align=right x:num>15
    <TD class=xl24 
     
    align=right x:num>16
  
    <TD class=xl24 
     
    height=17>AAPL
    <TD class=xl26 
    ><SPAN 
      ><FONT face="Arial CE" color=#ffffff 
      size=2> 
    <TD class=xl27 
    ><FONT 
      face="Arial CE" size=2>Buy(10)
    <TD class=xl27 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl27 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl27 
    ><FONT 
      face="Arial CE" size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl27 
    ><FONT 
      face="Arial CE" size=2>Buy(8)
    <TD class=xl27 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl27 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl27 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl27 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl27 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl27 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl28 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
  
    <TD class=xl24 
     
    height=17>MSFT
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl29 
    ><FONT 
      face="Arial CE" size=2>Buy(6)
    <TD class=xl30 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl29 
    ><FONT 
      face="Arial CE" size=2>Buy(1)
    <TD class=xl30 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl29 
    ><FONT 
      face="Arial CE" size=2>Buy(1)
    <TD class=xl30 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl29 
    ><FONT 
      face="Arial CE" size=2>Buy(2)
  
    <TD class=xl24 
     
    height=17>INTC
    <TD class=xl31 
    ><FONT 
      face="Arial CE" size=2>Buy(3)
    <TD class=xl31 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl31 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl31 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl31 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl31 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl31 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl31 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl31 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl31 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl31 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl32 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
  
    <TD class=xl24 
     
    height=17>CSCO
    <TD class=xl33 
    ><FONT 
      face="Arial CE" size=2>Buy(5)
    <TD class=xl33 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl33 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl34 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl33 
    ><FONT 
      face="Arial CE" size=2>Buy(10)
    <TD class=xl33 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl33 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl33 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl34 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl33 
    ><FONT 
      face="Arial CE" size=2>Buy(1)
    <TD class=xl33 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl33 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
  
    <TD class=xl24 
     
    height=17>LVLT
    <TD class=xl26 
    ><SPAN 
      ><FONT face="Arial CE" color=#ffffff 
      size=2> 
    <TD class=xl35 
    ><FONT 
      face="Arial CE" size=2>Buy(8)
    <TD class=xl35 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl35 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl35 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl36 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl35 
    ><FONT 
      face="Arial CE" size=2>Buy(3)
    <TD class=xl35 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl35 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl35 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl35 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl35 
    ><FONT 
      face="Arial CE" size=2>Sell
    <TD class=xl24 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
  
    <TD class=xl24 
     
    height=17>AMGN
    <TD class=xl37 
    ><FONT 
      face="Arial CE" size=2>Buy(4)
    <TD class=xl37 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl38 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl37 
    ><FONT 
      face="Arial CE" size=2>Buy(3)
    <TD class=xl37 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl37 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl38 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl37 
    ><FONT 
      face="Arial CE" size=2>Buy(2)
    <TD class=xl37 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl37 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl37 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl38 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl24 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl37 
    ><FONT 
      face="Arial CE" size=2>Buy(3)
  
    <TD class=xl24 
     
    height=17> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
  
    <TD class=xl24 
     
    height=17> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
  
    <TD class=xl24 
     
    height=17> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
  
    <TD class=xl24 
     
    height=17> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
  
    <TD class=xl24 
     
    height=17> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
  
    <TD class=xl24 
     
    height=17> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
  
    <TD class=xl24 
     
    height=17> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
  
    <TD class=xl41 
     
    colSpan=17 height=17>PHASE 2 - 
      PICKING TOP TRADES - MAX OPEN POS = 2, TRADES PICKED HAVE HIGHEST SCORE, 
      ONCE PICKED, REMAIN IN PLACE UNTIL SELL
  
    <TD class=xl41 
     
    colSpan=17 height=17>GREY COLOR MEANS 
      SKIPPED TRADE
  
    <TD class=xl24 
     
    height=17> 
    <TD class=xl24 
     
    align=right x:num>1
    <TD class=xl24 
     
    align=right x:num>2
    <TD class=xl24 
     
    align=right x:num>3
    <TD class=xl24 
     
    align=right x:num>4
    <TD class=xl24 
     
    align=right x:num>5
    <TD class=xl24 
     
    align=right x:num>6
    <TD class=xl24 
     
    align=right x:num>7
    <TD class=xl24 
     
    align=right x:num>8
    <TD class=xl24 
     
    align=right x:num>9
    <TD class=xl24 
     
    align=right x:num>10
    <TD class=xl24 
     
    align=right x:num>11
    <TD class=xl24 
     
    align=right x:num>12
    <TD class=xl24 
     
    align=right x:num>13
    <TD class=xl24 
     
    align=right x:num>14
    <TD class=xl24 
     
    align=right x:num>15
    <TD class=xl24 
     
    align=right x:num>16
  
    <TD class=xl24 
     
    height=17>AAPL
    <TD class=xl26 
    ><SPAN 
      ><FONT face="Arial CE" color=#ffffff 
      size=2> 
    <TD class=xl39 
    ><FONT 
      face="Arial CE" size=2>Buy(10)
    <TD class=xl39 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl39 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl39 
    ><FONT 
      face="Arial CE" size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl39 
    ><FONT 
      face="Arial CE" size=2>Buy(8)
    <TD class=xl39 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl39 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl39 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl39 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl39 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl39 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl40 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
  
    <TD class=xl24 
     
    height=17>MSFT
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl39 
    ><FONT 
      face="Arial CE" size=2>Buy(6)
    <TD class=xl40 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl29 
    ><FONT 
      face="Arial CE" size=2>Buy(1)
    <TD class=xl30 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl29 
    ><FONT 
      face="Arial CE" size=2>Buy(1)
    <TD class=xl30 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl39 
    ><FONT 
      face="Arial CE" size=2>Buy(2)
  
    <TD class=xl24 
     
    height=17>INTC
    <TD class=xl39 
    ><FONT 
      face="Arial CE" size=2>Buy(3)
    <TD class=xl39 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl39 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl39 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl39 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl39 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl39 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl39 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl39 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl39 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl39 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl40 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
  
    <TD class=xl24 
     
    height=17>CSCO
    <TD class=xl33 
    ><FONT 
      face="Arial CE" size=2>Buy(5)
    <TD class=xl33 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl33 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl34 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl39 
    ><FONT 
      face="Arial CE" size=2>Buy(10)
    <TD class=xl39 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl39 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl39 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl40 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl33 
    ><FONT 
      face="Arial CE" size=2>Buy(1)
    <TD class=xl33 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl33 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
  
    <TD class=xl24 
     
    height=17>LVLT
    <TD class=xl26 
    ><SPAN 
      ><FONT face="Arial CE" color=#ffffff 
      size=2> 
    <TD class=xl39 
    ><FONT 
      face="Arial CE" size=2>Buy(8)
    <TD class=xl39 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl39 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl39 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl40 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl35 
    ><FONT 
      face="Arial CE" size=2>Buy(3)
    <TD class=xl35 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl35 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl35 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl35 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl35 
    ><FONT 
      face="Arial CE" size=2>Sell
    <TD class=xl24 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
  
    <TD class=xl24 
     
    height=17>AMGN
    <TD class=xl37 
    ><FONT 
      face="Arial CE" size=2>Buy(4)
    <TD class=xl37 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl38 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl37 
    ><FONT 
      face="Arial CE" size=2>Buy(3)
    <TD class=xl37 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl37 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl38 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl26 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl39 
    ><FONT 
      face="Arial CE" size=2>Buy(2)
    <TD class=xl39 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl39 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl39 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl40 
    ><FONT 
      face="Arial CE" color=#ffffff size=2>Sell
    <TD class=xl24 
    ><SPAN 
      ><FONT face="Arial CE" 
    size=2> 
    <TD class=xl37 
    ><FONT 
      face="Arial CE" size=2>Buy(3)
  
    <TD class=xl24 
     
    height=17> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
    <TD class=xl24 
    ><FONT 
      face="Arial CE" size=2> 
Best regards,Tomasz 
Janeczkoamibroker.com


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