diff --git a/doc/make.py b/doc/make.py
index c09514d758833..05bf618ee677e 100755
--- a/doc/make.py
+++ b/doc/make.py
@@ -18,13 +18,16 @@
 """
 from __future__ import print_function
 
-import glob
+import io
+import glob  # noqa
 import os
 import shutil
 import sys
-import sphinx
+from contextlib import contextmanager
+
+import sphinx  # noqa
 import argparse
-import jinja2
+import jinja2  # noqa
 
 os.environ['PYTHONPATH'] = '..'
 
@@ -102,10 +105,90 @@ def clean():
         shutil.rmtree('source/generated')
 
 
+@contextmanager
+def cleanup_nb(nb):
+    try:
+        yield
+    finally:
+        try:
+            os.remove(nb + '.executed')
+        except OSError:
+            pass
+
+
+def execute_nb(src, dst, allow_errors=False, timeout=1000, kernel_name=''):
+    """
+    Execute notebook in `src` and write the output to `dst`
+
+    Parameters
+    ----------
+    src, dst: str
+        path to notebook
+    allow_errors: bool
+    timeout: int
+    kernel_name: str
+        defualts to value set in notebook metadata
+
+    Returns
+    -------
+    dst: str
+    """
+    import nbformat
+    from nbconvert.preprocessors import ExecutePreprocessor
+
+    with io.open(src, encoding='utf-8') as f:
+        nb = nbformat.read(f, as_version=4)
+
+    ep = ExecutePreprocessor(allow_errors=allow_errors,
+                             timeout=timeout,
+                             kernel_name=kernel_name)
+    ep.preprocess(nb, resources={})
+
+    with io.open(dst, 'wt', encoding='utf-8') as f:
+        nbformat.write(nb, f)
+    return dst
+
+
+def convert_nb(src, dst, to='html', template_file='basic'):
+    """
+    Convert a notebook `src`.
+
+    Parameters
+    ----------
+    src, dst: str
+        filepaths
+    to: {'rst', 'html'}
+        format to export to
+    template_file: str
+        name of template file to use. Default 'basic'
+    """
+    from nbconvert import HTMLExporter, RSTExporter
+
+    dispatch = {'rst': RSTExporter, 'html': HTMLExporter}
+    exporter = dispatch[to.lower()](template_file=template_file)
+
+    (body, resources) = exporter.from_filename(src)
+    with io.open(dst, 'wt', encoding='utf-8') as f:
+        f.write(body)
+    return dst
+
+
 def html():
     check_build()
-    os.system('jupyter nbconvert --to=html --template=basic '
-              '--output=source/html-styling.html source/html-styling.ipynb')
+
+    notebooks = [
+        'source/html-styling.ipynb',
+    ]
+
+    for nb in notebooks:
+        with cleanup_nb(nb):
+            try:
+                print("Converting %s" % nb)
+                executed = execute_nb(nb, nb + '.executed', allow_errors=True)
+                convert_nb(executed, nb.rstrip('.ipynb') + '.html')
+            except ImportError:
+                pass
+
     if os.system('sphinx-build -P -b html -d build/doctrees '
                  'source build/html'):
         raise SystemExit("Building HTML failed.")
diff --git a/doc/source/contributing.rst b/doc/source/contributing.rst
index 3d39656faafa4..6e0c747cd06fc 100644
--- a/doc/source/contributing.rst
+++ b/doc/source/contributing.rst
@@ -360,7 +360,7 @@ code.
 
 It is easiest to :ref:`create a development environment <contributing.dev_env>`, then install::
 
-      conda install -n pandas_dev sphinx ipython
+      conda install -n pandas_dev sphinx ipython nbconvert nbformat
 
 Furthermore, it is recommended to have all `optional dependencies
 <http://pandas.pydata.org/pandas-docs/dev/install.html#optional-dependencies>`_
@@ -369,6 +369,8 @@ messages when building the docs. This happens because all the code in the docume
 is executed during the doc build, and so code examples using optional dependencies
 will generate errors. Run ``pd.show_versions()`` to get an overview of the installed
 version of all dependencies.
+`nbconvert <https://nbconvert.readthedocs.io/en/latest/>`_ and `nbformat <http://nbformat.readthedocs.io/en/latest/>`_ are required to build the Jupyter notebooks
+included in the documentation.
 
 .. warning::
 
diff --git a/doc/source/html-styling.ipynb b/doc/source/html-styling.ipynb
index 77813a03c704a..8668ee3de7470 100644
--- a/doc/source/html-styling.ipynb
+++ b/doc/source/html-styling.ipynb
@@ -47,14 +47,16 @@
     "`Styler.apply` passes each column or row into your DataFrame one-at-a-time or the entire table at once, depending on the `axis` keyword argument.\n",
     "For columnwise use `axis=0`, rowwise use `axis=1`, and for the entire table at once use `axis=None`.\n",
     "\n",
-    "The result of the function application, a CSS attribute-value pair, is stored in an internal dictionary on your ``Styler`` object.\n",
+    "For `Styler.applymap` your function should take a scalar and return a single string with the CSS attribute-value pair.\n",
+    "\n",
+    "For `Styler.apply` your function should take a Series or DataFrame (depending on the axis parameter), and return a Series or DataFrame with an identical shape where each value is a string with a CSS attribute-value pair.\n",
     "\n",
     "Let's see some examples."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": null,
    "metadata": {
     "collapsed": false
    },
@@ -79,293 +81,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": null,
    "metadata": {
     "collapsed": false
    },
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "        <style  type=\"text/css\" >\n",
-       "        \n",
-       "        \n",
-       "        </style>\n",
-       "\n",
-       "        <table id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fb\" None>\n",
-       "        \n",
-       "\n",
-       "        <thead>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col0\">A\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col1\">B\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col2\">C\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col3\">D\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col4\">E\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th class=\"col_heading level2 col0\">None\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </thead>\n",
-       "        <tbody>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fb\" class=\"row_heading level0 row0\">\n",
-       "                    0\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow0_col0\" class=\"data row0 col0\">\n",
-       "                    1\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow0_col1\" class=\"data row0 col1\">\n",
-       "                    1.32921\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow0_col2\" class=\"data row0 col2\">\n",
-       "                    nan\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow0_col3\" class=\"data row0 col3\">\n",
-       "                    -0.31628\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow0_col4\" class=\"data row0 col4\">\n",
-       "                    -0.99081\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fb\" class=\"row_heading level4 row1\">\n",
-       "                    1\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow1_col0\" class=\"data row1 col0\">\n",
-       "                    2\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow1_col1\" class=\"data row1 col1\">\n",
-       "                    -1.07082\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow1_col2\" class=\"data row1 col2\">\n",
-       "                    -1.43871\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow1_col3\" class=\"data row1 col3\">\n",
-       "                    0.564417\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow1_col4\" class=\"data row1 col4\">\n",
-       "                    0.295722\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fb\" class=\"row_heading level4 row2\">\n",
-       "                    2\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow2_col0\" class=\"data row2 col0\">\n",
-       "                    3\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow2_col1\" class=\"data row2 col1\">\n",
-       "                    -1.6264\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow2_col2\" class=\"data row2 col2\">\n",
-       "                    0.219565\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow2_col3\" class=\"data row2 col3\">\n",
-       "                    0.678805\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow2_col4\" class=\"data row2 col4\">\n",
-       "                    1.88927\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fb\" class=\"row_heading level4 row3\">\n",
-       "                    3\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow3_col0\" class=\"data row3 col0\">\n",
-       "                    4\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow3_col1\" class=\"data row3 col1\">\n",
-       "                    0.961538\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow3_col2\" class=\"data row3 col2\">\n",
-       "                    0.104011\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow3_col3\" class=\"data row3 col3\">\n",
-       "                    -0.481165\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow3_col4\" class=\"data row3 col4\">\n",
-       "                    0.850229\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fb\" class=\"row_heading level4 row4\">\n",
-       "                    4\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow4_col0\" class=\"data row4 col0\">\n",
-       "                    5\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow4_col1\" class=\"data row4 col1\">\n",
-       "                    1.45342\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow4_col2\" class=\"data row4 col2\">\n",
-       "                    1.05774\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow4_col3\" class=\"data row4 col3\">\n",
-       "                    0.165562\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow4_col4\" class=\"data row4 col4\">\n",
-       "                    0.515018\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fb\" class=\"row_heading level4 row5\">\n",
-       "                    5\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow5_col0\" class=\"data row5 col0\">\n",
-       "                    6\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow5_col1\" class=\"data row5 col1\">\n",
-       "                    -1.33694\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow5_col2\" class=\"data row5 col2\">\n",
-       "                    0.562861\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow5_col3\" class=\"data row5 col3\">\n",
-       "                    1.39285\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow5_col4\" class=\"data row5 col4\">\n",
-       "                    -0.063328\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fb\" class=\"row_heading level4 row6\">\n",
-       "                    6\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow6_col0\" class=\"data row6 col0\">\n",
-       "                    7\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow6_col1\" class=\"data row6 col1\">\n",
-       "                    0.121668\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow6_col2\" class=\"data row6 col2\">\n",
-       "                    1.2076\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow6_col3\" class=\"data row6 col3\">\n",
-       "                    -0.00204021\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow6_col4\" class=\"data row6 col4\">\n",
-       "                    1.6278\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fb\" class=\"row_heading level4 row7\">\n",
-       "                    7\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow7_col0\" class=\"data row7 col0\">\n",
-       "                    8\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow7_col1\" class=\"data row7 col1\">\n",
-       "                    0.354493\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow7_col2\" class=\"data row7 col2\">\n",
-       "                    1.03753\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow7_col3\" class=\"data row7 col3\">\n",
-       "                    -0.385684\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow7_col4\" class=\"data row7 col4\">\n",
-       "                    0.519818\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fb\" class=\"row_heading level4 row8\">\n",
-       "                    8\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow8_col0\" class=\"data row8 col0\">\n",
-       "                    9\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow8_col1\" class=\"data row8 col1\">\n",
-       "                    1.68658\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow8_col2\" class=\"data row8 col2\">\n",
-       "                    -1.32596\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow8_col3\" class=\"data row8 col3\">\n",
-       "                    1.42898\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow8_col4\" class=\"data row8 col4\">\n",
-       "                    -2.08935\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fb\" class=\"row_heading level4 row9\">\n",
-       "                    9\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow9_col0\" class=\"data row9 col0\">\n",
-       "                    10\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow9_col1\" class=\"data row9 col1\">\n",
-       "                    -0.12982\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow9_col2\" class=\"data row9 col2\">\n",
-       "                    0.631523\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow9_col3\" class=\"data row9 col3\">\n",
-       "                    -0.586538\n",
-       "                \n",
-       "                <td id=\"T_a458ec1c_c56b_11e5_9977_a45e60bd97fbrow9_col4\" class=\"data row9 col4\">\n",
-       "                    0.29072\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </tbody>\n",
-       "        </table>\n",
-       "        "
-      ],
-      "text/plain": [
-       "<pandas.core.style.Styler at 0x10b1ba8d0>"
-      ]
-     },
-     "execution_count": 2,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "df.style"
    ]
@@ -381,31 +101,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": null,
    "metadata": {
     "collapsed": false
    },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "['',\n",
-       " '        <style  type=\"text/css\" >',\n",
-       " '        ',\n",
-       " '        ',\n",
-       " '            #T_a45fea9e_c56b_11e5_893a_a45e60bd97fbrow0_col2 {',\n",
-       " '            ',\n",
-       " '                background-color:  red;',\n",
-       " '            ',\n",
-       " '            }',\n",
-       " '        ']"
-      ]
-     },
-     "execution_count": 3,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "df.style.highlight_null().render().split('\\n')[:10]"
    ]
@@ -428,7 +128,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": null,
    "metadata": {
     "collapsed": true
    },
@@ -454,593 +154,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": null,
    "metadata": {
     "collapsed": false
    },
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "        <style  type=\"text/css\" >\n",
-       "        \n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow0_col0 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow0_col1 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow0_col2 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow0_col3 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow0_col4 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow1_col0 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow1_col1 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow1_col2 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow1_col3 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow1_col4 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow2_col0 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow2_col1 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow2_col2 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow2_col3 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow2_col4 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow3_col0 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow3_col1 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow3_col2 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow3_col3 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow3_col4 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow4_col0 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow4_col1 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow4_col2 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow4_col3 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow4_col4 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow5_col0 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow5_col1 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow5_col2 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow5_col3 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow5_col4 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow6_col0 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow6_col1 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow6_col2 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow6_col3 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow6_col4 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow7_col0 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow7_col1 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow7_col2 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow7_col3 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow7_col4 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow8_col0 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow8_col1 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow8_col2 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow8_col3 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow8_col4 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow9_col0 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow9_col1 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow9_col2 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow9_col3 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow9_col4 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "        </style>\n",
-       "\n",
-       "        <table id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fb\" None>\n",
-       "        \n",
-       "\n",
-       "        <thead>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col0\">A\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col1\">B\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col2\">C\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col3\">D\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col4\">E\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th class=\"col_heading level2 col0\">None\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </thead>\n",
-       "        <tbody>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fb\" class=\"row_heading level0 row0\">\n",
-       "                    0\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow0_col0\" class=\"data row0 col0\">\n",
-       "                    1\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow0_col1\" class=\"data row0 col1\">\n",
-       "                    1.32921\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow0_col2\" class=\"data row0 col2\">\n",
-       "                    nan\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow0_col3\" class=\"data row0 col3\">\n",
-       "                    -0.31628\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow0_col4\" class=\"data row0 col4\">\n",
-       "                    -0.99081\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fb\" class=\"row_heading level4 row1\">\n",
-       "                    1\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow1_col0\" class=\"data row1 col0\">\n",
-       "                    2\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow1_col1\" class=\"data row1 col1\">\n",
-       "                    -1.07082\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow1_col2\" class=\"data row1 col2\">\n",
-       "                    -1.43871\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow1_col3\" class=\"data row1 col3\">\n",
-       "                    0.564417\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow1_col4\" class=\"data row1 col4\">\n",
-       "                    0.295722\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fb\" class=\"row_heading level4 row2\">\n",
-       "                    2\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow2_col0\" class=\"data row2 col0\">\n",
-       "                    3\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow2_col1\" class=\"data row2 col1\">\n",
-       "                    -1.6264\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow2_col2\" class=\"data row2 col2\">\n",
-       "                    0.219565\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow2_col3\" class=\"data row2 col3\">\n",
-       "                    0.678805\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow2_col4\" class=\"data row2 col4\">\n",
-       "                    1.88927\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fb\" class=\"row_heading level4 row3\">\n",
-       "                    3\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow3_col0\" class=\"data row3 col0\">\n",
-       "                    4\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow3_col1\" class=\"data row3 col1\">\n",
-       "                    0.961538\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow3_col2\" class=\"data row3 col2\">\n",
-       "                    0.104011\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow3_col3\" class=\"data row3 col3\">\n",
-       "                    -0.481165\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow3_col4\" class=\"data row3 col4\">\n",
-       "                    0.850229\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fb\" class=\"row_heading level4 row4\">\n",
-       "                    4\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow4_col0\" class=\"data row4 col0\">\n",
-       "                    5\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow4_col1\" class=\"data row4 col1\">\n",
-       "                    1.45342\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow4_col2\" class=\"data row4 col2\">\n",
-       "                    1.05774\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow4_col3\" class=\"data row4 col3\">\n",
-       "                    0.165562\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow4_col4\" class=\"data row4 col4\">\n",
-       "                    0.515018\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fb\" class=\"row_heading level4 row5\">\n",
-       "                    5\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow5_col0\" class=\"data row5 col0\">\n",
-       "                    6\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow5_col1\" class=\"data row5 col1\">\n",
-       "                    -1.33694\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow5_col2\" class=\"data row5 col2\">\n",
-       "                    0.562861\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow5_col3\" class=\"data row5 col3\">\n",
-       "                    1.39285\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow5_col4\" class=\"data row5 col4\">\n",
-       "                    -0.063328\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fb\" class=\"row_heading level4 row6\">\n",
-       "                    6\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow6_col0\" class=\"data row6 col0\">\n",
-       "                    7\n",
-       "                \n",
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-       "                    0.121668\n",
-       "                \n",
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-       "                \n",
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-       "                    -0.00204021\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow6_col4\" class=\"data row6 col4\">\n",
-       "                    1.6278\n",
-       "                \n",
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-       "                \n",
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-       "                \n",
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-       "                    8\n",
-       "                \n",
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-       "                \n",
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-       "                \n",
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-       "                    10\n",
-       "                \n",
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-       "                    -0.12982\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow9_col2\" class=\"data row9 col2\">\n",
-       "                    0.631523\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow9_col3\" class=\"data row9 col3\">\n",
-       "                    -0.586538\n",
-       "                \n",
-       "                <td id=\"T_a46567a8_c56b_11e5_8eb9_a45e60bd97fbrow9_col4\" class=\"data row9 col4\">\n",
-       "                    0.29072\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </tbody>\n",
-       "        </table>\n",
-       "        "
-      ],
-      "text/plain": [
-       "<pandas.core.style.Styler at 0x111d9dc50>"
-      ]
-     },
-     "execution_count": 5,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "s = df.style.applymap(color_negative_red)\n",
     "s"
@@ -1052,7 +170,9 @@
    "source": [
     "Notice the similarity with the standard `df.applymap`, which operates on DataFrames elementwise. We want you to be able to resuse your existing knowledge of how to interact with DataFrames.\n",
     "\n",
-    "Notice also that our function returned a string containing the CSS attribute and value, separated by a colon just like in a `<style>` tag. This will be a common theme."
+    "Notice also that our function returned a string containing the CSS attribute and value, separated by a colon just like in a `<style>` tag. This will be a common theme.\n",
+    "\n",
+    "Finally, the input shapes matched. `Styler.applymap` calls the function on each scalar input, and the function returns a scalar output."
    ]
   },
   {
@@ -1066,7 +186,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": null,
    "metadata": {
     "collapsed": true
    },
@@ -1082,327 +202,23 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": null,
    "metadata": {
     "collapsed": false
    },
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "        <style  type=\"text/css\" >\n",
-       "        \n",
-       "        \n",
-       "            #T_a46aed36_c56b_11e5_91aa_a45e60bd97fbrow2_col4 {\n",
-       "            \n",
-       "                background-color:  yellow;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46aed36_c56b_11e5_91aa_a45e60bd97fbrow6_col2 {\n",
-       "            \n",
-       "                background-color:  yellow;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46aed36_c56b_11e5_91aa_a45e60bd97fbrow8_col1 {\n",
-       "            \n",
-       "                background-color:  yellow;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a46aed36_c56b_11e5_91aa_a45e60bd97fbrow8_col3 {\n",
-       "            \n",
-       "                background-color:  yellow;\n",
-       "            \n",
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-       "        \n",
-       "            #T_a46aed36_c56b_11e5_91aa_a45e60bd97fbrow9_col0 {\n",
-       "            \n",
-       "                background-color:  yellow;\n",
-       "            \n",
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-       "        \n",
-       "        </style>\n",
-       "\n",
-       "        <table id=\"T_a46aed36_c56b_11e5_91aa_a45e60bd97fb\" None>\n",
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-       "                    nan\n",
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-       "                \n",
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-       "            \n",
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-       "                \n",
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-       "                \n",
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-       "                \n",
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-       "                \n",
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-       "                \n",
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-       "                    4\n",
-       "                \n",
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-       "                \n",
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-       "                \n",
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-       "                \n",
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-       "                \n",
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-       "                \n",
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-       "                \n",
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-       "                \n",
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-       "                \n",
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-       "            \n",
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-       "                \n",
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-       "                \n",
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-       "                \n",
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-       "                    0.562861\n",
-       "                \n",
-       "                <td id=\"T_a46aed36_c56b_11e5_91aa_a45e60bd97fbrow5_col3\" class=\"data row5 col3\">\n",
-       "                    1.39285\n",
-       "                \n",
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-       "                \n",
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-       "                \n",
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-       "                \n",
-       "                <td id=\"T_a46aed36_c56b_11e5_91aa_a45e60bd97fbrow6_col3\" class=\"data row6 col3\">\n",
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-       "                \n",
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-       "            \n",
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-       "                \n",
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-       "                \n",
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-       "                    0.354493\n",
-       "                \n",
-       "                <td id=\"T_a46aed36_c56b_11e5_91aa_a45e60bd97fbrow7_col2\" class=\"data row7 col2\">\n",
-       "                    1.03753\n",
-       "                \n",
-       "                <td id=\"T_a46aed36_c56b_11e5_91aa_a45e60bd97fbrow7_col3\" class=\"data row7 col3\">\n",
-       "                    -0.385684\n",
-       "                \n",
-       "                <td id=\"T_a46aed36_c56b_11e5_91aa_a45e60bd97fbrow7_col4\" class=\"data row7 col4\">\n",
-       "                    0.519818\n",
-       "                \n",
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-       "            \n",
-       "            <tr>\n",
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-       "                \n",
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-       "                    9\n",
-       "                \n",
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-       "                \n",
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-       "                \n",
-       "                <td id=\"T_a46aed36_c56b_11e5_91aa_a45e60bd97fbrow8_col3\" class=\"data row8 col3\">\n",
-       "                    1.42898\n",
-       "                \n",
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-       "            \n",
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-       "                \n",
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-       "                \n",
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-       "            </tr>\n",
-       "            \n",
-       "        </tbody>\n",
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-       "        "
-      ],
-      "text/plain": [
-       "<pandas.core.style.Styler at 0x111dd4898>"
-      ]
-     },
-     "execution_count": 7,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "df.style.apply(highlight_max)"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "In this case the input is a `Series`, one column at a time.\n",
+    "Notice that the output shape of `highlight_max` matches the input shape, an array with `len(s)` items."
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {},
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-       "                \n",
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-       "                \n",
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-       "                    6\n",
-       "                \n",
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-       "                    7\n",
-       "                \n",
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-       "                    0.121668\n",
-       "                \n",
-       "                <td id=\"T_a470ad0c_c56b_11e5_8784_a45e60bd97fbrow6_col2\" class=\"data row6 col2\">\n",
-       "                    1.2076\n",
-       "                \n",
-       "                <td id=\"T_a470ad0c_c56b_11e5_8784_a45e60bd97fbrow6_col3\" class=\"data row6 col3\">\n",
-       "                    -0.00204021\n",
-       "                \n",
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-       "                \n",
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-       "                    8\n",
-       "                \n",
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-       "                \n",
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-       "                    1.03753\n",
-       "                \n",
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-       "                    -0.385684\n",
-       "                \n",
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-       "                \n",
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-       "                    9\n",
-       "                \n",
-       "                <td id=\"T_a470ad0c_c56b_11e5_8784_a45e60bd97fbrow8_col1\" class=\"data row8 col1\">\n",
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-       "                \n",
-       "                <td id=\"T_a470ad0c_c56b_11e5_8784_a45e60bd97fbrow8_col2\" class=\"data row8 col2\">\n",
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-       "                \n",
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-       "                    1.42898\n",
-       "                \n",
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-       "                \n",
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-       "                    10\n",
-       "                \n",
-       "                <td id=\"T_a470ad0c_c56b_11e5_8784_a45e60bd97fbrow9_col1\" class=\"data row9 col1\">\n",
-       "                    -0.12982\n",
-       "                \n",
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-       "                    0.631523\n",
-       "                \n",
-       "                <td id=\"T_a470ad0c_c56b_11e5_8784_a45e60bd97fbrow9_col3\" class=\"data row9 col3\">\n",
-       "                    -0.586538\n",
-       "                \n",
-       "                <td id=\"T_a470ad0c_c56b_11e5_8784_a45e60bd97fbrow9_col4\" class=\"data row9 col4\">\n",
-       "                    0.29072\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </tbody>\n",
-       "        </table>\n",
-       "        "
-      ],
-      "text/plain": [
-       "<pandas.core.style.Styler at 0x111dc0dd8>"
-      ]
-     },
-     "execution_count": 8,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "df.style.\\\n",
     "    applymap(color_negative_red).\\\n",
@@ -2121,7 +255,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": null,
    "metadata": {
     "collapsed": true
    },
@@ -2141,301 +275,20 @@
     "                            index=data.index, columns=data.columns)"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "When using ``Styler.apply(func, axis=None)``, the function must return a DataFrame with the same index and column labels."
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": null,
    "metadata": {
     "collapsed": false
    },
-   "outputs": [
-    {
-     "data": {
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-       "\n",
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-       "        \n",
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-       "            \n",
-       "                background-color:  darkorange;\n",
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-       "            }\n",
-       "        \n",
-       "        </style>\n",
-       "\n",
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-       "                \n",
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-       "                    4\n",
-       "                \n",
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-       "                \n",
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-       "                    0.104011\n",
-       "                \n",
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-       "                \n",
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-       "                \n",
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-       "            \n",
-       "            <tr>\n",
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-       "                \n",
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-       "                \n",
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-       "                \n",
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-       "                \n",
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-       "                    0.515018\n",
-       "                \n",
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-       "            \n",
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-       "                    5\n",
-       "                \n",
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-       "                    6\n",
-       "                \n",
-       "                <td id=\"T_a4761e18_c56b_11e5_b6a8_a45e60bd97fbrow5_col1\" class=\"data row5 col1\">\n",
-       "                    -1.33694\n",
-       "                \n",
-       "                <td id=\"T_a4761e18_c56b_11e5_b6a8_a45e60bd97fbrow5_col2\" class=\"data row5 col2\">\n",
-       "                    0.562861\n",
-       "                \n",
-       "                <td id=\"T_a4761e18_c56b_11e5_b6a8_a45e60bd97fbrow5_col3\" class=\"data row5 col3\">\n",
-       "                    1.39285\n",
-       "                \n",
-       "                <td id=\"T_a4761e18_c56b_11e5_b6a8_a45e60bd97fbrow5_col4\" class=\"data row5 col4\">\n",
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-       "            \n",
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-       "                    6\n",
-       "                \n",
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-       "                    7\n",
-       "                \n",
-       "                <td id=\"T_a4761e18_c56b_11e5_b6a8_a45e60bd97fbrow6_col1\" class=\"data row6 col1\">\n",
-       "                    0.121668\n",
-       "                \n",
-       "                <td id=\"T_a4761e18_c56b_11e5_b6a8_a45e60bd97fbrow6_col2\" class=\"data row6 col2\">\n",
-       "                    1.2076\n",
-       "                \n",
-       "                <td id=\"T_a4761e18_c56b_11e5_b6a8_a45e60bd97fbrow6_col3\" class=\"data row6 col3\">\n",
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-       "                \n",
-       "                <td id=\"T_a4761e18_c56b_11e5_b6a8_a45e60bd97fbrow6_col4\" class=\"data row6 col4\">\n",
-       "                    1.6278\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
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-       "                \n",
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-       "                \n",
-       "                <td id=\"T_a4761e18_c56b_11e5_b6a8_a45e60bd97fbrow7_col1\" class=\"data row7 col1\">\n",
-       "                    0.354493\n",
-       "                \n",
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-       "                    1.03753\n",
-       "                \n",
-       "                <td id=\"T_a4761e18_c56b_11e5_b6a8_a45e60bd97fbrow7_col3\" class=\"data row7 col3\">\n",
-       "                    -0.385684\n",
-       "                \n",
-       "                <td id=\"T_a4761e18_c56b_11e5_b6a8_a45e60bd97fbrow7_col4\" class=\"data row7 col4\">\n",
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-       "                \n",
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-       "                    1.68658\n",
-       "                \n",
-       "                <td id=\"T_a4761e18_c56b_11e5_b6a8_a45e60bd97fbrow8_col2\" class=\"data row8 col2\">\n",
-       "                    -1.32596\n",
-       "                \n",
-       "                <td id=\"T_a4761e18_c56b_11e5_b6a8_a45e60bd97fbrow8_col3\" class=\"data row8 col3\">\n",
-       "                    1.42898\n",
-       "                \n",
-       "                <td id=\"T_a4761e18_c56b_11e5_b6a8_a45e60bd97fbrow8_col4\" class=\"data row8 col4\">\n",
-       "                    -2.08935\n",
-       "                \n",
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-       "            \n",
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-       "                    9\n",
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-       "                    10\n",
-       "                \n",
-       "                <td id=\"T_a4761e18_c56b_11e5_b6a8_a45e60bd97fbrow9_col1\" class=\"data row9 col1\">\n",
-       "                    -0.12982\n",
-       "                \n",
-       "                <td id=\"T_a4761e18_c56b_11e5_b6a8_a45e60bd97fbrow9_col2\" class=\"data row9 col2\">\n",
-       "                    0.631523\n",
-       "                \n",
-       "                <td id=\"T_a4761e18_c56b_11e5_b6a8_a45e60bd97fbrow9_col3\" class=\"data row9 col3\">\n",
-       "                    -0.586538\n",
-       "                \n",
-       "                <td id=\"T_a4761e18_c56b_11e5_b6a8_a45e60bd97fbrow9_col4\" class=\"data row9 col4\">\n",
-       "                    0.29072\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </tbody>\n",
-       "        </table>\n",
-       "        "
-      ],
-      "text/plain": [
-       "<pandas.core.style.Styler at 0x111dd4eb8>"
-      ]
-     },
-     "execution_count": 10,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "df.style.apply(highlight_max, color='darkorange', axis=None)"
    ]
@@ -2451,7 +304,9 @@
     "- `Styler.applymap(func)` for elementwise styles\n",
     "- `Styler.apply(func, axis=0)` for columnwise styles\n",
     "- `Styler.apply(func, axis=1)` for rowwise styles\n",
-    "- `Styler.apply(func, axis=None)` for tablewise styles"
+    "- `Styler.apply(func, axis=None)` for tablewise styles\n",
+    "\n",
+    "And crucially the input and output shapes of `func` must match. If `x` is the input then ``func(x).shape == x.shape``."
    ]
   },
   {
@@ -2479,311 +334,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": null,
    "metadata": {
     "collapsed": false
    },
-   "outputs": [
-    {
-     "data": {
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-       "        \n",
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-       "            \n",
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-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a47c364a_c56b_11e5_bac0_a45e60bd97fbrow8_col1 {\n",
-       "            \n",
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-       "            \n",
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-       "            \n",
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-       "        \n",
-       "        </style>\n",
-       "\n",
-       "        <table id=\"T_a47c364a_c56b_11e5_bac0_a45e60bd97fb\" None>\n",
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-       "                \n",
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-       "                    1.68658\n",
-       "                \n",
-       "                <td id=\"T_a47c364a_c56b_11e5_bac0_a45e60bd97fbrow8_col2\" class=\"data row8 col2\">\n",
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-       "            \n",
-       "            <tr>\n",
-       "                \n",
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-       "                \n",
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-       "                \n",
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-       "                \n",
-       "                <td id=\"T_a47c364a_c56b_11e5_bac0_a45e60bd97fbrow9_col3\" class=\"data row9 col3\">\n",
-       "                    -0.586538\n",
-       "                \n",
-       "                <td id=\"T_a47c364a_c56b_11e5_bac0_a45e60bd97fbrow9_col4\" class=\"data row9 col4\">\n",
-       "                    0.29072\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </tbody>\n",
-       "        </table>\n",
-       "        "
-      ],
-      "text/plain": [
-       "<pandas.core.style.Styler at 0x111dd4ac8>"
-      ]
-     },
-     "execution_count": 11,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "df.style.apply(highlight_max, subset=['B', 'C', 'D'])"
    ]
@@ -2797,341 +352,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": null,
    "metadata": {
     "collapsed": false
    },
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
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-       "        <style  type=\"text/css\" >\n",
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-       "            #T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow2_col1 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow2_col3 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow3_col1 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
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-       "        \n",
-       "            #T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow3_col3 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow4_col1 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
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-       "        \n",
-       "            #T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow4_col3 {\n",
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-       "\n",
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-       "                \n",
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-       "                \n",
-       "                <th class=\"col_heading level0 col2\">C\n",
-       "                \n",
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-       "                \n",
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-       "                    1\n",
-       "                \n",
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-       "                    1.32921\n",
-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow0_col2\" class=\"data row0 col2\">\n",
-       "                    nan\n",
-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow0_col3\" class=\"data row0 col3\">\n",
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-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow0_col4\" class=\"data row0 col4\">\n",
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-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
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-       "                    1\n",
-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow1_col0\" class=\"data row1 col0\">\n",
-       "                    2\n",
-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow1_col1\" class=\"data row1 col1\">\n",
-       "                    -1.07082\n",
-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow1_col2\" class=\"data row1 col2\">\n",
-       "                    -1.43871\n",
-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow1_col3\" class=\"data row1 col3\">\n",
-       "                    0.564417\n",
-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow1_col4\" class=\"data row1 col4\">\n",
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-       "                \n",
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-       "                    2\n",
-       "                \n",
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-       "                \n",
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-       "                \n",
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-       "                    0.219565\n",
-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow2_col3\" class=\"data row2 col3\">\n",
-       "                    0.678805\n",
-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow2_col4\" class=\"data row2 col4\">\n",
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-       "                \n",
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-       "                    3\n",
-       "                \n",
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-       "                \n",
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-       "                    0.104011\n",
-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow3_col3\" class=\"data row3 col3\">\n",
-       "                    -0.481165\n",
-       "                \n",
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-       "                \n",
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-       "                    4\n",
-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow4_col0\" class=\"data row4 col0\">\n",
-       "                    5\n",
-       "                \n",
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-       "                \n",
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-       "                \n",
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-       "                    0.165562\n",
-       "                \n",
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-       "                \n",
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-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow5_col0\" class=\"data row5 col0\">\n",
-       "                    6\n",
-       "                \n",
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-       "                    -1.33694\n",
-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow5_col2\" class=\"data row5 col2\">\n",
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-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow5_col3\" class=\"data row5 col3\">\n",
-       "                    1.39285\n",
-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow5_col4\" class=\"data row5 col4\">\n",
-       "                    -0.063328\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
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-       "                    6\n",
-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow6_col0\" class=\"data row6 col0\">\n",
-       "                    7\n",
-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow6_col1\" class=\"data row6 col1\">\n",
-       "                    0.121668\n",
-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow6_col2\" class=\"data row6 col2\">\n",
-       "                    1.2076\n",
-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow6_col3\" class=\"data row6 col3\">\n",
-       "                    -0.00204021\n",
-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow6_col4\" class=\"data row6 col4\">\n",
-       "                    1.6278\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
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-       "                    7\n",
-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow7_col0\" class=\"data row7 col0\">\n",
-       "                    8\n",
-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow7_col1\" class=\"data row7 col1\">\n",
-       "                    0.354493\n",
-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow7_col2\" class=\"data row7 col2\">\n",
-       "                    1.03753\n",
-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow7_col3\" class=\"data row7 col3\">\n",
-       "                    -0.385684\n",
-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow7_col4\" class=\"data row7 col4\">\n",
-       "                    0.519818\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fb\" class=\"row_heading level4 row8\">\n",
-       "                    8\n",
-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow8_col0\" class=\"data row8 col0\">\n",
-       "                    9\n",
-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow8_col1\" class=\"data row8 col1\">\n",
-       "                    1.68658\n",
-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow8_col2\" class=\"data row8 col2\">\n",
-       "                    -1.32596\n",
-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow8_col3\" class=\"data row8 col3\">\n",
-       "                    1.42898\n",
-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow8_col4\" class=\"data row8 col4\">\n",
-       "                    -2.08935\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fb\" class=\"row_heading level4 row9\">\n",
-       "                    9\n",
-       "                \n",
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-       "                    10\n",
-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow9_col1\" class=\"data row9 col1\">\n",
-       "                    -0.12982\n",
-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow9_col2\" class=\"data row9 col2\">\n",
-       "                    0.631523\n",
-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow9_col3\" class=\"data row9 col3\">\n",
-       "                    -0.586538\n",
-       "                \n",
-       "                <td id=\"T_a480b42c_c56b_11e5_9c67_a45e60bd97fbrow9_col4\" class=\"data row9 col4\">\n",
-       "                    0.29072\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </tbody>\n",
-       "        </table>\n",
-       "        "
-      ],
-      "text/plain": [
-       "<pandas.core.style.Styler at 0x111daa668>"
-      ]
-     },
-     "execution_count": 12,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "df.style.applymap(color_negative_red,\n",
     "                  subset=pd.IndexSlice[2:5, ['B', 'D']])"
@@ -3162,293 +387,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": null,
    "metadata": {
     "collapsed": false
    },
-   "outputs": [
-    {
-     "data": {
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-       "\n",
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-       "\n",
-       "        <table id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fb\" None>\n",
-       "        \n",
-       "\n",
-       "        <thead>\n",
-       "            \n",
-       "            <tr>\n",
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-       "                <th class=\"col_heading level0 col1\">B\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col2\">C\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col3\">D\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col4\">E\n",
-       "                \n",
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-       "            \n",
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-       "                \n",
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-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
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-       "        <tbody>\n",
-       "            \n",
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-       "                    100.00%\n",
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-       "                    132.92%\n",
-       "                \n",
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-       "                \n",
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-       "                \n",
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-       "                \n",
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-       "            \n",
-       "            <tr>\n",
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-       "                <th id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fb\" class=\"row_heading level4 row1\">\n",
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-       "                \n",
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-       "                    200.00%\n",
-       "                \n",
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-       "                    -107.08%\n",
-       "                \n",
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-       "                    -143.87%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow1_col3\" class=\"data row1 col3\">\n",
-       "                    56.44%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow1_col4\" class=\"data row1 col4\">\n",
-       "                    29.57%\n",
-       "                \n",
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-       "            \n",
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-       "                <th id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fb\" class=\"row_heading level4 row2\">\n",
-       "                    2\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow2_col0\" class=\"data row2 col0\">\n",
-       "                    300.00%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow2_col1\" class=\"data row2 col1\">\n",
-       "                    -162.64%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow2_col2\" class=\"data row2 col2\">\n",
-       "                    21.96%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow2_col3\" class=\"data row2 col3\">\n",
-       "                    67.88%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow2_col4\" class=\"data row2 col4\">\n",
-       "                    188.93%\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fb\" class=\"row_heading level4 row3\">\n",
-       "                    3\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow3_col0\" class=\"data row3 col0\">\n",
-       "                    400.00%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow3_col1\" class=\"data row3 col1\">\n",
-       "                    96.15%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow3_col2\" class=\"data row3 col2\">\n",
-       "                    10.40%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow3_col3\" class=\"data row3 col3\">\n",
-       "                    -48.12%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow3_col4\" class=\"data row3 col4\">\n",
-       "                    85.02%\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fb\" class=\"row_heading level4 row4\">\n",
-       "                    4\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow4_col0\" class=\"data row4 col0\">\n",
-       "                    500.00%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow4_col1\" class=\"data row4 col1\">\n",
-       "                    145.34%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow4_col2\" class=\"data row4 col2\">\n",
-       "                    105.77%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow4_col3\" class=\"data row4 col3\">\n",
-       "                    16.56%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow4_col4\" class=\"data row4 col4\">\n",
-       "                    51.50%\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fb\" class=\"row_heading level4 row5\">\n",
-       "                    5\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow5_col0\" class=\"data row5 col0\">\n",
-       "                    600.00%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow5_col1\" class=\"data row5 col1\">\n",
-       "                    -133.69%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow5_col2\" class=\"data row5 col2\">\n",
-       "                    56.29%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow5_col3\" class=\"data row5 col3\">\n",
-       "                    139.29%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow5_col4\" class=\"data row5 col4\">\n",
-       "                    -6.33%\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fb\" class=\"row_heading level4 row6\">\n",
-       "                    6\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow6_col0\" class=\"data row6 col0\">\n",
-       "                    700.00%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow6_col1\" class=\"data row6 col1\">\n",
-       "                    12.17%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow6_col2\" class=\"data row6 col2\">\n",
-       "                    120.76%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow6_col3\" class=\"data row6 col3\">\n",
-       "                    -0.20%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow6_col4\" class=\"data row6 col4\">\n",
-       "                    162.78%\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fb\" class=\"row_heading level4 row7\">\n",
-       "                    7\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow7_col0\" class=\"data row7 col0\">\n",
-       "                    800.00%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow7_col1\" class=\"data row7 col1\">\n",
-       "                    35.45%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow7_col2\" class=\"data row7 col2\">\n",
-       "                    103.75%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow7_col3\" class=\"data row7 col3\">\n",
-       "                    -38.57%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow7_col4\" class=\"data row7 col4\">\n",
-       "                    51.98%\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fb\" class=\"row_heading level4 row8\">\n",
-       "                    8\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow8_col0\" class=\"data row8 col0\">\n",
-       "                    900.00%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow8_col1\" class=\"data row8 col1\">\n",
-       "                    168.66%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow8_col2\" class=\"data row8 col2\">\n",
-       "                    -132.60%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow8_col3\" class=\"data row8 col3\">\n",
-       "                    142.90%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow8_col4\" class=\"data row8 col4\">\n",
-       "                    -208.94%\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fb\" class=\"row_heading level4 row9\">\n",
-       "                    9\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow9_col0\" class=\"data row9 col0\">\n",
-       "                    1000.00%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow9_col1\" class=\"data row9 col1\">\n",
-       "                    -12.98%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow9_col2\" class=\"data row9 col2\">\n",
-       "                    63.15%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow9_col3\" class=\"data row9 col3\">\n",
-       "                    -58.65%\n",
-       "                \n",
-       "                <td id=\"T_a4850694_c56b_11e5_8e97_a45e60bd97fbrow9_col4\" class=\"data row9 col4\">\n",
-       "                    29.07%\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </tbody>\n",
-       "        </table>\n",
-       "        "
-      ],
-      "text/plain": [
-       "<pandas.core.style.Styler at 0x111dd45f8>"
-      ]
-     },
-     "execution_count": 13,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "df.style.format(\"{:.2%}\")"
    ]
@@ -3462,293 +405,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": null,
    "metadata": {
     "collapsed": false
    },
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "        <style  type=\"text/css\" >\n",
-       "        \n",
-       "        \n",
-       "        </style>\n",
-       "\n",
-       "        <table id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fb\" None>\n",
-       "        \n",
-       "\n",
-       "        <thead>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col0\">A\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col1\">B\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col2\">C\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col3\">D\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col4\">E\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th class=\"col_heading level2 col0\">None\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </thead>\n",
-       "        <tbody>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fb\" class=\"row_heading level0 row0\">\n",
-       "                    0\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow0_col0\" class=\"data row0 col0\">\n",
-       "                    1\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow0_col1\" class=\"data row0 col1\">\n",
-       "                    1000\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow0_col2\" class=\"data row0 col2\">\n",
-       "                    nan\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow0_col3\" class=\"data row0 col3\">\n",
-       "                    -0.32\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow0_col4\" class=\"data row0 col4\">\n",
-       "                    -0.99081\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fb\" class=\"row_heading level4 row1\">\n",
-       "                    1\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow1_col0\" class=\"data row1 col0\">\n",
-       "                    2\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow1_col1\" class=\"data row1 col1\">\n",
-       "                    -100\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow1_col2\" class=\"data row1 col2\">\n",
-       "                    -1.43871\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow1_col3\" class=\"data row1 col3\">\n",
-       "                    +0.56\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow1_col4\" class=\"data row1 col4\">\n",
-       "                    0.295722\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fb\" class=\"row_heading level4 row2\">\n",
-       "                    2\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow2_col0\" class=\"data row2 col0\">\n",
-       "                    3\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow2_col1\" class=\"data row2 col1\">\n",
-       "                    -200\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow2_col2\" class=\"data row2 col2\">\n",
-       "                    0.219565\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow2_col3\" class=\"data row2 col3\">\n",
-       "                    +0.68\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow2_col4\" class=\"data row2 col4\">\n",
-       "                    1.88927\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fb\" class=\"row_heading level4 row3\">\n",
-       "                    3\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow3_col0\" class=\"data row3 col0\">\n",
-       "                    4\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow3_col1\" class=\"data row3 col1\">\n",
-       "                    1000\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow3_col2\" class=\"data row3 col2\">\n",
-       "                    0.104011\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow3_col3\" class=\"data row3 col3\">\n",
-       "                    -0.48\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow3_col4\" class=\"data row3 col4\">\n",
-       "                    0.850229\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fb\" class=\"row_heading level4 row4\">\n",
-       "                    4\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow4_col0\" class=\"data row4 col0\">\n",
-       "                    5\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow4_col1\" class=\"data row4 col1\">\n",
-       "                    1000\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow4_col2\" class=\"data row4 col2\">\n",
-       "                    1.05774\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow4_col3\" class=\"data row4 col3\">\n",
-       "                    +0.17\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow4_col4\" class=\"data row4 col4\">\n",
-       "                    0.515018\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fb\" class=\"row_heading level4 row5\">\n",
-       "                    5\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow5_col0\" class=\"data row5 col0\">\n",
-       "                    6\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow5_col1\" class=\"data row5 col1\">\n",
-       "                    -100\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow5_col2\" class=\"data row5 col2\">\n",
-       "                    0.562861\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow5_col3\" class=\"data row5 col3\">\n",
-       "                    +1.39\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow5_col4\" class=\"data row5 col4\">\n",
-       "                    -0.063328\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fb\" class=\"row_heading level4 row6\">\n",
-       "                    6\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow6_col0\" class=\"data row6 col0\">\n",
-       "                    7\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow6_col1\" class=\"data row6 col1\">\n",
-       "                    0000\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow6_col2\" class=\"data row6 col2\">\n",
-       "                    1.2076\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow6_col3\" class=\"data row6 col3\">\n",
-       "                    -0.00\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow6_col4\" class=\"data row6 col4\">\n",
-       "                    1.6278\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fb\" class=\"row_heading level4 row7\">\n",
-       "                    7\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow7_col0\" class=\"data row7 col0\">\n",
-       "                    8\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow7_col1\" class=\"data row7 col1\">\n",
-       "                    0000\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow7_col2\" class=\"data row7 col2\">\n",
-       "                    1.03753\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow7_col3\" class=\"data row7 col3\">\n",
-       "                    -0.39\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow7_col4\" class=\"data row7 col4\">\n",
-       "                    0.519818\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fb\" class=\"row_heading level4 row8\">\n",
-       "                    8\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow8_col0\" class=\"data row8 col0\">\n",
-       "                    9\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow8_col1\" class=\"data row8 col1\">\n",
-       "                    2000\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow8_col2\" class=\"data row8 col2\">\n",
-       "                    -1.32596\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow8_col3\" class=\"data row8 col3\">\n",
-       "                    +1.43\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow8_col4\" class=\"data row8 col4\">\n",
-       "                    -2.08935\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fb\" class=\"row_heading level4 row9\">\n",
-       "                    9\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow9_col0\" class=\"data row9 col0\">\n",
-       "                    10\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow9_col1\" class=\"data row9 col1\">\n",
-       "                    -000\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow9_col2\" class=\"data row9 col2\">\n",
-       "                    0.631523\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow9_col3\" class=\"data row9 col3\">\n",
-       "                    -0.59\n",
-       "                \n",
-       "                <td id=\"T_a488d49a_c56b_11e5_b766_a45e60bd97fbrow9_col4\" class=\"data row9 col4\">\n",
-       "                    0.29072\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </tbody>\n",
-       "        </table>\n",
-       "        "
-      ],
-      "text/plain": [
-       "<pandas.core.style.Styler at 0x111dd4588>"
-      ]
-     },
-     "execution_count": 14,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "df.style.format({'B': \"{:0<4.0f}\", 'D': '{:+.2f}'})"
    ]
@@ -3762,293 +423,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": null,
    "metadata": {
     "collapsed": false
    },
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "        <style  type=\"text/css\" >\n",
-       "        \n",
-       "        \n",
-       "        </style>\n",
-       "\n",
-       "        <table id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fb\" None>\n",
-       "        \n",
-       "\n",
-       "        <thead>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col0\">A\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col1\">B\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col2\">C\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col3\">D\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col4\">E\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th class=\"col_heading level2 col0\">None\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </thead>\n",
-       "        <tbody>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fb\" class=\"row_heading level0 row0\">\n",
-       "                    0\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow0_col0\" class=\"data row0 col0\">\n",
-       "                    1\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow0_col1\" class=\"data row0 col1\">\n",
-       "                    ±1.33\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow0_col2\" class=\"data row0 col2\">\n",
-       "                    nan\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow0_col3\" class=\"data row0 col3\">\n",
-       "                    -0.31628\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow0_col4\" class=\"data row0 col4\">\n",
-       "                    -0.99081\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fb\" class=\"row_heading level4 row1\">\n",
-       "                    1\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow1_col0\" class=\"data row1 col0\">\n",
-       "                    2\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow1_col1\" class=\"data row1 col1\">\n",
-       "                    ±1.07\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow1_col2\" class=\"data row1 col2\">\n",
-       "                    -1.43871\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow1_col3\" class=\"data row1 col3\">\n",
-       "                    0.564417\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow1_col4\" class=\"data row1 col4\">\n",
-       "                    0.295722\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fb\" class=\"row_heading level4 row2\">\n",
-       "                    2\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow2_col0\" class=\"data row2 col0\">\n",
-       "                    3\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow2_col1\" class=\"data row2 col1\">\n",
-       "                    ±1.63\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow2_col2\" class=\"data row2 col2\">\n",
-       "                    0.219565\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow2_col3\" class=\"data row2 col3\">\n",
-       "                    0.678805\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow2_col4\" class=\"data row2 col4\">\n",
-       "                    1.88927\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fb\" class=\"row_heading level4 row3\">\n",
-       "                    3\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow3_col0\" class=\"data row3 col0\">\n",
-       "                    4\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow3_col1\" class=\"data row3 col1\">\n",
-       "                    ±0.96\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow3_col2\" class=\"data row3 col2\">\n",
-       "                    0.104011\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow3_col3\" class=\"data row3 col3\">\n",
-       "                    -0.481165\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow3_col4\" class=\"data row3 col4\">\n",
-       "                    0.850229\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fb\" class=\"row_heading level4 row4\">\n",
-       "                    4\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow4_col0\" class=\"data row4 col0\">\n",
-       "                    5\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow4_col1\" class=\"data row4 col1\">\n",
-       "                    ±1.45\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow4_col2\" class=\"data row4 col2\">\n",
-       "                    1.05774\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow4_col3\" class=\"data row4 col3\">\n",
-       "                    0.165562\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow4_col4\" class=\"data row4 col4\">\n",
-       "                    0.515018\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fb\" class=\"row_heading level4 row5\">\n",
-       "                    5\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow5_col0\" class=\"data row5 col0\">\n",
-       "                    6\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow5_col1\" class=\"data row5 col1\">\n",
-       "                    ±1.34\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow5_col2\" class=\"data row5 col2\">\n",
-       "                    0.562861\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow5_col3\" class=\"data row5 col3\">\n",
-       "                    1.39285\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow5_col4\" class=\"data row5 col4\">\n",
-       "                    -0.063328\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fb\" class=\"row_heading level4 row6\">\n",
-       "                    6\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow6_col0\" class=\"data row6 col0\">\n",
-       "                    7\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow6_col1\" class=\"data row6 col1\">\n",
-       "                    ±0.12\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow6_col2\" class=\"data row6 col2\">\n",
-       "                    1.2076\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow6_col3\" class=\"data row6 col3\">\n",
-       "                    -0.00204021\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow6_col4\" class=\"data row6 col4\">\n",
-       "                    1.6278\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fb\" class=\"row_heading level4 row7\">\n",
-       "                    7\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow7_col0\" class=\"data row7 col0\">\n",
-       "                    8\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow7_col1\" class=\"data row7 col1\">\n",
-       "                    ±0.35\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow7_col2\" class=\"data row7 col2\">\n",
-       "                    1.03753\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow7_col3\" class=\"data row7 col3\">\n",
-       "                    -0.385684\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow7_col4\" class=\"data row7 col4\">\n",
-       "                    0.519818\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fb\" class=\"row_heading level4 row8\">\n",
-       "                    8\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow8_col0\" class=\"data row8 col0\">\n",
-       "                    9\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow8_col1\" class=\"data row8 col1\">\n",
-       "                    ±1.69\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow8_col2\" class=\"data row8 col2\">\n",
-       "                    -1.32596\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow8_col3\" class=\"data row8 col3\">\n",
-       "                    1.42898\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow8_col4\" class=\"data row8 col4\">\n",
-       "                    -2.08935\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fb\" class=\"row_heading level4 row9\">\n",
-       "                    9\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow9_col0\" class=\"data row9 col0\">\n",
-       "                    10\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow9_col1\" class=\"data row9 col1\">\n",
-       "                    ±0.13\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow9_col2\" class=\"data row9 col2\">\n",
-       "                    0.631523\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow9_col3\" class=\"data row9 col3\">\n",
-       "                    -0.586538\n",
-       "                \n",
-       "                <td id=\"T_a48ce100_c56b_11e5_b7e0_a45e60bd97fbrow9_col4\" class=\"data row9 col4\">\n",
-       "                    0.29072\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </tbody>\n",
-       "        </table>\n",
-       "        "
-      ],
-      "text/plain": [
-       "<pandas.core.style.Styler at 0x111dd4c50>"
-      ]
-     },
-     "execution_count": 15,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "df.style.format({\"B\": lambda x: \"±{:.2f}\".format(abs(x))})"
    ]
@@ -4069,299 +448,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": null,
    "metadata": {
     "collapsed": false
    },
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "        <style  type=\"text/css\" >\n",
-       "        \n",
-       "        \n",
-       "            #T_a49772ca_c56b_11e5_9b91_a45e60bd97fbrow0_col2 {\n",
-       "            \n",
-       "                background-color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "        </style>\n",
-       "\n",
-       "        <table id=\"T_a49772ca_c56b_11e5_9b91_a45e60bd97fb\" None>\n",
-       "        \n",
-       "\n",
-       "        <thead>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col0\">A\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col1\">B\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col2\">C\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col3\">D\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col4\">E\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th class=\"col_heading level2 col0\">None\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
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-       "                \n",
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-       "                \n",
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-       "                \n",
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-       "                \n",
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-       "                    0.121668\n",
-       "                \n",
-       "                <td id=\"T_a49772ca_c56b_11e5_9b91_a45e60bd97fbrow6_col2\" class=\"data row6 col2\">\n",
-       "                    1.2076\n",
-       "                \n",
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-       "                \n",
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-       "                \n",
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-       "                \n",
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-       "                    9\n",
-       "                \n",
-       "                <td id=\"T_a49772ca_c56b_11e5_9b91_a45e60bd97fbrow8_col1\" class=\"data row8 col1\">\n",
-       "                    1.68658\n",
-       "                \n",
-       "                <td id=\"T_a49772ca_c56b_11e5_9b91_a45e60bd97fbrow8_col2\" class=\"data row8 col2\">\n",
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-       "                \n",
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-       "                    1.42898\n",
-       "                \n",
-       "                <td id=\"T_a49772ca_c56b_11e5_9b91_a45e60bd97fbrow8_col4\" class=\"data row8 col4\">\n",
-       "                    -2.08935\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a49772ca_c56b_11e5_9b91_a45e60bd97fb\" class=\"row_heading level4 row9\">\n",
-       "                    9\n",
-       "                \n",
-       "                <td id=\"T_a49772ca_c56b_11e5_9b91_a45e60bd97fbrow9_col0\" class=\"data row9 col0\">\n",
-       "                    10\n",
-       "                \n",
-       "                <td id=\"T_a49772ca_c56b_11e5_9b91_a45e60bd97fbrow9_col1\" class=\"data row9 col1\">\n",
-       "                    -0.12982\n",
-       "                \n",
-       "                <td id=\"T_a49772ca_c56b_11e5_9b91_a45e60bd97fbrow9_col2\" class=\"data row9 col2\">\n",
-       "                    0.631523\n",
-       "                \n",
-       "                <td id=\"T_a49772ca_c56b_11e5_9b91_a45e60bd97fbrow9_col3\" class=\"data row9 col3\">\n",
-       "                    -0.586538\n",
-       "                \n",
-       "                <td id=\"T_a49772ca_c56b_11e5_9b91_a45e60bd97fbrow9_col4\" class=\"data row9 col4\">\n",
-       "                    0.29072\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </tbody>\n",
-       "        </table>\n",
-       "        "
-      ],
-      "text/plain": [
-       "<pandas.core.style.Styler at 0x111dd4d68>"
-      ]
-     },
-     "execution_count": 16,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "df.style.highlight_null(null_color='red')"
    ]
@@ -4375,593 +466,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": null,
    "metadata": {
     "collapsed": false
    },
-   "outputs": [
-    {
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-       "            #T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow6_col0 {\n",
-       "            \n",
-       "                background-color:  #4daa4d;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow6_col1 {\n",
-       "            \n",
-       "                background-color:  #6cbc6c;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow6_col2 {\n",
-       "            \n",
-       "                background-color:  #008000;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow6_col3 {\n",
-       "            \n",
-       "                background-color:  #a3daa3;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow6_col4 {\n",
-       "            \n",
-       "                background-color:  #0e880e;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow7_col0 {\n",
-       "            \n",
-       "                background-color:  #329c32;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow7_col1 {\n",
-       "            \n",
-       "                background-color:  #5cb35c;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow7_col2 {\n",
-       "            \n",
-       "                background-color:  #0e880e;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow7_col3 {\n",
-       "            \n",
-       "                background-color:  #cff3cf;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow7_col4 {\n",
-       "            \n",
-       "                background-color:  #4fac4f;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow8_col0 {\n",
-       "            \n",
-       "                background-color:  #198e19;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow8_col1 {\n",
-       "            \n",
-       "                background-color:  #008000;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow8_col2 {\n",
-       "            \n",
-       "                background-color:  #dcfadc;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow8_col3 {\n",
-       "            \n",
-       "                background-color:  #008000;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow8_col4 {\n",
-       "            \n",
-       "                background-color:  #e5ffe5;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow9_col0 {\n",
-       "            \n",
-       "                background-color:  #008000;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow9_col1 {\n",
-       "            \n",
-       "                background-color:  #7ec67e;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow9_col2 {\n",
-       "            \n",
-       "                background-color:  #319b31;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow9_col3 {\n",
-       "            \n",
-       "                background-color:  #e5ffe5;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow9_col4 {\n",
-       "            \n",
-       "                background-color:  #5cb35c;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "        </style>\n",
-       "\n",
-       "        <table id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fb\" None>\n",
-       "        \n",
-       "\n",
-       "        <thead>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col0\">A\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col1\">B\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col2\">C\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col3\">D\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col4\">E\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th class=\"col_heading level2 col0\">None\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </thead>\n",
-       "        <tbody>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fb\" class=\"row_heading level0 row0\">\n",
-       "                    0\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow0_col0\" class=\"data row0 col0\">\n",
-       "                    1\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow0_col1\" class=\"data row0 col1\">\n",
-       "                    1.32921\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow0_col2\" class=\"data row0 col2\">\n",
-       "                    nan\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow0_col3\" class=\"data row0 col3\">\n",
-       "                    -0.31628\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow0_col4\" class=\"data row0 col4\">\n",
-       "                    -0.99081\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fb\" class=\"row_heading level4 row1\">\n",
-       "                    1\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow1_col0\" class=\"data row1 col0\">\n",
-       "                    2\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow1_col1\" class=\"data row1 col1\">\n",
-       "                    -1.07082\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow1_col2\" class=\"data row1 col2\">\n",
-       "                    -1.43871\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow1_col3\" class=\"data row1 col3\">\n",
-       "                    0.564417\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow1_col4\" class=\"data row1 col4\">\n",
-       "                    0.295722\n",
-       "                \n",
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-       "            \n",
-       "            <tr>\n",
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-       "                    2\n",
-       "                \n",
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-       "                    3\n",
-       "                \n",
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-       "                \n",
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-       "                    0.219565\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow2_col3\" class=\"data row2 col3\">\n",
-       "                    0.678805\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow2_col4\" class=\"data row2 col4\">\n",
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-       "                \n",
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-       "            \n",
-       "            <tr>\n",
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-       "                    3\n",
-       "                \n",
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-       "                \n",
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-       "                    0.961538\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow3_col2\" class=\"data row3 col2\">\n",
-       "                    0.104011\n",
-       "                \n",
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-       "                \n",
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-       "                    0.850229\n",
-       "                \n",
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-       "            \n",
-       "            <tr>\n",
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-       "                    4\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow4_col0\" class=\"data row4 col0\">\n",
-       "                    5\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow4_col1\" class=\"data row4 col1\">\n",
-       "                    1.45342\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow4_col2\" class=\"data row4 col2\">\n",
-       "                    1.05774\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow4_col3\" class=\"data row4 col3\">\n",
-       "                    0.165562\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow4_col4\" class=\"data row4 col4\">\n",
-       "                    0.515018\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fb\" class=\"row_heading level4 row5\">\n",
-       "                    5\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow5_col0\" class=\"data row5 col0\">\n",
-       "                    6\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow5_col1\" class=\"data row5 col1\">\n",
-       "                    -1.33694\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow5_col2\" class=\"data row5 col2\">\n",
-       "                    0.562861\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow5_col3\" class=\"data row5 col3\">\n",
-       "                    1.39285\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow5_col4\" class=\"data row5 col4\">\n",
-       "                    -0.063328\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fb\" class=\"row_heading level4 row6\">\n",
-       "                    6\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow6_col0\" class=\"data row6 col0\">\n",
-       "                    7\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow6_col1\" class=\"data row6 col1\">\n",
-       "                    0.121668\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow6_col2\" class=\"data row6 col2\">\n",
-       "                    1.2076\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow6_col3\" class=\"data row6 col3\">\n",
-       "                    -0.00204021\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow6_col4\" class=\"data row6 col4\">\n",
-       "                    1.6278\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fb\" class=\"row_heading level4 row7\">\n",
-       "                    7\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow7_col0\" class=\"data row7 col0\">\n",
-       "                    8\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow7_col1\" class=\"data row7 col1\">\n",
-       "                    0.354493\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow7_col2\" class=\"data row7 col2\">\n",
-       "                    1.03753\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow7_col3\" class=\"data row7 col3\">\n",
-       "                    -0.385684\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow7_col4\" class=\"data row7 col4\">\n",
-       "                    0.519818\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fb\" class=\"row_heading level4 row8\">\n",
-       "                    8\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow8_col0\" class=\"data row8 col0\">\n",
-       "                    9\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow8_col1\" class=\"data row8 col1\">\n",
-       "                    1.68658\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow8_col2\" class=\"data row8 col2\">\n",
-       "                    -1.32596\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow8_col3\" class=\"data row8 col3\">\n",
-       "                    1.42898\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow8_col4\" class=\"data row8 col4\">\n",
-       "                    -2.08935\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fb\" class=\"row_heading level4 row9\">\n",
-       "                    9\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow9_col0\" class=\"data row9 col0\">\n",
-       "                    10\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow9_col1\" class=\"data row9 col1\">\n",
-       "                    -0.12982\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow9_col2\" class=\"data row9 col2\">\n",
-       "                    0.631523\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow9_col3\" class=\"data row9 col3\">\n",
-       "                    -0.586538\n",
-       "                \n",
-       "                <td id=\"T_a49c8878_c56b_11e5_8ffb_a45e60bd97fbrow9_col4\" class=\"data row9 col4\">\n",
-       "                    0.29072\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </tbody>\n",
-       "        </table>\n",
-       "        "
-      ],
-      "text/plain": [
-       "<pandas.core.style.Styler at 0x111dc0a58>"
-      ]
-     },
-     "execution_count": 17,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "import seaborn as sns\n",
     "\n",
@@ -4980,333 +489,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": null,
    "metadata": {
     "collapsed": false
    },
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "        <style  type=\"text/css\" >\n",
-       "        \n",
-       "        \n",
-       "            #T_a4a280a4_c56b_11e5_9421_a45e60bd97fbrow0_col0 {\n",
-       "            \n",
-       "                background-color:  #440154;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4a280a4_c56b_11e5_9421_a45e60bd97fbrow0_col1 {\n",
-       "            \n",
-       "                background-color:  #e5e419;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4a280a4_c56b_11e5_9421_a45e60bd97fbrow0_col2 {\n",
-       "            \n",
-       "                background-color:  #440154;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4a280a4_c56b_11e5_9421_a45e60bd97fbrow0_col3 {\n",
-       "            \n",
-       "                background-color:  #46327e;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4a280a4_c56b_11e5_9421_a45e60bd97fbrow0_col4 {\n",
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-       "                \n",
-       "                <td id=\"T_a4a280a4_c56b_11e5_9421_a45e60bd97fbrow4_col2\" class=\"data row4 col2\">\n",
-       "                    1.05774\n",
-       "                \n",
-       "                <td id=\"T_a4a280a4_c56b_11e5_9421_a45e60bd97fbrow4_col3\" class=\"data row4 col3\">\n",
-       "                    0.165562\n",
-       "                \n",
-       "                <td id=\"T_a4a280a4_c56b_11e5_9421_a45e60bd97fbrow4_col4\" class=\"data row4 col4\">\n",
-       "                    0.515018\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </tbody>\n",
-       "        </table>\n",
-       "        "
-      ],
-      "text/plain": [
-       "<pandas.core.style.Styler at 0x111d9dcc0>"
-      ]
-     },
-     "execution_count": 18,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "# Uses the full color range\n",
     "df.loc[:4].style.background_gradient(cmap='viridis')"
@@ -5314,383 +501,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": null,
    "metadata": {
     "collapsed": false
    },
-   "outputs": [
-    {
-     "data": {
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-       "                    4\n",
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-       "                    5\n",
-       "                \n",
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-       "                    1.45342\n",
-       "                \n",
-       "                <td id=\"T_a4aab036_c56b_11e5_b597_a45e60bd97fbrow4_col2\" class=\"data row4 col2\">\n",
-       "                    1.05774\n",
-       "                \n",
-       "                <td id=\"T_a4aab036_c56b_11e5_b597_a45e60bd97fbrow4_col3\" class=\"data row4 col3\">\n",
-       "                    0.165562\n",
-       "                \n",
-       "                <td id=\"T_a4aab036_c56b_11e5_b597_a45e60bd97fbrow4_col4\" class=\"data row4 col4\">\n",
-       "                    0.515018\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </tbody>\n",
-       "        </table>\n",
-       "        "
-      ],
-      "text/plain": [
-       "<pandas.core.style.Styler at 0x111daaba8>"
-      ]
-     },
-     "execution_count": 19,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "# Compreess the color range\n",
     "(df.loc[:4]\n",
@@ -5708,489 +523,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": null,
    "metadata": {
     "collapsed": false
    },
-   "outputs": [
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-       "                    2\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow2_col0\" class=\"data row2 col0\">\n",
-       "                    3\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow2_col1\" class=\"data row2 col1\">\n",
-       "                    -1.6264\n",
-       "                \n",
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-       "                    0.219565\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow2_col3\" class=\"data row2 col3\">\n",
-       "                    0.678805\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow2_col4\" class=\"data row2 col4\">\n",
-       "                    1.88927\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
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-       "                \n",
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-       "                    3\n",
-       "                \n",
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-       "                \n",
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-       "                    0.961538\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow3_col2\" class=\"data row3 col2\">\n",
-       "                    0.104011\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow3_col3\" class=\"data row3 col3\">\n",
-       "                    -0.481165\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow3_col4\" class=\"data row3 col4\">\n",
-       "                    0.850229\n",
-       "                \n",
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-       "            \n",
-       "            <tr>\n",
-       "                \n",
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-       "                    4\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow4_col0\" class=\"data row4 col0\">\n",
-       "                    5\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow4_col1\" class=\"data row4 col1\">\n",
-       "                    1.45342\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow4_col2\" class=\"data row4 col2\">\n",
-       "                    1.05774\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow4_col3\" class=\"data row4 col3\">\n",
-       "                    0.165562\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow4_col4\" class=\"data row4 col4\">\n",
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-       "                \n",
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-       "            \n",
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-       "                \n",
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-       "                    5\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow5_col0\" class=\"data row5 col0\">\n",
-       "                    6\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow5_col1\" class=\"data row5 col1\">\n",
-       "                    -1.33694\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow5_col2\" class=\"data row5 col2\">\n",
-       "                    0.562861\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow5_col3\" class=\"data row5 col3\">\n",
-       "                    1.39285\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow5_col4\" class=\"data row5 col4\">\n",
-       "                    -0.063328\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fb\" class=\"row_heading level4 row6\">\n",
-       "                    6\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow6_col0\" class=\"data row6 col0\">\n",
-       "                    7\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow6_col1\" class=\"data row6 col1\">\n",
-       "                    0.121668\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow6_col2\" class=\"data row6 col2\">\n",
-       "                    1.2076\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow6_col3\" class=\"data row6 col3\">\n",
-       "                    -0.00204021\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow6_col4\" class=\"data row6 col4\">\n",
-       "                    1.6278\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fb\" class=\"row_heading level4 row7\">\n",
-       "                    7\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow7_col0\" class=\"data row7 col0\">\n",
-       "                    8\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow7_col1\" class=\"data row7 col1\">\n",
-       "                    0.354493\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow7_col2\" class=\"data row7 col2\">\n",
-       "                    1.03753\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow7_col3\" class=\"data row7 col3\">\n",
-       "                    -0.385684\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow7_col4\" class=\"data row7 col4\">\n",
-       "                    0.519818\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fb\" class=\"row_heading level4 row8\">\n",
-       "                    8\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow8_col0\" class=\"data row8 col0\">\n",
-       "                    9\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow8_col1\" class=\"data row8 col1\">\n",
-       "                    1.68658\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow8_col2\" class=\"data row8 col2\">\n",
-       "                    -1.32596\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow8_col3\" class=\"data row8 col3\">\n",
-       "                    1.42898\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow8_col4\" class=\"data row8 col4\">\n",
-       "                    -2.08935\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fb\" class=\"row_heading level4 row9\">\n",
-       "                    9\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow9_col0\" class=\"data row9 col0\">\n",
-       "                    10\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow9_col1\" class=\"data row9 col1\">\n",
-       "                    -0.12982\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow9_col2\" class=\"data row9 col2\">\n",
-       "                    0.631523\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow9_col3\" class=\"data row9 col3\">\n",
-       "                    -0.586538\n",
-       "                \n",
-       "                <td id=\"T_a4aead8c_c56b_11e5_8acb_a45e60bd97fbrow9_col4\" class=\"data row9 col4\">\n",
-       "                    0.29072\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </tbody>\n",
-       "        </table>\n",
-       "        "
-      ],
-      "text/plain": [
-       "<pandas.core.style.Styler at 0x111dc0d68>"
-      ]
-     },
-     "execution_count": 20,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "df.style.bar(subset=['A', 'B'], color='#d65f5f')"
    ]
@@ -6204,646 +541,22 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": null,
    "metadata": {
     "collapsed": false
    },
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "        <style  type=\"text/css\" >\n",
-       "        \n",
-       "        \n",
-       "            #T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow2_col4 {\n",
-       "            \n",
-       "                background-color:  yellow;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow6_col2 {\n",
-       "            \n",
-       "                background-color:  yellow;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow8_col1 {\n",
-       "            \n",
-       "                background-color:  yellow;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow8_col3 {\n",
-       "            \n",
-       "                background-color:  yellow;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow9_col0 {\n",
-       "            \n",
-       "                background-color:  yellow;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "        </style>\n",
-       "\n",
-       "        <table id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fb\" None>\n",
-       "        \n",
-       "\n",
-       "        <thead>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col0\">A\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col1\">B\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col2\">C\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col3\">D\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col4\">E\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th class=\"col_heading level2 col0\">None\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
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-       "            \n",
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-       "            \n",
-       "            <tr>\n",
-       "                \n",
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-       "                    1\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow0_col1\" class=\"data row0 col1\">\n",
-       "                    1.32921\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow0_col2\" class=\"data row0 col2\">\n",
-       "                    nan\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow0_col3\" class=\"data row0 col3\">\n",
-       "                    -0.31628\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow0_col4\" class=\"data row0 col4\">\n",
-       "                    -0.99081\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fb\" class=\"row_heading level4 row1\">\n",
-       "                    1\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow1_col0\" class=\"data row1 col0\">\n",
-       "                    2\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow1_col1\" class=\"data row1 col1\">\n",
-       "                    -1.07082\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow1_col2\" class=\"data row1 col2\">\n",
-       "                    -1.43871\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow1_col3\" class=\"data row1 col3\">\n",
-       "                    0.564417\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow1_col4\" class=\"data row1 col4\">\n",
-       "                    0.295722\n",
-       "                \n",
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-       "            \n",
-       "            <tr>\n",
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-       "                    2\n",
-       "                \n",
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-       "                    3\n",
-       "                \n",
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-       "                    -1.6264\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow2_col2\" class=\"data row2 col2\">\n",
-       "                    0.219565\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow2_col3\" class=\"data row2 col3\">\n",
-       "                    0.678805\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow2_col4\" class=\"data row2 col4\">\n",
-       "                    1.88927\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
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-       "                    3\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow3_col0\" class=\"data row3 col0\">\n",
-       "                    4\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow3_col1\" class=\"data row3 col1\">\n",
-       "                    0.961538\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow3_col2\" class=\"data row3 col2\">\n",
-       "                    0.104011\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow3_col3\" class=\"data row3 col3\">\n",
-       "                    -0.481165\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow3_col4\" class=\"data row3 col4\">\n",
-       "                    0.850229\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
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-       "                    4\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow4_col0\" class=\"data row4 col0\">\n",
-       "                    5\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow4_col1\" class=\"data row4 col1\">\n",
-       "                    1.45342\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow4_col2\" class=\"data row4 col2\">\n",
-       "                    1.05774\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow4_col3\" class=\"data row4 col3\">\n",
-       "                    0.165562\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow4_col4\" class=\"data row4 col4\">\n",
-       "                    0.515018\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
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-       "                    5\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow5_col0\" class=\"data row5 col0\">\n",
-       "                    6\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow5_col1\" class=\"data row5 col1\">\n",
-       "                    -1.33694\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow5_col2\" class=\"data row5 col2\">\n",
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-       "                    1.39285\n",
-       "                \n",
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-       "                \n",
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-       "                    6\n",
-       "                \n",
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-       "                    7\n",
-       "                \n",
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-       "                    0.121668\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow6_col2\" class=\"data row6 col2\">\n",
-       "                    1.2076\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow6_col3\" class=\"data row6 col3\">\n",
-       "                    -0.00204021\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow6_col4\" class=\"data row6 col4\">\n",
-       "                    1.6278\n",
-       "                \n",
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-       "                \n",
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-       "                \n",
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-       "                    0.354493\n",
-       "                \n",
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-       "                    1.03753\n",
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-       "                \n",
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-       "                \n",
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-       "                    9\n",
-       "                \n",
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-       "                    1.68658\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow8_col2\" class=\"data row8 col2\">\n",
-       "                    -1.32596\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow8_col3\" class=\"data row8 col3\">\n",
-       "                    1.42898\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow8_col4\" class=\"data row8 col4\">\n",
-       "                    -2.08935\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fb\" class=\"row_heading level4 row9\">\n",
-       "                    9\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow9_col0\" class=\"data row9 col0\">\n",
-       "                    10\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow9_col1\" class=\"data row9 col1\">\n",
-       "                    -0.12982\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow9_col2\" class=\"data row9 col2\">\n",
-       "                    0.631523\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow9_col3\" class=\"data row9 col3\">\n",
-       "                    -0.586538\n",
-       "                \n",
-       "                <td id=\"T_a4b6e3da_c56b_11e5_a44b_a45e60bd97fbrow9_col4\" class=\"data row9 col4\">\n",
-       "                    0.29072\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </tbody>\n",
-       "        </table>\n",
-       "        "
-      ],
-      "text/plain": [
-       "<pandas.core.style.Styler at 0x111dd47f0>"
-      ]
-     },
-     "execution_count": 21,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "df.style.highlight_max(axis=0)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": null,
    "metadata": {
     "collapsed": false
    },
-   "outputs": [
-    {
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-       "                \n",
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-       "                \n",
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-       "                    0.219565\n",
-       "                \n",
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-       "                    0.678805\n",
-       "                \n",
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-       "                    3\n",
-       "                \n",
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-       "                    4\n",
-       "                \n",
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-       "                    0.961538\n",
-       "                \n",
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-       "                \n",
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-       "                \n",
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-       "            \n",
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-       "                    4\n",
-       "                \n",
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-       "                    5\n",
-       "                \n",
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-       "                    1.45342\n",
-       "                \n",
-       "                <td id=\"T_a4bf3f9e_c56b_11e5_be35_a45e60bd97fbrow4_col2\" class=\"data row4 col2\">\n",
-       "                    1.05774\n",
-       "                \n",
-       "                <td id=\"T_a4bf3f9e_c56b_11e5_be35_a45e60bd97fbrow4_col3\" class=\"data row4 col3\">\n",
-       "                    0.165562\n",
-       "                \n",
-       "                <td id=\"T_a4bf3f9e_c56b_11e5_be35_a45e60bd97fbrow4_col4\" class=\"data row4 col4\">\n",
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-       "                    5\n",
-       "                \n",
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-       "                    6\n",
-       "                \n",
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-       "                    -1.33694\n",
-       "                \n",
-       "                <td id=\"T_a4bf3f9e_c56b_11e5_be35_a45e60bd97fbrow5_col2\" class=\"data row5 col2\">\n",
-       "                    0.562861\n",
-       "                \n",
-       "                <td id=\"T_a4bf3f9e_c56b_11e5_be35_a45e60bd97fbrow5_col3\" class=\"data row5 col3\">\n",
-       "                    1.39285\n",
-       "                \n",
-       "                <td id=\"T_a4bf3f9e_c56b_11e5_be35_a45e60bd97fbrow5_col4\" class=\"data row5 col4\">\n",
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-       "                \n",
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-       "                \n",
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-       "                    6\n",
-       "                \n",
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-       "                    7\n",
-       "                \n",
-       "                <td id=\"T_a4bf3f9e_c56b_11e5_be35_a45e60bd97fbrow6_col1\" class=\"data row6 col1\">\n",
-       "                    0.121668\n",
-       "                \n",
-       "                <td id=\"T_a4bf3f9e_c56b_11e5_be35_a45e60bd97fbrow6_col2\" class=\"data row6 col2\">\n",
-       "                    1.2076\n",
-       "                \n",
-       "                <td id=\"T_a4bf3f9e_c56b_11e5_be35_a45e60bd97fbrow6_col3\" class=\"data row6 col3\">\n",
-       "                    -0.00204021\n",
-       "                \n",
-       "                <td id=\"T_a4bf3f9e_c56b_11e5_be35_a45e60bd97fbrow6_col4\" class=\"data row6 col4\">\n",
-       "                    1.6278\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
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-       "                    7\n",
-       "                \n",
-       "                <td id=\"T_a4bf3f9e_c56b_11e5_be35_a45e60bd97fbrow7_col0\" class=\"data row7 col0\">\n",
-       "                    8\n",
-       "                \n",
-       "                <td id=\"T_a4bf3f9e_c56b_11e5_be35_a45e60bd97fbrow7_col1\" class=\"data row7 col1\">\n",
-       "                    0.354493\n",
-       "                \n",
-       "                <td id=\"T_a4bf3f9e_c56b_11e5_be35_a45e60bd97fbrow7_col2\" class=\"data row7 col2\">\n",
-       "                    1.03753\n",
-       "                \n",
-       "                <td id=\"T_a4bf3f9e_c56b_11e5_be35_a45e60bd97fbrow7_col3\" class=\"data row7 col3\">\n",
-       "                    -0.385684\n",
-       "                \n",
-       "                <td id=\"T_a4bf3f9e_c56b_11e5_be35_a45e60bd97fbrow7_col4\" class=\"data row7 col4\">\n",
-       "                    0.519818\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4bf3f9e_c56b_11e5_be35_a45e60bd97fb\" class=\"row_heading level4 row8\">\n",
-       "                    8\n",
-       "                \n",
-       "                <td id=\"T_a4bf3f9e_c56b_11e5_be35_a45e60bd97fbrow8_col0\" class=\"data row8 col0\">\n",
-       "                    9\n",
-       "                \n",
-       "                <td id=\"T_a4bf3f9e_c56b_11e5_be35_a45e60bd97fbrow8_col1\" class=\"data row8 col1\">\n",
-       "                    1.68658\n",
-       "                \n",
-       "                <td id=\"T_a4bf3f9e_c56b_11e5_be35_a45e60bd97fbrow8_col2\" class=\"data row8 col2\">\n",
-       "                    -1.32596\n",
-       "                \n",
-       "                <td id=\"T_a4bf3f9e_c56b_11e5_be35_a45e60bd97fbrow8_col3\" class=\"data row8 col3\">\n",
-       "                    1.42898\n",
-       "                \n",
-       "                <td id=\"T_a4bf3f9e_c56b_11e5_be35_a45e60bd97fbrow8_col4\" class=\"data row8 col4\">\n",
-       "                    -2.08935\n",
-       "                \n",
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-       "            \n",
-       "            <tr>\n",
-       "                \n",
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-       "                    9\n",
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-       "                    10\n",
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-       "                    -0.12982\n",
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-       "                    0.631523\n",
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-       "                    -0.586538\n",
-       "                \n",
-       "                <td id=\"T_a4bf3f9e_c56b_11e5_be35_a45e60bd97fbrow9_col4\" class=\"data row9 col4\">\n",
-       "                    0.29072\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </tbody>\n",
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-       "        "
-      ],
-      "text/plain": [
-       "<pandas.core.style.Styler at 0x111dc0780>"
-      ]
-     },
-     "execution_count": 22,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "df.style.highlight_min(axis=0)"
    ]
@@ -6857,793 +570,11 @@
   },
   {
    "cell_type": "code",
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+   "execution_count": null,
    "metadata": {
     "collapsed": false
    },
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-       "                \n",
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-       "                \n",
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-       "                    1.2076\n",
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-       "                \n",
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-       "                    1.42898\n",
-       "                \n",
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-       "            \n",
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-       "                    9\n",
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-       "                \n",
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-       "                \n",
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-       "                    0.631523\n",
-       "                \n",
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-       "                    -0.586538\n",
-       "                \n",
-       "                <td id=\"T_a4c625a2_c56b_11e5_850b_a45e60bd97fbrow9_col4\" class=\"data row9 col4\">\n",
-       "                    0.29072\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </tbody>\n",
-       "        </table>\n",
-       "        "
-      ],
-      "text/plain": [
-       "<pandas.core.style.Styler at 0x111dd42b0>"
-      ]
-     },
-     "execution_count": 23,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "df.style.set_properties(**{'background-color': 'black',\n",
     "                           'color': 'lawngreen',\n",
@@ -7666,593 +597,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": null,
    "metadata": {
     "collapsed": false
    },
-   "outputs": [
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-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow6_col0 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow6_col1 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow6_col2 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow6_col3 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow6_col4 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow7_col0 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow7_col1 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow7_col2 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow7_col3 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow7_col4 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow8_col0 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow8_col1 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow8_col2 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow8_col3 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow8_col4 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow9_col0 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow9_col1 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow9_col2 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow9_col3 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow9_col4 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "        </style>\n",
-       "\n",
-       "        <table id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fb\" None>\n",
-       "        \n",
-       "\n",
-       "        <thead>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col0\">A\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col1\">B\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col2\">C\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col3\">D\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col4\">E\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th class=\"col_heading level2 col0\">None\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </thead>\n",
-       "        <tbody>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fb\" class=\"row_heading level0 row0\">\n",
-       "                    0\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow0_col0\" class=\"data row0 col0\">\n",
-       "                    1\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow0_col1\" class=\"data row0 col1\">\n",
-       "                    1.32921\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow0_col2\" class=\"data row0 col2\">\n",
-       "                    nan\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow0_col3\" class=\"data row0 col3\">\n",
-       "                    -0.31628\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow0_col4\" class=\"data row0 col4\">\n",
-       "                    -0.99081\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fb\" class=\"row_heading level4 row1\">\n",
-       "                    1\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow1_col0\" class=\"data row1 col0\">\n",
-       "                    2\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow1_col1\" class=\"data row1 col1\">\n",
-       "                    -1.07082\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow1_col2\" class=\"data row1 col2\">\n",
-       "                    -1.43871\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow1_col3\" class=\"data row1 col3\">\n",
-       "                    0.564417\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow1_col4\" class=\"data row1 col4\">\n",
-       "                    0.295722\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fb\" class=\"row_heading level4 row2\">\n",
-       "                    2\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow2_col0\" class=\"data row2 col0\">\n",
-       "                    3\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow2_col1\" class=\"data row2 col1\">\n",
-       "                    -1.6264\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow2_col2\" class=\"data row2 col2\">\n",
-       "                    0.219565\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow2_col3\" class=\"data row2 col3\">\n",
-       "                    0.678805\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow2_col4\" class=\"data row2 col4\">\n",
-       "                    1.88927\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
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-       "                    3\n",
-       "                \n",
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-       "                    4\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow3_col1\" class=\"data row3 col1\">\n",
-       "                    0.961538\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow3_col2\" class=\"data row3 col2\">\n",
-       "                    0.104011\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow3_col3\" class=\"data row3 col3\">\n",
-       "                    -0.481165\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow3_col4\" class=\"data row3 col4\">\n",
-       "                    0.850229\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fb\" class=\"row_heading level4 row4\">\n",
-       "                    4\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow4_col0\" class=\"data row4 col0\">\n",
-       "                    5\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow4_col1\" class=\"data row4 col1\">\n",
-       "                    1.45342\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow4_col2\" class=\"data row4 col2\">\n",
-       "                    1.05774\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow4_col3\" class=\"data row4 col3\">\n",
-       "                    0.165562\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow4_col4\" class=\"data row4 col4\">\n",
-       "                    0.515018\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fb\" class=\"row_heading level4 row5\">\n",
-       "                    5\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow5_col0\" class=\"data row5 col0\">\n",
-       "                    6\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow5_col1\" class=\"data row5 col1\">\n",
-       "                    -1.33694\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow5_col2\" class=\"data row5 col2\">\n",
-       "                    0.562861\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow5_col3\" class=\"data row5 col3\">\n",
-       "                    1.39285\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow5_col4\" class=\"data row5 col4\">\n",
-       "                    -0.063328\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fb\" class=\"row_heading level4 row6\">\n",
-       "                    6\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow6_col0\" class=\"data row6 col0\">\n",
-       "                    7\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow6_col1\" class=\"data row6 col1\">\n",
-       "                    0.121668\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow6_col2\" class=\"data row6 col2\">\n",
-       "                    1.2076\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow6_col3\" class=\"data row6 col3\">\n",
-       "                    -0.00204021\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow6_col4\" class=\"data row6 col4\">\n",
-       "                    1.6278\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fb\" class=\"row_heading level4 row7\">\n",
-       "                    7\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow7_col0\" class=\"data row7 col0\">\n",
-       "                    8\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow7_col1\" class=\"data row7 col1\">\n",
-       "                    0.354493\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow7_col2\" class=\"data row7 col2\">\n",
-       "                    1.03753\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow7_col3\" class=\"data row7 col3\">\n",
-       "                    -0.385684\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow7_col4\" class=\"data row7 col4\">\n",
-       "                    0.519818\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fb\" class=\"row_heading level4 row8\">\n",
-       "                    8\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow8_col0\" class=\"data row8 col0\">\n",
-       "                    9\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow8_col1\" class=\"data row8 col1\">\n",
-       "                    1.68658\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow8_col2\" class=\"data row8 col2\">\n",
-       "                    -1.32596\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow8_col3\" class=\"data row8 col3\">\n",
-       "                    1.42898\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow8_col4\" class=\"data row8 col4\">\n",
-       "                    -2.08935\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fb\" class=\"row_heading level4 row9\">\n",
-       "                    9\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow9_col0\" class=\"data row9 col0\">\n",
-       "                    10\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow9_col1\" class=\"data row9 col1\">\n",
-       "                    -0.12982\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow9_col2\" class=\"data row9 col2\">\n",
-       "                    0.631523\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow9_col3\" class=\"data row9 col3\">\n",
-       "                    -0.586538\n",
-       "                \n",
-       "                <td id=\"T_a4cc7842_c56b_11e5_acef_a45e60bd97fbrow9_col4\" class=\"data row9 col4\">\n",
-       "                    0.29072\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </tbody>\n",
-       "        </table>\n",
-       "        "
-      ],
-      "text/plain": [
-       "<pandas.core.style.Styler at 0x111daa828>"
-      ]
-     },
-     "execution_count": 24,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "df2 = -df\n",
     "style1 = df.style.applymap(color_negative_red)\n",
@@ -8261,593 +610,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": null,
    "metadata": {
     "collapsed": false
    },
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "        <style  type=\"text/css\" >\n",
-       "        \n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow0_col0 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow0_col1 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow0_col2 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow0_col3 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow0_col4 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow1_col0 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow1_col1 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow1_col2 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow1_col3 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow1_col4 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow2_col0 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow2_col1 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow2_col2 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow2_col3 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow2_col4 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow3_col0 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow3_col1 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow3_col2 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow3_col3 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow3_col4 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow4_col0 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow4_col1 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow4_col2 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow4_col3 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow4_col4 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow5_col0 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow5_col1 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow5_col2 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow5_col3 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow5_col4 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow6_col0 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow6_col1 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow6_col2 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow6_col3 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow6_col4 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow7_col0 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow7_col1 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow7_col2 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow7_col3 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow7_col4 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow8_col0 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow8_col1 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow8_col2 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow8_col3 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow8_col4 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow9_col0 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow9_col1 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow9_col2 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow9_col3 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow9_col4 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "        </style>\n",
-       "\n",
-       "        <table id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fb\" None>\n",
-       "        \n",
-       "\n",
-       "        <thead>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col0\">A\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col1\">B\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col2\">C\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col3\">D\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col4\">E\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th class=\"col_heading level2 col0\">None\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </thead>\n",
-       "        <tbody>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fb\" class=\"row_heading level0 row0\">\n",
-       "                    0\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow0_col0\" class=\"data row0 col0\">\n",
-       "                    -1\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow0_col1\" class=\"data row0 col1\">\n",
-       "                    -1.32921\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow0_col2\" class=\"data row0 col2\">\n",
-       "                    nan\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow0_col3\" class=\"data row0 col3\">\n",
-       "                    0.31628\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow0_col4\" class=\"data row0 col4\">\n",
-       "                    0.99081\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fb\" class=\"row_heading level4 row1\">\n",
-       "                    1\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow1_col0\" class=\"data row1 col0\">\n",
-       "                    -2\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow1_col1\" class=\"data row1 col1\">\n",
-       "                    1.07082\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow1_col2\" class=\"data row1 col2\">\n",
-       "                    1.43871\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow1_col3\" class=\"data row1 col3\">\n",
-       "                    -0.564417\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow1_col4\" class=\"data row1 col4\">\n",
-       "                    -0.295722\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fb\" class=\"row_heading level4 row2\">\n",
-       "                    2\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow2_col0\" class=\"data row2 col0\">\n",
-       "                    -3\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow2_col1\" class=\"data row2 col1\">\n",
-       "                    1.6264\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow2_col2\" class=\"data row2 col2\">\n",
-       "                    -0.219565\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow2_col3\" class=\"data row2 col3\">\n",
-       "                    -0.678805\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow2_col4\" class=\"data row2 col4\">\n",
-       "                    -1.88927\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fb\" class=\"row_heading level4 row3\">\n",
-       "                    3\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow3_col0\" class=\"data row3 col0\">\n",
-       "                    -4\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow3_col1\" class=\"data row3 col1\">\n",
-       "                    -0.961538\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow3_col2\" class=\"data row3 col2\">\n",
-       "                    -0.104011\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow3_col3\" class=\"data row3 col3\">\n",
-       "                    0.481165\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow3_col4\" class=\"data row3 col4\">\n",
-       "                    -0.850229\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fb\" class=\"row_heading level4 row4\">\n",
-       "                    4\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow4_col0\" class=\"data row4 col0\">\n",
-       "                    -5\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow4_col1\" class=\"data row4 col1\">\n",
-       "                    -1.45342\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow4_col2\" class=\"data row4 col2\">\n",
-       "                    -1.05774\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow4_col3\" class=\"data row4 col3\">\n",
-       "                    -0.165562\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow4_col4\" class=\"data row4 col4\">\n",
-       "                    -0.515018\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fb\" class=\"row_heading level4 row5\">\n",
-       "                    5\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow5_col0\" class=\"data row5 col0\">\n",
-       "                    -6\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow5_col1\" class=\"data row5 col1\">\n",
-       "                    1.33694\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow5_col2\" class=\"data row5 col2\">\n",
-       "                    -0.562861\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow5_col3\" class=\"data row5 col3\">\n",
-       "                    -1.39285\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow5_col4\" class=\"data row5 col4\">\n",
-       "                    0.063328\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fb\" class=\"row_heading level4 row6\">\n",
-       "                    6\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow6_col0\" class=\"data row6 col0\">\n",
-       "                    -7\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow6_col1\" class=\"data row6 col1\">\n",
-       "                    -0.121668\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow6_col2\" class=\"data row6 col2\">\n",
-       "                    -1.2076\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow6_col3\" class=\"data row6 col3\">\n",
-       "                    0.00204021\n",
-       "                \n",
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-       "                \n",
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-       "                    -0.354493\n",
-       "                \n",
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-       "                    -1.03753\n",
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-       "                    8\n",
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-       "                    -9\n",
-       "                \n",
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-       "                    -1.68658\n",
-       "                \n",
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-       "                    1.32596\n",
-       "                \n",
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-       "                    -1.42898\n",
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-       "                    2.08935\n",
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-       "            \n",
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-       "                    9\n",
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-       "                    -10\n",
-       "                \n",
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-       "                    0.12982\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow9_col2\" class=\"data row9 col2\">\n",
-       "                    -0.631523\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow9_col3\" class=\"data row9 col3\">\n",
-       "                    0.586538\n",
-       "                \n",
-       "                <td id=\"T_a4d33e4a_c56b_11e5_b6a5_a45e60bd97fbrow9_col4\" class=\"data row9 col4\">\n",
-       "                    -0.29072\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </tbody>\n",
-       "        </table>\n",
-       "        "
-      ],
-      "text/plain": [
-       "<pandas.core.style.Styler at 0x111dc0390>"
-      ]
-     },
-     "execution_count": 25,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "style2 = df2.style\n",
     "style2.use(style1.export())\n",
@@ -8898,693 +665,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": null,
    "metadata": {
     "collapsed": false
    },
-   "outputs": [
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-       "\n",
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-       "            \n",
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-       "                <th class=\"col_heading level2 col0\">None\n",
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-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fb\" class=\"row_heading level0 row0\">\n",
-       "                    0\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow0_col0\" class=\"data row0 col0\">\n",
-       "                    1\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow0_col1\" class=\"data row0 col1\">\n",
-       "                    1.3\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow0_col2\" class=\"data row0 col2\">\n",
-       "                    nan\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow0_col3\" class=\"data row0 col3\">\n",
-       "                    -0.32\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow0_col4\" class=\"data row0 col4\">\n",
-       "                    -0.99\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fb\" class=\"row_heading level4 row1\">\n",
-       "                    1\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow1_col0\" class=\"data row1 col0\">\n",
-       "                    2\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow1_col1\" class=\"data row1 col1\">\n",
-       "                    -1.1\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow1_col2\" class=\"data row1 col2\">\n",
-       "                    -1.4\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow1_col3\" class=\"data row1 col3\">\n",
-       "                    0.56\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow1_col4\" class=\"data row1 col4\">\n",
-       "                    0.3\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fb\" class=\"row_heading level4 row2\">\n",
-       "                    2\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow2_col0\" class=\"data row2 col0\">\n",
-       "                    3\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow2_col1\" class=\"data row2 col1\">\n",
-       "                    -1.6\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow2_col2\" class=\"data row2 col2\">\n",
-       "                    0.22\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow2_col3\" class=\"data row2 col3\">\n",
-       "                    0.68\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow2_col4\" class=\"data row2 col4\">\n",
-       "                    1.9\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fb\" class=\"row_heading level4 row3\">\n",
-       "                    3\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow3_col0\" class=\"data row3 col0\">\n",
-       "                    4\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow3_col1\" class=\"data row3 col1\">\n",
-       "                    0.96\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow3_col2\" class=\"data row3 col2\">\n",
-       "                    0.1\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow3_col3\" class=\"data row3 col3\">\n",
-       "                    -0.48\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow3_col4\" class=\"data row3 col4\">\n",
-       "                    0.85\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fb\" class=\"row_heading level4 row4\">\n",
-       "                    4\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow4_col0\" class=\"data row4 col0\">\n",
-       "                    5\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow4_col1\" class=\"data row4 col1\">\n",
-       "                    1.5\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow4_col2\" class=\"data row4 col2\">\n",
-       "                    1.1\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow4_col3\" class=\"data row4 col3\">\n",
-       "                    0.17\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow4_col4\" class=\"data row4 col4\">\n",
-       "                    0.52\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fb\" class=\"row_heading level4 row5\">\n",
-       "                    5\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow5_col0\" class=\"data row5 col0\">\n",
-       "                    6\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow5_col1\" class=\"data row5 col1\">\n",
-       "                    -1.3\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow5_col2\" class=\"data row5 col2\">\n",
-       "                    0.56\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow5_col3\" class=\"data row5 col3\">\n",
-       "                    1.4\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow5_col4\" class=\"data row5 col4\">\n",
-       "                    -0.063\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fb\" class=\"row_heading level4 row6\">\n",
-       "                    6\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow6_col0\" class=\"data row6 col0\">\n",
-       "                    7\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow6_col1\" class=\"data row6 col1\">\n",
-       "                    0.12\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow6_col2\" class=\"data row6 col2\">\n",
-       "                    1.2\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow6_col3\" class=\"data row6 col3\">\n",
-       "                    -0.002\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow6_col4\" class=\"data row6 col4\">\n",
-       "                    1.6\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fb\" class=\"row_heading level4 row7\">\n",
-       "                    7\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow7_col0\" class=\"data row7 col0\">\n",
-       "                    8\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow7_col1\" class=\"data row7 col1\">\n",
-       "                    0.35\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow7_col2\" class=\"data row7 col2\">\n",
-       "                    1\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow7_col3\" class=\"data row7 col3\">\n",
-       "                    -0.39\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow7_col4\" class=\"data row7 col4\">\n",
-       "                    0.52\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fb\" class=\"row_heading level4 row8\">\n",
-       "                    8\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow8_col0\" class=\"data row8 col0\">\n",
-       "                    9\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow8_col1\" class=\"data row8 col1\">\n",
-       "                    1.7\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow8_col2\" class=\"data row8 col2\">\n",
-       "                    -1.3\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow8_col3\" class=\"data row8 col3\">\n",
-       "                    1.4\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow8_col4\" class=\"data row8 col4\">\n",
-       "                    -2.1\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fb\" class=\"row_heading level4 row9\">\n",
-       "                    9\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow9_col0\" class=\"data row9 col0\">\n",
-       "                    10\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow9_col1\" class=\"data row9 col1\">\n",
-       "                    -0.13\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow9_col2\" class=\"data row9 col2\">\n",
-       "                    0.63\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow9_col3\" class=\"data row9 col3\">\n",
-       "                    -0.59\n",
-       "                \n",
-       "                <td id=\"T_a4defce4_c56b_11e5_80dc_a45e60bd97fbrow9_col4\" class=\"data row9 col4\">\n",
-       "                    0.29\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </tbody>\n",
-       "        </table>\n",
-       "        "
-      ],
-      "text/plain": [
-       "<pandas.core.style.Styler at 0x111e0a160>"
-      ]
-     },
-     "execution_count": 26,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "with pd.option_context('display.precision', 2):\n",
     "    html = (df.style\n",
@@ -9602,693 +687,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": null,
    "metadata": {
     "collapsed": false
    },
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "        <style  type=\"text/css\" >\n",
-       "        \n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow0_col0 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow0_col1 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow0_col2 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow0_col3 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow0_col4 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow1_col0 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow1_col1 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow1_col2 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow1_col3 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow1_col4 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow2_col0 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow2_col1 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow2_col2 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow2_col3 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow2_col4 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                background-color:  yellow;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow3_col0 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow3_col1 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow3_col2 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow3_col3 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow3_col4 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow4_col0 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow4_col1 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow4_col2 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow4_col3 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow4_col4 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow5_col0 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow5_col1 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow5_col2 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow5_col3 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow5_col4 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow6_col0 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow6_col1 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow6_col2 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                background-color:  yellow;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow6_col3 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow6_col4 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow7_col0 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow7_col1 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow7_col2 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow7_col3 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow7_col4 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow8_col0 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow8_col1 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                background-color:  yellow;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow8_col2 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow8_col3 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                background-color:  yellow;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow8_col4 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow9_col0 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                background-color:  yellow;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow9_col1 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow9_col2 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow9_col3 {\n",
-       "            \n",
-       "                color:  red;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow9_col4 {\n",
-       "            \n",
-       "                color:  black;\n",
-       "            \n",
-       "                : ;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "        </style>\n",
-       "\n",
-       "        <table id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fb\" None>\n",
-       "        \n",
-       "\n",
-       "        <thead>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col0\">A\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col1\">B\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col2\">C\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col3\">D\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col4\">E\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th class=\"col_heading level2 col0\">None\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </thead>\n",
-       "        <tbody>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fb\" class=\"row_heading level0 row0\">\n",
-       "                    0\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow0_col0\" class=\"data row0 col0\">\n",
-       "                    1\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow0_col1\" class=\"data row0 col1\">\n",
-       "                    1.3\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow0_col2\" class=\"data row0 col2\">\n",
-       "                    nan\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow0_col3\" class=\"data row0 col3\">\n",
-       "                    -0.32\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow0_col4\" class=\"data row0 col4\">\n",
-       "                    -0.99\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fb\" class=\"row_heading level4 row1\">\n",
-       "                    1\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow1_col0\" class=\"data row1 col0\">\n",
-       "                    2\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow1_col1\" class=\"data row1 col1\">\n",
-       "                    -1.1\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow1_col2\" class=\"data row1 col2\">\n",
-       "                    -1.4\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow1_col3\" class=\"data row1 col3\">\n",
-       "                    0.56\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow1_col4\" class=\"data row1 col4\">\n",
-       "                    0.3\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fb\" class=\"row_heading level4 row2\">\n",
-       "                    2\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow2_col0\" class=\"data row2 col0\">\n",
-       "                    3\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow2_col1\" class=\"data row2 col1\">\n",
-       "                    -1.6\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow2_col2\" class=\"data row2 col2\">\n",
-       "                    0.22\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow2_col3\" class=\"data row2 col3\">\n",
-       "                    0.68\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow2_col4\" class=\"data row2 col4\">\n",
-       "                    1.9\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fb\" class=\"row_heading level4 row3\">\n",
-       "                    3\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow3_col0\" class=\"data row3 col0\">\n",
-       "                    4\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow3_col1\" class=\"data row3 col1\">\n",
-       "                    0.96\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow3_col2\" class=\"data row3 col2\">\n",
-       "                    0.1\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow3_col3\" class=\"data row3 col3\">\n",
-       "                    -0.48\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow3_col4\" class=\"data row3 col4\">\n",
-       "                    0.85\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fb\" class=\"row_heading level4 row4\">\n",
-       "                    4\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow4_col0\" class=\"data row4 col0\">\n",
-       "                    5\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow4_col1\" class=\"data row4 col1\">\n",
-       "                    1.5\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow4_col2\" class=\"data row4 col2\">\n",
-       "                    1.1\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow4_col3\" class=\"data row4 col3\">\n",
-       "                    0.17\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow4_col4\" class=\"data row4 col4\">\n",
-       "                    0.52\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fb\" class=\"row_heading level4 row5\">\n",
-       "                    5\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow5_col0\" class=\"data row5 col0\">\n",
-       "                    6\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow5_col1\" class=\"data row5 col1\">\n",
-       "                    -1.3\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow5_col2\" class=\"data row5 col2\">\n",
-       "                    0.56\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow5_col3\" class=\"data row5 col3\">\n",
-       "                    1.4\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow5_col4\" class=\"data row5 col4\">\n",
-       "                    -0.063\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fb\" class=\"row_heading level4 row6\">\n",
-       "                    6\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow6_col0\" class=\"data row6 col0\">\n",
-       "                    7\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow6_col1\" class=\"data row6 col1\">\n",
-       "                    0.12\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow6_col2\" class=\"data row6 col2\">\n",
-       "                    1.2\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow6_col3\" class=\"data row6 col3\">\n",
-       "                    -0.002\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow6_col4\" class=\"data row6 col4\">\n",
-       "                    1.6\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fb\" class=\"row_heading level4 row7\">\n",
-       "                    7\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow7_col0\" class=\"data row7 col0\">\n",
-       "                    8\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow7_col1\" class=\"data row7 col1\">\n",
-       "                    0.35\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow7_col2\" class=\"data row7 col2\">\n",
-       "                    1\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow7_col3\" class=\"data row7 col3\">\n",
-       "                    -0.39\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow7_col4\" class=\"data row7 col4\">\n",
-       "                    0.52\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fb\" class=\"row_heading level4 row8\">\n",
-       "                    8\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow8_col0\" class=\"data row8 col0\">\n",
-       "                    9\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow8_col1\" class=\"data row8 col1\">\n",
-       "                    1.7\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow8_col2\" class=\"data row8 col2\">\n",
-       "                    -1.3\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow8_col3\" class=\"data row8 col3\">\n",
-       "                    1.4\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow8_col4\" class=\"data row8 col4\">\n",
-       "                    -2.1\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fb\" class=\"row_heading level4 row9\">\n",
-       "                    9\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow9_col0\" class=\"data row9 col0\">\n",
-       "                    10\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow9_col1\" class=\"data row9 col1\">\n",
-       "                    -0.13\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow9_col2\" class=\"data row9 col2\">\n",
-       "                    0.63\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow9_col3\" class=\"data row9 col3\">\n",
-       "                    -0.59\n",
-       "                \n",
-       "                <td id=\"T_a4e922d2_c56b_11e5_a1a2_a45e60bd97fbrow9_col4\" class=\"data row9 col4\">\n",
-       "                    0.29\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </tbody>\n",
-       "        </table>\n",
-       "        "
-      ],
-      "text/plain": [
-       "<pandas.core.style.Styler at 0x111e0aac8>"
-      ]
-     },
-     "execution_count": 27,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "df.style\\\n",
     "  .applymap(color_negative_red)\\\n",
@@ -10319,595 +722,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": null,
    "metadata": {
     "collapsed": false
    },
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-       "            \n",
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-       "        \n",
-       "        </style>\n",
-       "\n",
-       "        <table id=\"T_a4f2d070_c56b_11e5_88f7_a45e60bd97fb\" None>\n",
-       "        \n",
-       "            <caption>Colormaps, with a caption.</caption>\n",
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-       "                \n",
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-       "                \n",
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-       "                \n",
-       "                <th class=\"col_heading level0 col2\">C\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col3\">D\n",
-       "                \n",
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-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th class=\"col_heading level2 col0\">None\n",
-       "                \n",
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-       "                \n",
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-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
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-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
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-       "            \n",
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-       "                    0\n",
-       "                \n",
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-       "                    1\n",
-       "                \n",
-       "                <td id=\"T_a4f2d070_c56b_11e5_88f7_a45e60bd97fbrow0_col1\" class=\"data row0 col1\">\n",
-       "                    1.32921\n",
-       "                \n",
-       "                <td id=\"T_a4f2d070_c56b_11e5_88f7_a45e60bd97fbrow0_col2\" class=\"data row0 col2\">\n",
-       "                    nan\n",
-       "                \n",
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-       "                    0.564417\n",
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-       "                    3\n",
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-       "                    4\n",
-       "                \n",
-       "                <td id=\"T_a4f2d070_c56b_11e5_88f7_a45e60bd97fbrow4_col0\" class=\"data row4 col0\">\n",
-       "                    5\n",
-       "                \n",
-       "                <td id=\"T_a4f2d070_c56b_11e5_88f7_a45e60bd97fbrow4_col1\" class=\"data row4 col1\">\n",
-       "                    1.45342\n",
-       "                \n",
-       "                <td id=\"T_a4f2d070_c56b_11e5_88f7_a45e60bd97fbrow4_col2\" class=\"data row4 col2\">\n",
-       "                    1.05774\n",
-       "                \n",
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-       "                    0.165562\n",
-       "                \n",
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-       "                \n",
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-       "                    5\n",
-       "                \n",
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-       "                    6\n",
-       "                \n",
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-       "                \n",
-       "                <td id=\"T_a4f2d070_c56b_11e5_88f7_a45e60bd97fbrow5_col2\" class=\"data row5 col2\">\n",
-       "                    0.562861\n",
-       "                \n",
-       "                <td id=\"T_a4f2d070_c56b_11e5_88f7_a45e60bd97fbrow5_col3\" class=\"data row5 col3\">\n",
-       "                    1.39285\n",
-       "                \n",
-       "                <td id=\"T_a4f2d070_c56b_11e5_88f7_a45e60bd97fbrow5_col4\" class=\"data row5 col4\">\n",
-       "                    -0.063328\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4f2d070_c56b_11e5_88f7_a45e60bd97fb\" class=\"row_heading level4 row6\">\n",
-       "                    6\n",
-       "                \n",
-       "                <td id=\"T_a4f2d070_c56b_11e5_88f7_a45e60bd97fbrow6_col0\" class=\"data row6 col0\">\n",
-       "                    7\n",
-       "                \n",
-       "                <td id=\"T_a4f2d070_c56b_11e5_88f7_a45e60bd97fbrow6_col1\" class=\"data row6 col1\">\n",
-       "                    0.121668\n",
-       "                \n",
-       "                <td id=\"T_a4f2d070_c56b_11e5_88f7_a45e60bd97fbrow6_col2\" class=\"data row6 col2\">\n",
-       "                    1.2076\n",
-       "                \n",
-       "                <td id=\"T_a4f2d070_c56b_11e5_88f7_a45e60bd97fbrow6_col3\" class=\"data row6 col3\">\n",
-       "                    -0.00204021\n",
-       "                \n",
-       "                <td id=\"T_a4f2d070_c56b_11e5_88f7_a45e60bd97fbrow6_col4\" class=\"data row6 col4\">\n",
-       "                    1.6278\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4f2d070_c56b_11e5_88f7_a45e60bd97fb\" class=\"row_heading level4 row7\">\n",
-       "                    7\n",
-       "                \n",
-       "                <td id=\"T_a4f2d070_c56b_11e5_88f7_a45e60bd97fbrow7_col0\" class=\"data row7 col0\">\n",
-       "                    8\n",
-       "                \n",
-       "                <td id=\"T_a4f2d070_c56b_11e5_88f7_a45e60bd97fbrow7_col1\" class=\"data row7 col1\">\n",
-       "                    0.354493\n",
-       "                \n",
-       "                <td id=\"T_a4f2d070_c56b_11e5_88f7_a45e60bd97fbrow7_col2\" class=\"data row7 col2\">\n",
-       "                    1.03753\n",
-       "                \n",
-       "                <td id=\"T_a4f2d070_c56b_11e5_88f7_a45e60bd97fbrow7_col3\" class=\"data row7 col3\">\n",
-       "                    -0.385684\n",
-       "                \n",
-       "                <td id=\"T_a4f2d070_c56b_11e5_88f7_a45e60bd97fbrow7_col4\" class=\"data row7 col4\">\n",
-       "                    0.519818\n",
-       "                \n",
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-       "            \n",
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-       "                \n",
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-       "                    8\n",
-       "                \n",
-       "                <td id=\"T_a4f2d070_c56b_11e5_88f7_a45e60bd97fbrow8_col0\" class=\"data row8 col0\">\n",
-       "                    9\n",
-       "                \n",
-       "                <td id=\"T_a4f2d070_c56b_11e5_88f7_a45e60bd97fbrow8_col1\" class=\"data row8 col1\">\n",
-       "                    1.68658\n",
-       "                \n",
-       "                <td id=\"T_a4f2d070_c56b_11e5_88f7_a45e60bd97fbrow8_col2\" class=\"data row8 col2\">\n",
-       "                    -1.32596\n",
-       "                \n",
-       "                <td id=\"T_a4f2d070_c56b_11e5_88f7_a45e60bd97fbrow8_col3\" class=\"data row8 col3\">\n",
-       "                    1.42898\n",
-       "                \n",
-       "                <td id=\"T_a4f2d070_c56b_11e5_88f7_a45e60bd97fbrow8_col4\" class=\"data row8 col4\">\n",
-       "                    -2.08935\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4f2d070_c56b_11e5_88f7_a45e60bd97fb\" class=\"row_heading level4 row9\">\n",
-       "                    9\n",
-       "                \n",
-       "                <td id=\"T_a4f2d070_c56b_11e5_88f7_a45e60bd97fbrow9_col0\" class=\"data row9 col0\">\n",
-       "                    10\n",
-       "                \n",
-       "                <td id=\"T_a4f2d070_c56b_11e5_88f7_a45e60bd97fbrow9_col1\" class=\"data row9 col1\">\n",
-       "                    -0.12982\n",
-       "                \n",
-       "                <td id=\"T_a4f2d070_c56b_11e5_88f7_a45e60bd97fbrow9_col2\" class=\"data row9 col2\">\n",
-       "                    0.631523\n",
-       "                \n",
-       "                <td id=\"T_a4f2d070_c56b_11e5_88f7_a45e60bd97fbrow9_col3\" class=\"data row9 col3\">\n",
-       "                    -0.586538\n",
-       "                \n",
-       "                <td id=\"T_a4f2d070_c56b_11e5_88f7_a45e60bd97fbrow9_col4\" class=\"data row9 col4\">\n",
-       "                    0.29072\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </tbody>\n",
-       "        </table>\n",
-       "        "
-      ],
-      "text/plain": [
-       "<pandas.core.style.Styler at 0x111e0add8>"
-      ]
-     },
-     "execution_count": 28,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "df.style.set_caption('Colormaps, with a caption.')\\\n",
     "    .background_gradient(cmap=cm)"
@@ -10931,315 +750,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": null,
    "metadata": {
     "collapsed": false
    },
-   "outputs": [
-    {
-     "data": {
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-       "            #T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fb tr:hover {\n",
-       "            \n",
-       "                background-color: #ffff99;\n",
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-       "                \n",
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-       "            \n",
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-       "                \n",
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-       "                \n",
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-       "                \n",
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-       "                \n",
-       "                <td id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fbrow2_col4\" class=\"data row2 col4\">\n",
-       "                    1.88927\n",
-       "                \n",
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-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fb\" class=\"row_heading level4 row3\">\n",
-       "                    3\n",
-       "                \n",
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-       "                    4\n",
-       "                \n",
-       "                <td id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fbrow3_col1\" class=\"data row3 col1\">\n",
-       "                    0.961538\n",
-       "                \n",
-       "                <td id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fbrow3_col2\" class=\"data row3 col2\">\n",
-       "                    0.104011\n",
-       "                \n",
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-       "                \n",
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-       "                \n",
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-       "            \n",
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-       "                    4\n",
-       "                \n",
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-       "                \n",
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-       "                    1.45342\n",
-       "                \n",
-       "                <td id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fbrow4_col2\" class=\"data row4 col2\">\n",
-       "                    1.05774\n",
-       "                \n",
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-       "                    0.165562\n",
-       "                \n",
-       "                <td id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fbrow4_col4\" class=\"data row4 col4\">\n",
-       "                    0.515018\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
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-       "                    5\n",
-       "                \n",
-       "                <td id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fbrow5_col0\" class=\"data row5 col0\">\n",
-       "                    6\n",
-       "                \n",
-       "                <td id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fbrow5_col1\" class=\"data row5 col1\">\n",
-       "                    -1.33694\n",
-       "                \n",
-       "                <td id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fbrow5_col2\" class=\"data row5 col2\">\n",
-       "                    0.562861\n",
-       "                \n",
-       "                <td id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fbrow5_col3\" class=\"data row5 col3\">\n",
-       "                    1.39285\n",
-       "                \n",
-       "                <td id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fbrow5_col4\" class=\"data row5 col4\">\n",
-       "                    -0.063328\n",
-       "                \n",
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-       "            \n",
-       "            <tr>\n",
-       "                \n",
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-       "                    6\n",
-       "                \n",
-       "                <td id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fbrow6_col0\" class=\"data row6 col0\">\n",
-       "                    7\n",
-       "                \n",
-       "                <td id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fbrow6_col1\" class=\"data row6 col1\">\n",
-       "                    0.121668\n",
-       "                \n",
-       "                <td id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fbrow6_col2\" class=\"data row6 col2\">\n",
-       "                    1.2076\n",
-       "                \n",
-       "                <td id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fbrow6_col3\" class=\"data row6 col3\">\n",
-       "                    -0.00204021\n",
-       "                \n",
-       "                <td id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fbrow6_col4\" class=\"data row6 col4\">\n",
-       "                    1.6278\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
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-       "                    7\n",
-       "                \n",
-       "                <td id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fbrow7_col0\" class=\"data row7 col0\">\n",
-       "                    8\n",
-       "                \n",
-       "                <td id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fbrow7_col1\" class=\"data row7 col1\">\n",
-       "                    0.354493\n",
-       "                \n",
-       "                <td id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fbrow7_col2\" class=\"data row7 col2\">\n",
-       "                    1.03753\n",
-       "                \n",
-       "                <td id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fbrow7_col3\" class=\"data row7 col3\">\n",
-       "                    -0.385684\n",
-       "                \n",
-       "                <td id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fbrow7_col4\" class=\"data row7 col4\">\n",
-       "                    0.519818\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fb\" class=\"row_heading level4 row8\">\n",
-       "                    8\n",
-       "                \n",
-       "                <td id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fbrow8_col0\" class=\"data row8 col0\">\n",
-       "                    9\n",
-       "                \n",
-       "                <td id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fbrow8_col1\" class=\"data row8 col1\">\n",
-       "                    1.68658\n",
-       "                \n",
-       "                <td id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fbrow8_col2\" class=\"data row8 col2\">\n",
-       "                    -1.32596\n",
-       "                \n",
-       "                <td id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fbrow8_col3\" class=\"data row8 col3\">\n",
-       "                    1.42898\n",
-       "                \n",
-       "                <td id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fbrow8_col4\" class=\"data row8 col4\">\n",
-       "                    -2.08935\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fb\" class=\"row_heading level4 row9\">\n",
-       "                    9\n",
-       "                \n",
-       "                <td id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fbrow9_col0\" class=\"data row9 col0\">\n",
-       "                    10\n",
-       "                \n",
-       "                <td id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fbrow9_col1\" class=\"data row9 col1\">\n",
-       "                    -0.12982\n",
-       "                \n",
-       "                <td id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fbrow9_col2\" class=\"data row9 col2\">\n",
-       "                    0.631523\n",
-       "                \n",
-       "                <td id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fbrow9_col3\" class=\"data row9 col3\">\n",
-       "                    -0.586538\n",
-       "                \n",
-       "                <td id=\"T_a4f780fe_c56b_11e5_9d9f_a45e60bd97fbrow9_col4\" class=\"data row9 col4\">\n",
-       "                    0.29072\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </tbody>\n",
-       "        </table>\n",
-       "        "
-      ],
-      "text/plain": [
-       "<pandas.core.style.Styler at 0x111e12f28>"
-      ]
-     },
-     "execution_count": 29,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "from IPython.display import HTML\n",
     "\n",
@@ -11312,592 +827,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": null,
    "metadata": {
     "collapsed": false
    },
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "        <style  type=\"text/css\" >\n",
-       "        \n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow0_col0 {\n",
-       "            \n",
-       "                background-color:  #557e79;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow0_col1 {\n",
-       "            \n",
-       "                background-color:  #779894;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow0_col2 {\n",
-       "            \n",
-       "                background-color:  #557e79;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow0_col3 {\n",
-       "            \n",
-       "                background-color:  #809f9b;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow0_col4 {\n",
-       "            \n",
-       "                background-color:  #aec2bf;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow1_col0 {\n",
-       "            \n",
-       "                background-color:  #799995;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow1_col1 {\n",
-       "            \n",
-       "                background-color:  #8ba7a3;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow1_col2 {\n",
-       "            \n",
-       "                background-color:  #557e79;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow1_col3 {\n",
-       "            \n",
-       "                background-color:  #dfe8e7;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow1_col4 {\n",
-       "            \n",
-       "                background-color:  #d7e2e0;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow2_col0 {\n",
-       "            \n",
-       "                background-color:  #9cb5b1;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow2_col1 {\n",
-       "            \n",
-       "                background-color:  #557e79;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow2_col2 {\n",
-       "            \n",
-       "                background-color:  #cedbd9;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow2_col3 {\n",
-       "            \n",
-       "                background-color:  #cedbd9;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow2_col4 {\n",
-       "            \n",
-       "                background-color:  #557e79;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow3_col0 {\n",
-       "            \n",
-       "                background-color:  #c1d1cf;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow3_col1 {\n",
-       "            \n",
-       "                background-color:  #9cb5b1;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow3_col2 {\n",
-       "            \n",
-       "                background-color:  #dce5e4;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow3_col3 {\n",
-       "            \n",
-       "                background-color:  #668b86;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow3_col4 {\n",
-       "            \n",
-       "                background-color:  #a9bebb;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow4_col0 {\n",
-       "            \n",
-       "                background-color:  #e5eceb;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow4_col1 {\n",
-       "            \n",
-       "                background-color:  #6c908b;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow4_col2 {\n",
-       "            \n",
-       "                background-color:  #678c87;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow4_col3 {\n",
-       "            \n",
-       "                background-color:  #cedbd9;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow4_col4 {\n",
-       "            \n",
-       "                background-color:  #c5d4d2;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow5_col0 {\n",
-       "            \n",
-       "                background-color:  #e5eceb;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow5_col1 {\n",
-       "            \n",
-       "                background-color:  #71948f;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow5_col2 {\n",
-       "            \n",
-       "                background-color:  #a4bbb8;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow5_col3 {\n",
-       "            \n",
-       "                background-color:  #5a827d;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow5_col4 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow6_col0 {\n",
-       "            \n",
-       "                background-color:  #c1d1cf;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow6_col1 {\n",
-       "            \n",
-       "                background-color:  #edf3f2;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow6_col2 {\n",
-       "            \n",
-       "                background-color:  #557e79;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow6_col3 {\n",
-       "            \n",
-       "                background-color:  #b3c6c4;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow6_col4 {\n",
-       "            \n",
-       "                background-color:  #698e89;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow7_col0 {\n",
-       "            \n",
-       "                background-color:  #9cb5b1;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow7_col1 {\n",
-       "            \n",
-       "                background-color:  #d7e2e0;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow7_col2 {\n",
-       "            \n",
-       "                background-color:  #698e89;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow7_col3 {\n",
-       "            \n",
-       "                background-color:  #759792;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow7_col4 {\n",
-       "            \n",
-       "                background-color:  #c5d4d2;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow8_col0 {\n",
-       "            \n",
-       "                background-color:  #799995;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow8_col1 {\n",
-       "            \n",
-       "                background-color:  #557e79;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow8_col2 {\n",
-       "            \n",
-       "                background-color:  #628882;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow8_col3 {\n",
-       "            \n",
-       "                background-color:  #557e79;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow8_col4 {\n",
-       "            \n",
-       "                background-color:  #557e79;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow9_col0 {\n",
-       "            \n",
-       "                background-color:  #557e79;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow9_col1 {\n",
-       "            \n",
-       "                background-color:  #e7eeed;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow9_col2 {\n",
-       "            \n",
-       "                background-color:  #9bb4b0;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow9_col3 {\n",
-       "            \n",
-       "                background-color:  #557e79;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow9_col4 {\n",
-       "            \n",
-       "                background-color:  #d7e2e0;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "        </style>\n",
-       "\n",
-       "        <table id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fb\" None>\n",
-       "        \n",
-       "\n",
-       "        <thead>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col0\">A\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col1\">B\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col2\">C\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col3\">D\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col4\">E\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th class=\"col_heading level2 col0\">None\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </thead>\n",
-       "        <tbody>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fb\" class=\"row_heading level0 row0\">\n",
-       "                    0\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow0_col0\" class=\"data row0 col0\">\n",
-       "                    1\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow0_col1\" class=\"data row0 col1\">\n",
-       "                    1.32921\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow0_col2\" class=\"data row0 col2\">\n",
-       "                    nan\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow0_col3\" class=\"data row0 col3\">\n",
-       "                    -0.31628\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow0_col4\" class=\"data row0 col4\">\n",
-       "                    -0.99081\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fb\" class=\"row_heading level4 row1\">\n",
-       "                    1\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow1_col0\" class=\"data row1 col0\">\n",
-       "                    2\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow1_col1\" class=\"data row1 col1\">\n",
-       "                    -1.07082\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow1_col2\" class=\"data row1 col2\">\n",
-       "                    -1.43871\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow1_col3\" class=\"data row1 col3\">\n",
-       "                    0.564417\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow1_col4\" class=\"data row1 col4\">\n",
-       "                    0.295722\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fb\" class=\"row_heading level4 row2\">\n",
-       "                    2\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow2_col0\" class=\"data row2 col0\">\n",
-       "                    3\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow2_col1\" class=\"data row2 col1\">\n",
-       "                    -1.6264\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow2_col2\" class=\"data row2 col2\">\n",
-       "                    0.219565\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow2_col3\" class=\"data row2 col3\">\n",
-       "                    0.678805\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow2_col4\" class=\"data row2 col4\">\n",
-       "                    1.88927\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fb\" class=\"row_heading level4 row3\">\n",
-       "                    3\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow3_col0\" class=\"data row3 col0\">\n",
-       "                    4\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow3_col1\" class=\"data row3 col1\">\n",
-       "                    0.961538\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow3_col2\" class=\"data row3 col2\">\n",
-       "                    0.104011\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow3_col3\" class=\"data row3 col3\">\n",
-       "                    -0.481165\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow3_col4\" class=\"data row3 col4\">\n",
-       "                    0.850229\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fb\" class=\"row_heading level4 row4\">\n",
-       "                    4\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow4_col0\" class=\"data row4 col0\">\n",
-       "                    5\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow4_col1\" class=\"data row4 col1\">\n",
-       "                    1.45342\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow4_col2\" class=\"data row4 col2\">\n",
-       "                    1.05774\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow4_col3\" class=\"data row4 col3\">\n",
-       "                    0.165562\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow4_col4\" class=\"data row4 col4\">\n",
-       "                    0.515018\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fb\" class=\"row_heading level4 row5\">\n",
-       "                    5\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow5_col0\" class=\"data row5 col0\">\n",
-       "                    6\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow5_col1\" class=\"data row5 col1\">\n",
-       "                    -1.33694\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow5_col2\" class=\"data row5 col2\">\n",
-       "                    0.562861\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow5_col3\" class=\"data row5 col3\">\n",
-       "                    1.39285\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow5_col4\" class=\"data row5 col4\">\n",
-       "                    -0.063328\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fb\" class=\"row_heading level4 row6\">\n",
-       "                    6\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow6_col0\" class=\"data row6 col0\">\n",
-       "                    7\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow6_col1\" class=\"data row6 col1\">\n",
-       "                    0.121668\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow6_col2\" class=\"data row6 col2\">\n",
-       "                    1.2076\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow6_col3\" class=\"data row6 col3\">\n",
-       "                    -0.00204021\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow6_col4\" class=\"data row6 col4\">\n",
-       "                    1.6278\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fb\" class=\"row_heading level4 row7\">\n",
-       "                    7\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow7_col0\" class=\"data row7 col0\">\n",
-       "                    8\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow7_col1\" class=\"data row7 col1\">\n",
-       "                    0.354493\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow7_col2\" class=\"data row7 col2\">\n",
-       "                    1.03753\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow7_col3\" class=\"data row7 col3\">\n",
-       "                    -0.385684\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow7_col4\" class=\"data row7 col4\">\n",
-       "                    0.519818\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fb\" class=\"row_heading level4 row8\">\n",
-       "                    8\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow8_col0\" class=\"data row8 col0\">\n",
-       "                    9\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow8_col1\" class=\"data row8 col1\">\n",
-       "                    1.68658\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow8_col2\" class=\"data row8 col2\">\n",
-       "                    -1.32596\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow8_col3\" class=\"data row8 col3\">\n",
-       "                    1.42898\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow8_col4\" class=\"data row8 col4\">\n",
-       "                    -2.08935\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fb\" class=\"row_heading level4 row9\">\n",
-       "                    9\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow9_col0\" class=\"data row9 col0\">\n",
-       "                    10\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow9_col1\" class=\"data row9 col1\">\n",
-       "                    -0.12982\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow9_col2\" class=\"data row9 col2\">\n",
-       "                    0.631523\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow9_col3\" class=\"data row9 col3\">\n",
-       "                    -0.586538\n",
-       "                \n",
-       "                <td id=\"T_a5057b46_c56b_11e5_b239_a45e60bd97fbrow9_col4\" class=\"data row9 col4\">\n",
-       "                    0.29072\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </tbody>\n",
-       "        </table>\n",
-       "        "
-      ],
-      "text/plain": [
-       "<pandas.core.style.Styler at 0x111dc08d0>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "from IPython.html import widgets\n",
     "@widgets.interact\n",
@@ -11910,7 +844,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": null,
    "metadata": {
     "collapsed": false
    },
@@ -11931,6821 +865,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": null,
    "metadata": {
     "collapsed": false
    },
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "        <style  type=\"text/css\" >\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fb th {\n",
-       "            \n",
-       "                font-size: 4pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fb td {\n",
-       "            \n",
-       "                padding: 0em 0em;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fb th:hover {\n",
-       "            \n",
-       "                font-size: 12pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fb tr:hover td:hover {\n",
-       "            \n",
-       "                max-width: 200px;\n",
-       "            \n",
-       "                font-size: 12pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col0 {\n",
-       "            \n",
-       "                background-color:  #ecf2f8;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col1 {\n",
-       "            \n",
-       "                background-color:  #b8cce5;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col2 {\n",
-       "            \n",
-       "                background-color:  #efb1be;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col3 {\n",
-       "            \n",
-       "                background-color:  #f3c2cc;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col4 {\n",
-       "            \n",
-       "                background-color:  #eeaab7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col5 {\n",
-       "            \n",
-       "                background-color:  #f8dce2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col6 {\n",
-       "            \n",
-       "                background-color:  #f2c1cb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col7 {\n",
-       "            \n",
-       "                background-color:  #83a6d2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col8 {\n",
-       "            \n",
-       "                background-color:  #de5f79;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col9 {\n",
-       "            \n",
-       "                background-color:  #c3d4e9;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col10 {\n",
-       "            \n",
-       "                background-color:  #eeacba;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col11 {\n",
-       "            \n",
-       "                background-color:  #f7dae0;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col12 {\n",
-       "            \n",
-       "                background-color:  #6f98ca;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col13 {\n",
-       "            \n",
-       "                background-color:  #e890a1;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col14 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col15 {\n",
-       "            \n",
-       "                background-color:  #ea96a7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col16 {\n",
-       "            \n",
-       "                background-color:  #adc4e1;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col17 {\n",
-       "            \n",
-       "                background-color:  #eca3b1;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col18 {\n",
-       "            \n",
-       "                background-color:  #b7cbe5;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col19 {\n",
-       "            \n",
-       "                background-color:  #f5ced6;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col20 {\n",
-       "            \n",
-       "                background-color:  #6590c7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col21 {\n",
-       "            \n",
-       "                background-color:  #d73c5b;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col22 {\n",
-       "            \n",
-       "                background-color:  #4479bb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col23 {\n",
-       "            \n",
-       "                background-color:  #cfddee;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col24 {\n",
-       "            \n",
-       "                background-color:  #e58094;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col0 {\n",
-       "            \n",
-       "                background-color:  #e4798e;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col1 {\n",
-       "            \n",
-       "                background-color:  #aec5e1;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col2 {\n",
-       "            \n",
-       "                background-color:  #eb9ead;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col3 {\n",
-       "            \n",
-       "                background-color:  #ec9faf;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col4 {\n",
-       "            \n",
-       "                background-color:  #cbdaec;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col5 {\n",
-       "            \n",
-       "                background-color:  #f9e0e5;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col6 {\n",
-       "            \n",
-       "                background-color:  #db4f6b;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col7 {\n",
-       "            \n",
-       "                background-color:  #4479bb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col8 {\n",
-       "            \n",
-       "                background-color:  #e57f93;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col9 {\n",
-       "            \n",
-       "                background-color:  #bdd0e7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col10 {\n",
-       "            \n",
-       "                background-color:  #f3c2cc;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col11 {\n",
-       "            \n",
-       "                background-color:  #f8dfe4;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col12 {\n",
-       "            \n",
-       "                background-color:  #b0c6e2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col13 {\n",
-       "            \n",
-       "                background-color:  #ec9faf;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col14 {\n",
-       "            \n",
-       "                background-color:  #e27389;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col15 {\n",
-       "            \n",
-       "                background-color:  #eb9dac;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col16 {\n",
-       "            \n",
-       "                background-color:  #f1b8c3;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col17 {\n",
-       "            \n",
-       "                background-color:  #efb1be;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col18 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col19 {\n",
-       "            \n",
-       "                background-color:  #f8dce2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col20 {\n",
-       "            \n",
-       "                background-color:  #a0bbdc;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col21 {\n",
-       "            \n",
-       "                background-color:  #d73c5b;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col22 {\n",
-       "            \n",
-       "                background-color:  #86a8d3;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col23 {\n",
-       "            \n",
-       "                background-color:  #d9e4f1;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col24 {\n",
-       "            \n",
-       "                background-color:  #ecf2f8;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col0 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col1 {\n",
-       "            \n",
-       "                background-color:  #5887c2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col2 {\n",
-       "            \n",
-       "                background-color:  #f2bfca;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col3 {\n",
-       "            \n",
-       "                background-color:  #c7d7eb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col4 {\n",
-       "            \n",
-       "                background-color:  #82a5d1;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col5 {\n",
-       "            \n",
-       "                background-color:  #ebf1f8;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col6 {\n",
-       "            \n",
-       "                background-color:  #e78a9d;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col7 {\n",
-       "            \n",
-       "                background-color:  #4479bb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col8 {\n",
-       "            \n",
-       "                background-color:  #f1bbc6;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col9 {\n",
-       "            \n",
-       "                background-color:  #779dcd;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col10 {\n",
-       "            \n",
-       "                background-color:  #d4e0ef;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col11 {\n",
-       "            \n",
-       "                background-color:  #e6edf6;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col12 {\n",
-       "            \n",
-       "                background-color:  #e0e9f4;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col13 {\n",
-       "            \n",
-       "                background-color:  #fbeaed;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col14 {\n",
-       "            \n",
-       "                background-color:  #e78a9d;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col15 {\n",
-       "            \n",
-       "                background-color:  #fae7eb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col16 {\n",
-       "            \n",
-       "                background-color:  #e6edf6;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col17 {\n",
-       "            \n",
-       "                background-color:  #e6edf6;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col18 {\n",
-       "            \n",
-       "                background-color:  #b9cde6;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col19 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col20 {\n",
-       "            \n",
-       "                background-color:  #a0bbdc;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col21 {\n",
-       "            \n",
-       "                background-color:  #d73c5b;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col22 {\n",
-       "            \n",
-       "                background-color:  #618ec5;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col23 {\n",
-       "            \n",
-       "                background-color:  #8faed6;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col24 {\n",
-       "            \n",
-       "                background-color:  #c3d4e9;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col0 {\n",
-       "            \n",
-       "                background-color:  #f6d5db;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col1 {\n",
-       "            \n",
-       "                background-color:  #5384c0;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col2 {\n",
-       "            \n",
-       "                background-color:  #f1bbc6;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col3 {\n",
-       "            \n",
-       "                background-color:  #c7d7eb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col4 {\n",
-       "            \n",
-       "                background-color:  #4479bb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col5 {\n",
-       "            \n",
-       "                background-color:  #e7eef6;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col6 {\n",
-       "            \n",
-       "                background-color:  #e58195;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col7 {\n",
-       "            \n",
-       "                background-color:  #4479bb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col8 {\n",
-       "            \n",
-       "                background-color:  #f2c1cb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col9 {\n",
-       "            \n",
-       "                background-color:  #b1c7e2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col10 {\n",
-       "            \n",
-       "                background-color:  #d4e0ef;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col11 {\n",
-       "            \n",
-       "                background-color:  #c1d3e8;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col12 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col13 {\n",
-       "            \n",
-       "                background-color:  #cedced;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col14 {\n",
-       "            \n",
-       "                background-color:  #e7899c;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col15 {\n",
-       "            \n",
-       "                background-color:  #eeacba;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col16 {\n",
-       "            \n",
-       "                background-color:  #e2eaf4;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col17 {\n",
-       "            \n",
-       "                background-color:  #f7d6dd;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col18 {\n",
-       "            \n",
-       "                background-color:  #a8c0df;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col19 {\n",
-       "            \n",
-       "                background-color:  #f5ccd4;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col20 {\n",
-       "            \n",
-       "                background-color:  #b7cbe5;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col21 {\n",
-       "            \n",
-       "                background-color:  #d73c5b;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col22 {\n",
-       "            \n",
-       "                background-color:  #739acc;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col23 {\n",
-       "            \n",
-       "                background-color:  #8dadd5;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col24 {\n",
-       "            \n",
-       "                background-color:  #cddbed;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col0 {\n",
-       "            \n",
-       "                background-color:  #ea9aaa;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col1 {\n",
-       "            \n",
-       "                background-color:  #5887c2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col2 {\n",
-       "            \n",
-       "                background-color:  #f4c9d2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col3 {\n",
-       "            \n",
-       "                background-color:  #f5ced6;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col4 {\n",
-       "            \n",
-       "                background-color:  #4479bb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col5 {\n",
-       "            \n",
-       "                background-color:  #fae4e9;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col6 {\n",
-       "            \n",
-       "                background-color:  #e78c9e;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col7 {\n",
-       "            \n",
-       "                background-color:  #5182bf;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col8 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col9 {\n",
-       "            \n",
-       "                background-color:  #c1d3e8;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col10 {\n",
-       "            \n",
-       "                background-color:  #e8eff7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col11 {\n",
-       "            \n",
-       "                background-color:  #c9d8eb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col12 {\n",
-       "            \n",
-       "                background-color:  #eaf0f7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col13 {\n",
-       "            \n",
-       "                background-color:  #f9e2e6;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col14 {\n",
-       "            \n",
-       "                background-color:  #e47c91;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col15 {\n",
-       "            \n",
-       "                background-color:  #eda8b6;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col16 {\n",
-       "            \n",
-       "                background-color:  #fae6ea;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col17 {\n",
-       "            \n",
-       "                background-color:  #f5ccd4;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col18 {\n",
-       "            \n",
-       "                background-color:  #b3c9e3;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col19 {\n",
-       "            \n",
-       "                background-color:  #f4cad3;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col20 {\n",
-       "            \n",
-       "                background-color:  #9fbadc;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col21 {\n",
-       "            \n",
-       "                background-color:  #d73c5b;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col22 {\n",
-       "            \n",
-       "                background-color:  #7da2cf;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col23 {\n",
-       "            \n",
-       "                background-color:  #95b3d8;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col24 {\n",
-       "            \n",
-       "                background-color:  #a2bcdd;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col0 {\n",
-       "            \n",
-       "                background-color:  #fbeaed;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col1 {\n",
-       "            \n",
-       "                background-color:  #6490c6;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col2 {\n",
-       "            \n",
-       "                background-color:  #f6d1d8;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col3 {\n",
-       "            \n",
-       "                background-color:  #f3c6cf;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col4 {\n",
-       "            \n",
-       "                background-color:  #4479bb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col5 {\n",
-       "            \n",
-       "                background-color:  #fae6ea;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col6 {\n",
-       "            \n",
-       "                background-color:  #e68598;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col7 {\n",
-       "            \n",
-       "                background-color:  #6d96ca;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col8 {\n",
-       "            \n",
-       "                background-color:  #f9e3e7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col9 {\n",
-       "            \n",
-       "                background-color:  #fae7eb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col10 {\n",
-       "            \n",
-       "                background-color:  #bdd0e7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col11 {\n",
-       "            \n",
-       "                background-color:  #e0e9f4;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col12 {\n",
-       "            \n",
-       "                background-color:  #f5ced6;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col13 {\n",
-       "            \n",
-       "                background-color:  #e6edf6;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col14 {\n",
-       "            \n",
-       "                background-color:  #e47a90;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col15 {\n",
-       "            \n",
-       "                background-color:  #fbeaed;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col16 {\n",
-       "            \n",
-       "                background-color:  #f3c5ce;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col17 {\n",
-       "            \n",
-       "                background-color:  #f7dae0;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col18 {\n",
-       "            \n",
-       "                background-color:  #cbdaec;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col19 {\n",
-       "            \n",
-       "                background-color:  #f6d2d9;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col20 {\n",
-       "            \n",
-       "                background-color:  #b5cae4;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col21 {\n",
-       "            \n",
-       "                background-color:  #d73c5b;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col22 {\n",
-       "            \n",
-       "                background-color:  #8faed6;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col23 {\n",
-       "            \n",
-       "                background-color:  #a3bddd;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col24 {\n",
-       "            \n",
-       "                background-color:  #7199cb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col0 {\n",
-       "            \n",
-       "                background-color:  #e6edf6;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col1 {\n",
-       "            \n",
-       "                background-color:  #4e80be;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col2 {\n",
-       "            \n",
-       "                background-color:  #f8dee3;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col3 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col4 {\n",
-       "            \n",
-       "                background-color:  #6a94c9;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col5 {\n",
-       "            \n",
-       "                background-color:  #fae4e9;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col6 {\n",
-       "            \n",
-       "                background-color:  #f3c2cc;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col7 {\n",
-       "            \n",
-       "                background-color:  #759ccd;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col8 {\n",
-       "            \n",
-       "                background-color:  #f2c1cb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col9 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col10 {\n",
-       "            \n",
-       "                background-color:  #cbdaec;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col11 {\n",
-       "            \n",
-       "                background-color:  #c5d5ea;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col12 {\n",
-       "            \n",
-       "                background-color:  #fae6ea;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col13 {\n",
-       "            \n",
-       "                background-color:  #c6d6ea;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col14 {\n",
-       "            \n",
-       "                background-color:  #eca3b1;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col15 {\n",
-       "            \n",
-       "                background-color:  #fae4e9;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col16 {\n",
-       "            \n",
-       "                background-color:  #eeacba;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col17 {\n",
-       "            \n",
-       "                background-color:  #f6d1d8;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col18 {\n",
-       "            \n",
-       "                background-color:  #d8e3f1;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col19 {\n",
-       "            \n",
-       "                background-color:  #eb9bab;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col20 {\n",
-       "            \n",
-       "                background-color:  #a3bddd;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col21 {\n",
-       "            \n",
-       "                background-color:  #d73c5b;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col22 {\n",
-       "            \n",
-       "                background-color:  #81a4d1;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col23 {\n",
-       "            \n",
-       "                background-color:  #95b3d8;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col24 {\n",
-       "            \n",
-       "                background-color:  #4479bb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col0 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col1 {\n",
-       "            \n",
-       "                background-color:  #759ccd;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col2 {\n",
-       "            \n",
-       "                background-color:  #f2bdc8;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col3 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col4 {\n",
-       "            \n",
-       "                background-color:  #5686c1;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col5 {\n",
-       "            \n",
-       "                background-color:  #f0b5c1;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col6 {\n",
-       "            \n",
-       "                background-color:  #f4c9d2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col7 {\n",
-       "            \n",
-       "                background-color:  #628fc6;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col8 {\n",
-       "            \n",
-       "                background-color:  #e68396;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col9 {\n",
-       "            \n",
-       "                background-color:  #eda7b5;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col10 {\n",
-       "            \n",
-       "                background-color:  #f5ccd4;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col11 {\n",
-       "            \n",
-       "                background-color:  #e8eff7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col12 {\n",
-       "            \n",
-       "                background-color:  #eaf0f7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col13 {\n",
-       "            \n",
-       "                background-color:  #ebf1f8;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col14 {\n",
-       "            \n",
-       "                background-color:  #de5c76;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col15 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col16 {\n",
-       "            \n",
-       "                background-color:  #dd5671;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col17 {\n",
-       "            \n",
-       "                background-color:  #e993a4;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col18 {\n",
-       "            \n",
-       "                background-color:  #dae5f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col19 {\n",
-       "            \n",
-       "                background-color:  #e991a3;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col20 {\n",
-       "            \n",
-       "                background-color:  #dce6f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col21 {\n",
-       "            \n",
-       "                background-color:  #d73c5b;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col22 {\n",
-       "            \n",
-       "                background-color:  #a0bbdc;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col23 {\n",
-       "            \n",
-       "                background-color:  #96b4d9;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col24 {\n",
-       "            \n",
-       "                background-color:  #4479bb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col0 {\n",
-       "            \n",
-       "                background-color:  #d3dfef;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col1 {\n",
-       "            \n",
-       "                background-color:  #487cbc;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col2 {\n",
-       "            \n",
-       "                background-color:  #ea9aaa;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col3 {\n",
-       "            \n",
-       "                background-color:  #fae7eb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col4 {\n",
-       "            \n",
-       "                background-color:  #4479bb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col5 {\n",
-       "            \n",
-       "                background-color:  #eb9ead;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col6 {\n",
-       "            \n",
-       "                background-color:  #f3c5ce;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col7 {\n",
-       "            \n",
-       "                background-color:  #4d7fbe;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col8 {\n",
-       "            \n",
-       "                background-color:  #e994a5;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col9 {\n",
-       "            \n",
-       "                background-color:  #f6d5db;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col10 {\n",
-       "            \n",
-       "                background-color:  #f5ccd4;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col11 {\n",
-       "            \n",
-       "                background-color:  #d5e1f0;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col12 {\n",
-       "            \n",
-       "                background-color:  #f0b4c0;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col13 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col14 {\n",
-       "            \n",
-       "                background-color:  #da4966;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col15 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col16 {\n",
-       "            \n",
-       "                background-color:  #d73c5b;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col17 {\n",
-       "            \n",
-       "                background-color:  #ea96a7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col18 {\n",
-       "            \n",
-       "                background-color:  #ecf2f8;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col19 {\n",
-       "            \n",
-       "                background-color:  #e3748a;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col20 {\n",
-       "            \n",
-       "                background-color:  #dde7f3;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col21 {\n",
-       "            \n",
-       "                background-color:  #dc516d;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col22 {\n",
-       "            \n",
-       "                background-color:  #91b0d7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col23 {\n",
-       "            \n",
-       "                background-color:  #a8c0df;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col24 {\n",
-       "            \n",
-       "                background-color:  #5c8ac4;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col0 {\n",
-       "            \n",
-       "                background-color:  #dce6f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col1 {\n",
-       "            \n",
-       "                background-color:  #6590c7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col2 {\n",
-       "            \n",
-       "                background-color:  #ea99a9;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col3 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col4 {\n",
-       "            \n",
-       "                background-color:  #4479bb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col5 {\n",
-       "            \n",
-       "                background-color:  #f3c5ce;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col6 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col7 {\n",
-       "            \n",
-       "                background-color:  #6a94c9;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col8 {\n",
-       "            \n",
-       "                background-color:  #f6d5db;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col9 {\n",
-       "            \n",
-       "                background-color:  #ebf1f8;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col10 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col11 {\n",
-       "            \n",
-       "                background-color:  #dfe8f3;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col12 {\n",
-       "            \n",
-       "                background-color:  #efb2bf;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col13 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col14 {\n",
-       "            \n",
-       "                background-color:  #e27389;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col15 {\n",
-       "            \n",
-       "                background-color:  #f3c5ce;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col16 {\n",
-       "            \n",
-       "                background-color:  #d73c5b;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col17 {\n",
-       "            \n",
-       "                background-color:  #ea9aaa;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col18 {\n",
-       "            \n",
-       "                background-color:  #dae5f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col19 {\n",
-       "            \n",
-       "                background-color:  #e993a4;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col20 {\n",
-       "            \n",
-       "                background-color:  #b9cde6;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col21 {\n",
-       "            \n",
-       "                background-color:  #de5f79;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col22 {\n",
-       "            \n",
-       "                background-color:  #b3c9e3;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col23 {\n",
-       "            \n",
-       "                background-color:  #9fbadc;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col24 {\n",
-       "            \n",
-       "                background-color:  #6f98ca;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col0 {\n",
-       "            \n",
-       "                background-color:  #c6d6ea;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col1 {\n",
-       "            \n",
-       "                background-color:  #6f98ca;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col2 {\n",
-       "            \n",
-       "                background-color:  #ea96a7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col3 {\n",
-       "            \n",
-       "                background-color:  #f7dae0;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col4 {\n",
-       "            \n",
-       "                background-color:  #4479bb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col5 {\n",
-       "            \n",
-       "                background-color:  #f0b7c2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col6 {\n",
-       "            \n",
-       "                background-color:  #fae4e9;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col7 {\n",
-       "            \n",
-       "                background-color:  #759ccd;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col8 {\n",
-       "            \n",
-       "                background-color:  #f2bdc8;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col9 {\n",
-       "            \n",
-       "                background-color:  #f9e2e6;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col10 {\n",
-       "            \n",
-       "                background-color:  #fae7eb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col11 {\n",
-       "            \n",
-       "                background-color:  #cbdaec;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col12 {\n",
-       "            \n",
-       "                background-color:  #efb1be;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col13 {\n",
-       "            \n",
-       "                background-color:  #eaf0f7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col14 {\n",
-       "            \n",
-       "                background-color:  #e0657d;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col15 {\n",
-       "            \n",
-       "                background-color:  #eca1b0;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col16 {\n",
-       "            \n",
-       "                background-color:  #d73c5b;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col17 {\n",
-       "            \n",
-       "                background-color:  #e27087;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col18 {\n",
-       "            \n",
-       "                background-color:  #f9e2e6;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col19 {\n",
-       "            \n",
-       "                background-color:  #e68699;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col20 {\n",
-       "            \n",
-       "                background-color:  #fae6ea;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col21 {\n",
-       "            \n",
-       "                background-color:  #d73c5b;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col22 {\n",
-       "            \n",
-       "                background-color:  #d1deee;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col23 {\n",
-       "            \n",
-       "                background-color:  #82a5d1;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col24 {\n",
-       "            \n",
-       "                background-color:  #7099cb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col0 {\n",
-       "            \n",
-       "                background-color:  #a9c1e0;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col1 {\n",
-       "            \n",
-       "                background-color:  #6892c8;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col2 {\n",
-       "            \n",
-       "                background-color:  #f7d6dd;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col3 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col4 {\n",
-       "            \n",
-       "                background-color:  #4479bb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col5 {\n",
-       "            \n",
-       "                background-color:  #e4ecf5;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col6 {\n",
-       "            \n",
-       "                background-color:  #d8e3f1;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col7 {\n",
-       "            \n",
-       "                background-color:  #477bbc;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col8 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col9 {\n",
-       "            \n",
-       "                background-color:  #e7eef6;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col10 {\n",
-       "            \n",
-       "                background-color:  #cbdaec;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col11 {\n",
-       "            \n",
-       "                background-color:  #a6bfde;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col12 {\n",
-       "            \n",
-       "                background-color:  #fae8ec;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col13 {\n",
-       "            \n",
-       "                background-color:  #a9c1e0;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col14 {\n",
-       "            \n",
-       "                background-color:  #e3748a;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col15 {\n",
-       "            \n",
-       "                background-color:  #ea99a9;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col16 {\n",
-       "            \n",
-       "                background-color:  #d73c5b;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col17 {\n",
-       "            \n",
-       "                background-color:  #f0b7c2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col18 {\n",
-       "            \n",
-       "                background-color:  #f6d5db;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col19 {\n",
-       "            \n",
-       "                background-color:  #eb9ead;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col20 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col21 {\n",
-       "            \n",
-       "                background-color:  #d8415f;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col22 {\n",
-       "            \n",
-       "                background-color:  #b5cae4;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col23 {\n",
-       "            \n",
-       "                background-color:  #5182bf;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col24 {\n",
-       "            \n",
-       "                background-color:  #457abb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col0 {\n",
-       "            \n",
-       "                background-color:  #92b1d7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col1 {\n",
-       "            \n",
-       "                background-color:  #7ba0cf;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col2 {\n",
-       "            \n",
-       "                background-color:  #f3c5ce;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col3 {\n",
-       "            \n",
-       "                background-color:  #f7d7de;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col4 {\n",
-       "            \n",
-       "                background-color:  #5485c1;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col5 {\n",
-       "            \n",
-       "                background-color:  #f5cfd7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col6 {\n",
-       "            \n",
-       "                background-color:  #d4e0ef;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col7 {\n",
-       "            \n",
-       "                background-color:  #4479bb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col8 {\n",
-       "            \n",
-       "                background-color:  #f4cad3;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col9 {\n",
-       "            \n",
-       "                background-color:  #dfe8f3;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col10 {\n",
-       "            \n",
-       "                background-color:  #b0c6e2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col11 {\n",
-       "            \n",
-       "                background-color:  #9fbadc;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col12 {\n",
-       "            \n",
-       "                background-color:  #fae8ec;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col13 {\n",
-       "            \n",
-       "                background-color:  #cad9ec;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col14 {\n",
-       "            \n",
-       "                background-color:  #e991a3;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col15 {\n",
-       "            \n",
-       "                background-color:  #eca3b1;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col16 {\n",
-       "            \n",
-       "                background-color:  #de5c76;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col17 {\n",
-       "            \n",
-       "                background-color:  #f4cad3;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col18 {\n",
-       "            \n",
-       "                background-color:  #f7dae0;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col19 {\n",
-       "            \n",
-       "                background-color:  #eb9dac;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col20 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col21 {\n",
-       "            \n",
-       "                background-color:  #d73c5b;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col22 {\n",
-       "            \n",
-       "                background-color:  #acc3e1;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col23 {\n",
-       "            \n",
-       "                background-color:  #497dbd;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col24 {\n",
-       "            \n",
-       "                background-color:  #5c8ac4;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col0 {\n",
-       "            \n",
-       "                background-color:  #bccfe7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col1 {\n",
-       "            \n",
-       "                background-color:  #8faed6;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col2 {\n",
-       "            \n",
-       "                background-color:  #eda6b4;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col3 {\n",
-       "            \n",
-       "                background-color:  #f5ced6;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col4 {\n",
-       "            \n",
-       "                background-color:  #5c8ac4;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col5 {\n",
-       "            \n",
-       "                background-color:  #efb2bf;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col6 {\n",
-       "            \n",
-       "                background-color:  #f4cad3;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col7 {\n",
-       "            \n",
-       "                background-color:  #4479bb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col8 {\n",
-       "            \n",
-       "                background-color:  #f3c2cc;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col9 {\n",
-       "            \n",
-       "                background-color:  #fae8ec;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col10 {\n",
-       "            \n",
-       "                background-color:  #dde7f3;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col11 {\n",
-       "            \n",
-       "                background-color:  #bbcee6;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col12 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col13 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col14 {\n",
-       "            \n",
-       "                background-color:  #e78a9d;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col15 {\n",
-       "            \n",
-       "                background-color:  #eda7b5;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col16 {\n",
-       "            \n",
-       "                background-color:  #dc546f;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col17 {\n",
-       "            \n",
-       "                background-color:  #eca3b1;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col18 {\n",
-       "            \n",
-       "                background-color:  #e6edf6;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col19 {\n",
-       "            \n",
-       "                background-color:  #eeaab7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col20 {\n",
-       "            \n",
-       "                background-color:  #f9e3e7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col21 {\n",
-       "            \n",
-       "                background-color:  #d73c5b;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col22 {\n",
-       "            \n",
-       "                background-color:  #b8cce5;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col23 {\n",
-       "            \n",
-       "                background-color:  #7099cb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col24 {\n",
-       "            \n",
-       "                background-color:  #5e8bc4;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col0 {\n",
-       "            \n",
-       "                background-color:  #91b0d7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col1 {\n",
-       "            \n",
-       "                background-color:  #86a8d3;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col2 {\n",
-       "            \n",
-       "                background-color:  #efb2bf;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col3 {\n",
-       "            \n",
-       "                background-color:  #f9e3e7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col4 {\n",
-       "            \n",
-       "                background-color:  #5e8bc4;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col5 {\n",
-       "            \n",
-       "                background-color:  #f2bfca;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col6 {\n",
-       "            \n",
-       "                background-color:  #fae6ea;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col7 {\n",
-       "            \n",
-       "                background-color:  #6b95c9;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col8 {\n",
-       "            \n",
-       "                background-color:  #f3c6cf;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col9 {\n",
-       "            \n",
-       "                background-color:  #e8eff7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col10 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col11 {\n",
-       "            \n",
-       "                background-color:  #bdd0e7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col12 {\n",
-       "            \n",
-       "                background-color:  #95b3d8;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col13 {\n",
-       "            \n",
-       "                background-color:  #dae5f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col14 {\n",
-       "            \n",
-       "                background-color:  #eeabb8;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col15 {\n",
-       "            \n",
-       "                background-color:  #eeacba;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col16 {\n",
-       "            \n",
-       "                background-color:  #e3748a;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col17 {\n",
-       "            \n",
-       "                background-color:  #eca4b3;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col18 {\n",
-       "            \n",
-       "                background-color:  #f7d6dd;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col19 {\n",
-       "            \n",
-       "                background-color:  #f6d2d9;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col20 {\n",
-       "            \n",
-       "                background-color:  #f9e3e7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col21 {\n",
-       "            \n",
-       "                background-color:  #d73c5b;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col22 {\n",
-       "            \n",
-       "                background-color:  #9bb7da;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col23 {\n",
-       "            \n",
-       "                background-color:  #618ec5;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col24 {\n",
-       "            \n",
-       "                background-color:  #4479bb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col0 {\n",
-       "            \n",
-       "                background-color:  #5787c2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col1 {\n",
-       "            \n",
-       "                background-color:  #5e8bc4;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col2 {\n",
-       "            \n",
-       "                background-color:  #f5cfd7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col3 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col4 {\n",
-       "            \n",
-       "                background-color:  #5384c0;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col5 {\n",
-       "            \n",
-       "                background-color:  #f8dee3;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col6 {\n",
-       "            \n",
-       "                background-color:  #dce6f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col7 {\n",
-       "            \n",
-       "                background-color:  #5787c2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col8 {\n",
-       "            \n",
-       "                background-color:  #f9e3e7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col9 {\n",
-       "            \n",
-       "                background-color:  #cedced;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col10 {\n",
-       "            \n",
-       "                background-color:  #dde7f3;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col11 {\n",
-       "            \n",
-       "                background-color:  #9cb8db;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col12 {\n",
-       "            \n",
-       "                background-color:  #749bcc;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col13 {\n",
-       "            \n",
-       "                background-color:  #b2c8e3;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col14 {\n",
-       "            \n",
-       "                background-color:  #f8dfe4;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col15 {\n",
-       "            \n",
-       "                background-color:  #f4c9d2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col16 {\n",
-       "            \n",
-       "                background-color:  #eeabb8;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col17 {\n",
-       "            \n",
-       "                background-color:  #f3c6cf;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col18 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col19 {\n",
-       "            \n",
-       "                background-color:  #e2eaf4;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col20 {\n",
-       "            \n",
-       "                background-color:  #dfe8f3;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col21 {\n",
-       "            \n",
-       "                background-color:  #d73c5b;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col22 {\n",
-       "            \n",
-       "                background-color:  #94b2d8;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col23 {\n",
-       "            \n",
-       "                background-color:  #4479bb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col24 {\n",
-       "            \n",
-       "                background-color:  #5384c0;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col0 {\n",
-       "            \n",
-       "                background-color:  #6993c8;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col1 {\n",
-       "            \n",
-       "                background-color:  #6590c7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col2 {\n",
-       "            \n",
-       "                background-color:  #e2eaf4;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col3 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col4 {\n",
-       "            \n",
-       "                background-color:  #457abb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col5 {\n",
-       "            \n",
-       "                background-color:  #e3ebf5;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col6 {\n",
-       "            \n",
-       "                background-color:  #bdd0e7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col7 {\n",
-       "            \n",
-       "                background-color:  #5384c0;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col8 {\n",
-       "            \n",
-       "                background-color:  #f7d7de;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col9 {\n",
-       "            \n",
-       "                background-color:  #96b4d9;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col10 {\n",
-       "            \n",
-       "                background-color:  #b0c6e2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col11 {\n",
-       "            \n",
-       "                background-color:  #b2c8e3;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col12 {\n",
-       "            \n",
-       "                background-color:  #4a7ebd;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col13 {\n",
-       "            \n",
-       "                background-color:  #92b1d7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col14 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col15 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col16 {\n",
-       "            \n",
-       "                background-color:  #f4cad3;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col17 {\n",
-       "            \n",
-       "                background-color:  #ebf1f8;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col18 {\n",
-       "            \n",
-       "                background-color:  #dce6f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col19 {\n",
-       "            \n",
-       "                background-color:  #c9d8eb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col20 {\n",
-       "            \n",
-       "                background-color:  #bfd1e8;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col21 {\n",
-       "            \n",
-       "                background-color:  #d73c5b;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col22 {\n",
-       "            \n",
-       "                background-color:  #8faed6;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col23 {\n",
-       "            \n",
-       "                background-color:  #4479bb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col24 {\n",
-       "            \n",
-       "                background-color:  #5a88c3;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col0 {\n",
-       "            \n",
-       "                background-color:  #628fc6;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col1 {\n",
-       "            \n",
-       "                background-color:  #749bcc;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col2 {\n",
-       "            \n",
-       "                background-color:  #f9e2e6;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col3 {\n",
-       "            \n",
-       "                background-color:  #f8dee3;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col4 {\n",
-       "            \n",
-       "                background-color:  #5182bf;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col5 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col6 {\n",
-       "            \n",
-       "                background-color:  #d4e0ef;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col7 {\n",
-       "            \n",
-       "                background-color:  #5182bf;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col8 {\n",
-       "            \n",
-       "                background-color:  #f4cad3;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col9 {\n",
-       "            \n",
-       "                background-color:  #85a7d2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col10 {\n",
-       "            \n",
-       "                background-color:  #cbdaec;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col11 {\n",
-       "            \n",
-       "                background-color:  #bccfe7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col12 {\n",
-       "            \n",
-       "                background-color:  #5f8cc5;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col13 {\n",
-       "            \n",
-       "                background-color:  #a2bcdd;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col14 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col15 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col16 {\n",
-       "            \n",
-       "                background-color:  #f3c6cf;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col17 {\n",
-       "            \n",
-       "                background-color:  #fae7eb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col18 {\n",
-       "            \n",
-       "                background-color:  #fbeaed;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col19 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col20 {\n",
-       "            \n",
-       "                background-color:  #b7cbe5;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col21 {\n",
-       "            \n",
-       "                background-color:  #d73c5b;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col22 {\n",
-       "            \n",
-       "                background-color:  #86a8d3;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col23 {\n",
-       "            \n",
-       "                background-color:  #4479bb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col24 {\n",
-       "            \n",
-       "                background-color:  #739acc;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col0 {\n",
-       "            \n",
-       "                background-color:  #6a94c9;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col1 {\n",
-       "            \n",
-       "                background-color:  #6d96ca;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col2 {\n",
-       "            \n",
-       "                background-color:  #f4c9d2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col3 {\n",
-       "            \n",
-       "                background-color:  #eeaebb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col4 {\n",
-       "            \n",
-       "                background-color:  #5384c0;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col5 {\n",
-       "            \n",
-       "                background-color:  #f2bfca;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col6 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col7 {\n",
-       "            \n",
-       "                background-color:  #4479bb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col8 {\n",
-       "            \n",
-       "                background-color:  #ec9faf;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col9 {\n",
-       "            \n",
-       "                background-color:  #c6d6ea;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col10 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col11 {\n",
-       "            \n",
-       "                background-color:  #dae5f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col12 {\n",
-       "            \n",
-       "                background-color:  #4c7ebd;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col13 {\n",
-       "            \n",
-       "                background-color:  #d1deee;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col14 {\n",
-       "            \n",
-       "                background-color:  #fae6ea;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col15 {\n",
-       "            \n",
-       "                background-color:  #f7d9df;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col16 {\n",
-       "            \n",
-       "                background-color:  #eeacba;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col17 {\n",
-       "            \n",
-       "                background-color:  #f6d1d8;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col18 {\n",
-       "            \n",
-       "                background-color:  #f6d2d9;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col19 {\n",
-       "            \n",
-       "                background-color:  #f4c9d2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col20 {\n",
-       "            \n",
-       "                background-color:  #bccfe7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col21 {\n",
-       "            \n",
-       "                background-color:  #d73c5b;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col22 {\n",
-       "            \n",
-       "                background-color:  #9eb9db;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col23 {\n",
-       "            \n",
-       "                background-color:  #5485c1;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col24 {\n",
-       "            \n",
-       "                background-color:  #8babd4;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col0 {\n",
-       "            \n",
-       "                background-color:  #86a8d3;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col1 {\n",
-       "            \n",
-       "                background-color:  #5b89c3;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col2 {\n",
-       "            \n",
-       "                background-color:  #f2bfca;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col3 {\n",
-       "            \n",
-       "                background-color:  #f2bfca;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col4 {\n",
-       "            \n",
-       "                background-color:  #497dbd;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col5 {\n",
-       "            \n",
-       "                background-color:  #f2bfca;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col6 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col7 {\n",
-       "            \n",
-       "                background-color:  #5686c1;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col8 {\n",
-       "            \n",
-       "                background-color:  #eda8b6;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col9 {\n",
-       "            \n",
-       "                background-color:  #d9e4f1;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col10 {\n",
-       "            \n",
-       "                background-color:  #d5e1f0;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col11 {\n",
-       "            \n",
-       "                background-color:  #bfd1e8;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col12 {\n",
-       "            \n",
-       "                background-color:  #5787c2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col13 {\n",
-       "            \n",
-       "                background-color:  #fbeaed;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col14 {\n",
-       "            \n",
-       "                background-color:  #f8dee3;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col15 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col16 {\n",
-       "            \n",
-       "                background-color:  #eeaab7;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col17 {\n",
-       "            \n",
-       "                background-color:  #f6d1d8;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col18 {\n",
-       "            \n",
-       "                background-color:  #f7d7de;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col19 {\n",
-       "            \n",
-       "                background-color:  #f2f2f2;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col20 {\n",
-       "            \n",
-       "                background-color:  #b5cae4;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col21 {\n",
-       "            \n",
-       "                background-color:  #d73c5b;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col22 {\n",
-       "            \n",
-       "                background-color:  #9eb9db;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col23 {\n",
-       "            \n",
-       "                background-color:  #4479bb;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "            #T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col24 {\n",
-       "            \n",
-       "                background-color:  #89aad4;\n",
-       "            \n",
-       "                max-width:  80px;\n",
-       "            \n",
-       "                font-size:  1pt;\n",
-       "            \n",
-       "            }\n",
-       "        \n",
-       "        </style>\n",
-       "\n",
-       "        <table id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fb\" None>\n",
-       "        \n",
-       "            <caption>Hover to magify</caption>\n",
-       "        \n",
-       "\n",
-       "        <thead>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col0\">0\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col1\">1\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col2\">2\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col3\">3\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col4\">4\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col5\">5\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col6\">6\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col7\">7\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col8\">8\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col9\">9\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col10\">10\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col11\">11\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col12\">12\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col13\">13\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col14\">14\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col15\">15\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col16\">16\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col17\">17\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col18\">18\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col19\">19\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col20\">20\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col21\">21\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col22\">22\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col23\">23\n",
-       "                \n",
-       "                <th class=\"col_heading level0 col24\">24\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th class=\"col_heading level2 col0\">None\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "                <th class=\"blank\">\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </thead>\n",
-       "        <tbody>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fb\" class=\"row_heading level0 row0\">\n",
-       "                    0\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col0\" class=\"data row0 col0\">\n",
-       "                    0.23\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col1\" class=\"data row0 col1\">\n",
-       "                    1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col2\" class=\"data row0 col2\">\n",
-       "                    -0.84\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col3\" class=\"data row0 col3\">\n",
-       "                    -0.59\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col4\" class=\"data row0 col4\">\n",
-       "                    -0.96\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col5\" class=\"data row0 col5\">\n",
-       "                    -0.22\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col6\" class=\"data row0 col6\">\n",
-       "                    -0.62\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col7\" class=\"data row0 col7\">\n",
-       "                    1.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col8\" class=\"data row0 col8\">\n",
-       "                    -2.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col9\" class=\"data row0 col9\">\n",
-       "                    0.87\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col10\" class=\"data row0 col10\">\n",
-       "                    -0.92\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col11\" class=\"data row0 col11\">\n",
-       "                    -0.23\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col12\" class=\"data row0 col12\">\n",
-       "                    2.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col13\" class=\"data row0 col13\">\n",
-       "                    -1.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col14\" class=\"data row0 col14\">\n",
-       "                    0.076\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col15\" class=\"data row0 col15\">\n",
-       "                    -1.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col16\" class=\"data row0 col16\">\n",
-       "                    1.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col17\" class=\"data row0 col17\">\n",
-       "                    -1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col18\" class=\"data row0 col18\">\n",
-       "                    1.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col19\" class=\"data row0 col19\">\n",
-       "                    -0.42\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col20\" class=\"data row0 col20\">\n",
-       "                    2.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col21\" class=\"data row0 col21\">\n",
-       "                    -2.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col22\" class=\"data row0 col22\">\n",
-       "                    2.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col23\" class=\"data row0 col23\">\n",
-       "                    0.68\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow0_col24\" class=\"data row0 col24\">\n",
-       "                    -1.6\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fb\" class=\"row_heading level24 row1\">\n",
-       "                    1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col0\" class=\"data row1 col0\">\n",
-       "                    -1.7\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col1\" class=\"data row1 col1\">\n",
-       "                    1.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col2\" class=\"data row1 col2\">\n",
-       "                    -1.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col3\" class=\"data row1 col3\">\n",
-       "                    -1.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col4\" class=\"data row1 col4\">\n",
-       "                    1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col5\" class=\"data row1 col5\">\n",
-       "                    0.0037\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col6\" class=\"data row1 col6\">\n",
-       "                    -2.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col7\" class=\"data row1 col7\">\n",
-       "                    3.4\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col8\" class=\"data row1 col8\">\n",
-       "                    -1.7\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col9\" class=\"data row1 col9\">\n",
-       "                    1.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col10\" class=\"data row1 col10\">\n",
-       "                    -0.52\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col11\" class=\"data row1 col11\">\n",
-       "                    -0.015\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col12\" class=\"data row1 col12\">\n",
-       "                    1.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col13\" class=\"data row1 col13\">\n",
-       "                    -1.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col14\" class=\"data row1 col14\">\n",
-       "                    -1.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col15\" class=\"data row1 col15\">\n",
-       "                    -1.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col16\" class=\"data row1 col16\">\n",
-       "                    -0.68\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col17\" class=\"data row1 col17\">\n",
-       "                    -0.81\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col18\" class=\"data row1 col18\">\n",
-       "                    0.35\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col19\" class=\"data row1 col19\">\n",
-       "                    -0.055\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col20\" class=\"data row1 col20\">\n",
-       "                    1.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col21\" class=\"data row1 col21\">\n",
-       "                    -2.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col22\" class=\"data row1 col22\">\n",
-       "                    2.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col23\" class=\"data row1 col23\">\n",
-       "                    0.78\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow1_col24\" class=\"data row1 col24\">\n",
-       "                    0.44\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fb\" class=\"row_heading level24 row2\">\n",
-       "                    2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col0\" class=\"data row2 col0\">\n",
-       "                    -0.65\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col1\" class=\"data row2 col1\">\n",
-       "                    3.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col2\" class=\"data row2 col2\">\n",
-       "                    -1.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col3\" class=\"data row2 col3\">\n",
-       "                    0.52\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col4\" class=\"data row2 col4\">\n",
-       "                    2.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col5\" class=\"data row2 col5\">\n",
-       "                    -0.37\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col6\" class=\"data row2 col6\">\n",
-       "                    -3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col7\" class=\"data row2 col7\">\n",
-       "                    3.7\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col8\" class=\"data row2 col8\">\n",
-       "                    -1.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col9\" class=\"data row2 col9\">\n",
-       "                    2.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col10\" class=\"data row2 col10\">\n",
-       "                    0.21\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col11\" class=\"data row2 col11\">\n",
-       "                    -0.24\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col12\" class=\"data row2 col12\">\n",
-       "                    -0.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col13\" class=\"data row2 col13\">\n",
-       "                    -0.78\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col14\" class=\"data row2 col14\">\n",
-       "                    -3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col15\" class=\"data row2 col15\">\n",
-       "                    -0.82\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col16\" class=\"data row2 col16\">\n",
-       "                    -0.21\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col17\" class=\"data row2 col17\">\n",
-       "                    -0.23\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col18\" class=\"data row2 col18\">\n",
-       "                    0.86\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col19\" class=\"data row2 col19\">\n",
-       "                    -0.68\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col20\" class=\"data row2 col20\">\n",
-       "                    1.4\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col21\" class=\"data row2 col21\">\n",
-       "                    -4.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col22\" class=\"data row2 col22\">\n",
-       "                    3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col23\" class=\"data row2 col23\">\n",
-       "                    1.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow2_col24\" class=\"data row2 col24\">\n",
-       "                    0.61\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fb\" class=\"row_heading level24 row3\">\n",
-       "                    3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col0\" class=\"data row3 col0\">\n",
-       "                    -1.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col1\" class=\"data row3 col1\">\n",
-       "                    3.7\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col2\" class=\"data row3 col2\">\n",
-       "                    -2.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col3\" class=\"data row3 col3\">\n",
-       "                    0.43\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col4\" class=\"data row3 col4\">\n",
-       "                    4.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col5\" class=\"data row3 col5\">\n",
-       "                    -0.43\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col6\" class=\"data row3 col6\">\n",
-       "                    -3.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col7\" class=\"data row3 col7\">\n",
-       "                    4.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col8\" class=\"data row3 col8\">\n",
-       "                    -2.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col9\" class=\"data row3 col9\">\n",
-       "                    1.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col10\" class=\"data row3 col10\">\n",
-       "                    0.12\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col11\" class=\"data row3 col11\">\n",
-       "                    0.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col12\" class=\"data row3 col12\">\n",
-       "                    -0.89\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col13\" class=\"data row3 col13\">\n",
-       "                    0.27\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col14\" class=\"data row3 col14\">\n",
-       "                    -3.7\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col15\" class=\"data row3 col15\">\n",
-       "                    -2.7\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col16\" class=\"data row3 col16\">\n",
-       "                    -0.31\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col17\" class=\"data row3 col17\">\n",
-       "                    -1.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col18\" class=\"data row3 col18\">\n",
-       "                    1.4\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col19\" class=\"data row3 col19\">\n",
-       "                    -1.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col20\" class=\"data row3 col20\">\n",
-       "                    0.91\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col21\" class=\"data row3 col21\">\n",
-       "                    -5.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col22\" class=\"data row3 col22\">\n",
-       "                    2.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col23\" class=\"data row3 col23\">\n",
-       "                    2.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow3_col24\" class=\"data row3 col24\">\n",
-       "                    0.28\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fb\" class=\"row_heading level24 row4\">\n",
-       "                    4\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col0\" class=\"data row4 col0\">\n",
-       "                    -3.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col1\" class=\"data row4 col1\">\n",
-       "                    4.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col2\" class=\"data row4 col2\">\n",
-       "                    -1.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col3\" class=\"data row4 col3\">\n",
-       "                    -1.7\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col4\" class=\"data row4 col4\">\n",
-       "                    5.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col5\" class=\"data row4 col5\">\n",
-       "                    -1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col6\" class=\"data row4 col6\">\n",
-       "                    -3.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col7\" class=\"data row4 col7\">\n",
-       "                    4.7\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col8\" class=\"data row4 col8\">\n",
-       "                    -0.72\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col9\" class=\"data row4 col9\">\n",
-       "                    1.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col10\" class=\"data row4 col10\">\n",
-       "                    -0.18\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col11\" class=\"data row4 col11\">\n",
-       "                    0.83\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col12\" class=\"data row4 col12\">\n",
-       "                    -0.22\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col13\" class=\"data row4 col13\">\n",
-       "                    -1.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col14\" class=\"data row4 col14\">\n",
-       "                    -4.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col15\" class=\"data row4 col15\">\n",
-       "                    -2.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col16\" class=\"data row4 col16\">\n",
-       "                    -0.97\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col17\" class=\"data row4 col17\">\n",
-       "                    -1.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col18\" class=\"data row4 col18\">\n",
-       "                    1.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col19\" class=\"data row4 col19\">\n",
-       "                    -1.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col20\" class=\"data row4 col20\">\n",
-       "                    2.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col21\" class=\"data row4 col21\">\n",
-       "                    -6.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col22\" class=\"data row4 col22\">\n",
-       "                    3.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col23\" class=\"data row4 col23\">\n",
-       "                    2.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow4_col24\" class=\"data row4 col24\">\n",
-       "                    2.1\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fb\" class=\"row_heading level24 row5\">\n",
-       "                    5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col0\" class=\"data row5 col0\">\n",
-       "                    -0.84\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col1\" class=\"data row5 col1\">\n",
-       "                    4.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col2\" class=\"data row5 col2\">\n",
-       "                    -1.7\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col3\" class=\"data row5 col3\">\n",
-       "                    -2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col4\" class=\"data row5 col4\">\n",
-       "                    5.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col5\" class=\"data row5 col5\">\n",
-       "                    -0.99\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col6\" class=\"data row5 col6\">\n",
-       "                    -4.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col7\" class=\"data row5 col7\">\n",
-       "                    3.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col8\" class=\"data row5 col8\">\n",
-       "                    -1.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col9\" class=\"data row5 col9\">\n",
-       "                    -0.94\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col10\" class=\"data row5 col10\">\n",
-       "                    1.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col11\" class=\"data row5 col11\">\n",
-       "                    0.087\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col12\" class=\"data row5 col12\">\n",
-       "                    -1.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col13\" class=\"data row5 col13\">\n",
-       "                    -0.11\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col14\" class=\"data row5 col14\">\n",
-       "                    -4.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col15\" class=\"data row5 col15\">\n",
-       "                    -0.85\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col16\" class=\"data row5 col16\">\n",
-       "                    -2.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col17\" class=\"data row5 col17\">\n",
-       "                    -1.4\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col18\" class=\"data row5 col18\">\n",
-       "                    0.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col19\" class=\"data row5 col19\">\n",
-       "                    -1.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col20\" class=\"data row5 col20\">\n",
-       "                    1.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col21\" class=\"data row5 col21\">\n",
-       "                    -6.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col22\" class=\"data row5 col22\">\n",
-       "                    2.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col23\" class=\"data row5 col23\">\n",
-       "                    2.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow5_col24\" class=\"data row5 col24\">\n",
-       "                    3.8\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fb\" class=\"row_heading level24 row6\">\n",
-       "                    6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col0\" class=\"data row6 col0\">\n",
-       "                    -0.74\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col1\" class=\"data row6 col1\">\n",
-       "                    5.4\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col2\" class=\"data row6 col2\">\n",
-       "                    -2.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col3\" class=\"data row6 col3\">\n",
-       "                    -1.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col4\" class=\"data row6 col4\">\n",
-       "                    4.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col5\" class=\"data row6 col5\">\n",
-       "                    -1.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col6\" class=\"data row6 col6\">\n",
-       "                    -3.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col7\" class=\"data row6 col7\">\n",
-       "                    3.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col8\" class=\"data row6 col8\">\n",
-       "                    -3.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col9\" class=\"data row6 col9\">\n",
-       "                    -1.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col10\" class=\"data row6 col10\">\n",
-       "                    0.34\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col11\" class=\"data row6 col11\">\n",
-       "                    0.57\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col12\" class=\"data row6 col12\">\n",
-       "                    -1.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col13\" class=\"data row6 col13\">\n",
-       "                    0.54\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col14\" class=\"data row6 col14\">\n",
-       "                    -4.4\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col15\" class=\"data row6 col15\">\n",
-       "                    -1.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col16\" class=\"data row6 col16\">\n",
-       "                    -4\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col17\" class=\"data row6 col17\">\n",
-       "                    -2.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col18\" class=\"data row6 col18\">\n",
-       "                    -0.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col19\" class=\"data row6 col19\">\n",
-       "                    -4.7\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col20\" class=\"data row6 col20\">\n",
-       "                    1.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col21\" class=\"data row6 col21\">\n",
-       "                    -8.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col22\" class=\"data row6 col22\">\n",
-       "                    3.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col23\" class=\"data row6 col23\">\n",
-       "                    2.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow6_col24\" class=\"data row6 col24\">\n",
-       "                    5.8\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fb\" class=\"row_heading level24 row7\">\n",
-       "                    7\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col0\" class=\"data row7 col0\">\n",
-       "                    -0.44\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col1\" class=\"data row7 col1\">\n",
-       "                    4.7\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col2\" class=\"data row7 col2\">\n",
-       "                    -2.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col3\" class=\"data row7 col3\">\n",
-       "                    -0.21\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col4\" class=\"data row7 col4\">\n",
-       "                    5.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col5\" class=\"data row7 col5\">\n",
-       "                    -2.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col6\" class=\"data row7 col6\">\n",
-       "                    -1.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col7\" class=\"data row7 col7\">\n",
-       "                    5.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col8\" class=\"data row7 col8\">\n",
-       "                    -4.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col9\" class=\"data row7 col9\">\n",
-       "                    -3.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col10\" class=\"data row7 col10\">\n",
-       "                    -1.7\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col11\" class=\"data row7 col11\">\n",
-       "                    0.18\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col12\" class=\"data row7 col12\">\n",
-       "                    0.11\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col13\" class=\"data row7 col13\">\n",
-       "                    0.036\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col14\" class=\"data row7 col14\">\n",
-       "                    -6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col15\" class=\"data row7 col15\">\n",
-       "                    -0.45\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col16\" class=\"data row7 col16\">\n",
-       "                    -6.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col17\" class=\"data row7 col17\">\n",
-       "                    -3.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col18\" class=\"data row7 col18\">\n",
-       "                    0.71\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col19\" class=\"data row7 col19\">\n",
-       "                    -3.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col20\" class=\"data row7 col20\">\n",
-       "                    0.67\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col21\" class=\"data row7 col21\">\n",
-       "                    -7.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col22\" class=\"data row7 col22\">\n",
-       "                    3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col23\" class=\"data row7 col23\">\n",
-       "                    3.4\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow7_col24\" class=\"data row7 col24\">\n",
-       "                    6.7\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fb\" class=\"row_heading level24 row8\">\n",
-       "                    8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col0\" class=\"data row8 col0\">\n",
-       "                    0.92\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col1\" class=\"data row8 col1\">\n",
-       "                    5.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col2\" class=\"data row8 col2\">\n",
-       "                    -3.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col3\" class=\"data row8 col3\">\n",
-       "                    -0.65\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col4\" class=\"data row8 col4\">\n",
-       "                    6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col5\" class=\"data row8 col5\">\n",
-       "                    -3.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col6\" class=\"data row8 col6\">\n",
-       "                    -1.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col7\" class=\"data row8 col7\">\n",
-       "                    5.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col8\" class=\"data row8 col8\">\n",
-       "                    -3.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col9\" class=\"data row8 col9\">\n",
-       "                    -1.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col10\" class=\"data row8 col10\">\n",
-       "                    -1.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col11\" class=\"data row8 col11\">\n",
-       "                    0.82\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col12\" class=\"data row8 col12\">\n",
-       "                    -2.4\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col13\" class=\"data row8 col13\">\n",
-       "                    -0.4\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col14\" class=\"data row8 col14\">\n",
-       "                    -6.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col15\" class=\"data row8 col15\">\n",
-       "                    -0.52\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col16\" class=\"data row8 col16\">\n",
-       "                    -6.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col17\" class=\"data row8 col17\">\n",
-       "                    -3.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col18\" class=\"data row8 col18\">\n",
-       "                    -0.043\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col19\" class=\"data row8 col19\">\n",
-       "                    -4.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col20\" class=\"data row8 col20\">\n",
-       "                    0.51\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col21\" class=\"data row8 col21\">\n",
-       "                    -5.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col22\" class=\"data row8 col22\">\n",
-       "                    3.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col23\" class=\"data row8 col23\">\n",
-       "                    2.4\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow8_col24\" class=\"data row8 col24\">\n",
-       "                    5.1\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fb\" class=\"row_heading level24 row9\">\n",
-       "                    9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col0\" class=\"data row9 col0\">\n",
-       "                    0.38\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col1\" class=\"data row9 col1\">\n",
-       "                    5.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col2\" class=\"data row9 col2\">\n",
-       "                    -4.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col3\" class=\"data row9 col3\">\n",
-       "                    -0.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col4\" class=\"data row9 col4\">\n",
-       "                    7.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col5\" class=\"data row9 col5\">\n",
-       "                    -2.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col6\" class=\"data row9 col6\">\n",
-       "                    -0.44\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col7\" class=\"data row9 col7\">\n",
-       "                    5.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col8\" class=\"data row9 col8\">\n",
-       "                    -2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col9\" class=\"data row9 col9\">\n",
-       "                    -0.33\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col10\" class=\"data row9 col10\">\n",
-       "                    -0.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col11\" class=\"data row9 col11\">\n",
-       "                    0.26\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col12\" class=\"data row9 col12\">\n",
-       "                    -3.4\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col13\" class=\"data row9 col13\">\n",
-       "                    -0.82\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col14\" class=\"data row9 col14\">\n",
-       "                    -6.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col15\" class=\"data row9 col15\">\n",
-       "                    -2.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col16\" class=\"data row9 col16\">\n",
-       "                    -8.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col17\" class=\"data row9 col17\">\n",
-       "                    -4.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col18\" class=\"data row9 col18\">\n",
-       "                    0.41\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col19\" class=\"data row9 col19\">\n",
-       "                    -4.7\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col20\" class=\"data row9 col20\">\n",
-       "                    1.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col21\" class=\"data row9 col21\">\n",
-       "                    -6.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col22\" class=\"data row9 col22\">\n",
-       "                    2.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col23\" class=\"data row9 col23\">\n",
-       "                    3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow9_col24\" class=\"data row9 col24\">\n",
-       "                    5.2\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fb\" class=\"row_heading level24 row10\">\n",
-       "                    10\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col0\" class=\"data row10 col0\">\n",
-       "                    2.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col1\" class=\"data row10 col1\">\n",
-       "                    5.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col2\" class=\"data row10 col2\">\n",
-       "                    -3.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col3\" class=\"data row10 col3\">\n",
-       "                    -0.98\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col4\" class=\"data row10 col4\">\n",
-       "                    7.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col5\" class=\"data row10 col5\">\n",
-       "                    -2.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col6\" class=\"data row10 col6\">\n",
-       "                    -0.59\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col7\" class=\"data row10 col7\">\n",
-       "                    5.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col8\" class=\"data row10 col8\">\n",
-       "                    -2.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col9\" class=\"data row10 col9\">\n",
-       "                    -0.71\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col10\" class=\"data row10 col10\">\n",
-       "                    -0.46\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col11\" class=\"data row10 col11\">\n",
-       "                    1.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col12\" class=\"data row10 col12\">\n",
-       "                    -2.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col13\" class=\"data row10 col13\">\n",
-       "                    0.48\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col14\" class=\"data row10 col14\">\n",
-       "                    -6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col15\" class=\"data row10 col15\">\n",
-       "                    -3.4\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col16\" class=\"data row10 col16\">\n",
-       "                    -7.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col17\" class=\"data row10 col17\">\n",
-       "                    -5.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col18\" class=\"data row10 col18\">\n",
-       "                    -0.7\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col19\" class=\"data row10 col19\">\n",
-       "                    -4.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col20\" class=\"data row10 col20\">\n",
-       "                    -0.52\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col21\" class=\"data row10 col21\">\n",
-       "                    -7.7\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col22\" class=\"data row10 col22\">\n",
-       "                    1.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col23\" class=\"data row10 col23\">\n",
-       "                    5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow10_col24\" class=\"data row10 col24\">\n",
-       "                    5.8\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fb\" class=\"row_heading level24 row11\">\n",
-       "                    11\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col0\" class=\"data row11 col0\">\n",
-       "                    1.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col1\" class=\"data row11 col1\">\n",
-       "                    4.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col2\" class=\"data row11 col2\">\n",
-       "                    -2.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col3\" class=\"data row11 col3\">\n",
-       "                    -1.4\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col4\" class=\"data row11 col4\">\n",
-       "                    5.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col5\" class=\"data row11 col5\">\n",
-       "                    -0.49\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col6\" class=\"data row11 col6\">\n",
-       "                    0.017\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col7\" class=\"data row11 col7\">\n",
-       "                    5.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col8\" class=\"data row11 col8\">\n",
-       "                    -1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col9\" class=\"data row11 col9\">\n",
-       "                    -0.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col10\" class=\"data row11 col10\">\n",
-       "                    0.49\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col11\" class=\"data row11 col11\">\n",
-       "                    2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col12\" class=\"data row11 col12\">\n",
-       "                    -1.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col13\" class=\"data row11 col13\">\n",
-       "                    1.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col14\" class=\"data row11 col14\">\n",
-       "                    -5.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col15\" class=\"data row11 col15\">\n",
-       "                    -4.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col16\" class=\"data row11 col16\">\n",
-       "                    -8.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col17\" class=\"data row11 col17\">\n",
-       "                    -3.4\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col18\" class=\"data row11 col18\">\n",
-       "                    -2.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col19\" class=\"data row11 col19\">\n",
-       "                    -4.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col20\" class=\"data row11 col20\">\n",
-       "                    -1.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col21\" class=\"data row11 col21\">\n",
-       "                    -7.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col22\" class=\"data row11 col22\">\n",
-       "                    1.4\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col23\" class=\"data row11 col23\">\n",
-       "                    5.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow11_col24\" class=\"data row11 col24\">\n",
-       "                    5.8\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fb\" class=\"row_heading level24 row12\">\n",
-       "                    12\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col0\" class=\"data row12 col0\">\n",
-       "                    3.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col1\" class=\"data row12 col1\">\n",
-       "                    4.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col2\" class=\"data row12 col2\">\n",
-       "                    -3.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col3\" class=\"data row12 col3\">\n",
-       "                    -2.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col4\" class=\"data row12 col4\">\n",
-       "                    5.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col5\" class=\"data row12 col5\">\n",
-       "                    -2.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col6\" class=\"data row12 col6\">\n",
-       "                    0.33\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col7\" class=\"data row12 col7\">\n",
-       "                    6.7\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col8\" class=\"data row12 col8\">\n",
-       "                    -2.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col9\" class=\"data row12 col9\">\n",
-       "                    -0.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col10\" class=\"data row12 col10\">\n",
-       "                    1.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col11\" class=\"data row12 col11\">\n",
-       "                    2.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col12\" class=\"data row12 col12\">\n",
-       "                    -1.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col13\" class=\"data row12 col13\">\n",
-       "                    0.75\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col14\" class=\"data row12 col14\">\n",
-       "                    -5.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col15\" class=\"data row12 col15\">\n",
-       "                    -4.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col16\" class=\"data row12 col16\">\n",
-       "                    -7.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col17\" class=\"data row12 col17\">\n",
-       "                    -2.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col18\" class=\"data row12 col18\">\n",
-       "                    -2.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col19\" class=\"data row12 col19\">\n",
-       "                    -4.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col20\" class=\"data row12 col20\">\n",
-       "                    -1.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col21\" class=\"data row12 col21\">\n",
-       "                    -9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col22\" class=\"data row12 col22\">\n",
-       "                    2.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col23\" class=\"data row12 col23\">\n",
-       "                    6.4\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow12_col24\" class=\"data row12 col24\">\n",
-       "                    5.6\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fb\" class=\"row_heading level24 row13\">\n",
-       "                    13\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col0\" class=\"data row13 col0\">\n",
-       "                    2.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col1\" class=\"data row13 col1\">\n",
-       "                    4.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col2\" class=\"data row13 col2\">\n",
-       "                    -3.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col3\" class=\"data row13 col3\">\n",
-       "                    -2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col4\" class=\"data row13 col4\">\n",
-       "                    6.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col5\" class=\"data row13 col5\">\n",
-       "                    -3.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col6\" class=\"data row13 col6\">\n",
-       "                    -2.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col7\" class=\"data row13 col7\">\n",
-       "                    8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col8\" class=\"data row13 col8\">\n",
-       "                    -2.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col9\" class=\"data row13 col9\">\n",
-       "                    -0.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col10\" class=\"data row13 col10\">\n",
-       "                    0.71\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col11\" class=\"data row13 col11\">\n",
-       "                    2.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col12\" class=\"data row13 col12\">\n",
-       "                    -0.16\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col13\" class=\"data row13 col13\">\n",
-       "                    -0.46\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col14\" class=\"data row13 col14\">\n",
-       "                    -5.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col15\" class=\"data row13 col15\">\n",
-       "                    -3.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col16\" class=\"data row13 col16\">\n",
-       "                    -7.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col17\" class=\"data row13 col17\">\n",
-       "                    -4\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col18\" class=\"data row13 col18\">\n",
-       "                    0.33\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col19\" class=\"data row13 col19\">\n",
-       "                    -3.7\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col20\" class=\"data row13 col20\">\n",
-       "                    -1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col21\" class=\"data row13 col21\">\n",
-       "                    -8.7\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col22\" class=\"data row13 col22\">\n",
-       "                    2.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col23\" class=\"data row13 col23\">\n",
-       "                    5.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow13_col24\" class=\"data row13 col24\">\n",
-       "                    6.7\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fb\" class=\"row_heading level24 row14\">\n",
-       "                    14\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col0\" class=\"data row14 col0\">\n",
-       "                    3.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col1\" class=\"data row14 col1\">\n",
-       "                    4.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col2\" class=\"data row14 col2\">\n",
-       "                    -3.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col3\" class=\"data row14 col3\">\n",
-       "                    -1.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col4\" class=\"data row14 col4\">\n",
-       "                    6.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col5\" class=\"data row14 col5\">\n",
-       "                    -3.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col6\" class=\"data row14 col6\">\n",
-       "                    -1.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col7\" class=\"data row14 col7\">\n",
-       "                    5.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col8\" class=\"data row14 col8\">\n",
-       "                    -2.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col9\" class=\"data row14 col9\">\n",
-       "                    -0.33\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col10\" class=\"data row14 col10\">\n",
-       "                    -0.97\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col11\" class=\"data row14 col11\">\n",
-       "                    1.7\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col12\" class=\"data row14 col12\">\n",
-       "                    3.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col13\" class=\"data row14 col13\">\n",
-       "                    0.29\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col14\" class=\"data row14 col14\">\n",
-       "                    -4.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col15\" class=\"data row14 col15\">\n",
-       "                    -4.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col16\" class=\"data row14 col16\">\n",
-       "                    -6.7\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col17\" class=\"data row14 col17\">\n",
-       "                    -4.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col18\" class=\"data row14 col18\">\n",
-       "                    -2.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col19\" class=\"data row14 col19\">\n",
-       "                    -2.4\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col20\" class=\"data row14 col20\">\n",
-       "                    -1.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col21\" class=\"data row14 col21\">\n",
-       "                    -9.4\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col22\" class=\"data row14 col22\">\n",
-       "                    3.4\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col23\" class=\"data row14 col23\">\n",
-       "                    6.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow14_col24\" class=\"data row14 col24\">\n",
-       "                    7.5\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fb\" class=\"row_heading level24 row15\">\n",
-       "                    15\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col0\" class=\"data row15 col0\">\n",
-       "                    5.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col1\" class=\"data row15 col1\">\n",
-       "                    5.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col2\" class=\"data row15 col2\">\n",
-       "                    -4\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col3\" class=\"data row15 col3\">\n",
-       "                    -2.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col4\" class=\"data row15 col4\">\n",
-       "                    5.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col5\" class=\"data row15 col5\">\n",
-       "                    -3.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col6\" class=\"data row15 col6\">\n",
-       "                    -1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col7\" class=\"data row15 col7\">\n",
-       "                    5.7\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col8\" class=\"data row15 col8\">\n",
-       "                    -3.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col9\" class=\"data row15 col9\">\n",
-       "                    -0.33\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col10\" class=\"data row15 col10\">\n",
-       "                    -1.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col11\" class=\"data row15 col11\">\n",
-       "                    2.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col12\" class=\"data row15 col12\">\n",
-       "                    4.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col13\" class=\"data row15 col13\">\n",
-       "                    1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col14\" class=\"data row15 col14\">\n",
-       "                    -3.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col15\" class=\"data row15 col15\">\n",
-       "                    -4.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col16\" class=\"data row15 col16\">\n",
-       "                    -5.7\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col17\" class=\"data row15 col17\">\n",
-       "                    -4.4\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col18\" class=\"data row15 col18\">\n",
-       "                    -2.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col19\" class=\"data row15 col19\">\n",
-       "                    -1.4\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col20\" class=\"data row15 col20\">\n",
-       "                    -1.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col21\" class=\"data row15 col21\">\n",
-       "                    -11\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col22\" class=\"data row15 col22\">\n",
-       "                    2.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col23\" class=\"data row15 col23\">\n",
-       "                    6.7\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow15_col24\" class=\"data row15 col24\">\n",
-       "                    5.9\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fb\" class=\"row_heading level24 row16\">\n",
-       "                    16\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col0\" class=\"data row16 col0\">\n",
-       "                    4.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col1\" class=\"data row16 col1\">\n",
-       "                    4.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col2\" class=\"data row16 col2\">\n",
-       "                    -2.4\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col3\" class=\"data row16 col3\">\n",
-       "                    -3.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col4\" class=\"data row16 col4\">\n",
-       "                    6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col5\" class=\"data row16 col5\">\n",
-       "                    -2.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col6\" class=\"data row16 col6\">\n",
-       "                    -0.47\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col7\" class=\"data row16 col7\">\n",
-       "                    5.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col8\" class=\"data row16 col8\">\n",
-       "                    -4.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col9\" class=\"data row16 col9\">\n",
-       "                    1.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col10\" class=\"data row16 col10\">\n",
-       "                    0.23\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col11\" class=\"data row16 col11\">\n",
-       "                    0.099\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col12\" class=\"data row16 col12\">\n",
-       "                    5.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col13\" class=\"data row16 col13\">\n",
-       "                    1.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col14\" class=\"data row16 col14\">\n",
-       "                    -3.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col15\" class=\"data row16 col15\">\n",
-       "                    -3.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col16\" class=\"data row16 col16\">\n",
-       "                    -5.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col17\" class=\"data row16 col17\">\n",
-       "                    -3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col18\" class=\"data row16 col18\">\n",
-       "                    -2.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col19\" class=\"data row16 col19\">\n",
-       "                    -1.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col20\" class=\"data row16 col20\">\n",
-       "                    -0.56\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col21\" class=\"data row16 col21\">\n",
-       "                    -13\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col22\" class=\"data row16 col22\">\n",
-       "                    2.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col23\" class=\"data row16 col23\">\n",
-       "                    6.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow16_col24\" class=\"data row16 col24\">\n",
-       "                    4.9\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fb\" class=\"row_heading level24 row17\">\n",
-       "                    17\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col0\" class=\"data row17 col0\">\n",
-       "                    5.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col1\" class=\"data row17 col1\">\n",
-       "                    4.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col2\" class=\"data row17 col2\">\n",
-       "                    -3.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col3\" class=\"data row17 col3\">\n",
-       "                    -3.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col4\" class=\"data row17 col4\">\n",
-       "                    6.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col5\" class=\"data row17 col5\">\n",
-       "                    -2.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col6\" class=\"data row17 col6\">\n",
-       "                    -0.75\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col7\" class=\"data row17 col7\">\n",
-       "                    6.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col8\" class=\"data row17 col8\">\n",
-       "                    -4.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col9\" class=\"data row17 col9\">\n",
-       "                    3.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col10\" class=\"data row17 col10\">\n",
-       "                    -0.29\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col11\" class=\"data row17 col11\">\n",
-       "                    0.56\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col12\" class=\"data row17 col12\">\n",
-       "                    5.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col13\" class=\"data row17 col13\">\n",
-       "                    2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col14\" class=\"data row17 col14\">\n",
-       "                    -2.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col15\" class=\"data row17 col15\">\n",
-       "                    -2.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col16\" class=\"data row17 col16\">\n",
-       "                    -5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col17\" class=\"data row17 col17\">\n",
-       "                    -3.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col18\" class=\"data row17 col18\">\n",
-       "                    -3.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col19\" class=\"data row17 col19\">\n",
-       "                    -2.4\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col20\" class=\"data row17 col20\">\n",
-       "                    0.84\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col21\" class=\"data row17 col21\">\n",
-       "                    -13\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col22\" class=\"data row17 col22\">\n",
-       "                    3.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col23\" class=\"data row17 col23\">\n",
-       "                    7.4\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow17_col24\" class=\"data row17 col24\">\n",
-       "                    4.7\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fb\" class=\"row_heading level24 row18\">\n",
-       "                    18\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col0\" class=\"data row18 col0\">\n",
-       "                    6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col1\" class=\"data row18 col1\">\n",
-       "                    5.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col2\" class=\"data row18 col2\">\n",
-       "                    -2.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col3\" class=\"data row18 col3\">\n",
-       "                    -4.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col4\" class=\"data row18 col4\">\n",
-       "                    7.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col5\" class=\"data row18 col5\">\n",
-       "                    -3.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col6\" class=\"data row18 col6\">\n",
-       "                    -1.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col7\" class=\"data row18 col7\">\n",
-       "                    7.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col8\" class=\"data row18 col8\">\n",
-       "                    -4.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col9\" class=\"data row18 col9\">\n",
-       "                    1.4\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col10\" class=\"data row18 col10\">\n",
-       "                    -0.63\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col11\" class=\"data row18 col11\">\n",
-       "                    0.35\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col12\" class=\"data row18 col12\">\n",
-       "                    7.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col13\" class=\"data row18 col13\">\n",
-       "                    0.87\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col14\" class=\"data row18 col14\">\n",
-       "                    -1.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col15\" class=\"data row18 col15\">\n",
-       "                    -2.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col16\" class=\"data row18 col16\">\n",
-       "                    -4.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col17\" class=\"data row18 col17\">\n",
-       "                    -2.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col18\" class=\"data row18 col18\">\n",
-       "                    -2.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col19\" class=\"data row18 col19\">\n",
-       "                    -2.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col20\" class=\"data row18 col20\">\n",
-       "                    1.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col21\" class=\"data row18 col21\">\n",
-       "                    -9.7\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col22\" class=\"data row18 col22\">\n",
-       "                    3.4\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col23\" class=\"data row18 col23\">\n",
-       "                    7.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow18_col24\" class=\"data row18 col24\">\n",
-       "                    4.4\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "            <tr>\n",
-       "                \n",
-       "                <th id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fb\" class=\"row_heading level24 row19\">\n",
-       "                    19\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col0\" class=\"data row19 col0\">\n",
-       "                    4\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col1\" class=\"data row19 col1\">\n",
-       "                    6.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col2\" class=\"data row19 col2\">\n",
-       "                    -4.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col3\" class=\"data row19 col3\">\n",
-       "                    -4.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col4\" class=\"data row19 col4\">\n",
-       "                    7.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col5\" class=\"data row19 col5\">\n",
-       "                    -4.1\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col6\" class=\"data row19 col6\">\n",
-       "                    -1.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col7\" class=\"data row19 col7\">\n",
-       "                    6.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col8\" class=\"data row19 col8\">\n",
-       "                    -5.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col9\" class=\"data row19 col9\">\n",
-       "                    -0.24\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col10\" class=\"data row19 col10\">\n",
-       "                    0.0072\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col11\" class=\"data row19 col11\">\n",
-       "                    1.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col12\" class=\"data row19 col12\">\n",
-       "                    6.4\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col13\" class=\"data row19 col13\">\n",
-       "                    -2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col14\" class=\"data row19 col14\">\n",
-       "                    -2.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col15\" class=\"data row19 col15\">\n",
-       "                    -1.7\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col16\" class=\"data row19 col16\">\n",
-       "                    -5.2\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col17\" class=\"data row19 col17\">\n",
-       "                    -3.3\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col18\" class=\"data row19 col18\">\n",
-       "                    -2.9\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col19\" class=\"data row19 col19\">\n",
-       "                    -1.7\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col20\" class=\"data row19 col20\">\n",
-       "                    1.6\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col21\" class=\"data row19 col21\">\n",
-       "                    -11\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col22\" class=\"data row19 col22\">\n",
-       "                    2.8\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col23\" class=\"data row19 col23\">\n",
-       "                    7.5\n",
-       "                \n",
-       "                <td id=\"T_a52c7836_c56b_11e5_a1b1_a45e60bd97fbrow19_col24\" class=\"data row19 col24\">\n",
-       "                    3.9\n",
-       "                \n",
-       "            </tr>\n",
-       "            \n",
-       "        </tbody>\n",
-       "        </table>\n",
-       "        "
-      ],
-      "text/plain": [
-       "<pandas.core.style.Styler at 0x111c7ea58>"
-      ]
-     },
-     "execution_count": 32,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "np.random.seed(25)\n",
     "cmap = cmap=sns.diverging_palette(5, 250, as_cmap=True)\n",
@@ -18816,7 +940,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.4.3"
+   "version": "3.5.1"
   }
  },
  "nbformat": 4,
diff --git a/doc/source/whatsnew/v0.18.2.txt b/doc/source/whatsnew/v0.18.2.txt
index f5dbfd80de7cc..407676de149fe 100644
--- a/doc/source/whatsnew/v0.18.2.txt
+++ b/doc/source/whatsnew/v0.18.2.txt
@@ -141,6 +141,7 @@ API changes
 - Non-convertible dates in an excel date column will be returned without conversion and the column will be ``object`` dtype, rather than raising an exception  (:issue:`10001`)
 - An ``UnsupportedFunctionCall`` error is now raised if NumPy ufuncs like ``np.mean`` are called on groupby or resample objects (:issue:`12811`)
 - Calls to ``.sample()`` will respect the random seed set via ``numpy.random.seed(n)`` (:issue:`13161`)
+- ``Styler.apply`` is now more strict about the outputs your function must return. For ``axis=0`` or ``axis=1``, the output shape must be identical. For ``axis=None``, the output must be a DataFrame with identical columns and index labels. (:issue:`13222`)
 
 .. _whatsnew_0182.api.tolist:
 
diff --git a/pandas/formats/style.py b/pandas/formats/style.py
index f66ac7485c76e..477ecccc03f4f 100644
--- a/pandas/formats/style.py
+++ b/pandas/formats/style.py
@@ -133,7 +133,7 @@ def __init__(self, data, precision=None, table_styles=None, uuid=None,
         self._todo = []
 
         if not isinstance(data, (pd.Series, pd.DataFrame)):
-            raise TypeError
+            raise TypeError("``data`` must be a Series or DataFrame")
         if data.ndim == 1:
             data = data.to_frame()
         if not data.index.is_unique or not data.columns.is_unique:
@@ -427,11 +427,30 @@ def _compute(self):
     def _apply(self, func, axis=0, subset=None, **kwargs):
         subset = slice(None) if subset is None else subset
         subset = _non_reducing_slice(subset)
+        data = self.data.loc[subset]
         if axis is not None:
-            result = self.data.loc[subset].apply(func, axis=axis, **kwargs)
+            result = data.apply(func, axis=axis, **kwargs)
         else:
-            # like tee
-            result = func(self.data.loc[subset], **kwargs)
+            result = func(data, **kwargs)
+            if not isinstance(result, pd.DataFrame):
+                raise TypeError(
+                    "Function {!r} must return a DataFrame when "
+                    "passed to `Styler.apply` with axis=None".format(func))
+            if not (result.index.equals(data.index) and
+                    result.columns.equals(data.columns)):
+                msg = ('Result of {!r} must have identical index and columns '
+                       'as the input'.format(func))
+                raise ValueError(msg)
+
+        result_shape = result.shape
+        expected_shape = self.data.loc[subset].shape
+        if result_shape != expected_shape:
+            msg = ("Function {!r} returned the wrong shape.\n"
+                   "Result has shape: {}\n"
+                   "Expected shape:   {}".format(func,
+                                                 result.shape,
+                                                 expected_shape))
+            raise ValueError(msg)
         self._update_ctx(result)
         return self
 
@@ -444,15 +463,19 @@ def apply(self, func, axis=0, subset=None, **kwargs):
 
         Parameters
         ----------
-        func: function
-        axis: int, str or None
+        func : function
+            ``func`` should take a Series or DataFrame (depending
+            on ``axis``), and return an object with the same shape.
+            Must return a DataFrame with identical index and
+            column labels when ``axis=None``
+        axis : int, str or None
             apply to each column (``axis=0`` or ``'index'``)
             or to each row (``axis=1`` or ``'columns'``) or
-            to the entire DataFrame at once with ``axis=None``.
-        subset: IndexSlice
+            to the entire DataFrame at once with ``axis=None``
+        subset : IndexSlice
             a valid indexer to limit ``data`` to *before* applying the
             function. Consider using a pandas.IndexSlice
-        kwargs: dict
+        kwargs : dict
             pass along to ``func``
 
         Returns
@@ -461,9 +484,22 @@ def apply(self, func, axis=0, subset=None, **kwargs):
 
         Notes
         -----
+        The output shape of ``func`` should match the input, i.e. if
+        ``x`` is the input row, column, or table (depending on ``axis``),
+        then ``func(x.shape) == x.shape`` should be true.
+
         This is similar to ``DataFrame.apply``, except that ``axis=None``
         applies the function to the entire DataFrame at once,
         rather than column-wise or row-wise.
+
+        Examples
+        --------
+        >>> def highlight_max(x):
+        ...     return ['background-color: yellow' if v == x.max() else ''
+                        for v in x]
+        ...
+        >>> df = pd.DataFrame(np.random.randn(5, 2))
+        >>> df.style.apply(highlight_max)
         """
         self._todo.append((lambda instance: getattr(instance, '_apply'),
                            (func, axis, subset), kwargs))
@@ -488,6 +524,7 @@ def applymap(self, func, subset=None, **kwargs):
         Parameters
         ----------
         func : function
+            ``func`` should take a scalar and return a scalar
         subset : IndexSlice
             a valid indexer to limit ``data`` to *before* applying the
             function. Consider using a pandas.IndexSlice
@@ -742,6 +779,7 @@ def set_properties(self, subset=None, **kwargs):
         --------
         >>> df = pd.DataFrame(np.random.randn(10, 4))
         >>> df.style.set_properties(color="white", align="right")
+        >>> df.style.set_properties(**{'background-color': 'yellow'})
         """
         values = ';'.join('{p}: {v}'.format(p=p, v=v)
                           for p, v in kwargs.items())
diff --git a/pandas/tests/formats/test_style.py b/pandas/tests/formats/test_style.py
index 5a79e3f6897f0..9a34f545bd119 100644
--- a/pandas/tests/formats/test_style.py
+++ b/pandas/tests/formats/test_style.py
@@ -46,6 +46,17 @@ def h(x, foo='bar'):
                           'c': pd.Categorical(['a', 'b'])})
         ]
 
+    def test_init_non_pandas(self):
+        with tm.assertRaises(TypeError):
+            Styler([1, 2, 3])
+
+    def test_init_series(self):
+        result = Styler(pd.Series([1, 2]))
+        self.assertEqual(result.data.ndim, 2)
+
+    def test_repr_html_ok(self):
+        self.styler._repr_html_()
+
     def test_update_ctx(self):
         self.styler._update_ctx(self.attrs)
         expected = {(0, 0): ['color: red'],
@@ -102,7 +113,7 @@ def test_clear(self):
     def test_render(self):
         df = pd.DataFrame({"A": [0, 1]})
         style = lambda x: pd.Series(["color: red", "color: blue"], name=x.name)
-        s = Styler(df, uuid='AB').apply(style).apply(style, axis=1)
+        s = Styler(df, uuid='AB').apply(style)
         s.render()
         # it worked?
 
@@ -539,6 +550,37 @@ def test_display_dict(self):
         self.assertEqual(ctx['body'][0][1]['display_value'], '0.1')
         self.assertEqual(ctx['body'][0][3]['display_value'], 'AAA')
 
+    def test_bad_apply_shape(self):
+        df = pd.DataFrame([[1, 2], [3, 4]])
+        with tm.assertRaises(ValueError):
+            df.style._apply(lambda x: 'x', subset=pd.IndexSlice[[0, 1], :])
+
+        with tm.assertRaises(ValueError):
+            df.style._apply(lambda x: [''], subset=pd.IndexSlice[[0, 1], :])
+
+        with tm.assertRaises(ValueError):
+            df.style._apply(lambda x: ['', '', '', ''])
+
+        with tm.assertRaises(ValueError):
+            df.style._apply(lambda x: ['', '', ''], subset=1)
+
+        with tm.assertRaises(ValueError):
+            df.style._apply(lambda x: ['', '', ''], axis=1)
+
+    def test_apply_bad_return(self):
+        def f(x):
+            return ''
+        df = pd.DataFrame([[1, 2], [3, 4]])
+        with tm.assertRaises(TypeError):
+            df.style._apply(f, axis=None)
+
+    def test_apply_bad_labels(self):
+        def f(x):
+            return pd.DataFrame(index=[1, 2], columns=['a', 'b'])
+        df = pd.DataFrame([[1, 2], [3, 4]])
+        with tm.assertRaises(ValueError):
+            df.style._apply(f, axis=None)
+
 
 @tm.mplskip
 class TestStylerMatplotlibDep(TestCase):