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[amibroker] Formula help please



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I'll 
be using a shared file system... i think you were the one to suggest some afl 
code for that earlier :-) 
<FONT face=Arial color=#0000ff 
size=2> 
<FONT face=Arial color=#0000ff 
size=2>herman 

  <FONT face=Tahoma 
  size=2>-----Original Message-----From: dingo 
  [mailto:dingo@xxxxxxxxxxxx]Sent: Tuesday, March 16, 2004 3:17 
  PMTo: amibroker@xxxxxxxxxxxxxxxSubject: RE: [amibroker] 
  Does your Esignal data match your QP2 data???Importance: 
  High
  <FONT face=Arial 
  color=#0000ff size=2>H:
  <FONT face=Arial 
  color=#0000ff size=2> 
  <FONT face=Arial 
  color=#0000ff size=2>I'd be interested in what you do as a final solution on 
  this.
  <FONT face=Arial 
  color=#0000ff size=2> 
  <FONT face=Arial 
  color=#0000ff size=2>Also, are you trading your EOD signals 
  presently?
  <FONT face=Arial 
  color=#0000ff size=2> 
  <FONT face=Arial 
  color=#0000ff size=2>d
  
    
    
    From: Herman van den Bergen 
    [mailto:psytek@xxxxxxxx] Sent: Tuesday, March 16, 2004 3:14 
    PMTo: amibroker@xxxxxxxxxxxxxxxSubject: RE: 
    [amibroker] Does your Esignal data match your QP2 
    data???
    
    <FONT face=Arial color=#0000ff 
    size=2>Thank you Tomasz, if indeed your solution gives a better 
    match then this is a big step forward, I found differences as high as 
    0.9% in my first sample of only 20 bars and the 
    differences covered each of OHLC. Yes i have the Esignal app installed 
    and will check it out, however I may just have to go my own way on this 
    problem and that is OK.
    <FONT face=Arial color=#0000ff 
    size=2> 
    <FONT face=Arial color=#0000ff 
    size=2>wrt to system sensitivity (thank you for the warning), i was 
    wondering how long it would take for somebody to bring that up 
    ;-)  But this is altogether another topic with probably as 
    many views as we have traders :-) 
    <FONT face=Arial color=#0000ff 
    size=2> 
    I 
    appreciate you taking the time to look into the EOD/RT data 
    problem,
    <FONT face=Arial color=#0000ff 
    size=2>best regards,
    <FONT face=Arial color=#0000ff 
    size=2>herman 
    
      <FONT face=Tahoma 
      size=2>-----Original Message-----From: Tomasz Janeczko 
      [mailto:amibroker@xxxxxx]Sent: Tuesday, March 16, 2004 2:26 
      PMTo: amibroker@xxxxxxxxxxxxxxxSubject: Re: 
      [amibroker] Does your Esignal data match your QP2 
      data???Importance: High
      Herman,
       
      One off-side comment: if the system is so 
      sensitive that 0.04%...0.15% difference in daily prices makes it 
      non-working 
      it may be extremely risky to trade it.
       
      As for the plugin:
      I have just made the experiment and modified 
      the plugin so it does not get Form-T records. Unfortunatelly
      some differences in data still remain. 
      Do you have eSignal own app installed ? You may take a 
      look at hourly chart and see that close of last hourly
      bar in a day not always equals to close of daily bar. 
      
       
      Let's take a look at AAPL yesterday 3/15 in eSignal's 
      own application:
      Daily Close 26.45    <>   
      Close of last hourly bar (15:00-16:00)  
      26.48
       
      The difference is 0.03 (0.11%)
      Best regards,Tomasz 
      Janeczkoamibroker.com
      <BLOCKQUOTE dir=ltr 
      >
        ----- Original Message ----- 
        <DIV 
        >From: 
        Herman van den 
        Bergen 
        To: <A 
        title=amibroker@xxxxxxxxxxxxxxx 
        href="">amibroker@xxxxxxxxxxxxxxx 
        
        Sent: Tuesday, March 16, 2004 7:49 
        PM
        Subject: RE: [amibroker] Does your 
        Esignal data match your QP2 data???
        
        <FONT face=Arial color=#0000ff 
        size=2>Tomasz, I recognize there may not be an easy way and it is not 
        your responsibility to solve it; it will be up to the individual user to 
        develop a custom solution.
        <FONT face=Arial color=#0000ff 
        size=2> 
        <FONT face=Arial color=#0000ff 
        size=2>The problem faced is simply that many traders have designed and 
        traded systems using standard EOD data for years, systems that may not 
        (in my case they do not) work with RT-Compressed data. This 
        is a problem of the times and i am not blaming anybody for 
        it. 
        <FONT face=Arial color=#0000ff 
        size=2> 
        <SPAN 
        class=453413718-16032004>I posted my solution  last week wrt 
        another topic: I will run two instances of AB (RT&EOD) and 
        share an information file between them. Not a nice solution but i cannot 
        think of a better one. Perhaps we could spawn an EOD AmiBroker 
        version from an RT AmiBroker version and pass data from one to the 
        other...
        <SPAN 
        class=453413718-16032004> 
        <SPAN 
        class=453413718-16032004>Best regards,
        <SPAN 
        class=453413718-16032004>Herman.
        <FONT face=Arial color=#0000ff 
        size=2> 
        
          <FONT face=Tahoma 
          size=2>-----Original Message-----From: Tomasz Janeczko 
          [mailto:amibroker@xxxxxx]Sent: Tuesday, March 16, 2004 1:29 
          PMTo: amibroker@xxxxxxxxxxxxxxxSubject: Re: 
          [amibroker] Does your Esignal data match your QP2 
          data???Importance: High
          Hello,
           
          Of course it is possible - using time-compressed 
          data.
           
          But we should agree that daily data created by 
          compression of intraday data
          are perfectly valid - in fact they represent 
          _ALL_ actual trades. 
          Best regards,Tomasz 
          Janeczkoamibroker.com
          <BLOCKQUOTE dir=ltr 
          >
            ----- Original Message ----- 
            <DIV 
            >From: 
            <A title=dingo@xxxxxxxxxxxx 
            href="">dingo 
            To: <A 
            title=amibroker@xxxxxxxxxxxxxxx 
            href="">amibroker@xxxxxxxxxxxxxxx 
            
            Sent: Tuesday, March 16, 2004 
            7:14 PM
            Subject: RE: [amibroker] Does 
            your Esignal data match your QP2 data???
            
            <FONT 
            face=Arial color=#0000ff size=2>So, in your opinion is it possible 
            to do what Herman is trying to do ie work on intraday stops, etc but 
            use EOD signals?
            <FONT 
            face=Arial color=#0000ff size=2> 
            <FONT 
            face=Arial color=#0000ff size=2>d
            
              
              
              From: Tomasz Janeczko 
              [mailto:amibroker@xxxxxx] Sent: Tuesday, March 16, 2004 
              1:05 PMTo: <A 
              href="">amibroker@xxxxxxxxxxxxxxxSubject: 
              Re: [amibroker] Does your Esignal data match your QP2 
              data???
              
              Herman,
               
              This would lead to much bigger problems than you 
              think. Now daily (compressed) data in intraday database match 
              intraday data.
              This allows to use multiple time frames and 
              price levels in different time frames match each 
              other.
               
              With your suggestion implemented you will 
              have daily data that do not match intraday data. In other 
              words
              your single formula would operate 
              on different data and generate different 
signals.
              Right now if you calculate highest from intraday 
              it is also highest from daily (compressed) data.
              With your approach this would not work. 
              
              Best regards,Tomasz 
              Janeczkoamibroker.com
              <BLOCKQUOTE dir=ltr 
              >
                ----- Original Message ----- 

                <DIV 
                >From: 
                Herman 
                van den Bergen 
                To: <A 
                title=amibroker@xxxxxxxxxxxxxxx 
                href="">amibroker@xxxxxxxxxxxxxxx 
                
                Sent: Tuesday, March 16, 
                2004 5:50 PM
                Subject: RE: [amibroker] 
                Does your Esignal data match your QP2 data???
                
                <FONT face=Arial 
                color=#0000ff size=2>Thank you Tomasz and others for all your 
                comments however I really think i understand ALL the issues 
                and i am NOT arguing with any of them. The problem has been 
                confirmed: I am not seeking an explanantion; i am seeking a 
                practical solution.
                <FONT face=Arial 
                color=#0000ff size=2> 
                <FONT face=Arial 
                color=#0000ff size=2>The differences appear in all price fields 
                (OHLC) and seem to exceed that which may be caused by Form-T 
                trades so there is no garantee that adding a Form-T 
                filter would solve the problem. If it is an easy test we 
                could try but perhaps the effort would be better spend on 
                development of a function that allows us to access both the 
                eSignal EOD and eSignal RT DB from the same code. I know this 
                will introduce other problems however i think we can code around 
                those.
                <FONT face=Arial 
                color=#0000ff size=2> 
                <FONT face=Arial 
                color=#0000ff size=2>Best regards,
                <FONT face=Arial 
                color=#0000ff size=2>herman
                
                  <FONT 
                  face=Tahoma size=2>-----Original Message-----From: 
                  Tomasz Janeczko [mailto:amibroker@xxxxxx]Sent: 
                  Tuesday, March 16, 2004 11:11 AMTo: 
                  amibroker@xxxxxxxxxxxxxxxSubject: Re: [amibroker] 
                  Does your Esignal data match your QP2 
                  data???Importance: High
                  Herman,
                  TimeFrameGetPrice as any other timeframe funciton 
                  COMPRESSES data.
                  In your case it creates DAILY bars from intraday data. 
                  Those intraday data contain
                  ALL trades, while EOD records published by NASDAQ do NOT 
                  include all trades.
                  Hence the difference.
                   
                  As Jayson pointed out this is by nasdaq regulation and 
                  you may only wish NOT to receive Form-T
                  in intraday data - this is doable but would require 
                  changing the plugin to REMOVE Form-T records
                  from intraday data.
                  Best regards,Tomasz 
                  Janeczkoamibroker.com
                  <BLOCKQUOTE dir=ltr 
                  >
                    ----- Original Message ----- 
                    
                    <DIV 
                    >From: 
                    <A title=psytek@xxxxxxxx 
                    href="">Herman van den Bergen 
                    
                    To: <A 
                    title=amibroker@xxxxxxxxxxxxxxx 
                    href="">amibroker@xxxxxxxxxxxxxxx 
                    
                    Sent: Tuesday, March 
                    16, 2004 5:03 PM
                    Subject: RE: 
                    [amibroker] Does your Esignal data match your QP2 
                    data???
                    
                    <FONT face=Arial 
                    color=#0000ff size=2>Hello Jayson, I think everybody misses 
                    the point.
                    <FONT face=Arial 
                    color=#0000ff size=2> 
                    <FONT face=Arial 
                    color=#0000ff size=2>As my subject line indicates I 
                    found a significant difference between eSignal/QP2 EOD 
                    and eSignal RT data. Initially this was denied, now it is 
                    explained. 
                    <FONT face=Arial 
                    color=#0000ff size=2> 
                    <FONT face=Arial 
                    color=#0000ff size=2>The point I made and that is 
                    missed by most readers remains exactly the same: the data 
                    differs significantly and you cannot convert short term EOD 
                    systems to RT and expect the same results. BTW, I trade 
                    NASDAQ exclusively and wouldn't think of changing, also 
                    pre/after hours data is NOT included in the 
                    comparison.
                    <FONT face=Arial 
                    color=#0000ff size=2> 
                    <FONT face=Arial 
                    color=#0000ff size=2>AmiBroker does not let you access 
                    separate EOD and RT databases from one program (as far as I 
                    know) so it is impossible to convert complicated code that 
                    took years to develop and is based on EOD-quality data to an 
                    RT environment. This means that EOD short-term 
                    traders will not be able to optimize Stops, 
                    Targets and Limit orders with adding RT data; using that 
                    type of orders will give you unrealistic results in EOD 
                    backtesting. The only solution i can think of is 
                    to maintain two databases and develop some form of 
                    communication between the RT and EOD instances of AB 
                    (Composites don't work because they reside in different 
                    DBs).
                    <FONT face=Arial 
                    color=#0000ff size=2> 
                    <FONT face=Arial 
                    color=#0000ff size=2>After going around in circles a few 
                    times my original question has been answered: eSignal RT 
                    OHLC data retrieved using <FONT color=#0000ff 
                    size=2>TimeFrameGetPrice() is NOT the same as eSignal 
                    or QP2 EOD OHLC data. The reason for this is 
                    irrelevant, the fact stands and causes problems in system 
                    design and conversion from EOD to RT. Now that this has been 
                    confirmed I have to find a way to work around/with 
                    it.
                    <FONT face=Arial 
                    color=#0000ff size=2> 
                    <FONT face=Arial 
                    color=#0000ff size=2>Thank you for your comments 
                    Jason,
                    <FONT face=Arial 
                    color=#0000ff size=2>best regards,
                    <FONT face=Arial 
                    color=#0000ff size=2>herman.
                    
                      <FONT 
                      face=Tahoma size=2>-----Original 
                      Message-----From: Jayson 
                      [mailto:jcasavant@xxxxxxxxxxx]Sent: Tuesday, 
                      March 16, 2004 10:11 AMTo: 
                      amibroker@xxxxxxxxxxxxxxxSubject: RE: 
                      [amibroker] Does your Esignal data match your QP2 
                      data???Importance: High
                      <FONT face=Arial 
                      color=#0000ff size=2>Herman,
                      <FONT face=Arial 
                      color=#0000ff size=2> 
                      <FONT face=Arial 
                      color=#0000ff size=2>I think Tomasz hit the nail on the 
                      head. Are you finding the errors to be in Nasdaq stocks 
                      only? You will not match exactly RT and EOD  because 
                      of nasdaq rules. But the real question is, are they 
                      errors? I would say no, they are accurate reflections of 
                      the nasdaq rules. RT data by design is a zoomed in 
                      snapshot of what actually occurred during the trading day 
                      and does in fact include trades that the EOD numbers do 
                      not see. Did those trades not happen? Of course they did 
                      and of course they will be reflected in the decisions of 
                      RT traders during the after hours session and again 
                      tomorrow in the pre market. Personally I hate the pre and 
                      after markets as they just muddy of the waters but nasdaq 
                      has them and if you plan to trade RT data you have to 
                      learn to live with it. An alternative would be to avoid 
                      the Nasdaq stocks for your system 
                      testing
                       
                      <FONT face=Arial color=#0000ff 
                      size=2>Regards, 
                      Jayson 
                      
                      <FONT 
                      face=Tahoma size=2>-----Original 
                      Message-----From: Herman van den Bergen 
                      [mailto:psytek@xxxxxxxx]Sent: Tuesday, March 
                      16, 2004 9:13 AMTo: 
                      amibroker@xxxxxxxxxxxxxxxSubject: RE: 
                      [amibroker] Does your eSignal data match your QP2 
                      data???
                      <FONT face=Arial 
                      color=#0000ff size=2><SPAN 
                      class=796213912-16032004><FONT face=Arial color=#0000ff 
                      size=2>see also my inline response to 
                      Tomasz...
                      <FONT face=Arial 
                      color=#0000ff size=2><SPAN 
                      class=796213912-16032004> 
                      <FONT face=Arial 
                      color=#0000ff size=2><SPAN 
                      class=796213912-16032004>I challenge anybody 
                      to produce code that extracts EOD OHLC prices from 
                      eSignal RT that "reasonable accurate" matches either 
                      eSignal EOD or QP2 data. <SPAN 
                      class=796213912-16032004><FONT face=Arial color=#0000ff 
                      size=2>Considering the trend of EOD traders moving into RT 
                      this is an important topic; nobody wants to throw out 
                      working EOD trading systems that took years to develop; 
                      the idea is to improve existing EOD systems with RT 
                      data, not to start from scratch developing new 
                      systems.
                      <FONT face=Arial 
                      color=#0000ff size=2> <SPAN 
                      class=796213912-16032004><FONT face=Arial color=#0000ff 
                      size=2>
                      <FONT 
                      face=Arial>The TimeFrameGetPrice() doesn't seem 
                      to help here (see code posted 
                      earlier). We 
                      may need a way to switch from eSignal RT or 
                      eSignal EOD on the fly. The only alternative I 
                      see is to run two AB instances and use custom 
                      files to share data between them. This means forever 
                      synchronizing two code versions for each system, maintain 
                      two databases, and develop additional data-sharing code. 
                      All this work is a very discouraging thought. If you have 
                      a better idea I'd like to hear from 
                      you.
                      <SPAN 
                      class=796213912-16032004> 
                      If 
                      somebody proves me wrong (wouldn't be the first time) I 
                      will humbly and publicly post a retraction and 
                      apology.
                      <SPAN 
                      class=796213912-16032004> 
                      <SPAN 
                      class=796213912-16032004>best 
                      regards,
                      <SPAN 
                      class=796213912-16032004>herman
                      <SPAN 
                      class=796213912-16032004> <FONT 
                      color=#0000ff size=2><SPAN 
                      class=796213912-16032004>
                      
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                            <FONT 
                            size=2>eSignal-RT
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                            <FONT 
                            size=2>eSignal-EOD
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                            <FONT 
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                            <FONT 
                            size=2>AAPL
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                            2/4/2004 
                            9:30
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                          x:num="22">
                            <FONT 
size=2>$22.00
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                          x:num="22.09">
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size=2>$22.09
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                            2/5/2004 
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                          x:num="22.67">
                            <FONT 
size=2>$22.67
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(G6/C6-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(H6/D6-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(I6/E6-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(J6/F6-1)">
                            <FONT 
                        size=2> 
                        
                          <TD class=xl33 
                           
                          height=17>
                            <FONT 
                            size=2>AAPL
                          <TD class=xl35 
                           
                          x:num="38027.395833333336">
                            2/10/2004 
                            9:30
                          <TD class=xl36 
                           
                          x:num="22.63">
                            <FONT 
size=2>$22.63
                          <TD class=xl36 
                           
                          x:num="23.12">
                            <FONT 
size=2>$23.12
                          <TD class=xl36 
                           
                          x:num="22.44">
                            <FONT 
size=2>$22.44
                          <TD class=xl36 
                           
                          x:num="23.03">
                            <FONT 
size=2>$23.03
                          <TD class=xl37 
                           
                          x:num="22.62">
                            <FONT 
size=2>$22.62
                          <TD class=xl37 
                           
                          x:num="23.12">
                            <FONT 
size=2>$23.12
                          <TD class=xl37 
                           
                          x:num="22.44">
                            <FONT 
size=2>$22.44
                          <TD class=xl37 
                           
                          x:num="22.98">
                            <FONT 
size=2>$22.98
                          <TD class=xl31 
                           
                          x:num="-4.4189129474137001E-4" x:fmla="=(G7/C7-1)">
                            <FONT 
size=2>-0.04%
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(H7/D7-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(I7/E7-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="-2.1710811984368972E-3" x:fmla="=(J7/F7-1)">
                            <FONT 
                        size=2>-0.22%
                        
                          <TD class=xl33 
                           
                          height=17>
                            <FONT 
                            size=2>AAPL
                          <TD class=xl35 
                           
                          x:num="38028.395833333336">
                            2/11/2004 
                            9:30
                          <TD class=xl36 
                           
                          x:num="23.12">
                            <FONT 
size=2>$23.12
                          <TD class=xl36 
                           
                          x:num="23.87">
                            <FONT 
size=2>$23.87
                          <TD class=xl36 
                           
                          x:num="23.05">
                            <FONT 
size=2>$23.05
                          <TD class=xl36 
                           
                          x:num="23.8">
                            <FONT 
size=2>$23.80
                          <TD class=xl37 
                           
                          x:num="23.09">
                            <FONT 
size=2>$23.09
                          <TD class=xl37 
                           
                          x:num="23.87">
                            <FONT 
size=2>$23.87
                          <TD class=xl37 
                           
                          x:num="23.05">
                            <FONT 
size=2>$23.05
                          <TD class=xl37 
                           
                          x:num="23.8">
                            <FONT 
size=2>$23.80
                          <TD class=xl31 
                           
                          x:num="-1.2975778546713279E-3" x:fmla="=(G8/C8-1)">
                            <FONT 
size=2>-0.13%
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(H8/D8-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(I8/E8-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(J8/F8-1)">
                            <FONT 
                        size=2> 
                        
                          <TD class=xl33 
                           
                          height=17>
                            <FONT 
                            size=2>AAPL
                          <TD class=xl35 
                           
                          x:num="38029.395833333336">
                            2/12/2004 
                            9:30
                          <TD class=xl36 
                           
                          x:num="23.75">
                            <FONT 
size=2>$23.75
                          <TD class=xl36 
                           
                          x:num="24">
                            <FONT 
size=2>$24.00
                          <TD class=xl36 
                           
                          x:num="23.6">
                            <FONT 
size=2>$23.60
                          <TD class=xl36 
                           
                          x:num="23.78">
                            <FONT 
size=2>$23.78
                          <TD class=xl37 
                           
                          x:num="23.67">
                            <FONT 
size=2>$23.67
                          <TD class=xl37 
                           
                          x:num="23.99">
                            <FONT 
size=2>$23.99
                          <TD class=xl37 
                           
                          x:num="23.6">
                            <FONT 
size=2>$23.60
                          <TD class=xl37 
                           
                          x:num="23.73">
                            <FONT 
size=2>$23.73
                          <TD class=xl31 
                           
                          x:num="-3.3684210526314651E-3" x:fmla="=(G9/C9-1)">
                            <FONT 
size=2>-0.34%
                          <TD class=xl31 
                           
                          x:num="-4.166666666667318E-4" x:fmla="=(H9/D9-1)">
                            <FONT 
size=2>-0.04%
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(I9/E9-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="-2.102607232968956E-3" x:fmla="=(J9/F9-1)">
                            <FONT 
                        size=2>-0.21%
                        
                          <TD class=xl33 
                           
                          height=17>
                            <FONT 
                            size=2>AAPL
                          <TD class=xl35 
                           
                          x:num="38030.395833333336">
                            2/13/2004 
                            9:30
                          <TD class=xl36 
                           
                          x:num="23.73">
                            <FONT 
size=2>$23.73
                          <TD class=xl36 
                           
                          x:num="24.1">
                            <FONT 
size=2>$24.10
                          <TD class=xl36 
                           
                          x:num="22.83">
                            <FONT 
size=2>$22.83
                          <TD class=xl36 
                           
                          x:num="22.99">
                            <FONT 
size=2>$22.99
                          <TD class=xl37 
                           
                          x:num="23.85">
                            <FONT 
size=2>$23.85
                          <TD class=xl37 
                           
                          x:num="24.1">
                            <FONT 
size=2>$24.10
                          <TD class=xl37 
                           
                          x:num="22.83">
                            <FONT 
size=2>$22.83
                          <TD class=xl37 
                           
                          x:num="23">
                            <FONT 
size=2>$23.00
                          <TD class=xl31 
                           
                          x:num="5.0568900126422012E-3" x:fmla="=(G10/C10-1)">
                            0.51%
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(H10/D10-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(I10/E10-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="4.349717268379294E-4" x:fmla="=(J10/F10-1)">
                            <FONT 
                        size=2>0.04%
                        
                          <TD class=xl33 
                           
                          height=17>
                            <FONT 
                            size=2>AAPL
                          <TD class=xl35 
                           
                          x:num="38034.395833333336">
                            2/17/2004 
                            9:30
                          <TD class=xl36 
                           
                          x:num="23.15">
                            <FONT 
size=2>$23.15
                          <TD class=xl36 
                           
                          x:num="23.49">
                            <FONT 
size=2>$23.49
                          <TD class=xl36 
                           
                          x:num="23.1">
                            <FONT 
size=2>$23.10
                          <TD class=xl36 
                           
                          x:num="23.17">
                            <FONT 
size=2>$23.17
                          <TD class=xl37 
                           
                          x:num="23.1">
                            <FONT 
size=2>$23.10
                          <TD class=xl37 
                           
                          x:num="23.49">
                            <FONT 
size=2>$23.49
                          <TD class=xl37 
                           
                          x:num="23.1">
                            <FONT 
size=2>$23.10
                          <TD class=xl37 
                           
                          x:num="23.16">
                            <FONT 
size=2>$23.16
                          <TD class=xl31 
                           
                          x:num="-2.1598272138227959E-3" 
                            x:fmla="=(G11/C11-1)"><FONT 
                            size=2>-0.22%
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(H11/D11-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(I11/E11-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="-4.315925766077422E-4" x:fmla="=(J11/F11-1)">
                            <FONT 
                        size=2>-0.04%
                        
                          <TD class=xl33 
                           
                          height=17>
                            <FONT 
                            size=2>AAPL
                          <TD class=xl35 
                           
                          x:num="38035.395833333336">
                            2/18/2004 
                            9:30
                          <TD class=xl36 
                           
                          x:num="23.05">
                            <FONT 
size=2>$23.05
                          <TD class=xl36 
                           
                          x:num="23.44">
                            <FONT 
size=2>$23.44
                          <TD class=xl36 
                           
                          x:num="23.05">
                            <FONT 
size=2>$23.05
                          <TD class=xl36 
                           
                          x:num="23.25">
                            <FONT 
size=2>$23.25
                          <TD class=xl37 
                           
                          x:num="23.18">
                            <FONT 
size=2>$23.18
                          <TD class=xl37 
                           
                          x:num="23.44">
                            <FONT 
size=2>$23.44
                          <TD class=xl37 
                           
                          x:num="23.05">
                            <FONT 
size=2>$23.05
                          <TD class=xl37 
                           
                          x:num="23.26">
                            <FONT 
size=2>$23.26
                          <TD class=xl31 
                           
                          x:num="5.6399132321041101E-3" x:fmla="=(G12/C12-1)">
                            0.56%
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(H12/D12-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(I12/E12-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="4.3010752688177334E-4" x:fmla="=(J12/F12-1)">
                            <FONT 
                        size=2>0.04%
                        
                          <TD class=xl33 
                           
                          height=17>
                            <FONT 
                            size=2>AAPL
                          <TD class=xl35 
                           
                          x:num="38036.395833333336">
                            2/19/2004 
                            9:30
                          <TD class=xl36 
                           
                          x:num="23.28">
                            <FONT 
size=2>$23.28
                          <TD class=xl36 
                           
                          x:num="23.64">
                            <FONT 
size=2>$23.64
                          <TD class=xl36 
                           
                          x:num="22.43">
                            <FONT 
size=2>$22.43
                          <TD class=xl36 
                           
                          x:num="22.49">
                            <FONT 
size=2>$22.49
                          <TD class=xl37 
                           
                          x:num="23.31">
                            <FONT 
size=2>$23.31
                          <TD class=xl37 
                           
                          x:num="23.64">
                            <FONT 
size=2>$23.64
                          <TD class=xl37 
                           
                          x:num="22.41">
                            <FONT 
size=2>$22.41
                          <TD class=xl37 
                           
                          x:num="22.47">
                            <FONT 
size=2>$22.47
                          <TD class=xl31 
                           
                          x:num="1.2886597938144284E-3" x:fmla="=(G13/C13-1)">
                            0.13%
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(H13/D13-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="-8.9166295140430396E-4" 
                            x:fmla="=(I13/E13-1)"><FONT 
                            size=2>-0.09%
                          <TD class=xl31 
                           
                          x:num="-8.8928412627831133E-4" 
                            x:fmla="=(J13/F13-1)"><FONT 
                            size=2>-0.09%
                        
                          <TD class=xl33 
                           
                          height=17>
                            <FONT 
                            size=2>AAPL
                          <TD class=xl35 
                           
                          x:num="38037.395833333336">
                            2/20/2004 
                            9:30
                          <TD class=xl36 
                           
                          x:num="22.49">
                            <FONT 
size=2>$22.49
                          <TD class=xl36 
                           
                          x:num="22.51">
                            <FONT 
size=2>$22.51
                          <TD class=xl36 
                           
                          x:num="22.21">
                            <FONT 
size=2>$22.21
                          <TD class=xl36 
                           
                          x:num="22.38">
                            <FONT 
size=2>$22.38
                          <TD class=xl37 
                           
                          x:num="22.5">
                            <FONT 
size=2>$22.50
                          <TD class=xl37 
                           
                          x:num="22.51">
                            <FONT 
size=2>$22.51
                          <TD class=xl37 
                           
                          x:num="22.21">
                            <FONT 
size=2>$22.21
                          <TD class=xl37 
                           
                          x:num="22.4">
                            <FONT 
size=2>$22.40
                          <TD class=xl31 
                           
                          x:num="4.4464206313921117E-4" x:fmla="=(G14/C14-1)">
                            0.04%
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(H14/D14-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(I14/E14-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="8.9365504915095428E-4" x:fmla="=(J14/F14-1)">
                            <FONT 
                        size=2>0.09%
                        
                          <TD class=xl33 
                           
                          height=17>
                            <FONT 
                            size=2>AAPL
                          <TD class=xl35 
                           
                          x:num="38040.395833333336">
                            2/23/2004 
                            9:30
                          <TD class=xl36 
                           
                          x:num="22.45">
                            <FONT 
size=2>$22.45
                          <TD class=xl36 
                           
                          x:num="22.5">
                            <FONT 
size=2>$22.50
                          <TD class=xl36 
                           
                          x:num="21.89">
                            <FONT 
size=2>$21.89
                          <TD class=xl36 
                           
                          x:num="22.1">
                            <FONT 
size=2>$22.10
                          <TD class=xl37 
                           
                          x:num="22.45">
                            <FONT 
size=2>$22.45
                          <TD class=xl37 
                           
                          x:num="22.46">
                            <FONT 
size=2>$22.46
                          <TD class=xl37 
                           
                          x:num="21.89">
                            <FONT 
size=2>$21.89
                          <TD class=xl37 
                           
                          x:num="22.19">
                            <FONT 
size=2>$22.19
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(G15/C15-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="-1.777777777777767E-3" x:fmla="=(H15/D15-1)">
                            <FONT 
size=2>-0.18%
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(I15/E15-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="4.0723981900452344E-3" x:fmla="=(J15/F15-1)">
                            <FONT 
                        size=2>0.41%
                        
                          <TD class=xl33 
                           
                          height=17>
                            <FONT 
                            size=2>AAPL
                          <TD class=xl35 
                           
                          x:num="38041.395833333336">
                            2/24/2004 
                            9:30
                          <TD class=xl36 
                           
                          x:num="22.11">
                            <FONT 
size=2>$22.11
                          <TD class=xl36 
                           
                          x:num="22.74">
                            <FONT 
size=2>$22.74
                          <TD class=xl36 
                           
                          x:num="22">
                            <FONT 
size=2>$22.00
                          <TD class=xl36 
                           
                          x:num="22.37">
                            <FONT 
size=2>$22.37
                          <TD class=xl37 
                           
                          x:num="22.14">
                            <FONT 
size=2>$22.14
                          <TD class=xl37 
                           
                          x:num="22.74">
                            <FONT 
size=2>$22.74
                          <TD class=xl37 
                           
                          x:num="22">
                            <FONT 
size=2>$22.00
                          <TD class=xl37 
                           
                          x:num="22.36">
                            <FONT 
size=2>$22.36
                          <TD class=xl31 
                           
                          x:num="1.3568521031208647E-3" x:fmla="=(G16/C16-1)">
                            0.14%
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(H16/D16-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(I16/E16-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="-4.4702726866341358E-4" 
                            x:fmla="=(J16/F16-1)"><FONT 
                            size=2>-0.04%
                        
                          <TD class=xl33 
                           
                          height=17>
                            <FONT 
                            size=2>AAPL
                          <TD class=xl35 
                           
                          x:num="38042.395833333336">
                            2/25/2004 
                            9:30
                          <TD class=xl36 
                           
                          x:num="22.2">
                            <FONT 
size=2>$22.20
                          <TD class=xl36 
                           
                          x:num="22.9">
                            <FONT 
size=2>$22.90
                          <TD class=xl36 
                           
                          x:num="22.19">
                            <FONT 
size=2>$22.19
                          <TD class=xl36 
                           
                          x:num="22.82">
                            <FONT 
size=2>$22.82
                          <TD class=xl37 
                           
                          x:num="22.22">
                            <FONT 
size=2>$22.22
                          <TD class=xl37 
                           
                          x:num="22.9">
                            <FONT 
size=2>$22.90
                          <TD class=xl37 
                           
                          x:num="22.21">
                            <FONT 
size=2>$22.21
                          <TD class=xl37 
                           
                          x:num="22.81">
                            <FONT 
size=2>$22.81
                          <TD class=xl31 
                           
                          x:num="9.009009009008917E-4" x:fmla="=(G17/C17-1)">
                            0.09%
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(H17/D17-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="9.0130689499767769E-4" x:fmla="=(I17/E17-1)">
                            0.09%
                          <TD class=xl31 
                           
                          x:num="-4.3821209465388922E-4" 
                            x:fmla="=(J17/F17-1)"><FONT 
                            size=2>-0.04%
                        
                          <TD class=xl33 
                           
                          height=17>
                            <FONT 
                            size=2>AAPL
                          <TD class=xl35 
                           
                          x:num="38043.395833333336">
                            2/26/2004 
                            9:30
                          <TD class=xl36 
                           
                          x:num="22.81">
                            <FONT 
size=2>$22.81
                          <TD class=xl36 
                           
                          x:num="23.18">
                            <FONT 
size=2>$23.18
                          <TD class=xl36 
                           
                          x:num="22.8">
                            <FONT 
size=2>$22.80
                          <TD class=xl36 
                           
                          x:num="23.11">
                            <FONT 
size=2>$23.11
                          <TD class=xl37 
                           
                          x:num="22.84">
                            <FONT 
size=2>$22.84
                          <TD class=xl37 
                           
                          x:num="23.18">
                            <FONT 
size=2>$23.18
                          <TD class=xl37 
                           
                          x:num="22.8">
                            <FONT 
size=2>$22.80
                          <TD class=xl37 
                           
                          x:num="23.04">
                            <FONT 
size=2>$23.04
                          <TD class=xl31 
                           
                          x:num="1.3152126260411734E-3" x:fmla="=(G18/C18-1)">
                            0.13%
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(H18/D18-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(I18/E18-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="-3.0289917784509512E-3" 
                            x:fmla="=(J18/F18-1)"><FONT 
                            size=2>-0.30%
                        
                          <TD class=xl33 
                           
                          height=17>
                            <FONT 
                            size=2>AAPL
                          <TD class=xl35 
                           
                          x:num="38044.395833333336">
                            2/27/2004 
                            9:30
                          <TD class=xl36 
                           
                          x:num="22.96">
                            <FONT 
size=2>$22.96
                          <TD class=xl36 
                           
                          x:num="24.02">
                            <FONT 
size=2>$24.02
                          <TD class=xl36 
                           
                          x:num="22.95">
                            <FONT 
size=2>$22.95
                          <TD class=xl36 
                           
                          x:num="23.9">
                            <FONT 
size=2>$23.90
                          <TD class=xl37 
                           
                          x:num="22.96">
                            <FONT 
size=2>$22.96
                          <TD class=xl37 
                           
                          x:num="24.02">
                            <FONT 
size=2>$24.02
                          <TD class=xl37 
                           
                          x:num="22.95">
                            <FONT 
size=2>$22.95
                          <TD class=xl37 
                           
                          x:num="23.92">
                            <FONT 
size=2>$23.92
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(G19/C19-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(H19/D19-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(I19/E19-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="8.3682008368213268E-4" x:fmla="=(J19/F19-1)">
                            <FONT 
                        size=2>0.08%
                        
                          <TD class=xl33 
                           
                          height=17>
                            <FONT 
                            size=2>AAPL
                          <TD class=xl35 
                           
                          x:num="38047.395833333336">
                            3/1/2004 
                            9:30
                          <TD class=xl36 
                           
                          x:num="24.1">
                            <FONT 
size=2>$24.10
                          <TD class=xl36 
                           
                          x:num="24.3">
                            <FONT 
size=2>$24.30
                          <TD class=xl36 
                           
                          x:num="23.87">
                            <FONT 
size=2>$23.87
                          <TD class=xl36 
                           
                          x:num="24">
                            <FONT 
size=2>$24.00
                          <TD class=xl37 
                           
                          x:num="24.09">
                            <FONT 
size=2>$24.09
                          <TD class=xl37 
                           
                          x:num="24.3">
                            <FONT 
size=2>$24.30
                          <TD class=xl37 
                           
                          x:num="23.87">
                            <FONT 
size=2>$23.87
                          <TD class=xl37 
                           
                          x:num="24.02">
                            <FONT 
size=2>$24.02
                          <TD class=xl31 
                           
                          x:num="-4.1493775933620913E-4" 
                            x:fmla="=(G20/C20-1)"><FONT 
                            size=2>-0.04%
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(H20/D20-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(I20/E20-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="8.3333333333324155E-4" x:fmla="=(J20/F20-1)">
                            <FONT 
                        size=2>0.08%
                        
                          <TD class=xl33 
                           
                          height=17>
                            <FONT 
                            size=2>AAPL
                          <TD class=xl35 
                           
                          x:num="38048.395833333336">
                            3/2/2004 
                            9:30
                          <TD class=xl36 
                           
                          x:num="24">
                            <FONT 
size=2>$24.00
                          <TD class=xl36 
                           
                          x:num="24.1">
                            <FONT 
size=2>$24.10
                          <TD class=xl36 
                           
                          x:num="23.8">
                            <FONT 
size=2>$23.80
                          <TD class=xl36 
                           
                          x:num="23.83">
                            <FONT 
size=2>$23.83
                          <TD class=xl37 
                           
                          x:num="24">
                            <FONT 
size=2>$24.00
                          <TD class=xl37 
                           
                          x:num="24.1">
                            <FONT 
size=2>$24.10
                          <TD class=xl37 
                           
                          x:num="23.77">
                            <FONT 
size=2>$23.77
                          <TD class=xl37 
                           
                          x:num="23.81">
                            <FONT 
size=2>$23.81
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(G21/C21-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(H21/D21-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="-1.2605042016806678E-3" 
                            x:fmla="=(I21/E21-1)"><FONT 
                            size=2>-0.13%
                          <TD class=xl31 
                           
                          x:num="-8.3927822073015523E-4" 
                            x:fmla="=(J21/F21-1)"><FONT 
                            size=2>-0.08%
                        
                          <TD class=xl33 
                           
                          height=17>
                            <FONT 
                            size=2>AAPL
                          <TD class=xl35 
                           
                          x:num="38049.395833333336">
                            3/3/2004 
                            9:30
                          <TD class=xl36 
                           
                          x:num="23.6">
                            <FONT 
size=2>$23.60
                          <TD class=xl36 
                           
                          x:num="24.19">
                            <FONT 
size=2>$24.19
                          <TD class=xl36 
                           
                          x:num="23.6">
                            <FONT 
size=2>$23.60
                          <TD class=xl36 
                           
                          x:num="23.89">
                            <FONT 
size=2>$23.89
                          <TD class=xl37 
                           
                          x:num="23.6">
                            <FONT 
size=2>$23.60
                          <TD class=xl37 
                           
                          x:num="24.19">
                            <FONT 
size=2>$24.19
                          <TD class=xl37 
                           
                          x:num="23.6">
                            <FONT 
size=2>$23.60
                          <TD class=xl37 
                           
                          x:num="23.92">
                            <FONT 
size=2>$23.92
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(G22/C22-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(H22/D22-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="0" x:fmla="=(I22/E22-1)">
                            <FONT 
size=2> 
                          <TD class=xl31 
                           
                          x:num="1.2557555462537895E-3" x:fmla="=(J22/F22-1)">
                            <FONT 
                        size=2>0.13%
                      
                        <FONT 
                        face=Tahoma size=2>-----Original 
                        Message-----From: Tomasz Janeczko 
                        [mailto:amibroker@xxxxxx]Sent: Tuesday, March 
                        16, 2004 4:15 AMTo: 
                        amibroker@xxxxxxxxxxxxxxxSubject: Re: 
                        [amibroker] Does your eSignal data match your QP2 
                        data???Importance: High
                        <FONT face=Tahoma 
                      size=2> Send 
      BUG REPORTS to bugs@xxxxxxxxxxxxxSend SUGGESTIONS to 
      suggest@xxxxxxxxxxxxx-----------------------------------------Post 
      AmiQuote-related messages ONLY to: amiquote@xxxxxxxxxxxxxxx (Web page: 
      <A 
      href="">http://groups.yahoo.com/group/amiquote/messages/)--------------------------------------------Check 
      group FAQ at: <A 
      href="">http://groups.yahoo.com/group/amibroker/files/groupfaq.html 
      Send BUG REPORTS to bugs@xxxxxxxxxxxxxSend 
      SUGGESTIONS to 
      suggest@xxxxxxxxxxxxx-----------------------------------------Post 
      AmiQuote-related messages ONLY to: amiquote@xxxxxxxxxxxxxxx (Web page: 
      <A 
      href="">http://groups.yahoo.com/group/amiquote/messages/)--------------------------------------------Check 
      group FAQ at: <A 
      href="">http://groups.yahoo.com/group/amibroker/files/groupfaq.html 
      Send BUG REPORTS to 
  bugs@xxxxxxxxxxxxxSend SUGGESTIONS to 
  suggest@xxxxxxxxxxxxx-----------------------------------------Post 
  AmiQuote-related messages ONLY to: amiquote@xxxxxxxxxxxxxxx (Web page: <A 
  href="">http://groups.yahoo.com/group/amiquote/messages/)--------------------------------------------Check 
  group FAQ at: <A 
  href="">http://groups.yahoo.com/group/amibroker/files/groupfaq.html 
  


Send BUG REPORTS to bugs@xxxxxxxxxxxxx
Send SUGGESTIONS to suggest@xxxxxxxxxxxxx
-----------------------------------------
Post AmiQuote-related messages ONLY to: amiquote@xxxxxxxxxxxxxxx 
(Web page: http://groups.yahoo.com/group/amiquote/messages/)
--------------------------------------------
Check group FAQ at: http://groups.yahoo.com/group/amibroker/files/groupfaq.html








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