diff --git a/backtester/examples/2legs_example.ipynb b/backtester/examples/2legs_example.ipynb
index b003fcb..01119e1 100644
--- a/backtester/examples/2legs_example.ipynb
+++ b/backtester/examples/2legs_example.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
     {
@@ -10,7 +10,7 @@
      "output_type": "stream",
      "text": [
       "0% [██████████████████████████████] 100% | ETA: 00:00:00\n",
-      "Total time elapsed: 00:00:00\n"
+      "Total time elapsed: 00:00:08\n"
      ]
     },
     {
@@ -53,8 +53,8 @@
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <td>2014-12-14</td>\n",
-       "      <td>1000000.000000</td>\n",
+       "      <td>2012-01-02</td>\n",
+       "      <td>1.000000e+06</td>\n",
        "      <td>1000000.000000</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
@@ -65,1119 +65,274 @@
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.000000e+00</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <td>2015-01-02</td>\n",
-       "      <td>964109.713884</td>\n",
-       "      <td>-20071.346493</td>\n",
-       "      <td>201294.434010</td>\n",
-       "      <td>199500.085077</td>\n",
-       "      <td>194650.276734</td>\n",
-       "      <td>202603.740636</td>\n",
-       "      <td>186132.523921</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>2012-01-03</td>\n",
+       "      <td>9.978700e+05</td>\n",
+       "      <td>2233.455073</td>\n",
+       "      <td>193990.075633</td>\n",
+       "      <td>193976.304225</td>\n",
+       "      <td>193986.878802</td>\n",
+       "      <td>193966.992283</td>\n",
+       "      <td>193976.293985</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>25740.0</td>\n",
        "      <td>0.0</td>\n",
-       "      <td>80.0</td>\n",
-       "      <td>23291.0</td>\n",
-       "      <td>80.0</td>\n",
-       "      <td>984181.060377</td>\n",
-       "      <td>-0.035890</td>\n",
-       "      <td>0.964110</td>\n",
+       "      <td>24257.0</td>\n",
+       "      <td>25740.0</td>\n",
+       "      <td>9.698965e+05</td>\n",
+       "      <td>-0.002130</td>\n",
+       "      <td>0.997870</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <td>2015-01-05</td>\n",
-       "      <td>955268.364042</td>\n",
-       "      <td>-20071.346493</td>\n",
-       "      <td>197835.636144</td>\n",
-       "      <td>195098.090912</td>\n",
-       "      <td>195215.504398</td>\n",
-       "      <td>203712.615403</td>\n",
-       "      <td>183477.863678</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>2012-01-04</td>\n",
+       "      <td>9.949656e+05</td>\n",
+       "      <td>2233.455073</td>\n",
+       "      <td>194079.321182</td>\n",
+       "      <td>193451.915101</td>\n",
+       "      <td>194080.052134</td>\n",
+       "      <td>190650.750322</td>\n",
+       "      <td>195450.064670</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>25020.0</td>\n",
        "      <td>0.0</td>\n",
-       "      <td>150.0</td>\n",
-       "      <td>23291.0</td>\n",
-       "      <td>150.0</td>\n",
-       "      <td>975339.710535</td>\n",
-       "      <td>-0.009170</td>\n",
-       "      <td>0.955268</td>\n",
+       "      <td>24257.0</td>\n",
+       "      <td>25020.0</td>\n",
+       "      <td>9.677121e+05</td>\n",
+       "      <td>-0.002911</td>\n",
+       "      <td>0.994966</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <td>2015-01-06</td>\n",
-       "      <td>952427.771297</td>\n",
-       "      <td>-20071.346493</td>\n",
-       "      <td>195897.188989</td>\n",
-       "      <td>193345.840807</td>\n",
-       "      <td>195780.732062</td>\n",
-       "      <td>205733.231644</td>\n",
-       "      <td>181742.124289</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>2012-01-05</td>\n",
+       "      <td>9.927494e+05</td>\n",
+       "      <td>2233.455073</td>\n",
+       "      <td>194942.028158</td>\n",
+       "      <td>191259.015126</td>\n",
+       "      <td>194010.172135</td>\n",
+       "      <td>192441.520981</td>\n",
+       "      <td>192783.241526</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>25080.0</td>\n",
        "      <td>0.0</td>\n",
-       "      <td>160.0</td>\n",
-       "      <td>23291.0</td>\n",
-       "      <td>160.0</td>\n",
-       "      <td>972499.117790</td>\n",
-       "      <td>-0.002974</td>\n",
-       "      <td>0.952428</td>\n",
+       "      <td>24257.0</td>\n",
+       "      <td>25080.0</td>\n",
+       "      <td>9.654360e+05</td>\n",
+       "      <td>-0.002227</td>\n",
+       "      <td>0.992749</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <td>2015-01-07</td>\n",
-       "      <td>959050.963830</td>\n",
-       "      <td>-20071.346493</td>\n",
-       "      <td>198234.728206</td>\n",
-       "      <td>195482.731179</td>\n",
-       "      <td>195898.487825</td>\n",
-       "      <td>208887.364312</td>\n",
-       "      <td>180618.998802</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>2012-01-06</td>\n",
+       "      <td>9.887005e+05</td>\n",
+       "      <td>2233.455073</td>\n",
+       "      <td>194495.800412</td>\n",
+       "      <td>188827.756460</td>\n",
+       "      <td>194126.638801</td>\n",
+       "      <td>191811.435009</td>\n",
+       "      <td>193625.396202</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>23580.0</td>\n",
        "      <td>0.0</td>\n",
-       "      <td>130.0</td>\n",
-       "      <td>23291.0</td>\n",
-       "      <td>130.0</td>\n",
-       "      <td>979122.310323</td>\n",
-       "      <td>0.006954</td>\n",
-       "      <td>0.959051</td>\n",
+       "      <td>24257.0</td>\n",
+       "      <td>23580.0</td>\n",
+       "      <td>9.628870e+05</td>\n",
+       "      <td>-0.004079</td>\n",
+       "      <td>0.988700</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <td>2015-01-08</td>\n",
-       "      <td>966480.074540</td>\n",
-       "      <td>-20071.346493</td>\n",
-       "      <td>201731.534839</td>\n",
-       "      <td>198217.950854</td>\n",
-       "      <td>195592.322840</td>\n",
-       "      <td>209675.897479</td>\n",
-       "      <td>181333.715021</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>2013-12-23</td>\n",
+       "      <td>1.331694e+06</td>\n",
+       "      <td>2059.477942</td>\n",
+       "      <td>259726.002177</td>\n",
+       "      <td>257396.446444</td>\n",
+       "      <td>254976.455889</td>\n",
+       "      <td>257136.218232</td>\n",
+       "      <td>256859.352660</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>43540.0</td>\n",
        "      <td>0.0</td>\n",
-       "      <td>330.0</td>\n",
-       "      <td>23291.0</td>\n",
-       "      <td>330.0</td>\n",
-       "      <td>986551.421034</td>\n",
-       "      <td>0.007746</td>\n",
-       "      <td>0.966480</td>\n",
+       "      <td>28406.0</td>\n",
+       "      <td>43540.0</td>\n",
+       "      <td>1.286094e+06</td>\n",
+       "      <td>0.005449</td>\n",
+       "      <td>1.331694</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <td>2015-01-09</td>\n",
-       "      <td>963818.481599</td>\n",
-       "      <td>-20071.346493</td>\n",
-       "      <td>200059.149058</td>\n",
-       "      <td>197106.767861</td>\n",
-       "      <td>195922.038978</td>\n",
-       "      <td>209774.464125</td>\n",
-       "      <td>181027.408070</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>2013-12-24</td>\n",
+       "      <td>1.336095e+06</td>\n",
+       "      <td>2059.477942</td>\n",
+       "      <td>260437.655255</td>\n",
+       "      <td>257861.901140</td>\n",
+       "      <td>254442.393001</td>\n",
+       "      <td>257363.391128</td>\n",
+       "      <td>257660.161242</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>46270.0</td>\n",
        "      <td>0.0</td>\n",
-       "      <td>330.0</td>\n",
-       "      <td>23291.0</td>\n",
-       "      <td>330.0</td>\n",
-       "      <td>983889.828092</td>\n",
-       "      <td>-0.002754</td>\n",
-       "      <td>0.963818</td>\n",
+       "      <td>28406.0</td>\n",
+       "      <td>46270.0</td>\n",
+       "      <td>1.287766e+06</td>\n",
+       "      <td>0.003305</td>\n",
+       "      <td>1.336095</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <td>2015-01-12</td>\n",
-       "      <td>959459.914778</td>\n",
-       "      <td>-20071.346493</td>\n",
-       "      <td>198633.820267</td>\n",
-       "      <td>196294.749519</td>\n",
-       "      <td>196181.101657</td>\n",
-       "      <td>211376.172121</td>\n",
-       "      <td>177045.417706</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>2013-12-26</td>\n",
+       "      <td>1.342131e+06</td>\n",
+       "      <td>2059.477942</td>\n",
+       "      <td>261669.362505</td>\n",
+       "      <td>258947.962095</td>\n",
+       "      <td>254061.063076</td>\n",
+       "      <td>257562.280921</td>\n",
+       "      <td>258060.565534</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>49770.0</td>\n",
        "      <td>0.0</td>\n",
-       "      <td>330.0</td>\n",
-       "      <td>23291.0</td>\n",
-       "      <td>330.0</td>\n",
-       "      <td>979531.261271</td>\n",
-       "      <td>-0.004522</td>\n",
-       "      <td>0.959460</td>\n",
+       "      <td>28406.0</td>\n",
+       "      <td>49770.0</td>\n",
+       "      <td>1.290301e+06</td>\n",
+       "      <td>0.004517</td>\n",
+       "      <td>1.342131</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <td>2015-01-13</td>\n",
-       "      <td>959225.606153</td>\n",
-       "      <td>-20071.346493</td>\n",
-       "      <td>198177.715054</td>\n",
-       "      <td>197363.194705</td>\n",
-       "      <td>196369.510878</td>\n",
-       "      <td>211055.830522</td>\n",
-       "      <td>176330.701487</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>2013-12-27</td>\n",
+       "      <td>1.344328e+06</td>\n",
+       "      <td>2059.477942</td>\n",
+       "      <td>261505.134872</td>\n",
+       "      <td>259982.305862</td>\n",
+       "      <td>254061.063076</td>\n",
+       "      <td>258119.172339</td>\n",
+       "      <td>258761.273042</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>49840.0</td>\n",
        "      <td>0.0</td>\n",
-       "      <td>150.0</td>\n",
-       "      <td>23291.0</td>\n",
-       "      <td>150.0</td>\n",
-       "      <td>979296.952646</td>\n",
-       "      <td>-0.000244</td>\n",
-       "      <td>0.959226</td>\n",
+       "      <td>28406.0</td>\n",
+       "      <td>49840.0</td>\n",
+       "      <td>1.292429e+06</td>\n",
+       "      <td>0.001637</td>\n",
+       "      <td>1.344328</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <td>2015-01-14</td>\n",
-       "      <td>961583.974613</td>\n",
-       "      <td>-20071.346493</td>\n",
-       "      <td>197094.465173</td>\n",
-       "      <td>196593.914172</td>\n",
-       "      <td>196816.982779</td>\n",
-       "      <td>212879.313471</td>\n",
-       "      <td>178270.645511</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>2013-12-30</td>\n",
+       "      <td>1.344886e+06</td>\n",
+       "      <td>2059.477942</td>\n",
+       "      <td>261587.248689</td>\n",
+       "      <td>261326.952759</td>\n",
+       "      <td>254474.170495</td>\n",
+       "      <td>258198.728256</td>\n",
+       "      <td>257259.756951</td>\n",
+       "      <td>7.0</td>\n",
+       "      <td>49980.0</td>\n",
        "      <td>0.0</td>\n",
-       "      <td>150.0</td>\n",
-       "      <td>23291.0</td>\n",
-       "      <td>150.0</td>\n",
-       "      <td>981655.321106</td>\n",
-       "      <td>0.002459</td>\n",
-       "      <td>0.961584</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-01-15</td>\n",
-       "      <td>959741.680990</td>\n",
-       "      <td>-20071.346493</td>\n",
-       "      <td>195099.004866</td>\n",
-       "      <td>197833.310587</td>\n",
-       "      <td>197688.375427</td>\n",
-       "      <td>213372.146701</td>\n",
-       "      <td>175820.189902</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>170.0</td>\n",
-       "      <td>23291.0</td>\n",
-       "      <td>170.0</td>\n",
-       "      <td>979813.027483</td>\n",
-       "      <td>-0.001916</td>\n",
-       "      <td>0.959742</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-01-16</td>\n",
-       "      <td>969134.437588</td>\n",
-       "      <td>-20071.346493</td>\n",
-       "      <td>197683.411030</td>\n",
-       "      <td>200012.938766</td>\n",
-       "      <td>197099.596611</td>\n",
-       "      <td>215220.271311</td>\n",
-       "      <td>179189.566364</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>270.0</td>\n",
-       "      <td>23291.0</td>\n",
-       "      <td>270.0</td>\n",
-       "      <td>989205.784081</td>\n",
-       "      <td>0.009787</td>\n",
-       "      <td>0.969134</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-01-20</td>\n",
-       "      <td>965270.691803</td>\n",
-       "      <td>-20071.346493</td>\n",
-       "      <td>197968.666832</td>\n",
-       "      <td>200226.627803</td>\n",
-       "      <td>196887.636237</td>\n",
-       "      <td>213519.996669</td>\n",
-       "      <td>176739.110755</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>130.0</td>\n",
-       "      <td>23291.0</td>\n",
-       "      <td>130.0</td>\n",
-       "      <td>985342.038296</td>\n",
-       "      <td>-0.003987</td>\n",
-       "      <td>0.965271</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-01-21</td>\n",
-       "      <td>968728.294063</td>\n",
-       "      <td>-20071.346493</td>\n",
-       "      <td>198861.872874</td>\n",
-       "      <td>202192.566945</td>\n",
-       "      <td>196510.817794</td>\n",
-       "      <td>213372.146701</td>\n",
-       "      <td>177862.236243</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>300.0</td>\n",
-       "      <td>23291.0</td>\n",
-       "      <td>300.0</td>\n",
-       "      <td>988799.640556</td>\n",
-       "      <td>0.003582</td>\n",
-       "      <td>0.968728</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-01-22</td>\n",
-       "      <td>976840.790089</td>\n",
-       "      <td>-20071.346493</td>\n",
-       "      <td>201883.569910</td>\n",
-       "      <td>203645.652397</td>\n",
-       "      <td>196557.920099</td>\n",
-       "      <td>217166.962568</td>\n",
-       "      <td>177658.031608</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>300.0</td>\n",
-       "      <td>23291.0</td>\n",
-       "      <td>300.0</td>\n",
-       "      <td>996912.136582</td>\n",
-       "      <td>0.008374</td>\n",
-       "      <td>0.976841</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-01-23</td>\n",
-       "      <td>973628.635153</td>\n",
-       "      <td>-20071.346493</td>\n",
-       "      <td>200971.359484</td>\n",
-       "      <td>202448.993789</td>\n",
-       "      <td>197193.801221</td>\n",
-       "      <td>216550.921031</td>\n",
-       "      <td>176534.906121</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>300.0</td>\n",
-       "      <td>23291.0</td>\n",
-       "      <td>300.0</td>\n",
-       "      <td>993699.981647</td>\n",
-       "      <td>-0.003288</td>\n",
-       "      <td>0.973629</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-01-26</td>\n",
-       "      <td>977406.124705</td>\n",
-       "      <td>-20071.346493</td>\n",
-       "      <td>201807.552374</td>\n",
-       "      <td>204414.932931</td>\n",
-       "      <td>196958.289695</td>\n",
-       "      <td>218374.403980</td>\n",
-       "      <td>175922.292219</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>60.0</td>\n",
-       "      <td>23291.0</td>\n",
-       "      <td>60.0</td>\n",
-       "      <td>997477.471199</td>\n",
-       "      <td>0.003880</td>\n",
-       "      <td>0.977406</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-01-27</td>\n",
-       "      <td>976074.707092</td>\n",
-       "      <td>-20071.346493</td>\n",
-       "      <td>199451.008774</td>\n",
-       "      <td>204329.457316</td>\n",
-       "      <td>197076.045458</td>\n",
-       "      <td>218448.328964</td>\n",
-       "      <td>176841.213073</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>280.0</td>\n",
-       "      <td>23291.0</td>\n",
-       "      <td>280.0</td>\n",
-       "      <td>996146.053585</td>\n",
-       "      <td>-0.001362</td>\n",
-       "      <td>0.976075</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-01-28</td>\n",
-       "      <td>967255.507918</td>\n",
-       "      <td>-20071.346493</td>\n",
-       "      <td>196752.386263</td>\n",
-       "      <td>201508.762026</td>\n",
-       "      <td>197782.580038</td>\n",
-       "      <td>216994.470937</td>\n",
-       "      <td>174288.655147</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>280.0</td>\n",
-       "      <td>23291.0</td>\n",
-       "      <td>280.0</td>\n",
-       "      <td>987326.854411</td>\n",
-       "      <td>-0.009035</td>\n",
-       "      <td>0.967256</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-01-29</td>\n",
-       "      <td>970837.993659</td>\n",
-       "      <td>-20071.346493</td>\n",
-       "      <td>198633.820267</td>\n",
-       "      <td>203474.701168</td>\n",
-       "      <td>197570.619664</td>\n",
-       "      <td>217758.362443</td>\n",
-       "      <td>173471.836611</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>280.0</td>\n",
-       "      <td>23291.0</td>\n",
-       "      <td>280.0</td>\n",
-       "      <td>990909.340152</td>\n",
-       "      <td>0.003704</td>\n",
-       "      <td>0.970838</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-01-30</td>\n",
-       "      <td>965676.063416</td>\n",
-       "      <td>-20071.346493</td>\n",
-       "      <td>195935.197757</td>\n",
-       "      <td>200226.627803</td>\n",
-       "      <td>198653.972686</td>\n",
-       "      <td>213273.580055</td>\n",
-       "      <td>177658.031608</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>280.0</td>\n",
-       "      <td>23291.0</td>\n",
-       "      <td>280.0</td>\n",
-       "      <td>985747.409909</td>\n",
-       "      <td>-0.005317</td>\n",
-       "      <td>0.965676</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-02-02</td>\n",
-       "      <td>943421.397474</td>\n",
-       "      <td>301.521937</td>\n",
-       "      <td>188578.258444</td>\n",
-       "      <td>188632.490894</td>\n",
-       "      <td>188611.975949</td>\n",
-       "      <td>188637.365685</td>\n",
-       "      <td>188659.784565</td>\n",
-       "      <td>66.0</td>\n",
-       "      <td>200.0</td>\n",
-       "      <td>13220.0</td>\n",
-       "      <td>22863.0</td>\n",
-       "      <td>13420.0</td>\n",
-       "      <td>943119.875537</td>\n",
-       "      <td>-0.023046</td>\n",
-       "      <td>0.943421</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-02-03</td>\n",
-       "      <td>955551.600831</td>\n",
-       "      <td>301.521937</td>\n",
-       "      <td>191472.227497</td>\n",
-       "      <td>191572.424409</td>\n",
-       "      <td>188028.732446</td>\n",
-       "      <td>190276.360406</td>\n",
-       "      <td>193900.334136</td>\n",
-       "      <td>66.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>7320.0</td>\n",
-       "      <td>22863.0</td>\n",
-       "      <td>7320.0</td>\n",
-       "      <td>955250.078893</td>\n",
-       "      <td>0.012858</td>\n",
-       "      <td>0.955552</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-02-04</td>\n",
-       "      <td>948335.526279</td>\n",
-       "      <td>301.521937</td>\n",
-       "      <td>190802.997153</td>\n",
-       "      <td>190022.999989</td>\n",
-       "      <td>188096.029774</td>\n",
-       "      <td>189489.642940</td>\n",
-       "      <td>189622.334486</td>\n",
-       "      <td>66.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>8600.0</td>\n",
-       "      <td>22863.0</td>\n",
-       "      <td>8600.0</td>\n",
-       "      <td>948034.004342</td>\n",
-       "      <td>-0.007552</td>\n",
-       "      <td>0.948336</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-02-05</td>\n",
-       "      <td>957213.410059</td>\n",
-       "      <td>301.521937</td>\n",
-       "      <td>192901.124717</td>\n",
-       "      <td>192367.001035</td>\n",
-       "      <td>187692.245810</td>\n",
-       "      <td>191762.382285</td>\n",
-       "      <td>192189.134275</td>\n",
-       "      <td>66.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>7000.0</td>\n",
-       "      <td>22863.0</td>\n",
-       "      <td>7000.0</td>\n",
-       "      <td>956911.888122</td>\n",
-       "      <td>0.009362</td>\n",
-       "      <td>0.957213</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-02-06</td>\n",
-       "      <td>947842.787062</td>\n",
-       "      <td>301.521937</td>\n",
-       "      <td>192322.330906</td>\n",
-       "      <td>189824.355833</td>\n",
-       "      <td>186480.893919</td>\n",
-       "      <td>186189.800236</td>\n",
-       "      <td>192723.884231</td>\n",
-       "      <td>66.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>8290.0</td>\n",
-       "      <td>22863.0</td>\n",
-       "      <td>8290.0</td>\n",
-       "      <td>947541.265125</td>\n",
-       "      <td>-0.009789</td>\n",
-       "      <td>0.947843</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-02-09</td>\n",
-       "      <td>946914.291746</td>\n",
-       "      <td>301.521937</td>\n",
-       "      <td>191363.703658</td>\n",
-       "      <td>189307.881026</td>\n",
-       "      <td>186413.596591</td>\n",
-       "      <td>184878.604460</td>\n",
-       "      <td>194648.984074</td>\n",
-       "      <td>66.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>13090.0</td>\n",
-       "      <td>22863.0</td>\n",
-       "      <td>13090.0</td>\n",
-       "      <td>946612.769809</td>\n",
-       "      <td>-0.000980</td>\n",
-       "      <td>0.946914</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-02-10</td>\n",
-       "      <td>947853.287460</td>\n",
-       "      <td>301.521937</td>\n",
-       "      <td>193317.132769</td>\n",
-       "      <td>190499.745964</td>\n",
-       "      <td>186077.109955</td>\n",
-       "      <td>185468.642559</td>\n",
-       "      <td>192189.134275</td>\n",
-       "      <td>66.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>8290.0</td>\n",
-       "      <td>22863.0</td>\n",
-       "      <td>8290.0</td>\n",
-       "      <td>947551.765522</td>\n",
-       "      <td>0.000992</td>\n",
-       "      <td>0.947853</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-02-11</td>\n",
-       "      <td>944827.414097</td>\n",
-       "      <td>301.521937</td>\n",
-       "      <td>193407.569301</td>\n",
-       "      <td>189427.067520</td>\n",
-       "      <td>186077.109955</td>\n",
-       "      <td>184922.310985</td>\n",
-       "      <td>190691.834398</td>\n",
-       "      <td>66.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>7970.0</td>\n",
-       "      <td>22863.0</td>\n",
-       "      <td>7970.0</td>\n",
-       "      <td>944525.892160</td>\n",
-       "      <td>-0.003192</td>\n",
-       "      <td>0.944827</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-02-12</td>\n",
-       "      <td>955013.543436</td>\n",
-       "      <td>301.521937</td>\n",
-       "      <td>195270.561880</td>\n",
-       "      <td>192565.645191</td>\n",
-       "      <td>186166.839725</td>\n",
-       "      <td>187129.490542</td>\n",
-       "      <td>193579.484162</td>\n",
-       "      <td>66.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>6370.0</td>\n",
-       "      <td>22863.0</td>\n",
-       "      <td>6370.0</td>\n",
-       "      <td>954712.021499</td>\n",
-       "      <td>0.010781</td>\n",
-       "      <td>0.955014</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-02-13</td>\n",
-       "      <td>957753.923767</td>\n",
-       "      <td>301.521937</td>\n",
-       "      <td>196193.014516</td>\n",
-       "      <td>193916.425454</td>\n",
-       "      <td>185740.623318</td>\n",
-       "      <td>185883.854555</td>\n",
-       "      <td>195718.483987</td>\n",
-       "      <td>66.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>5730.0</td>\n",
-       "      <td>22863.0</td>\n",
-       "      <td>5730.0</td>\n",
-       "      <td>957452.401830</td>\n",
-       "      <td>0.002869</td>\n",
-       "      <td>0.957754</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-02-17</td>\n",
-       "      <td>957485.643655</td>\n",
-       "      <td>301.521937</td>\n",
-       "      <td>196500.498727</td>\n",
-       "      <td>194432.900261</td>\n",
-       "      <td>185000.352718</td>\n",
-       "      <td>185424.936033</td>\n",
-       "      <td>195825.433978</td>\n",
-       "      <td>66.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>5730.0</td>\n",
-       "      <td>22863.0</td>\n",
-       "      <td>5730.0</td>\n",
-       "      <td>957184.121717</td>\n",
-       "      <td>-0.000280</td>\n",
-       "      <td>0.957486</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-02-18</td>\n",
-       "      <td>958278.198260</td>\n",
-       "      <td>301.521937</td>\n",
-       "      <td>196609.022567</td>\n",
-       "      <td>195227.476886</td>\n",
-       "      <td>185516.298894</td>\n",
-       "      <td>187151.343805</td>\n",
-       "      <td>193472.534171</td>\n",
-       "      <td>66.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>5730.0</td>\n",
-       "      <td>22863.0</td>\n",
-       "      <td>5730.0</td>\n",
-       "      <td>957976.676323</td>\n",
-       "      <td>0.000828</td>\n",
-       "      <td>0.958278</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-02-19</td>\n",
-       "      <td>953245.293590</td>\n",
-       "      <td>301.521937</td>\n",
-       "      <td>196554.760647</td>\n",
-       "      <td>195068.561561</td>\n",
-       "      <td>185359.271797</td>\n",
-       "      <td>183130.343425</td>\n",
-       "      <td>192830.834222</td>\n",
-       "      <td>66.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>6050.0</td>\n",
-       "      <td>22863.0</td>\n",
-       "      <td>6050.0</td>\n",
-       "      <td>952943.771652</td>\n",
-       "      <td>-0.005252</td>\n",
-       "      <td>0.953245</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-02-20</td>\n",
-       "      <td>957163.017112</td>\n",
-       "      <td>301.521937</td>\n",
-       "      <td>197658.086349</td>\n",
-       "      <td>196816.630137</td>\n",
-       "      <td>185404.136682</td>\n",
-       "      <td>184900.457723</td>\n",
-       "      <td>192082.184284</td>\n",
-       "      <td>66.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>5090.0</td>\n",
-       "      <td>22863.0</td>\n",
-       "      <td>5090.0</td>\n",
-       "      <td>956861.495175</td>\n",
-       "      <td>0.004110</td>\n",
-       "      <td>0.957163</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-02-23</td>\n",
-       "      <td>956735.682530</td>\n",
-       "      <td>301.521937</td>\n",
-       "      <td>197639.999042</td>\n",
-       "      <td>195823.409355</td>\n",
-       "      <td>185785.488203</td>\n",
-       "      <td>186386.479602</td>\n",
-       "      <td>190798.784389</td>\n",
-       "      <td>66.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>5180.0</td>\n",
-       "      <td>22863.0</td>\n",
-       "      <td>5180.0</td>\n",
-       "      <td>956434.160592</td>\n",
-       "      <td>-0.000446</td>\n",
-       "      <td>0.956736</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-02-24</td>\n",
-       "      <td>955816.407980</td>\n",
-       "      <td>301.521937</td>\n",
-       "      <td>198092.181707</td>\n",
-       "      <td>197253.647281</td>\n",
-       "      <td>186548.191246</td>\n",
-       "      <td>182715.131429</td>\n",
-       "      <td>190905.734380</td>\n",
-       "      <td>66.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>3460.0</td>\n",
-       "      <td>22863.0</td>\n",
-       "      <td>3460.0</td>\n",
-       "      <td>955514.886043</td>\n",
-       "      <td>-0.000961</td>\n",
-       "      <td>0.955816</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-02-25</td>\n",
-       "      <td>958974.061077</td>\n",
-       "      <td>301.521937</td>\n",
-       "      <td>198019.832480</td>\n",
-       "      <td>197372.833775</td>\n",
-       "      <td>186727.650785</td>\n",
-       "      <td>182758.837955</td>\n",
-       "      <td>193793.384145</td>\n",
-       "      <td>66.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>3250.0</td>\n",
-       "      <td>22863.0</td>\n",
-       "      <td>3250.0</td>\n",
-       "      <td>958672.539140</td>\n",
-       "      <td>0.003304</td>\n",
-       "      <td>0.958974</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-02-26</td>\n",
-       "      <td>954301.589814</td>\n",
-       "      <td>301.521937</td>\n",
-       "      <td>197893.221334</td>\n",
-       "      <td>196935.816631</td>\n",
-       "      <td>186211.704609</td>\n",
-       "      <td>180770.191027</td>\n",
-       "      <td>192189.134275</td>\n",
-       "      <td>66.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>3260.0</td>\n",
-       "      <td>22863.0</td>\n",
-       "      <td>3260.0</td>\n",
-       "      <td>954000.067877</td>\n",
-       "      <td>-0.004872</td>\n",
-       "      <td>0.954302</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-02-27</td>\n",
-       "      <td>957392.131534</td>\n",
-       "      <td>301.521937</td>\n",
-       "      <td>197187.816378</td>\n",
-       "      <td>197015.274294</td>\n",
-       "      <td>186368.731706</td>\n",
-       "      <td>182190.653118</td>\n",
-       "      <td>194328.134101</td>\n",
-       "      <td>66.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>3240.0</td>\n",
-       "      <td>22863.0</td>\n",
-       "      <td>3240.0</td>\n",
-       "      <td>957090.609597</td>\n",
-       "      <td>0.003239</td>\n",
-       "      <td>0.957392</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-03-02</td>\n",
-       "      <td>999472.405291</td>\n",
-       "      <td>31660.297797</td>\n",
-       "      <td>193519.352851</td>\n",
-       "      <td>193583.644762</td>\n",
-       "      <td>193537.947483</td>\n",
-       "      <td>193570.626312</td>\n",
-       "      <td>193600.536086</td>\n",
-       "      <td>65.0</td>\n",
-       "      <td>10000.0</td>\n",
-       "      <td>11600.0</td>\n",
-       "      <td>23108.0</td>\n",
-       "      <td>21600.0</td>\n",
-       "      <td>967812.107494</td>\n",
-       "      <td>0.043953</td>\n",
-       "      <td>0.999472</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-03-03</td>\n",
-       "      <td>998093.629404</td>\n",
-       "      <td>31660.297797</td>\n",
-       "      <td>192725.445396</td>\n",
-       "      <td>192413.247877</td>\n",
-       "      <td>193303.781787</td>\n",
-       "      <td>193201.260776</td>\n",
-       "      <td>194789.595771</td>\n",
-       "      <td>65.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>2240.0</td>\n",
-       "      <td>23108.0</td>\n",
-       "      <td>2240.0</td>\n",
-       "      <td>966433.331607</td>\n",
-       "      <td>-0.001380</td>\n",
-       "      <td>0.998094</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-03-04</td>\n",
-       "      <td>992921.717475</td>\n",
-       "      <td>31660.297797</td>\n",
-       "      <td>191949.180329</td>\n",
-       "      <td>191593.970058</td>\n",
-       "      <td>193303.781787</td>\n",
-       "      <td>191354.433095</td>\n",
-       "      <td>193060.054411</td>\n",
-       "      <td>65.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>2245.0</td>\n",
-       "      <td>23108.0</td>\n",
-       "      <td>2245.0</td>\n",
-       "      <td>961261.419679</td>\n",
-       "      <td>-0.005182</td>\n",
-       "      <td>0.992922</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-03-05</td>\n",
-       "      <td>993214.121335</td>\n",
-       "      <td>31660.297797</td>\n",
-       "      <td>192249.100923</td>\n",
-       "      <td>191671.996517</td>\n",
-       "      <td>193420.864635</td>\n",
-       "      <td>191908.481399</td>\n",
-       "      <td>192303.380065</td>\n",
-       "      <td>65.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>2045.0</td>\n",
-       "      <td>23108.0</td>\n",
-       "      <td>2045.0</td>\n",
-       "      <td>961553.823539</td>\n",
-       "      <td>0.000294</td>\n",
-       "      <td>0.993214</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-03-06</td>\n",
-       "      <td>978101.577405</td>\n",
-       "      <td>31660.297797</td>\n",
-       "      <td>189585.100350</td>\n",
-       "      <td>189097.123370</td>\n",
-       "      <td>192296.869296</td>\n",
-       "      <td>185536.925900</td>\n",
-       "      <td>189925.260694</td>\n",
-       "      <td>65.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>2045.0</td>\n",
-       "      <td>23108.0</td>\n",
-       "      <td>2045.0</td>\n",
-       "      <td>946441.279609</td>\n",
-       "      <td>-0.015216</td>\n",
-       "      <td>0.978102</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-03-09</td>\n",
-       "      <td>980056.445546</td>\n",
-       "      <td>31660.297797</td>\n",
-       "      <td>190290.795866</td>\n",
-       "      <td>189175.149829</td>\n",
-       "      <td>192531.034991</td>\n",
-       "      <td>187014.388045</td>\n",
-       "      <td>189384.779019</td>\n",
-       "      <td>65.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>4805.0</td>\n",
-       "      <td>23108.0</td>\n",
-       "      <td>4805.0</td>\n",
-       "      <td>948396.147749</td>\n",
-       "      <td>0.001999</td>\n",
-       "      <td>0.980056</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-03-10</td>\n",
-       "      <td>971230.320507</td>\n",
-       "      <td>31660.297797</td>\n",
-       "      <td>187397.444251</td>\n",
-       "      <td>185117.773961</td>\n",
-       "      <td>193280.365217</td>\n",
-       "      <td>186875.875968</td>\n",
-       "      <td>186898.563312</td>\n",
-       "      <td>65.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>2565.0</td>\n",
-       "      <td>23108.0</td>\n",
-       "      <td>2565.0</td>\n",
-       "      <td>939570.022710</td>\n",
-       "      <td>-0.009006</td>\n",
-       "      <td>0.971230</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-03-11</td>\n",
-       "      <td>972980.580181</td>\n",
-       "      <td>31660.297797</td>\n",
-       "      <td>187256.305148</td>\n",
-       "      <td>185663.959174</td>\n",
-       "      <td>193491.114344</td>\n",
-       "      <td>187037.473391</td>\n",
-       "      <td>187871.430328</td>\n",
-       "      <td>65.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>1925.0</td>\n",
-       "      <td>23108.0</td>\n",
-       "      <td>1925.0</td>\n",
-       "      <td>941320.282384</td>\n",
-       "      <td>0.001802</td>\n",
-       "      <td>0.972981</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2015-03-12</td>\n",
-       "      <td>979925.481459</td>\n",
-       "      <td>31660.297797</td>\n",
-       "      <td>189602.742738</td>\n",
-       "      <td>187731.660338</td>\n",
-       "      <td>193631.613761</td>\n",
-       "      <td>190292.507178</td>\n",
-       "      <td>187006.659647</td>\n",
-       "      <td>65.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>645.0</td>\n",
-       "      <td>23108.0</td>\n",
-       "      <td>645.0</td>\n",
-       "      <td>948265.183662</td>\n",
-       "      <td>0.007138</td>\n",
-       "      <td>0.979925</td>\n",
+       "      <td>28406.0</td>\n",
+       "      <td>49980.0</td>\n",
+       "      <td>1.292847e+06</td>\n",
+       "      <td>0.000415</td>\n",
+       "      <td>1.344886</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
+       "<p>502 rows × 15 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
-       "             total capital            cash            VTI            VEU  \\\n",
-       "2014-12-14  1000000.000000  1000000.000000            NaN            NaN   \n",
-       "2015-01-02   964109.713884   -20071.346493  201294.434010  199500.085077   \n",
-       "2015-01-05   955268.364042   -20071.346493  197835.636144  195098.090912   \n",
-       "2015-01-06   952427.771297   -20071.346493  195897.188989  193345.840807   \n",
-       "2015-01-07   959050.963830   -20071.346493  198234.728206  195482.731179   \n",
-       "2015-01-08   966480.074540   -20071.346493  201731.534839  198217.950854   \n",
-       "2015-01-09   963818.481599   -20071.346493  200059.149058  197106.767861   \n",
-       "2015-01-12   959459.914778   -20071.346493  198633.820267  196294.749519   \n",
-       "2015-01-13   959225.606153   -20071.346493  198177.715054  197363.194705   \n",
-       "2015-01-14   961583.974613   -20071.346493  197094.465173  196593.914172   \n",
-       "2015-01-15   959741.680990   -20071.346493  195099.004866  197833.310587   \n",
-       "2015-01-16   969134.437588   -20071.346493  197683.411030  200012.938766   \n",
-       "2015-01-20   965270.691803   -20071.346493  197968.666832  200226.627803   \n",
-       "2015-01-21   968728.294063   -20071.346493  198861.872874  202192.566945   \n",
-       "2015-01-22   976840.790089   -20071.346493  201883.569910  203645.652397   \n",
-       "2015-01-23   973628.635153   -20071.346493  200971.359484  202448.993789   \n",
-       "2015-01-26   977406.124705   -20071.346493  201807.552374  204414.932931   \n",
-       "2015-01-27   976074.707092   -20071.346493  199451.008774  204329.457316   \n",
-       "2015-01-28   967255.507918   -20071.346493  196752.386263  201508.762026   \n",
-       "2015-01-29   970837.993659   -20071.346493  198633.820267  203474.701168   \n",
-       "2015-01-30   965676.063416   -20071.346493  195935.197757  200226.627803   \n",
-       "2015-02-02   943421.397474      301.521937  188578.258444  188632.490894   \n",
-       "2015-02-03   955551.600831      301.521937  191472.227497  191572.424409   \n",
-       "2015-02-04   948335.526279      301.521937  190802.997153  190022.999989   \n",
-       "2015-02-05   957213.410059      301.521937  192901.124717  192367.001035   \n",
-       "2015-02-06   947842.787062      301.521937  192322.330906  189824.355833   \n",
-       "2015-02-09   946914.291746      301.521937  191363.703658  189307.881026   \n",
-       "2015-02-10   947853.287460      301.521937  193317.132769  190499.745964   \n",
-       "2015-02-11   944827.414097      301.521937  193407.569301  189427.067520   \n",
-       "2015-02-12   955013.543436      301.521937  195270.561880  192565.645191   \n",
-       "2015-02-13   957753.923767      301.521937  196193.014516  193916.425454   \n",
-       "2015-02-17   957485.643655      301.521937  196500.498727  194432.900261   \n",
-       "2015-02-18   958278.198260      301.521937  196609.022567  195227.476886   \n",
-       "2015-02-19   953245.293590      301.521937  196554.760647  195068.561561   \n",
-       "2015-02-20   957163.017112      301.521937  197658.086349  196816.630137   \n",
-       "2015-02-23   956735.682530      301.521937  197639.999042  195823.409355   \n",
-       "2015-02-24   955816.407980      301.521937  198092.181707  197253.647281   \n",
-       "2015-02-25   958974.061077      301.521937  198019.832480  197372.833775   \n",
-       "2015-02-26   954301.589814      301.521937  197893.221334  196935.816631   \n",
-       "2015-02-27   957392.131534      301.521937  197187.816378  197015.274294   \n",
-       "2015-03-02   999472.405291    31660.297797  193519.352851  193583.644762   \n",
-       "2015-03-03   998093.629404    31660.297797  192725.445396  192413.247877   \n",
-       "2015-03-04   992921.717475    31660.297797  191949.180329  191593.970058   \n",
-       "2015-03-05   993214.121335    31660.297797  192249.100923  191671.996517   \n",
-       "2015-03-06   978101.577405    31660.297797  189585.100350  189097.123370   \n",
-       "2015-03-09   980056.445546    31660.297797  190290.795866  189175.149829   \n",
-       "2015-03-10   971230.320507    31660.297797  187397.444251  185117.773961   \n",
-       "2015-03-11   972980.580181    31660.297797  187256.305148  185663.959174   \n",
-       "2015-03-12   979925.481459    31660.297797  189602.742738  187731.660338   \n",
+       "            total capital            cash            VTI            VEU  \\\n",
+       "2012-01-02   1.000000e+06  1000000.000000            NaN            NaN   \n",
+       "2012-01-03   9.978700e+05     2233.455073  193990.075633  193976.304225   \n",
+       "2012-01-04   9.949656e+05     2233.455073  194079.321182  193451.915101   \n",
+       "2012-01-05   9.927494e+05     2233.455073  194942.028158  191259.015126   \n",
+       "2012-01-06   9.887005e+05     2233.455073  194495.800412  188827.756460   \n",
+       "...                   ...             ...            ...            ...   \n",
+       "2013-12-23   1.331694e+06     2059.477942  259726.002177  257396.446444   \n",
+       "2013-12-24   1.336095e+06     2059.477942  260437.655255  257861.901140   \n",
+       "2013-12-26   1.342131e+06     2059.477942  261669.362505  258947.962095   \n",
+       "2013-12-27   1.344328e+06     2059.477942  261505.134872  259982.305862   \n",
+       "2013-12-30   1.344886e+06     2059.477942  261587.248689  261326.952759   \n",
        "\n",
        "                      BND            VNQ            DBC  options qty  \\\n",
-       "2014-12-14            NaN            NaN            NaN          NaN   \n",
-       "2015-01-02  194650.276734  202603.740636  186132.523921          2.0   \n",
-       "2015-01-05  195215.504398  203712.615403  183477.863678          2.0   \n",
-       "2015-01-06  195780.732062  205733.231644  181742.124289          2.0   \n",
-       "2015-01-07  195898.487825  208887.364312  180618.998802          2.0   \n",
-       "2015-01-08  195592.322840  209675.897479  181333.715021          2.0   \n",
-       "2015-01-09  195922.038978  209774.464125  181027.408070          2.0   \n",
-       "2015-01-12  196181.101657  211376.172121  177045.417706          2.0   \n",
-       "2015-01-13  196369.510878  211055.830522  176330.701487          2.0   \n",
-       "2015-01-14  196816.982779  212879.313471  178270.645511          2.0   \n",
-       "2015-01-15  197688.375427  213372.146701  175820.189902          2.0   \n",
-       "2015-01-16  197099.596611  215220.271311  179189.566364          2.0   \n",
-       "2015-01-20  196887.636237  213519.996669  176739.110755          2.0   \n",
-       "2015-01-21  196510.817794  213372.146701  177862.236243          2.0   \n",
-       "2015-01-22  196557.920099  217166.962568  177658.031608          2.0   \n",
-       "2015-01-23  197193.801221  216550.921031  176534.906121          2.0   \n",
-       "2015-01-26  196958.289695  218374.403980  175922.292219          2.0   \n",
-       "2015-01-27  197076.045458  218448.328964  176841.213073          2.0   \n",
-       "2015-01-28  197782.580038  216994.470937  174288.655147          2.0   \n",
-       "2015-01-29  197570.619664  217758.362443  173471.836611          2.0   \n",
-       "2015-01-30  198653.972686  213273.580055  177658.031608          2.0   \n",
-       "2015-02-02  188611.975949  188637.365685  188659.784565         66.0   \n",
-       "2015-02-03  188028.732446  190276.360406  193900.334136         66.0   \n",
-       "2015-02-04  188096.029774  189489.642940  189622.334486         66.0   \n",
-       "2015-02-05  187692.245810  191762.382285  192189.134275         66.0   \n",
-       "2015-02-06  186480.893919  186189.800236  192723.884231         66.0   \n",
-       "2015-02-09  186413.596591  184878.604460  194648.984074         66.0   \n",
-       "2015-02-10  186077.109955  185468.642559  192189.134275         66.0   \n",
-       "2015-02-11  186077.109955  184922.310985  190691.834398         66.0   \n",
-       "2015-02-12  186166.839725  187129.490542  193579.484162         66.0   \n",
-       "2015-02-13  185740.623318  185883.854555  195718.483987         66.0   \n",
-       "2015-02-17  185000.352718  185424.936033  195825.433978         66.0   \n",
-       "2015-02-18  185516.298894  187151.343805  193472.534171         66.0   \n",
-       "2015-02-19  185359.271797  183130.343425  192830.834222         66.0   \n",
-       "2015-02-20  185404.136682  184900.457723  192082.184284         66.0   \n",
-       "2015-02-23  185785.488203  186386.479602  190798.784389         66.0   \n",
-       "2015-02-24  186548.191246  182715.131429  190905.734380         66.0   \n",
-       "2015-02-25  186727.650785  182758.837955  193793.384145         66.0   \n",
-       "2015-02-26  186211.704609  180770.191027  192189.134275         66.0   \n",
-       "2015-02-27  186368.731706  182190.653118  194328.134101         66.0   \n",
-       "2015-03-02  193537.947483  193570.626312  193600.536086         65.0   \n",
-       "2015-03-03  193303.781787  193201.260776  194789.595771         65.0   \n",
-       "2015-03-04  193303.781787  191354.433095  193060.054411         65.0   \n",
-       "2015-03-05  193420.864635  191908.481399  192303.380065         65.0   \n",
-       "2015-03-06  192296.869296  185536.925900  189925.260694         65.0   \n",
-       "2015-03-09  192531.034991  187014.388045  189384.779019         65.0   \n",
-       "2015-03-10  193280.365217  186875.875968  186898.563312         65.0   \n",
-       "2015-03-11  193491.114344  187037.473391  187871.430328         65.0   \n",
-       "2015-03-12  193631.613761  190292.507178  187006.659647         65.0   \n",
+       "2012-01-02            NaN            NaN            NaN          NaN   \n",
+       "2012-01-03  193986.878802  193966.992283  193976.293985          6.0   \n",
+       "2012-01-04  194080.052134  190650.750322  195450.064670          6.0   \n",
+       "2012-01-05  194010.172135  192441.520981  192783.241526          6.0   \n",
+       "2012-01-06  194126.638801  191811.435009  193625.396202          6.0   \n",
+       "...                   ...            ...            ...          ...   \n",
+       "2013-12-23  254976.455889  257136.218232  256859.352660          7.0   \n",
+       "2013-12-24  254442.393001  257363.391128  257660.161242          7.0   \n",
+       "2013-12-26  254061.063076  257562.280921  258060.565534          7.0   \n",
+       "2013-12-27  254061.063076  258119.172339  258761.273042          7.0   \n",
+       "2013-12-30  254474.170495  258198.728256  257259.756951          7.0   \n",
        "\n",
        "            calls capital  puts capital  stocks qty  options capital  \\\n",
-       "2014-12-14            NaN           NaN         NaN              NaN   \n",
-       "2015-01-02            0.0          80.0     23291.0             80.0   \n",
-       "2015-01-05            0.0         150.0     23291.0            150.0   \n",
-       "2015-01-06            0.0         160.0     23291.0            160.0   \n",
-       "2015-01-07            0.0         130.0     23291.0            130.0   \n",
-       "2015-01-08            0.0         330.0     23291.0            330.0   \n",
-       "2015-01-09            0.0         330.0     23291.0            330.0   \n",
-       "2015-01-12            0.0         330.0     23291.0            330.0   \n",
-       "2015-01-13            0.0         150.0     23291.0            150.0   \n",
-       "2015-01-14            0.0         150.0     23291.0            150.0   \n",
-       "2015-01-15            0.0         170.0     23291.0            170.0   \n",
-       "2015-01-16            0.0         270.0     23291.0            270.0   \n",
-       "2015-01-20            0.0         130.0     23291.0            130.0   \n",
-       "2015-01-21            0.0         300.0     23291.0            300.0   \n",
-       "2015-01-22            0.0         300.0     23291.0            300.0   \n",
-       "2015-01-23            0.0         300.0     23291.0            300.0   \n",
-       "2015-01-26            0.0          60.0     23291.0             60.0   \n",
-       "2015-01-27            0.0         280.0     23291.0            280.0   \n",
-       "2015-01-28            0.0         280.0     23291.0            280.0   \n",
-       "2015-01-29            0.0         280.0     23291.0            280.0   \n",
-       "2015-01-30            0.0         280.0     23291.0            280.0   \n",
-       "2015-02-02          200.0       13220.0     22863.0          13420.0   \n",
-       "2015-02-03            0.0        7320.0     22863.0           7320.0   \n",
-       "2015-02-04            0.0        8600.0     22863.0           8600.0   \n",
-       "2015-02-05            0.0        7000.0     22863.0           7000.0   \n",
-       "2015-02-06            0.0        8290.0     22863.0           8290.0   \n",
-       "2015-02-09            0.0       13090.0     22863.0          13090.0   \n",
-       "2015-02-10            0.0        8290.0     22863.0           8290.0   \n",
-       "2015-02-11            0.0        7970.0     22863.0           7970.0   \n",
-       "2015-02-12            0.0        6370.0     22863.0           6370.0   \n",
-       "2015-02-13            0.0        5730.0     22863.0           5730.0   \n",
-       "2015-02-17            0.0        5730.0     22863.0           5730.0   \n",
-       "2015-02-18            0.0        5730.0     22863.0           5730.0   \n",
-       "2015-02-19            0.0        6050.0     22863.0           6050.0   \n",
-       "2015-02-20            0.0        5090.0     22863.0           5090.0   \n",
-       "2015-02-23            0.0        5180.0     22863.0           5180.0   \n",
-       "2015-02-24            0.0        3460.0     22863.0           3460.0   \n",
-       "2015-02-25            0.0        3250.0     22863.0           3250.0   \n",
-       "2015-02-26            0.0        3260.0     22863.0           3260.0   \n",
-       "2015-02-27            0.0        3240.0     22863.0           3240.0   \n",
-       "2015-03-02        10000.0       11600.0     23108.0          21600.0   \n",
-       "2015-03-03            0.0        2240.0     23108.0           2240.0   \n",
-       "2015-03-04            0.0        2245.0     23108.0           2245.0   \n",
-       "2015-03-05            0.0        2045.0     23108.0           2045.0   \n",
-       "2015-03-06            0.0        2045.0     23108.0           2045.0   \n",
-       "2015-03-09            0.0        4805.0     23108.0           4805.0   \n",
-       "2015-03-10            0.0        2565.0     23108.0           2565.0   \n",
-       "2015-03-11            0.0        1925.0     23108.0           1925.0   \n",
-       "2015-03-12            0.0         645.0     23108.0            645.0   \n",
+       "2012-01-02            NaN           NaN         NaN              0.0   \n",
+       "2012-01-03        25740.0           0.0     24257.0          25740.0   \n",
+       "2012-01-04        25020.0           0.0     24257.0          25020.0   \n",
+       "2012-01-05        25080.0           0.0     24257.0          25080.0   \n",
+       "2012-01-06        23580.0           0.0     24257.0          23580.0   \n",
+       "...                   ...           ...         ...              ...   \n",
+       "2013-12-23        43540.0           0.0     28406.0          43540.0   \n",
+       "2013-12-24        46270.0           0.0     28406.0          46270.0   \n",
+       "2013-12-26        49770.0           0.0     28406.0          49770.0   \n",
+       "2013-12-27        49840.0           0.0     28406.0          49840.0   \n",
+       "2013-12-30        49980.0           0.0     28406.0          49980.0   \n",
        "\n",
        "            stocks capital  % change  accumulated return  \n",
-       "2014-12-14             NaN       NaN                 NaN  \n",
-       "2015-01-02   984181.060377 -0.035890            0.964110  \n",
-       "2015-01-05   975339.710535 -0.009170            0.955268  \n",
-       "2015-01-06   972499.117790 -0.002974            0.952428  \n",
-       "2015-01-07   979122.310323  0.006954            0.959051  \n",
-       "2015-01-08   986551.421034  0.007746            0.966480  \n",
-       "2015-01-09   983889.828092 -0.002754            0.963818  \n",
-       "2015-01-12   979531.261271 -0.004522            0.959460  \n",
-       "2015-01-13   979296.952646 -0.000244            0.959226  \n",
-       "2015-01-14   981655.321106  0.002459            0.961584  \n",
-       "2015-01-15   979813.027483 -0.001916            0.959742  \n",
-       "2015-01-16   989205.784081  0.009787            0.969134  \n",
-       "2015-01-20   985342.038296 -0.003987            0.965271  \n",
-       "2015-01-21   988799.640556  0.003582            0.968728  \n",
-       "2015-01-22   996912.136582  0.008374            0.976841  \n",
-       "2015-01-23   993699.981647 -0.003288            0.973629  \n",
-       "2015-01-26   997477.471199  0.003880            0.977406  \n",
-       "2015-01-27   996146.053585 -0.001362            0.976075  \n",
-       "2015-01-28   987326.854411 -0.009035            0.967256  \n",
-       "2015-01-29   990909.340152  0.003704            0.970838  \n",
-       "2015-01-30   985747.409909 -0.005317            0.965676  \n",
-       "2015-02-02   943119.875537 -0.023046            0.943421  \n",
-       "2015-02-03   955250.078893  0.012858            0.955552  \n",
-       "2015-02-04   948034.004342 -0.007552            0.948336  \n",
-       "2015-02-05   956911.888122  0.009362            0.957213  \n",
-       "2015-02-06   947541.265125 -0.009789            0.947843  \n",
-       "2015-02-09   946612.769809 -0.000980            0.946914  \n",
-       "2015-02-10   947551.765522  0.000992            0.947853  \n",
-       "2015-02-11   944525.892160 -0.003192            0.944827  \n",
-       "2015-02-12   954712.021499  0.010781            0.955014  \n",
-       "2015-02-13   957452.401830  0.002869            0.957754  \n",
-       "2015-02-17   957184.121717 -0.000280            0.957486  \n",
-       "2015-02-18   957976.676323  0.000828            0.958278  \n",
-       "2015-02-19   952943.771652 -0.005252            0.953245  \n",
-       "2015-02-20   956861.495175  0.004110            0.957163  \n",
-       "2015-02-23   956434.160592 -0.000446            0.956736  \n",
-       "2015-02-24   955514.886043 -0.000961            0.955816  \n",
-       "2015-02-25   958672.539140  0.003304            0.958974  \n",
-       "2015-02-26   954000.067877 -0.004872            0.954302  \n",
-       "2015-02-27   957090.609597  0.003239            0.957392  \n",
-       "2015-03-02   967812.107494  0.043953            0.999472  \n",
-       "2015-03-03   966433.331607 -0.001380            0.998094  \n",
-       "2015-03-04   961261.419679 -0.005182            0.992922  \n",
-       "2015-03-05   961553.823539  0.000294            0.993214  \n",
-       "2015-03-06   946441.279609 -0.015216            0.978102  \n",
-       "2015-03-09   948396.147749  0.001999            0.980056  \n",
-       "2015-03-10   939570.022710 -0.009006            0.971230  \n",
-       "2015-03-11   941320.282384  0.001802            0.972981  \n",
-       "2015-03-12   948265.183662  0.007138            0.979925  "
+       "2012-01-02    0.000000e+00       NaN                 NaN  \n",
+       "2012-01-03    9.698965e+05 -0.002130            0.997870  \n",
+       "2012-01-04    9.677121e+05 -0.002911            0.994966  \n",
+       "2012-01-05    9.654360e+05 -0.002227            0.992749  \n",
+       "2012-01-06    9.628870e+05 -0.004079            0.988700  \n",
+       "...                    ...       ...                 ...  \n",
+       "2013-12-23    1.286094e+06  0.005449            1.331694  \n",
+       "2013-12-24    1.287766e+06  0.003305            1.336095  \n",
+       "2013-12-26    1.290301e+06  0.004517            1.342131  \n",
+       "2013-12-27    1.292429e+06  0.001637            1.344328  \n",
+       "2013-12-30    1.292847e+06  0.000415            1.344886  \n",
+       "\n",
+       "[502 rows x 15 columns]"
       ]
      },
-     "execution_count": 3,
+     "execution_count": 4,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
+    "import pyfolio as pf\n",
+    "\n",
     "from backtester import Backtest\n",
     "from backtester.strategy import Strategy, StrategyLeg\n",
     "from backtester.enums import Type, Direction, Stock\n",
     "from backtester.datahandler import HistoricalOptionsData, TiingoData\n",
     "# Cleaned up data\n",
     "options_data = HistoricalOptionsData(\n",
-    "    \"/Users/lambdaclass/options_backtester_copy/backtester/examples/options_data_clean_v2.h5\",\n",
-    "    key=\"/SPX\",\n",
-    "    where='quotedate >= \"2014-12-15\" & quotedate <= \"2015-03-15\"')\n",
+    "        \"/Users/lambdaclass/options_backtester_copy/backtester/examples/options_data_clean_v2.h5\",\n",
+    "        key=\"/SPX\",\n",
+    "        where='quotedate >= \"2012-01-01\" & quotedate <= \"2014-01-01\"')\n",
     "\n",
-    "options_data._data = options_data._data[(options_data._data['optionroot'] == \"SPX160617P00650000\")\n",
-    "                                        | (options_data._data['optionroot'] == \"SPX160617C00650000\")\n",
-    "                                        | (options_data._data['optionroot'] == \"SPX160617P00700000\")\n",
-    "                                        | (options_data._data['optionroot'] == \"SPX160617C00700000\")]\n",
     "\n",
     "schema = options_data.schema\n",
-    "options_data._data.at[5857589, 'ask'] = 100  #SPX6500 call 2014-12-15\n",
-    "options_data._data.at[5857589, 'bid'] = 0.5  #SPX6500 call  2014-12-15\n",
-    "options_data._data.at[5857590, 'ask'] = 10  #SPX7000 call  2014-12-15\n",
-    "options_data._data.at[5857590, 'bid'] = 0.5  #SPX7000 call  2014-12-15\n",
-    "options_data._data.at[6045133, 'ask'] = 1  #SPX6500 put 2015-02-02\n",
-    "options_data._data.at[6045133, 'bid'] = 0.5\n",
     "\n",
-    "options_data._data.at[6045059, 'bid'] = 1  #SPX6500 call 2015-02-02\n",
-    "options_data._data.at[6045060, 'ask'] = 1\n",
     "\n",
-    "options_data._data.at[6151669, 'bid'] = 100  #SPX6500 call 2015-03-02\n",
-    "options_data._data.at[6151743, 'bid'] = 100\n",
     "options_schema = options_data.schema\n",
     "put_otm = Strategy(options_schema)\n",
     "\n",
@@ -1188,12 +343,11 @@
     "leg_2 = StrategyLeg(\"leg_2\", options_schema, option_type=Type.CALL, direction=Direction.BUY)\n",
     "leg_2.entry_filter = (options_schema.underlying == \"SPX\") & (options_schema.dte >= 60)\n",
     "leg_2.exit_filter = (options_schema.dte <= 30)\n",
-    "\n",
     "put_otm.add_legs([leg_1, leg_2])\n",
     "options_data.columns = [\n",
     "    'underlying', 'underlying_last', 'optionroot', 'type', 'expiration', 'quotedate', 'strike', 'last', 'bid', 'ask',\n",
-    "    'volume', 'openinterest', 'impliedvol', 'delta', 'gamma', 'theta', 'vega', 'optionalias', 'dte'\n",
-    "]\n",
+    "        'volume', 'openinterest', 'impliedvol', 'delta', 'gamma', 'theta', 'vega', 'optionalias', 'dte'\n",
+    "    ]\n",
     "options_data.quotedate = options_data.quotedate.dt.tz_localize(None)\n",
     "options_data._data.quotedate = options_data._data.quotedate.dt.tz_localize(None)\n",
     "\n",
@@ -1201,9 +355,10 @@
     "\n",
     "bt = Backtest(allocation=allocation)\n",
     "\n",
-    "#asset_data = HistoricalAssetData('/Users/lambdaclass/options_backtester_copy/data/ivy_5assets.csv')\n",
+    "    #asset_data = HistoricalAssetData('/Users/lambdaclass/options_backtester_copy/data/ivy_5assets.csv')\n",
     "asset_data = TiingoData('/Users/lambdaclass/options_backtester_copy/data/ivy_5assets.csv')\n",
     "asset_data._data.date = asset_data._data.date.dt.tz_localize(None)\n",
+    "\n",
     "asset_data.start_date = min(asset_data._data.date)\n",
     "asset_data.end_date = max(asset_data._data.date)\n",
     "VTI = Stock(\"VTI\", 0.2)\n",
@@ -1212,7 +367,7 @@
     "VNQ = Stock(\"VNQ\", 0.2)\n",
     "DBC = Stock(\"DBC\", 0.2)\n",
     "bt.stocks = [VTI, VEU, BND, VNQ, DBC]\n",
-    "asset_data._data = asset_data._data.query('date >= \"2014-12-15\" & date <= \"2015-03-15\"')\n",
+    "asset_data._data = asset_data._data.query('date >= \"2012-01-01\" & date <= \"2014-01-01\"')\n",
     "bt.options_data = options_data\n",
     "bt._options_strategy = put_otm\n",
     "bt.stocks_data = asset_data\n",
@@ -1221,133 +376,192 @@
     "\n",
     "bt.current_cash = 1_000_000\n",
     "bt.run(rebalance_freq=1)\n",
-    "bt.balance\n",
-    "\n",
-    "# Exit thresholds: we exit if the loss or profit on the investment on an entry is greater than 25%.\n",
-    "#put_otm.exit_thresholds = (0.25, 0.25)"
+    "bt.balance\n"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {},
+   "execution_count": 5,
+   "metadata": {
+    "scrolled": false
+   },
    "outputs": [
     {
      "data": {
       "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead tr th {\n",
-       "        text-align: left;\n",
-       "    }\n",
-       "</style>\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
-       "    <tr>\n",
+       "    <tr style=\"text-align: right;\"><th>Start date</th><td colspan=2>2012-01-03</td></tr>\n",
+       "    <tr style=\"text-align: right;\"><th>End date</th><td colspan=2>2013-12-30</td></tr>\n",
+       "    <tr style=\"text-align: right;\"><th>Total months</th><td colspan=2>23</td></tr>\n",
+       "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
-       "      <th colspan=\"7\" halign=\"left\">leg_1</th>\n",
-       "      <th colspan=\"7\" halign=\"left\">leg_2</th>\n",
-       "      <th colspan=\"3\" halign=\"left\">totals</th>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th></th>\n",
-       "      <th>contract</th>\n",
-       "      <th>underlying</th>\n",
-       "      <th>expiration</th>\n",
-       "      <th>type</th>\n",
-       "      <th>strike</th>\n",
-       "      <th>cost</th>\n",
-       "      <th>order</th>\n",
-       "      <th>contract</th>\n",
-       "      <th>underlying</th>\n",
-       "      <th>expiration</th>\n",
-       "      <th>type</th>\n",
-       "      <th>strike</th>\n",
-       "      <th>cost</th>\n",
-       "      <th>order</th>\n",
-       "      <th>cost</th>\n",
-       "      <th>qty</th>\n",
-       "      <th>date</th>\n",
+       "      <th>Backtest</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <td>0</td>\n",
-       "      <td>SPX160617P00650000</td>\n",
-       "      <td>SPX</td>\n",
-       "      <td>2016-06-17</td>\n",
-       "      <td>put</td>\n",
-       "      <td>650.0</td>\n",
-       "      <td>390.0</td>\n",
-       "      <td>Order.BTO</td>\n",
-       "      <td>SPX160617C00650000</td>\n",
-       "      <td>SPX</td>\n",
-       "      <td>2016-06-17</td>\n",
-       "      <td>call</td>\n",
-       "      <td>650.0</td>\n",
-       "      <td>10000.0</td>\n",
-       "      <td>Order.BTO</td>\n",
-       "      <td>10390.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>2014-12-15</td>\n",
+       "      <th>Annual return</th>\n",
+       "      <td>16.1%</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <td>1</td>\n",
-       "      <td>SPX160617P00700000</td>\n",
-       "      <td>SPX</td>\n",
-       "      <td>2016-06-17</td>\n",
-       "      <td>put</td>\n",
-       "      <td>700.0</td>\n",
-       "      <td>350.0</td>\n",
-       "      <td>Order.BTO</td>\n",
-       "      <td>SPX160617C00700000</td>\n",
-       "      <td>SPX</td>\n",
-       "      <td>2016-06-17</td>\n",
-       "      <td>call</td>\n",
-       "      <td>700.0</td>\n",
-       "      <td>100.0</td>\n",
-       "      <td>Order.BTO</td>\n",
-       "      <td>450.0</td>\n",
-       "      <td>64.0</td>\n",
-       "      <td>2015-02-02</td>\n",
+       "      <th>Cumulative returns</th>\n",
+       "      <td>34.5%</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Annual volatility</th>\n",
+       "      <td>14.5%</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Sharpe ratio</th>\n",
+       "      <td>1.10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Calmar ratio</th>\n",
+       "      <td>1.49</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Stability</th>\n",
+       "      <td>0.86</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Max drawdown</th>\n",
+       "      <td>-10.8%</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Omega ratio</th>\n",
+       "      <td>1.22</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Sortino ratio</th>\n",
+       "      <td>1.62</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Skew</th>\n",
+       "      <td>-0.01</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Kurtosis</th>\n",
+       "      <td>6.54</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Tail ratio</th>\n",
+       "      <td>1.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Daily value at risk</th>\n",
+       "      <td>-1.8%</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
-       "</table>\n",
-       "</div>"
+       "</table>"
       ],
       "text/plain": [
-       "                leg_1                                                      \\\n",
-       "             contract underlying expiration type strike   cost      order   \n",
-       "0  SPX160617P00650000        SPX 2016-06-17  put  650.0  390.0  Order.BTO   \n",
-       "1  SPX160617P00700000        SPX 2016-06-17  put  700.0  350.0  Order.BTO   \n",
-       "\n",
-       "                leg_2                                                         \\\n",
-       "             contract underlying expiration  type strike     cost      order   \n",
-       "0  SPX160617C00650000        SPX 2016-06-17  call  650.0  10000.0  Order.BTO   \n",
-       "1  SPX160617C00700000        SPX 2016-06-17  call  700.0    100.0  Order.BTO   \n",
-       "\n",
-       "    totals                   \n",
-       "      cost   qty       date  \n",
-       "0  10390.0   2.0 2014-12-15  \n",
-       "1    450.0  64.0 2015-02-02  "
+       "<IPython.core.display.HTML object>"
       ]
      },
-     "execution_count": 3,
      "metadata": {},
-     "output_type": "execute_result"
+     "output_type": "display_data"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/usr/local/anaconda3/lib/python3.7/site-packages/numpy/core/fromnumeric.py:61: FutureWarning: \n",
+      "The current behaviour of 'Series.argmin' is deprecated, use 'idxmin'\n",
+      "instead.\n",
+      "The behavior of 'argmin' will be corrected to return the positional\n",
+      "minimum in the future. For now, use 'series.values.argmin' or\n",
+      "'np.argmin(np.array(values))' to get the position of the minimum\n",
+      "row.\n",
+      "  return bound(*args, **kwds)\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th>Worst drawdown periods</th>\n",
+       "      <th>Net drawdown in %</th>\n",
+       "      <th>Peak date</th>\n",
+       "      <th>Valley date</th>\n",
+       "      <th>Recovery date</th>\n",
+       "      <th>Duration</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>10.79</td>\n",
+       "      <td>2013-05-21</td>\n",
+       "      <td>2013-06-24</td>\n",
+       "      <td>2013-10-18</td>\n",
+       "      <td>109</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>9.85</td>\n",
+       "      <td>2012-04-02</td>\n",
+       "      <td>2012-06-04</td>\n",
+       "      <td>2012-08-09</td>\n",
+       "      <td>94</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>8.15</td>\n",
+       "      <td>2013-10-29</td>\n",
+       "      <td>2013-12-13</td>\n",
+       "      <td>NaT</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>7.68</td>\n",
+       "      <td>2012-09-14</td>\n",
+       "      <td>2012-11-15</td>\n",
+       "      <td>2013-01-02</td>\n",
+       "      <td>79</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>3.27</td>\n",
+       "      <td>2013-04-11</td>\n",
+       "      <td>2013-04-18</td>\n",
+       "      <td>2013-04-29</td>\n",
+       "      <td>13</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.HTML object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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\n",
+      "text/plain": [
+       "<Figure size 1008x4752 with 12 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
     }
    ],
    "source": [
-    "bt.trade_log"
+    "pf.create_returns_tear_sheet(returns =  bt.balance['% change'].dropna())"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
diff --git a/backtester/examples/merged_bt_example.ipynb b/backtester/examples/merged_bt_example.ipynb
index c680184..0232274 100644
--- a/backtester/examples/merged_bt_example.ipynb
+++ b/backtester/examples/merged_bt_example.ipynb
@@ -1,27 +1,26 @@
 {
  "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from backtester.datahandler import HistoricalOptionsData, TiingoData\n",
-    "from backtester.strategy import Strategy, StrategyLeg \n",
-    "from backtester import Type, Direction, Stock\n",
-    "from backtester import Backtest\n",
-    "from backtester.strategy import Strangle\n",
-    "from backtester.statistics import monthly_returns_heatmap, returns_histogram, returns_chart"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": 2,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/usr/local/anaconda3/lib/python3.7/site-packages/pyfolio/pos.py:27: UserWarning: Module \"zipline.assets\" not found; mutltipliers will not be applied to position notionals.\n",
+      "  'Module \"zipline.assets\" not found; mutltipliers will not be applied' +\n"
+     ]
+    }
+   ],
    "source": [
-    "data = HistoricalOptionsData(\"allspx/SPX_2017.csv\")\n",
-    "schema = data.schema"
+    "import pyfolio as pf\n",
+    "\n",
+    "from backtester import Backtest\n",
+    "from backtester.strategy import Strategy, StrategyLeg\n",
+    "from backtester.enums import Type, Direction, Stock\n",
+    "from backtester.datahandler import HistoricalOptionsData, TiingoData"
    ]
   },
   {
@@ -30,7 +29,9 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "stock_data = TiingoData('./data/portfolio_data_2017.csv')"
+    "options_data = HistoricalOptionsData('data/SPX_2017.csv')\n",
+    "options_data.quotedate = options_data.quotedate.dt.tz_localize(None)\n",
+    "schema = options_data.schema\n"
    ]
   },
   {
@@ -38,6 +39,16 @@
    "execution_count": 4,
    "metadata": {},
    "outputs": [],
+   "source": [
+    "stock_data = TiingoData('data/portfolio_data_2017.csv')\n",
+    "stock_data._data.date = stock_data._data.date.dt.tz_localize(None)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
    "source": [
     "short_straddle = Strategy(schema)\n",
     "\n",
@@ -56,7 +67,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -75,7 +86,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
@@ -84,7 +95,7 @@
        "1.0000000000000002"
       ]
      },
-     "execution_count": 6,
+     "execution_count": 7,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -95,7 +106,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -114,15 +125,6 @@
     "]"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "data._data['quotedate'] = data._data['quotedate'].apply(lambda x: x.tz_localize('UTC'))"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": 9,
@@ -132,8 +134,8 @@
     "bt = Backtest({'stocks': 0.99, 'options': 0.01, 'cash': 0})\n",
     "bt.stocks = stocks\n",
     "bt._options_strategy = short_straddle\n",
-    "bt.options_data = data\n",
-    "bt.stock_data = stock_data"
+    "bt.options_data = options_data\n",
+    "bt.stocks_data = stock_data\n"
    ]
   },
   {
@@ -146,7 +148,7 @@
      "output_type": "stream",
      "text": [
       "0% [██████████████████████████████] 100% | ETA: 00:00:00\n",
-      "Total time elapsed: 00:00:38\n"
+      "Total time elapsed: 00:00:04\n"
      ]
     },
     {
@@ -197,547 +199,524 @@
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>SPX170217C02150000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>SPX170217C02190000</td>\n",
        "      <td>SPX</td>\n",
        "      <td>2017-02-17</td>\n",
        "      <td>call</td>\n",
-       "      <td>2150</td>\n",
-       "      <td>-11480.0</td>\n",
+       "      <td>2190</td>\n",
+       "      <td>-8110</td>\n",
        "      <td>Order.STO</td>\n",
-       "      <td>SPX170217P02150000</td>\n",
+       "      <td>SPX170217P02190000</td>\n",
        "      <td>SPX</td>\n",
        "      <td>2017-02-17</td>\n",
        "      <td>put</td>\n",
-       "      <td>2150</td>\n",
-       "      <td>-1120.0</td>\n",
+       "      <td>2190</td>\n",
+       "      <td>-1690</td>\n",
        "      <td>Order.STO</td>\n",
-       "      <td>-12600.0</td>\n",
+       "      <td>-9800</td>\n",
        "      <td>1.0</td>\n",
-       "      <td>2017-01-03 00:00:00+00:00</td>\n",
+       "      <td>2017-01-03</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>SPX170217C02150000</td>\n",
-       "      <td>SPX</td>\n",
-       "      <td>2017-02-17</td>\n",
-       "      <td>call</td>\n",
-       "      <td>2150</td>\n",
-       "      <td>13130.0</td>\n",
-       "      <td>Order.BTC</td>\n",
-       "      <td>SPX170217P02150000</td>\n",
-       "      <td>SPX</td>\n",
-       "      <td>2017-02-17</td>\n",
-       "      <td>put</td>\n",
-       "      <td>2150</td>\n",
-       "      <td>220.0</td>\n",
-       "      <td>Order.BTC</td>\n",
-       "      <td>13350.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>2017-02-01 00:00:00+00:00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
+       "      <td>1</td>\n",
        "      <td>SPX170317C02170000</td>\n",
        "      <td>SPX</td>\n",
        "      <td>2017-03-17</td>\n",
        "      <td>call</td>\n",
        "      <td>2170</td>\n",
-       "      <td>-11350.0</td>\n",
+       "      <td>-11350</td>\n",
        "      <td>Order.STO</td>\n",
        "      <td>SPX170317P02170000</td>\n",
        "      <td>SPX</td>\n",
        "      <td>2017-03-17</td>\n",
        "      <td>put</td>\n",
        "      <td>2170</td>\n",
-       "      <td>-930.0</td>\n",
+       "      <td>-930</td>\n",
        "      <td>Order.STO</td>\n",
-       "      <td>-12280.0</td>\n",
+       "      <td>-12280</td>\n",
        "      <td>1.0</td>\n",
-       "      <td>2017-02-01 00:00:00+00:00</td>\n",
+       "      <td>2017-02-01</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>3</th>\n",
+       "      <td>2</td>\n",
+       "      <td>SPX170217C02190000</td>\n",
+       "      <td>SPX</td>\n",
+       "      <td>2017-02-17</td>\n",
+       "      <td>call</td>\n",
+       "      <td>2190</td>\n",
+       "      <td>0</td>\n",
+       "      <td>Order.BTC</td>\n",
+       "      <td>SPX170217P02190000</td>\n",
+       "      <td>SPX</td>\n",
+       "      <td>2017-02-17</td>\n",
+       "      <td>put</td>\n",
+       "      <td>2190</td>\n",
+       "      <td>0</td>\n",
+       "      <td>Order.BTC</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2017-03-01</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>3</td>\n",
+       "      <td>SPX170421C02280000</td>\n",
+       "      <td>SPX</td>\n",
+       "      <td>2017-04-21</td>\n",
+       "      <td>call</td>\n",
+       "      <td>2280</td>\n",
+       "      <td>-12370</td>\n",
+       "      <td>Order.STO</td>\n",
+       "      <td>SPX170421P02280000</td>\n",
+       "      <td>SPX</td>\n",
+       "      <td>2017-04-21</td>\n",
+       "      <td>put</td>\n",
+       "      <td>2280</td>\n",
+       "      <td>-1030</td>\n",
+       "      <td>Order.STO</td>\n",
+       "      <td>-13400</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>2017-03-01</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>4</td>\n",
        "      <td>SPX170317C02170000</td>\n",
        "      <td>SPX</td>\n",
        "      <td>2017-03-17</td>\n",
        "      <td>call</td>\n",
        "      <td>2170</td>\n",
-       "      <td>22640.0</td>\n",
+       "      <td>0</td>\n",
        "      <td>Order.BTC</td>\n",
        "      <td>SPX170317P02170000</td>\n",
        "      <td>SPX</td>\n",
        "      <td>2017-03-17</td>\n",
        "      <td>put</td>\n",
        "      <td>2170</td>\n",
-       "      <td>100.0</td>\n",
+       "      <td>0</td>\n",
        "      <td>Order.BTC</td>\n",
-       "      <td>22740.0</td>\n",
+       "      <td>0</td>\n",
        "      <td>1.0</td>\n",
-       "      <td>2017-03-01 00:00:00+00:00</td>\n",
+       "      <td>2017-04-03</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>SPX170421C02280000</td>\n",
-       "      <td>SPX</td>\n",
-       "      <td>2017-04-21</td>\n",
-       "      <td>call</td>\n",
-       "      <td>2280</td>\n",
-       "      <td>-12370.0</td>\n",
-       "      <td>Order.STO</td>\n",
-       "      <td>SPX170421P02280000</td>\n",
-       "      <td>SPX</td>\n",
-       "      <td>2017-04-21</td>\n",
-       "      <td>put</td>\n",
-       "      <td>2280</td>\n",
-       "      <td>-1030.0</td>\n",
-       "      <td>Order.STO</td>\n",
-       "      <td>-13400.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>2017-03-01 00:00:00+00:00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>SPX170421C02280000</td>\n",
-       "      <td>SPX</td>\n",
-       "      <td>2017-04-21</td>\n",
-       "      <td>call</td>\n",
-       "      <td>2280</td>\n",
-       "      <td>8490.0</td>\n",
-       "      <td>Order.BTC</td>\n",
-       "      <td>SPX170421P02280000</td>\n",
-       "      <td>SPX</td>\n",
-       "      <td>2017-04-21</td>\n",
-       "      <td>put</td>\n",
-       "      <td>2280</td>\n",
-       "      <td>360.0</td>\n",
-       "      <td>Order.BTC</td>\n",
-       "      <td>8850.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>2017-04-03 00:00:00+00:00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
+       "      <td>5</td>\n",
        "      <td>SPX170519C02245000</td>\n",
        "      <td>SPX</td>\n",
        "      <td>2017-05-19</td>\n",
        "      <td>call</td>\n",
        "      <td>2245</td>\n",
-       "      <td>-12060.0</td>\n",
+       "      <td>-12060</td>\n",
        "      <td>Order.STO</td>\n",
        "      <td>SPX170519P02245000</td>\n",
        "      <td>SPX</td>\n",
        "      <td>2017-05-19</td>\n",
        "      <td>put</td>\n",
        "      <td>2245</td>\n",
-       "      <td>-940.0</td>\n",
+       "      <td>-940</td>\n",
        "      <td>Order.STO</td>\n",
-       "      <td>-13000.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>2017-04-03 00:00:00+00:00</td>\n",
+       "      <td>-13000</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>2017-04-03</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>7</th>\n",
+       "      <td>6</td>\n",
+       "      <td>SPX170421C02280000</td>\n",
+       "      <td>SPX</td>\n",
+       "      <td>2017-04-21</td>\n",
+       "      <td>call</td>\n",
+       "      <td>2280</td>\n",
+       "      <td>0</td>\n",
+       "      <td>Order.BTC</td>\n",
+       "      <td>SPX170421P02280000</td>\n",
+       "      <td>SPX</td>\n",
+       "      <td>2017-04-21</td>\n",
+       "      <td>put</td>\n",
+       "      <td>2280</td>\n",
+       "      <td>0</td>\n",
+       "      <td>Order.BTC</td>\n",
+       "      <td>0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>2017-05-01</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>7</td>\n",
+       "      <td>SPX170616C02270000</td>\n",
+       "      <td>SPX</td>\n",
+       "      <td>2017-06-16</td>\n",
+       "      <td>call</td>\n",
+       "      <td>2270</td>\n",
+       "      <td>-12120</td>\n",
+       "      <td>Order.STO</td>\n",
+       "      <td>SPX170616P02270000</td>\n",
+       "      <td>SPX</td>\n",
+       "      <td>2017-06-16</td>\n",
+       "      <td>put</td>\n",
+       "      <td>2270</td>\n",
+       "      <td>-750</td>\n",
+       "      <td>Order.STO</td>\n",
+       "      <td>-12870</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>2017-05-01</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>8</td>\n",
        "      <td>SPX170519C02245000</td>\n",
        "      <td>SPX</td>\n",
        "      <td>2017-05-19</td>\n",
        "      <td>call</td>\n",
        "      <td>2245</td>\n",
-       "      <td>14560.0</td>\n",
+       "      <td>0</td>\n",
        "      <td>Order.BTC</td>\n",
        "      <td>SPX170519P02245000</td>\n",
        "      <td>SPX</td>\n",
        "      <td>2017-05-19</td>\n",
        "      <td>put</td>\n",
        "      <td>2245</td>\n",
-       "      <td>150.0</td>\n",
+       "      <td>0</td>\n",
        "      <td>Order.BTC</td>\n",
-       "      <td>14710.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>2017-05-01 00:00:00+00:00</td>\n",
+       "      <td>0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>2017-06-01</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>SPX170616C02270000</td>\n",
-       "      <td>SPX</td>\n",
-       "      <td>2017-06-16</td>\n",
-       "      <td>call</td>\n",
-       "      <td>2270</td>\n",
-       "      <td>-12120.0</td>\n",
-       "      <td>Order.STO</td>\n",
-       "      <td>SPX170616P02270000</td>\n",
-       "      <td>SPX</td>\n",
-       "      <td>2017-06-16</td>\n",
-       "      <td>put</td>\n",
-       "      <td>2270</td>\n",
-       "      <td>-750.0</td>\n",
-       "      <td>Order.STO</td>\n",
-       "      <td>-12870.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>2017-05-01 00:00:00+00:00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>SPX170616C02270000</td>\n",
-       "      <td>SPX</td>\n",
-       "      <td>2017-06-16</td>\n",
-       "      <td>call</td>\n",
-       "      <td>2270</td>\n",
-       "      <td>16290.0</td>\n",
-       "      <td>Order.BTC</td>\n",
-       "      <td>SPX170616P02270000</td>\n",
-       "      <td>SPX</td>\n",
-       "      <td>2017-06-16</td>\n",
-       "      <td>put</td>\n",
-       "      <td>2270</td>\n",
-       "      <td>90.0</td>\n",
-       "      <td>Order.BTC</td>\n",
-       "      <td>16380.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>2017-06-01 00:00:00+00:00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10</th>\n",
+       "      <td>9</td>\n",
        "      <td>SPX170721C02310000</td>\n",
        "      <td>SPX</td>\n",
        "      <td>2017-07-21</td>\n",
        "      <td>call</td>\n",
        "      <td>2310</td>\n",
-       "      <td>-12510.0</td>\n",
+       "      <td>-12510</td>\n",
        "      <td>Order.STO</td>\n",
        "      <td>SPX170721P02310000</td>\n",
        "      <td>SPX</td>\n",
        "      <td>2017-07-21</td>\n",
        "      <td>put</td>\n",
        "      <td>2310</td>\n",
-       "      <td>-810.0</td>\n",
+       "      <td>-810</td>\n",
        "      <td>Order.STO</td>\n",
-       "      <td>-13320.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>2017-06-01 00:00:00+00:00</td>\n",
+       "      <td>-13320</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>2017-06-01</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>11</th>\n",
+       "      <td>10</td>\n",
+       "      <td>SPX170616C02270000</td>\n",
+       "      <td>SPX</td>\n",
+       "      <td>2017-06-16</td>\n",
+       "      <td>call</td>\n",
+       "      <td>2270</td>\n",
+       "      <td>0</td>\n",
+       "      <td>Order.BTC</td>\n",
+       "      <td>SPX170616P02270000</td>\n",
+       "      <td>SPX</td>\n",
+       "      <td>2017-06-16</td>\n",
+       "      <td>put</td>\n",
+       "      <td>2270</td>\n",
+       "      <td>0</td>\n",
+       "      <td>Order.BTC</td>\n",
+       "      <td>0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>2017-07-03</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>11</td>\n",
+       "      <td>SPX170818C02310000</td>\n",
+       "      <td>SPX</td>\n",
+       "      <td>2017-08-18</td>\n",
+       "      <td>call</td>\n",
+       "      <td>2310</td>\n",
+       "      <td>-12370</td>\n",
+       "      <td>Order.STO</td>\n",
+       "      <td>SPX170818P02310000</td>\n",
+       "      <td>SPX</td>\n",
+       "      <td>2017-08-18</td>\n",
+       "      <td>put</td>\n",
+       "      <td>2310</td>\n",
+       "      <td>-960</td>\n",
+       "      <td>Order.STO</td>\n",
+       "      <td>-13330</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>2017-07-03</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>12</td>\n",
        "      <td>SPX170721C02310000</td>\n",
        "      <td>SPX</td>\n",
        "      <td>2017-07-21</td>\n",
        "      <td>call</td>\n",
        "      <td>2310</td>\n",
-       "      <td>12170.0</td>\n",
+       "      <td>0</td>\n",
        "      <td>Order.BTC</td>\n",
        "      <td>SPX170721P02310000</td>\n",
        "      <td>SPX</td>\n",
        "      <td>2017-07-21</td>\n",
        "      <td>put</td>\n",
        "      <td>2310</td>\n",
-       "      <td>265.0</td>\n",
+       "      <td>0</td>\n",
        "      <td>Order.BTC</td>\n",
-       "      <td>12435.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>2017-07-03 00:00:00+00:00</td>\n",
+       "      <td>0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>2017-08-01</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>SPX170818C02310000</td>\n",
-       "      <td>SPX</td>\n",
-       "      <td>2017-08-18</td>\n",
-       "      <td>call</td>\n",
-       "      <td>2310</td>\n",
-       "      <td>-12370.0</td>\n",
-       "      <td>Order.STO</td>\n",
-       "      <td>SPX170818P02310000</td>\n",
-       "      <td>SPX</td>\n",
-       "      <td>2017-08-18</td>\n",
-       "      <td>put</td>\n",
-       "      <td>2310</td>\n",
-       "      <td>-960.0</td>\n",
-       "      <td>Order.STO</td>\n",
-       "      <td>-13330.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>2017-07-03 00:00:00+00:00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>SPX170818C02310000</td>\n",
-       "      <td>SPX</td>\n",
-       "      <td>2017-08-18</td>\n",
-       "      <td>call</td>\n",
-       "      <td>2310</td>\n",
-       "      <td>16720.0</td>\n",
-       "      <td>Order.BTC</td>\n",
-       "      <td>SPX170818P02310000</td>\n",
-       "      <td>SPX</td>\n",
-       "      <td>2017-08-18</td>\n",
-       "      <td>put</td>\n",
-       "      <td>2310</td>\n",
-       "      <td>145.0</td>\n",
-       "      <td>Order.BTC</td>\n",
-       "      <td>16865.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>2017-08-01 00:00:00+00:00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14</th>\n",
+       "      <td>13</td>\n",
        "      <td>SPX170915C02355000</td>\n",
        "      <td>SPX</td>\n",
        "      <td>2017-09-15</td>\n",
        "      <td>call</td>\n",
        "      <td>2355</td>\n",
-       "      <td>-12270.0</td>\n",
+       "      <td>-12270</td>\n",
        "      <td>Order.STO</td>\n",
        "      <td>SPX170915P02355000</td>\n",
        "      <td>SPX</td>\n",
        "      <td>2017-09-15</td>\n",
        "      <td>put</td>\n",
        "      <td>2355</td>\n",
-       "      <td>-740.0</td>\n",
+       "      <td>-740</td>\n",
        "      <td>Order.STO</td>\n",
-       "      <td>-13010.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>2017-08-01 00:00:00+00:00</td>\n",
+       "      <td>-13010</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>2017-08-01</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>15</th>\n",
+       "      <td>14</td>\n",
+       "      <td>SPX170818C02310000</td>\n",
+       "      <td>SPX</td>\n",
+       "      <td>2017-08-18</td>\n",
+       "      <td>call</td>\n",
+       "      <td>2310</td>\n",
+       "      <td>0</td>\n",
+       "      <td>Order.BTC</td>\n",
+       "      <td>SPX170818P02310000</td>\n",
+       "      <td>SPX</td>\n",
+       "      <td>2017-08-18</td>\n",
+       "      <td>put</td>\n",
+       "      <td>2310</td>\n",
+       "      <td>0</td>\n",
+       "      <td>Order.BTC</td>\n",
+       "      <td>0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>2017-09-01</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>15</td>\n",
+       "      <td>SPX171020C02355000</td>\n",
+       "      <td>SPX</td>\n",
+       "      <td>2017-10-20</td>\n",
+       "      <td>call</td>\n",
+       "      <td>2355</td>\n",
+       "      <td>-12840</td>\n",
+       "      <td>Order.STO</td>\n",
+       "      <td>SPX171020P02355000</td>\n",
+       "      <td>SPX</td>\n",
+       "      <td>2017-10-20</td>\n",
+       "      <td>put</td>\n",
+       "      <td>2355</td>\n",
+       "      <td>-970</td>\n",
+       "      <td>Order.STO</td>\n",
+       "      <td>-13810</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>2017-09-01</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>16</td>\n",
        "      <td>SPX170915C02355000</td>\n",
        "      <td>SPX</td>\n",
        "      <td>2017-09-15</td>\n",
        "      <td>call</td>\n",
        "      <td>2355</td>\n",
-       "      <td>12350.0</td>\n",
+       "      <td>0</td>\n",
        "      <td>Order.BTC</td>\n",
        "      <td>SPX170915P02355000</td>\n",
        "      <td>SPX</td>\n",
        "      <td>2017-09-15</td>\n",
        "      <td>put</td>\n",
        "      <td>2355</td>\n",
-       "      <td>125.0</td>\n",
+       "      <td>0</td>\n",
        "      <td>Order.BTC</td>\n",
-       "      <td>12475.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>2017-09-01 00:00:00+00:00</td>\n",
+       "      <td>0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>2017-10-02</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>16</th>\n",
-       "      <td>SPX171020C02355000</td>\n",
-       "      <td>SPX</td>\n",
-       "      <td>2017-10-20</td>\n",
-       "      <td>call</td>\n",
-       "      <td>2355</td>\n",
-       "      <td>-12840.0</td>\n",
-       "      <td>Order.STO</td>\n",
-       "      <td>SPX171020P02355000</td>\n",
-       "      <td>SPX</td>\n",
-       "      <td>2017-10-20</td>\n",
-       "      <td>put</td>\n",
-       "      <td>2355</td>\n",
-       "      <td>-970.0</td>\n",
-       "      <td>Order.STO</td>\n",
-       "      <td>-13810.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>2017-09-01 00:00:00+00:00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>SPX171020C02355000</td>\n",
-       "      <td>SPX</td>\n",
-       "      <td>2017-10-20</td>\n",
-       "      <td>call</td>\n",
-       "      <td>2355</td>\n",
-       "      <td>17790.0</td>\n",
-       "      <td>Order.BTC</td>\n",
-       "      <td>SPX171020P02355000</td>\n",
-       "      <td>SPX</td>\n",
-       "      <td>2017-10-20</td>\n",
-       "      <td>put</td>\n",
-       "      <td>2355</td>\n",
-       "      <td>115.0</td>\n",
-       "      <td>Order.BTC</td>\n",
-       "      <td>17905.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>2017-10-02 00:00:00+00:00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18</th>\n",
+       "      <td>17</td>\n",
        "      <td>SPX171117C02405000</td>\n",
        "      <td>SPX</td>\n",
        "      <td>2017-11-17</td>\n",
        "      <td>call</td>\n",
        "      <td>2405</td>\n",
-       "      <td>-12740.0</td>\n",
+       "      <td>-12740</td>\n",
        "      <td>Order.STO</td>\n",
        "      <td>SPX171117P02405000</td>\n",
        "      <td>SPX</td>\n",
        "      <td>2017-11-17</td>\n",
        "      <td>put</td>\n",
        "      <td>2405</td>\n",
-       "      <td>-730.0</td>\n",
+       "      <td>-730</td>\n",
        "      <td>Order.STO</td>\n",
-       "      <td>-13470.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>2017-10-02 00:00:00+00:00</td>\n",
+       "      <td>-13470</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>2017-10-02</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>19</th>\n",
+       "      <td>18</td>\n",
+       "      <td>SPX171020C02355000</td>\n",
+       "      <td>SPX</td>\n",
+       "      <td>2017-10-20</td>\n",
+       "      <td>call</td>\n",
+       "      <td>2355</td>\n",
+       "      <td>0</td>\n",
+       "      <td>Order.BTC</td>\n",
+       "      <td>SPX171020P02355000</td>\n",
+       "      <td>SPX</td>\n",
+       "      <td>2017-10-20</td>\n",
+       "      <td>put</td>\n",
+       "      <td>2355</td>\n",
+       "      <td>0</td>\n",
+       "      <td>Order.BTC</td>\n",
+       "      <td>0</td>\n",
+       "      <td>6.0</td>\n",
+       "      <td>2017-11-01</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>19</td>\n",
+       "      <td>SPX171215C02455000</td>\n",
+       "      <td>SPX</td>\n",
+       "      <td>2017-12-15</td>\n",
+       "      <td>call</td>\n",
+       "      <td>2455</td>\n",
+       "      <td>-12650</td>\n",
+       "      <td>Order.STO</td>\n",
+       "      <td>SPX171215P02455000</td>\n",
+       "      <td>SPX</td>\n",
+       "      <td>2017-12-15</td>\n",
+       "      <td>put</td>\n",
+       "      <td>2455</td>\n",
+       "      <td>-820</td>\n",
+       "      <td>Order.STO</td>\n",
+       "      <td>-13470</td>\n",
+       "      <td>12.0</td>\n",
+       "      <td>2017-11-01</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>20</td>\n",
        "      <td>SPX171117C02405000</td>\n",
        "      <td>SPX</td>\n",
        "      <td>2017-11-17</td>\n",
        "      <td>call</td>\n",
        "      <td>2405</td>\n",
-       "      <td>17510.0</td>\n",
+       "      <td>0</td>\n",
        "      <td>Order.BTC</td>\n",
        "      <td>SPX171117P02405000</td>\n",
        "      <td>SPX</td>\n",
        "      <td>2017-11-17</td>\n",
        "      <td>put</td>\n",
        "      <td>2405</td>\n",
-       "      <td>125.0</td>\n",
+       "      <td>0</td>\n",
        "      <td>Order.BTC</td>\n",
-       "      <td>17635.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>2017-11-01 00:00:00+00:00</td>\n",
+       "      <td>0</td>\n",
+       "      <td>9.0</td>\n",
+       "      <td>2017-12-01</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>SPX171215C02455000</td>\n",
-       "      <td>SPX</td>\n",
-       "      <td>2017-12-15</td>\n",
-       "      <td>call</td>\n",
-       "      <td>2455</td>\n",
-       "      <td>-12650.0</td>\n",
-       "      <td>Order.STO</td>\n",
-       "      <td>SPX171215P02455000</td>\n",
-       "      <td>SPX</td>\n",
-       "      <td>2017-12-15</td>\n",
-       "      <td>put</td>\n",
-       "      <td>2455</td>\n",
-       "      <td>-820.0</td>\n",
-       "      <td>Order.STO</td>\n",
-       "      <td>-13470.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>2017-11-01 00:00:00+00:00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>SPX171215C02455000</td>\n",
-       "      <td>SPX</td>\n",
-       "      <td>2017-12-15</td>\n",
-       "      <td>call</td>\n",
-       "      <td>2455</td>\n",
-       "      <td>19250.0</td>\n",
-       "      <td>Order.BTC</td>\n",
-       "      <td>SPX171215P02455000</td>\n",
-       "      <td>SPX</td>\n",
-       "      <td>2017-12-15</td>\n",
-       "      <td>put</td>\n",
-       "      <td>2455</td>\n",
-       "      <td>145.0</td>\n",
-       "      <td>Order.BTC</td>\n",
-       "      <td>19395.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>2017-12-01 00:00:00+00:00</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22</th>\n",
+       "      <td>21</td>\n",
        "      <td>SPX180119C02515000</td>\n",
        "      <td>SPX</td>\n",
        "      <td>2018-01-19</td>\n",
        "      <td>call</td>\n",
        "      <td>2515</td>\n",
-       "      <td>-13990.0</td>\n",
+       "      <td>-13990</td>\n",
        "      <td>Order.STO</td>\n",
        "      <td>SPX180119P02515000</td>\n",
        "      <td>SPX</td>\n",
        "      <td>2018-01-19</td>\n",
        "      <td>put</td>\n",
        "      <td>2515</td>\n",
-       "      <td>-1000.0</td>\n",
+       "      <td>-1000</td>\n",
        "      <td>Order.STO</td>\n",
-       "      <td>-14990.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>2017-12-01 00:00:00+00:00</td>\n",
+       "      <td>-14990</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>2017-12-01</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "text/plain": [
-       "                 leg_1                                                         \\\n",
-       "              contract underlying expiration  type strike     cost      order   \n",
-       "0   SPX170217C02150000        SPX 2017-02-17  call   2150 -11480.0  Order.STO   \n",
-       "1   SPX170217C02150000        SPX 2017-02-17  call   2150  13130.0  Order.BTC   \n",
-       "2   SPX170317C02170000        SPX 2017-03-17  call   2170 -11350.0  Order.STO   \n",
-       "3   SPX170317C02170000        SPX 2017-03-17  call   2170  22640.0  Order.BTC   \n",
-       "4   SPX170421C02280000        SPX 2017-04-21  call   2280 -12370.0  Order.STO   \n",
-       "5   SPX170421C02280000        SPX 2017-04-21  call   2280   8490.0  Order.BTC   \n",
-       "6   SPX170519C02245000        SPX 2017-05-19  call   2245 -12060.0  Order.STO   \n",
-       "7   SPX170519C02245000        SPX 2017-05-19  call   2245  14560.0  Order.BTC   \n",
-       "8   SPX170616C02270000        SPX 2017-06-16  call   2270 -12120.0  Order.STO   \n",
-       "9   SPX170616C02270000        SPX 2017-06-16  call   2270  16290.0  Order.BTC   \n",
-       "10  SPX170721C02310000        SPX 2017-07-21  call   2310 -12510.0  Order.STO   \n",
-       "11  SPX170721C02310000        SPX 2017-07-21  call   2310  12170.0  Order.BTC   \n",
-       "12  SPX170818C02310000        SPX 2017-08-18  call   2310 -12370.0  Order.STO   \n",
-       "13  SPX170818C02310000        SPX 2017-08-18  call   2310  16720.0  Order.BTC   \n",
-       "14  SPX170915C02355000        SPX 2017-09-15  call   2355 -12270.0  Order.STO   \n",
-       "15  SPX170915C02355000        SPX 2017-09-15  call   2355  12350.0  Order.BTC   \n",
-       "16  SPX171020C02355000        SPX 2017-10-20  call   2355 -12840.0  Order.STO   \n",
-       "17  SPX171020C02355000        SPX 2017-10-20  call   2355  17790.0  Order.BTC   \n",
-       "18  SPX171117C02405000        SPX 2017-11-17  call   2405 -12740.0  Order.STO   \n",
-       "19  SPX171117C02405000        SPX 2017-11-17  call   2405  17510.0  Order.BTC   \n",
-       "20  SPX171215C02455000        SPX 2017-12-15  call   2455 -12650.0  Order.STO   \n",
-       "21  SPX171215C02455000        SPX 2017-12-15  call   2455  19250.0  Order.BTC   \n",
-       "22  SPX180119C02515000        SPX 2018-01-19  call   2515 -13990.0  Order.STO   \n",
+       "                 leg_1                                                       \\\n",
+       "              contract underlying expiration  type strike   cost      order   \n",
+       "0   SPX170217C02190000        SPX 2017-02-17  call   2190  -8110  Order.STO   \n",
+       "1   SPX170317C02170000        SPX 2017-03-17  call   2170 -11350  Order.STO   \n",
+       "2   SPX170217C02190000        SPX 2017-02-17  call   2190      0  Order.BTC   \n",
+       "3   SPX170421C02280000        SPX 2017-04-21  call   2280 -12370  Order.STO   \n",
+       "4   SPX170317C02170000        SPX 2017-03-17  call   2170      0  Order.BTC   \n",
+       "5   SPX170519C02245000        SPX 2017-05-19  call   2245 -12060  Order.STO   \n",
+       "6   SPX170421C02280000        SPX 2017-04-21  call   2280      0  Order.BTC   \n",
+       "7   SPX170616C02270000        SPX 2017-06-16  call   2270 -12120  Order.STO   \n",
+       "8   SPX170519C02245000        SPX 2017-05-19  call   2245      0  Order.BTC   \n",
+       "9   SPX170721C02310000        SPX 2017-07-21  call   2310 -12510  Order.STO   \n",
+       "10  SPX170616C02270000        SPX 2017-06-16  call   2270      0  Order.BTC   \n",
+       "11  SPX170818C02310000        SPX 2017-08-18  call   2310 -12370  Order.STO   \n",
+       "12  SPX170721C02310000        SPX 2017-07-21  call   2310      0  Order.BTC   \n",
+       "13  SPX170915C02355000        SPX 2017-09-15  call   2355 -12270  Order.STO   \n",
+       "14  SPX170818C02310000        SPX 2017-08-18  call   2310      0  Order.BTC   \n",
+       "15  SPX171020C02355000        SPX 2017-10-20  call   2355 -12840  Order.STO   \n",
+       "16  SPX170915C02355000        SPX 2017-09-15  call   2355      0  Order.BTC   \n",
+       "17  SPX171117C02405000        SPX 2017-11-17  call   2405 -12740  Order.STO   \n",
+       "18  SPX171020C02355000        SPX 2017-10-20  call   2355      0  Order.BTC   \n",
+       "19  SPX171215C02455000        SPX 2017-12-15  call   2455 -12650  Order.STO   \n",
+       "20  SPX171117C02405000        SPX 2017-11-17  call   2405      0  Order.BTC   \n",
+       "21  SPX180119C02515000        SPX 2018-01-19  call   2515 -13990  Order.STO   \n",
        "\n",
-       "                 leg_2                                                       \\\n",
-       "              contract underlying expiration type strike    cost      order   \n",
-       "0   SPX170217P02150000        SPX 2017-02-17  put   2150 -1120.0  Order.STO   \n",
-       "1   SPX170217P02150000        SPX 2017-02-17  put   2150   220.0  Order.BTC   \n",
-       "2   SPX170317P02170000        SPX 2017-03-17  put   2170  -930.0  Order.STO   \n",
-       "3   SPX170317P02170000        SPX 2017-03-17  put   2170   100.0  Order.BTC   \n",
-       "4   SPX170421P02280000        SPX 2017-04-21  put   2280 -1030.0  Order.STO   \n",
-       "5   SPX170421P02280000        SPX 2017-04-21  put   2280   360.0  Order.BTC   \n",
-       "6   SPX170519P02245000        SPX 2017-05-19  put   2245  -940.0  Order.STO   \n",
-       "7   SPX170519P02245000        SPX 2017-05-19  put   2245   150.0  Order.BTC   \n",
-       "8   SPX170616P02270000        SPX 2017-06-16  put   2270  -750.0  Order.STO   \n",
-       "9   SPX170616P02270000        SPX 2017-06-16  put   2270    90.0  Order.BTC   \n",
-       "10  SPX170721P02310000        SPX 2017-07-21  put   2310  -810.0  Order.STO   \n",
-       "11  SPX170721P02310000        SPX 2017-07-21  put   2310   265.0  Order.BTC   \n",
-       "12  SPX170818P02310000        SPX 2017-08-18  put   2310  -960.0  Order.STO   \n",
-       "13  SPX170818P02310000        SPX 2017-08-18  put   2310   145.0  Order.BTC   \n",
-       "14  SPX170915P02355000        SPX 2017-09-15  put   2355  -740.0  Order.STO   \n",
-       "15  SPX170915P02355000        SPX 2017-09-15  put   2355   125.0  Order.BTC   \n",
-       "16  SPX171020P02355000        SPX 2017-10-20  put   2355  -970.0  Order.STO   \n",
-       "17  SPX171020P02355000        SPX 2017-10-20  put   2355   115.0  Order.BTC   \n",
-       "18  SPX171117P02405000        SPX 2017-11-17  put   2405  -730.0  Order.STO   \n",
-       "19  SPX171117P02405000        SPX 2017-11-17  put   2405   125.0  Order.BTC   \n",
-       "20  SPX171215P02455000        SPX 2017-12-15  put   2455  -820.0  Order.STO   \n",
-       "21  SPX171215P02455000        SPX 2017-12-15  put   2455   145.0  Order.BTC   \n",
-       "22  SPX180119P02515000        SPX 2018-01-19  put   2515 -1000.0  Order.STO   \n",
+       "                 leg_2                                                     \\\n",
+       "              contract underlying expiration type strike  cost      order   \n",
+       "0   SPX170217P02190000        SPX 2017-02-17  put   2190 -1690  Order.STO   \n",
+       "1   SPX170317P02170000        SPX 2017-03-17  put   2170  -930  Order.STO   \n",
+       "2   SPX170217P02190000        SPX 2017-02-17  put   2190     0  Order.BTC   \n",
+       "3   SPX170421P02280000        SPX 2017-04-21  put   2280 -1030  Order.STO   \n",
+       "4   SPX170317P02170000        SPX 2017-03-17  put   2170     0  Order.BTC   \n",
+       "5   SPX170519P02245000        SPX 2017-05-19  put   2245  -940  Order.STO   \n",
+       "6   SPX170421P02280000        SPX 2017-04-21  put   2280     0  Order.BTC   \n",
+       "7   SPX170616P02270000        SPX 2017-06-16  put   2270  -750  Order.STO   \n",
+       "8   SPX170519P02245000        SPX 2017-05-19  put   2245     0  Order.BTC   \n",
+       "9   SPX170721P02310000        SPX 2017-07-21  put   2310  -810  Order.STO   \n",
+       "10  SPX170616P02270000        SPX 2017-06-16  put   2270     0  Order.BTC   \n",
+       "11  SPX170818P02310000        SPX 2017-08-18  put   2310  -960  Order.STO   \n",
+       "12  SPX170721P02310000        SPX 2017-07-21  put   2310     0  Order.BTC   \n",
+       "13  SPX170915P02355000        SPX 2017-09-15  put   2355  -740  Order.STO   \n",
+       "14  SPX170818P02310000        SPX 2017-08-18  put   2310     0  Order.BTC   \n",
+       "15  SPX171020P02355000        SPX 2017-10-20  put   2355  -970  Order.STO   \n",
+       "16  SPX170915P02355000        SPX 2017-09-15  put   2355     0  Order.BTC   \n",
+       "17  SPX171117P02405000        SPX 2017-11-17  put   2405  -730  Order.STO   \n",
+       "18  SPX171020P02355000        SPX 2017-10-20  put   2355     0  Order.BTC   \n",
+       "19  SPX171215P02455000        SPX 2017-12-15  put   2455  -820  Order.STO   \n",
+       "20  SPX171117P02405000        SPX 2017-11-17  put   2405     0  Order.BTC   \n",
+       "21  SPX180119P02515000        SPX 2018-01-19  put   2515 -1000  Order.STO   \n",
        "\n",
-       "     totals                                  \n",
-       "       cost  qty                       date  \n",
-       "0  -12600.0  1.0  2017-01-03 00:00:00+00:00  \n",
-       "1   13350.0  1.0  2017-02-01 00:00:00+00:00  \n",
-       "2  -12280.0  1.0  2017-02-01 00:00:00+00:00  \n",
-       "3   22740.0  1.0  2017-03-01 00:00:00+00:00  \n",
-       "4  -13400.0  1.0  2017-03-01 00:00:00+00:00  \n",
-       "5    8850.0  1.0  2017-04-03 00:00:00+00:00  \n",
-       "6  -13000.0  1.0  2017-04-03 00:00:00+00:00  \n",
-       "7   14710.0  1.0  2017-05-01 00:00:00+00:00  \n",
-       "8  -12870.0  1.0  2017-05-01 00:00:00+00:00  \n",
-       "9   16380.0  1.0  2017-06-01 00:00:00+00:00  \n",
-       "10 -13320.0  1.0  2017-06-01 00:00:00+00:00  \n",
-       "11  12435.0  1.0  2017-07-03 00:00:00+00:00  \n",
-       "12 -13330.0  1.0  2017-07-03 00:00:00+00:00  \n",
-       "13  16865.0  1.0  2017-08-01 00:00:00+00:00  \n",
-       "14 -13010.0  1.0  2017-08-01 00:00:00+00:00  \n",
-       "15  12475.0  1.0  2017-09-01 00:00:00+00:00  \n",
-       "16 -13810.0  1.0  2017-09-01 00:00:00+00:00  \n",
-       "17  17905.0  1.0  2017-10-02 00:00:00+00:00  \n",
-       "18 -13470.0  1.0  2017-10-02 00:00:00+00:00  \n",
-       "19  17635.0  1.0  2017-11-01 00:00:00+00:00  \n",
-       "20 -13470.0  1.0  2017-11-01 00:00:00+00:00  \n",
-       "21  19395.0  1.0  2017-12-01 00:00:00+00:00  \n",
-       "22 -14990.0  1.0  2017-12-01 00:00:00+00:00  "
+       "   totals                   \n",
+       "     cost   qty       date  \n",
+       "0   -9800   1.0 2017-01-03  \n",
+       "1  -12280   1.0 2017-02-01  \n",
+       "2       0   1.0 2017-03-01  \n",
+       "3  -13400   2.0 2017-03-01  \n",
+       "4       0   1.0 2017-04-03  \n",
+       "5  -13000   2.0 2017-04-03  \n",
+       "6       0   2.0 2017-05-01  \n",
+       "7  -12870   3.0 2017-05-01  \n",
+       "8       0   2.0 2017-06-01  \n",
+       "9  -13320   4.0 2017-06-01  \n",
+       "10      0   3.0 2017-07-03  \n",
+       "11 -13330   4.0 2017-07-03  \n",
+       "12      0   4.0 2017-08-01  \n",
+       "13 -13010   6.0 2017-08-01  \n",
+       "14      0   4.0 2017-09-01  \n",
+       "15 -13810   6.0 2017-09-01  \n",
+       "16      0   6.0 2017-10-02  \n",
+       "17 -13470   9.0 2017-10-02  \n",
+       "18      0   6.0 2017-11-01  \n",
+       "19 -13470  12.0 2017-11-01  \n",
+       "20      0   9.0 2017-12-01  \n",
+       "21 -14990  16.0 2017-12-01  "
       ]
      },
      "execution_count": 10,
@@ -752,275 +731,178 @@
   {
    "cell_type": "code",
    "execution_count": 11,
-   "metadata": {},
+   "metadata": {
+    "scrolled": false
+   },
    "outputs": [
     {
      "data": {
       "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
+       "    <tr style=\"text-align: right;\"><th>Start date</th><td colspan=2>2017-01-03</td></tr>\n",
+       "    <tr style=\"text-align: right;\"><th>End date</th><td colspan=2>2017-12-28</td></tr>\n",
+       "    <tr style=\"text-align: right;\"><th>Total months</th><td colspan=2>11</td></tr>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
-       "      <th>total capital</th>\n",
-       "      <th>cash</th>\n",
-       "      <th>calls capital</th>\n",
-       "      <th>options capital</th>\n",
-       "      <th>options qty</th>\n",
-       "      <th>puts capital</th>\n",
-       "      <th>stocks capital</th>\n",
-       "      <th>stocks qty</th>\n",
-       "      <th>% change</th>\n",
-       "      <th>accumulated return</th>\n",
+       "      <th>Backtest</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>2017-01-02 00:00:00+00:00</th>\n",
-       "      <td>1.000000e+06</td>\n",
-       "      <td>1000000.000000</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
+       "      <th>Annual return</th>\n",
+       "      <td>52.8%</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2017-01-03 00:00:00+00:00</th>\n",
-       "      <td>9.767215e+05</td>\n",
-       "      <td>22858.490787</td>\n",
-       "      <td>-11800.0</td>\n",
-       "      <td>-13020.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>-1220.0</td>\n",
-       "      <td>9.897415e+05</td>\n",
-       "      <td>35248.0</td>\n",
-       "      <td>-0.023278</td>\n",
-       "      <td>0.976722</td>\n",
+       "      <th>Cumulative returns</th>\n",
+       "      <td>52.3%</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2017-01-04 00:00:00+00:00</th>\n",
-       "      <td>9.814920e+05</td>\n",
-       "      <td>22858.490787</td>\n",
-       "      <td>-12640.0</td>\n",
-       "      <td>-13530.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>-890.0</td>\n",
-       "      <td>9.950220e+05</td>\n",
-       "      <td>35248.0</td>\n",
-       "      <td>0.004884</td>\n",
-       "      <td>0.981492</td>\n",
+       "      <th>Annual volatility</th>\n",
+       "      <td>17.0%</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2017-01-05 00:00:00+00:00</th>\n",
-       "      <td>9.905463e+05</td>\n",
-       "      <td>22858.490787</td>\n",
-       "      <td>-12530.0</td>\n",
-       "      <td>-13390.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>-860.0</td>\n",
-       "      <td>1.003936e+06</td>\n",
-       "      <td>35248.0</td>\n",
-       "      <td>0.009225</td>\n",
-       "      <td>0.990546</td>\n",
+       "      <th>Sharpe ratio</th>\n",
+       "      <td>2.58</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2017-01-06 00:00:00+00:00</th>\n",
-       "      <td>9.847099e+05</td>\n",
-       "      <td>22858.490787</td>\n",
-       "      <td>-13350.0</td>\n",
-       "      <td>-14040.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>-690.0</td>\n",
-       "      <td>9.987499e+05</td>\n",
-       "      <td>35248.0</td>\n",
-       "      <td>-0.005892</td>\n",
-       "      <td>0.984710</td>\n",
+       "      <th>Calmar ratio</th>\n",
+       "      <td>9.80</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
+       "      <th>Stability</th>\n",
+       "      <td>0.96</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2017-12-22 00:00:00+00:00</th>\n",
-       "      <td>1.079712e+06</td>\n",
-       "      <td>26263.716990</td>\n",
-       "      <td>-17740.0</td>\n",
-       "      <td>-18050.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>-310.0</td>\n",
-       "      <td>1.097762e+06</td>\n",
-       "      <td>34825.0</td>\n",
-       "      <td>0.003791</td>\n",
-       "      <td>1.079712</td>\n",
+       "      <th>Max drawdown</th>\n",
+       "      <td>-5.4%</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2017-12-26 00:00:00+00:00</th>\n",
-       "      <td>1.082893e+06</td>\n",
-       "      <td>26263.716990</td>\n",
-       "      <td>-17700.0</td>\n",
-       "      <td>-17975.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>-275.0</td>\n",
-       "      <td>1.100868e+06</td>\n",
-       "      <td>34825.0</td>\n",
-       "      <td>0.002947</td>\n",
-       "      <td>1.082893</td>\n",
+       "      <th>Omega ratio</th>\n",
+       "      <td>2.31</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2017-12-27 00:00:00+00:00</th>\n",
-       "      <td>1.088539e+06</td>\n",
-       "      <td>26263.716990</td>\n",
-       "      <td>-17700.0</td>\n",
-       "      <td>-18010.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>-310.0</td>\n",
-       "      <td>1.106549e+06</td>\n",
-       "      <td>34825.0</td>\n",
-       "      <td>0.005214</td>\n",
-       "      <td>1.088539</td>\n",
+       "      <th>Sortino ratio</th>\n",
+       "      <td>7.65</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2017-12-28 00:00:00+00:00</th>\n",
-       "      <td>1.093571e+06</td>\n",
-       "      <td>26263.716990</td>\n",
-       "      <td>-17700.0</td>\n",
-       "      <td>-17955.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>-255.0</td>\n",
-       "      <td>1.111526e+06</td>\n",
-       "      <td>34825.0</td>\n",
-       "      <td>0.004623</td>\n",
-       "      <td>1.093571</td>\n",
+       "      <th>Skew</th>\n",
+       "      <td>4.62</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2017-12-29 00:00:00+00:00</th>\n",
-       "      <td>1.096880e+06</td>\n",
-       "      <td>26263.716990</td>\n",
-       "      <td>-16200.0</td>\n",
-       "      <td>-16510.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>-310.0</td>\n",
-       "      <td>1.113390e+06</td>\n",
-       "      <td>34825.0</td>\n",
-       "      <td>0.003025</td>\n",
-       "      <td>1.096880</td>\n",
+       "      <th>Kurtosis</th>\n",
+       "      <td>31.31</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Tail ratio</th>\n",
+       "      <td>1.85</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Daily value at risk</th>\n",
+       "      <td>-2.0%</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
-       "</table>\n",
-       "<p>252 rows × 10 columns</p>\n",
-       "</div>"
+       "</table>"
       ],
       "text/plain": [
-       "                           total capital            cash  calls capital  \\\n",
-       "2017-01-02 00:00:00+00:00   1.000000e+06  1000000.000000            NaN   \n",
-       "2017-01-03 00:00:00+00:00   9.767215e+05    22858.490787       -11800.0   \n",
-       "2017-01-04 00:00:00+00:00   9.814920e+05    22858.490787       -12640.0   \n",
-       "2017-01-05 00:00:00+00:00   9.905463e+05    22858.490787       -12530.0   \n",
-       "2017-01-06 00:00:00+00:00   9.847099e+05    22858.490787       -13350.0   \n",
-       "...                                  ...             ...            ...   \n",
-       "2017-12-22 00:00:00+00:00   1.079712e+06    26263.716990       -17740.0   \n",
-       "2017-12-26 00:00:00+00:00   1.082893e+06    26263.716990       -17700.0   \n",
-       "2017-12-27 00:00:00+00:00   1.088539e+06    26263.716990       -17700.0   \n",
-       "2017-12-28 00:00:00+00:00   1.093571e+06    26263.716990       -17700.0   \n",
-       "2017-12-29 00:00:00+00:00   1.096880e+06    26263.716990       -16200.0   \n",
-       "\n",
-       "                           options capital  options qty  puts capital  \\\n",
-       "2017-01-02 00:00:00+00:00              NaN          NaN           NaN   \n",
-       "2017-01-03 00:00:00+00:00         -13020.0          1.0       -1220.0   \n",
-       "2017-01-04 00:00:00+00:00         -13530.0          1.0        -890.0   \n",
-       "2017-01-05 00:00:00+00:00         -13390.0          1.0        -860.0   \n",
-       "2017-01-06 00:00:00+00:00         -14040.0          1.0        -690.0   \n",
-       "...                                    ...          ...           ...   \n",
-       "2017-12-22 00:00:00+00:00         -18050.0          1.0        -310.0   \n",
-       "2017-12-26 00:00:00+00:00         -17975.0          1.0        -275.0   \n",
-       "2017-12-27 00:00:00+00:00         -18010.0          1.0        -310.0   \n",
-       "2017-12-28 00:00:00+00:00         -17955.0          1.0        -255.0   \n",
-       "2017-12-29 00:00:00+00:00         -16510.0          1.0        -310.0   \n",
-       "\n",
-       "                           stocks capital  stocks qty  % change  \\\n",
-       "2017-01-02 00:00:00+00:00             NaN         NaN       NaN   \n",
-       "2017-01-03 00:00:00+00:00    9.897415e+05     35248.0 -0.023278   \n",
-       "2017-01-04 00:00:00+00:00    9.950220e+05     35248.0  0.004884   \n",
-       "2017-01-05 00:00:00+00:00    1.003936e+06     35248.0  0.009225   \n",
-       "2017-01-06 00:00:00+00:00    9.987499e+05     35248.0 -0.005892   \n",
-       "...                                   ...         ...       ...   \n",
-       "2017-12-22 00:00:00+00:00    1.097762e+06     34825.0  0.003791   \n",
-       "2017-12-26 00:00:00+00:00    1.100868e+06     34825.0  0.002947   \n",
-       "2017-12-27 00:00:00+00:00    1.106549e+06     34825.0  0.005214   \n",
-       "2017-12-28 00:00:00+00:00    1.111526e+06     34825.0  0.004623   \n",
-       "2017-12-29 00:00:00+00:00    1.113390e+06     34825.0  0.003025   \n",
-       "\n",
-       "                           accumulated return  \n",
-       "2017-01-02 00:00:00+00:00                 NaN  \n",
-       "2017-01-03 00:00:00+00:00            0.976722  \n",
-       "2017-01-04 00:00:00+00:00            0.981492  \n",
-       "2017-01-05 00:00:00+00:00            0.990546  \n",
-       "2017-01-06 00:00:00+00:00            0.984710  \n",
-       "...                                       ...  \n",
-       "2017-12-22 00:00:00+00:00            1.079712  \n",
-       "2017-12-26 00:00:00+00:00            1.082893  \n",
-       "2017-12-27 00:00:00+00:00            1.088539  \n",
-       "2017-12-28 00:00:00+00:00            1.093571  \n",
-       "2017-12-29 00:00:00+00:00            1.096880  \n",
-       "\n",
-       "[252 rows x 10 columns]"
+       "<IPython.core.display.HTML object>"
       ]
      },
-     "execution_count": 11,
      "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "bt.balance"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "metadata": {},
-   "outputs": [
+     "output_type": "display_data"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/usr/local/anaconda3/lib/python3.7/site-packages/numpy/core/fromnumeric.py:61: FutureWarning: \n",
+      "The current behaviour of 'Series.argmin' is deprecated, use 'idxmin'\n",
+      "instead.\n",
+      "The behavior of 'argmin' will be corrected to return the positional\n",
+      "minimum in the future. For now, use 'series.values.argmin' or\n",
+      "'np.argmin(np.array(values))' to get the position of the minimum\n",
+      "row.\n",
+      "  return bound(*args, **kwds)\n"
+     ]
+    },
     {
      "data": {
-      "image/png": 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\n",
+      "text/html": [
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th>Worst drawdown periods</th>\n",
+       "      <th>Net drawdown in %</th>\n",
+       "      <th>Peak date</th>\n",
+       "      <th>Valley date</th>\n",
+       "      <th>Recovery date</th>\n",
+       "      <th>Duration</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>5.39</td>\n",
+       "      <td>2017-12-05</td>\n",
+       "      <td>2017-12-12</td>\n",
+       "      <td>NaT</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>3.17</td>\n",
+       "      <td>2017-09-07</td>\n",
+       "      <td>2017-09-13</td>\n",
+       "      <td>2017-10-02</td>\n",
+       "      <td>18</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>2.90</td>\n",
+       "      <td>2017-10-02</td>\n",
+       "      <td>2017-10-20</td>\n",
+       "      <td>2017-11-01</td>\n",
+       "      <td>23</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>2.16</td>\n",
+       "      <td>2017-11-15</td>\n",
+       "      <td>2017-11-16</td>\n",
+       "      <td>2017-12-01</td>\n",
+       "      <td>13</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>1.63</td>\n",
+       "      <td>2017-03-01</td>\n",
+       "      <td>2017-03-09</td>\n",
+       "      <td>2017-03-16</td>\n",
+       "      <td>12</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>"
+      ],
       "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
+       "<IPython.core.display.HTML object>"
       ]
      },
-     "metadata": {
-      "needs_background": "light"
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1008x4752 with 12 Axes>"
+      ]
      },
+     "metadata": {},
      "output_type": "display_data"
     }
    ],
    "source": [
-    "bt.balance['total capital'].plot();"
+    "pf.create_returns_tear_sheet(returns =  bt.balance['% change'].dropna())"
    ]
   },
   {
@@ -1036,18 +918,6 @@
    "display_name": "Python 3",
    "language": "python",
    "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.7.5"
   }
  },
  "nbformat": 4,