Update 02 Trades.php

Author: DerekMelchin

08 Drafts/05 Historical Data/04 Asset Classes/01 US Equities/02 Trades.php

@@ -79,135 +79,3 @@
 
 include(DOCS_RESOURCES."/history/tradebars.php");
 ?>
-
-<p class='csharp'>
-  To get historical <a href='<?=$dataTypeLink?>'>trade data</a>, call the <code>History&lt;<?=$dataType?>&gt;</code> method with an asset's <code>Symbol</code>.
-</p>
-
-<p class='python'>
-  To get historical <a href='<?=$dataTypeLink?>'>trade data</a>, call the <code>history</code> method with the <code><?=$dataType?></code> type and an asset's <code>Symbol</code>.
-  This method returns a DataFrame with columns for the open, high, low, close, and volume.
-</p>
-
-<div class="section-example-container">
-    <pre class="csharp">public class USEquityTradeBarHistoryAlgorithm : QCAlgorithm
-{
-    public override void Initialize()
-    {
-        SetStartDate(2024, 12, 19);
-        // Get the Symbol of an asset.
-        var symbol = AddEquity("SPY").Symbol;
-        // Get the 5 trailing daily <?=$dataType?> objects of the asset. 
-        var history = History&lt;<?=$dataType?>&gt;(symbol, 5, Resolution.Daily);
-        // Iterate through each TradeBar and calculate its dollar volume.
-        foreach (var bar in history)
-        {
-            var t = bar.EndTime;
-            var dollarVolume = bar.Close * bar.Volume;
-        }
-    }
-}</pre>
-    <pre class="python">class USEquityTradeBarHistoryAlgorithm(QCAlgorithm):
-
-    def initialize(self) -> None:
-        self.set_start_date(2024, 12, 19)
-        # Get the Symbol of an asset.
-        symbol = self.add_equity('SPY').symbol
-        # Get the 5 trailing daily <?=$dataType?> objects of the asset in DataFrame format. 
-        history = self.history(<?=$dataType?>, symbol, 5, Resolution.DAILY)</pre>
-</div>
-
-<table border="1" class="dataframe python">
-  <thead>
-    <tr style="text-align: right;">
-      <th></th>
-      <th></th>
-      <th>close</th>
-      <th>high</th>
-      <th>low</th>
-      <th>open</th>
-      <th>volume</th>
-    </tr>
-    <tr>
-      <th>symbol</th>
-      <th>time</th>
-      <th></th>
-      <th></th>
-      <th></th>
-      <th></th>
-      <th></th>
-    </tr>
-  </thead>
-  <tbody>
-    <tr>
-      <th rowspan="5" valign="top">SPY</th>
-      <th>2024-12-12 16:00:00</th>
-      <td>604.33</td>
-      <td>607.160</td>
-      <td>604.33</td>
-      <td>606.64</td>
-      <td>24962360.0</td>
-    </tr>
-    <tr>
-      <th>2024-12-13 16:00:00</th>
-      <td>604.21</td>
-      <td>607.100</td>
-      <td>602.82</td>
-      <td>606.38</td>
-      <td>29250856.0</td>
-    </tr>
-    <tr>
-      <th>2024-12-16 16:00:00</th>
-      <td>606.79</td>
-      <td>607.775</td>
-      <td>605.22</td>
-      <td>606.00</td>
-      <td>33686372.0</td>
-    </tr>
-    <tr>
-      <th>2024-12-17 16:00:00</th>
-      <td>604.29</td>
-      <td>605.160</td>
-      <td>602.89</td>
-      <td>604.22</td>
-      <td>38527534.0</td>
-    </tr>
-    <tr>
-      <th>2024-12-18 16:00:00</th>
-      <td>586.28</td>
-      <td>606.400</td>
-      <td>585.89</td>
-      <td>604.00</td>
-      <td>80642184.0</td>
-    </tr>
-  </tbody>
-</table>
-
-<div class="python section-example-container">
-    <pre class="python"># Calculate the daily returns.
-daily_returns = history.close.pct_change().iloc[1:]</pre>
-</div>
-
-<div class="python section-example-container">
-    <pre>symbol  time               
-SPY     2024-12-13 16:00:00   -0.000199
-        2024-12-16 16:00:00    0.004270
-        2024-12-17 16:00:00   -0.004120
-        2024-12-18 16:00:00   -0.029804
-Name: close, dtype: float64</pre>
-</div>
-
-
-<p class='python'>
-  If you intend to use the data in the DataFrame to create <code><?=$dataType?></code> objects, request that the history request returns the data type you need. 
-  Otherwise, LEAN consumes unnecessary computational resources populating the DataFrame.  
-  To get a list of <code><?=$dataType?></code> objects instead of a DataFrame, call the <code>history[<?=$dataType?>]</code> method.
-</p>
-
-<div class="python section-example-container">
-    <pre class="python"># Get the 5 trailing daily <?=$dataType?> objects of an asset in <?=$dataType?> format. 
-history = self.history[<?=$dataType?>](symbol, 5, Resolution.DAILY)
-# Iterate through the TradeBar objects and access their volumes.
-for trade_bar in history:
-    volume = trade_bar.volume</pre>
-</div>