diff --git a/examples/data/SP500_NOV2019_IDayRVol.csv b/examples/data/SP500_NOV2019_IDayRVol.csv
new file mode 100644
index 00000000..40b3c060
--- /dev/null
+++ b/examples/data/SP500_NOV2019_IDayRVol.csv
@@ -0,0 +1,1564 @@
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diff --git a/examples/original_flavor/finance_demo_newapi.py b/examples/original_flavor/finance_demo_newapi.py
new file mode 100644
index 00000000..eb353dab
--- /dev/null
+++ b/examples/original_flavor/finance_demo_newapi.py
@@ -0,0 +1,17 @@
+import pandas as pd
+from pandas.plotting import register_matplotlib_converters
+register_matplotlib_converters()
+import os.path
+
+import mplfinance as mpf
+
+date1 = "2004-2-1"
+date2 = "2004-4-12"
+
+infile = os.path.join('data','yahoofinance-INTC-19950101-20040412.csv')
+quotes = pd.read_csv(infile, index_col=0, parse_dates=True, infer_datetime_format=True) 
+
+# select desired range of dates
+quotes = quotes[(quotes.index >= date1) & (quotes.index <= date2)]
+
+mpf.plot(quotes,type='candle',style='checkers')
diff --git a/examples/scratch_pad/Axes.scatter.ipynb b/examples/scratch_pad/Axes.scatter.ipynb
new file mode 100644
index 00000000..19c32848
--- /dev/null
+++ b/examples/scratch_pad/Axes.scatter.ipynb
@@ -0,0 +1,521 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# This allows multiple outputs from a single jupyter notebook cell:\n",
+    "from IPython.core.interactiveshell import InteractiveShell\n",
+    "InteractiveShell.ast_node_interactivity = \"all\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'1.1.2'"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "%matplotlib inline\n",
+    "import pandas as pd\n",
+    "pd.__version__  # for the record"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'0.12.7a1'"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "import mplfinance as mpf\n",
+    "mpf.__version__  # for the record"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(252, 9)"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "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;\">\n",
+       "      <th></th>\n",
+       "      <th>Open</th>\n",
+       "      <th>High</th>\n",
+       "      <th>Low</th>\n",
+       "      <th>Close</th>\n",
+       "      <th>Adj Close</th>\n",
+       "      <th>Volume</th>\n",
+       "      <th>UpperB</th>\n",
+       "      <th>LowerB</th>\n",
+       "      <th>PercentB</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Date</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>2011-07-01</th>\n",
+       "      <td>132.089996</td>\n",
+       "      <td>134.100006</td>\n",
+       "      <td>131.779999</td>\n",
+       "      <td>133.919998</td>\n",
+       "      <td>117.161659</td>\n",
+       "      <td>202385700</td>\n",
+       "      <td>132.373927</td>\n",
+       "      <td>125.316073</td>\n",
+       "      <td>1.219057</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2011-07-05</th>\n",
+       "      <td>133.779999</td>\n",
+       "      <td>134.080002</td>\n",
+       "      <td>133.389999</td>\n",
+       "      <td>133.809998</td>\n",
+       "      <td>117.065437</td>\n",
+       "      <td>165936000</td>\n",
+       "      <td>133.254297</td>\n",
+       "      <td>124.912703</td>\n",
+       "      <td>1.066618</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2011-07-06</th>\n",
+       "      <td>133.490005</td>\n",
+       "      <td>134.139999</td>\n",
+       "      <td>133.110001</td>\n",
+       "      <td>133.970001</td>\n",
+       "      <td>117.205429</td>\n",
+       "      <td>143331600</td>\n",
+       "      <td>134.040915</td>\n",
+       "      <td>124.627085</td>\n",
+       "      <td>0.992467</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                  Open        High         Low       Close   Adj Close  \\\n",
+       "Date                                                                     \n",
+       "2011-07-01  132.089996  134.100006  131.779999  133.919998  117.161659   \n",
+       "2011-07-05  133.779999  134.080002  133.389999  133.809998  117.065437   \n",
+       "2011-07-06  133.490005  134.139999  133.110001  133.970001  117.205429   \n",
+       "\n",
+       "               Volume      UpperB      LowerB  PercentB  \n",
+       "Date                                                     \n",
+       "2011-07-01  202385700  132.373927  125.316073  1.219057  \n",
+       "2011-07-05  165936000  133.254297  124.912703  1.066618  \n",
+       "2011-07-06  143331600  134.040915  124.627085  0.992467  "
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "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;\">\n",
+       "      <th></th>\n",
+       "      <th>Open</th>\n",
+       "      <th>High</th>\n",
+       "      <th>Low</th>\n",
+       "      <th>Close</th>\n",
+       "      <th>Adj Close</th>\n",
+       "      <th>Volume</th>\n",
+       "      <th>UpperB</th>\n",
+       "      <th>LowerB</th>\n",
+       "      <th>PercentB</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Date</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>2012-06-27</th>\n",
+       "      <td>132.419998</td>\n",
+       "      <td>133.429993</td>\n",
+       "      <td>131.970001</td>\n",
+       "      <td>133.169998</td>\n",
+       "      <td>118.980804</td>\n",
+       "      <td>108088000</td>\n",
+       "      <td>136.447962</td>\n",
+       "      <td>128.140042</td>\n",
+       "      <td>0.605441</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2012-06-28</th>\n",
+       "      <td>132.289993</td>\n",
+       "      <td>132.990005</td>\n",
+       "      <td>131.279999</td>\n",
+       "      <td>132.789993</td>\n",
+       "      <td>118.641281</td>\n",
+       "      <td>169242100</td>\n",
+       "      <td>136.500761</td>\n",
+       "      <td>128.219241</td>\n",
+       "      <td>0.551922</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2012-06-29</th>\n",
+       "      <td>135.199997</td>\n",
+       "      <td>136.270004</td>\n",
+       "      <td>134.850006</td>\n",
+       "      <td>136.100006</td>\n",
+       "      <td>121.598610</td>\n",
+       "      <td>212250900</td>\n",
+       "      <td>136.721010</td>\n",
+       "      <td>128.792993</td>\n",
+       "      <td>0.921670</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                  Open        High         Low       Close   Adj Close  \\\n",
+       "Date                                                                     \n",
+       "2012-06-27  132.419998  133.429993  131.970001  133.169998  118.980804   \n",
+       "2012-06-28  132.289993  132.990005  131.279999  132.789993  118.641281   \n",
+       "2012-06-29  135.199997  136.270004  134.850006  136.100006  121.598610   \n",
+       "\n",
+       "               Volume      UpperB      LowerB  PercentB  \n",
+       "Date                                                     \n",
+       "2012-06-27  108088000  136.447962  128.140042  0.605441  \n",
+       "2012-06-28  169242100  136.500761  128.219241  0.551922  \n",
+       "2012-06-29  212250900  136.721010  128.792993  0.921670  "
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df = pd.read_csv('data/SPY_20110701_20120630_Bollinger.csv',index_col=0,parse_dates=True)\n",
+    "df.shape\n",
+    "df.head(3)\n",
+    "df.tail(3)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "---\n",
+    "\n",
+    "Let's highlight whenever the \"Percent B\" Bollinger metric drops below zero.  \n",
+    "To do this, let's first calculate a series that contains this information:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def percentB_belowzero(percentB,price):\n",
+    "    import numpy as np\n",
+    "    signal   = []\n",
+    "    previous = -1.0\n",
+    "    for date,value in percentB.iteritems():\n",
+    "        if value < 0 and previous >= 0:\n",
+    "            signal.append(price[date]*0.99)\n",
+    "        else:\n",
+    "            signal.append(np.nan)\n",
+    "        previous = value\n",
+    "    return signal"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "---\n",
+    "Take a small data set, and calculate a series that shows when the percentB falls below zero:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "tdf = df.loc['05-10-2012':'06-07-2012',]  # Take a smaller data set so it's easier to see the scatter points\n",
+    "\n",
+    "signal = percentB_belowzero(tdf['PercentB'], tdf['Close'])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "---\n",
+    "\n",
+    "Now plot the calculated information as an additional scatter plot on top of the the OHLC data:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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G+CtCIwCgwXDdKBA4GJ4GAACAJUIjfJZpmt5uAgAA+C9CI3xS2rFc3bP630o7Vvl0HQAAwHMIjfBJK744pKNn8rVy+yFvN8XnGUauLuoUIZvNVuWceAAA1AWhET5nf1aOPj9YcmfzZ+kntT8rx8stAgAAhEb4nFXbf5DDVvJvh01anfKDdxsEAACYcge+pXSVUZKKzP9VGy9u09SLLfMulmIDAHgboRE+xVVlLCp147Sr2vj7Wy7zXsPqyCrYWc1lx1JsAABvIzTCZ5xfZXQJhGqj1aoXrE4DAPB1hEb4jIqqjC6BUG2sC5ZiQ2mGkeuuPn+zL1NhYfW/6krpY+xKzWRlFwCERviGyqqMLv5ebfxi5z45nc5afz8f2AAAbyM0widUVWV08bdqo9MZzrAzACBgMOUOvM5VZawqMEplq40AAMCzCI3wutLzMlph3kYAALyD0Aivqm6V0YVqIwAA3kFohFfVpMroQrURwcAwcqv4YkJ3AJ7HjTDwGqs7pivj73dSA9XBhO4AfA2VRnhNbaqMLlQbAbhQlQU8g0ojvKK2VUYXqo0IdNWd0N0wDJlVXBMcDHN8UpUFPIPQCK+ozryMVvxt3kagJqob9gb0YolKAJ5BaITH1bXK6EK1Eagbw8itYpv/DOuyzCbgGYRGeNyq7fV7LSLVRgSz7V/vU1hY7ZaoDJRh3WAYggd8AaERHpeRnVevz/fDyfp9PsCfOJ1OhYURmgA0PEIjPG7F3f+vygv3a8pWyzuwgYZgGLnuCt6u1EyfroIxrFs//KnPgbogNMLj7DabRNADvI5wA6Am6jxP4/vvv6/4+Hhde+216tWrl/vx5557TidOnKjr0wMAAMAH1LrSWFBQoKlTp+rjjz+WJJmmKdt/xwkNw9CaNWv02Wef6Y033lDLli3rpbEAAADwjlpXGpcsWaJt27bJNE1FR0crJOR/+TMnJ0cOh0Pp6elatmxZvTQUAKqD1UEAoGHUutK4YcMG2Ww2JSUladiwYbriiit06tQpSVLbtm31+uuv695779UHH3ygmTNn1luDAaAqvjSNjFVI5ZpCAP6k1qHxyJEjaty4sYYNG1bh9gEDBigsLEw//fRTrRsHAP7M6u5jVmsB4E9qHRqdTqdOnz6t48ePq1WrVuW27927V3l5eWrRokWdGggANcE0MgDQMGodGnv16qVt27Zp0qRJuvfee1VYWChJ+uijj5Samqrk5GTZbDb16NGj3hoLAFaqO+Rb1dBxfQ0bf7Fzn5zO2q3WAgC+ptahccKECfr444/13Xff6bHHHnM/PmXKFEkld1Pb7XaNHz++7q0EgHpWVcWxvoaNnU4n1y0CCBi1vnu6X79+SkxMVFhYmEzTLPcVFham3//+97ryyivrs70AAADwgjqtCDNs2DBde+21+uCDD7Rv3z7l5uaqadOmiomJ0dChQ7meEYDPYui4+rgLHIBUD8sINm/eXHfccUd9tKWMlStXau7cubr++us1f/78Mtu2bt2qZcuWKTU1VcXFxbr88ss1depUDRgwwL3P4cOHNW/ePH355ZfKyclRdHS0Jk6cqBtvvLHe2wrA/zB0XH3cBQ5AquMygnl5eVqwYIEWLVpU5vEJEyYoISFBp0+frvFzZmdna8qUKVq+fLkaN25cbvvmzZsVHx+v/v37a926dVqzZo0aNWqk8ePHa//+/ZKkU6dO6Z577tGhQ4c0f/58rVu3Tj179tSDDz6oTz75pHYnCwAAcB7DMKpcVCCQ1LrSmJubq9GjR2vPnj268847y2w7duyYPv30U33xxRd68803azQEtHHjRhmGofXr12vUqFHltm/atEkDBw7UjBkz3I8lJCRoyJAh2rZtmy6++GJt2rRJR44cUXJysjp1Kpnod/bs2dqyZYvWrl2rq666qnYnDQBBiKF8oHLBVImvdWhcsWKFvvvuO0lSWFhYmW3t2rXT3r17deDAAS1dulTTp0+v9vMOGTJEsbGxcjgcFW4/f6haknvNa9dShnfeead+9atfqV27du597Ha72rRpwzJiAFBDDOUDkOoQGv/xj3/IZrNp9uzZuvvuu8tsW7x4sd544w09++yz+vvf/16j0BgVFVWjdhw9elQJCQmKjIzU7bffLklq1KhRmcAolaxgs3fvXk2YMKHK57PZSr78lavt/nwOqJnSfe3Pv7+Gkasel5SMDGz/uvLKVl3Ciyd+VhyDYzTUa5D39+qp7nuJVPv3k9J9YHWMuvRXQ/d5TZ/XZpqmWZsD9e7dW6Zp6uuvv650n549e8pms+k///lPbQ6hoUOH6pe//GWF1cUPP/xQ06dPV35+vgYNGqTExMRyQdElPz9fY8eOVUZGhjZs2KCIiIgy2113fUtSTk6OwsP5ixr+I1B+f0ufR1Vq+ZZV7hgN9bPiGBzDX1+DgaK67yVS7d9PAqXPa3oeta40NmrUSKdPn9bhw4cVGRlZbnt6eroKCgrUvHnz2h6iSgMGDND69euVmZmpxYsXKy4uTsnJyerYsWOZ/XJycnT//fdr//79WrFiRbnAWK7dR7LldJ5rkDZ7gs0mdenYUulHslWHz1b4kdIXWh/8MVthYf75+1vdC8a/P5xdL8doqNe6p4/RUH0eiD8rfz6GxPt7ddXk5pPavp8ESp/X9EadWofGHj166JNPPtG4ceM0YcIEde/eXU2bNtWpU6e0a9cuLV++XDabTd27d6/tIarkdDoVHR2t6Oho9evXT0OHDtWSJUs0Z84c9z4///yzJk6cqBMnTmjNmjW69NJLLZ/XNBUQL8ZAOQ9YK93P/tzvpdtd1Y0XdTk/T/ysOAbHaOjXoD+/zj2huu8l5+9b22P4c5/X9DlrHRrvu+8+ffrpp/rhhx/0u9/9roKGmLLZbLr33ntre4hyiouLtXXrVkVGRqpbt27ux8PCwhQVFaW0tDT3Y9nZ2Ro7dqxM09Sbb75ZrgIJwHdx4wWA+sB7Sf2q9TyNgwYN0uzZsxUSElLhMoIOh0MzZ87UNddcU3+NtduVlJSkefPmlXn87NmzOnTokNq2bSupJLA++OCDKiws1Jo1awiMAAAAdVSnFWHuvvtuXXvttdqwYYN2796tnJwcOZ1OXXrppbr11lvVuXPnGj9ndna2zp0ruTagqKhI+fn5ysrKkiQ1a9ZMDzzwgGbNmqV58+Zp2LBhKigo0KJFi3TmzBnFxcVJkt577z1t375dr7zyioqLi93f79KmTZu6nDYAAEDQqfMygh07dtTkyZProy2SpGnTpiklJcX9/6NHj2rLli2SpMTERI0cOVKStGrVKq1YsULh4eGKiYnR6tWr1adPH0lyr/rywAMPVHiM1NTUemsvAABAMKh2aDxy5IgcDod7WpsjR45U+yA1GR5OTk623GfEiBEaMWJEpdsTExOVmJhY7WMCAAKf1eIOXPsGVK3aoXHo0KG64IIL9Nlnn7n/b6vGrJA2m829cgwAwD84neEBtfyZVLfl3qqamoSVxoJPIL4+qqNGw9PnT4JZl0l2AQDwFz1jOnm7CYDXVTs0Dh8+vMwM68OHD69WpREAAF9gNWcfgKpVOzQmJSVV+X8AAHxZXebs25WaWek2wzAsh76BQFCru6fPnTun8ePHy263a/ny5XI4HPXdLgAAfAY3yQC1DI2hoaFKTU1Vfn4+gREAACAI1HpFmJtuuklnz57VBx98UJ/tAQAAgA+q9eTet912m06ePKmHH35Y1157rX75y18qIiJCdnv5HDp8+PC6tBGAlxlGrvvu0V2pmQzVAUAQqnVoHD16tKSSaXc++OCDSiuONpuN0AgAAODnah0aS8/RyHyNAACw6gwCW61DI8v0AQBQVl1WnalK6UtEvtmXqbAwwic8r1ah8csvv1R6errOnDmjyMhI3XLLLerQoUN9tw0AgDoJ1uXegIZQ49D41FNPad26dWUee/HFF/W73/1Oo0aNqreGAQDgb1h1BoGsRqFx48aNevvtt8s9fu7cOc2ZM0cxMTHq2bNnvTUOgOcYRm4V26q+Tgue5XSGKy3zpKIjW+r7w9nisnLfUZdVZwBfV6PQ6AqMHTt21OTJk9WhQwelpqZq2bJlOn36tN544w1CI+CnXNdLAQBQkRqFxr1798pms+mll17S5ZdfLkkaPHiwLrroIsXHx+vbb79tkEYCAADAu2oUGk+fPq0mTZq4A6PLwIEDJUknT3KxMeCvdqVmVrrNMAzLu0L9ATdFAEDt1Sg0mqapJk2alHvc9VhxcXH9tAqAx3EdVvVx/SeAYFTreRoBIFhx/SeAYFTj0FhYWKgdO3ZUuApMZdv69etX+xYCAADA62ocGnNyctzrTpdms9kq3Gaz2fTdd9/VvoUA4GOC4fpPADhfjUMj60wDCHZc/wkgGNUoNI4YMaKh2gEACDLczQ74lxqFxsTExIZqBwAAAHyY3dsNAAAAgO8jNAIAAMASoREAAACWCI0AAACwRGgEAACAJUIjAAAALBEaAQAAYInQCAAAAEs1XkYQgO8yDEOVrfTJ0ncAgLogNAIBZECvSyrdxnJtAIC6YHgaAAAAlqg0AgFk+9f7FBbm9HYzAAABiNAI+DmnM1xpmScVHdlS3x/OrvSaRgAA6oLhaQAAAFgiNAIAAMASoREAAACWCI0AAACwRGgEAACAJUIjAAAALBEaAQAAYInQCAAAAEuERgAAAFgiNAIAAMASoREAAACWCI0AAACwRGgEAACAJUIjAAAALBEaAQAAYInQCAAAAEsh3m4AAAD+zOkM14GMk95uBtDgqDQCAADAEqERAAAAlgiNAAAAsMQ1jQA8xjByq9hmeLAlAICaIjQC8JieMZ283QQAQC0xPA0AAABLPltpXLlypebOnavrr79e8+fPL7Nt69atWrZsmVJTU1VcXKzLL79cU6dO1YABA9z7HD16VElJSfr000+Vn5+vyy+/XI8++qh69+7t6VMB8F+7UjMr3WYYhq7ofYkHWwMAqAmfqzRmZ2drypQpWr58uRo3blxu++bNmxUfH6/+/ftr3bp1WrNmjRo1aqTx48dr//79kqSCggLdd999ysjI0PLly/X222+rS5cuGjdunDIyMjx9SgD+y+kMr+LL6e3mAQCq4HOhcePGjTIMQ+vXr1eLFi3Kbd+0aZMGDhyoGTNmqEuXLurevbsSEhJ07tw5bdu2TZL03nvv6fvvv9ef/vQn9ezZUzExMXrmmWfUvHlzLV261NOnBAAA4Pd8bnh6yJAhio2NlcPhqHD7+UPVkmSz2SRJISElp/Pxxx/rwgsvVHR0tHufkJAQDRw40B0sAQAAUH0+FxqjoqJqtP/Ro0eVkJCgyMhI3X777ZKk9PT0Cp/nwgsv1DvvvKO8vDyFhYVV+Hw2W8mXv3K13Z/PATXX0P1e+nkb6jXiiWN4gqfOg9d6cAmU10d9qWr6rry8/03f5e8/K0++t1eHz4XG6vrwww81ffp05efna9CgQVq7dq0iIiIkSbm5uerUqfzUHk2bNpUknTlzptLQ2KVjS4WHhzdcwz2kS8eW3m4CvKCh+j03N7TMMRriNeKJY3hGS5mm6bGj8VoPDqVfH507+PPro37YbBHV2s+/30v+xxPv7dXht6FxwIABWr9+vTIzM7V48WLFxcUpOTlZHTt2rNPzph/JltN5rp5a6Xk2W8kvV/qRbHnwcwte1tD9Xvqv+oZ6jXjiGIGE13pwKf36OPhjtsLCeH1Uh7+/l3jyvb06/DY0Op1ORUdHKzo6Wv369dPQoUO1ZMkSzZkzR82aNVNubvkfxJkzZ2Sz2dS8efNKn9c0FRBvwIFyHqiZhur30s/ZUMcICwvXgYyTFR4TleO1Hhw88Rr0J9WdvitQflaeeG+vDr8KjcXFxdq6dasiIyPVrVs39+NhYWGKiopSWlqaJCk6OlpfffVVue8/ePCgIiMj1aRJE4+1GQAA1C+ns/IhZ6ez7B+gqD8+N+VOVex2u5KSkjRv3rwyj589e1aHDh1S27ZtJUnXXHONMjIydODAAfc+BQUF+vjjj3Xttdd6tM0AAACBwOdCY3Z2trKyspSVlaWioiLl5+e7/3/27Fk98MAD2rZtm+bNm6e0tDTt2bNHjz76qM6cOaO4uDhJ0g033KBu3brpt7/9rXbt2qXvv/9ejz/+uM6dO6cJEyZ4+QwBAAD8j88NT0+bNk0pKSnu/x89elRbtmyRJCUmJmrkyJGSpFWrVmnFihUKDw9XTEyMVq9erT59+kgqmZNx2bJlSkxM1Pjx41VQUKDevXsrOTlZ7du39/xJAR7gyTt2AQDBx+dCY3JysuU+I0aM0IgRI6rcp3Xr1nrhhRfqq1mAT0vLytWYNV/p6RtjFN3a/6eXAAD4Hp8bngZQc69vP6TMk3lasf1Qgx/LMAwZRm6FXwCAwOVzlUYANbM/K0efp5fcKfhZ+kntz8rRxW2aNtjxXFNZVIQ7FgEgcFFpBPzcqu0/yPHfpaAcNml1yg/ebRAAICBRaQT82P6sHH1+8H/VvSKz4auNX+zcJ6fT2SDPDQDwXVQaAT9Wusro0tDVRqfTKaczvMIvAEDgIjQCfspVZSw6b6ad0tVGAADqC6ER8FMVVRlduLYRAFDfCI2AH6qsyuhCtREAUN8IjYAfqqrK6EK1EQBQn7h7GvAz598xXZn6vJPa6QxnDkYACHJUGgE/U50qowvVRgBAfSE0An7E6lrG83FtIwCgvhAaAT9SkyqjC9VGwD9UtqZ7yZfh7eYBXNMI+IvqXst4Pk+sEgOg7nrGdPJ2E4AqUWkE/ERtqowuVBsBAHVFpRHwA7WtMrpQbQR8367UzEq3GYahK3pf4sHWAOVRaQT8QF2qjC5UGwHfVtma7iVfTm83DyA0Ar6upndMV4Y7qQEAdUFoBHzcqu31Wx2k2ggAqA1CI+DjMrLz6vX5fjhZv88HANVlGLnqGhWhrlERMoxcbzcHNcSNMICPW3H3/5NpMTRts0ldOrZQ+pFT1doXAICaIjQCPs5us0kWQc9mk0IcdjnsNsvQCABAbTA8DQAAAEuERgAAAFhieBoAAHic1XraTme4h1qC6iI0AgAAj7Na4eZARu1XwULDYHgaAAAAlqg0AgAAj/ti5z6WR/QzhEYAAOBxTqeT6xb9DMPTAAAAsERoBAAAgCVCIwAAACwRGgEAAGCJ0AgAAABLhEYAAABYIjQCAADAEqERAAAAlgiNAAAAsERoBAAAMoxcdY2KUNeoCBlGrrebAx9EaAQAAIAlQiMAAAAsERoBAABgidAIAAAAS4RGAAAAWCI0AgAAwBKhEQAAAJYIjQAAALBEaAQAAIAlQiMAAAAshXi7AQAAwDOqWh7QMAwPtgT+iNAIAECQ6BnTydtNgB9jeBoAAACWqDQCABAkdqVmVrrNMAxd0fsSD7YG/obQCABAkHA6w73dBPgxhqcBAABgidAIAAAAS4RGAAAAWOKaRgAA/IhhGDLNyrdz3SIaCqERAAA/MqBX1Xc4H8g46aGWINgwPA0AgI9zOsOVlkkYhHf5bKVx5cqVmjt3rq6//nrNnz+/zLYdO3bopZde0t69e+VwOHT55Zfr4YcfVrdu3dz7HDlyRC+88IJ27Nih48ePKzIyUmPGjFFcXJxsNpunTwcAgDrLyclR+pHsKoen64PVkoIMgQcnnwuN2dnZmjVrlnbv3q3GjRuX2/71119r7NixuuWWW/TUU0/p7Nmz+uMf/6ixY8dq48aNatOmjQzD0NixY9W8eXMtWLBArVq10qeffqpnn31W+fn5GjdunBfODACAugkPD5fTea7BQ6PVJN8MgQcnnxue3rhxowzD0Pr169WiRYty21euXKkOHTooMTFRF198sXr06KHnnntO2dnZeu+99ySVVCIPHTqkxx57TL1799YvfvELxcbGatCgQVq/fr2HzwgAAMD/+VylcciQIYqNjZXD4ahw+x/+8Afl5eXJbv9f3m3Xrp2k8uX00vtIUqNGjeq5tQAABJ4vdu6T0+n0djPgY3wuNEZFRVW53el0lvtF3rp1qySpV69ekqQrrrhCXbp00cKFCzVv3jxdcMEF+uyzz/Tpp59q1qxZVT6/zVby5a9cbffnc0DN0e/Bhz4PPg3d56WfNzzc2SDXLZY+hr9/3nqCJ/u8OnwuNNZUZmamnn32WV111VW68sorJZVUFFetWqX7779fAwcOVEhIiIqKijRjxgzFxsZW+XxdOrZUeLj/X+DbpWNLbzcBXkC/Bx/6PPg0VJ/n5oaWOUZDfBZ64hiByBN9Xh1+HRoPHDigcePGqW3btnrhhRfcj589e1ZTp06VJC1evFitW7fW559/roULF6p58+ZVBsf0I9lyOs81eNsbis1W8svlibvr4Dvo9+BDnwefhu5zw8h1/7uhPgs9cYxA4sk+rw6/DY07duxQfHy8unbtqldffbXMTTPr1q3Trl279K9//UsdOnSQJHXv3l0///yznn/+eY0aNUohIRWfumkqIN6AA+U8UDP0e/Chz4NPQ/V56ef052MEIk/0R3X43N3T1fHNN99o4sSJ6t+/v1auXFnuLuu0tDQ1a9bMHRhdunTpIsMwlJWV5cnmAgAA+D2/qzQeP35ckydP1qBBg/Tiiy9WeJd1x44ddebMGf3000/uO6ulkjAZGhqqNm3aeLLJAAAEjaqGPK0mDYdv87nQmJ2drXPnSq5xKCoqUn5+vrsy2KxZM7344osqKCjQzJkzdeLEiTLfGxoaqpYtW2r48OFasmSJHn74Yc2cOVOtWrVSSkqK1q1bp5EjR1Y6NA0AAOqmZ0wnbzcBDcTn0tO0adOUkpLi/v/Ro0e1ZcsWSVJiYqI++eQTnTlzRjfeeGO57+3fv7+Sk5PVpk0brVq1SvPnz9fEiROVl5enDh06aNy4cbr//vs9di4AAACBwudCY3JycpXbR44cWa3nueyyy7R06dL6aBIAAKimXamZlW4zDMNyiUL4Lp8LjQAAwH9VNSm40xnOutV+zC/vngYAAIBnERoBAABgidAIAAAAS4RGAAAAWCI0AgAAwBKhEQAAAJYIjQAAALBEaAQAAIAlQiMAAAAsERoBAABgidAIAAAAS4RGAAAAWCI0AgAAwBKhEQAAAJYIjQAAALBEaAQAAIAlQiMAAAAsERoBAABgidAIAAAAS4RGAAAAWCI0AgAAwBKhEQAAP2GaprebgCBGaAQAwA+kZeXq6uc/VFpWrrebgiBFaAQAwA+8vv2QMk/macX2Qw3y/E5nuA5knNSBjJNyOsMb5Bjwb4RGAAB83P6sHH2eflKS9Fn6Se3PyvFyixCMCI0AAPi4Vdt/kMNW8m+HTVqd8oN3G4SgRGgEAMCH7c/K0ecHT6rov/fAFJlUG+EdhEYAAHxY6SqjC9VGeAOhEQAAH3V+ldGFaiO8gdAIAICPqqjK6EK1EZ5GaAQAwAdVVmV0odoITyM0AgDgg6qqMrpQbYQnERoBAPAxVlVGF6qN8CRCIwAAPqY6VUYXqo3wFEIjAAA+pLpVRheqjfAUQiMAAD6kJlVGF6qN8ARCIwAAPqKmVUYXqo3wBEIjAAA+ojZVRheqjWhohEYAAHxAbauMLlQb0dAIjQAA+IC6VBldqDaiIREaAQDwsrpWGV2oNqIhERoBAPCyVdvrtzpItRENgdAIAICXZWTn1evz/XCyfp8PkKQQbzcAAIBgt+Lu/yfTYmjaZpO6dGyh9COnqrUvUN8IjQAAeJndZpMsgp7NJoU47HLYbZahEWgIDE8DAADAEqERAAAAlgiNAAAAsERoBAAAgCVuhJFklrqi2DAML7ak7mw2KTc3VIaRy4XSQYR+Dz70efChz4NPQ/d56cxjVuMAhEaV/aFd0fsSL7YEAADA8wzDUNOmTavch+FpAAAAWLKZ1alHBrji4mIdO3ZMkuR0OmVjVlQAABDgTNN0j7a2bt1adnvVtURCIwAAACwxPA0AAABLhEYAAABYIjQCAADAEqERCEIHDx5UQUGBt5sBLykuLvZ2EwD4IUJjkDt37pzOnj1b5jE+UALbf/7zH91yyy16+umnqzWZKwJDamqq/vWvf0mS7HY7fR/A6Fs0FCb3DmL/+c9/tHz5cmVmZqpt27bq16+fxowZo9DQUJmmydRDAWj79u0aN26cLrzwQh0/fpw+DgKmaerUqVMaNWqUwsPD9cwzz+iGG26QzWbjdR6AcnNzNW/ePI0cOVLdu3f3dnMQYKg0BqmdO3dqzJgxatasmW666Sbl5ubq9ddfV1xcHGEiQKWkpGjcuHGaPXu2Xn/9dX399df66quvvN0sNDCbzaaWLVuqc+fOat68uZYvX66NGze6t1GVCixz587Vn//8Z7300kvav3+/t5uDAENoDEI5OTmaN2+e7r33XiUkJGjSpElavny5pk2bpp9//lmxsbE6dOiQJIaqA4WrwvjQQw8pNjZWdrtdEREROnLkiCSGs4JBZGSkwsPD1bFjRy1btkzvvfeeJPEHYoA5deqU+vfvr++++05PPfUUwRH1itAYhOx2u44dO6aoqChJJdc1NmrUSHfccYeefvpp2Ww2TZo0SadOnZLdbic4+rnU1FRNmjRJDz74oCZMmCBJ7ssRVq9erdzcXIJDACsqKpIk9e/fX926ddPEiRPVvn17LVmyRBs2bHDvl5OT460mop7k5+fryJEjuvPOOzV//nwdOnRITz/9NMER9YbQGISKi4uVnZ2tzMxMSVJoaKiKiooUGhqqwYMH69FHH5VhGJo6daoKCwstlxWCbzt9+rSSkpI0adIkSf+rHvfr10/Hjx/X6dOnyzyOwOJwOCRJF110kbZs2aLOnTtrypQp6tChg1auXKmNGzdqwoQJSklJ4XfAjxUXF6u4uFiNGjVSq1at1LdvXyUlJengwYPlgmPpkQVGGVATpIEgU1xcrKZNm+rOO+/U2rVr3XdTOhwOFRUVKSQkRIMHD9a4ceP0/fff64MPPvBug1Fn/fr108033+z+v+uPgNtuu03FxcV69dVXyzyOwGKapoqKitSlSxc1bdpUWVlZ6tWrlx555BG1bdtWTz31lNLS0nTttdcysuDH7Ha7wsLC9Kc//Un9+vWTJF111VVKTEx0B8d9+/aVu/mJUQbUBJ8SQcD1l2TpquHQoUPVvn17vfbaa/r3v/8t6X/BsVGjRho9erTCw8O1fft2r7Ubtefq83PnzlW4vaioSHa7XXfddZe+/PJLpaSkeLJ5aCAHDx7U+++/r2XLlmnfvn3KycmRzWaTw+FQVFSUmjdvrk2bNkmSunbtqrS0NDVp0kTNmjXTP//5T0n88eAvcnNz9dxzz2n69OmKj4/Xu+++q6ysLLVr185dXXY4HLr66qvdwXHOnDnuimNSUpImTpzozVOAH+LdIcB9/fXXio+Pl2EYCgkJcYeI3r17a9y4ccrIyNDChQu1Y8cOSSVvMgUFBQoJCVHPnj1VWFjozeajFkr3uevSg/O5PlSuu+46nTp1Sps2baLC5Of+/e9/a9y4cXr55Ze1YMECxcXF6S9/+Yt7Htbi4mJ16NDB/f/bbrtNHTp0UFJSkjp37qyEhAR9/vnn3jwFVFNOTo6GDRum1NRUtWnTRllZWUpKStJDDz2kgwcPyuFwuN+77XZ7mYpjYmKinnrqKb355puKj4/38pnA75gISMXFxWZBQYEZGxtrxsTEmPfdd5+Zm5trmqZp5ufnu/d78803zUGDBpl33nmn+c9//rPMc9x1113mwoULPdpu1F5VfV5YWFjh/qZpmm+88YbZrVs3c/369WUeh/84cOCAOWjQIHPFihXmjz/+aJ46dcqcMmWK2b9/f3P//v3u/TZs2GDecccd5g033GD+5je/MY8fP26apmmmpKSYc+fOrfD3BL6lqKjI/O1vf2tOnDixzOPLli0zb7jhBnPQoEHmgQMHTNMs+7ovLCw0U1JSzJiYGLNv377m7t27PdpuBAYqjQHKdZ1KVlaWrrzySu3du1eTJ0+WYRhq1KiRewm5u+66S7NmzZLNZtPMmTM1a9Ys/fGPf9S4ceOUk5OjKVOmePM0UANV9bnr0oOK9r/++ut1880367HHHtPOnTu5xskP7dixQ507d9ZvfvMbtW7dWs2bN1dCQoIcDofef/99937NmzfXt99+qy5dumjRokW64IILJJVc9/rII49U+HsC32Kz2fTTTz+pZ8+ekuR+Lx8/frxmzJihZs2aacyYMUpPTy/Tnw6HQ59//rnCwsK0du1aXXbZZV47B/gvQmMAy8zMVKNGjfTss8/qvvvu0/79+ysMjrfeeqt+//vfa+bMmUpNTVV6ero6deqkv/3tbwoJCeFDxI9U1eeVBYLWrVsrNjZW99xzj3r06OGFVqOu0tLSdOjQIYWFhSkkJESmaSosLEwtW7bUyZMn3fsNHjxYL7/8sn7/+9+7A6N53t2zrksX4LuOHz+u77//XpLUqFEj91D0zTffrOnTp6tp06Z64okndOzYMXd/Llq0SIsWLdKaNWvUtWtXr7Ud/o3QGMBat26tVq1aKTQ0VGPGjNGYMWMqDY4xMTEaPXq03nzzTb322mt69tlnFRISosLCQj5E/IhVn5e+1qm0vn37avbs2e4+h3+58MILZbfblZmZ6b42NSwsTBEREe75F13XM1933XVq06aN+3upLPsP8793Pt92221KSUlx39RU+nV70003KTY2VhkZGfroo4/c39u9e3e98847LC2IOrGZ5/+ZiYBy7NgxtW7dWlLJxK/Lly/X6tWrdfHFF2vx4sVyOp3ufU+cOOGuPkhiXVo/VZM+P3nypCIiIrzVVNSTjIwM5eXl6ZJLLinzeFxcnC655BLNmTNHhYWFCgkJkST9/PPPatu2rTeainqQmpqqGTNmqEWLFnrkkUfcU+yU7uO7775bYWFhWrZsmTebigBDpTHAtWrVSlLJnZONGzfW+PHjy1SfXJXG6dOna82aNWW+l8Don2rS58nJyd5sKuqBaZqKiooqExhN01RBQYGys7PVokULSXKHifvvv18vvviiV9qK+hETE6PHH39c3377rV5++WX37BchISHu13ffvn0rnXILqK0QbzcADcsV/FyT9jZu3Fjjxo2TaZr685//rEmTJslutys9PV1z5871cmtRH+jz4FLRH3eux0pfXmKapiZPnqz09HT3utPwT6ZpavDgwVqwYIFmzJihF154QWPGjNHNN9+sRo0aSZJ++ukntWvXzj0nK0UA1AdCY4AoLi62nJTXFSKaNGmiKVOmyOFwaMGCBerZs6f++c9/KjQ0tMzwBnwbfR6cqtPvUskNEi1atFBoaKikkrtrDx8+rPfee49+DwCmaeq6667TK6+8oj/84Q9KSkrSJ598ossuu0z79+/XP/7xD7311ltck456xTWNAcB17WFBQYFOnjypdu3aVet6xPHjx+vEiRN6++233RdS8yHiH+jz4FTTfh89erQiIiJkt9u1Z88ebdy4kcDoJ6z+OHB9dNtsNu3du1ebN2/Whg0bFB4ergsuuEAzZ87UpZde6qnmIkgQGgNEUVGRfvOb36hXr16aPXu25f6PPvqoUlJStHnzZj5E/BR9Hpyq0++uILlo0SK99NJLuuyyy/Tmm2/S736iqKjIXSHcvXu3WrduraZNmyo8PLzK7ysuLlZRUZH7shSgvnEjTIBwOBzq06ePPvnkE6Wnp1e575kzZ9SrVy9t2bKFDxE/Rp8Hp+r0u6vyeM011+j666/XW2+9Rb/7CdM03YHx8ccf1wMPPKDhw4fr5Zdf1g8//FDp97kqk6GhoQRGNBhCYwAZPHiwzpw5owMHDkhSpWsJN2vWTHfffbd74m4+RPwXfR6cqtPvxcXFuuyyy7Rw4UIuRfATxcXF7sD/xBNPaNeuXZo6daquvPJKrVq1Si+++KJ7Uu/zVec6V6Cu+C3zQ+ev6uG6wmDQoEEaOHCgFixYoLy8vGq9iXCRtH+gz4NTXfr9/McIjL7P1Wf5+flq0aKFXnrpJd15552aN2+eJk2apC1btuiVV15RWlqal1uKYEVo9EMOh0OGYeiJJ57QN998U2aZsHvuuUdNmjTRZ599JqnyyhP8C30enOj34POHP/xBAwcO1DfffFPmD7wZM2Zo7Nix2rx5sxYtWlRpxRFoSIRGP+OqNLz33nvaunWrxo4dq4cfflibNm1SQUGBevbsqfbt22v9+vWSGLIIBPR5cKLfg8P51eR+/frpwgsv1O7du5WZmVlmnxkzZmjcuHH66KOP9Mc//lEHDx70dHMR5Lh72k+UvptO+t/dkatXr3bfEdunTx/dcsst6tWrl6ZOnarnnntOAwcO9GKrURf0eXCi34PTO++8owEDBigyMlIfffSREhIS5HA49Oqrr6pz585lfi+SkpK0adMmrVu3Tu3atfNyyxFMCI1+wHUBe15ent59913l5eWpXbt2uvnmmyWVXP+yZ88evfXWW+6hqrNnz2rMmDGKj4+v9mTA8B30eXCi34PTtm3bNGnSJI0aNUoPPPCA2rdvr48++kjPPPOMnE6nXn755XLB8cSJE7rgggu83HIEG0Kjj3O9SeTk5Cg2NlZhYWH68ccfZZqmhg8frpkzZ7r3LSgoUH5+vl5//XVt375d6enpWrdunSIjI714Bqgp+jw40e/Bbfny5Zo7d67uuOMOTZ06tVxwfOWVV3ThhReWq0QDHmXCJxUXF7v/nZeXZ956663m1KlTTdM0zcOHD5vXXXedGRMTYyYlJbn3KygocP97z5495m233WZ+8sknnms06oQ+D070e/AoLi42CwsLyzx27tw597+XLl1qxsTEmE8++aT5448/mqZpmv/617/M66+/3rzqqqvMQ4cOebS9wPkYx/Axp06dcs/V5bobcsuWLSouLtbChQslSS+88ILsdrtuuOEGrVmzRgsWLJAkhYaGur/n0ksvVV5enlJSUrxyHqg++jw40e/Bo7CwUFLJpOuuKuH8+fOVnp7unjtVkiZMmKBHH31U69at0yuvvKIff/xRQ4YM0W9/+1tFRERYLhMKNDQm7vIh33zzjRISEnTXXXdp2LBh7jeXtLQ099QbiYmJ2rdvn/7yl78oJydHe/bs0WuvvaaMjAxJUlxcnHr16iWHw6H27durffv23jwlWKDPgxP9HjxycnI0cuRIDR8+XPHx8ZKkzz//XCtXrtTmzZv12muvKSoqyj3sPH78eJ0+fVpLlixRWFiYRo8ereuuu04DBw6U0+n08tkg2FFp9BFnz57VggUL9PXXX+vvf/+7Nm7c6P7r8+qrr9bzzz+v1NRU/fvf/9bs2bMVERGhqKgo3XPPPbr66qv17bffas+ePfrlL38ph8Ohv//97/ryyy91xRVXePnMUBn6PDjR78EjJydHw4YNU1ZWll566SUtXbpUknTllVfqscceU0FBgSZPnqwffvhBDofDXZG89dZb1bp1a61evVqrVq1SUVERgRE+gUqjj2jSpImGDRumTz/9VHv37lVeXp5sNpt+/etfq3fv3pKkt99+W4cPH1aLFi3c35eRkaGBAwfq+eefV4sWLWS321VYWKjLLrtMH3zwgaKiorx1SrBAnwcn+j04FBcX6+mnn1bfvn0VHx+v1157TS+88IKKioo0ZcoUxcXFSZKWLVumKVOm6NVXX9WFF14oqeR3ZOTIkYqOjlb37t258QU+g9DoA8z/zsN23XXXafjw4XI4HNq3b59ef/112e12/frXv5bdbld4eLjy8/OVlpam6OhohYaG6tixY7riiisUEREhSe51hX/xi194+axQFfo8ONHvwcNut+uhhx5Sp06dJJVcr2iapvu61NLBcfny5Zo0aZIWLVqkjh076q9//at27dqladOmsfwjfAq/jT7AdXGz0+lUq1attGvXLs2bN09PP/20Fi9eLEm66aabdN111+mmm27SI488ogEDBujEiROy2+265ppr3M/FX6T+gT4PTvR7cHEFRkm66KKLNGnSJEkqFxztdrtef/113XLLLeratat+/vlnrVq1isAIn8M8jV7imsTXNRmv6yLovLw83XDDDRo9erTuvfdejR8/Xjk5OZo4caJuueUWnTx5UmvXrtWuXbvUoUMHPfnkk+677/gQ8W30eXCi31Ha999/ryVLlmj9+vV6+OGH3UEyJSVFX375pU6dOqXY2Fh16dLFyy0FyiM0esGePXv0zjvv6I477tCll17qfvzcuXMKDQ3Vyy+/rA8//FDJycnKz89XfHy8DMPQ5MmTdeONN8rhcOjs2bNq0qSJpP99KMF30efBiX5HRUoHx6SkJA0fPty9jVV94MsIjR72448/atSoUTp27JgaN26su+66S927dy/zprF7927FxcXp0Ucf1T333KMTJ05o2rRpysvLU2xsrO644w73m4rrGin4Lvo8ONHvqEpaWprmzJmjiIgIPf/88woNDZXD4aCf4dP4c8bDGjdurGuuuUY9evRQVFSU0tPT9dJLL+mee+7RX//6V506dUrdu3fXmDFjtGbNGh04cEAXXHCBXnnlFeXl5emrr74q81coby6+jz4PTvQ7KuKalP2iiy5St27ddOTIEXdglOhn+DYqjV5w7NgxLVq0SPv371enTp105513atGiRUpNTVWjRo0UHx+vnJwcvf/++xo9erRuvfVWSSVzfoWFhXE9kx+iz4MT/Y7z/fzzz2rbtq0k6ZlnntGxY8c0d+5cNW7c2MstA6wRGr3k559/1uLFi5WSkqLhw4dr/Pjx2rFjh9auXatPPvlEF110kb766iv17dtXq1evLlNx4EJ4/0SfByf6HS4pKSmKj49X9+7d1bhxY+3cuVPJycllrncFfBlXVHtJ27ZtNWXKFNlsNr399tvKy8vT1KlT1bdvX23evFnffvutMjIytGPHDm3cuFG33367+3v5EPFP9Hlwot/h0qFDBw0bNkyHDx9Wp06d9Nhjj+miiy7ydrOAaqPS6GVZWVlavHixPv/8cw0dOlSPPPKIpJLrXjIzM/Xuu+/q/vvv58MjgNDnwYl+h0tRUZFsNht3ScPvEBp9gOvD5IsvvtCvfvUrPfTQQ+X2YZgqsNDnwYl+B+DPGJ72AW3atNHkyZMlSR9++KFyc3M1e/bsMvvwIRJY6PPgRL8D8GeERh/Rpk0bTZkyRWfOnNGpU6eYqysI0OfBiX4H4K8YnvYx2dnZat68uex2Ox8mQYI+D070OwB/Q2j0USwlFXzo8+BEvwPwF4RGAAAAWOLPWwAAAFgiNAIAAMASoREAAACWCI0AAACwRGgEAACAJUIjAAAALBEaAQAAYInQCAAAAEuERgAAAFj6/6+tefA6Rbl4AAAAAElFTkSuQmCC\n",
+      "text/plain": [
+       "<Figure size 800x575 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "apd = mpf.make_addplot(signal,type='scatter',markersize=200,marker='^')\n",
+    "\n",
+    "mpf.plot(tdf,addplot=apd)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[nan,\n",
+       " nan,\n",
+       " 132.76890099000002,\n",
+       " nan,\n",
+       " nan,\n",
+       " 129.55140099000002,\n",
+       " nan,\n",
+       " nan,\n",
+       " nan,\n",
+       " nan,\n",
+       " nan,\n",
+       " nan,\n",
+       " nan,\n",
+       " nan,\n",
+       " nan,\n",
+       " 126.87840395999999,\n",
+       " nan,\n",
+       " nan,\n",
+       " nan,\n",
+       " nan]"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "signal"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Now, what if we have only the signals (without nans in between)?  \n",
+    "\n",
+    "## Since `show_nontrading=False` (the default/unspecified value), <br>we need to specify the ***row number*** from the original dataframe as the x-value (not the date) ..."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[2, 2, 5, 5, 15, 15]"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "[132.76890099000002,\n",
+       " 136.76890099000002,\n",
+       " 129.55140099000002,\n",
+       " 133.55140099000002,\n",
+       " 126.87840395999999,\n",
+       " 130.87840395999999]"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "import numpy as np\n",
+    "x = []\n",
+    "y = []\n",
+    "for row,value in enumerate(signal):\n",
+    "    if not np.isnan(value):\n",
+    "        x.append(row)\n",
+    "        y.append(value)\n",
+    "        x.append(row)        # demonstrate having another value at the same x-coordinate\n",
+    "        y.append(value+4.0)  # demonstrate having another value at the same x-coordinate\n",
+    "\n",
+    "x\n",
+    "y   "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.collections.PathCollection at 0x7fb26e3e67f0>"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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ERwCAt5kuNKampno8ZtiwYRo2bJjXHxcIFlUFRheCIwDAm0y3jCCAqlUnMLrM3ZahzXuO+rhEAIBwQGgEgkhNAqMLwREA4A2m654GULHaBEYXuqphdp7Wg2c6HiDwCI1AEKhLYHQhOMLMPE1PFUzTcAGhiu5pwOS8ERhd6KpGuHE48tUpLkad4mJqvPoFgLJoaQRMzJuB0YUWR5jR51/vl91uD3QxAFSB0AiYlC8CowvBEWZjt9sZtwiYHN3TgAn5MjC60FUNAKgJQiNgMv4IjC4ERwBAdREaARMpLnFq4fZMv55z4fZMFZc4/XpOAEDwITQCJhJhsyp5YEe/njN5YEdF2HgrAIBfcjjyK/w6fvxYWN6Vz40wgMm4bk7xRxf19EGduBkGACrRLaFdoItgKjQvACY0uEuspg/q5NNzEBgBADVBSyNgUr5scSQwAoBnu9JzKtzucDg8rmIUigiNgIn5IjgSGAGgepg7tCxCI8Kew+Gocn+g3zS8GRwJjACA2iI0Iux56mLIyD7lp5JUzhvBkcAIAKgLboQBgkRdbo4hMAIA6oqWRoS9z7/eL7vdHuhiVEttWhwJjAAAbyA0IuzZ7faAj1usiZoERwIjAMBb6J4GglB1uqoJjAAAb6KlEQhSVbU4Ehgr5nDku1d42JWeE1QtzMGqqiXWPM1cAMBcCI1AEKsoOBIYYSYswwaEDkIjTKu4xKkIGyMoPBncJVYWi7Rw+0ElD4zXzZ0JjAAA7yM0wpQ27zmqhdszlTywo09azez2aFPMv+gtg7vEasKgS5R95IwMI9ClAX5W2TJsUvguxQYEK0IjTGfznqPu7lbXv3S3ehZJqyxMiHGjQOjgUwamUjowuszdlqHNe44GqEQAAEAiNMJEKgqMLgRHAAACi9AIU6gqMLoQHAEACBxCIwKuOoHRheBYnsORr47tYmSxWKqcEw8AgLogNCKgahIYXQiOAAD4H6ERAVObwOhCcAQAwL+YcgcBUZfA6BJO0/GwFBsAINAIjfA7bwRGl2AJjp6Cnae57FiKDQAQaIRG+JU3A6NLMARHT6tehNLqNACA0ERohN/4IjC6BENwrAuWYkNpDke+u/X52/05iory/qorpc+xKz2HlV0AEBrhH74MjC5mDo6ff71fdru91j/PBzYAINAIjfA5fwRGFzMFR7s9mm5nAEDIYMod+FRxiVMLt2f69ZwLt2equMTp13MCABDqCI3wqQibVckDO/r1nMkDOyrCxlMbAABv4pMVPje4S6ymD+rkl3NNH9TJFF3TAACEGsY0wi9cQc6XYxsJjAglTOgOwGwIjfAbXwZHAiNCDRO6AzAbQiP8yhfBkcAIhDdaZQH/IDTC77wZHAmMCFXVndDd4XDIMCp/nHCY45NWWcA/CI0ICG8ERwIjQll1w17f7ixRCcA/CI0ImLoERwIjUHeh0q3LMpuAfxAaEVC1CY4ERuBnX3yzX1FRtVuiMlS6dcOhCx4wA0IjAq4mwZHACJRlt9sVFUVoAuB7hEaYQnWCI4ERwcDhyHe34O1KzzF1Kxjdut4RTHUO1AWhEaZRVXAkMALeR7gBUBN1XkZw8+bNmjx5sq677jp1797dvf25557TyZMn6/rwCDMVLTlIYAQAIPBq3dJYVFSkKVOm6KOPPpIkGYYhi8Ui6UK3xpo1a/Tpp5/qjTfeUNOmTb1SWIQHV0BcuD1TyQM7EhgBADCBWrc0Ll26VDt27JBhGIqPj1dExM/5My8vTzabTVlZWVq+fLlXCorwMrhLrDZOuJLAiBpzOPKr+AqeaWQAwGxq3dK4YcMGWSwWpaSkaMiQIbryyit1+vRpSVLLli312muv6d5779UHH3yg6dOne63ACB8RtjqPnkAYMtM0Mp5CKmMKAQSTWofGw4cPq379+hoyZEiF+/v27auoqCgdPXq01oUDgGDm6e5jVmsBEExqHRrtdrvOnDmjEydOqFmzZuX279u3TwUFBWrSpEmdCggANcE0MgDgG7UOjd27d9eOHTs0YcIE3XvvvSouLpYkbd++Xenp6UpNTZXFYtEVV1zhtcICgCfV7fKtquvYW93Gn3+9X3Z77VZrAQCzqXVoHDdunD766CPt2bNHjz32mHv7pEmTJF24m9pqtWrs2LF1LyUAeFlVLY7e6ja22+2MWwQQMmp9p0Hv3r01Z84cRUVFyTCMcl9RUVH64x//qKuuusqb5QUAAEAA1GlFmCFDhui6667TBx98oP379ys/P18NGzZUQkKCBg0axHhGAKZF13H1cRc4AMkLywg2btxYd9xxhzfKUsbKlSs1d+5c3XDDDZo/f36Zfdu2bdPy5cuVnp4up9Opyy+/XFOmTFHfvn3dx/zwww+aN2+evvzyS+Xl5Sk+Pl7jx4/XTTfd5PWyAgg+dB1XH3eBA5DquIxgQUGBFixYoMWLF5fZPm7cOM2ePVtnzpyp8WPm5uZq0qRJWrFiherXr19u/5YtWzR58mT16dNH69at05o1a1SvXj2NHTtWBw4ckCSdPn1a99xzjw4dOqT58+dr3bp16tatmx588EF9/PHHtbtYAACAX3A4HFUuKhBKat3SmJ+fr5EjR2rv3r268847y+w7fvy4PvnkE33++ed68803a9QFtHHjRjkcDq1fv14jRowot3/Tpk3q16+fpk2b5t42e/ZsDRw4UDt27NAll1yiTZs26fDhw0pNTVW7dhcm+p05c6a2bt2qtWvX6uqrr67dRQNAGKIrH6hcOLXE1zo0vv7669qzZ48kKSoqqsy+2NhY7du3TxkZGVq2bJmSk5Or/bgDBw5UYmKibDZbhft/2VUtyb3mtWspwzvvvFO/+c1vFBv78xJ0VqtVLVq0YBkxAKghuvIBSHUIjf/6179ksVg0c+ZM3X333WX2LVmyRG+88YaeffZZ/fOf/6xRaIyLi6tROY4cOaLZs2erbdu2uv322yVJ9erVKxMYpQsr2Ozbt0/jxo2r8vEslgtfwcpV9mC+BtRM6boO5uevw5GvKy690DPwxTeVt2zVJbz443fFOTiHr16DvL9XT3XfS6Tav5+UrgNP56hLffm6zmv6uBbDMIzanKhHjx4yDEPffPNNpcd069ZNFotF//3vf2tzCg0aNEi//vWvK2xd/PDDD5WcnKzCwkL1799fc+bMKRcUXQoLCzV69GhlZ2drw4YNiomJKbPfdde3JOXl5Sk6mr+oETxC5flb+jqqUsu3rHLn8NXvinNwjmB9DYaK6r6XSLV/PwmVOq/pddS6pbFevXo6c+aMfvjhB7Vt27bc/qysLBUVFalx48a1PUWV+vbtq/Xr1ysnJ0dLlixRUlKSUlNT1aZNmzLH5eXl6f7779eBAwf0+uuvlwuM5cp9OFd2+3mflNkfLBapQ5umyjqcqzp8tiKIlB5o/f2PuYqKCs7nb3UHjB/8Idcr5/DVa93f5/BVnYfi7yqYzyHx/l5dNbn5pLbvJ6FS5zW9UafWofGKK67Qxx9/rDFjxmjcuHHq2rWrGjZsqNOnT2vXrl1asWKFLBaLunbtWttTVMlutys+Pl7x8fHq3bu3Bg0apKVLl2rWrFnuY3766SeNHz9eJ0+e1Jo1a3TZZZd5fFzDUEi8GEPlOuBZ6XoO5novXe6qbryoy/X543fFOTiHr1+Dwfw694fqvpf88tjaniOY67ymj1nr0Hjffffpk08+0f/+9z/94Q9/qKAghiwWi+69997anqIcp9Opbdu2qW3bturcubN7e1RUlOLi4pSZmenelpubq9GjR8swDL355pvlWiABmBc3XgDwBt5LvKvW8zT2799fM2fOVERERIXLCNpsNk2fPl3XXnut9wprtSolJUXz5s0rs/3cuXM6dOiQWrZsKelCYH3wwQdVXFysNWvWEBgBAADqqE4rwtx999267rrrtGHDBu3evVt5eXmy2+267LLLdOutt6p9+/Y1fszc3FydP39hbEBJSYkKCwt17NgxSVKjRo30wAMPaMaMGZo3b56GDBmioqIiLV68WGfPnlVSUpIk6b333tMXX3yhl19+WU6n0/3zLi1atKjLZQMAAISdOi8j2KZNG02cONEbZZEkTZ06VWlpae7vjxw5oq1bt0qS5syZo+HDh0uSVq1apddff13R0dFKSEjQ6tWr1bNnT0lyr/rywAMPVHiO9PR0r5UXAAAgHFQ7NB4+fFg2m809rc3hw4erfZKadA+npqZ6PGbYsGEaNmxYpfvnzJmjOXPmVPucAIDQ52lxB8a+AVWrdmgcNGiQLrroIn366afu7y3VmBXSYrG4V44BAAQHuz06pJY/k+q23FtVU5Ow0lj4CcXXR3XUqHv6l5Ng1mWSXQAAgkW3hHaBLgIQcNUOjUOHDi0zw/rQoUOr1dIIAIAZeJqzD0DVqh0aU1JSqvweAAAzq8ucfbvScyrd53A4PHZ9A6GgVndPnz9/XmPHjpXVatWKFStks9m8XS4AAEyDm2SAWobGyMhIpaenq7CwkMAIAAAQBmq9IszNN9+sc+fO6YMPPvBmeQAAAGBCtZ7c+7bbbtOpU6f08MMP67rrrtOvf/1rxcTEyGotn0OHDh1alzICCDCHI9999+iu9By66gAgDNU6NI4cOVLShWl3Pvjgg0pbHC0WC6ERAAAgyNU6NJaeo5H5GgEAYNUZhLZah0aW6QMAoKy6rDpTldJDRL7dn6OoKMIn/K9WofHLL79UVlaWzp49q7Zt2+qWW25R69atvV02AADqJFyXewN8ocah8amnntK6devKbFu4cKH+8Ic/aMSIEV4rGAAAwYZVZxDKahQaN27cqLfffrvc9vPnz2vWrFlKSEhQt27dvFY4AP7jcORXsa/qcVrwL7s9Wpk5pxTftqkO/pArhpWbR11WnQHMrkah0RUY27Rpo4kTJ6p169ZKT0/X8uXLdebMGb3xxhuERiBIucZLAQBQkRqFxn379slisejFF1/U5ZdfLkkaMGCAOnbsqMmTJ+u7777zSSEBAAAQWDUKjWfOnFGDBg3cgdGlX79+kqRTpxhsDASrXek5le5zOBwe7woNBtwUAQC1V6PQaBiGGjRoUG67a5vT6fROqQD4HeOwqo/xnwDCUa3naQSAcMX4TwDhqMahsbi4WDt37qxwFZjK9vXu3bv2JQQAAG7v7/1JQ/6/DoEuBsJQjUNjXl6ee93p0iwWS4X7LBaL9uzZU/sSAoDJhMP4T5jL+/t+cv9/wb8Pql4DuwZ3iQ1giRCOahwaWWcaQLhj/Cf8afOeo1r474Nlts3dliFJBEf4VY1C47Bhw3xVDgBAmOFuds827znqDoi/RHCEv9UoNM6ZM8dX5QAAAKVUFRhdCI7wJ2ugCwAAAMqqTmB0mbstQ5v3HPVxiQBCIwAAplKTwOhCcIQ/EBoBADCJ2gRGF4IjfI3QCACACdQlMLoQHOFLhEYAAALMG4HRheAIXyE0AgAQQN4MjC4ER/gCoREAgADxRWB0ITjC2wiNAAAEgC8DowvBEd5U42UEAZiXw+FQZSt9svQdYB7+CIwuTAAObyE0AiGkb/dLK93Hcm2AORSXOLVwe6Zfz7lwe6ZuSGihCBsdjKg9nj0AAPhRhM2q5IEd/XrO5IEdCYyoM1oagRDyxTf7FRVlD3QxAHjg6ir2Rxf19EGd6JqGVxAagSBnt0crM+eU4ts21cEfcisd0wjAXPwRHAmM8CbaqgEACJDBXWI1fVAnnzw2gRHeRmgEACCAfBEcCYzwBUIjAAAB5s3gSGCErxAaAQAwAW8ERwIjfInQCACASdQlOBIY4WuERgAATKQ2wZHACH8gNAIAYDI1CY4ERvgLoREAABOqTnAkMMKfCI0AAJhUVcGRwAh/IzQCAGBig7vEKvna+DLbCIwIBEIjAAAmd+NlLd3/n3ZtPIERAUFoBAAgiNzYuaXngwAfIDQCAADAI0IjAAAAPCI0AgAAwCNCIwAAADyKCHQBAAAIZnZ7tDKyTwW6GIDP0dIIAAAAjwiNAAAA8IjQCAAAAI8Y0wjAbxyO/Cr2OfxYEgBATREaAfhNt4R2gS4CAKCW6J4GAACAR6ZtaVy5cqXmzp2rG264QfPnzy+zb9u2bVq+fLnS09PldDp1+eWXa8qUKerbt6/7mCNHjiglJUWffPKJCgsLdfnll+vRRx9Vjx49/H0pAP7PrvScSvc5HA5d2eNSP5YGAFATpmtpzM3N1aRJk7RixQrVr1+/3P4tW7Zo8uTJ6tOnj9atW6c1a9aoXr16Gjt2rA4cOCBJKioq0n333afs7GytWLFCb7/9tjp06KAxY8YoOzvb35cE4P/Y7dFVfNkDXTwAQBVMFxo3btwoh8Oh9evXq0mTJuX2b9q0Sf369dO0adPUoUMHde3aVbNnz9b58+e1Y8cOSdJ7772ngwcP6i9/+Yu6deumhIQEPfPMM2rcuLGWLVvm70sCAAAIeqbrnh44cKASExNls9kq3P/LrmpJslgskqSIiAuX89FHH+niiy9WfHy8+5iIiAj169fPHSwBAABQfaYLjXFxcTU6/siRI5o9e7batm2r22+/XZKUlZVV4eNcfPHFeuedd1RQUKCoqKgKH89iufAVrFxlD+ZrQM35ut5LP66vXiP+OIc/+Os6eK2Hl1B5fXhLVdN3FRT8PH1XsP+u/PneXh2mC43V9eGHHyo5OVmFhYXq37+/1q5dq5iYGElSfn6+2rUrP7VHw4YNJUlnz56tNDR2aNNU0dHRviu4n3Ro0zTQRUAA+Kre8/Mjy5zDF68Rf5zDP5rKMAy/nY3Xengo/fpo3zqYXx/eYbHEVOu44H4v+Zk/3turI2hDY9++fbV+/Xrl5ORoyZIlSkpKUmpqqtq0aVOnx806nCu7/byXSul/FsuFJ1fW4Vz58XMLAebrei/9V72vXiP+OEco4bUeXkq/Pr7/MVdRUbw+qiPY30v8+d5eHUEbGu12u+Lj4xUfH6/evXtr0KBBWrp0qWbNmqVGjRopP7/8L+Ls2bOyWCxq3LhxpY9rGAqJN+BQuQ5U3/kSp8/qvfRj+uocUVHRysg+VeE5UTle6+HBH6/BYFLd6btC5Xflj/f26jDd3dNVcTqd2rJli/bu3Vtme1RUlOLi4pSZmSlJio+P16FDh8r9/Pfff6+2bduqQYMGfikv4C+b9xxV16f/pc17jga6KADgc1VN39W8eQtlZJ9SRvYp2e3B3zVtJkEVGq1Wq1JSUjRv3rwy28+dO6dDhw6pZcuWkqRrr71W2dnZysjIcB9TVFSkjz76SNddd51fywz42uY9R/WXrRkqKnbqL1szCI4AAJ8wXWjMzc3VsWPHdOzYMZWUlKiwsND9/blz5/TAAw9ox44dmjdvnjIzM7V37149+uijOnv2rJKSkiRJN954ozp37qzf//732rVrlw4ePKjHH39c58+f17hx4wJ8hYD3bN5zVHO3ZZTZNncbwREA4H2mG9M4depUpaWlub8/cuSItm7dKkmaM2eOhg8fLklatWqVXn/9dUVHRyshIUGrV69Wz549JV2Yk3H58uWaM2eOxo4dq6KiIvXo0UOpqalq1aqV/y8K8IGKAqOLa/vgLrH+LBIAIISZLjSmpqZ6PGbYsGEaNmxYlcc0b95cL7zwgreKBZhKVYHRheAIAPAm04VGAFWrTmB08UVwdDgcle5j0DkAhC5CIxBEahIYXbwdHF1TWVSk9JQ5AIDQYrobYQBUrDaB0YWbYwAAdUVLIxAE6hIYXbzV4vj51/tlt9vr9BgAgOBDaARMzhuB0cUbwdFutzN2EQDCEN3TgIl5MzC60FUNAKgNQiNgUr4IjC4ERwBATREaARPyZWB0ITgCAGqC0AiYjD8CowvBEQBQXYRGwESKS5xauD3Tr+dcuD1TxSXOKo+x26OVkX1KGdmnuAkGAMIUoREwkQibVckDO/r1nMkDOyrCxlsBAKBqfFIAJjO4S6ymD+rkl3NNH9SJtakBANXCPI2ACbmCnC/HNhIYAXNxOPKr2Ff5mu+AvxAaAZPyZXAkMALm0y2hXaCLAFSJ7mnAxHzRVU1gBADUBi2NgMl5s8WRwAiY1670nEr3ORwOXdnjUj+WBiiP0AgEAW8ERwIjYG5MZwWzo3saCBJ16aomMAIA6orQCASR2gRHAiMAwBsIjUCQqUlwJDACMBOHI1+d4mLUKS6myimGYE6ERiAIVSc4EhgBAN5EaASCVFXBkcAIAPA2QiMQxCoKjgRGAIAvMOUOEOQGd4mVxSIt3H5QyQPjdXNnAiMAwPsIjUAIGNwlVhMGXaLsI2dkGIEuDQB45mk9beatNB9CIxAiIm2MNgEQPDytcJORfcpPJUF18SkDAAAAj2hpBAAAfvf51/tlt9sDXQzUAKERAAD4nd1uZ9xikKF7GgAAAB4RGgEAAOARoREAAAAeERoBAADgEaERAAAAHhEaAQAA4BGhEQAAAB4RGgEAAOARoREAAAAeERoBAIAcjnx1iotRp7gYORz5gS4OTIjQCAAAAI8IjQAAAPCI0AgAAACPCI0AAADwiNAIAAAAjwiNAAAA8IjQCAAAAI8IjQAAAPCI0AgAAACPCI0AAADwKCLQBQAAAP5R1fKADofDjyVBMCI0AgAQJroltAt0ERDE6J4GAACAR7Q0AgAQJnal51S6z+Fw6Moel/qxNAg2hEYAAMKE3R4d6CIgiNE9DQAAAI8IjQAAAPCI0AgAAACPGNMIAEAQcTgcMozK9zNuEb5CaAQAIIj07V71Hc4Z2af8VBKEG7qnAQAwObs9Wpk5hEEElmlbGleuXKm5c+fqhhtu0Pz588vs27lzp1588UXt27dPNptNl19+uR5++GF17tzZfczhw4f1wgsvaOfOnTpx4oTatm2rUaNGKSkpSRaLxd+XAwBAneXl5SnrcG6V3dPe4GlJQbrAw5PpQmNubq5mzJih3bt3q379+uX2f/PNNxo9erRuueUWPfXUUzp37pz+/Oc/a/To0dq4caNatGghh8Oh0aNHq3HjxlqwYIGaNWumTz75RM8++6wKCws1ZsyYAFwZAAB1Ex0dLbv9vM9Do6dJvukCD0+m657euHGjHA6H1q9fryZNmpTbv3LlSrVu3Vpz5szRJZdcoiuuuELPPfeccnNz9d5770m60BJ56NAhPfbYY+rRo4d+9atfKTExUf3799f69ev9fEUAAADBz3QtjQMHDlRiYqJsNluF+//0pz+poKBAVuvPeTc2NlZS+eb00sdIUr169bxcWgAAQs/nX++X3W4PdDFgMqYLjXFxcVXut9vt5Z7I27ZtkyR1795dknTllVeqQ4cOWrRokebNm6eLLrpIn376qT755BPNmDGjyse3WC58BStX2YP5GlBz1Hv4oc7Dj6/rvPTjRkfbfTJusfQ5gv3z1h/8WefVYbrQWFM5OTl69tlndfXVV+uqq66SdKFFcdWqVbr//vvVr18/RUREqKSkRNOmTVNiYmKVj9ehTVNFRwf/AN8ObZoGuggIAOo9/FDn4cdXdZ6fH1nmHL74LPTHOUKRP+q8OoI6NGZkZGjMmDFq2bKlXnjhBff2c+fOacqUKZKkJUuWqHnz5vrss8+0aNEiNW7cuMrgmHU4V3b7eZ+X3VcslgtPLn/cXQfzoN7DD3Uefnxd5w5Hvvv/vvos9Mc5Qok/67w6gjY07ty5U5MnT1anTp30yiuvlLlpZt26ddq1a5f+/e9/q3Xr1pKkrl276qefftLzzz+vESNGKCKi4ks3DIXEG3CoXAdqhnoPP9R5+PFVnZd+zGA+RyjyR31Uh+nunq6Ob7/9VuPHj1efPn20cuXKcndZZ2ZmqlGjRu7A6NKhQwc5HA4dO3bMn8UFAAAIekHX0njixAlNnDhR/fv318KFCyu8y7pNmzY6e/asjh496r6zWroQJiMjI9WiRQt/FhkAgLBRVZenp0nDYW6mC425ubk6f/7CGIeSkhIVFha6WwYbNWqkhQsXqqioSNOnT9fJkyfL/GxkZKSaNm2qoUOHaunSpXr44Yc1ffp0NWvWTGlpaVq3bp2GDx9eadc0AACom24J7QJdBPiI6dLT1KlTlZaW5v7+yJEj2rp1qyRpzpw5+vjjj3X27FnddNNN5X62T58+Sk1NVYsWLbRq1SrNnz9f48ePV0FBgVq3bq0xY8bo/vvv99u1AAAAhArThcbU1NQq9w8fPrxaj9OlSxctW7bMG0UCAADVtCs9p9J9DofD4xKFMC/ThUYAABC8qpoU3G6PZt3qIBaUd08DAADAvwiNAAAA8IjQCAAAAI8IjQAAAPCI0AgAAACPCI0AAADwiNAIAAAAjwiNAAAA8IjQCAAAAI8IjQAAAPCI0AgAAACPCI0AAADwiNAIAAAAjwiNAAAA8IjQCAAAAI8IjQAAAPCI0AgAAACPCI0AAASJ8yXOQBcBYYzQCABAENi856i6Pv0vbd5zNNBFQZiKCHQBAABA1TbvOaq52zIkSX/ZmiHDkAZ3iQ1wqRBuaGkEAMDESgdGl7nbMmhxhN8RGgEAMKmKAqMLwRH+RmgEAMCEqgqMLgRH+BNjGgEAMJnqBEYX13F1HeNot0crI/tUnR4DoY2WRgAATKQmgdGFFkf4A6ERAACTqE1gdCE4wtcIjQAAmEBdAqMLwRG+RGgEACDAvBEYXQiO8BVCIwAAAeTNwOhCcIQvEBoBAAgQXwRGF4IjvI3QCABAAPgyMLoQHOFNhEYAAPzMH4HRheAIbyE0AgDgR8UlTi3cnunXcy7cnqniEqdfz4nQQ2gEAMCPImxWJQ/s6NdzJg/sqAgbH/moG55BAAD42eAusZo+qJNfzjV9UKc6LzEISIRGAAACwh/BkcAIbyI0AgAQIL4MjgRGeBuhEQCAAPJFcCQwwhcIjQAABJg3gyOBEb5CaAQAwAS8ERwJjPAlQiMAACZRl+BIYISvERoBADCR2gRHAiP8gdAIAIDJ1CQ4EhjhL4RGAABMqDrBkcAIfyI0AgBgUlUFRwIj/I3QCACAiVUUHAmMCISIQBcAAABUbXCXWFks0sLtB5U8MF43dyYwwv8IjQAABIHBXWI1YdAlyj5yRoYR6NIgHNE9DQBAkIi08bGNwKGlUZJR6k82h8MRwJLUncUi5edHyuHI5y/RMEK9hx/qPPxQ5+HH13VeOvMY1TgBoVFlf2lX9rg0gCUBAADwP4fDoYYNG1Z5DO3cAAAA8MhiVKc9MsQ5nU4dP35ckmS322WxWAJcIgAAAN8yDMPd29q8eXNZrVW3JRIaAQAA4BHd0wAAAPCI0AgAAACPCI0AAADwiNAIhKHvv/9eRUVFgS4GAsTpdAa6CACCEKExzJ0/f17nzp0rs40PlND23//+V7fccouefvrpak3mitCQnp6uf//735Ikq9VK3Ycw6ha+wuTeYey///2vVqxYoZycHLVs2VK9e/fWqFGjFBkZKcMwmHooBH3xxRcaM2aMLr74Yp04cYI6DgOGYej06dMaMWKEoqOj9cwzz+jGG2+UxWLhdR6C8vPzNW/ePA0fPlxdu3YNdHEQYmhpDFNff/21Ro0apUaNGunmm29Wfn6+XnvtNSUlJREmQlRaWprGjBmjmTNn6rXXXtM333yjr776KtDFgo9ZLBY1bdpU7du3V+PGjbVixQpt3LjRvY9WqdAyd+5c/fWvf9WLL76oAwcOBLo4CDGExjCUl5enefPm6d5779Xs2bM1YcIErVixQlOnTtVPP/2kxMREHTp0SBJd1aHC1cL40EMPKTExUVarVTExMTp8+LAkurPCQdu2bRUdHa02bdpo+fLleu+99ySJPxBDzOnTp9WnTx/t2bNHTz31FMERXkVoDENWq1XHjx9XXFycpAvjGuvVq6c77rhDTz/9tCwWiyZMmKDTp0/LarUSHINcenq6JkyYoAcffFDjxo2TJPdwhNWrVys/P5/gEMJKSkokSX369FHnzp01fvx4tWrVSkuXLtWGDRvcx+Xl5QWqiPCSwsJCHT58WHfeeafmz5+vQ4cO6emnnyY4wmsIjWHI6XQqNzdXOTk5kqTIyEiVlJQoMjJSAwYM0KOPPiqHw6EpU6aouLjY47JCMLczZ84oJSVFEyZMkPRz63Hv3r114sQJnTlzpsx2hBabzSZJ6tixo7Zu3ar27dtr0qRJat26tVauXKmNGzdq3LhxSktL4zkQxJxOp5xOp+rVq6dmzZqpV69eSklJ0ffff18uOJbuWaCXATVBGggzTqdTDRs21J133qm1a9e676a02WwqKSlRRESEBgwYoDFjxujgwYP64IMPAltg1Fnv3r01ePBg9/euPwJuu+02OZ1OvfLKK2W2I7QYhqGSkhJ16NBBDRs21LFjx9S9e3c98sgjatmypZ566illZmbquuuuo2chiFmtVkVFRekvf/mLevfuLUm6+uqrNWfOHHdw3L9/f7mbn+hlQE3wKREGXH9Jlm41HDRokFq1aqVXX31V//nPfyT9HBzr1aunkSNHKjo6Wl988UXAyo3ac9X5+fPnK9xfUlIiq9Wqu+66S19++aXS0tL8WTz4yPfff6/Nmzdr+fLl2r9/v/Ly8mSxWGSz2RQXF6fGjRtr06ZNkqROnTopMzNTDRo0UKNGjfT+++9L4o+HYJGfn6/nnntOycnJmjx5st59910dO3ZMsbGx7tZlm82ma665xh0cZ82a5W5xTElJ0fjx4wN5CQhCvDuEuG+++UaTJ0+Ww+FQRESEO0T06NFDY8aMUXZ2thYtWqSdO3dKuvAmU1RUpIiICHXr1k3FxcWBLD5qoXSdu4Ye/JLrQ+X666/X6dOntWnTJlqYgtx//vMfjRkzRi+99JIWLFigpKQk/e1vf3PPw+p0OtW6dWv397fddptat26tlJQUtW/fXrNnz9Znn30WyEtANeXl5WnIkCFKT09XixYtdOzYMaWkpOihhx7S999/L5vN5n7vtlqtZVoc58yZo6eeekpvvvmmJk+eHOArQdAxEJKcTqdRVFRkJCYmGgkJCcZ9991n5OfnG4ZhGIWFhe7j3nzzTaN///7GnXfeabz//vtlHuOuu+4yFi1a5Ndyo/aqqvPi4uIKjzcMw3jjjTeMzp07G+vXry+zHcEjIyPD6N+/v/H6668bP/74o3H69Glj0qRJRp8+fYwDBw64j9uwYYNxxx13GDfeeKPxu9/9zjhx4oRhGIaRlpZmzJ07t8LnCcylpKTE+P3vf2+MHz++zPbly5cbN954o9G/f38jIyPDMIyyr/vi4mIjLS3NSEhIMHr16mXs3r3br+VGaKClMUS5xqkcO3ZMV111lfbt26eJEyfK4XCoXr167iXk7rrrLs2YMUMWi0XTp0/XjBkz9Oc//1ljxoxRXl6eJk2aFMjLQA1UVeeuoQcVHX/DDTdo8ODBeuyxx/T1118zxikI7dy5U+3bt9fvfvc7NW/eXI0bN9bs2bNls9m0efNm93GNGzfWd999pw4dOmjx4sW66KKLJF0Y9/rII49U+DyBuVgsFh09elTdunWTJPd7+dixYzVt2jQ1atRIo0aNUlZWVpn6tNls+uyzzxQVFaW1a9eqS5cuAbsGBC9CYwjLyclRvXr19Oyzz+q+++7TgQMHKgyOt956q/74xz9q+vTpSk9PV1ZWltq1a6d//OMfioiI4EMkiFRV55UFgubNmysxMVH33HOPrrjiigCUGnWVmZmpQ4cOKSoqShERETIMQ1FRUWratKlOnTrlPm7AgAF66aWX9Mc//tEdGI1f3D3rGroA8zpx4oQOHjwoSapXr567K3rw4MFKTk5Ww4YN9cQTT+j48ePu+ly8eLEWL16sNWvWqFOnTgErO4IboTGENW/eXM2aNVNkZKRGjRqlUaNGVRocExISNHLkSL355pt69dVX9eyzzyoiIkLFxcV8iAQRT3VeeqxTab169dLMmTPddY7gcvHFF8tqtSonJ8c9NjUqKkoxMTHu+Rdd45mvv/56tWjRwv2ztCwHD+P/7ny+7bbblJaW5r6pqfTr9uabb1ZiYqKys7O1fft298927dpV77zzDksLok4sxi//zERIOX78uJo3by7pwsSvK1as0OrVq3XJJZdoyZIlstvt7mNPnjzpbn2QxLq0QaomdX7q1CnFxMQEqqjwkuzsbBUUFOjSSy8tsz0pKUmXXnqpZs2apeLiYkVEREiSfvrpJ7Vs2TIQRYUXpKena9q0aWrSpIkeeeQR9xQ7pev47rvvVlRUlJYvXx7IoiLE0NIY4po1aybpwp2T9evX19ixY8u0PrlaGpOTk7VmzZoyP0tgDE41qfPU1NRAFhVeYBiG4uLiygRGwzBUVFSk3NxcNWnSRJLcYeL+++/XwoULA1JWeEdCQoIef/xxfffdd3rppZfcs19ERES4X9+9evWqdMotoLYiAl0A+JYr+Lkm7a1fv77GjBkjwzD017/+VRMmTJDValVWVpbmzp0b4NLCG6jz8FLRH3eubaWHlxiGoYkTJyorK8u97jSCk2EYGjBggBYsWKBp06bphRde0KhRozR48GDVq1dPknT06FHFxsa652SlEQDeQGgMEU6n0+OkvK4Q0aBBA02aNEk2m00LFixQt27d9P777ysyMrJM9wbMjToPT9Wpd+nCDRJNmjRRZGSkpAt31/7www967733qPcQYBiGrr/+er388sv605/+pJSUFH388cfq0qWLDhw4oH/961966623GJMOr2JMYwhwjT0sKirSqVOnFBsbW63xiGPHjtXJkyf19ttvuwdS8yESHKjz8FTTeh85cqRiYmJktVq1d+9ebdy4kcAYJDz9ceD66LZYLNq3b5+2bNmiDRs2KDo6WhdddJGmT5+uyy67zF/FRZggNIaIkpIS/e53v1P37t01c+ZMj8c/+uijSktL05YtW/gQCVLUeXiqTr27guTixYv14osvqkuXLnrzzTep9yBRUlLibiHcvXu3mjdvroYNGyo6OrrKn3M6nSopKXEPSwG8jRthQoTNZlPPnj318ccfKysrq8pjz549q+7du2vr1q18iAQx6jw8VafeXS2P1157rW644Qa99dZb1HuQMAzDHRgff/xxPfDAAxo6dKheeukl/e9//6v051wtk5GRkQRG+AyhMYQMGDBAZ8+eVUZGhiRVupZwo0aNdPfdd7sn7uZDJHhR5+GpOvXudDrVpUsXLVq0iKEIQcLpdLoD/xNPPKFdu3ZpypQpuuqqq7Rq1SotXLjQPan3L1VnnCtQVzzLgtAvV/VwjTDo37+/+vXrpwULFqigoKBabyIMkg4O1Hl4qku9/3IbgdH8XHVWWFioJk2a6MUXX9Sdd96pefPmacKECdq6datefvllZWZmBrikCFeExiBks9nkcDj0xBNP6Ntvvy2zTNg999yjBg0a6NNPP5VUecsTggt1Hp6o9/Dzpz/9Sf369dO3335b5g+8adOmafTo0dqyZYsWL15caYsj4EuExiDjaml47733tG3bNo0ePVoPP/ywNm3apKKiInXr1k2tWrXS+vXrJdFlEQqo8/BEvYeHX7Ym9+7dWxdffLF2796tnJycMsdMmzZNY8aM0fbt2/XnP/9Z33//vb+LizDH3dNBovTddNLPd0euXr3afUdsz549dcstt6h79+6aMmWKnnvuOfXr1y+ApUZdUOfhiXoPT++884769u2rtm3bavv27Zo9e7ZsNpteeeUVtW/fvszzIiUlRZs2bdK6desUGxsb4JIjnBAag4BrAHtBQYHeffddFRQUKDY2VoMHD5Z0YfzL3r179dZbb7m7qs6dO6dRo0Zp8uTJ1Z4MGOZBnYcn6j087dixQxMmTNCIESP0wAMPqFWrVtq+fbueeeYZ2e12vfTSS+WC48mTJ3XRRRcFuOQIN4RGk3O9SeTl5SkxMVFRUVH68ccfZRiGhg4dqunTp7uPLSoqUmFhoV577TV98cUXysrK0rp169S2bdsAXgFqijoPT9R7eFuxYoXmzp2rO+64Q1OmTCkXHF9++WVdfPHF5VqiAb8yYEpOp9P9/4KCAuPWW281pkyZYhiGYfzwww/G9ddfbyQkJBgpKSnu44qKitz/37t3r3HbbbcZH3/8sf8KjTqhzsMT9R4+nE6nUVxcXGbb+fPn3f9ftmyZkZCQYDz55JPGjz/+aBiGYfz73/82brjhBuPqq682Dh065NfyAr9EP4bJnD592j1Xl+tuyK1bt8rpdGrRokWSpBdeeEFWq1U33nij1qxZowULFkiSIiMj3T9z2WWXqaCgQGlpaQG5DlQfdR6eqPfwUVxcLOnCpOuuVsL58+crKyvLPXeqJI0bN06PPvqo1q1bp5dfflk//vijBg4cqN///veKiYnxuEwo4GtM3GUi3377rWbPnq277rpLQ4YMcb+5ZGZmuqfemDNnjvbv36+//e1vysvL0969e/Xqq68qOztbkpSUlKTu3bvLZrOpVatWatWqVSAvCR5Q5+GJeg8feXl5Gj58uIYOHarJkydLkj777DOtXLlSW7Zs0auvvqq4uDh3t/PYsWN15swZLV26VFFRURo5cqSuv/569evXT3a7PcBXg3BHS6NJnDt3TgsWLNA333yjf/7zn9q4caP7r89rrrlGzz//vNLT0/Wf//xHM2fOVExMjOLi4nTPPffommuu0Xfffae9e/fq17/+tWw2m/75z3/qyy+/1JVXXhngK0NlqPPwRL2Hj7y8PA0ZMkTHjh3Tiy++qGXLlkmSrrrqKj322GMqKirSxIkT9b///U82m83dInnrrbeqefPmWr16tVatWqWSkhICI0yBlkaTaNCggYYMGaJPPvlE+/btU0FBgSwWi37729+qR48ekqS3335bP/zwg5o0aeL+uezsbPXr10/PP/+8mjRpIqvVquLiYnXp0kUffPCB4uLiAnVJ8IA6D0/Ue3hwOp16+umn1atXL02ePFmvvvqqXnjhBZWUlGjSpElKSkqSJC1fvlyTJk3SK6+8oosvvljShefI8OHDFR8fr65du3LjC0yD0GgCxv/Nw3b99ddr6NChstls2r9/v1577TVZrVb99re/ldVqVXR0tAoLC5WZman4+HhFRkbq+PHjuvLKKxUTEyNJ7nWFf/WrXwX4qlAV6jw8Ue/hw2q16qGHHlK7du0kXRivaBiGe1xq6eC4YsUKTZgwQYsXL1abNm3097//Xbt27dLUqVNZ/hGmwrPRBFyDm+12u5o1a6Zdu3Zp3rx5evrpp7VkyRJJ0s0336zrr79eN998sx555BH17dtXJ0+elNVq1bXXXut+LP4iDQ7UeXii3sOLKzBKUseOHTVhwgRJKhccrVarXnvtNd1yyy3q1KmTfvrpJ61atYrACNNhnsYAcU3i65qM1zUIuqCgQDfeeKNGjhype++9V2PHjlVeXp7Gjx+vW265RadOndLatWu1a9cutW7dWk8++aT77js+RMyNOg9P1DtKO3jwoJYuXar169fr4YcfdgfJtLQ0ffnllzp9+rQSExPVoUOHAJcUKI/QGAB79+7VO++8ozvuuEOXXXaZe/v58+cVGRmpl156SR9++KFSU1NVWFioyZMny+FwaOLEibrppptks9l07tw5NWjQQNLPH0owL+o8PFHvqEjp4JiSkqKhQ4e697GqD8yM0OhnP/74o0aMGKHjx4+rfv36uuuuu9S1a9cybxq7d+9WUlKSHn30Ud1zzz06efKkpk6dqoKCAiUmJuqOO+5wv6m4xkjBvKjz8ES9oyqZmZmaNWuWYmJi9PzzzysyMlI2m416hqnx54yf1a9fX9dee62uuOIKxcXFKSsrSy+++KLuuece/f3vf9fp06fVtWtXjRo1SmvWrFFGRoYuuugivfzyyyooKNBXX31V5q9Q3lzMjzoPT9Q7KuKalL1jx47q3LmzDh8+7A6MEvUMc6OlMQCOHz+uxYsX68CBA2rXrp3uvPNOLV68WOnp6apXr54mT56svLw8bd68WSNHjtStt94q6cKcX1FRUYxnCkLUeXii3vFLP/30k1q2bClJeuaZZ3T8+HHNnTtX9evXD3DJAM8IjQHy008/acmSJUpLS9PQoUM1duxY7dy5U2vXrtXHH3+sjh076quvvlKvXr20evXqMi0ODIQPTtR5eKLe4ZKWlqbJkyera9euql+/vr7++mulpqaWGe8KmBkjqgOkZcuWmjRpkiwWi95++20VFBRoypQp6tWrl7Zs2aLvvvtO2dnZ2rlzpzZu3Kjbb7/d/bN8iAQn6jw8Ue9wad26tYYMGaIffvhB7dq102OPPaaOHTsGulhAtdHSGGDHjh3TkiVL9Nlnn2nQoEF65JFHJF0Y95KTk6N3331X999/Px8eIYQ6D0/UO1xKSkpksVi4SxpBh9BoAq4Pk88//1y/+c1v9NBDD5U7hm6q0EKdhyfqHUAwo3vaBFq0aKGJEydKkj788EPl5+dr5syZZY7hQyS0UOfhiXoHEMwIjSbRokULTZo0SWfPntXp06eZqysMUOfhiXoHEKzonjaZ3NxcNW7cWFarlQ+TMEGdhyfqHUCwITSaFEtJhR/qPDxR7wCCBaERAAAAHvHnLQAAADwiNAIAAMAjQiMAAAA8IjQCAADAI0IjAAAAPCI0AgAAwCNCIwAAADwiNAIAAMAjQiMAAAA8+v8BPyQo4PnCyeQAAAAASUVORK5CYII=\n",
+      "text/plain": [
+       "<Figure size 800x575 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig, axlist = mpf.plot(tdf,returnfig=True)\n",
+    "ax = axlist[0]\n",
+    "ax.scatter(x,y,s=200,marker='D')\n",
+    "mpf.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "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": "3.8.2"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/examples/scratch_pad/animation/gc.gif b/examples/scratch_pad/animation/gc.gif
new file mode 100644
index 00000000..79426248
Binary files /dev/null and b/examples/scratch_pad/animation/gc.gif differ
diff --git a/examples/scratch_pad/animation/gcmacd.gif b/examples/scratch_pad/animation/gcmacd.gif
new file mode 100644
index 00000000..a88e551d
Binary files /dev/null and b/examples/scratch_pad/animation/gcmacd.gif differ
diff --git a/examples/scratch_pad/animation/gcmacd2.gif b/examples/scratch_pad/animation/gcmacd2.gif
new file mode 100644
index 00000000..2b6e6c31
Binary files /dev/null and b/examples/scratch_pad/animation/gcmacd2.gif differ
diff --git a/examples/scratch_pad/animation/genvol.py b/examples/scratch_pad/animation/genvol.py
new file mode 100644
index 00000000..b28a54e4
--- /dev/null
+++ b/examples/scratch_pad/animation/genvol.py
@@ -0,0 +1,22 @@
+
+import random
+
+def gen_vol( numpoints, totalvol ):
+    rlist = []
+    for jj in range(0,num):
+        r = 0
+        for kk in range(0,3):
+            r += random.random()
+        rlist.append(r/3.0)
+    rlist
+    s = sum(rlist)
+    vol = []
+    for r in rlist:
+        vol.append((r/s)*tot)
+
+
+
+11/5/2019,3080.8,3083.95,3072.15,3074.62,585634570
+5 11/6/2019,3075.1,3078.34,3065.89,3076.78,544288522
+6 11/7/2019,3087.02,3097.77,3080.23,3085.18,566117910
+7 11/8/2019,3081.25,3093.09,3073.58,3093.08,460757054
diff --git a/examples/scratch_pad/animation/idaygcmacd.gif b/examples/scratch_pad/animation/idaygcmacd.gif
new file mode 100644
index 00000000..36da0ef7
Binary files /dev/null and b/examples/scratch_pad/animation/idaygcmacd.gif differ
diff --git a/examples/scratch_pad/animation/mpf_anim_iday_gif.py b/examples/scratch_pad/animation/mpf_anim_iday_gif.py
new file mode 100644
index 00000000..8873c357
--- /dev/null
+++ b/examples/scratch_pad/animation/mpf_anim_iday_gif.py
@@ -0,0 +1,98 @@
+'''
+This file contains a animation demo using mplfinance demonstating resampling
+of the data and re-displaying the most recent, partially resampled, candle.
+
+The idea for this example came from Issue #256
+(https://github.com/matplotlib/mplfinance/issues/256)
+
+The typical use-case is where the user has real-time data from an API,
+perhaps to the second, or minute, but wants to aggregate that data to 
+15 minutes per canlde, or maybe 30 minutes per candle. At the same time,
+during those 15 or 30 minutes, the user wants to see the most recent
+candle changing and developing as real-time data continues to come in.
+
+In the example presented in this file, the data is once per minute,
+with an aggregation of 15 minutes per candle.  But, for this *simulation*
+we set the animation rate to 250ms, which means we are getting 1 minute's
+worth of data from the API every 1/4 second. Thus, this simulation is
+running 240 times faster than real-time.
+
+In a real-life case, if we have data once per second, and want to aggregate
+15 minutes per candle, we would set the animation interval to something
+like 5000ms (once every 5 seconds) because a more frequent visualization
+might be impractical to watch or to use for decision making.
+
+PLEASE NOTE: In this example, we resample the *entire* data set with each
+animation cycle.  This is inefficient, but works fine for less than 5000
+data points or so.  For larger data sets it may be practical to cache
+the resampled data up to the last "full" candle, and only resample the
+data that contributes to the final candle (and append it to the cached
+resampled data).  If I have time, I will work up and example doing that.
+
+NOTE: Presently mplfinance does not support "blitting" (blitting makes animation
+more efficient).  Nonetheless, the animation is efficient enough to update at least
+once per second, and typically more frequently depending on the size of the plot.
+'''
+import pandas as pd
+import mplfinance as mpf
+import matplotlib.animation as animation
+
+## Class to simulate getting more data from API:
+
+class RealTimeAPI():
+    def __init__(self):
+        self.data_pointer = 0
+        self.data_frame = pd.read_csv('data/SP500_NOV2019_IDay.csv',index_col=0,parse_dates=True)
+        self.data_frame = self.data_frame.iloc[0:480,:]
+        self.df_len = len(self.data_frame)
+
+    def fetch_next(self):
+        r1 = self.data_pointer 
+        self.data_pointer += 1
+        if self.data_pointer >= self.df_len:
+            return None
+        return self.data_frame.iloc[r1:self.data_pointer,:]
+        
+    def initial_fetch(self):
+        if self.data_pointer > 0:
+            return
+        r1 = self.data_pointer 
+        self.data_pointer += int(0.3*self.df_len)
+        return self.data_frame.iloc[r1:self.data_pointer,:]
+
+rtapi = RealTimeAPI()
+
+resample_map ={'Open' :'first',
+               'High' :'max'  ,
+               'Low'  :'min'  ,
+               'Close':'last' }
+resample_period = '15T'
+
+df = rtapi.initial_fetch()
+rs = df.resample(resample_period).agg(resample_map).dropna()
+
+fig, axes = mpf.plot(rs,returnfig=True,figsize=(11,8),type='candle',title='\n\nGrowing Candle')
+ax = axes[0]
+
+def animate(ival):
+    global df
+    global rs
+    nxt = rtapi.fetch_next()
+    if nxt is None:
+        #print('no more data to plot')
+        #ani.event_source.interval *= 3
+        #if ani.event_source.interval > 12000:
+        exit()
+        #return
+    df = df.append(nxt)
+    rs = df.resample(resample_period).agg(resample_map).dropna()
+    ax.clear()
+    mpf.plot(rs,ax=ax,type='candle')
+
+ani = animation.FuncAnimation(fig, animate, interval=250)
+
+print('about to save')
+ani.save('gc.gif', writer='imagemagick',fps=4)
+print('DONE saving')
+
+mpf.show()
diff --git a/examples/scratch_pad/animation/mpf_anim_idaymacd_gif.py b/examples/scratch_pad/animation/mpf_anim_idaymacd_gif.py
new file mode 100644
index 00000000..a6348d48
--- /dev/null
+++ b/examples/scratch_pad/animation/mpf_anim_idaymacd_gif.py
@@ -0,0 +1,127 @@
+'''
+This file contains a animation demo using mplfinance "external axes mode",
+in which animate both the display of candlesticks as well as the display
+of MACD (Moving Average Convergence Divergence) visual analysis.
+
+In this example, instead of creating the Figure and Axes external to mplfiance,
+we allow mplfinance to create the Figure and Axes using its "panel method", and
+set kwarg `returnfig=True` so that mplfinance will return the Figure and Axes.
+
+We then take those Axes and pass them back into mplfinance ("external axes mode")
+as part of the animation.
+
+Note that presently mplfinance does not support "blitting" (blitting makes animation
+more efficient).  Nonetheless, the animation is efficient enough to update at least
+once per second, and typically more frequently depending on the size of the plot.
+'''
+import pandas as pd
+import mplfinance as mpf
+import matplotlib.animation as animation
+
+mpf.__version__
+
+## Class to simulate getting more data from API:
+
+class RealTimeAPI():
+    def __init__(self):
+        self.data_pointer = 0
+        self.data_frame = pd.read_csv('../../data/SP500_NOV2019_IDayRVol.csv',index_col=0,parse_dates=True)
+        #self.data_frame = self.data_frame.iloc[0:120,:]
+        self.df_len = len(self.data_frame)
+
+    def fetch_next(self):
+        r1 = self.data_pointer
+        self.data_pointer += 1
+        if self.data_pointer >= self.df_len:
+            return None
+        return self.data_frame.iloc[r1:self.data_pointer,:]
+
+    def initial_fetch(self,num):
+        if self.data_pointer > 0:
+            return
+        r1 = self.data_pointer
+        self.data_pointer += num
+        return self.data_frame.iloc[r1:self.data_pointer,:]
+
+rtapi = RealTimeAPI()
+
+# =======
+#  MACD:
+
+df = rtapi.initial_fetch(450)
+
+resample_map ={'Open'  :'first',
+               'High'  :'max'  ,
+               'Low'   :'min'  ,
+               'Close' :'last' ,
+               'Volume':'sum'  }
+
+resample_period = '5T'
+
+rs = df.resample(resample_period).agg(resample_map).dropna()
+
+exp12     = rs['Close'].ewm(span=12, adjust=False).mean()
+exp26     = rs['Close'].ewm(span=26, adjust=False).mean()
+macd      = exp12 - exp26
+signal    = macd.ewm(span=9, adjust=False).mean()
+histogram = macd - signal
+
+apds = [mpf.make_addplot(exp12,color='lime'),
+        mpf.make_addplot(exp26,color='c'),
+        mpf.make_addplot(histogram,type='bar',width=0.7,panel=1,
+                         color='dimgray',alpha=1,secondary_y=False),
+        mpf.make_addplot(macd,panel=1,color='fuchsia',secondary_y=True),
+        mpf.make_addplot(signal,panel=1,color='b',secondary_y=True),
+       ]
+
+s = mpf.make_mpf_style(base_mpf_style='classic',rc={'figure.facecolor':'lightgray'})
+
+fig, axes = mpf.plot(rs,type='candle',addplot=apds,figscale=1.5,figratio=(7,5),title='\n\nMACD',
+                     style=s,volume=True,volume_panel=2,panel_ratios=(6,3,2),returnfig=True)
+
+ax_main = axes[0]
+ax_emav = ax_main
+ax_hisg = axes[2]
+ax_macd = axes[3]
+ax_sign = ax_macd
+ax_volu = axes[4]
+
+
+def animate(ival):
+    global df, rs
+    nxt = rtapi.fetch_next()
+    if nxt is None:
+        print('no more data to plot')
+        exit()
+    df = df.append(nxt)
+    rs = df.resample(resample_period).agg(resample_map).dropna()
+    if len(rs) > 90:
+        rs = rs[-90:]
+    data = rs
+    exp12     = data['Close'].ewm(span=12, adjust=False).mean()
+    exp26     = data['Close'].ewm(span=26, adjust=False).mean()
+    macd      = exp12 - exp26
+    signal    = macd.ewm(span=9, adjust=False).mean()
+    histogram = macd - signal
+    apds = [mpf.make_addplot(exp12,color='lime',ax=ax_emav),
+            mpf.make_addplot(exp26,color='c',ax=ax_emav),
+            mpf.make_addplot(histogram,type='bar',width=0.7,
+                             color='dimgray',alpha=1,ax=ax_hisg),
+            mpf.make_addplot(macd,color='fuchsia',ax=ax_macd),
+            mpf.make_addplot(signal,color='b',ax=ax_sign),
+           ]
+
+    for ax in axes:
+        ax.clear()
+    mpf.plot(data,type='candle',addplot=apds,ax=ax_main,volume=ax_volu)
+
+ani = animation.FuncAnimation(fig,animate,interval=50)
+
+##  print('about to save')
+##  ani.save('idaygcmacd.gif', writer='imagemagick',fps=5)
+##  print('DONE saving')
+
+import matplotlib.pyplot as plt
+print('Backend: ',plt.get_backend())
+
+mpf.show()
diff --git a/examples/scratch_pad/animation/mpf_animation_demo1mod.py b/examples/scratch_pad/animation/mpf_animation_demo1mod.py
new file mode 100644
index 00000000..e4e038f4
--- /dev/null
+++ b/examples/scratch_pad/animation/mpf_animation_demo1mod.py
@@ -0,0 +1,36 @@
+'''
+This file contains a simple animation demo using mplfinance "external axes mode".
+
+Note that presently mplfinance does not support "blitting" (blitting makes animation
+more efficient).  Nonetheless, the animation is efficient enough to update at least
+once per second, and typically more frequently depending on the size of the plot.
+'''
+import pandas as pd
+import mplfinance as mpf
+import matplotlib.animation as animation
+
+idf = pd.read_csv('data/SPY_20110701_20120630_Bollinger.csv',index_col=0,parse_dates=True)
+idf.shape
+idf.head(3)
+idf.tail(3)
+df = idf.loc['2011-07-01':'2011-12-30',:]
+
+fig = mpf.figure(style='charles',figsize=(7,8))
+ax1 = fig.add_subplot(2,1,1)
+ax2 = fig.add_subplot(3,1,3)
+
+def animate(ival):
+    if (22+ival) > len(df):
+        print('no more data to plot')
+        ani.event_source.interval *= 3
+        if ani.event_source.interval > 12000:
+            exit()
+        return
+    data = df.iloc[0+ival:(22+ival)]
+    ax1.clear()
+    ax2.clear()
+    mpf.plot(data,ax=ax1,volume=ax2,type='ohlc')
+
+ani = animation.FuncAnimation(fig, animate, interval=250)
+
+mpf.show()
diff --git a/examples/scratch_pad/animation/mpf_animation_demo2mod.py b/examples/scratch_pad/animation/mpf_animation_demo2mod.py
new file mode 100644
index 00000000..b86d88ea
--- /dev/null
+++ b/examples/scratch_pad/animation/mpf_animation_demo2mod.py
@@ -0,0 +1,45 @@
+'''
+This file contains a simple animation demo using mplfinance "external axes mode".
+
+In this example, instead of creating the Figure and Axes external to mplfiance,
+we allow mplfinance to create the Figure and Axes using its "panel method", and
+set kwarg `returnfig=True` so that mplfinance will return the Figure and Axes.
+
+We then take those Axes and pass them back into mplfinance ("external axes mode")
+as part of the animation.
+
+Note that presently mplfinance does not support "blitting" (blitting makes animation
+more efficient).  Nonetheless, the animation is efficient enough to update at least
+once per second, and typically more frequently depending on the size of the plot.
+'''
+import pandas as pd
+import mplfinance as mpf
+import matplotlib.animation as animation
+
+idf = pd.read_csv('data/SPY_20110701_20120630_Bollinger.csv',index_col=0,parse_dates=True)
+
+df = idf.loc['2011-07-01':'2011-12-30',:]
+
+pkwargs=dict(type='candle',mav=(7,12))
+
+fig, axes = mpf.plot(df.iloc[0:22],returnfig=True,volume=True,
+                     figsize=(11,8),panel_ratios=(2,1),
+                     title='\n\nS&P 500 ETF',**pkwargs)
+ax1 = axes[0]
+ax2 = axes[2]
+
+def animate(ival):
+    if (20+ival) > len(df):
+        print('no more data to plot')
+        ani.event_source.interval *= 3
+        if ani.event_source.interval > 12000:
+            exit()
+        return
+    data = df.iloc[0+ival:(22+ival)]
+    ax1.clear()
+    ax2.clear()
+    mpf.plot(data,ax=ax1,volume=ax2,**pkwargs)
+
+ani = animation.FuncAnimation(fig, animate, interval=200)
+
+mpf.show()
diff --git a/examples/scratch_pad/find.valid.backends.py b/examples/scratch_pad/find.valid.backends.py
new file mode 100644
index 00000000..af753b55
--- /dev/null
+++ b/examples/scratch_pad/find.valid.backends.py
@@ -0,0 +1,60 @@
+from __future__ import print_function, division, absolute_import
+from pylab import *
+import time
+
+import matplotlib.backends
+import matplotlib.pyplot as p
+import os.path
+
+
+def is_backend_module(fname):
+    """Identifies if a filename is a matplotlib backend module"""
+    return fname.startswith('backend_') and fname.endswith('.py')
+
+def backend_fname_formatter(fname): 
+    """Removes the extension of the given filename, then takes away the leading 'backend_'."""
+    return os.path.splitext(fname)[0][8:]
+
+# get the directory where the backends live
+backends_dir = os.path.dirname(matplotlib.backends.__file__)
+
+# filter all files in that directory to identify all files which provide a backend
+backend_fnames = filter(is_backend_module, os.listdir(backends_dir))
+
+backends = [backend_fname_formatter(fname) for fname in backend_fnames]
+
+print("supported backends: \t" + str(backends))
+
+# validate backends
+backends_valid = []
+for b in backends:
+    try:
+        p.switch_backend(b)
+        backends_valid += [b]
+    except:
+        continue
+
+print("valid backends: \t" + str(backends_valid))
+
+
+# try backends performance
+for b in backends_valid:
+
+    ion()
+    try:
+        p.switch_backend(b)
+
+
+        clf()
+        tstart = time.time()               # for profiling
+        x = arange(0,2*pi,0.01)            # x-array
+        line, = plot(x,sin(x))
+        for i in arange(1,200):
+            line.set_ydata(sin(x+i/10.0))  # update the data
+            draw()                         # redraw the canvas
+
+        print(b + ' FPS: \t' , 200/(time.time()-tstart))
+        ioff()
+
+    except:
+        print(b + " error :(")
diff --git a/examples/scratch_pad/issue266_white_to_grey.py b/examples/scratch_pad/issue266_white_to_grey.py
new file mode 100644
index 00000000..0dc6292c
--- /dev/null
+++ b/examples/scratch_pad/issue266_white_to_grey.py
@@ -0,0 +1,18 @@
+import pandas as pd
+import mplfinance as mpf
+
+df = pd.read_csv('data/SPY_20110701_20120630_Bollinger.csv',index_col=0,parse_dates=True)
+df.shape
+df.head(3)
+df.tail(3)
+
+#kwargs=dict(style='mike',figscale=1.5,type='candle',width_adjuster_version='v0')
+kwargs=dict(style='mike',figscale=1.0,type='candle')#,update_width_config=dict(candle_linewidth=0.6))
+
+wcfg={}
+mpf.plot(df.iloc[0:100,:],**kwargs,block=False,return_width_config=wcfg)
+print('\nwcfg(100)=',wcfg)
+
+wcfg={}
+mpf.plot(df.iloc[0:250,:],**kwargs,block=True,return_width_config=wcfg)
+print('\nwcfg(250)=',wcfg)
diff --git a/examples/scratch_pad/issue296.a.py b/examples/scratch_pad/issue296.a.py
new file mode 100644
index 00000000..890b54e8
--- /dev/null
+++ b/examples/scratch_pad/issue296.a.py
@@ -0,0 +1,38 @@
+import pandas as pd
+import mplfinance as mpf
+import matplotlib
+import numpy as np
+
+print(matplotlib.__version__)
+print(matplotlib.get_backend())
+print(mpf.__version__)
+
+#idf = pd.read_csv('abc.csv',index_col=0,parse_dates=True)
+idf = pd.read_csv('../data/SPY_20110701_20120630_Bollinger.csv',index_col=0,parse_dates=True)
+idf.shape
+idf.head(3)
+idf.tail(3)
+df = idf.loc['2011-07-01':'2011-12-30',:]
+
+#  df.loc[:,'Volume'] *= (0.003*0.9869459423651993)
+#  df.loc[:,'Volume'] *= (0.003*0.9869459423651994)
+#  df.loc[:,'Volume'] *= (0.003*90000000000000.)
+#  df.loc[:,'Volume'] *= (0.003*90000000000.)
+#  df.loc[:,'Volume'] *= (0.003*90000000.)
+#  df.loc[:,'Volume'] *= (0.003*900000.)
+#  df.loc[:,'Volume'] *= (0.003*30000.)
+#  df.loc[:,'Volume'] *= (0.003*3000.)
+#  df.loc[:,'Volume'] *= (0.003*300.)
+#  df.loc[:,'Volume'] *= (0.003*30.)
+#  df.loc[:,'Volume'] *= (0.003*10.)
+#  df.loc[:,'Volume'] *= (0.003*1.0)
+#  df.loc[:,'Volume'] *= (0.003*0.1)
+#  df.loc[:,'Volume'] *= (0.003*0.01)
+df.loc[:,'Volume'] *= (0.003*0.001)
+
+vmin = np.nanmin(df.iloc[0:20]['Volume'])
+vmax = np.nanmax(df.iloc[0:20]['Volume'])
+
+print('vmin=',vmin,' vmax=',vmax)
+
+mpf.plot(df.iloc[0:20],volume=True,type='candle')
diff --git a/examples/scratch_pad/issue296.b.py b/examples/scratch_pad/issue296.b.py
new file mode 100644
index 00000000..efdcb88d
--- /dev/null
+++ b/examples/scratch_pad/issue296.b.py
@@ -0,0 +1,35 @@
+import pandas as pd
+import matplotlib
+print(matplotlib.__version__)
+print(matplotlib.get_backend())
+
+import matplotlib.pyplot as plt
+
+import mplfinance as mpf
+print(mpf.__version__)
+
+#idf = pd.read_csv('abc.csv',index_col=0,parse_dates=True)
+idf = pd.read_csv('../data/SPY_20110701_20120630_Bollinger.csv',index_col=0,parse_dates=True)
+idf.shape
+idf.head(3)
+idf.tail(3)
+df = idf.loc['2011-07-01':'2011-12-30',:]*1000000.
+
+x = [0,1,2,3,4,5,6,7,8,9]
+y = [n*1000000 for n in x]
+
+
+fig = plt.figure()
+
+ax  = fig.add_subplot(1,1,1)
+
+#ax.ticklabel_format(useOffset=False)
+ax.ticklabel_format(useOffset=False,scilimits=(5,5),axis='y')
+ax.ticklabel_format(useOffset=False,scilimits=(0,0),axis='x')
+#ax.yaxis.offsetText.set_visible(False)
+
+
+ax.plot(x,y)
+
+plt.show()
+
diff --git a/examples/scratch_pad/issue296.py b/examples/scratch_pad/issue296.py
new file mode 100644
index 00000000..1e238ae1
--- /dev/null
+++ b/examples/scratch_pad/issue296.py
@@ -0,0 +1,45 @@
+import pandas as pd
+import mplfinance as mpf
+import matplotlib.animation as animation
+import tkinter
+from matplotlib.backends.backend_tkagg import (
+    FigureCanvasTkAgg, NavigationToolbar2Tk)
+import matplotlib
+print(matplotlib.__version__)
+print(matplotlib.get_backend())
+
+import mplfinance as mpf
+print(mpf.__version__)
+
+#idf = pd.read_csv('abc.csv',index_col=0,parse_dates=True)
+idf = pd.read_csv('../data/SPY_20110701_20120630_Bollinger.csv',index_col=0,parse_dates=True)
+idf.shape
+idf.head(3)
+idf.tail(3)
+df = idf.loc['2011-07-01':'2011-12-30',:]
+
+fig = mpf.figure(style='yahoo', figsize=(7, 8))
+ax1 = fig.add_subplot(2,1,1)
+ax2 = fig.add_subplot(3,1,3)
+
+def animate(ival):
+    if (20+ival) > len(df):
+        print('no more data to plot')
+        ani.event_source.interval *= 3
+        if ani.event_source.interval > 12000:
+            exit()
+        return
+    #return
+    data = df.iloc[0:(20+ival)]
+    ax1.clear()
+    ax2.clear()
+    mpf.plot(data,ax=ax1,volume=ax2,type='candle')
+
+root = tkinter.Tk()
+canvas = FigureCanvasTkAgg(fig, master=root)  # A tk.DrawingArea.
+canvas.draw()
+canvas.get_tk_widget().pack(side=tkinter.TOP, fill=tkinter.BOTH, expand=1)
+ani = animation.FuncAnimation(fig, animate, interval=250)
+mpf.plot(df.iloc[0:20],ax=ax1,volume=ax2,type='candle')
+
+root.mainloop()
diff --git a/examples/scratch_pad/issues/issue#236_timezone_bug.ipynb b/examples/scratch_pad/issues/issue#236_timezone_bug.ipynb
new file mode 100644
index 00000000..820bbf2a
--- /dev/null
+++ b/examples/scratch_pad/issues/issue#236_timezone_bug.ipynb
@@ -0,0 +1,559 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# This allows multiple outputs from a single jupyter notebook cell:\n",
+    "from IPython.core.interactiveshell import InteractiveShell\n",
+    "InteractiveShell.ast_node_interactivity = \"all\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'1.0.5'"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "%matplotlib inline\n",
+    "import pandas as pd\n",
+    "pd.__version__  # for the record"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pickle\n",
+    "import mplfinance as fplt\n",
+    "import pandas as pd\n",
+    "df = pickle.load(open(\"issue236.df.data\", \"rb\"))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#df.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df = pd.read_csv('issue236.df.scratchdata',index_col=0,parse_dates=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "metadata": {},
+   "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;\">\n",
+       "      <th></th>\n",
+       "      <th>Open</th>\n",
+       "      <th>High</th>\n",
+       "      <th>Low</th>\n",
+       "      <th>Close</th>\n",
+       "      <th>Volume</th>\n",
+       "      <th>AdjClose</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Date</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>2020-08-11 04:00:00-04:00</th>\n",
+       "      <td>336.93</td>\n",
+       "      <td>337.13</td>\n",
+       "      <td>336.93</td>\n",
+       "      <td>337.05</td>\n",
+       "      <td>15800.0</td>\n",
+       "      <td>337.0059</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2020-08-11 04:01:00-04:00</th>\n",
+       "      <td>337.00</td>\n",
+       "      <td>337.04</td>\n",
+       "      <td>336.99</td>\n",
+       "      <td>336.99</td>\n",
+       "      <td>3330.0</td>\n",
+       "      <td>337.0265</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2020-08-11 04:02:00-04:00</th>\n",
+       "      <td>336.84</td>\n",
+       "      <td>336.85</td>\n",
+       "      <td>336.84</td>\n",
+       "      <td>336.85</td>\n",
+       "      <td>4378.0</td>\n",
+       "      <td>336.8499</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2020-08-11 04:04:00-04:00</th>\n",
+       "      <td>336.84</td>\n",
+       "      <td>336.84</td>\n",
+       "      <td>336.79</td>\n",
+       "      <td>336.79</td>\n",
+       "      <td>400.0</td>\n",
+       "      <td>336.8150</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2020-08-11 04:07:00-04:00</th>\n",
+       "      <td>336.88</td>\n",
+       "      <td>336.89</td>\n",
+       "      <td>336.88</td>\n",
+       "      <td>336.88</td>\n",
+       "      <td>40800.0</td>\n",
+       "      <td>336.8898</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                             Open    High     Low   Close   Volume  AdjClose\n",
+       "Date                                                                        \n",
+       "2020-08-11 04:00:00-04:00  336.93  337.13  336.93  337.05  15800.0  337.0059\n",
+       "2020-08-11 04:01:00-04:00  337.00  337.04  336.99  336.99   3330.0  337.0265\n",
+       "2020-08-11 04:02:00-04:00  336.84  336.85  336.84  336.85   4378.0  336.8499\n",
+       "2020-08-11 04:04:00-04:00  336.84  336.84  336.79  336.79    400.0  336.8150\n",
+       "2020-08-11 04:07:00-04:00  336.88  336.89  336.88  336.88  40800.0  336.8898"
+      ]
+     },
+     "execution_count": 31,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "DatetimeIndex(['2020-08-11 04:00:00-04:00', '2020-08-11 04:01:00-04:00',\n",
+       "               '2020-08-11 04:02:00-04:00', '2020-08-11 04:04:00-04:00',\n",
+       "               '2020-08-11 04:07:00-04:00'],\n",
+       "              dtype='datetime64[ns, pytz.FixedOffset(-240)]', name='Date', freq=None)"
+      ]
+     },
+     "execution_count": 38,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df.index"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array(['2020-08-11T08:00:00.000000000', '2020-08-11T08:01:00.000000000',\n",
+       "       '2020-08-11T08:02:00.000000000', '2020-08-11T08:04:00.000000000',\n",
+       "       '2020-08-11T08:07:00.000000000'], dtype='datetime64[ns]')"
+      ]
+     },
+     "execution_count": 39,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df.index.values"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "                             Open    High     Low   Close   Volume  AdjClose\n",
+      "Date                                                                        \n",
+      "2020-08-11 04:00:00-04:00  336.93  337.13  336.93  337.05  15800.0  337.0059\n",
+      "2020-08-11 04:01:00-04:00  337.00  337.04  336.99  336.99   3330.0  337.0265\n",
+      "2020-08-11 04:02:00-04:00  336.84  336.85  336.84  336.85   4378.0  336.8499\n",
+      "2020-08-11 04:04:00-04:00  336.84  336.84  336.79  336.79    400.0  336.8150\n",
+      "2020-08-11 04:07:00-04:00  336.88  336.89  336.88  336.88  40800.0  336.8898\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 600x431.25 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "print(df)\n",
+    "fplt.plot(df,type='candle',style='charles',title='SPY',ylabel='Price ($)',figscale=0.75)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Date\n",
+       "2020-08-11 04:00:00-04:00    337.05\n",
+       "2020-08-11 04:01:00-04:00    336.99\n",
+       "2020-08-11 04:02:00-04:00    336.85\n",
+       "2020-08-11 04:04:00-04:00    336.79\n",
+       "2020-08-11 04:07:00-04:00    336.88\n",
+       "Name: Close, dtype: float64"
+      ]
+     },
+     "execution_count": 36,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/dino/anaconda3/lib/python3.8/site-packages/pandas/plotting/_matplotlib/converter.py:256: MatplotlibDeprecationWarning: \n",
+      "The epoch2num function was deprecated in Matplotlib 3.3 and will be removed two minor releases later.\n",
+      "  base = dates.epoch2num(dt.asi8 / 1.0e9)\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<AxesSubplot:xlabel='Date'>"
+      ]
+     },
+     "execution_count": 36,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "sdf = df['Close']\n",
+    "sdf\n",
+    "sdf.plot()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array(['2020-08-11T08:00:00.000000000', '2020-08-11T08:01:00.000000000',\n",
+       "       '2020-08-11T08:02:00.000000000', '2020-08-11T08:04:00.000000000',\n",
+       "       '2020-08-11T08:07:00.000000000'], dtype='datetime64[ns]')"
+      ]
+     },
+     "execution_count": 37,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "array([337.05, 336.99, 336.85, 336.79, 336.88])"
+      ]
+     },
+     "execution_count": 37,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "x = df.index.values\n",
+    "y = df.Close.values\n",
+    "x\n",
+    "y"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[<matplotlib.lines.Line2D at 0x7f1e67405fd0>]"
+      ]
+     },
+     "execution_count": 28,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.plot(x,y)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "DatetimeIndex(['2020-08-11 04:00:00-04:00', '2020-08-11 04:01:00-04:00',\n",
+       "               '2020-08-11 04:02:00-04:00', '2020-08-11 04:04:00-04:00',\n",
+       "               '2020-08-11 04:07:00-04:00'],\n",
+       "              dtype='datetime64[ns, pytz.FixedOffset(-240)]', name='Date', freq=None)"
+      ]
+     },
+     "execution_count": 40,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "sdf.index"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 43,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "dts = sdf.index.to_pydatetime()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 45,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "numpy.ndarray"
+      ]
+     },
+     "execution_count": 45,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "array([datetime.datetime(2020, 8, 11, 4, 0, tzinfo=pytz.FixedOffset(-240)),\n",
+       "       datetime.datetime(2020, 8, 11, 4, 1, tzinfo=pytz.FixedOffset(-240)),\n",
+       "       datetime.datetime(2020, 8, 11, 4, 2, tzinfo=pytz.FixedOffset(-240)),\n",
+       "       datetime.datetime(2020, 8, 11, 4, 4, tzinfo=pytz.FixedOffset(-240)),\n",
+       "       datetime.datetime(2020, 8, 11, 4, 7, tzinfo=pytz.FixedOffset(-240))],\n",
+       "      dtype=object)"
+      ]
+     },
+     "execution_count": 45,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "type(dts)\n",
+    "dts"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 54,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "for ix, d in enumerate(dts):\n",
+    "    dts[ix] = d.replace(tzinfo=None)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 55,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([datetime.datetime(2020, 8, 11, 4, 0),\n",
+       "       datetime.datetime(2020, 8, 11, 4, 1),\n",
+       "       datetime.datetime(2020, 8, 11, 4, 2),\n",
+       "       datetime.datetime(2020, 8, 11, 4, 4),\n",
+       "       datetime.datetime(2020, 8, 11, 4, 7)], dtype=object)"
+      ]
+     },
+     "execution_count": 55,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "dts"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 56,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "x = dts\n",
+    "y = df.Close.values"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 57,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[<matplotlib.lines.Line2D at 0x7f1e6717e2e0>]"
+      ]
+     },
+     "execution_count": 57,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.plot(x,y)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "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": "3.8.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/examples/scratch_pad/issues/issue#241_loop_all_styles.ipynb b/examples/scratch_pad/issues/issue#241_loop_all_styles.ipynb
new file mode 100644
index 00000000..5f6b7e28
--- /dev/null
+++ b/examples/scratch_pad/issues/issue#241_loop_all_styles.ipynb
@@ -0,0 +1,369 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# This allows multiple outputs from a single jupyter notebook cell:\n",
+    "from IPython.core.interactiveshell import InteractiveShell\n",
+    "InteractiveShell.ast_node_interactivity = \"all\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'1.0.5'"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "%matplotlib inline\n",
+    "import pandas as pd\n",
+    "pd.__version__  # for the record"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(252, 9)"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "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;\">\n",
+       "      <th></th>\n",
+       "      <th>Open</th>\n",
+       "      <th>High</th>\n",
+       "      <th>Low</th>\n",
+       "      <th>Close</th>\n",
+       "      <th>Adj Close</th>\n",
+       "      <th>Volume</th>\n",
+       "      <th>UpperB</th>\n",
+       "      <th>LowerB</th>\n",
+       "      <th>PercentB</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Date</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>2011-07-01</th>\n",
+       "      <td>132.089996</td>\n",
+       "      <td>134.100006</td>\n",
+       "      <td>131.779999</td>\n",
+       "      <td>133.919998</td>\n",
+       "      <td>117.161659</td>\n",
+       "      <td>202385700</td>\n",
+       "      <td>132.373927</td>\n",
+       "      <td>125.316073</td>\n",
+       "      <td>1.219057</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2011-07-05</th>\n",
+       "      <td>133.779999</td>\n",
+       "      <td>134.080002</td>\n",
+       "      <td>133.389999</td>\n",
+       "      <td>133.809998</td>\n",
+       "      <td>117.065437</td>\n",
+       "      <td>165936000</td>\n",
+       "      <td>133.254297</td>\n",
+       "      <td>124.912703</td>\n",
+       "      <td>1.066618</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2011-07-06</th>\n",
+       "      <td>133.490005</td>\n",
+       "      <td>134.139999</td>\n",
+       "      <td>133.110001</td>\n",
+       "      <td>133.970001</td>\n",
+       "      <td>117.205429</td>\n",
+       "      <td>143331600</td>\n",
+       "      <td>134.040915</td>\n",
+       "      <td>124.627085</td>\n",
+       "      <td>0.992467</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                  Open        High         Low       Close   Adj Close  \\\n",
+       "Date                                                                     \n",
+       "2011-07-01  132.089996  134.100006  131.779999  133.919998  117.161659   \n",
+       "2011-07-05  133.779999  134.080002  133.389999  133.809998  117.065437   \n",
+       "2011-07-06  133.490005  134.139999  133.110001  133.970001  117.205429   \n",
+       "\n",
+       "               Volume      UpperB      LowerB  PercentB  \n",
+       "Date                                                     \n",
+       "2011-07-01  202385700  132.373927  125.316073  1.219057  \n",
+       "2011-07-05  165936000  133.254297  124.912703  1.066618  \n",
+       "2011-07-06  143331600  134.040915  124.627085  0.992467  "
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "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;\">\n",
+       "      <th></th>\n",
+       "      <th>Open</th>\n",
+       "      <th>High</th>\n",
+       "      <th>Low</th>\n",
+       "      <th>Close</th>\n",
+       "      <th>Adj Close</th>\n",
+       "      <th>Volume</th>\n",
+       "      <th>UpperB</th>\n",
+       "      <th>LowerB</th>\n",
+       "      <th>PercentB</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Date</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>2012-06-27</th>\n",
+       "      <td>132.419998</td>\n",
+       "      <td>133.429993</td>\n",
+       "      <td>131.970001</td>\n",
+       "      <td>133.169998</td>\n",
+       "      <td>118.980804</td>\n",
+       "      <td>108088000</td>\n",
+       "      <td>136.447962</td>\n",
+       "      <td>128.140042</td>\n",
+       "      <td>0.605441</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2012-06-28</th>\n",
+       "      <td>132.289993</td>\n",
+       "      <td>132.990005</td>\n",
+       "      <td>131.279999</td>\n",
+       "      <td>132.789993</td>\n",
+       "      <td>118.641281</td>\n",
+       "      <td>169242100</td>\n",
+       "      <td>136.500761</td>\n",
+       "      <td>128.219241</td>\n",
+       "      <td>0.551922</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2012-06-29</th>\n",
+       "      <td>135.199997</td>\n",
+       "      <td>136.270004</td>\n",
+       "      <td>134.850006</td>\n",
+       "      <td>136.100006</td>\n",
+       "      <td>121.598610</td>\n",
+       "      <td>212250900</td>\n",
+       "      <td>136.721010</td>\n",
+       "      <td>128.792993</td>\n",
+       "      <td>0.921670</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                  Open        High         Low       Close   Adj Close  \\\n",
+       "Date                                                                     \n",
+       "2012-06-27  132.419998  133.429993  131.970001  133.169998  118.980804   \n",
+       "2012-06-28  132.289993  132.990005  131.279999  132.789993  118.641281   \n",
+       "2012-06-29  135.199997  136.270004  134.850006  136.100006  121.598610   \n",
+       "\n",
+       "               Volume      UpperB      LowerB  PercentB  \n",
+       "Date                                                     \n",
+       "2012-06-27  108088000  136.447962  128.140042  0.605441  \n",
+       "2012-06-28  169242100  136.500761  128.219241  0.551922  \n",
+       "2012-06-29  212250900  136.721010  128.792993  0.921670  "
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "idf = pd.read_csv('../../data/SPY_20110701_20120630_Bollinger.csv',index_col=0,parse_dates=True)\n",
+    "#df = df.loc['2012-01-01':,:]\n",
+    "idf.shape\n",
+    "idf.head(3)\n",
+    "idf.tail(3)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "---\n",
+    "\n",
+    "#### Using this dataframe, we can of course plot a basic ohlc or candlestick plot:\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df = idf.loc['2011-08-15':'2011-11-30',:]\n",
+    "#df = idf.loc['2011-07-01':'2011-12-30',:]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 800x575 with 4 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import mplfinance as mpf\n",
+    "\n",
+    "mpf.plot(df,volume=True,style='sas')#,adjust_widths=False)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {
+    "scrolled": false
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Mpf_Figure size 1200x3600 with 12 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "g_style = mpf.available_styles()\n",
+    "\n",
+    "fig_style = mpf.make_mpf_style(base_mpf_style='default',figcolor='#3C8284')\n",
+    "\n",
+    "fig     = mpf.figure(figsize=(12,36),style=fig_style)\n",
+    "\n",
+    "for i, style in zip(range(1, 13), g_style):\n",
+    "    ax = fig.add_subplot(6, 2, i, style=style)\n",
+    "    mpf.plot(df, type='candle', mav=(5, 25), axtitle=style, ax=ax, xrotation=15)\n",
+    "\n",
+    "mpf.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "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": "3.8.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/examples/scratch_pad/issues/issue236.df.scratchdata b/examples/scratch_pad/issues/issue236.df.scratchdata
new file mode 100644
index 00000000..8cd12d00
--- /dev/null
+++ b/examples/scratch_pad/issues/issue236.df.scratchdata
@@ -0,0 +1,6 @@
+Date,Open,High,Low,Close,Volume,vwap
+2020-08-11 04:00:00-04:00,336.93,337.13,336.93,337.05,15800.0,337.0059
+2020-08-11 04:01:00-04:00,337.00,337.04,336.99,336.99,3330.0,337.0265
+2020-08-11 04:02:00-04:00,336.84,336.85,336.84,336.85,4378.0,336.8499
+2020-08-11 04:04:00-04:00,336.84,336.84,336.79,336.79,400.0,336.8150
+2020-08-11 04:07:00-04:00,336.88,336.89,336.88,336.88,40800.0,336.8898
diff --git a/examples/scratch_pad/issues/issue282/agri.xlsx b/examples/scratch_pad/issues/issue282/agri.xlsx
new file mode 100644
index 00000000..a3b32dca
Binary files /dev/null and b/examples/scratch_pad/issues/issue282/agri.xlsx differ
diff --git a/examples/scratch_pad/issues/issue282/dm_export_20000101_20201026.csv b/examples/scratch_pad/issues/issue282/dm_export_20000101_20201026.csv
new file mode 100644
index 00000000..57568c5d
--- /dev/null
+++ b/examples/scratch_pad/issues/issue282/dm_export_20000101_20201026.csv
@@ -0,0 +1,1087 @@
+MapDate,AreaOfInterest,None,D0,D1,D2,D3,D4,ValidStart,ValidEnd,StatisticFormatID
+20201020,TOTAL,"1,526,225.72","650,614.11","535,246.81","339,924.47","463,336.92","84,856.92",2020-10-20,2020-10-26,2
+20201013,TOTAL,"1,560,487.85","625,665.41","514,903.88","392,522.99","444,500.20","62,124.62",2020-10-13,2020-10-19,2
+20201006,TOTAL,"1,618,761.40","642,333.05","464,617.39","394,439.74","417,928.74","62,124.62",2020-10-06,2020-10-12,2
+20200929,TOTAL,"1,602,192.29","709,717.09","464,118.24","384,008.32","404,038.36","36,130.65",2020-09-29,2020-10-05,2
+20200922,TOTAL,"1,660,897.87","733,410.79","424,234.13","397,369.67","366,877.38","17,415.12",2020-09-22,2020-09-28,2
+20200915,TOTAL,"1,691,913.09","726,648.23","425,536.56","409,028.35","334,274.53","12,804.20",2020-09-15,2020-09-21,2
+20200908,TOTAL,"1,694,194.83","729,426.49","419,823.18","404,419.94","347,431.05","4,909.46",2020-09-08,2020-09-14,2
+20200901,TOTAL,"1,665,941.47","736,559.08","452,927.30","485,801.73","255,974.18","3,001.19",2020-09-01,2020-09-07,2
+20200825,TOTAL,"1,800,355.37","616,538.78","461,331.72","484,700.92","234,918.91","2,359.25",2020-08-25,2020-08-31,2
+20200818,TOTAL,"1,926,297.96","570,821.66","498,164.98","472,470.19","131,573.19",876.98,2020-08-18,2020-08-24,2
+20200811,TOTAL,"1,959,549.51","605,265.42","554,010.78","366,042.31","115,336.94",0.00,2020-08-11,2020-08-17,2
+20200804,TOTAL,"1,926,436.18","666,339.67","551,033.19","361,671.82","94,724.09",0.00,2020-08-04,2020-08-10,2
+20200728,TOTAL,"1,877,755.36","735,510.27","562,932.86","336,557.21","87,449.25",0.00,2020-07-28,2020-08-03,2
+20200721,TOTAL,"1,888,867.29","763,628.37","577,188.94","292,198.30","78,322.05",0.00,2020-07-21,2020-07-27,2
+20200714,TOTAL,"2,016,461.80","754,219.60","480,400.98","266,533.38","82,589.19",0.00,2020-07-14,2020-07-20,2
+20200707,TOTAL,"2,101,438.38","720,249.18","447,008.44","260,884.53","70,624.43",0.00,2020-07-07,2020-07-13,2
+20200630,TOTAL,"2,226,711.07","602,489.88","453,829.96","242,346.62","72,556.27","2,271.16",2020-06-30,2020-07-06,2
+20200623,TOTAL,"2,247,458.54","583,897.05","471,559.79","228,760.71","68,528.86",0.00,2020-06-23,2020-06-29,2
+20200616,TOTAL,"2,277,676.17","616,662.23","406,809.32","230,628.38","68,428.86",0.00,2020-06-16,2020-06-22,2
+20200609,TOTAL,"2,431,281.23","524,918.81","390,016.50","200,149.02","53,839.39",0.00,2020-06-09,2020-06-15,2
+20200602,TOTAL,"2,514,295.18","484,704.32","368,906.79","193,752.50","38,546.17",0.00,2020-06-02,2020-06-08,2
+20200526,TOTAL,"2,559,512.88","483,110.05","341,738.19","178,675.93","37,167.91",0.00,2020-05-26,2020-06-01,2
+20200519,TOTAL,"2,523,693.69","507,609.43","349,113.02","180,588.83","39,199.99",0.00,2020-05-19,2020-05-25,2
+20200512,TOTAL,"2,566,031.25","510,106.75","310,632.61","177,125.35","36,309.00",0.00,2020-05-12,2020-05-18,2
+20200505,TOTAL,"2,673,270.94","442,955.63","295,458.41","159,229.71","29,290.26",0.00,2020-05-05,2020-05-11,2
+20200428,TOTAL,"2,736,119.88","420,299.83","273,740.09","156,161.54","13,883.62",0.00,2020-04-28,2020-05-04,2
+20200421,TOTAL,"2,790,160.24","368,136.19","272,094.03","155,065.19","14,749.30",0.00,2020-04-21,2020-04-27,2
+20200414,TOTAL,"2,830,342.63","332,860.58","306,387.41","125,846.08","4,399.64",368.62,2020-04-14,2020-04-20,2
+20200407,TOTAL,"2,832,127.40","320,576.13","361,904.30","78,955.41","6,273.10",368.62,2020-04-07,2020-04-13,2
+20200331,TOTAL,"2,841,185.88","321,449.28","346,114.47","76,950.62","13,581.21",923.49,2020-03-31,2020-04-06,2
+20200324,TOTAL,"2,845,725.43","398,081.26","271,290.26","73,340.80","10,843.72",923.49,2020-03-24,2020-03-30,2
+20200317,TOTAL,"2,850,209.32","370,923.12","291,816.56","68,802.31","17,688.54",765.11,2020-03-17,2020-03-23,2
+20200310,TOTAL,"2,868,961.10","344,325.00","308,687.07","62,662.37","15,569.43",0.00,2020-03-10,2020-03-16,2
+20200303,TOTAL,"2,847,824.06","405,654.88","271,150.26","60,006.34","15,569.43",0.00,2020-03-03,2020-03-09,2
+20200225,TOTAL,"2,870,958.34","423,334.65","238,240.95","60,606.80","7,064.21",0.00,2020-02-25,2020-03-02,2
+20200218,TOTAL,"2,846,044.00","466,477.01","212,541.68","68,078.06","7,064.21",0.00,2020-02-18,2020-02-24,2
+20200211,TOTAL,"2,816,124.98","464,843.78","241,676.35","72,591.91","4,967.94",0.00,2020-02-11,2020-02-17,2
+20200204,TOTAL,"2,769,531.62","511,132.04","245,499.20","71,884.53","2,157.57",0.00,2020-02-04,2020-02-10,2
+20200128,TOTAL,"2,740,113.13","528,829.58","259,074.44","70,663.38","1,524.43",0.00,2020-01-28,2020-02-03,2
+20200121,TOTAL,"2,814,757.54","439,936.03","243,449.40","99,953.99","2,108.00",0.00,2020-01-21,2020-01-27,2
+20200114,TOTAL,"2,861,659.47","410,306.98","234,163.72","90,624.76","3,450.04",0.00,2020-01-14,2020-01-20,2
+20200107,TOTAL,"2,836,115.56","421,085.66","245,714.95","93,712.31","3,562.50",13.98,2020-01-07,2020-01-13,2
+20191231,TOTAL,"2,827,348.76","429,694.67","227,700.57","113,443.39","2,003.59",13.98,2019-12-31,2020-01-06,2
+20191224,TOTAL,"2,784,310.97","439,604.27","250,179.38","122,942.85","3,153.51",13.98,2019-12-24,2019-12-30,2
+20191217,TOTAL,"2,741,219.47","472,456.39","263,667.99","119,693.61","3,153.51",13.98,2019-12-17,2019-12-23,2
+20191210,TOTAL,"2,709,878.19","549,703.40","206,491.90","130,963.98","3,153.51",13.98,2019-12-10,2019-12-16,2
+20191203,TOTAL,"2,593,347.55","649,959.98","218,288.95","135,451.18","3,157.30",0.00,2019-12-03,2019-12-09,2
+20191126,TOTAL,"2,552,116.03","618,033.95","257,280.11","167,103.48","5,671.39",0.00,2019-11-26,2019-12-02,2
+20191119,TOTAL,"2,648,791.53","512,205.93","264,916.25","168,619.86","5,671.39",0.00,2019-11-19,2019-11-25,2
+20191112,TOTAL,"2,641,449.47","493,610.47","287,611.47","175,968.40","1,565.15",0.00,2019-11-12,2019-11-18,2
+20191105,TOTAL,"2,700,357.47","404,813.13","304,900.14","174,154.30","15,979.91",0.00,2019-11-05,2019-11-11,2
+20191029,TOTAL,"2,525,508.01","513,592.06","326,840.93","218,739.88","15,524.07",0.00,2019-10-29,2019-11-04,2
+20191022,TOTAL,"2,412,688.98","526,442.08","392,882.12","240,338.69","27,853.09",0.00,2019-10-22,2019-10-28,2
+20191015,TOTAL,"2,338,806.88","594,818.33","378,994.14","243,068.41","44,517.19",0.00,2019-10-15,2019-10-21,2
+20191008,TOTAL,"2,424,642.84","531,702.62","404,115.79","198,481.16","41,262.55",0.00,2019-10-08,2019-10-14,2
+20191001,TOTAL,"2,345,600.02","643,961.60","419,766.65","161,914.21","28,962.47",0.00,2019-10-01,2019-10-07,2
+20190924,TOTAL,"2,319,773.15","696,003.70","450,612.87","119,234.98","14,580.26",0.00,2019-09-24,2019-09-30,2
+20190917,TOTAL,"2,429,070.05","677,141.42","353,417.10","122,217.64","18,358.75",0.00,2019-09-17,2019-09-23,2
+20190910,TOTAL,"2,493,934.24","592,267.97","389,396.53","106,502.47","18,103.75",0.00,2019-09-10,2019-09-16,2
+20190903,TOTAL,"2,527,021.88","665,130.53","323,850.85","69,391.99","14,809.71",0.00,2019-09-03,2019-09-09,2
+20190827,TOTAL,"2,563,361.57","658,056.60","295,667.83","69,258.11","13,860.86",0.00,2019-08-27,2019-09-02,2
+20190820,TOTAL,"2,606,954.95","707,016.04","221,716.72","55,280.46","9,236.79",0.00,2019-08-20,2019-08-26,2
+20190813,TOTAL,"2,689,302.19","666,467.59","194,842.14","43,874.24","5,718.79",0.00,2019-08-13,2019-08-19,2
+20190806,TOTAL,"2,738,093.10","660,869.08","172,447.30","23,633.82","5,161.65",0.00,2019-08-06,2019-08-12,2
+20190730,TOTAL,"2,777,807.67","572,809.98","202,375.15","42,030.77","5,181.40",0.00,2019-07-30,2019-08-05,2
+20190723,TOTAL,"2,861,939.48","501,186.55","189,179.56","42,717.97","5,181.40",0.00,2019-07-23,2019-07-29,2
+20190716,TOTAL,"2,895,224.98","468,608.09","205,185.15","26,024.94","5,161.80",0.00,2019-07-16,2019-07-22,2
+20190709,TOTAL,"2,903,912.55","565,474.58","101,492.62","24,163.41","5,161.80",0.00,2019-07-09,2019-07-15,2
+20190702,TOTAL,"3,222,198.77","261,026.90","89,200.90","22,616.58","5,161.80",0.00,2019-07-02,2019-07-08,2
+20190625,TOTAL,"3,217,532.71","263,084.06","90,203.37","24,223.01","5,161.80",0.00,2019-06-25,2019-07-01,2
+20190618,TOTAL,"3,198,640.73","258,003.20","115,848.93","22,550.29","5,161.80",0.00,2019-06-18,2019-06-24,2
+20190611,TOTAL,"3,241,670.89","214,818.63","124,315.51","14,238.12","5,161.80",0.00,2019-06-11,2019-06-17,2
+20190604,TOTAL,"3,170,210.04","250,913.98","153,716.46","20,215.88","5,148.59",0.00,2019-06-04,2019-06-10,2
+20190528,TOTAL,"3,194,754.90","285,667.04","109,873.49","4,760.94","5,148.59",0.00,2019-05-28,2019-06-03,2
+20190521,TOTAL,"3,276,447.65","226,077.30","87,873.27","4,705.58","5,101.16",0.00,2019-05-21,2019-05-27,2
+20190514,TOTAL,"3,294,283.94","218,953.14","80,262.44","6,705.43",0.00,0.00,2019-05-14,2019-05-20,2
+20190507,TOTAL,"3,264,475.92","244,590.51","84,029.66","7,108.87",0.00,0.00,2019-05-07,2019-05-13,2
+20190430,TOTAL,"3,225,061.47","280,240.06","76,607.80","18,295.63",0.00,0.00,2019-04-30,2019-05-06,2
+20190423,TOTAL,"3,187,940.07","319,515.53","73,283.57","19,465.78",0.00,0.00,2019-04-23,2019-04-29,2
+20190416,TOTAL,"3,134,461.69","329,502.61","105,460.55","30,780.10",0.00,0.00,2019-04-16,2019-04-22,2
+20190409,TOTAL,"3,013,977.01","430,881.57","124,566.29","30,780.10",0.00,0.00,2019-04-09,2019-04-15,2
+20190402,TOTAL,"2,937,364.92","467,298.51","157,839.87","37,701.66",0.00,0.00,2019-04-02,2019-04-08,2
+20190326,TOTAL,"3,005,059.84","426,427.53","131,638.75","37,078.84",0.00,0.00,2019-03-26,2019-04-01,2
+20190319,TOTAL,"2,998,410.36","435,147.09","120,112.18","36,689.04","9,846.29",0.00,2019-03-19,2019-03-25,2
+20190312,TOTAL,"2,901,683.58","481,423.12","153,320.59","47,978.51","14,734.72","1,064.44",2019-03-12,2019-03-18,2
+20190305,TOTAL,"2,765,694.89","458,728.47","280,430.20","79,552.23","14,734.72","1,064.44",2019-03-05,2019-03-11,2
+20190226,TOTAL,"2,757,854.78","459,088.62","256,229.52","110,447.91","15,519.70","1,064.44",2019-02-26,2019-03-04,2
+20190219,TOTAL,"2,661,441.13","467,895.85","290,646.96","140,103.49","38,170.87","1,946.66",2019-02-19,2019-02-25,2
+20190212,TOTAL,"2,590,364.72","521,478.70","294,427.65","136,464.22","55,523.01","1,946.66",2019-02-12,2019-02-18,2
+20190205,TOTAL,"2,650,731.42","458,646.23","282,031.24","151,104.18","52,779.65","4,912.24",2019-02-05,2019-02-11,2
+20190129,TOTAL,"2,660,808.42","425,610.43","304,647.94","151,456.86","53,042.31","4,639.00",2019-01-29,2019-02-04,2
+20190122,TOTAL,"2,624,893.12","360,224.96","366,800.70","188,897.30","54,749.88","4,639.00",2019-01-22,2019-01-28,2
+20190115,TOTAL,"2,613,777.44","320,699.46","358,307.33","214,379.03","59,581.64","33,460.06",2019-01-15,2019-01-21,2
+20190108,TOTAL,"2,645,052.37","290,125.99","343,292.62","227,014.58","61,259.34","33,460.06",2019-01-08,2019-01-14,2
+20190101,TOTAL,"2,630,495.34","296,698.42","344,250.59","229,717.84","64,839.35","34,203.42",2019-01-01,2019-01-07,2
+20181225,TOTAL,"2,539,005.18","370,566.33","348,336.53","241,655.20","66,030.78","34,610.93",2018-12-25,2018-12-31,2
+20181218,TOTAL,"2,564,522.19","338,389.38","348,334.52","237,060.70","77,287.24","34,610.93",2018-12-18,2018-12-24,2
+20181211,TOTAL,"2,574,966.97","329,156.21","347,122.91","236,102.01","77,580.76","35,276.09",2018-12-11,2018-12-17,2
+20181204,TOTAL,"2,583,580.50","335,927.06","327,588.04","239,030.67","78,777.88","35,300.80",2018-12-04,2018-12-10,2
+20181127,TOTAL,"2,541,833.69","356,978.85","345,892.14","226,869.62","88,936.77","39,693.89",2018-11-27,2018-12-03,2
+20181120,TOTAL,"2,554,548.18","357,873.42","331,186.11","227,275.81","89,627.55","39,693.89",2018-11-20,2018-11-26,2
+20181113,TOTAL,"2,508,492.53","448,310.55","283,647.15","230,916.20","89,144.64","39,693.89",2018-11-13,2018-11-19,2
+20181106,TOTAL,"2,493,424.04","454,292.16","284,921.94","237,625.92","89,691.53","40,249.37",2018-11-06,2018-11-12,2
+20181030,TOTAL,"2,465,500.17","459,309.73","285,648.12","249,785.43","99,437.90","40,523.61",2018-10-30,2018-11-05,2
+20181023,TOTAL,"2,419,190.84","448,156.38","322,815.07","265,812.65","103,706.40","40,523.61",2018-10-23,2018-10-29,2
+20181016,TOTAL,"2,412,791.08","450,381.15","318,594.17","269,635.02","108,279.93","40,523.61",2018-10-16,2018-10-22,2
+20181009,TOTAL,"2,263,139.25","535,684.19","356,138.87","275,316.36","126,371.63","43,554.65",2018-10-09,2018-10-15,2
+20181002,TOTAL,"2,141,172.49","574,221.33","360,562.90","305,509.31","166,618.65","52,120.29",2018-10-02,2018-10-08,2
+20180925,TOTAL,"2,111,063.61","586,972.77","364,921.98","312,012.99","173,113.31","52,120.29",2018-09-25,2018-10-01,2
+20180918,TOTAL,"2,059,325.46","599,110.72","432,103.35","292,669.47","169,558.14","47,437.83",2018-09-18,2018-09-24,2
+20180911,TOTAL,"2,054,348.78","617,387.39","426,065.16","295,459.17","162,525.87","44,418.59",2018-09-11,2018-09-17,2
+20180904,TOTAL,"1,954,139.65","598,676.46","479,908.55","340,531.45","182,288.84","44,660.00",2018-09-04,2018-09-10,2
+20180828,TOTAL,"1,889,210.83","659,910.06","468,045.11","357,521.07","178,829.92","46,687.96",2018-08-28,2018-09-03,2
+20180821,TOTAL,"1,847,021.80","681,764.02","496,258.23","348,375.71","178,722.68","48,062.51",2018-08-21,2018-08-27,2
+20180814,TOTAL,"1,819,504.84","675,665.58","502,730.50","357,682.68","193,458.92","51,162.44",2018-08-14,2018-08-20,2
+20180807,TOTAL,"1,936,092.75","575,852.00","454,516.30","365,299.89","219,849.26","48,594.75",2018-08-07,2018-08-13,2
+20180731,TOTAL,"1,925,904.13","632,033.77","458,441.29","327,823.36","207,566.85","48,435.57",2018-07-31,2018-08-06,2
+20180724,TOTAL,"1,950,273.86","664,870.90","403,907.98","320,898.43","211,603.30","48,650.50",2018-07-24,2018-07-30,2
+20180717,TOTAL,"2,053,749.56","599,375.78","442,314.57","245,337.56","202,954.95","56,472.54",2018-07-17,2018-07-23,2
+20180710,TOTAL,"2,099,050.71","587,710.91","418,455.36","229,302.13","208,683.23","57,002.63",2018-07-10,2018-07-16,2
+20180703,TOTAL,"2,086,788.34","619,522.85","393,338.51","250,038.38","193,873.66","56,643.22",2018-07-03,2018-07-09,2
+20180626,TOTAL,"2,096,557.70","637,875.07","386,767.39","230,014.82","193,566.48","55,423.50",2018-06-26,2018-07-02,2
+20180619,TOTAL,"2,144,425.89","639,836.69","318,376.29","249,948.30","192,470.04","55,147.75",2018-06-19,2018-06-25,2
+20180612,TOTAL,"2,152,960.93","609,316.60","327,595.97","232,268.08","218,606.58","59,456.79",2018-06-12,2018-06-18,2
+20180605,TOTAL,"2,194,837.68","590,616.27","302,675.69","237,541.53","214,160.82","61,535.48",2018-06-05,2018-06-11,2
+20180529,TOTAL,"2,307,412.61","498,118.13","285,804.01","230,965.04","215,084.04","62,821.13",2018-05-29,2018-06-04,2
+20180522,TOTAL,"2,285,659.84","511,013.06","296,946.66","224,035.15","210,474.10","72,076.15",2018-05-22,2018-05-28,2
+20180515,TOTAL,"2,165,140.11","584,485.96","347,960.48","216,841.23","211,441.22","74,335.96",2018-05-15,2018-05-21,2
+20180508,TOTAL,"2,201,377.14","566,530.48","353,341.44","198,723.20","210,754.07","69,478.62",2018-05-08,2018-05-14,2
+20180501,TOTAL,"2,251,912.00","487,984.41","369,469.19","223,380.68","201,141.62","66,317.05",2018-05-01,2018-05-07,2
+20180424,TOTAL,"2,259,963.96","468,301.86","380,155.95","236,088.72","196,550.35","59,144.12",2018-04-24,2018-04-30,2
+20180417,TOTAL,"2,250,195.41","466,650.85","392,216.54","245,053.48","194,766.64","51,322.04",2018-04-17,2018-04-23,2
+20180410,TOTAL,"2,139,218.67","552,384.29","406,738.08","257,973.29","204,268.26","39,622.37",2018-04-10,2018-04-16,2
+20180403,TOTAL,"2,107,824.74","591,873.88","408,124.58","264,085.44","210,283.21","18,013.11",2018-04-03,2018-04-09,2
+20180327,TOTAL,"1,998,933.65","660,360.50","448,936.72","273,600.75","201,777.07","16,596.27",2018-03-27,2018-04-02,2
+20180320,TOTAL,"1,976,382.80","675,162.23","446,677.97","308,944.27","187,055.47","5,982.21",2018-03-20,2018-03-26,2
+20180313,TOTAL,"1,878,127.12","773,074.54","458,611.32","319,770.99","164,638.77","5,982.21",2018-03-13,2018-03-19,2
+20180306,TOTAL,"1,867,177.73","798,510.65","468,285.18","317,557.28","145,127.11","3,547.01",2018-03-06,2018-03-12,2
+20180227,TOTAL,"1,801,320.27","857,468.99","510,885.02","333,639.33","96,891.35",0.00,2018-02-27,2018-03-05,2
+20180220,TOTAL,"1,661,671.72","841,253.20","563,040.25","437,331.29","96,908.49",0.00,2018-02-20,2018-02-26,2
+20180213,TOTAL,"1,623,179.39","883,746.19","550,667.12","453,568.37","89,043.89",0.00,2018-02-13,2018-02-19,2
+20180206,TOTAL,"1,428,845.30","978,524.66","638,168.08","476,586.12","78,080.79",0.00,2018-02-06,2018-02-12,2
+20180130,TOTAL,"1,370,794.50","1,073,613.97","638,143.77","465,958.07","51,694.64",0.00,2018-01-30,2018-02-05,2
+20180123,TOTAL,"1,718,792.07","816,664.76","655,795.24","381,987.65","26,965.24",0.00,2018-01-23,2018-01-29,2
+20180116,TOTAL,"1,764,071.57","841,862.25","692,615.75","282,347.73","19,307.66",0.00,2018-01-16,2018-01-22,2
+20180109,TOTAL,"1,857,928.22","777,120.97","703,531.94","247,709.26","13,914.58",0.00,2018-01-09,2018-01-15,2
+20180102,TOTAL,"1,926,908.58","838,719.37","610,051.46","199,511.94","25,013.61",0.00,2018-01-02,2018-01-08,2
+20171226,TOTAL,"1,952,393.22","853,345.99","645,463.18","123,936.99","25,065.57",0.00,2017-12-26,2018-01-01,2
+20171219,TOTAL,"1,890,565.52","921,021.28","578,937.60","171,200.63","38,479.93",0.00,2017-12-19,2017-12-25,2
+20171212,TOTAL,"1,945,851.80","935,777.57","523,423.75","141,580.13","53,571.71",0.00,2017-12-12,2017-12-18,2
+20171205,TOTAL,"2,165,168.77","702,668.73","552,106.41","143,216.19","37,044.86",0.00,2017-12-05,2017-12-11,2
+20171128,TOTAL,"2,314,073.72","648,627.42","490,237.28","116,317.11","30,949.43",0.00,2017-11-28,2017-12-04,2
+20171121,TOTAL,"2,489,719.38","645,568.83","339,809.72","102,495.21","22,611.81",0.00,2017-11-21,2017-11-27,2
+20171114,TOTAL,"2,543,468.91","662,281.96","288,237.87","83,604.40","22,611.81",0.00,2017-11-14,2017-11-20,2
+20171107,TOTAL,"2,609,445.00","627,898.69","274,881.58","65,229.33","22,750.36",0.00,2017-11-07,2017-11-13,2
+20171031,TOTAL,"2,587,961.30","649,932.90","281,262.70","54,427.26","26,620.81",0.00,2017-10-31,2017-11-06,2
+20171024,TOTAL,"2,501,593.74","735,842.68","284,358.10","51,789.62","26,620.81",0.00,2017-10-24,2017-10-30,2
+20171017,TOTAL,"2,458,676.58","761,817.58","289,193.62","65,649.05","24,868.12",0.00,2017-10-17,2017-10-23,2
+20171010,TOTAL,"2,449,060.92","722,193.02","306,807.73","90,224.91","23,890.52","8,027.86",2017-10-10,2017-10-16,2
+20171003,TOTAL,"2,425,603.62","738,403.25","293,052.60","101,165.95","26,994.68","14,984.87",2017-10-03,2017-10-09,2
+20170926,TOTAL,"2,483,396.91","697,213.41","268,629.70","79,978.06","44,906.63","26,080.25",2017-09-26,2017-10-02,2
+20170919,TOTAL,"2,485,577.01","644,244.13","300,970.41","97,532.23","45,801.05","26,080.13",2017-09-19,2017-09-25,2
+20170912,TOTAL,"2,577,484.98","534,958.59","299,118.49","94,462.14","55,713.23","38,467.53",2017-09-12,2017-09-18,2
+20170905,TOTAL,"2,641,894.55","546,923.83","232,116.13","94,290.42","46,512.50","38,467.53",2017-09-05,2017-09-11,2
+20170829,TOTAL,"2,672,755.60","567,533.29","186,247.11","93,837.85","43,440.02","36,391.09",2017-08-29,2017-09-04,2
+20170822,TOTAL,"2,706,848.93","525,034.29","202,499.53","92,837.98","55,251.16","17,733.06",2017-08-22,2017-08-28,2
+20170815,TOTAL,"2,688,230.21","566,998.52","183,833.97","87,354.71","52,725.38","21,062.16",2017-08-15,2017-08-21,2
+20170808,TOTAL,"2,510,042.04","743,500.86","184,119.28","91,123.11","48,574.06","22,845.61",2017-08-08,2017-08-14,2
+20170801,TOTAL,"2,447,843.37","754,890.79","239,486.58","79,811.35","55,327.27","22,845.61",2017-08-01,2017-08-07,2
+20170725,TOTAL,"2,385,048.34","841,546.88","217,062.07","77,649.29","56,052.76","22,845.61",2017-07-25,2017-07-31,2
+20170718,TOTAL,"2,477,886.14","761,376.32","217,427.32","74,065.13","62,699.09","6,750.96",2017-07-18,2017-07-24,2
+20170711,TOTAL,"2,719,798.41","552,872.92","197,930.03","63,622.11","65,981.49",0.00,2017-07-11,2017-07-17,2
+20170704,TOTAL,"2,742,717.83","564,866.02","177,237.43","72,395.00","42,988.67",0.00,2017-07-04,2017-07-10,2
+20170627,TOTAL,"2,764,977.05","556,287.39","180,870.18","68,788.03","29,282.30",0.00,2017-06-27,2017-07-03,2
+20170620,TOTAL,"2,791,673.36","549,313.59","195,223.90","47,557.48","16,436.63",0.00,2017-06-20,2017-06-26,2
+20170613,TOTAL,"2,798,608.24","547,548.75","206,752.08","47,295.88",0.00,0.00,2017-06-13,2017-06-19,2
+20170606,TOTAL,"2,891,020.50","439,137.52","232,417.56","37,629.38",0.00,0.00,2017-06-06,2017-06-12,2
+20170530,TOTAL,"2,854,737.66","584,873.87","126,775.27","25,334.09","8,484.07",0.00,2017-05-30,2017-06-05,2
+20170523,TOTAL,"2,976,036.64","486,466.42","101,086.20","24,159.44","12,456.26",0.00,2017-05-23,2017-05-29,2
+20170516,TOTAL,"2,906,735.96","523,126.80","128,838.03","28,554.17","12,950.00",0.00,2017-05-16,2017-05-22,2
+20170509,TOTAL,"2,950,633.54","490,694.41","119,103.93","31,457.32","8,315.77",0.00,2017-05-09,2017-05-15,2
+20170502,TOTAL,"2,974,637.12","474,156.52","111,620.97","36,013.03","3,777.32",0.00,2017-05-02,2017-05-08,2
+20170425,TOTAL,"2,749,728.10","664,852.71","152,394.49","32,265.02",964.63,0.00,2017-04-25,2017-05-01,2
+20170418,TOTAL,"2,590,678.49","760,771.83","204,191.97","41,894.15","2,668.51",0.00,2017-04-18,2017-04-24,2
+20170411,TOTAL,"2,600,423.60","752,056.40","203,422.92","41,633.52","2,668.51",0.00,2017-04-11,2017-04-17,2
+20170404,TOTAL,"2,519,040.85","783,781.56","251,153.96","43,114.36","3,114.22",0.00,2017-04-04,2017-04-10,2
+20170328,TOTAL,"2,344,177.30","827,238.78","342,893.14","79,604.97","6,290.77",0.00,2017-03-28,2017-04-03,2
+20170321,TOTAL,"2,324,293.79","793,810.97","369,629.74","99,484.07","12,986.38",0.00,2017-03-21,2017-03-27,2
+20170314,TOTAL,"2,456,183.39","685,324.18","339,863.28","104,241.99","14,592.12",0.00,2017-03-14,2017-03-20,2
+20170307,TOTAL,"2,428,044.45","722,463.08","329,508.52","104,160.78","16,028.12",0.00,2017-03-07,2017-03-13,2
+20170228,TOTAL,"2,377,034.93","799,319.67","313,273.44","95,908.42","14,668.50",0.00,2017-02-28,2017-03-06,2
+20170221,TOTAL,"2,463,728.93","721,649.73","315,238.03","89,466.31","10,121.95",0.00,2017-02-21,2017-02-27,2
+20170214,TOTAL,"2,591,878.50","600,592.90","312,304.73","84,849.56","10,579.27",0.00,2017-02-14,2017-02-20,2
+20170207,TOTAL,"2,612,098.22","558,922.90","327,067.31","91,831.52","10,285.00",0.00,2017-02-07,2017-02-13,2
+20170131,TOTAL,"2,582,959.18","579,637.07","322,371.78","102,902.31","12,334.62",0.00,2017-01-31,2017-02-06,2
+20170124,TOTAL,"2,557,988.51","557,219.47","351,096.68","120,534.64","13,365.65",0.00,2017-01-24,2017-01-30,2
+20170117,TOTAL,"2,348,408.02","672,512.78","375,542.07","131,904.03","68,465.22","3,372.84",2017-01-17,2017-01-23,2
+20170110,TOTAL,"2,283,691.08","689,941.70","387,187.59","161,017.00","74,994.75","3,372.84",2017-01-10,2017-01-16,2
+20170103,TOTAL,"2,149,455.04","772,898.59","418,259.00","164,953.42","65,688.39","28,950.51",2017-01-03,2017-01-09,2
+20161227,TOTAL,"2,019,253.52","857,722.96","419,654.23","167,380.52","81,747.53","54,446.19",2016-12-27,2017-01-02,2
+20161220,TOTAL,"1,898,911.41","854,032.12","528,494.05","181,074.09","80,970.45","56,722.84",2016-12-20,2016-12-26,2
+20161213,TOTAL,"1,915,585.00","787,053.01","509,641.59","236,821.11","91,235.09","59,869.15",2016-12-13,2016-12-19,2
+20161206,TOTAL,"1,897,127.82","788,633.09","494,094.09","260,932.29","99,496.25","59,921.42",2016-12-06,2016-12-12,2
+20161129,TOTAL,"1,852,458.62","801,097.66","447,220.43","238,998.70","179,760.38","80,669.17",2016-11-29,2016-12-05,2
+20161122,TOTAL,"1,891,636.71","771,815.31","423,277.24","264,998.81","166,469.65","82,007.23",2016-11-22,2016-11-28,2
+20161115,TOTAL,"1,982,065.29","711,656.14","471,988.02","241,929.10","121,623.24","70,943.16",2016-11-15,2016-11-21,2
+20161108,TOTAL,"2,074,621.35","702,481.68","480,697.98","193,205.84","91,887.06","57,311.04",2016-11-08,2016-11-14,2
+20161101,TOTAL,"2,103,389.07","690,595.94","476,836.66","183,208.75","94,871.13","51,303.41",2016-11-01,2016-11-07,2
+20161025,TOTAL,"2,205,486.56","674,995.73","411,393.23","185,648.08","76,408.93","46,272.42",2016-10-25,2016-10-31,2
+20161018,TOTAL,"2,204,498.71","730,584.94","374,467.82","174,202.08","77,174.35","39,277.06",2016-10-18,2016-10-24,2
+20161011,TOTAL,"2,257,563.24","736,955.58","344,684.22","157,178.62","66,032.02","37,791.28",2016-10-11,2016-10-17,2
+20161004,TOTAL,"2,281,425.68","734,001.36","333,075.98","157,169.40","59,296.79","35,235.74",2016-10-04,2016-10-10,2
+20160927,TOTAL,"2,203,860.50","825,891.22","326,763.16","147,414.85","61,488.06","34,787.17",2016-09-27,2016-10-03,2
+20160920,TOTAL,"2,244,879.17","789,148.99","332,745.68","144,971.38","55,185.26","33,274.48",2016-09-20,2016-09-26,2
+20160913,TOTAL,"2,269,904.38","778,344.54","319,672.30","146,134.78","52,874.48","33,274.48",2016-09-13,2016-09-19,2
+20160906,TOTAL,"2,270,259.76","755,171.76","353,573.86","139,163.08","48,762.01","33,274.48",2016-09-06,2016-09-12,2
+20160830,TOTAL,"2,242,764.41","770,138.86","368,872.42","137,084.73","48,070.05","33,274.48",2016-08-30,2016-09-05,2
+20160823,TOTAL,"2,232,966.72","782,167.65","362,052.47","141,694.56","48,049.08","33,274.48",2016-08-23,2016-08-29,2
+20160816,TOTAL,"2,068,864.66","932,873.90","366,548.33","144,382.67","54,260.91","33,274.48",2016-08-16,2016-08-22,2
+20160809,TOTAL,"1,936,745.54","1,006,951.64","409,884.11","161,687.52","51,661.66","33,274.48",2016-08-09,2016-08-15,2
+20160802,TOTAL,"1,964,022.70","999,841.68","417,238.36","132,239.24","53,588.49","33,274.48",2016-08-02,2016-08-08,2
+20160726,TOTAL,"1,938,917.78","1,035,698.15","410,729.96","127,025.25","54,559.34","33,274.48",2016-07-26,2016-08-01,2
+20160719,TOTAL,"1,996,676.46","1,036,723.53","362,420.62","118,501.18","52,608.68","33,274.48",2016-07-19,2016-07-25,2
+20160712,TOTAL,"2,130,488.05","936,292.27","346,960.30","109,179.71","44,010.16","33,274.48",2016-07-12,2016-07-18,2
+20160705,TOTAL,"2,135,378.35","928,783.74","354,210.21","106,267.30","42,290.87","33,274.48",2016-07-05,2016-07-11,2
+20160628,TOTAL,"2,132,878.29","977,689.43","325,527.97","93,036.04","37,798.75","33,274.48",2016-06-28,2016-07-04,2
+20160621,TOTAL,"2,197,808.47","954,242.08","295,607.17","84,470.79","34,801.96","33,274.48",2016-06-21,2016-06-27,2
+20160614,TOTAL,"2,323,947.16","859,012.83","273,344.17","75,824.36","34,801.96","33,274.48",2016-06-14,2016-06-20,2
+20160607,TOTAL,"2,452,537.54","746,251.62","264,705.29","62,732.97","40,703.06","33,274.48",2016-06-07,2016-06-13,2
+20160531,TOTAL,"2,542,360.35","671,083.99","258,579.60","53,880.56","41,025.98","33,274.48",2016-05-31,2016-06-06,2
+20160524,TOTAL,"2,562,393.56","624,708.35","280,428.51","58,374.08","41,025.98","33,274.48",2016-05-24,2016-05-30,2
+20160517,TOTAL,"2,591,928.08","586,981.92","274,933.05","72,061.45","41,025.98","33,274.48",2016-05-17,2016-05-23,2
+20160510,TOTAL,"2,547,639.76","609,611.49","281,298.18","59,949.86","68,431.19","33,274.48",2016-05-10,2016-05-16,2
+20160503,TOTAL,"2,443,223.83","715,050.35","275,023.73","63,245.74","70,386.83","33,274.48",2016-05-03,2016-05-09,2
+20160426,TOTAL,"2,269,035.90","863,466.71","287,691.51","76,349.53","70,386.83","33,274.48",2016-04-26,2016-05-02,2
+20160419,TOTAL,"2,279,897.46","850,888.18","287,986.98","77,771.02","70,386.83","33,274.48",2016-04-19,2016-04-25,2
+20160412,TOTAL,"2,281,580.32","779,128.63","352,550.09","73,786.82","61,817.75","51,341.34",2016-04-12,2016-04-18,2
+20160405,TOTAL,"2,360,363.79","731,638.29","325,850.04","69,193.74","61,817.75","51,341.34",2016-04-05,2016-04-11,2
+20160329,TOTAL,"2,329,056.15","811,649.90","282,418.86","64,056.13","56,849.39","56,174.52",2016-03-29,2016-04-04,2
+20160322,TOTAL,"2,453,941.80","710,820.06","251,578.86","70,744.00","56,945.72","56,174.52",2016-03-22,2016-03-28,2
+20160315,TOTAL,"2,491,544.31","729,644.79","183,558.37","82,337.24","56,945.72","56,174.52",2016-03-15,2016-03-21,2
+20160308,TOTAL,"2,467,647.06","753,508.85","155,495.52","101,668.54","55,998.15","65,886.83",2016-03-08,2016-03-14,2
+20160301,TOTAL,"2,570,997.41","594,831.88","200,135.90","112,354.78","55,998.15","65,886.83",2016-03-01,2016-03-07,2
+20160223,TOTAL,"2,633,348.47","523,397.50","209,543.56","112,030.45","55,998.15","65,886.83",2016-02-23,2016-02-29,2
+20160216,TOTAL,"2,562,278.28","580,633.76","224,251.50","110,119.62","57,034.97","65,886.83",2016-02-16,2016-02-22,2
+20160209,TOTAL,"2,654,416.08","492,496.20","216,740.83","108,425.58","62,239.43","65,886.83",2016-02-09,2016-02-15,2
+20160202,TOTAL,"2,662,443.59","469,456.45","214,109.04","115,354.85","71,221.27","67,619.76",2016-02-02,2016-02-08,2
+20160126,TOTAL,"2,689,978.81","442,098.82","211,549.83","117,698.46","69,975.76","68,903.27",2016-01-26,2016-02-01,2
+20160119,TOTAL,"2,667,659.62","438,034.17","237,933.68","110,931.58","72,870.74","72,775.17",2016-01-19,2016-01-25,2
+20160112,TOTAL,"2,646,491.92","431,972.28","221,079.07","145,194.87","77,664.86","77,801.95",2016-01-12,2016-01-18,2
+20160105,TOTAL,"2,589,705.07","455,378.70","253,009.24","146,645.14","74,215.66","81,251.15",2016-01-05,2016-01-11,2
+20151229,TOTAL,"2,543,084.46","492,050.79","216,988.52","159,079.75","107,750.29","81,251.15",2015-12-29,2016-01-04,2
+20151222,TOTAL,"2,520,014.47","497,579.75","201,605.57","182,661.82","117,092.21","81,251.15",2015-12-22,2015-12-28,2
+20151215,TOTAL,"2,495,761.80","513,322.42","196,088.87","196,688.51","117,092.21","81,251.15",2015-12-15,2015-12-21,2
+20151208,TOTAL,"2,479,453.24","512,925.24","175,861.75","191,933.81","158,779.77","81,251.15",2015-12-08,2015-12-14,2
+20151201,TOTAL,"2,433,362.48","546,429.48","178,291.24","190,975.51","169,895.09","81,251.15",2015-12-01,2015-12-07,2
+20151124,TOTAL,"2,308,436.38","631,605.21","213,299.82","193,448.94","172,163.46","81,251.15",2015-11-24,2015-11-30,2
+20151117,TOTAL,"2,152,477.92","761,005.15","238,407.19","193,535.35","173,528.20","81,251.15",2015-11-17,2015-11-23,2
+20151110,TOTAL,"2,107,553.40","734,011.17","299,481.92","204,379.13","173,528.20","81,251.15",2015-11-10,2015-11-16,2
+20151103,TOTAL,"2,016,720.02","795,084.36","322,638.04","199,618.33","184,254.87","81,889.32",2015-11-03,2015-11-09,2
+20151027,TOTAL,"1,848,062.48","840,359.73","393,188.51","207,265.49","220,975.48","90,353.27",2015-10-27,2015-11-02,2
+20151020,TOTAL,"1,691,298.22","861,403.89","347,694.41","265,619.94","321,009.01","113,179.48",2015-10-20,2015-10-26,2
+20151013,TOTAL,"1,847,096.75","770,328.29","304,411.37","279,462.37","300,676.73","98,229.45",2015-10-13,2015-10-19,2
+20151006,TOTAL,"1,910,988.76","737,882.48","304,746.24","284,418.00","270,156.28","92,013.19",2015-10-06,2015-10-12,2
+20150929,TOTAL,"1,692,679.71","941,972.61","359,947.24","260,772.36","254,479.77","90,353.27",2015-09-29,2015-10-05,2
+20150922,TOTAL,"1,701,133.32","929,591.44","372,955.07","254,692.73","251,479.13","90,353.27",2015-09-22,2015-09-28,2
+20150915,TOTAL,"1,710,933.45","881,134.40","417,621.31","253,833.98","246,328.54","90,353.27",2015-09-15,2015-09-21,2
+20150908,TOTAL,"1,728,149.32","858,820.43","421,444.91","262,661.78","238,775.25","90,353.27",2015-09-08,2015-09-14,2
+20150901,TOTAL,"1,804,528.06","773,219.58","457,720.33","241,620.03","232,763.69","90,353.27",2015-09-01,2015-09-07,2
+20150825,TOTAL,"1,828,156.42","764,884.30","461,920.57","214,754.74","240,135.66","90,353.27",2015-08-25,2015-08-31,2
+20150818,TOTAL,"1,818,486.37","776,671.93","455,745.06","265,490.66","193,457.67","90,353.27",2015-08-18,2015-08-24,2
+20150811,TOTAL,"1,859,685.68","749,871.18","451,540.95","262,176.17","186,589.75","90,353.27",2015-08-11,2015-08-17,2
+20150804,TOTAL,"1,907,148.02","756,457.04","410,403.55","261,037.27","180,170.90","85,000.21",2015-08-04,2015-08-10,2
+20150728,TOTAL,"2,009,256.11","697,492.32","375,640.90","252,916.11","179,899.30","85,000.21",2015-07-28,2015-08-03,2
+20150721,TOTAL,"2,181,783.44","521,470.18","392,574.05","279,424.06","139,953.01","85,000.21",2015-07-21,2015-07-27,2
+20150714,TOTAL,"2,181,554.17","514,335.11","377,411.50","302,013.33","139,890.64","85,000.21",2015-07-14,2015-07-20,2
+20150707,TOTAL,"2,141,157.75","573,759.90","368,679.02","291,914.84","138,541.70","86,151.75",2015-07-07,2015-07-13,2
+20150630,TOTAL,"2,098,449.33","664,563.51","369,332.28","264,640.71","117,067.37","86,151.75",2015-06-30,2015-07-06,2
+20150623,TOTAL,"2,050,681.54","758,614.72","360,205.50","227,484.07","117,067.37","86,151.75",2015-06-23,2015-06-29,2
+20150616,TOTAL,"2,127,774.80","728,156.12","334,395.26","206,659.66","117,067.37","86,151.75",2015-06-16,2015-06-22,2
+20150609,TOTAL,"2,191,227.56","706,188.17","290,434.40","204,574.61","115,495.67","92,284.54",2015-06-09,2015-06-15,2
+20150602,TOTAL,"2,095,821.53","763,202.71","314,333.05","213,477.42","119,148.39","94,221.86",2015-06-02,2015-06-08,2
+20150526,TOTAL,"1,929,142.42","876,639.06","367,371.79","218,435.00","114,394.83","94,221.86",2015-05-26,2015-06-01,2
+20150519,TOTAL,"1,885,255.92","764,543.69","494,330.13","247,458.53","114,324.31","94,292.38",2015-05-19,2015-05-25,2
+20150512,TOTAL,"1,775,654.58","781,844.96","510,990.92","315,527.98","121,894.13","94,292.38",2015-05-12,2015-05-18,2
+20150505,TOTAL,"1,778,096.95","684,060.27","525,587.67","376,073.56","134,345.33","102,041.18",2015-05-05,2015-05-11,2
+20150428,TOTAL,"1,853,819.87","619,652.76","524,270.44","358,885.52","141,032.94","102,543.44",2015-04-28,2015-05-04,2
+20150421,TOTAL,"1,849,883.96","632,180.36","547,656.38","312,575.46","151,019.86","106,888.94",2015-04-21,2015-04-27,2
+20150414,TOTAL,"1,688,540.85","783,381.44","552,633.10","302,231.67","166,542.30","106,875.59",2015-04-14,2015-04-20,2
+20150407,TOTAL,"1,621,391.30","866,774.73","535,605.20","301,562.74","165,965.82","108,905.17",2015-04-07,2015-04-13,2
+20150331,TOTAL,"1,657,492.29","832,980.41","550,302.40","289,641.68","169,315.94","100,472.24",2015-03-31,2015-04-06,2
+20150324,TOTAL,"1,752,589.22","806,068.30","531,115.18","245,600.30","164,359.72","100,472.24",2015-03-24,2015-03-30,2
+20150317,TOTAL,"1,796,176.28","757,784.68","557,671.71","229,342.42","163,864.31","95,365.56",2015-03-17,2015-03-23,2
+20150310,TOTAL,"1,835,344.33","812,694.16","479,144.41","220,767.61","156,888.89","95,365.56",2015-03-10,2015-03-16,2
+20150303,TOTAL,"1,820,098.93","817,799.57","491,420.31","217,216.92","157,256.93","96,412.29",2015-03-03,2015-03-09,2
+20150224,TOTAL,"1,803,903.44","805,606.50","496,725.82","228,823.92","165,835.77","99,309.51",2015-02-24,2015-03-02,2
+20150217,TOTAL,"1,784,989.11","845,918.74","474,683.20","235,857.57","157,429.42","101,326.92",2015-02-17,2015-02-23,2
+20150210,TOTAL,"2,015,006.64","709,867.92","388,711.11","231,277.03","156,980.73","98,361.51",2015-02-10,2015-02-16,2
+20150203,TOTAL,"2,100,176.74","641,558.29","375,887.66","215,861.83","172,763.46","93,956.97",2015-02-03,2015-02-09,2
+20150127,TOTAL,"2,038,229.85","699,106.15","356,691.30","237,003.37","174,582.46","94,591.83",2015-01-27,2015-02-02,2
+20150120,TOTAL,"2,198,047.18","551,525.35","340,228.63","243,372.74","179,573.21","87,457.85",2015-01-20,2015-01-26,2
+20150113,TOTAL,"2,253,361.51","505,502.82","340,472.87","234,659.33","179,168.99","87,039.44",2015-01-13,2015-01-19,2
+20150106,TOTAL,"2,267,584.64","487,306.26","341,323.01","238,090.24","191,384.62","74,516.19",2015-01-06,2015-01-12,2
+20141230,TOTAL,"2,190,510.86","546,976.33","353,562.13","239,556.79","193,113.22","76,485.64",2014-12-30,2015-01-05,2
+20141223,TOTAL,"2,087,737.43","611,064.06","384,635.53","250,771.73","190,046.72","75,949.50",2014-12-23,2014-12-29,2
+20141216,TOTAL,"2,102,824.43","593,445.62","384,476.75","253,414.90","191,146.38","74,896.88",2014-12-16,2014-12-22,2
+20141209,TOTAL,"2,133,975.80","568,547.66","383,712.35","245,162.49","157,743.59","111,063.08",2014-12-09,2014-12-15,2
+20141202,TOTAL,"2,163,095.94","560,647.83","368,274.53","243,182.69","154,410.00","110,593.96",2014-12-02,2014-12-08,2
+20141125,TOTAL,"2,177,873.92","552,749.16","363,967.57","243,351.61","151,668.74","110,593.96",2014-11-25,2014-12-01,2
+20141118,TOTAL,"2,179,580.23","534,727.90","370,576.75","249,940.90","151,383.72","113,995.46",2014-11-18,2014-11-24,2
+20141111,TOTAL,"2,192,377.13","517,741.60","370,596.42","254,110.64","151,383.72","113,995.46",2014-11-11,2014-11-17,2
+20141104,TOTAL,"2,237,907.23","464,002.52","366,038.93","264,267.94","153,545.26","114,443.07",2014-11-04,2014-11-10,2
+20141028,TOTAL,"2,291,298.89","418,175.12","348,875.10","266,055.79","155,883.22","119,916.84",2014-10-28,2014-11-03,2
+20141021,TOTAL,"2,280,534.76","423,215.13","353,891.51","269,222.42","156,821.99","116,519.14",2014-10-21,2014-10-27,2
+20141014,TOTAL,"2,261,997.69","442,194.28","350,537.65","265,651.30","163,304.88","116,519.14",2014-10-14,2014-10-20,2
+20141007,TOTAL,"2,183,351.64","498,818.95","356,760.68","276,830.27","167,924.28","116,519.14",2014-10-07,2014-10-13,2
+20140930,TOTAL,"2,156,067.46","524,525.24","358,260.77","278,218.63","167,227.55","115,905.32",2014-09-30,2014-10-06,2
+20140923,TOTAL,"2,225,233.26","453,569.11","368,150.20","274,712.14","166,685.93","111,854.31",2014-09-23,2014-09-29,2
+20140916,TOTAL,"2,236,687.53","427,626.56","335,757.65","319,808.14","168,470.76","111,854.31",2014-09-16,2014-09-22,2
+20140909,TOTAL,"2,212,622.87","447,034.32","329,627.22","326,089.11","173,644.66","111,186.78",2014-09-09,2014-09-15,2
+20140902,TOTAL,"2,190,626.31","423,374.53","356,709.80","331,426.55","183,647.50","114,420.26",2014-09-02,2014-09-08,2
+20140826,TOTAL,"2,162,773.44","418,777.57","370,392.96","345,081.83","188,758.88","114,420.26",2014-08-26,2014-09-01,2
+20140819,TOTAL,"2,153,084.07","437,488.66","359,334.81","345,995.67","189,881.48","114,420.26",2014-08-19,2014-08-25,2
+20140812,TOTAL,"2,179,778.66","409,169.85","348,568.99","354,838.83","193,797.28","114,051.35",2014-08-12,2014-08-18,2
+20140805,TOTAL,"2,166,974.30","412,213.34","353,679.38","360,775.13","191,105.44","115,457.37",2014-08-05,2014-08-11,2
+20140729,TOTAL,"2,167,580.75","407,666.81","340,245.09","365,946.97","201,349.34","117,416.00",2014-07-29,2014-08-04,2
+20140722,TOTAL,"2,207,183.34","381,370.08","294,043.61","379,067.30","254,567.65","83,972.99",2014-07-22,2014-07-28,2
+20140715,TOTAL,"2,231,360.48","341,113.11","302,289.71","368,396.27","271,118.08","85,927.31",2014-07-15,2014-07-21,2
+20140708,TOTAL,"2,229,039.50","340,680.75","280,121.72","388,886.97","273,136.78","88,339.23",2014-07-08,2014-07-14,2
+20140701,TOTAL,"2,261,236.76","315,926.91","270,980.02","391,730.72","270,677.15","89,653.41",2014-07-01,2014-07-07,2
+20140624,TOTAL,"2,109,003.13","437,701.44","307,005.04","408,726.55","250,295.53","87,473.28",2014-06-24,2014-06-30,2
+20140617,TOTAL,"2,111,252.94","419,761.54","304,197.30","415,253.71","255,324.44","94,415.03",2014-06-17,2014-06-23,2
+20140610,TOTAL,"2,086,404.18","426,603.05","306,060.13","414,898.22","285,686.67","80,552.71",2014-06-10,2014-06-16,2
+20140603,TOTAL,"2,031,562.91","446,043.92","302,183.19","422,196.03","307,295.22","90,923.69",2014-06-03,2014-06-09,2
+20140527,TOTAL,"2,141,245.65","318,247.10","306,901.88","423,446.45","309,670.77","100,693.10",2014-05-27,2014-06-02,2
+20140520,TOTAL,"2,148,094.18","305,400.80","295,610.48","416,026.29","284,956.99","150,116.21",2014-05-20,2014-05-26,2
+20140513,TOTAL,"2,114,405.29","340,454.08","302,007.81","422,313.43","286,793.40","134,230.95",2014-05-13,2014-05-19,2
+20140506,TOTAL,"2,057,747.60","337,599.17","352,413.26","416,624.35","301,976.64","133,843.92",2014-05-06,2014-05-12,2
+20140429,TOTAL,"2,113,629.30","330,659.63","351,150.13","420,858.21","267,349.03","116,558.66",2014-04-29,2014-05-05,2
+20140422,TOTAL,"2,074,249.97","370,005.39","367,949.88","442,621.32","247,259.74","98,118.64",2014-04-22,2014-04-28,2
+20140415,TOTAL,"2,125,794.39","335,039.72","381,249.28","454,158.26","218,988.08","84,975.23",2014-04-15,2014-04-21,2
+20140408,TOTAL,"2,087,974.15","369,800.78","413,780.87","431,629.54","220,979.51","76,040.11",2014-04-08,2014-04-14,2
+20140401,TOTAL,"1,991,368.27","453,822.15","429,456.06","430,800.70","229,232.61","65,525.18",2014-04-01,2014-04-07,2
+20140325,TOTAL,"2,018,647.87","429,681.08","457,467.67","402,692.92","228,807.01","62,908.40",2014-03-25,2014-03-31,2
+20140318,TOTAL,"2,033,377.56","438,615.50","458,437.37","415,094.86","205,261.85","49,417.83",2014-03-18,2014-03-24,2
+20140311,TOTAL,"1,942,951.61","578,850.71","425,387.07","421,461.09","181,687.81","49,866.67",2014-03-11,2014-03-17,2
+20140304,TOTAL,"1,916,226.17","602,197.85","433,216.95","425,916.12","175,299.72","47,348.15",2014-03-04,2014-03-10,2
+20140225,TOTAL,"1,897,008.48","614,346.98","440,826.60","417,903.97","177,044.72","53,074.21",2014-02-25,2014-03-03,2
+20140218,TOTAL,"1,924,216.24","597,465.45","438,927.54","421,318.12","184,124.71","34,152.91",2014-02-18,2014-02-24,2
+20140211,TOTAL,"1,856,157.78","609,353.80","490,552.41","437,689.42","179,899.58","26,551.97",2014-02-11,2014-02-17,2
+20140204,TOTAL,"1,823,416.53","648,398.25","501,468.22","405,312.83","195,057.16","26,551.97",2014-02-04,2014-02-10,2
+20140128,TOTAL,"1,832,318.61","665,274.88","476,801.46","407,993.02","192,715.56","25,101.44",2014-01-28,2014-02-03,2
+20140121,TOTAL,"1,919,045.22","640,458.11","466,982.66","380,752.63","181,733.04","11,233.30",2014-01-21,2014-01-27,2
+20140114,TOTAL,"1,942,958.33","617,756.20","465,771.46","380,752.63","181,733.04","11,233.30",2014-01-14,2014-01-20,2
+20140107,TOTAL,"1,904,160.15","691,779.52","488,057.24","391,686.74","113,288.02","11,233.30",2014-01-07,2014-01-13,2
+20131231,TOTAL,"1,951,422.75","712,191.57","433,930.17","383,494.29","107,932.88","11,233.30",2013-12-31,2014-01-06,2
+20131224,TOTAL,"1,909,196.86","749,570.38","439,592.21","381,521.46","109,090.74","11,233.30",2013-12-24,2013-12-30,2
+20131217,TOTAL,"1,805,705.56","841,251.06","451,828.77","384,004.25","105,161.11","12,254.21",2013-12-17,2013-12-23,2
+20131210,TOTAL,"1,838,938.48","844,429.11","423,322.77","378,779.30","103,043.83","11,691.47",2013-12-10,2013-12-16,2
+20131203,TOTAL,"1,840,184.46","834,142.65","428,502.94","382,283.23","103,400.21","11,691.47",2013-12-03,2013-12-09,2
+20131126,TOTAL,"1,772,334.52","874,825.11","455,819.67","382,586.03","102,948.16","11,691.47",2013-11-26,2013-12-02,2
+20131119,TOTAL,"1,694,952.21","895,642.37","487,600.91","404,117.80","106,671.38","11,220.28",2013-11-19,2013-11-25,2
+20131112,TOTAL,"1,724,184.40","820,268.14","535,387.34","430,847.65","79,465.98","10,051.44",2013-11-12,2013-11-18,2
+20131105,TOTAL,"1,751,396.64","778,745.48","543,969.86","437,762.51","78,106.47","10,224.00",2013-11-05,2013-11-11,2
+20131029,TOTAL,"1,729,075.00","727,270.37","599,188.87","459,442.93","76,128.95","9,098.83",2013-10-29,2013-11-04,2
+20131022,TOTAL,"1,756,430.65","690,855.13","606,612.27","461,258.99","75,949.09","9,098.83",2013-10-22,2013-10-28,2
+20131015,TOTAL,"1,762,324.83","633,629.99","657,757.38","463,430.25","74,264.58","8,797.93",2013-10-15,2013-10-21,2
+20131008,TOTAL,"1,671,959.92","667,627.87","669,910.03","502,983.00","78,926.20","8,797.93",2013-10-08,2013-10-14,2
+20131001,TOTAL,"1,591,523.58","669,042.53","715,666.58","531,670.28","83,504.06","8,797.93",2013-10-01,2013-10-07,2
+20130924,TOTAL,"1,535,162.57","593,558.51","689,431.78","651,713.01","121,109.77","9,229.33",2013-09-24,2013-09-30,2
+20130917,TOTAL,"1,470,985.03","575,808.42","680,500.67","666,754.39","193,304.85","12,851.60",2013-09-17,2013-09-23,2
+20130910,TOTAL,"1,390,786.09","559,238.04","619,367.22","725,389.20","267,919.23","37,505.18",2013-09-10,2013-09-16,2
+20130903,TOTAL,"1,452,063.75","517,231.38","626,841.20","707,291.81","259,069.34","37,707.49",2013-09-03,2013-09-09,2
+20130827,TOTAL,"1,407,881.21","523,719.52","623,451.13","728,152.66","277,417.31","39,583.13",2013-08-27,2013-09-02,2
+20130820,TOTAL,"1,479,254.51","585,641.42","524,559.10","693,696.82","277,447.24","39,605.86",2013-08-20,2013-08-26,2
+20130813,TOTAL,"1,559,574.03","544,431.86","534,941.47","607,163.67","293,016.87","61,077.05",2013-08-13,2013-08-19,2
+20130806,TOTAL,"1,556,161.38","554,477.92","505,961.02","623,154.65","277,100.55","83,349.43",2013-08-06,2013-08-12,2
+20130730,TOTAL,"1,561,096.38","545,190.25","506,729.65","632,033.72","259,896.87","95,258.09",2013-07-30,2013-08-05,2
+20130723,TOTAL,"1,529,042.23","549,977.88","505,903.38","638,102.76","262,085.63","115,093.08",2013-07-23,2013-07-29,2
+20130716,TOTAL,"1,672,371.62","451,120.19","444,936.12","630,459.94","270,669.81","130,647.27",2013-07-16,2013-07-22,2
+20130709,TOTAL,"1,733,289.25","428,558.61","426,800.16","595,163.24","276,065.86","140,327.84",2013-07-09,2013-07-15,2
+20130702,TOTAL,"1,778,498.60","407,250.14","422,941.89","583,177.96","267,602.65","140,733.73",2013-07-02,2013-07-08,2
+20130625,TOTAL,"1,778,719.67","449,143.84","408,114.41","568,887.27","264,010.65","131,329.12",2013-06-25,2013-07-01,2
+20130618,TOTAL,"1,867,691.90","373,169.55","455,273.65","524,650.21","247,589.19","131,830.45",2013-06-18,2013-06-24,2
+20130611,TOTAL,"1,873,808.15","386,570.34","484,020.45","514,060.40","200,799.74","140,945.88",2013-06-11,2013-06-17,2
+20130604,TOTAL,"1,816,193.15","444,754.65","481,769.91","513,462.09","199,893.61","144,131.55",2013-06-04,2013-06-10,2
+20130528,TOTAL,"1,757,336.37","496,387.48","456,099.14","536,855.33","210,815.38","142,711.26",2013-05-28,2013-06-03,2
+20130521,TOTAL,"1,635,046.52","566,640.73","460,236.54","557,971.09","231,787.08","148,523.00",2013-05-21,2013-05-27,2
+20130514,TOTAL,"1,611,363.23","542,451.55","473,675.89","562,294.82","278,005.26","132,414.20",2013-05-14,2013-05-20,2
+20130507,TOTAL,"1,590,264.19","551,328.47","468,258.33","565,275.19","293,214.29","131,864.48",2013-05-07,2013-05-13,2
+20130430,TOTAL,"1,625,968.34","550,649.92","437,881.10","565,510.41","317,957.12","102,238.06",2013-04-30,2013-05-06,2
+20130423,TOTAL,"1,557,462.94","605,762.56","480,687.52","513,220.93","365,031.91","78,039.10",2013-04-23,2013-04-29,2
+20130416,TOTAL,"1,513,306.55","635,390.55","484,849.95","528,282.26","360,926.35","77,449.30",2013-04-16,2013-04-22,2
+20130409,TOTAL,"1,334,231.59","724,098.04","484,175.42","554,921.64","401,228.18","101,550.09",2013-04-09,2013-04-15,2
+20130402,TOTAL,"1,273,295.41","752,100.23","511,735.60","547,530.91","359,053.22","156,489.59",2013-04-02,2013-04-08,2
+20130326,TOTAL,"1,323,511.84","710,150.28","506,339.47","552,943.97","353,798.37","153,461.03",2013-03-26,2013-04-01,2
+20130319,TOTAL,"1,317,542.75","709,504.91","505,223.95","560,950.14","344,650.00","162,333.22",2013-03-19,2013-03-25,2
+20130312,TOTAL,"1,365,490.88","675,918.92","506,246.32","555,792.09","337,894.68","158,862.05",2013-03-12,2013-03-18,2
+20130305,TOTAL,"1,312,111.73","670,456.43","519,867.95","584,929.63","348,903.83","163,935.38",2013-03-05,2013-03-11,2
+20130226,TOTAL,"1,263,474.48","694,057.06","547,665.46","584,695.18","346,453.55","163,859.21",2013-02-26,2013-03-04,2
+20130219,TOTAL,"1,249,272.66","658,697.24","565,249.32","565,359.97","361,181.94","200,443.84",2013-02-19,2013-02-25,2
+20130212,TOTAL,"1,277,955.00","632,516.63","552,771.85","603,834.03","334,247.49","198,879.96",2013-02-12,2013-02-18,2
+20130205,TOTAL,"1,215,465.26","661,775.44","514,268.34","633,867.90","368,904.73","205,923.29",2013-02-05,2013-02-11,2
+20130129,TOTAL,"1,120,819.84","730,316.50","525,591.88","640,727.37","391,139.25","191,610.11",2013-01-29,2013-02-04,2
+20130122,TOTAL,"1,119,375.55","732,948.61","540,684.64","625,807.05","390,180.62","191,208.49",2013-01-22,2013-01-28,2
+20130115,TOTAL,"1,108,121.68","707,276.82","570,770.02","630,159.27","394,219.39","189,657.77",2013-01-15,2013-01-21,2
+20130108,TOTAL,"1,060,274.93","713,242.33","570,537.09","629,706.16","424,931.70","201,512.74",2013-01-08,2013-01-14,2
+20130101,TOTAL,"1,028,423.23","719,710.24","585,657.41","624,754.38","438,680.99","202,978.69",2013-01-01,2013-01-07,2
+20121225,TOTAL,"996,646.57","740,177.02","584,866.06","628,263.06","447,816.66","202,435.59",2012-12-25,2012-12-31,2
+20121218,TOTAL,"1,103,662.34","633,901.87","582,485.26","627,731.25","452,859.25","199,564.99",2012-12-18,2012-12-24,2
+20121211,TOTAL,"1,100,479.69","634,164.24","583,078.14","648,064.79","439,085.83","195,332.27",2012-12-11,2012-12-17,2
+20121204,TOTAL,"1,031,616.04","687,968.66","609,043.21","650,532.57","425,712.21","195,332.27",2012-12-04,2012-12-10,2
+20121127,TOTAL,"1,037,277.60","675,004.88","636,657.42","645,433.48","413,693.42","192,138.16",2012-11-27,2012-12-03,2
+20121120,TOTAL,"1,203,868.64","585,418.33","670,772.30","566,643.73","385,028.30","188,473.67",2012-11-20,2012-11-26,2
+20121113,TOTAL,"1,243,745.55","583,517.32","689,084.31","532,762.96","370,234.99","180,859.81",2012-11-13,2012-11-19,2
+20121106,TOTAL,"1,241,468.57","566,174.30","646,182.59","563,418.22","397,116.13","185,845.15",2012-11-06,2012-11-12,2
+20121030,TOTAL,"1,232,264.26","555,240.75","660,068.81","579,320.39","396,375.03","176,935.72",2012-10-30,2012-11-05,2
+20121023,TOTAL,"1,187,459.91","550,854.50","698,107.20","576,029.37","412,070.23","175,683.75",2012-10-23,2012-10-29,2
+20121016,TOTAL,"1,168,542.77","551,890.72","710,340.78","594,971.74","398,833.35","175,625.59",2012-10-16,2012-10-22,2
+20121009,TOTAL,"1,115,958.24","569,727.86","712,403.45","595,287.63","420,872.16","185,955.61",2012-10-09,2012-10-15,2
+20121002,TOTAL,"1,141,117.15","513,293.80","738,950.21","600,888.98","423,291.84","182,662.98",2012-10-02,2012-10-08,2
+20120925,TOTAL,"1,119,949.04","508,169.99","703,431.34","621,777.38","462,691.47","184,185.74",2012-09-25,2012-10-01,2
+20120918,TOTAL,"1,072,970.55","574,079.25","716,258.95","612,300.05","445,213.21","179,382.95",2012-09-18,2012-09-24,2
+20120911,TOTAL,"1,061,560.93","605,361.50","674,066.05","624,313.79","447,623.16","187,279.53",2012-09-11,2012-09-17,2
+20120904,TOTAL,"1,093,572.13","596,372.29","630,938.81","633,690.74","460,874.38","184,756.61",2012-09-04,2012-09-10,2
+20120828,TOTAL,"1,086,794.70","618,377.75","619,818.76","577,501.65","516,071.46","181,640.65",2012-08-28,2012-09-03,2
+20120821,TOTAL,"1,099,210.17","596,771.61","578,158.41","633,409.12","502,896.11","189,759.53",2012-08-21,2012-08-27,2
+20120814,TOTAL,"1,087,105.63","651,607.11","490,062.38","658,763.82","524,261.09","188,404.92",2012-08-14,2012-08-20,2
+20120807,TOTAL,"1,073,185.92","645,023.20","496,555.61","658,943.39","599,988.02","126,508.81",2012-08-07,2012-08-13,2
+20120731,TOTAL,"1,036,010.80","668,585.31","523,215.25","702,064.34","579,759.59","90,569.65",2012-07-31,2012-08-06,2
+20120724,TOTAL,"1,014,887.02","661,323.53","551,905.85","752,907.16","547,563.78","71,617.62",2012-07-24,2012-07-30,2
+20120717,TOTAL,"994,477.68","691,383.96","642,525.38","864,411.00","377,564.06","29,842.86",2012-07-17,2012-07-23,2
+20120710,TOTAL,"1,018,971.73","748,105.17","713,157.98","770,246.76","327,373.03","22,350.29",2012-07-10,2012-07-16,2
+20120703,TOTAL,"1,054,800.54","859,122.89","654,668.31","720,681.95","292,866.39","18,064.88",2012-07-03,2012-07-09,2
+20120626,TOTAL,"1,184,448.89","874,696.94","615,185.19","668,369.96","245,183.11","12,320.87",2012-06-26,2012-07-02,2
+20120619,TOTAL,"1,419,375.85","772,403.35","676,774.82","574,964.47","148,020.97","8,665.50",2012-06-19,2012-06-25,2
+20120612,TOTAL,"1,714,444.19","689,167.16","619,143.28","458,855.60","109,898.16","8,696.58",2012-06-12,2012-06-18,2
+20120605,TOTAL,"1,670,455.25","765,600.50","593,487.70","431,805.02","120,844.25","18,012.24",2012-06-05,2012-06-11,2
+20120529,TOTAL,"1,670,490.41","802,420.70","555,996.09","413,611.04","137,951.10","19,735.61",2012-05-29,2012-06-04,2
+20120522,TOTAL,"1,721,820.04","813,347.25","477,870.17","407,710.17","150,763.54","28,693.79",2012-05-22,2012-05-28,2
+20120515,TOTAL,"1,948,278.37","637,148.06","459,784.88","382,864.34","141,553.60","30,575.70",2012-05-15,2012-05-21,2
+20120508,TOTAL,"1,908,496.41","609,619.19","489,433.56","388,562.86","155,733.93","48,359.01",2012-05-08,2012-05-14,2
+20120501,TOTAL,"1,811,978.27","636,908.55","535,797.32","406,863.75","150,677.02","57,980.04",2012-05-01,2012-05-07,2
+20120424,TOTAL,"1,809,040.18","673,084.94","515,671.88","401,644.68","144,827.20","55,936.08",2012-04-24,2012-04-30,2
+20120417,TOTAL,"1,808,312.87","677,784.92","522,345.92","393,655.24","141,286.60","56,819.40",2012-04-17,2012-04-23,2
+20120410,TOTAL,"1,765,304.23","678,688.30","548,718.21","404,463.64","141,277.51","61,753.05",2012-04-10,2012-04-16,2
+20120403,TOTAL,"1,788,155.77","703,347.12","515,761.25","392,438.73","142,701.20","57,800.88",2012-04-03,2012-04-09,2
+20120327,TOTAL,"1,899,192.87","617,506.83","497,792.38","383,104.09","137,938.80","64,669.99",2012-03-27,2012-04-02,2
+20120320,TOTAL,"1,909,777.74","535,187.26","575,850.41","372,208.06","140,855.71","66,325.78",2012-03-20,2012-03-26,2
+20120313,TOTAL,"1,844,829.06","556,349.18","569,458.97","409,898.21","147,067.84","72,601.70",2012-03-13,2012-03-19,2
+20120306,TOTAL,"1,876,329.67","547,264.02","593,951.84","364,325.04","144,961.94","73,372.45",2012-03-06,2012-03-12,2
+20120228,TOTAL,"1,865,790.46","568,624.51","576,858.48","358,822.24","154,913.80","75,195.46",2012-02-28,2012-03-05,2
+20120221,TOTAL,"1,872,721.64","583,454.76","620,377.40","293,528.74","157,190.53","72,931.88",2012-02-21,2012-02-27,2
+20120214,TOTAL,"1,870,006.55","589,424.24","598,103.25","262,110.72","183,852.96","96,707.24",2012-02-14,2012-02-20,2
+20120207,TOTAL,"1,879,092.34","578,694.07","598,622.46","267,642.72","181,626.12","94,527.24",2012-02-07,2012-02-13,2
+20120131,TOTAL,"1,845,030.68","612,911.23","586,445.36","266,901.22","192,999.42","95,917.04",2012-01-31,2012-02-06,2
+20120124,TOTAL,"1,843,793.65","663,968.41","535,888.12","261,675.81","212,365.43","82,513.54",2012-01-24,2012-01-30,2
+20120117,TOTAL,"1,883,931.94","735,168.53","414,967.33","259,045.27","223,766.85","83,325.04",2012-01-17,2012-01-23,2
+20120110,TOTAL,"1,981,131.71","636,917.11","414,103.30","274,482.15","214,552.33","79,018.35",2012-01-10,2012-01-16,2
+20120103,TOTAL,"2,105,147.21","532,590.13","394,250.96","261,952.47","206,393.72","99,870.46",2012-01-03,2012-01-09,2
+20111227,TOTAL,"2,119,594.75","620,568.49","288,167.15","270,568.81","201,859.40","99,446.35",2011-12-27,2012-01-02,2
+20111220,TOTAL,"2,310,671.35","458,112.62","246,886.09","248,472.03","204,263.05","131,799.81",2011-12-20,2011-12-26,2
+20111213,TOTAL,"2,306,767.96","446,692.52","217,888.48","241,745.85","249,164.14","137,946.00",2011-12-13,2011-12-19,2
+20111206,TOTAL,"2,370,976.37","378,561.07","215,816.73","219,020.16","271,573.88","144,256.74",2011-12-06,2011-12-12,2
+20111129,TOTAL,"2,360,867.59","353,242.12","226,040.32","209,630.34","270,440.04","179,984.54",2011-11-29,2011-12-05,2
+20111122,TOTAL,"2,300,747.98","358,054.76","242,153.48","202,578.49","252,654.21","244,016.04",2011-11-22,2011-11-28,2
+20111115,TOTAL,"2,274,485.83","363,043.30","239,794.24","204,863.43","256,264.27","261,753.89",2011-11-15,2011-11-21,2
+20111108,TOTAL,"2,266,398.03","332,887.51","277,892.59","196,330.39","262,637.20","264,059.24",2011-11-08,2011-11-14,2
+20111101,TOTAL,"2,299,780.36","316,913.37","249,812.05","200,261.23","266,964.99","266,472.95",2011-11-01,2011-11-07,2
+20111025,TOTAL,"2,359,535.79","326,448.27","192,654.25","202,231.51","232,143.50","287,191.64",2011-10-25,2011-10-31,2
+20111018,TOTAL,"2,370,746.16","327,950.94","187,896.59","189,031.80","226,399.28","298,180.18",2011-10-18,2011-10-24,2
+20111011,TOTAL,"2,325,690.10","354,992.21","201,033.87","203,492.08","221,557.72","293,438.97",2011-10-11,2011-10-17,2
+20111004,TOTAL,"2,244,605.21","450,386.72","189,402.26","174,440.73","189,724.54","351,645.50",2011-10-04,2011-10-10,2
+20110927,TOTAL,"2,284,218.41","436,908.49","173,164.66","170,396.22","193,513.83","342,003.33",2011-09-27,2011-10-03,2
+20110920,TOTAL,"2,307,452.47","373,771.32","206,969.04","171,064.81","199,798.83","341,148.50",2011-09-20,2011-09-26,2
+20110913,TOTAL,"2,234,868.66","434,469.91","205,122.65","168,238.89","204,183.81","353,321.03",2011-09-13,2011-09-19,2
+20110906,TOTAL,"2,269,993.61","424,992.43","201,411.52","160,893.22","206,040.00","336,874.17",2011-09-06,2011-09-12,2
+20110830,TOTAL,"2,133,452.75","476,402.30","245,708.08","195,078.91","212,376.94","337,185.98",2011-08-30,2011-09-05,2
+20110823,TOTAL,"2,155,806.40","510,904.83","228,551.84","186,476.67","183,356.02","335,109.20",2011-08-23,2011-08-29,2
+20110816,TOTAL,"2,165,755.03","499,516.42","229,818.67","182,674.35","196,644.40","325,796.09",2011-08-16,2011-08-22,2
+20110809,TOTAL,"2,161,755.84","447,653.67","246,345.21","188,670.40","210,952.78","344,827.06",2011-08-09,2011-08-15,2
+20110802,TOTAL,"2,161,207.33","464,771.91","216,803.32","207,384.37","221,468.74","328,569.29",2011-08-02,2011-08-08,2
+20110726,TOTAL,"2,267,078.97","445,019.44","170,452.75","170,613.57","214,841.65","332,198.58",2011-07-26,2011-08-01,2
+20110719,TOTAL,"2,377,897.80","366,794.88","156,891.85","156,307.31","214,385.42","327,927.71",2011-07-19,2011-07-25,2
+20110712,TOTAL,"2,402,913.39","333,098.89","151,527.30","151,063.09","201,905.15","359,697.14",2011-07-12,2011-07-18,2
+20110705,TOTAL,"2,351,380.03","366,983.22","172,492.99","149,435.52","205,942.48","353,970.72",2011-07-05,2011-07-11,2
+20110628,TOTAL,"2,347,578.55","407,043.58","145,232.58","147,625.58","193,656.47","359,068.20",2011-06-28,2011-07-04,2
+20110621,TOTAL,"2,462,341.02","315,937.31","149,350.91","131,213.93","185,124.23","356,237.54",2011-06-21,2011-06-27,2
+20110614,TOTAL,"2,452,187.15","331,166.22","161,295.93","161,596.10","222,352.58","271,606.98",2011-06-14,2011-06-20,2
+20110607,TOTAL,"2,474,114.58","318,799.54","165,996.08","167,988.79","238,589.17","234,716.80",2011-06-07,2011-06-13,2
+20110531,TOTAL,"2,556,505.85","272,752.76","148,447.63","180,878.02","253,491.13","188,129.58",2011-05-31,2011-06-06,2
+20110524,TOTAL,"2,548,233.39","283,805.58","158,734.62","204,688.73","235,813.60","168,929.03",2011-05-24,2011-05-30,2
+20110517,TOTAL,"2,528,258.14","276,758.66","172,798.72","226,040.12","214,766.20","181,583.12",2011-05-17,2011-05-23,2
+20110510,TOTAL,"2,483,271.91","319,706.49","179,387.15","242,395.59","196,758.51","178,685.31",2011-05-10,2011-05-16,2
+20110503,TOTAL,"2,484,144.25","319,259.29","217,164.90","228,974.29","256,886.98","93,775.26",2011-05-03,2011-05-09,2
+20110426,TOTAL,"2,459,745.42","337,839.11","245,804.62","230,254.44","276,658.92","49,902.44",2011-04-26,2011-05-02,2
+20110419,TOTAL,"2,387,372.47","385,647.84","255,625.24","274,667.50","254,114.01","42,777.90",2011-04-19,2011-04-25,2
+20110412,TOTAL,"2,365,641.08","374,833.14","308,346.84","280,653.60","242,629.43","28,100.87",2011-04-12,2011-04-18,2
+20110405,TOTAL,"2,362,133.84","370,173.91","320,832.65","283,892.72","250,404.81","12,767.04",2011-04-05,2011-04-11,2
+20110329,TOTAL,"2,340,009.20","410,589.54","301,073.14","355,553.85","192,979.22",0.00,2011-03-29,2011-04-04,2
+20110322,TOTAL,"2,307,898.50","465,933.46","377,328.98","305,534.71","143,509.31",0.00,2011-03-22,2011-03-28,2
+20110315,TOTAL,"2,314,579.01","501,658.56","391,155.90","291,931.74","100,879.75",0.00,2011-03-15,2011-03-21,2
+20110308,TOTAL,"2,272,540.62","496,920.02","452,209.01","297,775.56","80,759.74",0.00,2011-03-08,2011-03-14,2
+20110301,TOTAL,"2,205,707.58","550,461.23","468,426.77","306,349.10","69,260.27",0.00,2011-03-01,2011-03-07,2
+20110222,TOTAL,"2,180,248.14","568,813.69","506,566.26","282,224.40","62,352.46",0.00,2011-02-22,2011-02-28,2
+20110215,TOTAL,"2,098,321.44","749,305.63","462,890.63","246,446.77","43,240.48",0.00,2011-02-15,2011-02-21,2
+20110208,TOTAL,"2,127,792.39","740,013.53","441,458.38","247,700.17","43,240.48",0.00,2011-02-08,2011-02-14,2
+20110201,TOTAL,"2,100,667.99","772,204.46","408,382.42","270,499.40","48,450.68",0.00,2011-02-01,2011-02-07,2
+20110125,TOTAL,"2,213,943.39","661,113.19","454,906.88","207,645.97","62,595.53",0.00,2011-01-25,2011-01-31,2
+20110118,TOTAL,"2,246,789.24","661,072.54","452,069.47","174,614.75","65,658.96",0.00,2011-01-18,2011-01-24,2
+20110111,TOTAL,"2,285,913.69","615,864.14","467,293.52","159,610.43","71,523.18",0.00,2011-01-11,2011-01-17,2
+20110104,TOTAL,"2,283,466.96","660,519.07","399,541.78","178,407.90","78,269.26",0.00,2011-01-04,2011-01-10,2
+20101228,TOTAL,"2,240,093.75","643,445.90","442,928.48","202,546.54","71,190.30",0.00,2010-12-28,2011-01-03,2
+20101221,TOTAL,"2,237,215.91","658,463.78","450,335.28","195,179.69","59,010.29",0.00,2010-12-21,2010-12-27,2
+20101214,TOTAL,"2,212,096.75","789,755.32","381,026.40","174,060.76","43,265.73",0.00,2010-12-14,2010-12-20,2
+20101207,TOTAL,"2,202,860.50","858,468.15","327,039.89","172,201.37","39,606.15",28.90,2010-12-07,2010-12-13,2
+20101130,TOTAL,"2,200,291.35","895,233.88","320,860.03","159,280.68","24,474.12",64.90,2010-11-30,2010-12-06,2
+20101123,TOTAL,"2,222,753.19","859,632.73","322,775.89","159,323.11","35,655.14",64.90,2010-11-23,2010-11-29,2
+20101116,TOTAL,"2,193,017.82","906,953.29","317,924.56","143,561.98","38,682.40",64.90,2010-11-16,2010-11-22,2
+20101109,TOTAL,"2,236,434.84","863,809.67","303,987.59","153,740.48","42,062.89",169.50,2010-11-09,2010-11-15,2
+20101102,TOTAL,"2,276,673.69","845,490.84","280,972.29","155,764.38","41,134.25",169.51,2010-11-02,2010-11-08,2
+20101026,TOTAL,"2,346,533.56","790,388.32","282,456.20","143,148.12","37,319.24",359.52,2010-10-26,2010-11-01,2
+20101019,TOTAL,"2,229,723.13","919,265.52","279,492.97","137,491.72","33,872.11",359.52,2010-10-19,2010-10-25,2
+20101012,TOTAL,"2,286,643.45","932,581.35","251,760.60","111,588.11","17,271.93",359.52,2010-10-12,2010-10-18,2
+20101005,TOTAL,"2,337,152.42","905,711.41","273,010.54","72,906.56","11,093.41",330.62,2010-10-05,2010-10-11,2
+20100928,TOTAL,"2,229,298.32","970,324.53","304,592.82","84,927.96","10,730.70",330.63,2010-09-28,2010-10-04,2
+20100921,TOTAL,"2,388,840.72","839,413.62","280,716.95","80,205.61","10,697.44",330.63,2010-09-21,2010-09-27,2
+20100914,TOTAL,"2,540,639.85","745,380.82","244,396.76","61,059.55","8,397.35",330.63,2010-09-14,2010-09-20,2
+20100907,TOTAL,"2,611,496.94","708,365.77","222,420.89","49,193.37","8,397.35",330.63,2010-09-07,2010-09-13,2
+20100831,TOTAL,"2,534,521.78","773,959.81","244,097.50","41,292.98","6,002.25",330.63,2010-08-31,2010-09-06,2
+20100824,TOTAL,"2,672,745.69","682,044.37","199,284.55","39,797.46","6,002.25",330.63,2010-08-24,2010-08-30,2
+20100817,TOTAL,"2,624,866.02","716,476.72","206,082.33","46,447.00","6,002.25",330.63,2010-08-17,2010-08-23,2
+20100810,TOTAL,"2,693,641.58","651,631.93","193,875.44","50,182.51","10,542.87",330.63,2010-08-10,2010-08-16,2
+20100803,TOTAL,"2,718,445.17","631,259.95","188,430.92","51,195.41","10,542.87",330.63,2010-08-03,2010-08-09,2
+20100727,TOTAL,"2,645,166.86","681,056.76","215,684.72","47,888.14","10,077.84",330.63,2010-07-27,2010-08-02,2
+20100720,TOTAL,"2,558,830.57","788,170.63","208,749.68","35,163.93","8,959.52",330.63,2010-07-20,2010-07-26,2
+20100713,TOTAL,"2,617,051.42","742,946.79","197,452.19","33,295.96","9,128.97",329.64,2010-07-13,2010-07-19,2
+20100706,TOTAL,"2,628,002.89","734,562.92","193,246.43","34,934.10","9,128.95",329.65,2010-07-06,2010-07-12,2
+20100629,TOTAL,"2,573,232.24","756,683.16","211,709.03","44,949.87","13,431.85",198.82,2010-06-29,2010-07-05,2
+20100622,TOTAL,"2,567,616.28","749,655.20","218,991.97","47,679.58","16,103.66",198.82,2010-06-22,2010-06-28,2
+20100615,TOTAL,"2,678,204.02","647,508.91","203,603.46","54,586.09","16,103.66",198.82,2010-06-15,2010-06-21,2
+20100608,TOTAL,"2,708,278.03","603,987.11","195,996.37","75,640.97","16,103.66",198.82,2010-06-08,2010-06-14,2
+20100601,TOTAL,"2,544,312.81","746,457.86","209,005.93","84,432.69","15,796.85",198.82,2010-06-01,2010-06-07,2
+20100525,TOTAL,"2,646,974.54","660,246.15","215,745.36","70,200.63","6,839.47",198.82,2010-05-25,2010-05-31,2
+20100518,TOTAL,"2,588,983.05","697,408.02","228,716.64","82,663.12","2,235.31",198.82,2010-05-18,2010-05-24,2
+20100511,TOTAL,"2,441,139.92","814,720.67","262,985.56","79,735.18","1,424.81",198.82,2010-05-11,2010-05-17,2
+20100504,TOTAL,"2,421,871.78","848,357.10","248,588.47","79,763.98","1,424.81",198.82,2010-05-04,2010-05-10,2
+20100427,TOTAL,"2,372,112.90","904,216.11","242,408.09","79,844.24","1,424.81",198.82,2010-04-27,2010-05-03,2
+20100420,TOTAL,"2,418,060.65","874,705.46","238,167.11","67,737.41","1,335.52",198.82,2010-04-20,2010-04-26,2
+20100413,TOTAL,"2,408,713.68","913,669.48","215,654.01","60,633.45","1,335.52",198.82,2010-04-13,2010-04-19,2
+20100406,TOTAL,"2,500,778.96","822,466.28","214,058.40","61,366.98","1,335.52",198.82,2010-04-06,2010-04-12,2
+20100330,TOTAL,"2,548,100.25","777,476.60","211,560.84","61,271.99","1,557.50",237.76,2010-03-30,2010-04-05,2
+20100323,TOTAL,"2,561,821.21","751,313.54","217,902.85","67,372.10","1,557.50",237.76,2010-03-23,2010-03-29,2
+20100316,TOTAL,"2,538,427.23","778,156.68","211,915.51","69,834.96","1,603.67",266.91,2010-03-16,2010-03-22,2
+20100309,TOTAL,"2,480,033.72","827,439.45","220,000.58","70,855.64","1,457.34",418.23,2010-03-09,2010-03-15,2
+20100302,TOTAL,"2,538,603.66","790,715.99","221,362.23","48,459.06",646.24,417.78,2010-03-02,2010-03-08,2
+20100223,TOTAL,"2,524,439.35","798,808.60","226,404.71","49,709.80",842.50,0.00,2010-02-23,2010-03-01,2
+20100216,TOTAL,"2,512,120.69","818,185.71","222,713.82","46,342.24",842.50,0.00,2010-02-16,2010-02-22,2
+20100209,TOTAL,"2,550,433.41","810,789.69","195,735.48","42,403.83",842.54,0.00,2010-02-09,2010-02-15,2
+20100202,TOTAL,"2,552,265.93","788,418.50","215,222.16","43,455.87",842.50,0.00,2010-02-02,2010-02-08,2
+20100126,TOTAL,"2,527,202.44","794,020.95","228,466.51","45,928.90","4,586.15",0.00,2010-01-26,2010-02-01,2
+20100119,TOTAL,"2,442,814.90","743,390.21","240,465.15","161,947.06","11,587.64",0.00,2010-01-19,2010-01-25,2
+20100112,TOTAL,"2,433,720.39","748,045.77","231,754.69","175,096.46","11,587.64",0.00,2010-01-12,2010-01-18,2
+20100105,TOTAL,"2,589,929.19","608,443.38","272,418.20","123,227.95","6,186.25",0.00,2010-01-05,2010-01-11,2
+20091229,TOTAL,"2,590,032.51","633,612.83","247,155.53","123,299.19","6,104.90",0.00,2009-12-29,2010-01-04,2
+20091222,TOTAL,"2,678,252.98","542,332.51","250,215.38","123,299.19","6,104.90",0.00,2009-12-22,2009-12-28,2
+20091215,TOTAL,"2,673,904.70","544,165.67","246,781.38","129,248.30","6,104.90",0.00,2009-12-15,2009-12-21,2
+20091208,TOTAL,"2,748,146.46","460,997.44","232,124.02","146,647.74","12,289.30",0.00,2009-12-08,2009-12-14,2
+20091201,TOTAL,"2,749,112.03","453,206.14","238,949.76","144,346.27","14,590.77",0.00,2009-12-01,2009-12-07,2
+20091124,TOTAL,"2,748,508.67","452,763.13","238,058.90","144,641.77","14,506.86","1,725.62",2009-11-24,2009-11-30,2
+20091117,TOTAL,"2,817,512.55","399,086.85","237,787.08","133,969.78","9,485.99","2,362.70",2009-11-17,2009-11-23,2
+20091110,TOTAL,"2,779,598.69","426,711.36","256,447.30","125,486.02","9,598.88","2,362.70",2009-11-10,2009-11-16,2
+20091103,TOTAL,"2,803,209.43","411,688.67","247,115.40","123,794.27","12,034.48","2,362.70",2009-11-03,2009-11-09,2
+20091027,TOTAL,"2,752,167.86","485,778.32","221,397.71","126,475.60","12,022.76","2,362.70",2009-10-27,2009-11-02,2
+20091020,TOTAL,"2,645,336.61","566,249.22","226,446.25","141,151.93","17,140.23","3,880.72",2009-10-20,2009-10-26,2
+20091013,TOTAL,"2,577,885.41","591,959.15","221,215.11","189,728.54","15,536.03","3,880.72",2009-10-13,2009-10-19,2
+20091006,TOTAL,"2,525,442.47","633,053.45","268,740.41","150,261.22","18,826.69","3,880.72",2009-10-06,2009-10-12,2
+20090929,TOTAL,"2,462,861.67","683,456.21","265,884.52","148,589.33","31,099.11","8,314.11",2009-09-29,2009-10-05,2
+20090922,TOTAL,"2,539,474.55","598,866.89","273,927.38","140,653.27","37,231.13","10,051.73",2009-09-22,2009-09-28,2
+20090915,TOTAL,"2,542,434.16","614,068.86","274,927.59","126,601.45","33,228.51","8,944.39",2009-09-15,2009-09-21,2
+20090908,TOTAL,"2,488,502.35","657,467.78","277,886.02","110,045.37","23,689.64","42,613.80",2009-09-08,2009-09-14,2
+20090901,TOTAL,"2,549,940.64","620,372.58","248,772.36","110,747.82","24,389.80","45,981.76",2009-09-01,2009-09-07,2
+20090825,TOTAL,"2,517,961.81","653,953.22","245,197.96","112,720.41","20,471.76","49,899.80",2009-08-25,2009-08-31,2
+20090818,TOTAL,"2,446,263.05","764,283.60","193,509.70","118,641.72","29,448.40","48,058.49",2009-08-18,2009-08-24,2
+20090811,TOTAL,"2,392,136.83","821,573.31","191,913.87","117,365.62","32,605.14","44,610.18",2009-08-11,2009-08-17,2
+20090804,TOTAL,"2,484,815.39","713,039.14","196,817.47","128,317.64","32,605.14","44,610.18",2009-08-04,2009-08-10,2
+20090728,TOTAL,"2,445,000.21","725,538.88","222,529.21","141,475.25","16,007.14","49,654.27",2009-07-28,2009-08-03,2
+20090721,TOTAL,"2,348,046.59","793,076.06","251,631.29","141,878.03","21,844.57","43,728.42",2009-07-21,2009-07-27,2
+20090714,TOTAL,"2,391,211.19","731,671.02","282,185.24","129,335.81","18,355.63","47,446.06",2009-07-14,2009-07-20,2
+20090707,TOTAL,"2,442,676.88","712,413.03","257,838.28","127,799.82","22,185.72","37,291.22",2009-07-07,2009-07-13,2
+20090630,TOTAL,"2,497,000.62","677,001.44","258,806.15","114,328.47","23,619.58","29,448.70",2009-06-30,2009-07-06,2
+20090623,TOTAL,"2,588,286.02","603,357.62","244,570.46","122,939.68","19,269.35","21,781.84",2009-06-23,2009-06-29,2
+20090616,TOTAL,"2,498,286.40","673,659.93","248,091.41","136,318.32","23,569.01","20,279.89",2009-06-16,2009-06-22,2
+20090609,TOTAL,"2,490,157.78","660,588.29","262,990.09","140,116.04","26,072.88","20,279.89",2009-06-09,2009-06-15,2
+20090602,TOTAL,"2,517,180.32","638,985.72","260,335.39","139,741.00","26,709.82","17,252.71",2009-06-02,2009-06-08,2
+20090526,TOTAL,"2,607,491.89","542,079.95","278,640.42","125,953.42","28,207.39","17,831.87",2009-05-26,2009-06-01,2
+20090519,TOTAL,"2,516,150.45","566,837.08","298,982.13","161,109.32","34,588.41","22,537.57",2009-05-19,2009-05-25,2
+20090512,TOTAL,"2,482,086.69","600,592.85","290,662.67","147,278.58","40,093.96","39,490.20",2009-05-12,2009-05-18,2
+20090505,TOTAL,"2,377,838.65","700,902.44","298,022.42","159,741.65","37,893.67","25,806.12",2009-05-05,2009-05-11,2
+20090428,TOTAL,"2,192,339.54","855,172.10","308,719.42","182,257.63","35,910.15","25,806.12",2009-04-28,2009-05-04,2
+20090421,TOTAL,"2,236,793.37","779,224.27","313,704.22","205,880.57","34,889.23","29,713.29",2009-04-21,2009-04-27,2
+20090414,TOTAL,"2,230,562.53","741,474.15","345,633.97","213,516.23","38,529.40","30,488.67",2009-04-14,2009-04-20,2
+20090407,TOTAL,"2,195,873.30","727,561.68","392,243.99","218,952.82","46,798.12","18,775.04",2009-04-07,2009-04-13,2
+20090331,TOTAL,"2,076,314.05","777,407.07","504,727.53","176,183.15","46,798.12","18,775.04",2009-03-31,2009-04-06,2
+20090324,TOTAL,"1,875,413.27","922,028.16","557,798.04","187,548.43","38,642.01","18,775.04",2009-03-24,2009-03-30,2
+20090317,TOTAL,"1,968,343.60","892,317.97","502,482.18","179,719.50","38,566.67","18,775.04",2009-03-17,2009-03-23,2
+20090310,TOTAL,"1,961,344.65","862,407.10","544,546.33","167,598.32","38,889.39","25,419.17",2009-03-10,2009-03-16,2
+20090303,TOTAL,"1,946,060.91","878,341.93","512,093.41","194,467.57","43,821.97","25,419.17",2009-03-03,2009-03-09,2
+20090224,TOTAL,"2,045,517.53","829,494.29","452,939.42","190,388.27","59,179.33","22,686.12",2009-02-24,2009-03-02,2
+20090217,TOTAL,"2,053,077.88","909,473.53","356,231.99","196,446.81","62,288.63","22,686.12",2009-02-17,2009-02-23,2
+20090210,TOTAL,"1,993,361.72","943,170.72","372,826.98","203,942.62","66,722.35","20,180.57",2009-02-10,2009-02-16,2
+20090203,TOTAL,"2,132,402.34","810,124.55","370,438.78","200,436.63","69,141.60","17,661.05",2009-02-03,2009-02-09,2
+20090127,TOTAL,"2,094,402.11","868,342.12","381,968.79","181,384.72","63,091.78","11,015.43",2009-01-27,2009-02-02,2
+20090120,TOTAL,"2,203,360.76","812,797.12","374,634.91","141,169.10","57,227.65","11,015.43",2009-01-20,2009-01-26,2
+20090113,TOTAL,"2,202,255.44","809,679.37","391,764.51","146,838.46","38,651.74","11,015.43",2009-01-13,2009-01-19,2
+20090106,TOTAL,"2,186,540.74","832,401.53","400,741.69","143,685.22","25,820.34","11,015.43",2009-01-06,2009-01-12,2
+20081230,TOTAL,"2,201,105.60","817,310.05","392,665.86","151,229.52","26,878.50","11,015.43",2008-12-30,2009-01-05,2
+20081223,TOTAL,"2,084,327.08","899,373.69","412,054.10","162,972.98","30,461.68","11,015.43",2008-12-23,2008-12-29,2
+20081216,TOTAL,"2,046,607.26","921,570.26","412,483.05","171,832.21","36,696.75","11,015.43",2008-12-16,2008-12-22,2
+20081209,TOTAL,"2,034,436.41","905,946.79","397,847.04","194,678.56","44,220.27","23,075.89",2008-12-09,2008-12-15,2
+20081202,TOTAL,"2,038,896.37","906,149.52","413,601.44","177,199.63","45,634.63","18,723.37",2008-12-02,2008-12-08,2
+20081125,TOTAL,"2,132,620.89","819,249.71","398,231.78","187,355.69","47,325.21","15,421.69",2008-11-25,2008-12-01,2
+20081118,TOTAL,"2,171,271.99","794,886.27","386,678.40","193,436.26","40,723.45","13,208.58",2008-11-18,2008-11-24,2
+20081111,TOTAL,"2,202,306.10","758,076.87","379,263.74","203,859.40","43,490.26","13,208.58",2008-11-11,2008-11-17,2
+20081104,TOTAL,"2,158,091.39","785,586.32","394,291.23","205,537.01","50,889.00","5,810.02",2008-11-04,2008-11-10,2
+20081028,TOTAL,"2,223,510.03","722,389.48","369,499.86","232,749.89","48,387.84","3,667.86",2008-10-28,2008-11-03,2
+20081021,TOTAL,"2,127,832.80","793,112.30","392,153.87","234,126.17","49,286.83","3,692.98",2008-10-21,2008-10-27,2
+20081014,TOTAL,"2,177,194.03","782,729.86","366,908.08","220,393.24","49,286.77","3,692.98",2008-10-14,2008-10-20,2
+20081007,TOTAL,"2,075,839.23","823,153.36","427,714.37","220,543.33","47,595.71","5,358.95",2008-10-07,2008-10-13,2
+20080930,TOTAL,"2,056,684.19","830,089.37","443,649.04","213,737.47","50,685.94","5,358.95",2008-09-30,2008-10-06,2
+20080923,TOTAL,"2,111,508.02","796,803.37","446,413.96","199,382.34","40,738.32","5,358.95",2008-09-23,2008-09-29,2
+20080916,TOTAL,"2,130,481.33","807,361.10","433,986.25","186,368.28","37,710.79","4,297.21",2008-09-16,2008-09-22,2
+20080909,TOTAL,"2,145,436.07","768,340.76","447,834.96","195,075.12","39,220.84","4,297.21",2008-09-09,2008-09-15,2
+20080902,TOTAL,"2,027,905.97","848,672.20","475,886.50","200,294.77","43,148.30","4,297.21",2008-09-02,2008-09-08,2
+20080826,TOTAL,"1,994,992.34","904,103.75","423,032.78","220,043.91","53,734.97","4,297.21",2008-08-26,2008-09-01,2
+20080819,TOTAL,"2,054,504.56","783,608.91","411,798.20","257,214.44","69,940.72","23,138.12",2008-08-19,2008-08-25,2
+20080812,TOTAL,"2,036,887.66","738,824.78","436,025.64","255,397.57","104,292.46","28,776.84",2008-08-12,2008-08-18,2
+20080805,TOTAL,"1,993,392.67","753,631.76","460,567.30","261,854.79","101,764.28","28,994.15",2008-08-05,2008-08-11,2
+20080729,TOTAL,"2,055,968.14","693,628.08","469,437.54","249,823.61","102,353.43","28,994.15",2008-07-29,2008-08-04,2
+20080722,TOTAL,"2,017,906.10","752,515.88","499,684.83","210,000.64","83,410.61","36,686.91",2008-07-22,2008-07-28,2
+20080715,TOTAL,"2,144,773.06","636,524.96","492,606.75","221,853.45","79,409.37","25,037.36",2008-07-15,2008-07-21,2
+20080708,TOTAL,"2,144,413.38","625,063.97","472,716.32","233,000.78","98,451.93","26,558.58",2008-07-08,2008-07-14,2
+20080701,TOTAL,"2,156,466.92","597,606.20","482,808.47","232,090.41","107,422.46","23,810.49",2008-07-01,2008-07-07,2
+20080624,TOTAL,"2,143,001.30","573,452.67","527,682.36","219,432.54","124,214.79","12,421.30",2008-06-24,2008-06-30,2
+20080617,TOTAL,"2,152,680.86","537,125.20","546,252.46","235,541.97","119,103.55","9,500.91",2008-06-17,2008-06-23,2
+20080610,TOTAL,"2,027,805.96","858,482.74","430,757.69","212,455.76","70,702.81",0.00,2008-06-10,2008-06-16,2
+20080603,TOTAL,"2,219,085.65","685,950.46","437,349.90","204,412.45","53,406.49",0.00,2008-06-03,2008-06-09,2
+20080527,TOTAL,"2,265,279.11","686,476.68","404,254.01","194,855.62","49,339.53",0.00,2008-05-27,2008-06-02,2
+20080520,TOTAL,"2,060,857.98","781,501.41","497,953.87","213,202.19","46,689.49",0.00,2008-05-20,2008-05-26,2
+20080513,TOTAL,"2,013,134.10","848,435.33","479,400.17","196,452.27","62,783.08",0.00,2008-05-13,2008-05-19,2
+20080506,TOTAL,"1,976,285.40","853,465.24","507,573.40","196,825.60","66,055.32",0.00,2008-05-06,2008-05-12,2
+20080429,TOTAL,"1,958,713.12","820,777.88","505,098.81","240,906.37","65,902.17","8,806.61",2008-04-29,2008-05-05,2
+20080422,TOTAL,"2,033,517.81","756,885.38","534,557.64","199,653.32","66,784.20","8,806.61",2008-04-22,2008-04-28,2
+20080415,TOTAL,"2,033,183.13","761,630.98","516,324.50","218,192.38","62,067.36","8,806.61",2008-04-15,2008-04-21,2
+20080408,TOTAL,"2,012,325.20","786,963.02","560,536.92","161,639.97","78,739.85",0.00,2008-04-08,2008-04-14,2
+20080401,TOTAL,"1,913,345.26","833,919.79","560,488.58","206,861.70","85,589.63",0.00,2008-04-01,2008-04-07,2
+20080325,TOTAL,"1,950,243.96","799,808.26","471,795.91","302,847.83","75,509.00",0.00,2008-03-25,2008-03-31,2
+20080318,TOTAL,"1,943,888.34","764,821.12","481,984.31","329,774.90","76,388.45","3,347.85",2008-03-18,2008-03-24,2
+20080311,TOTAL,"1,942,528.41","839,559.98","386,038.56","352,272.61","68,435.67","11,369.73",2008-03-11,2008-03-17,2
+20080304,TOTAL,"1,905,271.61","838,976.13","397,068.57","360,344.76","71,719.73","26,824.16",2008-03-04,2008-03-10,2
+20080226,TOTAL,"1,851,404.73","870,887.17","425,167.80","351,945.33","67,974.18","32,825.76",2008-02-26,2008-03-03,2
+20080219,TOTAL,"1,745,326.47","961,218.43","433,180.59","339,372.17","59,119.75","61,987.56",2008-02-19,2008-02-25,2
+20080212,TOTAL,"1,651,587.73","1,046,995.47","447,230.02","331,778.70","57,914.65","64,698.38",2008-02-12,2008-02-18,2
+20080205,TOTAL,"1,734,622.47","925,795.67","476,670.38","340,557.83","57,860.23","64,698.38",2008-02-05,2008-02-11,2
+20080129,TOTAL,"1,720,661.26","930,072.87","462,467.02","354,785.09","63,478.31","68,740.40",2008-01-29,2008-02-04,2
+20080122,TOTAL,"1,738,968.88","824,165.19","499,261.30","412,789.28","59,484.48","65,535.82",2008-01-22,2008-01-28,2
+20080115,TOTAL,"1,682,170.71","844,609.17","496,325.56","443,528.83","68,094.65","65,476.04",2008-01-15,2008-01-21,2
+20080108,TOTAL,"1,720,624.09","814,555.60","516,152.18","407,205.99","66,272.19","75,394.91",2008-01-08,2008-01-14,2
+20080101,TOTAL,"1,773,805.79","774,781.47","438,270.70","440,306.41","101,445.65","71,594.95",2008-01-01,2008-01-07,2
+20071225,TOTAL,"1,880,255.25","681,237.03","413,700.50","432,265.75","79,951.18","112,795.24",2007-12-25,2007-12-31,2
+20071218,TOTAL,"1,880,431.34","676,853.29","415,389.02","434,474.34","80,261.73","112,795.24",2007-12-18,2007-12-24,2
+20071211,TOTAL,"1,818,333.60","712,337.33","440,574.81","435,896.32","80,267.66","112,795.24",2007-12-11,2007-12-17,2
+20071204,TOTAL,"1,731,199.36","775,477.78","471,375.05","437,075.19","87,594.15","97,483.42",2007-12-04,2007-12-10,2
+20071127,TOTAL,"1,799,144.47","674,809.33","442,621.44","441,786.42","155,178.27","86,665.03",2007-11-27,2007-12-03,2
+20071120,TOTAL,"1,672,943.06","814,418.15","438,517.10","431,914.79","154,291.75","88,120.11",2007-11-20,2007-11-26,2
+20071113,TOTAL,"1,752,123.07","761,272.06","409,428.17","450,251.74","145,330.86","81,799.05",2007-11-13,2007-11-19,2
+20071106,TOTAL,"1,886,596.93","641,620.65","380,048.74","451,236.60","166,540.19","74,161.84",2007-11-06,2007-11-12,2
+20071030,TOTAL,"1,983,087.84","559,580.81","368,845.33","451,411.24","170,969.34","66,310.38",2007-10-30,2007-11-05,2
+20071023,TOTAL,"1,842,169.01","586,875.76","377,663.48","474,974.03","199,160.95","119,361.73",2007-10-23,2007-10-29,2
+20071016,TOTAL,"1,728,640.07","548,153.97","414,391.23","514,054.54","264,979.79","129,985.35",2007-10-16,2007-10-22,2
+20071009,TOTAL,"1,711,128.85","570,375.30","416,559.43","529,363.74","266,502.31","106,275.32",2007-10-09,2007-10-15,2
+20071002,TOTAL,"1,705,828.37","575,453.13","427,577.09","530,742.74","259,896.46","100,707.16",2007-10-02,2007-10-08,2
+20070925,TOTAL,"1,723,257.46","552,188.46","421,621.93","548,038.16","286,606.41","68,492.55",2007-09-25,2007-10-01,2
+20070918,TOTAL,"1,726,642.81","552,939.14","355,714.53","596,935.94","298,414.35","69,558.19",2007-09-18,2007-09-24,2
+20070911,TOTAL,"1,661,632.93","598,846.95","373,754.83","595,661.15","285,350.57","84,958.53",2007-09-11,2007-09-17,2
+20070904,TOTAL,"1,578,073.54","651,552.10","398,120.35","606,578.36","293,768.63","72,111.98",2007-09-04,2007-09-10,2
+20070828,TOTAL,"1,565,181.25","656,590.28","381,683.45","611,506.56","301,681.77","83,561.64",2007-08-28,2007-09-03,2
+20070821,TOTAL,"1,481,928.96","648,997.83","467,348.82","625,904.33","289,891.75","86,133.27",2007-08-21,2007-08-27,2
+20070814,TOTAL,"1,464,801.11","683,541.65","462,989.42","687,742.25","230,850.54","70,279.99",2007-08-14,2007-08-20,2
+20070807,TOTAL,"1,436,072.77","748,785.98","511,977.20","652,332.38","205,066.49","45,970.13",2007-08-07,2007-08-13,2
+20070731,TOTAL,"1,499,674.02","709,926.69","525,407.50","661,365.93","184,078.23","19,752.59",2007-07-31,2007-08-06,2
+20070724,TOTAL,"1,547,265.94","733,465.16","569,034.78","560,529.53","177,906.74","12,002.80",2007-07-24,2007-07-30,2
+20070717,TOTAL,"1,640,195.37","683,193.95","682,496.38","404,422.94","174,483.63","15,412.68",2007-07-17,2007-07-23,2
+20070710,TOTAL,"1,670,174.96","746,135.84","599,784.98","393,621.90","175,023.99","15,463.30",2007-07-10,2007-07-16,2
+20070703,TOTAL,"1,771,459.77","786,200.35","484,787.59","344,532.49","190,100.84","23,123.92",2007-07-03,2007-07-09,2
+20070626,TOTAL,"1,779,211.49","784,283.84","462,005.05","353,242.45","193,862.72","27,599.41",2007-06-26,2007-07-02,2
+20070619,TOTAL,"1,813,290.33","757,862.63","455,365.30","346,999.37","190,746.90","35,940.42",2007-06-19,2007-06-25,2
+20070612,TOTAL,"1,872,317.17","715,737.28","461,512.17","356,077.65","167,827.90","26,732.79",2007-06-12,2007-06-18,2
+20070605,TOTAL,"1,814,926.75","766,885.20","508,527.08","315,291.53","183,280.61","11,293.77",2007-06-05,2007-06-11,2
+20070529,TOTAL,"1,839,732.28","740,189.71","488,759.85","324,284.71","207,238.41",0.00,2007-05-29,2007-06-04,2
+20070522,TOTAL,"1,884,092.17","697,007.09","496,348.74","322,763.69","199,993.27",0.00,2007-05-22,2007-05-28,2
+20070515,TOTAL,"1,893,499.11","718,616.59","506,519.17","316,337.19","165,232.90",0.00,2007-05-15,2007-05-21,2
+20070508,TOTAL,"1,960,291.78","689,204.19","512,381.65","284,407.32","153,920.01",0.00,2007-05-08,2007-05-14,2
+20070501,TOTAL,"1,929,882.03","692,373.32","530,539.03","305,146.29","142,264.29",0.00,2007-05-01,2007-05-07,2
+20070424,TOTAL,"1,930,792.82","715,711.70","536,333.85","295,707.09","121,659.51",0.00,2007-04-24,2007-04-30,2
+20070417,TOTAL,"1,942,988.54","712,158.31","545,331.71","295,959.02","103,767.38",0.00,2007-04-17,2007-04-23,2
+20070410,TOTAL,"1,859,965.80","782,923.44","619,427.70","247,513.31","90,374.70",0.00,2007-04-10,2007-04-16,2
+20070403,TOTAL,"1,875,893.58","803,107.21","606,497.23","223,121.61","91,585.32",0.00,2007-04-03,2007-04-09,2
+20070327,TOTAL,"1,698,828.41","908,945.81","571,005.75","280,625.83","140,799.16",0.00,2007-03-27,2007-04-02,2
+20070320,TOTAL,"1,828,098.16","960,871.74","410,211.52","239,195.90","156,332.19","5,495.44",2007-03-20,2007-03-26,2
+20070313,TOTAL,"1,862,366.94","941,864.48","401,125.51","230,176.37","159,176.22","5,495.44",2007-03-13,2007-03-19,2
+20070306,TOTAL,"2,105,699.32","785,668.05","344,630.04","247,766.45","110,945.66","5,495.44",2007-03-06,2007-03-12,2
+20070227,TOTAL,"2,075,452.18","765,417.21","357,612.05","262,746.83","133,481.25","5,495.44",2007-02-27,2007-03-05,2
+20070220,TOTAL,"1,979,678.25","805,862.60","378,106.71","274,065.87","156,996.09","5,495.44",2007-02-20,2007-02-26,2
+20070213,TOTAL,"2,041,106.95","772,614.19","346,039.94","271,453.62","162,266.48","6,723.77",2007-02-13,2007-02-19,2
+20070206,TOTAL,"2,051,363.46","790,112.50","333,949.70","264,708.82","153,749.86","6,320.61",2007-02-06,2007-02-12,2
+20070130,TOTAL,"2,134,419.03","695,697.91","357,038.30","252,979.24","153,749.86","6,320.61",2007-01-30,2007-02-05,2
+20070123,TOTAL,"2,182,853.91","666,005.85","349,603.98","242,245.14","153,175.46","6,320.61",2007-01-23,2007-01-29,2
+20070116,TOTAL,"2,072,816.00","776,241.61","358,308.40","212,200.15","171,418.41","9,220.38",2007-01-16,2007-01-22,2
+20070109,TOTAL,"1,981,566.25","840,998.60","372,603.61","216,233.98","178,801.37","10,001.15",2007-01-09,2007-01-15,2
+20070102,TOTAL,"1,928,110.01","901,260.15","391,350.21","201,118.12","168,365.32","10,001.15",2007-01-02,2007-01-08,2
+20061226,TOTAL,"1,853,351.68","978,859.01","375,978.94","215,858.34","161,785.05","14,371.93",2006-12-26,2007-01-01,2
+20061219,TOTAL,"1,811,465.24","991,146.40","385,244.89","226,028.69","167,973.66","18,346.07",2006-12-19,2006-12-25,2
+20061212,TOTAL,"2,159,540.88","669,178.90","365,040.76","219,080.24","169,018.10","18,346.07",2006-12-12,2006-12-18,2
+20061205,TOTAL,"2,207,164.67","637,192.64","360,843.93","210,227.93","179,532.86","5,242.92",2006-12-05,2006-12-11,2
+20061128,TOTAL,"2,313,040.90","500,973.23","366,166.02","196,766.38","215,445.97","7,812.44",2006-11-28,2006-12-04,2
+20061121,TOTAL,"2,290,861.69","524,541.33","378,601.77","214,056.67","187,062.29","5,081.21",2006-11-21,2006-11-27,2
+20061114,TOTAL,"2,242,966.30","528,709.58","410,814.45","242,400.90","175,313.72",0.00,2006-11-14,2006-11-20,2
+20061107,TOTAL,"2,282,397.81","496,850.88","403,241.65","246,334.77","171,379.85",0.00,2006-11-07,2006-11-13,2
+20061031,TOTAL,"2,152,921.97","545,556.18","434,353.34","285,714.89","181,658.58",0.00,2006-10-31,2006-11-06,2
+20061024,TOTAL,"2,087,556.16","563,068.45","450,563.28","315,226.13","183,790.95",0.00,2006-10-24,2006-10-30,2
+20061017,TOTAL,"1,996,100.28","609,269.70","503,030.80","301,365.18","181,954.69","8,484.32",2006-10-17,2006-10-23,2
+20061010,TOTAL,"1,950,650.52","593,522.06","550,471.98","304,809.74","193,657.50","7,093.16",2006-10-10,2006-10-16,2
+20061003,TOTAL,"1,927,688.29","635,058.79","540,445.21","292,102.57","200,572.74","4,337.36",2006-10-03,2006-10-09,2
+20060926,TOTAL,"1,944,661.06","664,653.66","500,670.60","291,459.10","194,423.19","4,337.36",2006-09-26,2006-10-02,2
+20060919,TOTAL,"1,889,795.18","603,732.88","610,630.06","269,908.60","217,121.38","9,016.87",2006-09-19,2006-09-25,2
+20060912,TOTAL,"1,860,880.71","531,714.84","542,929.37","355,128.32","266,156.56","43,395.15",2006-09-12,2006-09-18,2
+20060905,TOTAL,"1,762,643.98","596,083.26","542,235.79","411,723.63","256,367.77","31,150.52",2006-09-05,2006-09-11,2
+20060829,TOTAL,"1,692,135.43","586,171.60","581,970.61","440,375.04","247,308.06","52,244.21",2006-08-29,2006-09-04,2
+20060822,TOTAL,"1,655,827.89","501,251.56","566,045.27","545,075.14","271,996.29","60,008.82",2006-08-22,2006-08-28,2
+20060815,TOTAL,"1,611,024.48","510,510.72","580,486.69","557,154.71","280,716.92","60,311.45",2006-08-15,2006-08-21,2
+20060808,TOTAL,"1,622,404.58","493,198.24","554,500.56","566,454.85","306,465.72","57,181.01",2006-08-08,2006-08-14,2
+20060801,TOTAL,"1,676,952.05","466,584.91","593,937.83","521,549.54","303,550.96","37,629.68",2006-08-01,2006-08-07,2
+20060725,TOTAL,"1,654,235.99","443,541.36","626,642.89","535,099.15","303,190.56","37,495.00",2006-07-25,2006-07-31,2
+20060718,TOTAL,"1,687,513.54","454,837.43","678,874.68","558,111.85","190,608.47","30,258.99",2006-07-18,2006-07-24,2
+20060711,TOTAL,"1,753,600.06","626,934.33","695,184.22","364,082.90","141,668.58","18,734.86",2006-07-11,2006-07-17,2
+20060704,TOTAL,"1,896,314.26","559,693.89","549,755.12","339,864.62","226,277.70","28,299.37",2006-07-04,2006-07-10,2
+20060627,TOTAL,"1,898,465.05","644,715.16","478,955.83","307,754.21","232,495.62","37,819.08",2006-06-27,2006-07-03,2
+20060620,TOTAL,"1,863,170.81","716,858.91","425,815.05","306,593.45","252,581.83","35,184.92",2006-06-20,2006-06-26,2
+20060613,TOTAL,"1,855,706.34","686,848.91","466,228.34","296,996.59","259,239.86","35,184.92",2006-06-13,2006-06-19,2
+20060606,TOTAL,"2,010,379.90","648,954.34","396,244.42","295,927.94","213,181.15","35,517.20",2006-06-06,2006-06-12,2
+20060530,TOTAL,"1,987,712.48","728,758.86","436,084.30","240,713.54","167,994.74","38,941.04",2006-05-30,2006-06-05,2
+20060523,TOTAL,"2,107,449.02","675,309.90","398,870.58","204,259.41","173,483.98","40,832.06",2006-05-23,2006-05-29,2
+20060516,TOTAL,"2,031,659.81","814,832.95","363,446.09","184,631.53","164,802.52","40,832.06",2006-05-16,2006-05-22,2
+20060509,TOTAL,"1,860,414.52","955,416.34","410,985.51","164,149.51","158,180.72","51,058.35",2006-05-09,2006-05-15,2
+20060502,TOTAL,"1,895,992.14","801,212.06","437,628.49","298,164.97","112,544.62","54,662.69",2006-05-02,2006-05-08,2
+20060425,TOTAL,"1,892,593.79","733,600.16","415,922.77","354,118.45","166,920.48","37,049.30",2006-04-25,2006-05-01,2
+20060418,TOTAL,"1,856,853.35","757,358.44","423,576.88","395,502.73","128,766.80","38,146.76",2006-04-18,2006-04-24,2
+20060411,TOTAL,"1,913,083.23","736,668.27","452,805.50","378,447.80","85,517.71","33,682.45",2006-04-11,2006-04-17,2
+20060404,TOTAL,"1,807,920.27","853,862.76","486,187.45","329,538.14","89,013.90","33,682.45",2006-04-04,2006-04-10,2
+20060328,TOTAL,"1,851,595.28","804,328.69","440,930.06","376,147.72","93,520.75","33,682.45",2006-03-28,2006-04-03,2
+20060321,TOTAL,"1,850,224.11","849,643.83","403,160.13","345,629.65","117,864.79","33,682.45",2006-03-21,2006-03-27,2
+20060314,TOTAL,"2,053,397.42","605,583.67","393,982.64","304,406.15","201,837.93","40,997.13",2006-03-14,2006-03-20,2
+20060307,TOTAL,"2,000,766.20","650,361.58","406,905.20","292,221.16","213,230.53","36,720.29",2006-03-07,2006-03-13,2
+20060228,TOTAL,"2,061,112.95","633,540.23","411,600.69","278,780.10","178,450.70","36,720.29",2006-02-28,2006-03-06,2
+20060221,TOTAL,"2,173,073.53","567,607.69","400,528.88","260,923.26","178,831.58","19,240.03",2006-02-21,2006-02-27,2
+20060214,TOTAL,"2,178,625.42","574,077.17","418,241.99","237,720.15","174,370.82","17,169.42",2006-02-14,2006-02-20,2
+20060207,TOTAL,"2,150,439.77","592,459.39","441,003.25","232,772.42","165,238.52","18,291.60",2006-02-07,2006-02-13,2
+20060131,TOTAL,"2,173,682.54","607,241.02","480,190.69","208,263.33","114,726.56","16,100.82",2006-01-31,2006-02-06,2
+20060124,TOTAL,"2,168,248.70","672,280.55","434,633.32","187,575.71","111,296.26","26,170.41",2006-01-24,2006-01-30,2
+20060117,TOTAL,"2,100,309.97","732,528.76","510,296.90","144,529.66","89,619.53","22,920.14",2006-01-17,2006-01-23,2
+20060110,TOTAL,"2,174,289.37","757,071.10","425,040.28","133,587.78","90,561.22","19,655.20",2006-01-10,2006-01-16,2
+20060103,TOTAL,"2,250,779.63","708,411.49","415,869.63","136,296.95","70,472.28","18,374.99",2006-01-03,2006-01-09,2
+20051227,TOTAL,"2,208,942.44","710,829.15","459,461.53","136,655.17","68,187.51","16,129.16",2005-12-27,2006-01-02,2
+20051220,TOTAL,"2,155,701.69","758,683.63","463,391.32","138,111.65","68,187.51","16,129.16",2005-12-20,2005-12-26,2
+20051213,TOTAL,"2,143,522.88","777,075.56","477,362.64","152,266.05","49,977.82",0.00,2005-12-13,2005-12-19,2
+20051206,TOTAL,"2,182,923.62","752,899.00","482,010.84","140,555.13","41,816.37",0.00,2005-12-06,2005-12-12,2
+20051129,TOTAL,"2,120,012.15","840,127.12","439,160.37","169,107.40","31,797.91",0.00,2005-11-29,2005-12-05,2
+20051122,TOTAL,"2,046,087.72","879,994.87","472,959.84","172,306.52","28,856.02",0.00,2005-11-22,2005-11-28,2
+20051115,TOTAL,"1,978,502.06","920,030.40","524,952.10","147,864.37","28,856.02",0.00,2005-11-15,2005-11-21,2
+20051108,TOTAL,"1,974,844.64","904,437.64","583,621.20","110,411.76","26,889.71",0.00,2005-11-08,2005-11-14,2
+20051101,TOTAL,"1,980,214.11","959,435.36","495,711.76","134,707.67","30,136.05",0.00,2005-11-01,2005-11-07,2
+20051025,TOTAL,"2,198,671.32","793,428.48","448,593.13","129,375.97","30,136.05",0.00,2005-10-25,2005-10-31,2
+20051018,TOTAL,"2,315,250.61","726,924.84","404,308.00","129,572.85","24,148.66",0.00,2005-10-18,2005-10-24,2
+20051011,TOTAL,"2,300,978.02","729,925.13","402,148.39","141,864.57","25,288.84",0.00,2005-10-11,2005-10-17,2
+20051004,TOTAL,"2,156,895.41","690,322.19","547,699.77","180,710.98","24,576.61",0.00,2005-10-04,2005-10-10,2
+20050927,TOTAL,"2,144,662.54","742,018.44","497,302.81","193,789.44","22,431.73",0.00,2005-09-27,2005-10-03,2
+20050920,TOTAL,"2,062,597.00","754,391.72","511,054.99","242,248.69","29,912.55",0.00,2005-09-20,2005-09-26,2
+20050913,TOTAL,"2,069,701.41","793,815.12","439,926.26","255,084.72","41,677.44",0.00,2005-09-13,2005-09-19,2
+20050906,TOTAL,"2,177,726.21","755,458.74","381,096.63","251,552.84","34,370.54",0.00,2005-09-06,2005-09-12,2
+20050830,TOTAL,"2,246,102.48","694,539.68","403,749.37","230,654.35","25,159.08",0.00,2005-08-30,2005-09-05,2
+20050823,TOTAL,"2,213,745.79","680,977.61","433,282.79","247,039.68","25,159.08",0.00,2005-08-23,2005-08-29,2
+20050816,TOTAL,"2,108,445.88","728,699.43","468,998.33","264,280.22","29,781.09",0.00,2005-08-16,2005-08-22,2
+20050809,TOTAL,"2,034,362.56","731,432.07","495,548.79","283,844.08","55,017.46",0.00,2005-08-09,2005-08-15,2
+20050802,TOTAL,"2,024,099.43","695,006.96","511,061.83","314,684.39","55,352.35",0.00,2005-08-02,2005-08-08,2
+20050726,TOTAL,"2,047,667.62","685,746.74","504,651.29","303,813.46","58,325.85",0.00,2005-07-26,2005-08-01,2
+20050719,TOTAL,"2,150,397.52","596,888.60","496,122.89","311,616.52","45,179.43",0.00,2005-07-19,2005-07-25,2
+20050712,TOTAL,"2,234,769.70","569,981.83","480,077.15","273,841.56","41,534.73",0.00,2005-07-12,2005-07-18,2
+20050705,TOTAL,"2,160,791.71","629,298.22","466,422.93","294,408.67","49,283.42",0.00,2005-07-05,2005-07-11,2
+20050628,TOTAL,"2,121,594.54","720,391.69","465,514.63","271,345.61","21,358.48",0.00,2005-06-28,2005-07-04,2
+20050621,TOTAL,"2,376,966.01","532,683.59","462,148.99","228,406.37",0.00,0.00,2005-06-21,2005-06-27,2
+20050614,TOTAL,"2,384,234.27","487,687.13","497,460.38","215,585.25","15,237.91",0.00,2005-06-14,2005-06-20,2
+20050607,TOTAL,"2,247,487.49","539,939.35","546,612.16","233,716.65","32,449.31",0.00,2005-06-07,2005-06-13,2
+20050531,TOTAL,"2,239,478.72","643,748.96","399,303.74","260,837.60","56,835.94",0.00,2005-05-31,2005-06-06,2
+20050524,TOTAL,"2,255,056.16","671,768.10","352,379.56","264,165.20","56,835.94",0.00,2005-05-24,2005-05-30,2
+20050517,TOTAL,"2,387,177.16","571,147.04","328,320.46","256,724.37","56,835.94",0.00,2005-05-17,2005-05-23,2
+20050510,TOTAL,"2,170,206.85","752,776.62","278,792.90","299,465.46","98,963.13",0.00,2005-05-10,2005-05-16,2
+20050503,TOTAL,"2,264,857.68","680,042.83","258,747.09","257,115.76","119,401.91","20,039.69",2005-05-03,2005-05-09,2
+20050426,TOTAL,"2,526,653.24","407,538.23","266,038.85","257,202.17","117,306.03","25,466.44",2005-04-26,2005-05-02,2
+20050419,TOTAL,"2,524,916.38","408,376.66","246,085.72","247,323.99","127,467.98","46,034.22",2005-04-19,2005-04-25,2
+20050412,TOTAL,"2,613,159.97","281,970.34","240,855.55","298,516.34","121,013.28","44,689.47",2005-04-12,2005-04-18,2
+20050405,TOTAL,"2,497,881.46","345,130.59","265,460.33","320,780.05","127,398.70","43,553.83",2005-04-05,2005-04-11,2
+20050329,TOTAL,"2,473,627.87","346,795.82","282,823.76","321,654.45","129,929.49","45,373.57",2005-03-29,2005-04-04,2
+20050322,TOTAL,"2,399,019.57","394,225.29","278,443.46","327,375.05","154,010.54","47,131.04",2005-03-22,2005-03-28,2
+20050315,TOTAL,"2,386,328.83","406,916.04","278,443.46","327,375.05","154,010.54","47,131.04",2005-03-15,2005-03-21,2
+20050308,TOTAL,"2,393,832.95","401,486.95","299,906.14","337,871.95","127,042.55","40,064.42",2005-03-08,2005-03-14,2
+20050301,TOTAL,"2,445,192.37","351,941.27","313,997.89","323,343.24","126,072.23","39,657.95",2005-03-01,2005-03-07,2
+20050222,TOTAL,"2,406,368.56","376,584.93","353,950.65","287,606.24","144,290.13","31,404.44",2005-02-22,2005-02-28,2
+20050215,TOTAL,"2,420,370.13","360,534.62","392,326.57","253,378.35","142,190.84","31,404.44",2005-02-15,2005-02-21,2
+20050208,TOTAL,"2,434,659.75","325,448.25","415,917.17","254,845.94","137,929.41","31,404.44",2005-02-08,2005-02-14,2
+20050201,TOTAL,"2,424,368.25","320,327.46","427,472.37","281,560.21","124,934.46","21,542.20",2005-02-01,2005-02-07,2
+20050125,TOTAL,"2,422,135.33","436,704.19","334,876.16","256,030.41","128,916.66","21,542.20",2005-01-25,2005-01-31,2
+20050118,TOTAL,"2,426,980.44","443,623.64","326,850.74","258,433.96","122,773.97","21,542.20",2005-01-18,2005-01-24,2
+20050111,TOTAL,"2,399,892.85","467,745.87","322,443.96","264,151.48","123,272.64","22,698.17",2005-01-11,2005-01-17,2
+20050104,TOTAL,"2,487,380.60","341,715.03","308,152.72","285,253.17","154,645.21","23,058.21",2005-01-04,2005-01-10,2
+20041228,TOTAL,"2,433,681.88","351,520.11","318,390.66","300,264.26","168,584.45","27,763.59",2004-12-28,2005-01-03,2
+20041221,TOTAL,"2,368,533.15","415,845.04","317,141.28","306,425.98","164,495.92","27,763.59",2004-12-21,2004-12-27,2
+20041214,TOTAL,"2,416,935.31","374,907.23","324,473.57","295,754.66","161,175.15","26,959.04",2004-12-14,2004-12-20,2
+20041207,TOTAL,"2,391,419.33","396,146.47","316,573.24","300,770.78","167,235.97","28,059.17",2004-12-07,2004-12-13,2
+20041130,TOTAL,"2,372,826.78","415,677.73","308,861.12","307,544.19","167,235.97","28,059.17",2004-11-30,2004-12-06,2
+20041123,TOTAL,"2,288,418.15","456,365.65","323,258.93","294,790.09","209,312.97","28,059.17",2004-11-23,2004-11-29,2
+20041116,TOTAL,"2,267,285.99","473,141.16","325,708.38","293,264.05","212,746.22","28,059.17",2004-11-16,2004-11-22,2
+20041109,TOTAL,"2,287,600.96","453,848.27","314,650.94","301,787.74","214,257.88","28,059.17",2004-11-09,2004-11-15,2
+20041102,TOTAL,"2,282,161.02","458,088.22","284,436.87","324,682.18","222,777.51","28,059.17",2004-11-02,2004-11-08,2
+20041026,TOTAL,"2,225,417.92","479,156.53","316,840.14","328,110.45","222,620.75","28,059.17",2004-10-26,2004-11-01,2
+20041019,TOTAL,"2,225,278.07","447,571.41","305,302.98","332,832.24","260,193.07","29,027.20",2004-10-19,2004-10-25,2
+20041012,TOTAL,"2,154,456.79","492,812.29","313,192.93","349,782.29","260,011.62","29,949.02",2004-10-12,2004-10-18,2
+20041005,TOTAL,"2,038,357.39","589,509.30","323,213.33","366,160.64","254,923.35","28,040.94",2004-10-05,2004-10-11,2
+20040928,TOTAL,"2,187,083.68","495,540.59","261,415.14","364,711.00","263,413.59","28,040.94",2004-09-28,2004-10-04,2
+20040921,TOTAL,"2,112,862.38","566,520.86","259,493.57","369,471.65","263,815.54","28,040.94",2004-09-21,2004-09-27,2
+20040914,TOTAL,"2,136,150.78","533,108.21","263,946.79","358,181.42","279,816.73","29,001.03",2004-09-14,2004-09-20,2
+20040907,TOTAL,"2,174,527.00","445,601.51","304,606.88","353,500.35","286,340.48","35,628.73",2004-09-07,2004-09-13,2
+20040831,TOTAL,"2,128,933.59","400,627.46","386,615.99","336,923.91","310,763.21","36,340.80",2004-08-31,2004-09-06,2
+20040824,TOTAL,"2,093,259.19","423,411.98","390,181.71","343,452.39","312,831.03","37,068.66",2004-08-24,2004-08-30,2
+20040817,TOTAL,"2,033,975.70","458,185.42","396,992.86","350,326.36","322,817.47","37,907.16",2004-08-17,2004-08-23,2
+20040810,TOTAL,"1,944,084.76","610,325.03","329,478.19","374,973.70","303,436.13","37,907.16",2004-08-10,2004-08-16,2
+20040803,TOTAL,"1,892,788.20","685,835.27","298,532.30","394,040.47","287,616.18","41,392.54",2004-08-03,2004-08-09,2
+20040727,TOTAL,"1,933,809.52","656,321.03","297,519.15","389,899.69","281,263.03","41,392.54",2004-07-27,2004-08-02,2
+20040720,TOTAL,"1,970,755.42","595,106.53","307,479.70","407,411.79","276,489.00","42,962.52",2004-07-20,2004-07-26,2
+20040713,TOTAL,"2,039,455.15","554,229.61","278,890.09","408,178.58","283,383.27","36,068.25",2004-07-13,2004-07-19,2
+20040706,TOTAL,"2,063,901.94","521,446.32","309,624.25","387,282.65","281,881.54","36,068.25",2004-07-06,2004-07-12,2
+20040629,TOTAL,"2,085,087.41","500,083.24","307,038.94","375,897.79","295,328.24","36,769.34",2004-06-29,2004-07-05,2
+20040622,TOTAL,"2,124,300.27","390,811.88","354,514.04","394,511.24","299,298.19","36,769.34",2004-06-22,2004-06-28,2
+20040615,TOTAL,"2,039,691.22","430,162.82","364,791.07","388,046.35","339,073.72","38,439.77",2004-06-15,2004-06-21,2
+20040608,TOTAL,"1,938,468.26","502,161.55","382,722.09","395,863.59","363,409.85","17,579.61",2004-06-08,2004-06-14,2
+20040601,TOTAL,"1,835,774.79","581,177.98","409,026.57","389,012.78","360,940.47","24,272.36",2004-06-01,2004-06-07,2
+20040525,TOTAL,"1,758,174.00","641,034.13","422,398.54","389,980.27","364,345.65","24,272.36",2004-05-25,2004-05-31,2
+20040518,TOTAL,"1,863,762.73","614,022.17","357,173.33","399,863.00","332,029.80","33,353.94",2004-05-18,2004-05-24,2
+20040511,TOTAL,"1,826,654.63","597,143.63","365,422.36","439,605.38","338,526.61","32,852.34",2004-05-11,2004-05-17,2
+20040504,TOTAL,"1,840,866.74","565,572.88","390,414.06","441,727.21","329,193.22","32,430.84",2004-05-04,2004-05-10,2
+20040427,TOTAL,"1,794,908.94","637,064.13","388,649.29","462,026.17","292,519.45","25,036.98",2004-04-27,2004-05-03,2
+20040420,TOTAL,"1,726,980.78","721,417.54","370,091.42","454,081.70","302,596.54","25,036.98",2004-04-20,2004-04-26,2
+20040413,TOTAL,"1,799,394.41","705,408.65","336,741.83","447,162.18","287,005.67","24,492.22",2004-04-13,2004-04-19,2
+20040406,TOTAL,"1,839,671.72","677,336.23","321,877.13","451,529.23","290,473.79","19,316.86",2004-04-06,2004-04-12,2
+20040330,TOTAL,"1,860,718.58","615,918.71","307,345.13","422,860.39","335,227.79","58,134.36",2004-03-30,2004-04-05,2
+20040323,TOTAL,"1,887,578.05","558,705.58","336,447.07","437,121.20","322,218.68","58,134.36",2004-03-23,2004-03-29,2
+20040316,TOTAL,"2,001,576.66","464,444.26","320,072.61","442,989.42","312,987.64","58,134.36",2004-03-16,2004-03-22,2
+20040309,TOTAL,"1,991,639.80","451,493.84","329,495.12","452,923.90","316,517.94","58,134.36",2004-03-09,2004-03-15,2
+20040302,TOTAL,"1,891,135.08","530,532.50","328,461.55","473,052.50","314,332.71","62,690.62",2004-03-02,2004-03-08,2
+20040224,TOTAL,"1,863,472.04","504,611.79","307,295.36","482,394.64","357,422.29","85,008.83",2004-02-24,2004-03-01,2
+20040217,TOTAL,"1,829,618.81","528,841.37","316,918.69","490,668.54","349,148.70","85,008.83",2004-02-17,2004-02-23,2
+20040210,TOTAL,"1,828,480.35","534,747.98","314,402.82","486,694.82","350,870.15","85,008.83",2004-02-10,2004-02-16,2
+20040203,TOTAL,"1,871,171.17","469,688.32","332,116.56","477,235.16","360,769.04","89,224.70",2004-02-03,2004-02-09,2
+20040127,TOTAL,"1,871,171.17","449,256.04","348,421.41","463,813.47","376,988.59","90,554.28",2004-01-27,2004-02-02,2
+20040120,TOTAL,"1,849,587.73","432,226.50","378,000.76","471,530.46","382,066.40","86,793.11",2004-01-20,2004-01-26,2
+20040113,TOTAL,"1,787,766.40","477,193.87","380,706.92","475,582.06","384,092.14","94,863.57",2004-01-13,2004-01-19,2
+20040106,TOTAL,"1,740,742.54","476,859.59","403,877.18","490,173.49","376,912.01","111,640.13",2004-01-06,2004-01-12,2
+20031230,TOTAL,"1,829,843.71","390,417.55","363,926.87","535,234.38","378,489.82","102,292.64",2003-12-30,2004-01-05,2
+20031223,TOTAL,"1,819,416.81","348,846.98","412,454.06","488,909.90","418,594.52","111,982.69",2003-12-23,2003-12-29,2
+20031216,TOTAL,"1,829,216.47","339,263.56","410,670.04","492,877.15","426,774.84","101,402.90",2003-12-16,2003-12-22,2
+20031209,TOTAL,"1,755,937.42","401,716.50","427,443.32","498,256.27","417,491.80","99,359.64",2003-12-09,2003-12-15,2
+20031202,TOTAL,"1,774,682.24","386,997.28","426,698.56","492,402.47","418,737.43","100,686.98",2003-12-02,2003-12-08,2
+20031125,TOTAL,"1,749,542.03","405,229.85","433,868.08","480,851.03","431,627.26","99,086.72",2003-11-25,2003-12-01,2
+20031118,TOTAL,"1,709,898.59","430,673.41","443,966.39","483,086.57","437,048.69","95,531.31",2003-11-18,2003-11-24,2
+20031111,TOTAL,"1,663,796.12","463,783.29","444,813.40","472,950.44","454,341.93","100,519.78",2003-11-11,2003-11-17,2
+20031104,TOTAL,"1,701,974.76","454,164.41","422,912.07","468,996.13","473,807.36","78,350.23",2003-11-04,2003-11-10,2
+20031028,TOTAL,"1,665,572.35","465,288.62","412,473.32","507,158.96","473,377.16","76,334.53",2003-10-28,2003-11-03,2
+20031021,TOTAL,"1,718,371.25","476,151.15","364,018.56","522,070.05","458,276.21","61,317.73",2003-10-21,2003-10-27,2
+20031014,TOTAL,"1,775,937.44","422,026.15","373,740.50","501,578.77","465,531.01","61,391.09",2003-10-14,2003-10-20,2
+20031007,TOTAL,"1,803,398.73","339,262.79","444,558.50","509,303.02","441,407.62","62,274.30",2003-10-07,2003-10-13,2
+20030930,TOTAL,"1,730,557.51","411,207.05","460,150.68","490,808.90","444,480.40","63,000.42",2003-09-30,2003-10-06,2
+20030923,TOTAL,"1,687,785.04","396,872.20","496,362.42","512,103.94","444,742.33","62,339.04",2003-09-23,2003-09-29,2
+20030916,TOTAL,"1,702,847.22","382,158.35","477,126.39","521,382.29","450,749.53","65,941.18",2003-09-16,2003-09-22,2
+20030909,TOTAL,"1,636,101.50","328,188.34","500,609.46","592,024.15","476,769.75","66,511.75",2003-09-09,2003-09-15,2
+20030902,TOTAL,"1,648,692.36","371,686.89","543,363.60","521,955.79","456,448.38","58,057.94",2003-09-02,2003-09-08,2
+20030826,TOTAL,"1,566,730.41","381,862.05","530,268.28","553,796.81","501,407.53","66,139.88",2003-08-26,2003-09-01,2
+20030819,TOTAL,"1,632,029.08","475,317.86","464,884.46","505,347.14","459,003.18","63,623.24",2003-08-19,2003-08-25,2
+20030812,TOTAL,"1,807,779.14","319,392.45","494,018.68","517,381.31","403,088.41","58,544.96",2003-08-12,2003-08-18,2
+20030805,TOTAL,"1,859,110.79","292,311.64","541,951.86","457,888.97","389,458.93","59,482.76",2003-08-05,2003-08-11,2
+20030729,TOTAL,"1,923,037.33","257,217.55","548,646.56","416,951.81","389,712.28","64,639.42",2003-07-29,2003-08-04,2
+20030722,TOTAL,"1,909,835.34","533,847.59","371,094.00","339,103.72","396,372.28","49,952.03",2003-07-22,2003-07-28,2
+20030715,TOTAL,"1,846,660.13","791,006.42","245,827.07","340,454.58","351,770.77","24,485.99",2003-07-15,2003-07-21,2
+20030708,TOTAL,"2,058,748.14","649,985.68","220,062.93","326,778.57","320,184.40","24,445.23",2003-07-08,2003-07-14,2
+20030701,TOTAL,"1,941,606.50","731,425.91","271,727.24","329,719.04","302,972.53","22,753.73",2003-07-01,2003-07-07,2
+20030624,TOTAL,"1,809,787.74","734,343.34","389,892.99","344,165.85","295,546.16","26,468.88",2003-06-24,2003-06-30,2
+20030617,TOTAL,"1,809,952.85","720,531.53","405,642.40","335,496.39","298,430.51","30,151.28",2003-06-17,2003-06-23,2
+20030610,TOTAL,"1,800,765.16","615,193.58","464,608.84","411,727.55","277,161.90","30,747.92",2003-06-10,2003-06-16,2
+20030603,TOTAL,"1,763,017.82","572,701.16","524,182.52","435,713.95","286,372.11","18,217.40",2003-06-03,2003-06-09,2
+20030527,TOTAL,"1,862,885.02","472,791.06","525,359.29","431,158.92","289,924.15","18,086.52",2003-05-27,2003-06-02,2
+20030520,TOTAL,"1,841,063.55","473,684.39","518,862.06","461,356.39","287,180.84","18,057.72",2003-05-20,2003-05-26,2
+20030513,TOTAL,"1,801,755.55","535,818.51","624,181.16","326,438.31","293,465.82","18,545.61",2003-05-13,2003-05-19,2
+20030506,TOTAL,"1,648,482.64","662,237.56","584,276.63","378,173.17","319,146.27","7,888.68",2003-05-06,2003-05-12,2
+20030429,TOTAL,"1,525,995.34","758,312.59","465,129.30","458,885.98","383,969.61","7,912.14",2003-04-29,2003-05-05,2
+20030422,TOTAL,"1,681,505.75","628,201.45","472,237.58","386,758.81","423,658.63","7,842.74",2003-04-22,2003-04-28,2
+20030415,TOTAL,"1,627,787.96","664,975.04","488,033.22","383,969.09","428,559.99","6,879.66",2003-04-15,2003-04-21,2
+20030408,TOTAL,"1,681,275.18","626,793.22","474,641.20","372,781.81","436,824.78","7,888.77",2003-04-08,2003-04-14,2
+20030401,TOTAL,"1,608,989.52","648,850.57","462,192.18","411,197.02","451,458.30","17,517.37",2003-04-01,2003-04-07,2
+20030325,TOTAL,"1,598,763.00","557,430.38","517,101.72","412,394.32","477,757.35","36,758.20",2003-03-25,2003-03-31,2
+20030318,TOTAL,"1,553,371.60","586,606.23","507,392.20","375,938.33","526,161.21","50,735.38",2003-03-18,2003-03-24,2
+20030311,TOTAL,"1,636,472.41","615,336.13","375,193.88","392,499.46","529,852.23","50,850.85",2003-03-11,2003-03-17,2
+20030304,TOTAL,"1,699,737.42","551,891.21","370,102.94","379,883.63","538,494.32","60,095.44",2003-03-04,2003-03-10,2
+20030225,TOTAL,"1,714,128.24","577,286.77","331,852.85","377,687.35","536,702.45","62,547.30",2003-02-25,2003-03-03,2
+20030218,TOTAL,"1,731,990.18","534,411.54","373,691.21","355,147.71","542,201.94","62,762.37",2003-02-18,2003-02-24,2
+20030211,TOTAL,"1,682,936.43","552,841.21","377,734.14","365,364.37","551,698.43","69,630.38",2003-02-11,2003-02-17,2
+20030204,TOTAL,"1,726,001.58","538,244.04","373,059.79","345,131.37","550,042.06","67,726.11",2003-02-04,2003-02-10,2
+20030128,TOTAL,"1,753,399.46","510,361.56","346,967.62","361,968.81","552,187.62","75,319.88",2003-01-28,2003-02-03,2
+20030121,TOTAL,"1,786,667.64","480,844.79","348,351.45","366,607.87","546,677.18","71,056.03",2003-01-21,2003-01-27,2
+20030114,TOTAL,"1,853,426.82","422,336.26","356,635.25","415,487.41","474,857.60","77,461.61",2003-01-14,2003-01-20,2
+20030107,TOTAL,"1,858,504.99","460,569.85","342,357.81","448,551.51","439,332.21","50,888.58",2003-01-07,2003-01-13,2
+20021231,TOTAL,"1,939,663.48","419,761.25","328,670.32","483,370.85","390,223.06","38,516.00",2002-12-31,2003-01-06,2
+20021224,TOTAL,"1,893,395.94","439,763.34","345,036.32","503,706.19","379,723.84","38,579.33",2002-12-24,2002-12-30,2
+20021217,TOTAL,"1,858,936.28","460,789.92","355,153.74","507,225.58","379,739.98","38,359.46",2002-12-17,2002-12-23,2
+20021210,TOTAL,"1,749,858.00","533,108.94","392,019.77","514,473.07","372,812.90","37,932.27",2002-12-10,2002-12-16,2
+20021203,TOTAL,"1,824,491.05","511,148.71","464,688.45","401,466.33","365,688.98","32,721.43",2002-12-03,2002-12-09,2
+20021126,TOTAL,"1,834,562.19","518,199.50","458,631.50","381,776.47","373,588.51","33,446.78",2002-11-26,2002-12-02,2
+20021119,TOTAL,"1,825,541.47","514,982.14","469,225.83","382,078.58","373,666.16","34,710.78",2002-11-19,2002-11-25,2
+20021112,TOTAL,"1,819,560.32","491,504.94","489,934.26","392,189.44","373,414.92","33,601.07",2002-11-12,2002-11-18,2
+20021105,TOTAL,"1,769,245.14","382,667.76","541,494.68","463,288.53","403,646.89","39,861.96",2002-11-05,2002-11-11,2
+20021029,TOTAL,"1,765,414.91","426,907.08","515,300.92","438,106.86","413,819.94","40,655.25",2002-10-29,2002-11-04,2
+20021022,TOTAL,"1,654,695.20","488,309.21","543,518.41","448,367.76","425,003.03","40,311.35",2002-10-22,2002-10-28,2
+20021015,TOTAL,"1,563,365.10","538,675.25","558,347.21","462,757.82","436,718.01","40,341.57",2002-10-15,2002-10-21,2
+20021008,TOTAL,"1,457,067.25","633,327.35","536,190.30","466,370.87","444,261.26","62,987.93",2002-10-08,2002-10-14,2
+20021001,TOTAL,"1,466,410.83","672,413.09","457,327.60","467,503.80","442,258.33","94,291.31",2002-10-01,2002-10-07,2
+20020924,TOTAL,"1,551,566.42","462,960.28","511,937.99","508,636.13","466,015.34","99,088.79",2002-09-24,2002-09-30,2
+20020917,TOTAL,"1,451,606.56","539,357.62","493,731.34","516,512.95","482,192.25","116,804.24",2002-09-17,2002-09-23,2
+20020910,TOTAL,"1,462,478.68","494,611.33","498,955.21","526,939.83","466,733.51","150,486.40",2002-09-10,2002-09-16,2
+20020903,TOTAL,"1,406,647.23","691,168.90","415,845.77","442,018.85","457,247.42","187,276.78",2002-09-03,2002-09-09,2
+20020827,TOTAL,"1,474,461.90","642,647.68","421,984.74","354,404.39","483,774.90","222,931.36",2002-08-27,2002-09-02,2
+20020820,TOTAL,"1,408,866.84","715,932.96","419,322.33","342,970.29","476,978.17","236,134.36",2002-08-20,2002-08-26,2
+20020813,TOTAL,"1,238,324.32","842,969.35","455,730.55","358,892.48","480,336.51","223,951.74",2002-08-13,2002-08-19,2
+20020806,TOTAL,"1,228,079.44","865,576.09","430,386.38","377,734.53","488,528.69","209,899.83",2002-08-06,2002-08-12,2
+20020730,TOTAL,"1,228,887.98","853,900.43","475,253.73","365,404.38","493,069.06","183,689.37",2002-07-30,2002-08-05,2
+20020723,TOTAL,"1,257,516.51","794,446.09","468,300.82","401,625.33","498,172.67","180,143.54",2002-07-23,2002-07-29,2
+20020716,TOTAL,"1,440,501.98","699,979.91","436,106.75","382,541.17","475,091.96","165,983.19",2002-07-16,2002-07-22,2
+20020709,TOTAL,"1,453,669.93","709,162.42","440,617.62","379,870.29","451,244.40","165,640.30",2002-07-09,2002-07-15,2
+20020702,TOTAL,"1,473,665.96","678,539.45","405,638.45","413,126.55","470,212.09","159,022.47",2002-07-02,2002-07-08,2
+20020625,TOTAL,"1,500,512.06","661,542.33","431,477.21","407,694.30","493,609.41","105,369.65",2002-06-25,2002-07-01,2
+20020618,TOTAL,"1,537,251.81","650,633.19","456,262.23","416,745.11","464,782.87","74,529.74",2002-06-18,2002-06-24,2
+20020611,TOTAL,"1,473,548.54","767,100.69","446,730.15","411,126.11","439,345.62","62,353.86",2002-06-11,2002-06-17,2
+20020604,TOTAL,"1,439,801.91","820,272.11","437,687.67","395,664.24","425,446.21","81,332.82",2002-06-04,2002-06-10,2
+20020528,TOTAL,"1,655,592.92","575,932.71","438,772.80","399,985.72","447,857.18","82,063.64",2002-05-28,2002-06-03,2
+20020521,TOTAL,"1,713,375.82","553,340.23","419,174.14","406,818.83","489,145.61","18,350.32",2002-05-21,2002-05-27,2
+20020514,TOTAL,"1,659,261.95","534,410.36","463,888.95","448,293.26","474,884.79","19,465.65",2002-05-14,2002-05-20,2
+20020507,TOTAL,"1,593,949.72","683,975.64","369,527.78","609,829.21","324,427.62","18,494.98",2002-05-07,2002-05-13,2
+20020430,TOTAL,"1,661,853.85","648,109.71","358,279.82","572,561.40","351,006.93","8,393.25",2002-04-30,2002-05-06,2
+20020423,TOTAL,"1,624,661.49","677,365.50","401,701.52","614,755.96","281,720.48",0.00,2002-04-23,2002-04-29,2
+20020416,TOTAL,"1,652,766.34","647,817.10","474,626.88","622,095.35","202,899.28",0.00,2002-04-16,2002-04-22,2
+20020409,TOTAL,"1,630,341.00","688,959.94","506,035.48","606,424.93","168,443.61",0.00,2002-04-09,2002-04-15,2
+20020402,TOTAL,"1,591,349.25","769,141.06","504,468.59","577,836.95","157,409.11",0.00,2002-04-02,2002-04-08,2
+20020326,TOTAL,"1,530,399.52","822,104.42","544,902.79","509,553.70","193,244.52",0.00,2002-03-26,2002-04-01,2
+20020319,TOTAL,"1,531,938.92","841,539.06","622,712.56","405,059.61","198,954.80",0.00,2002-03-19,2002-03-25,2
+20020312,TOTAL,"1,483,180.16","795,601.84","673,099.89","444,857.64","203,465.44",0.00,2002-03-12,2002-03-18,2
+20020305,TOTAL,"1,686,649.48","814,495.23","552,737.83","376,190.44","170,131.98",0.00,2002-03-05,2002-03-11,2
+20020226,TOTAL,"1,678,143.10","832,458.38","544,988.28","371,307.59","173,307.61",0.00,2002-02-26,2002-03-04,2
+20020219,TOTAL,"1,774,427.70","760,742.86","560,579.47","334,820.34","169,634.59",0.00,2002-02-19,2002-02-25,2
+20020212,TOTAL,"1,835,298.62","747,933.57","518,236.76","340,109.51","158,626.50",0.00,2002-02-12,2002-02-18,2
+20020205,TOTAL,"1,865,635.95","769,050.95","468,813.83","330,917.47","165,786.76",0.00,2002-02-05,2002-02-11,2
+20020129,TOTAL,"1,876,689.93","749,701.86","471,647.40","342,812.86","159,352.90",0.00,2002-01-29,2002-02-04,2
+20020122,TOTAL,"1,901,225.03","707,163.86","457,560.89","364,508.70","169,746.48",0.00,2002-01-22,2002-01-28,2
+20020115,TOTAL,"1,905,662.22","681,845.26","463,347.71","375,982.96","173,366.81",0.00,2002-01-15,2002-01-21,2
+20020108,TOTAL,"1,960,560.85","595,235.25","434,626.96","420,094.14","189,687.75",0.00,2002-01-08,2002-01-14,2
+20020101,TOTAL,"1,990,248.11","507,389.03","419,472.14","419,815.77","263,279.91",0.00,2002-01-01,2002-01-07,2
+20011225,TOTAL,"1,993,932.60","512,287.04","414,165.34","435,483.11","244,336.88",0.00,2001-12-25,2001-12-31,2
+20011218,TOTAL,"1,997,190.74","491,057.18","419,155.60","432,759.58","260,041.85",0.00,2001-12-18,2001-12-24,2
+20011211,TOTAL,"1,963,446.52","519,482.31","458,553.38","397,295.08","261,427.67",0.00,2001-12-11,2001-12-17,2
+20011204,TOTAL,"1,916,417.77","519,730.49","451,627.19","429,058.88","283,370.62",0.00,2001-12-04,2001-12-10,2
+20011127,TOTAL,"1,900,578.11","556,502.98","423,650.16","390,756.78","328,716.92",0.00,2001-11-27,2001-12-03,2
+20011120,TOTAL,"1,761,648.72","659,021.73","439,765.65","406,937.85","332,831.01",0.00,2001-11-20,2001-11-26,2
+20011113,TOTAL,"1,754,875.35","666,784.67","482,089.89","353,216.26","343,238.78",0.00,2001-11-13,2001-11-19,2
+20011106,TOTAL,"1,852,664.73","625,744.12","450,242.15","328,315.21","343,238.74",0.00,2001-11-06,2001-11-12,2
+20011030,TOTAL,"1,931,187.68","594,115.23","445,958.68","329,255.41","299,687.96",0.00,2001-10-30,2001-11-05,2
+20011023,TOTAL,"2,034,419.89","619,432.07","353,030.44","292,406.66","300,915.90",0.00,2001-10-23,2001-10-29,2
+20011016,TOTAL,"2,207,349.27","529,761.45","286,828.86","275,349.57","300,915.80",0.00,2001-10-16,2001-10-22,2
+20011009,TOTAL,"2,170,759.79","550,771.42","308,562.17","269,195.77","300,915.81",0.00,2001-10-09,2001-10-15,2
+20011002,TOTAL,"2,267,918.63","481,231.38","280,807.26","280,186.34","290,061.35",0.00,2001-10-02,2001-10-08,2
+20010925,TOTAL,"2,280,837.07","463,213.35","260,715.60","313,177.37","282,261.57",0.00,2001-09-25,2001-10-01,2
+20010918,TOTAL,"2,140,722.81","567,272.31","292,509.75","317,982.89","281,717.19",0.00,2001-09-18,2001-09-24,2
+20010911,TOTAL,"2,067,582.91","626,975.46","305,946.32","317,983.03","281,717.23",0.00,2001-09-11,2001-09-17,2
+20010904,TOTAL,"2,084,939.78","654,981.84","291,048.96","301,918.81","267,315.57",0.00,2001-09-04,2001-09-10,2
+20010828,TOTAL,"2,168,167.21","515,115.41","316,314.51","344,494.90","256,112.92",0.00,2001-08-28,2001-09-03,2
+20010821,TOTAL,"2,213,662.07","453,339.38","355,488.67","361,781.15","215,933.68",0.00,2001-08-21,2001-08-27,2
+20010814,TOTAL,"2,125,846.09","542,602.14","372,028.77","409,355.87","150,372.09",0.00,2001-08-14,2001-08-20,2
+20010807,TOTAL,"2,049,911.79","614,082.80","380,443.69","398,444.03","157,322.66",0.00,2001-08-07,2001-08-13,2
+20010731,TOTAL,"2,008,928.07","656,913.03","399,481.48","377,457.84","157,424.53",0.00,2001-07-31,2001-08-06,2
+20010724,TOTAL,"1,993,667.09","772,285.23","321,771.83","406,420.83","106,059.97",0.00,2001-07-24,2001-07-30,2
+20010717,TOTAL,"2,109,483.35","700,405.02","257,225.86","426,097.41","106,993.31",0.00,2001-07-17,2001-07-23,2
+20010710,TOTAL,"2,298,979.11","522,769.01","273,143.28","391,203.74","114,109.81",0.00,2001-07-10,2001-07-16,2
+20010703,TOTAL,"2,147,313.59","640,794.06","275,871.06","415,575.47","120,650.78",0.00,2001-07-03,2001-07-09,2
+20010626,TOTAL,"2,232,314.04","580,816.69","293,659.49","433,506.88","59,907.85",0.00,2001-06-26,2001-07-02,2
+20010619,TOTAL,"2,307,939.52","553,577.49","302,020.54","378,852.87","57,814.54",0.00,2001-06-19,2001-06-25,2
+20010612,TOTAL,"2,460,637.44","373,246.13","383,536.02","321,590.42","58,306.40","2,888.54",2001-06-12,2001-06-18,2
+20010605,TOTAL,"2,403,091.32","382,606.40","419,252.41","324,522.40","58,695.95","12,036.49",2001-06-05,2001-06-11,2
+20010529,TOTAL,"2,247,358.02","443,467.75","500,380.01","334,955.60","59,421.73","14,621.85",2001-05-29,2001-06-04,2
+20010522,TOTAL,"2,205,994.91","431,864.28","559,934.57","325,039.75","62,685.75","14,685.69",2001-05-22,2001-05-28,2
+20010515,TOTAL,"2,136,496.00","502,279.77","499,605.27","377,456.40","70,531.80","13,835.72",2001-05-15,2001-05-21,2
+20010508,TOTAL,"2,169,434.42","570,568.61","463,047.72","337,446.29","51,658.99","8,048.92",2001-05-08,2001-05-14,2
+20010501,TOTAL,"2,487,053.41","360,521.29","438,066.02","268,124.73","38,390.59","8,048.92",2001-05-01,2001-05-07,2
+20010424,TOTAL,"2,538,789.23","393,648.71","357,036.36","264,291.05","38,390.68","8,048.92",2001-04-24,2001-04-30,2
+20010417,TOTAL,"2,543,472.88","412,369.21","337,255.78","260,667.57","38,390.60","8,048.92",2001-04-17,2001-04-23,2
+20010410,TOTAL,"2,529,457.81","430,413.63","334,838.81","262,327.21","36,978.00","6,189.50",2001-04-10,2001-04-16,2
+20010403,TOTAL,"2,449,798.71","528,874.39","316,390.88","261,973.35","37,749.23","5,418.41",2001-04-03,2001-04-09,2
+20010327,TOTAL,"2,464,178.38","496,518.13","339,406.41","255,679.59","25,044.64","19,377.81",2001-03-27,2001-04-02,2
+20010320,TOTAL,"2,569,958.41","380,518.79","349,633.21","254,373.40","25,103.51","20,617.64",2001-03-20,2001-03-26,2
+20010313,TOTAL,"2,572,405.41","390,390.15","352,617.72","236,699.11","26,754.57","21,337.99",2001-03-13,2001-03-19,2
+20010306,TOTAL,"2,593,815.85","362,553.22","477,573.33","116,196.94","28,727.59","21,338.02",2001-03-06,2001-03-12,2
+20010227,TOTAL,"2,548,073.49","396,073.69","484,461.56","119,148.31","30,360.78","22,087.13",2001-02-27,2001-03-05,2
+20010220,TOTAL,"2,557,717.37","385,113.70","486,166.93","119,393.09","32,563.66","19,250.21",2001-02-20,2001-02-26,2
+20010213,TOTAL,"2,474,987.38","452,959.81","502,151.84","121,560.45","30,076.07","18,469.41",2001-02-13,2001-02-19,2
+20010206,TOTAL,"2,433,403.80","801,240.33","200,766.82","133,931.91","20,761.56","10,100.54",2001-02-06,2001-02-12,2
+20010130,TOTAL,"2,424,064.62","818,844.68","206,518.90","124,063.01","16,290.65","10,423.09",2001-01-30,2001-02-05,2
+20010123,TOTAL,"2,286,317.02","922,400.98","219,487.11","142,968.66","18,608.20","10,422.99",2001-01-23,2001-01-29,2
+20010116,TOTAL,"2,689,657.85","475,834.80","249,841.90","138,462.40","36,377.78","10,030.23",2001-01-16,2001-01-22,2
+20010109,TOTAL,"2,640,737.42","528,793.77","234,025.58","153,833.93","32,840.46","9,973.79",2001-01-09,2001-01-15,2
+20010102,TOTAL,"2,719,086.19","461,569.28","234,405.70","156,320.57","18,849.38","9,973.83",2001-01-02,2001-01-08,2
+20001226,TOTAL,"2,762,224.87","404,138.18","207,589.18","197,360.66","18,155.81","10,736.25",2000-12-26,2001-01-01,2
+20001219,TOTAL,"2,714,063.38","424,391.26","235,294.73","199,854.95","17,550.57","9,050.07",2000-12-19,2000-12-25,2
+20001212,TOTAL,"2,599,670.21","487,109.03","233,836.70","246,548.40","25,525.50","7,515.12",2000-12-12,2000-12-18,2
+20001205,TOTAL,"2,578,148.46","517,237.38","232,392.44","247,964.29","20,353.07","4,109.31",2000-12-05,2000-12-11,2
+20001128,TOTAL,"2,527,840.97","583,466.46","216,908.63","250,565.66","21,423.24",0.00,2000-11-28,2000-12-04,2
+20001121,TOTAL,"2,521,928.26","545,233.60","210,989.77","242,521.94","79,531.39",0.00,2000-11-21,2000-11-27,2
+20001114,TOTAL,"2,488,123.86","542,751.87","210,424.64","183,511.95","153,744.32","21,648.32",2000-11-14,2000-11-20,2
+20001107,TOTAL,"2,234,709.89","765,147.37","226,041.27","149,017.76","195,519.18","29,769.49",2000-11-07,2000-11-13,2
+20001031,TOTAL,"1,799,542.23","754,858.05","534,087.34","238,157.65","194,406.16","79,153.53",2000-10-31,2000-11-06,2
+20001024,TOTAL,"1,664,569.74","753,176.19","663,369.07","287,860.52","180,363.97","50,865.46",2000-10-24,2000-10-30,2
+20001017,TOTAL,"1,797,293.52","568,355.88","565,160.04","456,201.59","181,714.06","31,479.86",2000-10-17,2000-10-23,2
+20001010,TOTAL,"1,806,727.91","557,245.76","504,451.64","555,184.13","162,716.92","13,878.59",2000-10-10,2000-10-16,2
+20001003,TOTAL,"1,777,215.68","587,735.47","447,063.66","577,943.79","187,969.54","22,276.82",2000-10-03,2000-10-09,2
+20000926,TOTAL,"1,856,963.37","588,106.81","433,033.11","514,637.17","185,187.66","22,276.82",2000-09-26,2000-10-02,2
+20000919,TOTAL,"1,839,458.02","559,279.09","413,173.55","536,416.17","202,656.56","49,221.57",2000-09-19,2000-09-25,2
+20000912,TOTAL,"1,903,145.83","534,806.58","431,980.07","462,469.83","216,229.84","51,572.82",2000-09-12,2000-09-18,2
+20000905,TOTAL,"1,874,099.19","679,661.81","462,544.24","340,694.32","164,696.78","78,508.62",2000-09-05,2000-09-11,2
+20000829,TOTAL,"1,902,700.52","724,831.77","496,074.62","269,838.67","132,590.98","74,168.40",2000-08-29,2000-09-04,2
+20000822,TOTAL,"2,087,890.76","631,934.85","459,522.63","258,071.34","90,790.30","71,995.08",2000-08-22,2000-08-28,2
+20000815,TOTAL,"2,041,225.66","726,725.35","437,772.08","261,757.24","73,001.44","59,723.19",2000-08-15,2000-08-21,2
+20000808,TOTAL,"2,056,090.07","802,020.19","415,287.15","191,668.42","70,891.89","64,247.24",2000-08-08,2000-08-14,2
+20000801,TOTAL,"2,099,956.20","769,724.64","415,591.81","166,390.94","76,080.90","72,460.46",2000-08-01,2000-08-07,2
+20000725,TOTAL,"2,045,093.36","862,175.04","409,144.36","126,741.63","79,173.95","77,877.83",2000-07-25,2000-07-31,2
+20000718,TOTAL,"2,003,286.33","917,575.48","411,907.40","102,930.62","100,818.26","63,687.33",2000-07-18,2000-07-24,2
+20000711,TOTAL,"2,027,669.75","956,640.65","368,310.31","106,578.04","91,482.44","49,523.78",2000-07-11,2000-07-17,2
+20000704,TOTAL,"2,080,806.12","980,235.76","290,335.97","118,763.76","92,126.90","37,936.44",2000-07-04,2000-07-10,2
+20000627,TOTAL,"2,200,254.68","681,572.81","339,429.68","242,888.13","86,077.23","49,982.43",2000-06-27,2000-07-03,2
+20000620,TOTAL,"2,312,885.53","598,575.03","261,522.08","224,918.06","152,889.20","49,415.06",2000-06-20,2000-06-26,2
+20000613,TOTAL,"2,268,302.57","621,875.30","281,393.86","208,020.47","174,371.94","46,240.82",2000-06-13,2000-06-19,2
+20000606,TOTAL,"2,469,788.68","483,433.26","261,472.25","222,762.21","153,673.85","9,074.70",2000-06-06,2000-06-12,2
+20000530,TOTAL,"2,453,574.64","415,045.43","318,273.07","260,331.22","145,017.90","7,969.07",2000-05-30,2000-06-05,2
+20000523,TOTAL,"2,326,670.00","553,834.08","293,543.28","318,304.53","107,853.28",0.00,2000-05-23,2000-05-29,2
+20000516,TOTAL,"2,167,739.90","575,247.80","388,315.36","378,942.91","89,965.09",0.00,2000-05-16,2000-05-22,2
+20000509,TOTAL,"2,263,375.64","589,416.10","361,238.63","336,205.02","49,969.56",0.00,2000-05-09,2000-05-15,2
+20000502,TOTAL,"2,253,955.07","569,052.16","379,465.03","347,763.06","49,969.64",0.00,2000-05-02,2000-05-08,2
+20000425,TOTAL,"2,275,427.34","589,674.24","342,182.21","348,449.47","44,471.69",0.00,2000-04-25,2000-05-01,2
+20000418,TOTAL,"2,183,035.16","612,422.40","365,641.09","439,106.30",0.00,0.00,2000-04-18,2000-04-24,2
+20000411,TOTAL,"2,237,995.34","563,415.05","387,283.71","411,510.86",0.00,0.00,2000-04-11,2000-04-17,2
+20000404,TOTAL,"2,136,504.05","689,639.30","339,232.20","434,829.41",0.00,0.00,2000-04-04,2000-04-10,2
+20000328,TOTAL,"2,230,970.56","567,291.26","426,710.73","375,232.41",0.00,0.00,2000-03-28,2000-04-03,2
+20000321,TOTAL,"2,150,532.57","549,125.42","430,309.01","470,237.95",0.00,0.00,2000-03-21,2000-03-27,2
+20000314,TOTAL,"2,140,043.52","538,314.13","438,400.80","483,446.50",0.00,0.00,2000-03-14,2000-03-20,2
+20000307,TOTAL,"1,970,304.22","658,867.74","517,600.19","453,432.80",0.00,0.00,2000-03-07,2000-03-13,2
+20000229,TOTAL,"1,956,790.40","661,214.67","559,093.36","423,106.53",0.00,0.00,2000-02-29,2000-03-06,2
+20000222,TOTAL,"1,893,416.88","780,118.88","597,441.46","329,227.73",0.00,0.00,2000-02-22,2000-02-28,2
+20000215,TOTAL,"1,698,148.53","938,443.94","634,906.52","328,705.97",0.00,0.00,2000-02-15,2000-02-21,2
+20000208,TOTAL,"1,674,114.99","1,038,704.36","555,638.13","331,747.48",0.00,0.00,2000-02-08,2000-02-14,2
+20000201,TOTAL,"1,641,729.15","1,083,844.91","567,382.20","307,248.70",0.00,0.00,2000-02-01,2000-02-07,2
+20000125,TOTAL,"1,513,394.02","1,316,719.56","465,871.95","304,219.42",0.00,0.00,2000-01-25,2000-01-31,2
+20000118,TOTAL,"1,557,389.88","1,259,927.80","470,609.34","312,277.94",0.00,0.00,2000-01-18,2000-01-24,2
+20000111,TOTAL,"1,737,798.30","1,108,904.57","455,810.49","297,691.59",0.00,0.00,2000-01-11,2000-01-17,2
+20000104,TOTAL,"2,062,513.73","831,638.78","421,811.26","284,241.19",0.00,0.00,2000-01-04,2000-01-10,2
diff --git a/examples/scratch_pad/issues/issue282_addplot.ipynb b/examples/scratch_pad/issues/issue282_addplot.ipynb
new file mode 100644
index 00000000..e2c2eae8
--- /dev/null
+++ b/examples/scratch_pad/issues/issue282_addplot.ipynb
@@ -0,0 +1,1198 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# This allows multiple outputs from a single jupyter notebook cell:\n",
+    "from IPython.core.interactiveshell import InteractiveShell\n",
+    "InteractiveShell.ast_node_interactivity = \"all\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'1.1.2'"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "%matplotlib inline\n",
+    "import pandas as pd\n",
+    "pd.__version__  # for the record"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'0.12.7a1'"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "import mplfinance as mpf\n",
+    "mpf.__version__"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "total 764\r\n",
+      "-rw-r--r-- 1 dino dino 651969 Oct 27 22:43 agri.xlsx\r\n",
+      "-rw-r--r-- 1 dino dino 126389 Oct 27 22:43 dm_export_20000101_20201026.csv\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "ls -l issue282"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "c = pd.read_excel(\"issue282/agri.xlsx\", sheet_name='C 1 Comdty')\n",
+    "c.columns = ['Date', 'Open', 'High', 'Low', 'Close', 'Volume']\n",
+    "c = c.set_index('Date')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "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;\">\n",
+       "      <th></th>\n",
+       "      <th>Open</th>\n",
+       "      <th>High</th>\n",
+       "      <th>Low</th>\n",
+       "      <th>Close</th>\n",
+       "      <th>Volume</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Date</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>2000-01-03</th>\n",
+       "      <td>204.50</td>\n",
+       "      <td>205.75</td>\n",
+       "      <td>200.50</td>\n",
+       "      <td>200.75</td>\n",
+       "      <td>45463</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2000-01-04</th>\n",
+       "      <td>200.75</td>\n",
+       "      <td>203.50</td>\n",
+       "      <td>200.75</td>\n",
+       "      <td>203.00</td>\n",
+       "      <td>35327</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2000-01-05</th>\n",
+       "      <td>202.50</td>\n",
+       "      <td>203.25</td>\n",
+       "      <td>201.00</td>\n",
+       "      <td>203.00</td>\n",
+       "      <td>30219</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "              Open    High     Low   Close  Volume\n",
+       "Date                                              \n",
+       "2000-01-03  204.50  205.75  200.50  200.75   45463\n",
+       "2000-01-04  200.75  203.50  200.75  203.00   35327\n",
+       "2000-01-05  202.50  203.25  201.00  203.00   30219"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "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;\">\n",
+       "      <th></th>\n",
+       "      <th>Open</th>\n",
+       "      <th>High</th>\n",
+       "      <th>Low</th>\n",
+       "      <th>Close</th>\n",
+       "      <th>Volume</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Date</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>2020-10-22</th>\n",
+       "      <td>413.75</td>\n",
+       "      <td>419.00</td>\n",
+       "      <td>410.75</td>\n",
+       "      <td>416.25</td>\n",
+       "      <td>196234</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2020-10-23</th>\n",
+       "      <td>415.00</td>\n",
+       "      <td>420.00</td>\n",
+       "      <td>414.00</td>\n",
+       "      <td>419.25</td>\n",
+       "      <td>168924</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2020-10-26</th>\n",
+       "      <td>419.25</td>\n",
+       "      <td>419.75</td>\n",
+       "      <td>417.00</td>\n",
+       "      <td>418.00</td>\n",
+       "      <td>26751</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "              Open    High     Low   Close  Volume\n",
+       "Date                                              \n",
+       "2020-10-22  413.75  419.00  410.75  416.25  196234\n",
+       "2020-10-23  415.00  420.00  414.00  419.25  168924\n",
+       "2020-10-26  419.25  419.75  417.00  418.00   26751"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "(5431, 5)"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "c.head(3)\n",
+    "c.tail(3)\n",
+    "c.shape"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 800x575 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "mpf.plot(c.head(100))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "drought_df = pd.read_csv(\"issue282/dm_export_20000101_20201026.csv\",\n",
+    "                         parse_dates=['MapDate']).sort_values('MapDate').iloc[:, [0, 3, 4, 5, 6, 7]]\n",
+    "drought_df.columns = ['Date', 'D0', 'D1', 'D2', 'D3', 'D4']\n",
+    "drought_df = drought_df.set_index(\"Date\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "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;\">\n",
+       "      <th></th>\n",
+       "      <th>D0</th>\n",
+       "      <th>D1</th>\n",
+       "      <th>D2</th>\n",
+       "      <th>D3</th>\n",
+       "      <th>D4</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Date</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>2000-01-04</th>\n",
+       "      <td>831,638.78</td>\n",
+       "      <td>421,811.26</td>\n",
+       "      <td>284,241.19</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2000-01-11</th>\n",
+       "      <td>1,108,904.57</td>\n",
+       "      <td>455,810.49</td>\n",
+       "      <td>297,691.59</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2000-01-18</th>\n",
+       "      <td>1,259,927.80</td>\n",
+       "      <td>470,609.34</td>\n",
+       "      <td>312,277.94</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.00</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                      D0          D1          D2    D3    D4\n",
+       "Date                                                        \n",
+       "2000-01-04    831,638.78  421,811.26  284,241.19  0.00  0.00\n",
+       "2000-01-11  1,108,904.57  455,810.49  297,691.59  0.00  0.00\n",
+       "2000-01-18  1,259,927.80  470,609.34  312,277.94  0.00  0.00"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "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;\">\n",
+       "      <th></th>\n",
+       "      <th>D0</th>\n",
+       "      <th>D1</th>\n",
+       "      <th>D2</th>\n",
+       "      <th>D3</th>\n",
+       "      <th>D4</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Date</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>2020-10-06</th>\n",
+       "      <td>642,333.05</td>\n",
+       "      <td>464,617.39</td>\n",
+       "      <td>394,439.74</td>\n",
+       "      <td>417,928.74</td>\n",
+       "      <td>62,124.62</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2020-10-13</th>\n",
+       "      <td>625,665.41</td>\n",
+       "      <td>514,903.88</td>\n",
+       "      <td>392,522.99</td>\n",
+       "      <td>444,500.20</td>\n",
+       "      <td>62,124.62</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2020-10-20</th>\n",
+       "      <td>650,614.11</td>\n",
+       "      <td>535,246.81</td>\n",
+       "      <td>339,924.47</td>\n",
+       "      <td>463,336.92</td>\n",
+       "      <td>84,856.92</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                    D0          D1          D2          D3         D4\n",
+       "Date                                                                 \n",
+       "2020-10-06  642,333.05  464,617.39  394,439.74  417,928.74  62,124.62\n",
+       "2020-10-13  625,665.41  514,903.88  392,522.99  444,500.20  62,124.62\n",
+       "2020-10-20  650,614.11  535,246.81  339,924.47  463,336.92  84,856.92"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "(1086, 5)"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
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+    "drought_df.head(3)\n",
+    "drought_df.tail(3)\n",
+    "drought_df.shape"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "drought_df = drought_df.apply(lambda x: x.str.replace(',','')).astype(float, errors='ignore')"
+   ]
+  },
+  {
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+   "execution_count": 11,
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+       "                   D0         D1         D2         D3        D4\n",
+       "Date                                                            \n",
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+     "metadata": {},
+     "output_type": "execute_result"
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+    {
+     "data": {
+      "text/plain": [
+       "(1086, 5)"
+      ]
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+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
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+    "drought_df.head(3)\n",
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+    "drought_df.shape"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "drought = pd.DataFrame(index=c.index)\n",
+    "drought = pd.concat([drought, drought_df], 1).fillna(method='ffill')"
+   ]
+  },
+  {
+   "cell_type": "code",
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+   "metadata": {},
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+       "                   D0         D1         D2         D3        D4\n",
+       "Date                                                            \n",
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+       "2020-10-26  650614.11  535246.81  339924.47  463336.92  84856.92"
+      ]
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+       "      <th>Low</th>\n",
+       "      <th>Close</th>\n",
+       "      <th>Volume</th>\n",
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+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>2000-01-03</th>\n",
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+       "      <td>200.75</td>\n",
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+       "      <th>2000-01-04</th>\n",
+       "      <td>200.75</td>\n",
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+       "      <td>203.00</td>\n",
+       "      <td>35327</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2000-01-05</th>\n",
+       "      <td>202.50</td>\n",
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+       "      <td>203.00</td>\n",
+       "      <td>30219</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "              Open    High     Low   Close  Volume\n",
+       "Date                                              \n",
+       "2000-01-03  204.50  205.75  200.50  200.75   45463\n",
+       "2000-01-04  200.75  203.50  200.75  203.00   35327\n",
+       "2000-01-05  202.50  203.25  201.00  203.00   30219"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
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+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>2020-10-22</th>\n",
+       "      <td>413.75</td>\n",
+       "      <td>419.00</td>\n",
+       "      <td>410.75</td>\n",
+       "      <td>416.25</td>\n",
+       "      <td>196234</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2020-10-23</th>\n",
+       "      <td>415.00</td>\n",
+       "      <td>420.00</td>\n",
+       "      <td>414.00</td>\n",
+       "      <td>419.25</td>\n",
+       "      <td>168924</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2020-10-26</th>\n",
+       "      <td>419.25</td>\n",
+       "      <td>419.75</td>\n",
+       "      <td>417.00</td>\n",
+       "      <td>418.00</td>\n",
+       "      <td>26751</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "              Open    High     Low   Close  Volume\n",
+       "Date                                              \n",
+       "2020-10-22  413.75  419.00  410.75  416.25  196234\n",
+       "2020-10-23  415.00  420.00  414.00  419.25  168924\n",
+       "2020-10-26  419.25  419.75  417.00  418.00   26751"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "(5431, 5)"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "drought.head(3)\n",
+    "drought.tail(3)\n",
+    "drought.shape\n",
+    "c.head(3)\n",
+    "c.tail(3)\n",
+    "c.shape"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "count    5.431000e+03\n",
+       "mean     1.500877e+06\n",
+       "std      4.100989e+05\n",
+       "min      0.000000e+00\n",
+       "25%      1.208786e+06\n",
+       "50%      1.494506e+06\n",
+       "75%      1.767886e+06\n",
+       "max      2.605727e+06\n",
+       "dtype: float64"
+      ]
+     },
+     "execution_count": 21,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "count    5.430000e+03\n",
+       "mean     1.501153e+06\n",
+       "std      4.096305e+05\n",
+       "min      3.059210e+05\n",
+       "25%      1.208786e+06\n",
+       "50%      1.494782e+06\n",
+       "75%      1.767886e+06\n",
+       "max      2.605727e+06\n",
+       "dtype: float64"
+      ]
+     },
+     "execution_count": 21,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "a = drought.sum(1)\n",
+    "b = drought.iloc[1:,:].sum(1)\n",
+    "a.describe()\n",
+    "b.describe()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<AxesSubplot:>"
+      ]
+     },
+     "execution_count": 25,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "a.hist()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<AxesSubplot:>"
+      ]
+     },
+     "execution_count": 26,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "b.hist()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Mpf_Figure size 1600x700 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig = mpf.figure(figsize=(16, 7), tight_layout=True,style='default')\n",
+    "ax1 = fig.add_subplot(111)\n",
+    "ax2 = ax1.twinx()\n",
+    "apds = [mpf.make_addplot(drought.iloc[0:150,:].sum(1), ax=ax2, secondary_y=True),]\n",
+    "#apds = [mpf.make_addplot(drought.iloc[0:,:].sum(1), ax=ax2, secondary_y=True),]\n",
+    "\n",
+    "mpf.plot(c.iloc[0:150,:],addplot=apds, ax=ax1,volume=False,type='candle')\n",
+    "#mpf.plot(c.iloc[0:,:],addplot=apds, ax=ax1,volume=False,type='candle')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1600x700 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "#apds = mpf.make_addplot(b, secondary_y=True)\n",
+    "#mpf.plot(c.iloc[1:,:],addplot=apds,volume=False)\n",
+    "\n",
+    "apds = mpf.make_addplot(drought.sum(1),secondary_y=True)\n",
+    "mpf.plot(c,addplot=apds,volume=False,figsize=(16, 7),tight_layout=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "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": "3.8.2"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/examples/scratch_pad/presentation_fin_demo.py b/examples/scratch_pad/presentation_fin_demo.py
new file mode 100644
index 00000000..58467aea
--- /dev/null
+++ b/examples/scratch_pad/presentation_fin_demo.py
@@ -0,0 +1,28 @@
+import os.path
+import matplotlib.dates as mdates
+import matplotlib.pyplot as plt
+import pandas as pd
+
+from mplfinance.original_flavor import candlestick_ohlc
+
+date1 = "2004-2-1"
+date2 = "2004-4-12"
+infile = os.path.join('data','yahoofinance-INTC-19950101-20040412.csv')
+quotes = pd.read_csv(infile, index_col=0, parse_dates=True, infer_datetime_format=True)
+
+# select desired range of dates
+quotes = quotes[(quotes.index >= date1) & (quotes.index <= date2)]
+
+fig, ax = plt.subplots()
+candlestick_ohlc(ax, zip(mdates.date2num(quotes.index.to_pydatetime()),
+                         quotes['Open'], quotes['High'],
+                         quotes['Low'], quotes['Close']), width=0.6)
+
+fig.subplots_adjust(bottom=0.2)
+ax.xaxis.set_major_formatter(mdates.DateFormatter('%b %d'))  # e.g., Jan 12
+
+ax.xaxis_date()
+ax.autoscale_view()
+plt.setp(plt.gca().get_xticklabels(), rotation=45, horizontalalignment='right')
+
+plt.show()
diff --git a/examples/scratch_pad/presentation_fin_demo_newapi.py b/examples/scratch_pad/presentation_fin_demo_newapi.py
new file mode 100644
index 00000000..c2a62f5b
--- /dev/null
+++ b/examples/scratch_pad/presentation_fin_demo_newapi.py
@@ -0,0 +1,13 @@
+import os.path
+import pandas as pd
+import mplfinance as mpf
+
+date1 = "2004-2-1"
+date2 = "2004-4-12"
+infile = os.path.join('data','yahoofinance-INTC-19950101-20040412.csv')
+quotes = pd.read_csv(infile, index_col=0, parse_dates=True, infer_datetime_format=True) 
+
+# select desired range of dates
+quotes = quotes[(quotes.index >= date1) & (quotes.index <= date2)]
+
+mpf.plot(quotes,type='candle',style='checkers')
diff --git a/examples/scratch_pad/run.valid.ibackends.py b/examples/scratch_pad/run.valid.ibackends.py
new file mode 100644
index 00000000..850c2f1f
--- /dev/null
+++ b/examples/scratch_pad/run.valid.ibackends.py
@@ -0,0 +1,34 @@
+import matplotlib.pyplot as plt
+import matplotlib as mpl
+from   pylab import *
+
+##  ==================================================================================
+##  supported backends:     ['ps', 'webagg', 'qt4agg', 'agg', 'wx', 'svg', 'qt5agg',
+##                           'template', 'gtk3cairo', 'pdf', 'qt5cairo', 'macosx', 
+##                           'qt4', 'gtk3agg', 'nbagg', 'webagg_core', 'wxcairo',
+##                           'qt5', 'gtk3', 'mixed', 'tkagg', 'qt4cairo', 'tkcairo',
+##                           'wxagg', 'pgf', 'cairo']
+##  valid backends:         ['ps', 'webagg', 'agg', 'svg', 'template', 'pdf', 'nbagg',
+##                           'tkagg', 'pgf']
+##  ps FPS:          1823.8522934563061
+##  webagg FPS:      7169.995555403603
+##  agg FPS:         20.852366968595575
+##  svg FPS:         3809.921063866508
+##  template FPS:    23.202661861618655
+##  pdf FPS:         2901.3876399053693
+##  <IPython.core.display.Javascript object>
+##  <IPython.core.display.HTML object>
+##  nbagg error :(
+##  tkagg FPS:       2901.929636420244
+##  pgf FPS:         5311.09436829276
+##  ==================================================================================
+
+x = arange(0,2*pi,0.01)
+
+#for b in ['tkagg','webagg','nbagg']:
+#for b in ['tkagg','nbagg']:
+for b in ['tkagg','Qt5Agg']:
+    mpl.use(b)
+    print('Backend: ',plt.get_backend())
+    plt.plot(x,sin(x))
+    plt.show()
diff --git a/src/mplfinance/_version.py b/src/mplfinance/_version.py
index 89621582..09855cbb 100644
--- a/src/mplfinance/_version.py
+++ b/src/mplfinance/_version.py
@@ -1,5 +1,5 @@
 
-version_info = (0, 12, 7, 'alpha', 2)
+version_info = (0, 12, 7, 'alpha', 3)
 
 _specifier_ = {'alpha': 'a','beta': 'b','candidate': 'rc','final': ''}
 
diff --git a/src/mplfinance/plotting.py b/src/mplfinance/plotting.py
index 931cd87e..f27a68f7 100644
--- a/src/mplfinance/plotting.py
+++ b/src/mplfinance/plotting.py
@@ -253,6 +253,9 @@ def _valid_plot_kwargs():
 
         'ax'                        : { 'Default'     : None,
                                         'Validator'   : lambda value: isinstance(value,mpl_axes.Axes) },
+
+        'volume_exponent'           : { 'Default'     : None,
+                                        'Validator'   : lambda value: isinstance(value,int) or value == 'legacy'},
     }
 
     _validate_vkwargs_dict(vkwargs)
@@ -484,9 +487,9 @@ def plot( data, **kwargs ):
 
         adjc =  _adjust_color_brightness(vcolors,0.90)
         volumeAxes.bar(xdates,volumes,width=w,linewidth=lw,color=vcolors,ec=adjc)
-        miny = 0.3 * np.nanmin(volumes)
-        maxy = 1.1 * np.nanmax(volumes)
-        volumeAxes.set_ylim( miny, maxy )
+        vymin = 0.3 * np.nanmin(volumes)
+        vymax = 1.1 * np.nanmax(volumes)
+        volumeAxes.set_ylim(vymin,vymax)
 
     xrotation = config['xrotation']
     if not external_axes_mode:
@@ -609,11 +612,35 @@ def plot( data, **kwargs ):
     axA1.set_ylabel(config['ylabel'])
 
     if config['volume']:
-        volumeAxes.figure.canvas.draw()  # This is needed to calculate offset
-        offset = volumeAxes.yaxis.get_major_formatter().get_offset()
+        if external_axes_mode:
+            volumeAxes.tick_params(axis='x',rotation=xrotation)
+            volumeAxes.xaxis.set_major_formatter(formatter)
+        vxp = config['volume_exponent']
+        if vxp == 'legacy':
+            volumeAxes.figure.canvas.draw()  # This is needed to calculate offset
+            offset = volumeAxes.yaxis.get_major_formatter().get_offset()
+            if len(offset) > 0:
+                offset = (' x '+offset)
+        elif isinstance(vxp,int) and vxp > 0:
+            volumeAxes.ticklabel_format(useOffset=False,scilimits=(vxp,vxp),axis='y')
+            offset = '  $10^{'+str(vxp)+'}$'
+        elif isinstance(vxp,int) and vxp == 0:
+            volumeAxes.ticklabel_format(useOffset=False,style='plain',axis='y')
+            offset = ''
+        else:
+            offset = ''
+            scilims = plt.rcParams['axes.formatter.limits']
+            if scilims[0] < scilims[1]:
+                for power in (5,4,3,2,1):
+                    xp = scilims[1]*power
+                    if vymax >= 10.**xp:
+                        volumeAxes.ticklabel_format(useOffset=False,scilimits=(xp,xp),axis='y')
+                        offset = '  $10^{'+str(xp)+'}$'
+                        break
+            elif scilims[0] == scilims[1] and scilims[1] != 0:
+                volumeAxes.ticklabel_format(useOffset=False,scilimits=scilims,axis='y')
+                offset = ' $10^'+str(scilims[1])+'$'
         volumeAxes.yaxis.offsetText.set_visible(False)
-        if len(offset) > 0:
-            offset = (' x '+offset)
         if config['ylabel_lower'] is None:
             vol_label = 'Volume'+offset
         else:
@@ -621,9 +648,6 @@ def plot( data, **kwargs ):
                 offset = '\n'+offset
             vol_label = config['ylabel_lower'] + offset
         volumeAxes.set_ylabel(vol_label)
-        if external_axes_mode:
-            volumeAxes.tick_params(axis='x',rotation=xrotation)
-            volumeAxes.xaxis.set_major_formatter(formatter)
     
     if config['title'] is not None:
         if config['tight_layout']:
diff --git a/tests/conftest.py b/tests/conftest.py
index 212afd45..f267ddff 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -2,10 +2,15 @@
 import os
 import pandas as pd
 import os.path
+import mplfinance as mpf
 
 os.environ['MPLBACKEND'] = 'agg'
 
-print('\npd.__version__  =',pd.__version__ )                 # for the record
+print('')
+print('pd.__version__   =',pd.__version__ )     # for the record
+print('mpf.__version__  =',mpf.__version__ )   # for the record
+print('mpf.__file__     =',mpf.__file__)         # for the record
+print('')
 
 infile = os.path.join('examples','data','SPY_20110701_20120630_Bollinger.csv')
 df = pd.read_csv(infile,index_col=0,parse_dates=True)
diff --git a/tests/reference_images/pnf01.png b/tests/reference_images/pnf01.png
index 20a871b0..830ea71e 100644
Binary files a/tests/reference_images/pnf01.png and b/tests/reference_images/pnf01.png differ
diff --git a/tests/reference_images/pnf02.png b/tests/reference_images/pnf02.png
index 7c59011e..67629b2b 100644
Binary files a/tests/reference_images/pnf02.png and b/tests/reference_images/pnf02.png differ
diff --git a/tests/reference_images/pnf03.png b/tests/reference_images/pnf03.png
index f38503f5..cdfbd4c6 100644
Binary files a/tests/reference_images/pnf03.png and b/tests/reference_images/pnf03.png differ
diff --git a/tests/reference_images/pnf04.png b/tests/reference_images/pnf04.png
index 0572277f..e2ce618d 100644
Binary files a/tests/reference_images/pnf04.png and b/tests/reference_images/pnf04.png differ
diff --git a/tests/reference_images/renko01.png b/tests/reference_images/renko01.png
index 83ac946f..62413cf8 100644
Binary files a/tests/reference_images/renko01.png and b/tests/reference_images/renko01.png differ
diff --git a/tests/reference_images/renko02.png b/tests/reference_images/renko02.png
index 4e50d28e..a2a9fbc1 100644
Binary files a/tests/reference_images/renko02.png and b/tests/reference_images/renko02.png differ
diff --git a/tests/reference_images/renko03.png b/tests/reference_images/renko03.png
index e14f4c87..8c0ddcb3 100644
Binary files a/tests/reference_images/renko03.png and b/tests/reference_images/renko03.png differ
diff --git a/tests/reference_images/renko04.png b/tests/reference_images/renko04.png
index 89767ae2..988b4c7d 100644
Binary files a/tests/reference_images/renko04.png and b/tests/reference_images/renko04.png differ
diff --git a/tests/test_alines.py b/tests/test_alines.py
index fcf28975..5ac55027 100644
--- a/tests/test_alines.py
+++ b/tests/test_alines.py
@@ -6,6 +6,7 @@
 from   matplotlib.testing.compare import compare_images
 
 print('mpf.__version__ =',mpf.__version__)                 # for the record
+print('mpf.__file__ =',mpf.__file__)                       # for the record
 print("plt.rcParams['backend'] =",plt.rcParams['backend']) # for the record
 
 base='alines'