Repository: qiskit-community/qiskit-metal (language: python)

Issue:
Design Multi-JJ QComponents (e.g. SQUID Loop, Multi-JJ Arrays, etc.)
<!-- ⚠️ Please abide by this template, otherwise you run the risk of the issue being closed -->
<!-- ⚠️ Make sure to browse the opened and closed issues to confirm this idea does not exist. -->

Please be as descriptive as possible, including: what is expected, why is this feature needed, what is the objective, etc.

### What is the feature being requested?

Design new qcomponents which feature multiple Josephson Junctions. Example include SQUID loops and/or multi-JJ array structures. 

### What are use cases for this feature?

This enables users to create designs with multiple JJs located between charge islands, which is relatively common in the literature. 



Discussion / hints:

Fix patch:
diff --git a/docs/_utility/generate_images.ipynb b/docs/_utility/generate_images.ipynb
index 3576aee05..5a432f686 100644
--- a/docs/_utility/generate_images.ipynb
+++ b/docs/_utility/generate_images.ipynb
@@ -83,6 +83,7 @@
     "from qiskit_metal.qlibrary.qubits.transmon_pocket_cl import TransmonPocketCL\n",
     "from qiskit_metal.qlibrary.qubits.transmon_pocket_6 import TransmonPocket6\n",
     "from qiskit_metal.qlibrary.qubits.transmon_pocket_teeth import TransmonPocketTeeth\n",
+    "from qiskit_metal.qlibrary.qubits.SQUID_loop import SQUID_LOOP\n",
     "\n",
     "import shutil, os"
    ]
@@ -213,7 +214,8 @@
     "create_image(TransmonPocket, 'transmonpocket', 'TransmonPocket.png')\n",
     "create_image(TransmonPocketCL, 'transmonpocketcl', 'TransmonPocketCL.png')\n",
     "create_image(TransmonPocket6, 'transmonpocket6', 'TransmonPocket6.png')\n",
-    "create_image(TransmonPocketTeeth, 'transmonpocketteeth', 'Transmon_Pocket_Teeth.png')"
+    "create_image(TransmonPocketTeeth, 'transmonpocketteeth', 'Transmon_Pocket_Teeth.png')\n",
+    "create_image(SQUID_LOOP, 'squidloop', 'SQUID_LOOP.png')"
    ]
   },
   {
diff --git a/docs/apidocs/SQUID_LOOP.png b/docs/apidocs/SQUID_LOOP.png
new file mode 100644
index 000000000..c642c5889
Binary files /dev/null and b/docs/apidocs/SQUID_LOOP.png differ
diff --git a/docs/apidocs/qiskit_metal.qlibrary.SQUID_LOOP.rst b/docs/apidocs/qiskit_metal.qlibrary.SQUID_LOOP.rst
new file mode 100644
index 000000000..96c1a1e9e
--- /dev/null
+++ b/docs/apidocs/qiskit_metal.qlibrary.SQUID_LOOP.rst
@@ -0,0 +1,64 @@
+﻿
+
+SQUID_LOOP
+================================
+
+.. currentmodule:: qiskit_metal.qlibrary
+
+.. autoclass:: SQUID_LOOP
+   :no-members:
+   :no-inherited-members:
+   :no-special-members:
+
+   
+   
+
+   .. rubric:: Attributes
+
+   .. autosummary::
+      :toctree: ../stubs/
+   
+      SQUID_LOOP.TOOLTIP
+      SQUID_LOOP.class_name
+      SQUID_LOOP.component_metadata
+      SQUID_LOOP.default_options
+      SQUID_LOOP.design
+      SQUID_LOOP.id
+      SQUID_LOOP.logger
+      SQUID_LOOP.name
+      SQUID_LOOP.options
+      SQUID_LOOP.pin_names
+      SQUID_LOOP.qgeometry_types
+   
+   
+
+   
+   
+
+   .. rubric:: Methods
+
+   .. autosummary::
+      :toctree: ../stubs/
+   
+      SQUID_LOOP.add_dependency
+      SQUID_LOOP.add_pin
+      SQUID_LOOP.add_qgeometry
+      SQUID_LOOP.connect_components_already_in_design
+      SQUID_LOOP.delete
+      SQUID_LOOP.get_pin
+      SQUID_LOOP.get_template_options
+      SQUID_LOOP.make
+      SQUID_LOOP.parse_options
+      SQUID_LOOP.parse_value
+      SQUID_LOOP.populate_to_track_table_usage
+      SQUID_LOOP.qgeometry_bounds
+      SQUID_LOOP.qgeometry_dict
+      SQUID_LOOP.qgeometry_list
+      SQUID_LOOP.qgeometry_plot
+      SQUID_LOOP.qgeometry_table
+      SQUID_LOOP.rebuild
+      SQUID_LOOP.to_script
+   
+
+   
+   
\ No newline at end of file
diff --git a/docs/tut/4-Analysis/4.34-Transmon-qubit-CPB-hamiltonian-charge-basis.ipynb b/docs/tut/4-Analysis/4.34-Transmon-qubit-CPB-hamiltonian-charge-basis.ipynb
index 74393477e..b8e92d643 100644
--- a/docs/tut/4-Analysis/4.34-Transmon-qubit-CPB-hamiltonian-charge-basis.ipynb
+++ b/docs/tut/4-Analysis/4.34-Transmon-qubit-CPB-hamiltonian-charge-basis.ipynb
@@ -82,9 +82,18 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 2,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "The autoreload extension is already loaded. To reload it, use:\n",
+      "  %reload_ext autoreload\n"
+     ]
+    }
+   ],
    "source": [
     "%load_ext autoreload\n",
     "%autoreload 2\n",
@@ -123,7 +132,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -141,18 +150,1124 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "<matplotlib.legend.Legend at 0x19ec427dd48>"
+       "<matplotlib.legend.Legend at 0x1c1fdccfbc8>"
       ]
      },
-     "execution_count": 3,
+     "execution_count": 4,
      "metadata": {},
      "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/svg+xml": [
+       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
+       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
+       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
+       "<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
+       "<svg height=\"262.19625pt\" version=\"1.1\" viewBox=\"0 0 376.240625 262.19625\" width=\"376.240625pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
+       " <metadata>\r\n",
+       "  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n",
+       "   <cc:Work>\r\n",
+       "    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n",
+       "    <dc:date>2021-08-20T09:18:43.171679</dc:date>\r\n",
+       "    <dc:format>image/svg+xml</dc:format>\r\n",
+       "    <dc:creator>\r\n",
+       "     <cc:Agent>\r\n",
+       "      <dc:title>Matplotlib v3.3.3, https://matplotlib.org/</dc:title>\r\n",
+       "     </cc:Agent>\r\n",
+       "    </dc:creator>\r\n",
+       "   </cc:Work>\r\n",
+       "  </rdf:RDF>\r\n",
+       " </metadata>\r\n",
+       " <defs>\r\n",
+       "  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\r\n",
+       " </defs>\r\n",
+       " <g id=\"figure_1\">\r\n",
+       "  <g id=\"patch_1\">\r\n",
+       "   <path d=\"M 0 262.19625 \r\n",
+       "L 376.240625 262.19625 \r\n",
+       "L 376.240625 0 \r\n",
+       "L 0 0 \r\n",
+       "z\r\n",
+       "\" style=\"fill:none;\"/>\r\n",
+       "  </g>\r\n",
+       "  <g id=\"axes_1\">\r\n",
+       "   <g id=\"patch_2\">\r\n",
+       "    <path d=\"M 34.240625 224.64 \r\n",
+       "L 369.040625 224.64 \r\n",
+       "L 369.040625 7.2 \r\n",
+       "L 34.240625 7.2 \r\n",
+       "z\r\n",
+       "\" style=\"fill:#ffffff;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"matplotlib.axis_1\">\r\n",
+       "    <g id=\"xtick_1\">\r\n",
+       "     <g id=\"line2d_1\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 0 0 \r\n",
+       "L 0 3.5 \r\n",
+       "\" id=\"m5035b2772e\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"49.458807\" xlink:href=\"#m5035b2772e\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_1\">\r\n",
+       "      <!-- −2.0 -->\r\n",
+       "      <g transform=\"translate(37.317401 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 10.59375 35.5 \r\n",
+       "L 73.1875 35.5 \r\n",
+       "L 73.1875 27.203125 \r\n",
+       "L 10.59375 27.203125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-8722\"/>\r\n",
+       "        <path d=\"M 19.1875 8.296875 \r\n",
+       "L 53.609375 8.296875 \r\n",
+       "L 53.609375 0 \r\n",
+       "L 7.328125 0 \r\n",
+       "L 7.328125 8.296875 \r\n",
+       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
+       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
+       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
+       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
+       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
+       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
+       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
+       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
+       "L 7.8125 69.390625 \r\n",
+       "Q 13.765625 71.78125 18.9375 73 \r\n",
+       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
+       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
+       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
+       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
+       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
+       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
+       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-50\"/>\r\n",
+       "        <path d=\"M 10.6875 12.40625 \r\n",
+       "L 21 12.40625 \r\n",
+       "L 21 0 \r\n",
+       "L 10.6875 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-46\"/>\r\n",
+       "        <path d=\"M 31.78125 66.40625 \r\n",
+       "Q 24.171875 66.40625 20.328125 58.90625 \r\n",
+       "Q 16.5 51.421875 16.5 36.375 \r\n",
+       "Q 16.5 21.390625 20.328125 13.890625 \r\n",
+       "Q 24.171875 6.390625 31.78125 6.390625 \r\n",
+       "Q 39.453125 6.390625 43.28125 13.890625 \r\n",
+       "Q 47.125 21.390625 47.125 36.375 \r\n",
+       "Q 47.125 51.421875 43.28125 58.90625 \r\n",
+       "Q 39.453125 66.40625 31.78125 66.40625 \r\n",
+       "z\r\n",
+       "M 31.78125 74.21875 \r\n",
+       "Q 44.046875 74.21875 50.515625 64.515625 \r\n",
+       "Q 56.984375 54.828125 56.984375 36.375 \r\n",
+       "Q 56.984375 17.96875 50.515625 8.265625 \r\n",
+       "Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
+       "Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
+       "Q 6.59375 17.96875 6.59375 36.375 \r\n",
+       "Q 6.59375 54.828125 13.0625 64.515625 \r\n",
+       "Q 19.53125 74.21875 31.78125 74.21875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-48\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
+       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"179.199219\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_2\">\r\n",
+       "     <g id=\"line2d_2\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"87.504261\" xlink:href=\"#m5035b2772e\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_2\">\r\n",
+       "      <!-- −1.5 -->\r\n",
+       "      <g transform=\"translate(75.362855 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 12.40625 8.296875 \r\n",
+       "L 28.515625 8.296875 \r\n",
+       "L 28.515625 63.921875 \r\n",
+       "L 10.984375 60.40625 \r\n",
+       "L 10.984375 69.390625 \r\n",
+       "L 28.421875 72.90625 \r\n",
+       "L 38.28125 72.90625 \r\n",
+       "L 38.28125 8.296875 \r\n",
+       "L 54.390625 8.296875 \r\n",
+       "L 54.390625 0 \r\n",
+       "L 12.40625 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-49\"/>\r\n",
+       "        <path d=\"M 10.796875 72.90625 \r\n",
+       "L 49.515625 72.90625 \r\n",
+       "L 49.515625 64.59375 \r\n",
+       "L 19.828125 64.59375 \r\n",
+       "L 19.828125 46.734375 \r\n",
+       "Q 21.96875 47.46875 24.109375 47.828125 \r\n",
+       "Q 26.265625 48.1875 28.421875 48.1875 \r\n",
+       "Q 40.625 48.1875 47.75 41.5 \r\n",
+       "Q 54.890625 34.8125 54.890625 23.390625 \r\n",
+       "Q 54.890625 11.625 47.5625 5.09375 \r\n",
+       "Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
+       "Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
+       "Q 12.796875 0.140625 7.71875 1.703125 \r\n",
+       "L 7.71875 11.625 \r\n",
+       "Q 12.109375 9.234375 16.796875 8.0625 \r\n",
+       "Q 21.484375 6.890625 26.703125 6.890625 \r\n",
+       "Q 35.15625 6.890625 40.078125 11.328125 \r\n",
+       "Q 45.015625 15.765625 45.015625 23.390625 \r\n",
+       "Q 45.015625 31 40.078125 35.4375 \r\n",
+       "Q 35.15625 39.890625 26.703125 39.890625 \r\n",
+       "Q 22.75 39.890625 18.8125 39.015625 \r\n",
+       "Q 14.890625 38.140625 10.796875 36.28125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-53\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
+       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"179.199219\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_3\">\r\n",
+       "     <g id=\"line2d_3\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"125.549716\" xlink:href=\"#m5035b2772e\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_3\">\r\n",
+       "      <!-- −1.0 -->\r\n",
+       "      <g transform=\"translate(113.40831 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
+       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"179.199219\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_4\">\r\n",
+       "     <g id=\"line2d_4\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"163.59517\" xlink:href=\"#m5035b2772e\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_4\">\r\n",
+       "      <!-- −0.5 -->\r\n",
+       "      <g transform=\"translate(151.453764 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
+       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"179.199219\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_5\">\r\n",
+       "     <g id=\"line2d_5\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"201.640625\" xlink:href=\"#m5035b2772e\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_5\">\r\n",
+       "      <!-- 0.0 -->\r\n",
+       "      <g transform=\"translate(193.689063 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_6\">\r\n",
+       "     <g id=\"line2d_6\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"239.68608\" xlink:href=\"#m5035b2772e\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_6\">\r\n",
+       "      <!-- 0.5 -->\r\n",
+       "      <g transform=\"translate(231.734517 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_7\">\r\n",
+       "     <g id=\"line2d_7\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"277.731534\" xlink:href=\"#m5035b2772e\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_7\">\r\n",
+       "      <!-- 1.0 -->\r\n",
+       "      <g transform=\"translate(269.779972 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_8\">\r\n",
+       "     <g id=\"line2d_8\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"315.776989\" xlink:href=\"#m5035b2772e\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_8\">\r\n",
+       "      <!-- 1.5 -->\r\n",
+       "      <g transform=\"translate(307.825426 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_9\">\r\n",
+       "     <g id=\"line2d_9\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"353.822443\" xlink:href=\"#m5035b2772e\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_9\">\r\n",
+       "      <!-- 2.0 -->\r\n",
+       "      <g transform=\"translate(345.870881 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_10\">\r\n",
+       "     <!-- ng -->\r\n",
+       "     <g transform=\"translate(195.297656 252.916562)scale(0.1 -0.1)\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 54.890625 33.015625 \r\n",
+       "L 54.890625 0 \r\n",
+       "L 45.90625 0 \r\n",
+       "L 45.90625 32.71875 \r\n",
+       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
+       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
+       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
+       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
+       "L 18.109375 0 \r\n",
+       "L 9.078125 0 \r\n",
+       "L 9.078125 54.6875 \r\n",
+       "L 18.109375 54.6875 \r\n",
+       "L 18.109375 46.1875 \r\n",
+       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
+       "Q 30.078125 56 35.796875 56 \r\n",
+       "Q 45.21875 56 50.046875 50.171875 \r\n",
+       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-110\"/>\r\n",
+       "       <path d=\"M 45.40625 27.984375 \r\n",
+       "Q 45.40625 37.75 41.375 43.109375 \r\n",
+       "Q 37.359375 48.484375 30.078125 48.484375 \r\n",
+       "Q 22.859375 48.484375 18.828125 43.109375 \r\n",
+       "Q 14.796875 37.75 14.796875 27.984375 \r\n",
+       "Q 14.796875 18.265625 18.828125 12.890625 \r\n",
+       "Q 22.859375 7.515625 30.078125 7.515625 \r\n",
+       "Q 37.359375 7.515625 41.375 12.890625 \r\n",
+       "Q 45.40625 18.265625 45.40625 27.984375 \r\n",
+       "z\r\n",
+       "M 54.390625 6.78125 \r\n",
+       "Q 54.390625 -7.171875 48.1875 -13.984375 \r\n",
+       "Q 42 -20.796875 29.203125 -20.796875 \r\n",
+       "Q 24.46875 -20.796875 20.265625 -20.09375 \r\n",
+       "Q 16.0625 -19.390625 12.109375 -17.921875 \r\n",
+       "L 12.109375 -9.1875 \r\n",
+       "Q 16.0625 -11.328125 19.921875 -12.34375 \r\n",
+       "Q 23.78125 -13.375 27.78125 -13.375 \r\n",
+       "Q 36.625 -13.375 41.015625 -8.765625 \r\n",
+       "Q 45.40625 -4.15625 45.40625 5.171875 \r\n",
+       "L 45.40625 9.625 \r\n",
+       "Q 42.625 4.78125 38.28125 2.390625 \r\n",
+       "Q 33.9375 0 27.875 0 \r\n",
+       "Q 17.828125 0 11.671875 7.65625 \r\n",
+       "Q 5.515625 15.328125 5.515625 27.984375 \r\n",
+       "Q 5.515625 40.671875 11.671875 48.328125 \r\n",
+       "Q 17.828125 56 27.875 56 \r\n",
+       "Q 33.9375 56 38.28125 53.609375 \r\n",
+       "Q 42.625 51.21875 45.40625 46.390625 \r\n",
+       "L 45.40625 54.6875 \r\n",
+       "L 54.390625 54.6875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-103\"/>\r\n",
+       "      </defs>\r\n",
+       "      <use xlink:href=\"#DejaVuSans-110\"/>\r\n",
+       "      <use x=\"63.378906\" xlink:href=\"#DejaVuSans-103\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"matplotlib.axis_2\">\r\n",
+       "    <g id=\"ytick_1\">\r\n",
+       "     <g id=\"line2d_10\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 0 0 \r\n",
+       "L -3.5 0 \r\n",
+       "\" id=\"m57eac56b64\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"34.240625\" xlink:href=\"#m57eac56b64\" y=\"214.756364\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_11\">\r\n",
+       "      <!-- 0 -->\r\n",
+       "      <g transform=\"translate(20.878125 218.555582)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_2\">\r\n",
+       "     <g id=\"line2d_11\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"34.240625\" xlink:href=\"#m57eac56b64\" y=\"170.583623\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_12\">\r\n",
+       "      <!-- 2 -->\r\n",
+       "      <g transform=\"translate(20.878125 174.382842)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_3\">\r\n",
+       "     <g id=\"line2d_12\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"34.240625\" xlink:href=\"#m57eac56b64\" y=\"126.410883\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_13\">\r\n",
+       "      <!-- 4 -->\r\n",
+       "      <g transform=\"translate(20.878125 130.210101)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 37.796875 64.3125 \r\n",
+       "L 12.890625 25.390625 \r\n",
+       "L 37.796875 25.390625 \r\n",
+       "z\r\n",
+       "M 35.203125 72.90625 \r\n",
+       "L 47.609375 72.90625 \r\n",
+       "L 47.609375 25.390625 \r\n",
+       "L 58.015625 25.390625 \r\n",
+       "L 58.015625 17.1875 \r\n",
+       "L 47.609375 17.1875 \r\n",
+       "L 47.609375 0 \r\n",
+       "L 37.796875 0 \r\n",
+       "L 37.796875 17.1875 \r\n",
+       "L 4.890625 17.1875 \r\n",
+       "L 4.890625 26.703125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-52\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_4\">\r\n",
+       "     <g id=\"line2d_13\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"34.240625\" xlink:href=\"#m57eac56b64\" y=\"82.238142\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_14\">\r\n",
+       "      <!-- 6 -->\r\n",
+       "      <g transform=\"translate(20.878125 86.037361)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 33.015625 40.375 \r\n",
+       "Q 26.375 40.375 22.484375 35.828125 \r\n",
+       "Q 18.609375 31.296875 18.609375 23.390625 \r\n",
+       "Q 18.609375 15.53125 22.484375 10.953125 \r\n",
+       "Q 26.375 6.390625 33.015625 6.390625 \r\n",
+       "Q 39.65625 6.390625 43.53125 10.953125 \r\n",
+       "Q 47.40625 15.53125 47.40625 23.390625 \r\n",
+       "Q 47.40625 31.296875 43.53125 35.828125 \r\n",
+       "Q 39.65625 40.375 33.015625 40.375 \r\n",
+       "z\r\n",
+       "M 52.59375 71.296875 \r\n",
+       "L 52.59375 62.3125 \r\n",
+       "Q 48.875 64.0625 45.09375 64.984375 \r\n",
+       "Q 41.3125 65.921875 37.59375 65.921875 \r\n",
+       "Q 27.828125 65.921875 22.671875 59.328125 \r\n",
+       "Q 17.53125 52.734375 16.796875 39.40625 \r\n",
+       "Q 19.671875 43.65625 24.015625 45.921875 \r\n",
+       "Q 28.375 48.1875 33.59375 48.1875 \r\n",
+       "Q 44.578125 48.1875 50.953125 41.515625 \r\n",
+       "Q 57.328125 34.859375 57.328125 23.390625 \r\n",
+       "Q 57.328125 12.15625 50.6875 5.359375 \r\n",
+       "Q 44.046875 -1.421875 33.015625 -1.421875 \r\n",
+       "Q 20.359375 -1.421875 13.671875 8.265625 \r\n",
+       "Q 6.984375 17.96875 6.984375 36.375 \r\n",
+       "Q 6.984375 53.65625 15.1875 63.9375 \r\n",
+       "Q 23.390625 74.21875 37.203125 74.21875 \r\n",
+       "Q 40.921875 74.21875 44.703125 73.484375 \r\n",
+       "Q 48.484375 72.75 52.59375 71.296875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-54\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-54\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_5\">\r\n",
+       "     <g id=\"line2d_14\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"34.240625\" xlink:href=\"#m57eac56b64\" y=\"38.065402\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_15\">\r\n",
+       "      <!-- 8 -->\r\n",
+       "      <g transform=\"translate(20.878125 41.86462)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 31.78125 34.625 \r\n",
+       "Q 24.75 34.625 20.71875 30.859375 \r\n",
+       "Q 16.703125 27.09375 16.703125 20.515625 \r\n",
+       "Q 16.703125 13.921875 20.71875 10.15625 \r\n",
+       "Q 24.75 6.390625 31.78125 6.390625 \r\n",
+       "Q 38.8125 6.390625 42.859375 10.171875 \r\n",
+       "Q 46.921875 13.96875 46.921875 20.515625 \r\n",
+       "Q 46.921875 27.09375 42.890625 30.859375 \r\n",
+       "Q 38.875 34.625 31.78125 34.625 \r\n",
+       "z\r\n",
+       "M 21.921875 38.8125 \r\n",
+       "Q 15.578125 40.375 12.03125 44.71875 \r\n",
+       "Q 8.5 49.078125 8.5 55.328125 \r\n",
+       "Q 8.5 64.0625 14.71875 69.140625 \r\n",
+       "Q 20.953125 74.21875 31.78125 74.21875 \r\n",
+       "Q 42.671875 74.21875 48.875 69.140625 \r\n",
+       "Q 55.078125 64.0625 55.078125 55.328125 \r\n",
+       "Q 55.078125 49.078125 51.53125 44.71875 \r\n",
+       "Q 48 40.375 41.703125 38.8125 \r\n",
+       "Q 48.828125 37.15625 52.796875 32.3125 \r\n",
+       "Q 56.78125 27.484375 56.78125 20.515625 \r\n",
+       "Q 56.78125 9.90625 50.3125 4.234375 \r\n",
+       "Q 43.84375 -1.421875 31.78125 -1.421875 \r\n",
+       "Q 19.734375 -1.421875 13.25 4.234375 \r\n",
+       "Q 6.78125 9.90625 6.78125 20.515625 \r\n",
+       "Q 6.78125 27.484375 10.78125 32.3125 \r\n",
+       "Q 14.796875 37.15625 21.921875 38.8125 \r\n",
+       "z\r\n",
+       "M 18.3125 54.390625 \r\n",
+       "Q 18.3125 48.734375 21.84375 45.5625 \r\n",
+       "Q 25.390625 42.390625 31.78125 42.390625 \r\n",
+       "Q 38.140625 42.390625 41.71875 45.5625 \r\n",
+       "Q 45.3125 48.734375 45.3125 54.390625 \r\n",
+       "Q 45.3125 60.0625 41.71875 63.234375 \r\n",
+       "Q 38.140625 66.40625 31.78125 66.40625 \r\n",
+       "Q 25.390625 66.40625 21.84375 63.234375 \r\n",
+       "Q 18.3125 60.0625 18.3125 54.390625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-56\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-56\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_16\">\r\n",
+       "     <!-- Em/E01 -->\r\n",
+       "     <g transform=\"translate(14.798437 135.155937)rotate(-90)scale(0.1 -0.1)\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 9.8125 72.90625 \r\n",
+       "L 55.90625 72.90625 \r\n",
+       "L 55.90625 64.59375 \r\n",
+       "L 19.671875 64.59375 \r\n",
+       "L 19.671875 43.015625 \r\n",
+       "L 54.390625 43.015625 \r\n",
+       "L 54.390625 34.71875 \r\n",
+       "L 19.671875 34.71875 \r\n",
+       "L 19.671875 8.296875 \r\n",
+       "L 56.78125 8.296875 \r\n",
+       "L 56.78125 0 \r\n",
+       "L 9.8125 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-69\"/>\r\n",
+       "       <path d=\"M 52 44.1875 \r\n",
+       "Q 55.375 50.25 60.0625 53.125 \r\n",
+       "Q 64.75 56 71.09375 56 \r\n",
+       "Q 79.640625 56 84.28125 50.015625 \r\n",
+       "Q 88.921875 44.046875 88.921875 33.015625 \r\n",
+       "L 88.921875 0 \r\n",
+       "L 79.890625 0 \r\n",
+       "L 79.890625 32.71875 \r\n",
+       "Q 79.890625 40.578125 77.09375 44.375 \r\n",
+       "Q 74.3125 48.1875 68.609375 48.1875 \r\n",
+       "Q 61.625 48.1875 57.5625 43.546875 \r\n",
+       "Q 53.515625 38.921875 53.515625 30.90625 \r\n",
+       "L 53.515625 0 \r\n",
+       "L 44.484375 0 \r\n",
+       "L 44.484375 32.71875 \r\n",
+       "Q 44.484375 40.625 41.703125 44.40625 \r\n",
+       "Q 38.921875 48.1875 33.109375 48.1875 \r\n",
+       "Q 26.21875 48.1875 22.15625 43.53125 \r\n",
+       "Q 18.109375 38.875 18.109375 30.90625 \r\n",
+       "L 18.109375 0 \r\n",
+       "L 9.078125 0 \r\n",
+       "L 9.078125 54.6875 \r\n",
+       "L 18.109375 54.6875 \r\n",
+       "L 18.109375 46.1875 \r\n",
+       "Q 21.1875 51.21875 25.484375 53.609375 \r\n",
+       "Q 29.78125 56 35.6875 56 \r\n",
+       "Q 41.65625 56 45.828125 52.96875 \r\n",
+       "Q 50 49.953125 52 44.1875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-109\"/>\r\n",
+       "       <path d=\"M 25.390625 72.90625 \r\n",
+       "L 33.6875 72.90625 \r\n",
+       "L 8.296875 -9.28125 \r\n",
+       "L 0 -9.28125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-47\"/>\r\n",
+       "      </defs>\r\n",
+       "      <use xlink:href=\"#DejaVuSans-69\"/>\r\n",
+       "      <use x=\"63.183594\" xlink:href=\"#DejaVuSans-109\"/>\r\n",
+       "      <use x=\"160.595703\" xlink:href=\"#DejaVuSans-47\"/>\r\n",
+       "      <use x=\"194.287109\" xlink:href=\"#DejaVuSans-69\"/>\r\n",
+       "      <use x=\"257.470703\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      <use x=\"321.09375\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_15\">\r\n",
+       "    <path clip-path=\"url(#p9dda914488)\" d=\"M 49.458807 214.751429 \r\n",
+       "L 52.502443 214.626469 \r\n",
+       "L 55.54608 214.250804 \r\n",
+       "L 58.589716 213.62797 \r\n",
+       "L 61.633352 212.764472 \r\n",
+       "L 64.676989 211.670978 \r\n",
+       "L 67.720625 210.364499 \r\n",
+       "L 70.764261 208.87231 \r\n",
+       "L 73.807898 207.239109 \r\n",
+       "L 76.851534 205.540016 \r\n",
+       "L 79.89517 203.902735 \r\n",
+       "L 82.938807 202.536133 \r\n",
+       "L 85.982443 201.728951 \r\n",
+       "L 89.02608 201.729131 \r\n",
+       "L 92.069716 202.536645 \r\n",
+       "L 95.113352 203.903525 \r\n",
+       "L 98.156989 205.541048 \r\n",
+       "L 101.200625 207.240371 \r\n",
+       "L 104.244261 208.873811 \r\n",
+       "L 107.287898 210.366264 \r\n",
+       "L 110.331534 211.673049 \r\n",
+       "L 113.37517 212.766904 \r\n",
+       "L 116.418807 213.630839 \r\n",
+       "L 119.462443 214.254211 \r\n",
+       "L 122.50608 214.630548 \r\n",
+       "L 125.549716 214.756362 \r\n",
+       "L 128.593352 214.630549 \r\n",
+       "L 131.636989 214.254213 \r\n",
+       "L 134.680625 213.630843 \r\n",
+       "L 137.724261 212.76691 \r\n",
+       "L 140.767898 211.673058 \r\n",
+       "L 143.811534 210.366278 \r\n",
+       "L 146.85517 208.873832 \r\n",
+       "L 149.898807 207.240406 \r\n",
+       "L 152.942443 205.541105 \r\n",
+       "L 155.98608 203.903624 \r\n",
+       "L 159.029716 202.53682 \r\n",
+       "L 162.073352 201.729434 \r\n",
+       "L 165.116989 201.729434 \r\n",
+       "L 168.160625 202.53682 \r\n",
+       "L 171.204261 203.903624 \r\n",
+       "L 174.247898 205.541105 \r\n",
+       "L 177.291534 207.240406 \r\n",
+       "L 180.33517 208.873833 \r\n",
+       "L 183.378807 210.366279 \r\n",
+       "L 186.422443 211.673059 \r\n",
+       "L 189.46608 212.766911 \r\n",
+       "L 192.509716 213.630844 \r\n",
+       "L 195.553352 214.254215 \r\n",
+       "L 198.596989 214.630551 \r\n",
+       "L 201.640625 214.756364 \r\n",
+       "L 204.684261 214.630551 \r\n",
+       "L 207.727898 214.254215 \r\n",
+       "L 210.771534 213.630844 \r\n",
+       "L 213.81517 212.766911 \r\n",
+       "L 216.858807 211.673059 \r\n",
+       "L 219.902443 210.366279 \r\n",
+       "L 222.94608 208.873833 \r\n",
+       "L 225.989716 207.240406 \r\n",
+       "L 229.033352 205.541105 \r\n",
+       "L 232.076989 203.903624 \r\n",
+       "L 235.120625 202.53682 \r\n",
+       "L 238.164261 201.729434 \r\n",
+       "L 241.207898 201.729434 \r\n",
+       "L 244.251534 202.53682 \r\n",
+       "L 247.29517 203.903624 \r\n",
+       "L 250.338807 205.541105 \r\n",
+       "L 253.382443 207.240406 \r\n",
+       "L 256.42608 208.873832 \r\n",
+       "L 259.469716 210.366278 \r\n",
+       "L 262.513352 211.673058 \r\n",
+       "L 265.556989 212.76691 \r\n",
+       "L 268.600625 213.630843 \r\n",
+       "L 271.644261 214.254213 \r\n",
+       "L 274.687898 214.630549 \r\n",
+       "L 277.731534 214.756362 \r\n",
+       "L 280.77517 214.630548 \r\n",
+       "L 283.818807 214.254211 \r\n",
+       "L 286.862443 213.630839 \r\n",
+       "L 289.90608 212.766904 \r\n",
+       "L 292.949716 211.673049 \r\n",
+       "L 295.993352 210.366264 \r\n",
+       "L 299.036989 208.873811 \r\n",
+       "L 302.080625 207.240371 \r\n",
+       "L 305.124261 205.541048 \r\n",
+       "L 308.167898 203.903525 \r\n",
+       "L 311.211534 202.536645 \r\n",
+       "L 314.25517 201.729131 \r\n",
+       "L 317.298807 201.728951 \r\n",
+       "L 320.342443 202.536133 \r\n",
+       "L 323.38608 203.902735 \r\n",
+       "L 326.429716 205.540016 \r\n",
+       "L 329.473352 207.239109 \r\n",
+       "L 332.516989 208.87231 \r\n",
+       "L 335.560625 210.364499 \r\n",
+       "L 338.604261 211.670978 \r\n",
+       "L 341.647898 212.764472 \r\n",
+       "L 344.691534 213.62797 \r\n",
+       "L 347.73517 214.250804 \r\n",
+       "L 350.778807 214.626469 \r\n",
+       "L 353.822443 214.751429 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_16\">\r\n",
+       "    <path clip-path=\"url(#p9dda914488)\" d=\"M 49.458807 123.616729 \r\n",
+       "L 52.502443 129.455995 \r\n",
+       "L 55.54608 135.944341 \r\n",
+       "L 58.589716 142.163327 \r\n",
+       "L 61.633352 148.075156 \r\n",
+       "L 64.676989 153.661662 \r\n",
+       "L 67.720625 158.902717 \r\n",
+       "L 70.764261 163.769345 \r\n",
+       "L 73.807898 168.215777 \r\n",
+       "L 76.851534 172.166177 \r\n",
+       "L 79.89517 175.492342 \r\n",
+       "L 82.938807 177.985069 \r\n",
+       "L 85.982443 179.355413 \r\n",
+       "L 89.02608 179.35533 \r\n",
+       "L 92.069716 177.984853 \r\n",
+       "L 95.113352 175.492053 \r\n",
+       "L 98.156989 172.165867 \r\n",
+       "L 101.200625 168.215481 \r\n",
+       "L 104.244261 163.769085 \r\n",
+       "L 107.287898 158.902513 \r\n",
+       "L 110.331534 153.661541 \r\n",
+       "L 113.37517 148.075166 \r\n",
+       "L 116.418807 142.163587 \r\n",
+       "L 119.462443 135.945244 \r\n",
+       "L 122.50608 129.460032 \r\n",
+       "L 125.549716 123.828057 \r\n",
+       "L 128.593352 129.460347 \r\n",
+       "L 131.636989 135.945589 \r\n",
+       "L 134.680625 142.163959 \r\n",
+       "L 137.724261 148.075568 \r\n",
+       "L 140.767898 153.661975 \r\n",
+       "L 143.811534 158.902983 \r\n",
+       "L 146.85517 163.769591 \r\n",
+       "L 149.898807 168.216025 \r\n",
+       "L 152.942443 172.166446 \r\n",
+       "L 155.98608 175.492654 \r\n",
+       "L 159.029716 177.985452 \r\n",
+       "L 162.073352 179.355885 \r\n",
+       "L 165.116989 179.355885 \r\n",
+       "L 168.160625 177.985452 \r\n",
+       "L 171.204261 175.492654 \r\n",
+       "L 174.247898 172.166445 \r\n",
+       "L 177.291534 168.216025 \r\n",
+       "L 180.33517 163.769591 \r\n",
+       "L 183.378807 158.902983 \r\n",
+       "L 186.422443 153.661975 \r\n",
+       "L 189.46608 148.075568 \r\n",
+       "L 192.509716 142.16396 \r\n",
+       "L 195.553352 135.945589 \r\n",
+       "L 198.596989 129.46035 \r\n",
+       "L 201.640625 123.828207 \r\n",
+       "L 204.684261 129.46035 \r\n",
+       "L 207.727898 135.945589 \r\n",
+       "L 210.771534 142.16396 \r\n",
+       "L 213.81517 148.075568 \r\n",
+       "L 216.858807 153.661975 \r\n",
+       "L 219.902443 158.902983 \r\n",
+       "L 222.94608 163.769591 \r\n",
+       "L 225.989716 168.216025 \r\n",
+       "L 229.033352 172.166445 \r\n",
+       "L 232.076989 175.492654 \r\n",
+       "L 235.120625 177.985452 \r\n",
+       "L 238.164261 179.355885 \r\n",
+       "L 241.207898 179.355885 \r\n",
+       "L 244.251534 177.985452 \r\n",
+       "L 247.29517 175.492654 \r\n",
+       "L 250.338807 172.166446 \r\n",
+       "L 253.382443 168.216025 \r\n",
+       "L 256.42608 163.769591 \r\n",
+       "L 259.469716 158.902983 \r\n",
+       "L 262.513352 153.661975 \r\n",
+       "L 265.556989 148.075568 \r\n",
+       "L 268.600625 142.163959 \r\n",
+       "L 271.644261 135.945589 \r\n",
+       "L 274.687898 129.460347 \r\n",
+       "L 277.731534 123.828057 \r\n",
+       "L 280.77517 129.460032 \r\n",
+       "L 283.818807 135.945244 \r\n",
+       "L 286.862443 142.163587 \r\n",
+       "L 289.90608 148.075166 \r\n",
+       "L 292.949716 153.661541 \r\n",
+       "L 295.993352 158.902513 \r\n",
+       "L 299.036989 163.769085 \r\n",
+       "L 302.080625 168.215481 \r\n",
+       "L 305.124261 172.165867 \r\n",
+       "L 308.167898 175.492053 \r\n",
+       "L 311.211534 177.984853 \r\n",
+       "L 314.25517 179.35533 \r\n",
+       "L 317.298807 179.355413 \r\n",
+       "L 320.342443 177.985069 \r\n",
+       "L 323.38608 175.492342 \r\n",
+       "L 326.429716 172.166177 \r\n",
+       "L 329.473352 168.215777 \r\n",
+       "L 332.516989 163.769345 \r\n",
+       "L 335.560625 158.902717 \r\n",
+       "L 338.604261 153.661662 \r\n",
+       "L 341.647898 148.075156 \r\n",
+       "L 344.691534 142.163327 \r\n",
+       "L 347.73517 135.944341 \r\n",
+       "L 350.778807 129.455995 \r\n",
+       "L 353.822443 123.616729 \r\n",
+       "\" style=\"fill:none;stroke:#ff0000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_17\">\r\n",
+       "    <path clip-path=\"url(#p9dda914488)\" d=\"M 49.458807 120.883957 \r\n",
+       "L 52.502443 114.75661 \r\n",
+       "L 55.54608 107.380184 \r\n",
+       "L 58.589716 99.669643 \r\n",
+       "L 61.633352 91.656351 \r\n",
+       "L 64.676989 83.347885 \r\n",
+       "L 67.720625 74.74745 \r\n",
+       "L 70.764261 65.856851 \r\n",
+       "L 73.807898 56.677271 \r\n",
+       "L 76.851534 47.209563 \r\n",
+       "L 79.89517 37.454379 \r\n",
+       "L 82.938807 27.412237 \r\n",
+       "L 85.982443 17.083636 \r\n",
+       "L 89.02608 17.432637 \r\n",
+       "L 92.069716 27.768353 \r\n",
+       "L 95.113352 37.817884 \r\n",
+       "L 98.156989 47.580759 \r\n",
+       "L 101.200625 57.056471 \r\n",
+       "L 104.244261 66.244386 \r\n",
+       "L 107.287898 75.143663 \r\n",
+       "L 110.331534 83.753124 \r\n",
+       "L 113.37517 92.070961 \r\n",
+       "L 116.418807 100.093912 \r\n",
+       "L 119.462443 107.814137 \r\n",
+       "L 122.50608 115.198186 \r\n",
+       "L 125.549716 121.12942 \r\n",
+       "L 128.593352 115.197913 \r\n",
+       "L 131.636989 107.81388 \r\n",
+       "L 134.680625 100.09367 \r\n",
+       "L 137.724261 92.070735 \r\n",
+       "L 140.767898 83.752912 \r\n",
+       "L 143.811534 75.143464 \r\n",
+       "L 146.85517 66.244199 \r\n",
+       "L 149.898807 57.056296 \r\n",
+       "L 152.942443 47.580594 \r\n",
+       "L 155.98608 37.817729 \r\n",
+       "L 159.029716 27.768207 \r\n",
+       "L 162.073352 17.432504 \r\n",
+       "L 165.116989 17.432643 \r\n",
+       "L 168.160625 27.768354 \r\n",
+       "L 171.204261 37.817885 \r\n",
+       "L 174.247898 47.580759 \r\n",
+       "L 177.291534 57.056471 \r\n",
+       "L 180.33517 66.244386 \r\n",
+       "L 183.378807 75.143663 \r\n",
+       "L 186.422443 83.753124 \r\n",
+       "L 189.46608 92.070961 \r\n",
+       "L 192.509716 100.093912 \r\n",
+       "L 195.553352 107.814138 \r\n",
+       "L 198.596989 115.198188 \r\n",
+       "L 201.640625 121.129569 \r\n",
+       "L 204.684261 115.198188 \r\n",
+       "L 207.727898 107.814138 \r\n",
+       "L 210.771534 100.093912 \r\n",
+       "L 213.81517 92.070961 \r\n",
+       "L 216.858807 83.753124 \r\n",
+       "L 219.902443 75.143663 \r\n",
+       "L 222.94608 66.244386 \r\n",
+       "L 225.989716 57.056471 \r\n",
+       "L 229.033352 47.580759 \r\n",
+       "L 232.076989 37.817885 \r\n",
+       "L 235.120625 27.768354 \r\n",
+       "L 238.164261 17.432643 \r\n",
+       "L 241.207898 17.432504 \r\n",
+       "L 244.251534 27.768207 \r\n",
+       "L 247.29517 37.817729 \r\n",
+       "L 250.338807 47.580594 \r\n",
+       "L 253.382443 57.056296 \r\n",
+       "L 256.42608 66.244199 \r\n",
+       "L 259.469716 75.143464 \r\n",
+       "L 262.513352 83.752912 \r\n",
+       "L 265.556989 92.070735 \r\n",
+       "L 268.600625 100.09367 \r\n",
+       "L 271.644261 107.81388 \r\n",
+       "L 274.687898 115.197913 \r\n",
+       "L 277.731534 121.12942 \r\n",
+       "L 280.77517 115.198186 \r\n",
+       "L 283.818807 107.814137 \r\n",
+       "L 286.862443 100.093912 \r\n",
+       "L 289.90608 92.070961 \r\n",
+       "L 292.949716 83.753124 \r\n",
+       "L 295.993352 75.143663 \r\n",
+       "L 299.036989 66.244386 \r\n",
+       "L 302.080625 57.056471 \r\n",
+       "L 305.124261 47.580759 \r\n",
+       "L 308.167898 37.817884 \r\n",
+       "L 311.211534 27.768353 \r\n",
+       "L 314.25517 17.432637 \r\n",
+       "L 317.298807 17.083636 \r\n",
+       "L 320.342443 27.412237 \r\n",
+       "L 323.38608 37.454379 \r\n",
+       "L 326.429716 47.209563 \r\n",
+       "L 329.473352 56.677271 \r\n",
+       "L 332.516989 65.856851 \r\n",
+       "L 335.560625 74.74745 \r\n",
+       "L 338.604261 83.347885 \r\n",
+       "L 341.647898 91.656351 \r\n",
+       "L 344.691534 99.669643 \r\n",
+       "L 347.73517 107.380184 \r\n",
+       "L 350.778807 114.75661 \r\n",
+       "L 353.822443 120.883957 \r\n",
+       "\" style=\"fill:none;stroke:#0000ff;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_3\">\r\n",
+       "    <path d=\"M 34.240625 224.64 \r\n",
+       "L 34.240625 7.2 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_4\">\r\n",
+       "    <path d=\"M 369.040625 224.64 \r\n",
+       "L 369.040625 7.2 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_5\">\r\n",
+       "    <path d=\"M 34.240625 224.64 \r\n",
+       "L 369.040625 224.64 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_6\">\r\n",
+       "    <path d=\"M 34.240625 7.2 \r\n",
+       "L 369.040625 7.2 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"legend_1\">\r\n",
+       "    <g id=\"patch_7\">\r\n",
+       "     <path d=\"M 290.08125 73.9125 \r\n",
+       "L 362.040625 73.9125 \r\n",
+       "Q 364.040625 73.9125 364.040625 71.9125 \r\n",
+       "L 364.040625 14.2 \r\n",
+       "Q 364.040625 12.2 362.040625 12.2 \r\n",
+       "L 290.08125 12.2 \r\n",
+       "Q 288.08125 12.2 288.08125 14.2 \r\n",
+       "L 288.08125 71.9125 \r\n",
+       "Q 288.08125 73.9125 290.08125 73.9125 \r\n",
+       "z\r\n",
+       "\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_17\">\r\n",
+       "     <!-- Energy Level: -->\r\n",
+       "     <g transform=\"translate(292.08125 23.798437)scale(0.1 -0.1)\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 56.203125 29.59375 \r\n",
+       "L 56.203125 25.203125 \r\n",
+       "L 14.890625 25.203125 \r\n",
+       "Q 15.484375 15.921875 20.484375 11.0625 \r\n",
+       "Q 25.484375 6.203125 34.421875 6.203125 \r\n",
+       "Q 39.59375 6.203125 44.453125 7.46875 \r\n",
+       "Q 49.3125 8.734375 54.109375 11.28125 \r\n",
+       "L 54.109375 2.78125 \r\n",
+       "Q 49.265625 0.734375 44.1875 -0.34375 \r\n",
+       "Q 39.109375 -1.421875 33.890625 -1.421875 \r\n",
+       "Q 20.796875 -1.421875 13.15625 6.1875 \r\n",
+       "Q 5.515625 13.8125 5.515625 26.8125 \r\n",
+       "Q 5.515625 40.234375 12.765625 48.109375 \r\n",
+       "Q 20.015625 56 32.328125 56 \r\n",
+       "Q 43.359375 56 49.78125 48.890625 \r\n",
+       "Q 56.203125 41.796875 56.203125 29.59375 \r\n",
+       "z\r\n",
+       "M 47.21875 32.234375 \r\n",
+       "Q 47.125 39.59375 43.09375 43.984375 \r\n",
+       "Q 39.0625 48.390625 32.421875 48.390625 \r\n",
+       "Q 24.90625 48.390625 20.390625 44.140625 \r\n",
+       "Q 15.875 39.890625 15.1875 32.171875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-101\"/>\r\n",
+       "       <path d=\"M 41.109375 46.296875 \r\n",
+       "Q 39.59375 47.171875 37.8125 47.578125 \r\n",
+       "Q 36.03125 48 33.890625 48 \r\n",
+       "Q 26.265625 48 22.1875 43.046875 \r\n",
+       "Q 18.109375 38.09375 18.109375 28.8125 \r\n",
+       "L 18.109375 0 \r\n",
+       "L 9.078125 0 \r\n",
+       "L 9.078125 54.6875 \r\n",
+       "L 18.109375 54.6875 \r\n",
+       "L 18.109375 46.1875 \r\n",
+       "Q 20.953125 51.171875 25.484375 53.578125 \r\n",
+       "Q 30.03125 56 36.53125 56 \r\n",
+       "Q 37.453125 56 38.578125 55.875 \r\n",
+       "Q 39.703125 55.765625 41.0625 55.515625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-114\"/>\r\n",
+       "       <path d=\"M 32.171875 -5.078125 \r\n",
+       "Q 28.375 -14.84375 24.75 -17.8125 \r\n",
+       "Q 21.140625 -20.796875 15.09375 -20.796875 \r\n",
+       "L 7.90625 -20.796875 \r\n",
+       "L 7.90625 -13.28125 \r\n",
+       "L 13.1875 -13.28125 \r\n",
+       "Q 16.890625 -13.28125 18.9375 -11.515625 \r\n",
+       "Q 21 -9.765625 23.484375 -3.21875 \r\n",
+       "L 25.09375 0.875 \r\n",
+       "L 2.984375 54.6875 \r\n",
+       "L 12.5 54.6875 \r\n",
+       "L 29.59375 11.921875 \r\n",
+       "L 46.6875 54.6875 \r\n",
+       "L 56.203125 54.6875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-121\"/>\r\n",
+       "       <path id=\"DejaVuSans-32\"/>\r\n",
+       "       <path d=\"M 9.8125 72.90625 \r\n",
+       "L 19.671875 72.90625 \r\n",
+       "L 19.671875 8.296875 \r\n",
+       "L 55.171875 8.296875 \r\n",
+       "L 55.171875 0 \r\n",
+       "L 9.8125 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-76\"/>\r\n",
+       "       <path d=\"M 2.984375 54.6875 \r\n",
+       "L 12.5 54.6875 \r\n",
+       "L 29.59375 8.796875 \r\n",
+       "L 46.6875 54.6875 \r\n",
+       "L 56.203125 54.6875 \r\n",
+       "L 35.6875 0 \r\n",
+       "L 23.484375 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-118\"/>\r\n",
+       "       <path d=\"M 9.421875 75.984375 \r\n",
+       "L 18.40625 75.984375 \r\n",
+       "L 18.40625 0 \r\n",
+       "L 9.421875 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-108\"/>\r\n",
+       "       <path d=\"M 11.71875 12.40625 \r\n",
+       "L 22.015625 12.40625 \r\n",
+       "L 22.015625 0 \r\n",
+       "L 11.71875 0 \r\n",
+       "z\r\n",
+       "M 11.71875 51.703125 \r\n",
+       "L 22.015625 51.703125 \r\n",
+       "L 22.015625 39.3125 \r\n",
+       "L 11.71875 39.3125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-58\"/>\r\n",
+       "      </defs>\r\n",
+       "      <use xlink:href=\"#DejaVuSans-69\"/>\r\n",
+       "      <use x=\"63.183594\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
+       "      <use x=\"126.5625\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
+       "      <use x=\"188.085938\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
+       "      <use x=\"227.449219\" xlink:href=\"#DejaVuSans-103\"/>\r\n",
+       "      <use x=\"290.925781\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
+       "      <use x=\"350.105469\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
+       "      <use x=\"381.892578\" xlink:href=\"#DejaVuSans-76\"/>\r\n",
+       "      <use x=\"435.855469\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
+       "      <use x=\"497.378906\" xlink:href=\"#DejaVuSans-118\"/>\r\n",
+       "      <use x=\"556.558594\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
+       "      <use x=\"618.082031\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
+       "      <use x=\"645.865234\" xlink:href=\"#DejaVuSans-58\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_18\">\r\n",
+       "     <path d=\"M 299.819531 34.976562 \r\n",
+       "L 319.819531 34.976562 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_19\"/>\r\n",
+       "    <g id=\"text_18\">\r\n",
+       "     <!-- m=0 -->\r\n",
+       "     <g transform=\"translate(327.819531 38.476562)scale(0.1 -0.1)\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 10.59375 45.40625 \r\n",
+       "L 73.1875 45.40625 \r\n",
+       "L 73.1875 37.203125 \r\n",
+       "L 10.59375 37.203125 \r\n",
+       "z\r\n",
+       "M 10.59375 25.484375 \r\n",
+       "L 73.1875 25.484375 \r\n",
+       "L 73.1875 17.1875 \r\n",
+       "L 10.59375 17.1875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-61\"/>\r\n",
+       "      </defs>\r\n",
+       "      <use xlink:href=\"#DejaVuSans-109\"/>\r\n",
+       "      <use x=\"97.412109\" xlink:href=\"#DejaVuSans-61\"/>\r\n",
+       "      <use x=\"181.201172\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_20\">\r\n",
+       "     <path d=\"M 299.819531 49.654687 \r\n",
+       "L 319.819531 49.654687 \r\n",
+       "\" style=\"fill:none;stroke:#ff0000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_21\"/>\r\n",
+       "    <g id=\"text_19\">\r\n",
+       "     <!-- m=1 -->\r\n",
+       "     <g transform=\"translate(327.819531 53.154687)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-109\"/>\r\n",
+       "      <use x=\"97.412109\" xlink:href=\"#DejaVuSans-61\"/>\r\n",
+       "      <use x=\"181.201172\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_22\">\r\n",
+       "     <path d=\"M 299.819531 64.332812 \r\n",
+       "L 319.819531 64.332812 \r\n",
+       "\" style=\"fill:none;stroke:#0000ff;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_23\"/>\r\n",
+       "    <g id=\"text_20\">\r\n",
+       "     <!-- m=2 -->\r\n",
+       "     <g transform=\"translate(327.819531 67.832812)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-109\"/>\r\n",
+       "      <use x=\"97.412109\" xlink:href=\"#DejaVuSans-61\"/>\r\n",
+       "      <use x=\"181.201172\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "  </g>\r\n",
+       " </g>\r\n",
+       " <defs>\r\n",
+       "  <clipPath id=\"p9dda914488\">\r\n",
+       "   <rect height=\"217.44\" width=\"334.8\" x=\"34.240625\" y=\"7.2\"/>\r\n",
+       "  </clipPath>\r\n",
+       " </defs>\r\n",
+       "</svg>\r\n"
+      ],
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
     }
    ],
    "source": [
@@ -192,7 +1307,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
@@ -241,7 +1356,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
@@ -283,18 +1398,1358 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "<matplotlib.legend.Legend at 0x19ec4406788>"
+       "<matplotlib.legend.Legend at 0x1c1fdd969c8>"
       ]
      },
-     "execution_count": 6,
+     "execution_count": 7,
      "metadata": {},
      "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/svg+xml": [
+       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
+       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
+       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
+       "<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
+       "<svg height=\"262.274375pt\" version=\"1.1\" viewBox=\"0 0 394.239062 262.274375\" width=\"394.239062pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
+       " <metadata>\r\n",
+       "  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n",
+       "   <cc:Work>\r\n",
+       "    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n",
+       "    <dc:date>2021-08-20T09:18:54.198570</dc:date>\r\n",
+       "    <dc:format>image/svg+xml</dc:format>\r\n",
+       "    <dc:creator>\r\n",
+       "     <cc:Agent>\r\n",
+       "      <dc:title>Matplotlib v3.3.3, https://matplotlib.org/</dc:title>\r\n",
+       "     </cc:Agent>\r\n",
+       "    </dc:creator>\r\n",
+       "   </cc:Work>\r\n",
+       "  </rdf:RDF>\r\n",
+       " </metadata>\r\n",
+       " <defs>\r\n",
+       "  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\r\n",
+       " </defs>\r\n",
+       " <g id=\"figure_1\">\r\n",
+       "  <g id=\"patch_1\">\r\n",
+       "   <path d=\"M 0 262.274375 \r\n",
+       "L 394.239062 262.274375 \r\n",
+       "L 394.239062 0 \r\n",
+       "L 0 0 \r\n",
+       "z\r\n",
+       "\" style=\"fill:none;\"/>\r\n",
+       "  </g>\r\n",
+       "  <g id=\"axes_1\">\r\n",
+       "   <g id=\"patch_2\">\r\n",
+       "    <path d=\"M 52.239063 224.64 \r\n",
+       "L 387.039062 224.64 \r\n",
+       "L 387.039062 7.2 \r\n",
+       "L 52.239063 7.2 \r\n",
+       "z\r\n",
+       "\" style=\"fill:#ffffff;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"matplotlib.axis_1\">\r\n",
+       "    <g id=\"xtick_1\">\r\n",
+       "     <g id=\"line2d_1\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 0 0 \r\n",
+       "L 0 3.5 \r\n",
+       "\" id=\"m0b4f34837d\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"74.316131\" xlink:href=\"#m0b4f34837d\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_1\">\r\n",
+       "      <!-- −3 -->\r\n",
+       "      <g transform=\"translate(66.945037 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 10.59375 35.5 \r\n",
+       "L 73.1875 35.5 \r\n",
+       "L 73.1875 27.203125 \r\n",
+       "L 10.59375 27.203125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-8722\"/>\r\n",
+       "        <path d=\"M 40.578125 39.3125 \r\n",
+       "Q 47.65625 37.796875 51.625 33 \r\n",
+       "Q 55.609375 28.21875 55.609375 21.1875 \r\n",
+       "Q 55.609375 10.40625 48.1875 4.484375 \r\n",
+       "Q 40.765625 -1.421875 27.09375 -1.421875 \r\n",
+       "Q 22.515625 -1.421875 17.65625 -0.515625 \r\n",
+       "Q 12.796875 0.390625 7.625 2.203125 \r\n",
+       "L 7.625 11.71875 \r\n",
+       "Q 11.71875 9.328125 16.59375 8.109375 \r\n",
+       "Q 21.484375 6.890625 26.8125 6.890625 \r\n",
+       "Q 36.078125 6.890625 40.9375 10.546875 \r\n",
+       "Q 45.796875 14.203125 45.796875 21.1875 \r\n",
+       "Q 45.796875 27.640625 41.28125 31.265625 \r\n",
+       "Q 36.765625 34.90625 28.71875 34.90625 \r\n",
+       "L 20.21875 34.90625 \r\n",
+       "L 20.21875 43.015625 \r\n",
+       "L 29.109375 43.015625 \r\n",
+       "Q 36.375 43.015625 40.234375 45.921875 \r\n",
+       "Q 44.09375 48.828125 44.09375 54.296875 \r\n",
+       "Q 44.09375 59.90625 40.109375 62.90625 \r\n",
+       "Q 36.140625 65.921875 28.71875 65.921875 \r\n",
+       "Q 24.65625 65.921875 20.015625 65.03125 \r\n",
+       "Q 15.375 64.15625 9.8125 62.3125 \r\n",
+       "L 9.8125 71.09375 \r\n",
+       "Q 15.4375 72.65625 20.34375 73.4375 \r\n",
+       "Q 25.25 74.21875 29.59375 74.21875 \r\n",
+       "Q 40.828125 74.21875 47.359375 69.109375 \r\n",
+       "Q 53.90625 64.015625 53.90625 55.328125 \r\n",
+       "Q 53.90625 49.265625 50.4375 45.09375 \r\n",
+       "Q 46.96875 40.921875 40.578125 39.3125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-51\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
+       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-51\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_2\">\r\n",
+       "     <g id=\"line2d_2\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"122.757108\" xlink:href=\"#m0b4f34837d\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_2\">\r\n",
+       "      <!-- −2 -->\r\n",
+       "      <g transform=\"translate(115.386014 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 19.1875 8.296875 \r\n",
+       "L 53.609375 8.296875 \r\n",
+       "L 53.609375 0 \r\n",
+       "L 7.328125 0 \r\n",
+       "L 7.328125 8.296875 \r\n",
+       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
+       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
+       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
+       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
+       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
+       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
+       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
+       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
+       "L 7.8125 69.390625 \r\n",
+       "Q 13.765625 71.78125 18.9375 73 \r\n",
+       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
+       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
+       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
+       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
+       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
+       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
+       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-50\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
+       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_3\">\r\n",
+       "     <g id=\"line2d_3\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"171.198085\" xlink:href=\"#m0b4f34837d\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_3\">\r\n",
+       "      <!-- −1 -->\r\n",
+       "      <g transform=\"translate(163.826992 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 12.40625 8.296875 \r\n",
+       "L 28.515625 8.296875 \r\n",
+       "L 28.515625 63.921875 \r\n",
+       "L 10.984375 60.40625 \r\n",
+       "L 10.984375 69.390625 \r\n",
+       "L 28.421875 72.90625 \r\n",
+       "L 38.28125 72.90625 \r\n",
+       "L 38.28125 8.296875 \r\n",
+       "L 54.390625 8.296875 \r\n",
+       "L 54.390625 0 \r\n",
+       "L 12.40625 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-49\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
+       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_4\">\r\n",
+       "     <g id=\"line2d_4\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"219.639063\" xlink:href=\"#m0b4f34837d\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_4\">\r\n",
+       "      <!-- 0 -->\r\n",
+       "      <g transform=\"translate(216.457813 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 31.78125 66.40625 \r\n",
+       "Q 24.171875 66.40625 20.328125 58.90625 \r\n",
+       "Q 16.5 51.421875 16.5 36.375 \r\n",
+       "Q 16.5 21.390625 20.328125 13.890625 \r\n",
+       "Q 24.171875 6.390625 31.78125 6.390625 \r\n",
+       "Q 39.453125 6.390625 43.28125 13.890625 \r\n",
+       "Q 47.125 21.390625 47.125 36.375 \r\n",
+       "Q 47.125 51.421875 43.28125 58.90625 \r\n",
+       "Q 39.453125 66.40625 31.78125 66.40625 \r\n",
+       "z\r\n",
+       "M 31.78125 74.21875 \r\n",
+       "Q 44.046875 74.21875 50.515625 64.515625 \r\n",
+       "Q 56.984375 54.828125 56.984375 36.375 \r\n",
+       "Q 56.984375 17.96875 50.515625 8.265625 \r\n",
+       "Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
+       "Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
+       "Q 6.59375 17.96875 6.59375 36.375 \r\n",
+       "Q 6.59375 54.828125 13.0625 64.515625 \r\n",
+       "Q 19.53125 74.21875 31.78125 74.21875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-48\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_5\">\r\n",
+       "     <g id=\"line2d_5\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"268.08004\" xlink:href=\"#m0b4f34837d\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_5\">\r\n",
+       "      <!-- 1 -->\r\n",
+       "      <g transform=\"translate(264.89879 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_6\">\r\n",
+       "     <g id=\"line2d_6\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"316.521017\" xlink:href=\"#m0b4f34837d\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_6\">\r\n",
+       "      <!-- 2 -->\r\n",
+       "      <g transform=\"translate(313.339767 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_7\">\r\n",
+       "     <g id=\"line2d_7\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"364.961994\" xlink:href=\"#m0b4f34837d\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_7\">\r\n",
+       "      <!-- 3 -->\r\n",
+       "      <g transform=\"translate(361.780744 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-51\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_8\">\r\n",
+       "     <!-- Junction phase θ (wrapped in the interval [-π, π]) -->\r\n",
+       "     <g transform=\"translate(97.789844 252.994687)scale(0.1 -0.1)\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 9.8125 72.90625 \r\n",
+       "L 19.671875 72.90625 \r\n",
+       "L 19.671875 5.078125 \r\n",
+       "Q 19.671875 -8.109375 14.671875 -14.0625 \r\n",
+       "Q 9.671875 -20.015625 -1.421875 -20.015625 \r\n",
+       "L -5.171875 -20.015625 \r\n",
+       "L -5.171875 -11.71875 \r\n",
+       "L -2.09375 -11.71875 \r\n",
+       "Q 4.4375 -11.71875 7.125 -8.046875 \r\n",
+       "Q 9.8125 -4.390625 9.8125 5.078125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-74\"/>\r\n",
+       "       <path d=\"M 8.5 21.578125 \r\n",
+       "L 8.5 54.6875 \r\n",
+       "L 17.484375 54.6875 \r\n",
+       "L 17.484375 21.921875 \r\n",
+       "Q 17.484375 14.15625 20.5 10.265625 \r\n",
+       "Q 23.53125 6.390625 29.59375 6.390625 \r\n",
+       "Q 36.859375 6.390625 41.078125 11.03125 \r\n",
+       "Q 45.3125 15.671875 45.3125 23.6875 \r\n",
+       "L 45.3125 54.6875 \r\n",
+       "L 54.296875 54.6875 \r\n",
+       "L 54.296875 0 \r\n",
+       "L 45.3125 0 \r\n",
+       "L 45.3125 8.40625 \r\n",
+       "Q 42.046875 3.421875 37.71875 1 \r\n",
+       "Q 33.40625 -1.421875 27.6875 -1.421875 \r\n",
+       "Q 18.265625 -1.421875 13.375 4.4375 \r\n",
+       "Q 8.5 10.296875 8.5 21.578125 \r\n",
+       "z\r\n",
+       "M 31.109375 56 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-117\"/>\r\n",
+       "       <path d=\"M 54.890625 33.015625 \r\n",
+       "L 54.890625 0 \r\n",
+       "L 45.90625 0 \r\n",
+       "L 45.90625 32.71875 \r\n",
+       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
+       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
+       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
+       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
+       "L 18.109375 0 \r\n",
+       "L 9.078125 0 \r\n",
+       "L 9.078125 54.6875 \r\n",
+       "L 18.109375 54.6875 \r\n",
+       "L 18.109375 46.1875 \r\n",
+       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
+       "Q 30.078125 56 35.796875 56 \r\n",
+       "Q 45.21875 56 50.046875 50.171875 \r\n",
+       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-110\"/>\r\n",
+       "       <path d=\"M 48.78125 52.59375 \r\n",
+       "L 48.78125 44.1875 \r\n",
+       "Q 44.96875 46.296875 41.140625 47.34375 \r\n",
+       "Q 37.3125 48.390625 33.40625 48.390625 \r\n",
+       "Q 24.65625 48.390625 19.8125 42.84375 \r\n",
+       "Q 14.984375 37.3125 14.984375 27.296875 \r\n",
+       "Q 14.984375 17.28125 19.8125 11.734375 \r\n",
+       "Q 24.65625 6.203125 33.40625 6.203125 \r\n",
+       "Q 37.3125 6.203125 41.140625 7.25 \r\n",
+       "Q 44.96875 8.296875 48.78125 10.40625 \r\n",
+       "L 48.78125 2.09375 \r\n",
+       "Q 45.015625 0.34375 40.984375 -0.53125 \r\n",
+       "Q 36.96875 -1.421875 32.421875 -1.421875 \r\n",
+       "Q 20.0625 -1.421875 12.78125 6.34375 \r\n",
+       "Q 5.515625 14.109375 5.515625 27.296875 \r\n",
+       "Q 5.515625 40.671875 12.859375 48.328125 \r\n",
+       "Q 20.21875 56 33.015625 56 \r\n",
+       "Q 37.15625 56 41.109375 55.140625 \r\n",
+       "Q 45.0625 54.296875 48.78125 52.59375 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-99\"/>\r\n",
+       "       <path d=\"M 18.3125 70.21875 \r\n",
+       "L 18.3125 54.6875 \r\n",
+       "L 36.8125 54.6875 \r\n",
+       "L 36.8125 47.703125 \r\n",
+       "L 18.3125 47.703125 \r\n",
+       "L 18.3125 18.015625 \r\n",
+       "Q 18.3125 11.328125 20.140625 9.421875 \r\n",
+       "Q 21.96875 7.515625 27.59375 7.515625 \r\n",
+       "L 36.8125 7.515625 \r\n",
+       "L 36.8125 0 \r\n",
+       "L 27.59375 0 \r\n",
+       "Q 17.1875 0 13.234375 3.875 \r\n",
+       "Q 9.28125 7.765625 9.28125 18.015625 \r\n",
+       "L 9.28125 47.703125 \r\n",
+       "L 2.6875 47.703125 \r\n",
+       "L 2.6875 54.6875 \r\n",
+       "L 9.28125 54.6875 \r\n",
+       "L 9.28125 70.21875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-116\"/>\r\n",
+       "       <path d=\"M 9.421875 54.6875 \r\n",
+       "L 18.40625 54.6875 \r\n",
+       "L 18.40625 0 \r\n",
+       "L 9.421875 0 \r\n",
+       "z\r\n",
+       "M 9.421875 75.984375 \r\n",
+       "L 18.40625 75.984375 \r\n",
+       "L 18.40625 64.59375 \r\n",
+       "L 9.421875 64.59375 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-105\"/>\r\n",
+       "       <path d=\"M 30.609375 48.390625 \r\n",
+       "Q 23.390625 48.390625 19.1875 42.75 \r\n",
+       "Q 14.984375 37.109375 14.984375 27.296875 \r\n",
+       "Q 14.984375 17.484375 19.15625 11.84375 \r\n",
+       "Q 23.34375 6.203125 30.609375 6.203125 \r\n",
+       "Q 37.796875 6.203125 41.984375 11.859375 \r\n",
+       "Q 46.1875 17.53125 46.1875 27.296875 \r\n",
+       "Q 46.1875 37.015625 41.984375 42.703125 \r\n",
+       "Q 37.796875 48.390625 30.609375 48.390625 \r\n",
+       "z\r\n",
+       "M 30.609375 56 \r\n",
+       "Q 42.328125 56 49.015625 48.375 \r\n",
+       "Q 55.71875 40.765625 55.71875 27.296875 \r\n",
+       "Q 55.71875 13.875 49.015625 6.21875 \r\n",
+       "Q 42.328125 -1.421875 30.609375 -1.421875 \r\n",
+       "Q 18.84375 -1.421875 12.171875 6.21875 \r\n",
+       "Q 5.515625 13.875 5.515625 27.296875 \r\n",
+       "Q 5.515625 40.765625 12.171875 48.375 \r\n",
+       "Q 18.84375 56 30.609375 56 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-111\"/>\r\n",
+       "       <path id=\"DejaVuSans-32\"/>\r\n",
+       "       <path d=\"M 18.109375 8.203125 \r\n",
+       "L 18.109375 -20.796875 \r\n",
+       "L 9.078125 -20.796875 \r\n",
+       "L 9.078125 54.6875 \r\n",
+       "L 18.109375 54.6875 \r\n",
+       "L 18.109375 46.390625 \r\n",
+       "Q 20.953125 51.265625 25.265625 53.625 \r\n",
+       "Q 29.59375 56 35.59375 56 \r\n",
+       "Q 45.5625 56 51.78125 48.09375 \r\n",
+       "Q 58.015625 40.1875 58.015625 27.296875 \r\n",
+       "Q 58.015625 14.40625 51.78125 6.484375 \r\n",
+       "Q 45.5625 -1.421875 35.59375 -1.421875 \r\n",
+       "Q 29.59375 -1.421875 25.265625 0.953125 \r\n",
+       "Q 20.953125 3.328125 18.109375 8.203125 \r\n",
+       "z\r\n",
+       "M 48.6875 27.296875 \r\n",
+       "Q 48.6875 37.203125 44.609375 42.84375 \r\n",
+       "Q 40.53125 48.484375 33.40625 48.484375 \r\n",
+       "Q 26.265625 48.484375 22.1875 42.84375 \r\n",
+       "Q 18.109375 37.203125 18.109375 27.296875 \r\n",
+       "Q 18.109375 17.390625 22.1875 11.75 \r\n",
+       "Q 26.265625 6.109375 33.40625 6.109375 \r\n",
+       "Q 40.53125 6.109375 44.609375 11.75 \r\n",
+       "Q 48.6875 17.390625 48.6875 27.296875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-112\"/>\r\n",
+       "       <path d=\"M 54.890625 33.015625 \r\n",
+       "L 54.890625 0 \r\n",
+       "L 45.90625 0 \r\n",
+       "L 45.90625 32.71875 \r\n",
+       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
+       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
+       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
+       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
+       "L 18.109375 0 \r\n",
+       "L 9.078125 0 \r\n",
+       "L 9.078125 75.984375 \r\n",
+       "L 18.109375 75.984375 \r\n",
+       "L 18.109375 46.1875 \r\n",
+       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
+       "Q 30.078125 56 35.796875 56 \r\n",
+       "Q 45.21875 56 50.046875 50.171875 \r\n",
+       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-104\"/>\r\n",
+       "       <path d=\"M 34.28125 27.484375 \r\n",
+       "Q 23.390625 27.484375 19.1875 25 \r\n",
+       "Q 14.984375 22.515625 14.984375 16.5 \r\n",
+       "Q 14.984375 11.71875 18.140625 8.90625 \r\n",
+       "Q 21.296875 6.109375 26.703125 6.109375 \r\n",
+       "Q 34.1875 6.109375 38.703125 11.40625 \r\n",
+       "Q 43.21875 16.703125 43.21875 25.484375 \r\n",
+       "L 43.21875 27.484375 \r\n",
+       "z\r\n",
+       "M 52.203125 31.203125 \r\n",
+       "L 52.203125 0 \r\n",
+       "L 43.21875 0 \r\n",
+       "L 43.21875 8.296875 \r\n",
+       "Q 40.140625 3.328125 35.546875 0.953125 \r\n",
+       "Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
+       "Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
+       "Q 6 8.015625 6 15.921875 \r\n",
+       "Q 6 25.140625 12.171875 29.828125 \r\n",
+       "Q 18.359375 34.515625 30.609375 34.515625 \r\n",
+       "L 43.21875 34.515625 \r\n",
+       "L 43.21875 35.40625 \r\n",
+       "Q 43.21875 41.609375 39.140625 45 \r\n",
+       "Q 35.0625 48.390625 27.6875 48.390625 \r\n",
+       "Q 23 48.390625 18.546875 47.265625 \r\n",
+       "Q 14.109375 46.140625 10.015625 43.890625 \r\n",
+       "L 10.015625 52.203125 \r\n",
+       "Q 14.9375 54.109375 19.578125 55.046875 \r\n",
+       "Q 24.21875 56 28.609375 56 \r\n",
+       "Q 40.484375 56 46.34375 49.84375 \r\n",
+       "Q 52.203125 43.703125 52.203125 31.203125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-97\"/>\r\n",
+       "       <path d=\"M 44.28125 53.078125 \r\n",
+       "L 44.28125 44.578125 \r\n",
+       "Q 40.484375 46.53125 36.375 47.5 \r\n",
+       "Q 32.28125 48.484375 27.875 48.484375 \r\n",
+       "Q 21.1875 48.484375 17.84375 46.4375 \r\n",
+       "Q 14.5 44.390625 14.5 40.28125 \r\n",
+       "Q 14.5 37.15625 16.890625 35.375 \r\n",
+       "Q 19.28125 33.59375 26.515625 31.984375 \r\n",
+       "L 29.59375 31.296875 \r\n",
+       "Q 39.15625 29.25 43.1875 25.515625 \r\n",
+       "Q 47.21875 21.78125 47.21875 15.09375 \r\n",
+       "Q 47.21875 7.46875 41.1875 3.015625 \r\n",
+       "Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
+       "Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
+       "Q 10.6875 0.296875 5.421875 2 \r\n",
+       "L 5.421875 11.28125 \r\n",
+       "Q 10.40625 8.6875 15.234375 7.390625 \r\n",
+       "Q 20.0625 6.109375 24.8125 6.109375 \r\n",
+       "Q 31.15625 6.109375 34.5625 8.28125 \r\n",
+       "Q 37.984375 10.453125 37.984375 14.40625 \r\n",
+       "Q 37.984375 18.0625 35.515625 20.015625 \r\n",
+       "Q 33.0625 21.96875 24.703125 23.78125 \r\n",
+       "L 21.578125 24.515625 \r\n",
+       "Q 13.234375 26.265625 9.515625 29.90625 \r\n",
+       "Q 5.8125 33.546875 5.8125 39.890625 \r\n",
+       "Q 5.8125 47.609375 11.28125 51.796875 \r\n",
+       "Q 16.75 56 26.8125 56 \r\n",
+       "Q 31.78125 56 36.171875 55.265625 \r\n",
+       "Q 40.578125 54.546875 44.28125 53.078125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-115\"/>\r\n",
+       "       <path d=\"M 56.203125 29.59375 \r\n",
+       "L 56.203125 25.203125 \r\n",
+       "L 14.890625 25.203125 \r\n",
+       "Q 15.484375 15.921875 20.484375 11.0625 \r\n",
+       "Q 25.484375 6.203125 34.421875 6.203125 \r\n",
+       "Q 39.59375 6.203125 44.453125 7.46875 \r\n",
+       "Q 49.3125 8.734375 54.109375 11.28125 \r\n",
+       "L 54.109375 2.78125 \r\n",
+       "Q 49.265625 0.734375 44.1875 -0.34375 \r\n",
+       "Q 39.109375 -1.421875 33.890625 -1.421875 \r\n",
+       "Q 20.796875 -1.421875 13.15625 6.1875 \r\n",
+       "Q 5.515625 13.8125 5.515625 26.8125 \r\n",
+       "Q 5.515625 40.234375 12.765625 48.109375 \r\n",
+       "Q 20.015625 56 32.328125 56 \r\n",
+       "Q 43.359375 56 49.78125 48.890625 \r\n",
+       "Q 56.203125 41.796875 56.203125 29.59375 \r\n",
+       "z\r\n",
+       "M 47.21875 32.234375 \r\n",
+       "Q 47.125 39.59375 43.09375 43.984375 \r\n",
+       "Q 39.0625 48.390625 32.421875 48.390625 \r\n",
+       "Q 24.90625 48.390625 20.390625 44.140625 \r\n",
+       "Q 15.875 39.890625 15.1875 32.171875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-101\"/>\r\n",
+       "       <path d=\"M 46.140625 34.671875 \r\n",
+       "L 15.046875 34.671875 \r\n",
+       "Q 15.765625 20.0625 19.140625 13.875 \r\n",
+       "Q 23.34375 6.25 30.609375 6.25 \r\n",
+       "Q 37.9375 6.25 42 13.921875 \r\n",
+       "Q 45.5625 20.65625 46.140625 34.671875 \r\n",
+       "z\r\n",
+       "M 46 42.96875 \r\n",
+       "Q 44.625 56.84375 42 61.71875 \r\n",
+       "Q 37.796875 69.4375 30.609375 69.4375 \r\n",
+       "Q 23.140625 69.4375 19.1875 61.8125 \r\n",
+       "Q 16.0625 55.671875 15.140625 42.96875 \r\n",
+       "z\r\n",
+       "M 30.609375 76.765625 \r\n",
+       "Q 42.328125 76.765625 49.03125 66.40625 \r\n",
+       "Q 55.71875 56.109375 55.71875 37.84375 \r\n",
+       "Q 55.71875 19.625 49.03125 9.28125 \r\n",
+       "Q 42.328125 -1.125 30.609375 -1.125 \r\n",
+       "Q 18.84375 -1.125 12.203125 9.28125 \r\n",
+       "Q 5.515625 19.625 5.515625 37.84375 \r\n",
+       "Q 5.515625 56.109375 12.203125 66.40625 \r\n",
+       "Q 18.84375 76.765625 30.609375 76.765625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-952\"/>\r\n",
+       "       <path d=\"M 31 75.875 \r\n",
+       "Q 24.46875 64.65625 21.28125 53.65625 \r\n",
+       "Q 18.109375 42.671875 18.109375 31.390625 \r\n",
+       "Q 18.109375 20.125 21.3125 9.0625 \r\n",
+       "Q 24.515625 -2 31 -13.1875 \r\n",
+       "L 23.1875 -13.1875 \r\n",
+       "Q 15.875 -1.703125 12.234375 9.375 \r\n",
+       "Q 8.59375 20.453125 8.59375 31.390625 \r\n",
+       "Q 8.59375 42.28125 12.203125 53.3125 \r\n",
+       "Q 15.828125 64.359375 23.1875 75.875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-40\"/>\r\n",
+       "       <path d=\"M 4.203125 54.6875 \r\n",
+       "L 13.1875 54.6875 \r\n",
+       "L 24.421875 12.015625 \r\n",
+       "L 35.59375 54.6875 \r\n",
+       "L 46.1875 54.6875 \r\n",
+       "L 57.421875 12.015625 \r\n",
+       "L 68.609375 54.6875 \r\n",
+       "L 77.59375 54.6875 \r\n",
+       "L 63.28125 0 \r\n",
+       "L 52.6875 0 \r\n",
+       "L 40.921875 44.828125 \r\n",
+       "L 29.109375 0 \r\n",
+       "L 18.5 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-119\"/>\r\n",
+       "       <path d=\"M 41.109375 46.296875 \r\n",
+       "Q 39.59375 47.171875 37.8125 47.578125 \r\n",
+       "Q 36.03125 48 33.890625 48 \r\n",
+       "Q 26.265625 48 22.1875 43.046875 \r\n",
+       "Q 18.109375 38.09375 18.109375 28.8125 \r\n",
+       "L 18.109375 0 \r\n",
+       "L 9.078125 0 \r\n",
+       "L 9.078125 54.6875 \r\n",
+       "L 18.109375 54.6875 \r\n",
+       "L 18.109375 46.1875 \r\n",
+       "Q 20.953125 51.171875 25.484375 53.578125 \r\n",
+       "Q 30.03125 56 36.53125 56 \r\n",
+       "Q 37.453125 56 38.578125 55.875 \r\n",
+       "Q 39.703125 55.765625 41.0625 55.515625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-114\"/>\r\n",
+       "       <path d=\"M 45.40625 46.390625 \r\n",
+       "L 45.40625 75.984375 \r\n",
+       "L 54.390625 75.984375 \r\n",
+       "L 54.390625 0 \r\n",
+       "L 45.40625 0 \r\n",
+       "L 45.40625 8.203125 \r\n",
+       "Q 42.578125 3.328125 38.25 0.953125 \r\n",
+       "Q 33.9375 -1.421875 27.875 -1.421875 \r\n",
+       "Q 17.96875 -1.421875 11.734375 6.484375 \r\n",
+       "Q 5.515625 14.40625 5.515625 27.296875 \r\n",
+       "Q 5.515625 40.1875 11.734375 48.09375 \r\n",
+       "Q 17.96875 56 27.875 56 \r\n",
+       "Q 33.9375 56 38.25 53.625 \r\n",
+       "Q 42.578125 51.265625 45.40625 46.390625 \r\n",
+       "z\r\n",
+       "M 14.796875 27.296875 \r\n",
+       "Q 14.796875 17.390625 18.875 11.75 \r\n",
+       "Q 22.953125 6.109375 30.078125 6.109375 \r\n",
+       "Q 37.203125 6.109375 41.296875 11.75 \r\n",
+       "Q 45.40625 17.390625 45.40625 27.296875 \r\n",
+       "Q 45.40625 37.203125 41.296875 42.84375 \r\n",
+       "Q 37.203125 48.484375 30.078125 48.484375 \r\n",
+       "Q 22.953125 48.484375 18.875 42.84375 \r\n",
+       "Q 14.796875 37.203125 14.796875 27.296875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-100\"/>\r\n",
+       "       <path d=\"M 2.984375 54.6875 \r\n",
+       "L 12.5 54.6875 \r\n",
+       "L 29.59375 8.796875 \r\n",
+       "L 46.6875 54.6875 \r\n",
+       "L 56.203125 54.6875 \r\n",
+       "L 35.6875 0 \r\n",
+       "L 23.484375 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-118\"/>\r\n",
+       "       <path d=\"M 9.421875 75.984375 \r\n",
+       "L 18.40625 75.984375 \r\n",
+       "L 18.40625 0 \r\n",
+       "L 9.421875 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-108\"/>\r\n",
+       "       <path d=\"M 8.59375 75.984375 \r\n",
+       "L 29.296875 75.984375 \r\n",
+       "L 29.296875 69 \r\n",
+       "L 17.578125 69 \r\n",
+       "L 17.578125 -6.203125 \r\n",
+       "L 29.296875 -6.203125 \r\n",
+       "L 29.296875 -13.1875 \r\n",
+       "L 8.59375 -13.1875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-91\"/>\r\n",
+       "       <path d=\"M 4.890625 31.390625 \r\n",
+       "L 31.203125 31.390625 \r\n",
+       "L 31.203125 23.390625 \r\n",
+       "L 4.890625 23.390625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-45\"/>\r\n",
+       "       <path d=\"M 3.609375 54.6875 \r\n",
+       "L 56 54.6875 \r\n",
+       "L 56 45.703125 \r\n",
+       "L 49.125 45.703125 \r\n",
+       "L 49.125 12.109375 \r\n",
+       "Q 49.125 8.59375 50.3125 7.046875 \r\n",
+       "Q 51.515625 5.515625 54.203125 5.515625 \r\n",
+       "Q 54.9375 5.515625 56 5.640625 \r\n",
+       "Q 57.078125 5.765625 57.421875 5.8125 \r\n",
+       "L 57.421875 -0.6875 \r\n",
+       "Q 55.71875 -1.3125 53.90625 -1.609375 \r\n",
+       "Q 52.09375 -1.90625 50.296875 -1.90625 \r\n",
+       "Q 44.4375 -1.90625 42.1875 1.296875 \r\n",
+       "Q 39.9375 4.5 39.9375 13.09375 \r\n",
+       "L 39.9375 45.703125 \r\n",
+       "L 19.78125 45.703125 \r\n",
+       "L 19.78125 0 \r\n",
+       "L 10.59375 0 \r\n",
+       "L 10.59375 45.703125 \r\n",
+       "L 3.609375 45.703125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-960\"/>\r\n",
+       "       <path d=\"M 11.71875 12.40625 \r\n",
+       "L 22.015625 12.40625 \r\n",
+       "L 22.015625 4 \r\n",
+       "L 14.015625 -11.625 \r\n",
+       "L 7.71875 -11.625 \r\n",
+       "L 11.71875 4 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-44\"/>\r\n",
+       "       <path d=\"M 30.421875 75.984375 \r\n",
+       "L 30.421875 -13.1875 \r\n",
+       "L 9.71875 -13.1875 \r\n",
+       "L 9.71875 -6.203125 \r\n",
+       "L 21.390625 -6.203125 \r\n",
+       "L 21.390625 69 \r\n",
+       "L 9.71875 69 \r\n",
+       "L 9.71875 75.984375 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-93\"/>\r\n",
+       "       <path d=\"M 8.015625 75.875 \r\n",
+       "L 15.828125 75.875 \r\n",
+       "Q 23.140625 64.359375 26.78125 53.3125 \r\n",
+       "Q 30.421875 42.28125 30.421875 31.390625 \r\n",
+       "Q 30.421875 20.453125 26.78125 9.375 \r\n",
+       "Q 23.140625 -1.703125 15.828125 -13.1875 \r\n",
+       "L 8.015625 -13.1875 \r\n",
+       "Q 14.5 -2 17.703125 9.0625 \r\n",
+       "Q 20.90625 20.125 20.90625 31.390625 \r\n",
+       "Q 20.90625 42.671875 17.703125 53.65625 \r\n",
+       "Q 14.5 64.65625 8.015625 75.875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-41\"/>\r\n",
+       "      </defs>\r\n",
+       "      <use xlink:href=\"#DejaVuSans-74\"/>\r\n",
+       "      <use x=\"29.492188\" xlink:href=\"#DejaVuSans-117\"/>\r\n",
+       "      <use x=\"92.871094\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
+       "      <use x=\"156.25\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
+       "      <use x=\"211.230469\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
+       "      <use x=\"250.439453\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
+       "      <use x=\"278.222656\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
+       "      <use x=\"339.404297\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
+       "      <use x=\"402.783203\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
+       "      <use x=\"434.570312\" xlink:href=\"#DejaVuSans-112\"/>\r\n",
+       "      <use x=\"498.046875\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
+       "      <use x=\"561.425781\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
+       "      <use x=\"622.705078\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
+       "      <use x=\"674.804688\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
+       "      <use x=\"736.328125\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
+       "      <use x=\"768.115234\" xlink:href=\"#DejaVuSans-952\"/>\r\n",
+       "      <use x=\"829.296875\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
+       "      <use x=\"861.083984\" xlink:href=\"#DejaVuSans-40\"/>\r\n",
+       "      <use x=\"900.097656\" xlink:href=\"#DejaVuSans-119\"/>\r\n",
+       "      <use x=\"981.884766\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
+       "      <use x=\"1022.998047\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
+       "      <use x=\"1084.277344\" xlink:href=\"#DejaVuSans-112\"/>\r\n",
+       "      <use x=\"1147.753906\" xlink:href=\"#DejaVuSans-112\"/>\r\n",
+       "      <use x=\"1211.230469\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
+       "      <use x=\"1272.753906\" xlink:href=\"#DejaVuSans-100\"/>\r\n",
+       "      <use x=\"1336.230469\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
+       "      <use x=\"1368.017578\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
+       "      <use x=\"1395.800781\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
+       "      <use x=\"1459.179688\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
+       "      <use x=\"1490.966797\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
+       "      <use x=\"1530.175781\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
+       "      <use x=\"1593.554688\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
+       "      <use x=\"1655.078125\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
+       "      <use x=\"1686.865234\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
+       "      <use x=\"1714.648438\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
+       "      <use x=\"1778.027344\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
+       "      <use x=\"1817.236328\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
+       "      <use x=\"1878.759766\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
+       "      <use x=\"1919.873047\" xlink:href=\"#DejaVuSans-118\"/>\r\n",
+       "      <use x=\"1979.052734\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
+       "      <use x=\"2040.332031\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
+       "      <use x=\"2068.115234\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
+       "      <use x=\"2099.902344\" xlink:href=\"#DejaVuSans-91\"/>\r\n",
+       "      <use x=\"2138.916016\" xlink:href=\"#DejaVuSans-45\"/>\r\n",
+       "      <use x=\"2175\" xlink:href=\"#DejaVuSans-960\"/>\r\n",
+       "      <use x=\"2235.205078\" xlink:href=\"#DejaVuSans-44\"/>\r\n",
+       "      <use x=\"2266.992188\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
+       "      <use x=\"2298.779297\" xlink:href=\"#DejaVuSans-960\"/>\r\n",
+       "      <use x=\"2358.984375\" xlink:href=\"#DejaVuSans-93\"/>\r\n",
+       "      <use x=\"2397.998047\" xlink:href=\"#DejaVuSans-41\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"matplotlib.axis_2\">\r\n",
+       "    <g id=\"ytick_1\">\r\n",
+       "     <g id=\"line2d_8\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 0 0 \r\n",
+       "L -3.5 0 \r\n",
+       "\" id=\"m78d6b691be\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"52.239063\" xlink:href=\"#m78d6b691be\" y=\"218.657323\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_9\">\r\n",
+       "      <!-- −0.2 -->\r\n",
+       "      <g transform=\"translate(20.95625 222.456542)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 10.6875 12.40625 \r\n",
+       "L 21 12.40625 \r\n",
+       "L 21 0 \r\n",
+       "L 10.6875 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-46\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
+       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"179.199219\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_2\">\r\n",
+       "     <g id=\"line2d_9\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"52.239063\" xlink:href=\"#m78d6b691be\" y=\"171.356051\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_10\">\r\n",
+       "      <!-- −0.1 -->\r\n",
+       "      <g transform=\"translate(20.95625 175.15527)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
+       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"179.199219\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_3\">\r\n",
+       "     <g id=\"line2d_10\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"52.239063\" xlink:href=\"#m78d6b691be\" y=\"124.054779\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_11\">\r\n",
+       "      <!-- 0.0 -->\r\n",
+       "      <g transform=\"translate(29.335938 127.853998)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_4\">\r\n",
+       "     <g id=\"line2d_11\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"52.239063\" xlink:href=\"#m78d6b691be\" y=\"76.753507\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_12\">\r\n",
+       "      <!-- 0.1 -->\r\n",
+       "      <g transform=\"translate(29.335938 80.552726)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_5\">\r\n",
+       "     <g id=\"line2d_12\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"52.239063\" xlink:href=\"#m78d6b691be\" y=\"29.452235\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_13\">\r\n",
+       "      <!-- 0.2 -->\r\n",
+       "      <g transform=\"translate(29.335938 33.251454)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_14\">\r\n",
+       "     <!-- Re(ψ(θ)) -->\r\n",
+       "     <g transform=\"translate(14.876562 136.406719)rotate(-90)scale(0.1 -0.1)\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 44.390625 34.1875 \r\n",
+       "Q 47.5625 33.109375 50.5625 29.59375 \r\n",
+       "Q 53.5625 26.078125 56.59375 19.921875 \r\n",
+       "L 66.609375 0 \r\n",
+       "L 56 0 \r\n",
+       "L 46.6875 18.703125 \r\n",
+       "Q 43.0625 26.03125 39.671875 28.421875 \r\n",
+       "Q 36.28125 30.8125 30.421875 30.8125 \r\n",
+       "L 19.671875 30.8125 \r\n",
+       "L 19.671875 0 \r\n",
+       "L 9.8125 0 \r\n",
+       "L 9.8125 72.90625 \r\n",
+       "L 32.078125 72.90625 \r\n",
+       "Q 44.578125 72.90625 50.734375 67.671875 \r\n",
+       "Q 56.890625 62.453125 56.890625 51.90625 \r\n",
+       "Q 56.890625 45.015625 53.6875 40.46875 \r\n",
+       "Q 50.484375 35.9375 44.390625 34.1875 \r\n",
+       "z\r\n",
+       "M 19.671875 64.796875 \r\n",
+       "L 19.671875 38.921875 \r\n",
+       "L 32.078125 38.921875 \r\n",
+       "Q 39.203125 38.921875 42.84375 42.21875 \r\n",
+       "Q 46.484375 45.515625 46.484375 51.90625 \r\n",
+       "Q 46.484375 58.296875 42.84375 61.546875 \r\n",
+       "Q 39.203125 64.796875 32.078125 64.796875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-82\"/>\r\n",
+       "       <path d=\"M 28.375 -1.21875 \r\n",
+       "Q 17.09375 0.59375 11.859375 5.328125 \r\n",
+       "Q 5.46875 11.140625 5.46875 23 \r\n",
+       "L 5.46875 54.6875 \r\n",
+       "L 14.546875 54.6875 \r\n",
+       "L 14.546875 23.34375 \r\n",
+       "Q 14.546875 14.40625 18.703125 10.6875 \r\n",
+       "Q 22.3125 7.46875 28.375 6.78125 \r\n",
+       "L 28.375 54.6875 \r\n",
+       "L 37.3125 54.6875 \r\n",
+       "L 37.3125 6.84375 \r\n",
+       "Q 43.703125 7.515625 46.96875 10.75 \r\n",
+       "Q 51.125 14.84375 51.125 23.390625 \r\n",
+       "L 51.125 54.6875 \r\n",
+       "L 60.203125 54.6875 \r\n",
+       "L 60.203125 23.046875 \r\n",
+       "Q 60.203125 10.75 53.8125 5.375 \r\n",
+       "Q 48.046875 0.53125 37.3125 -1.171875 \r\n",
+       "L 37.3125 -20.796875 \r\n",
+       "L 28.375 -20.796875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-968\"/>\r\n",
+       "      </defs>\r\n",
+       "      <use xlink:href=\"#DejaVuSans-82\"/>\r\n",
+       "      <use x=\"64.982422\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
+       "      <use x=\"126.505859\" xlink:href=\"#DejaVuSans-40\"/>\r\n",
+       "      <use x=\"165.519531\" xlink:href=\"#DejaVuSans-968\"/>\r\n",
+       "      <use x=\"231.486328\" xlink:href=\"#DejaVuSans-40\"/>\r\n",
+       "      <use x=\"270.5\" xlink:href=\"#DejaVuSans-952\"/>\r\n",
+       "      <use x=\"331.681641\" xlink:href=\"#DejaVuSans-41\"/>\r\n",
+       "      <use x=\"370.695312\" xlink:href=\"#DejaVuSans-41\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_13\">\r\n",
+       "    <path clip-path=\"url(#p99b6076026)\" d=\"M 67.457244 125.239466 \r\n",
+       "L 70.500881 125.200697 \r\n",
+       "L 73.544517 125.085686 \r\n",
+       "L 76.588153 124.900862 \r\n",
+       "L 79.63179 124.65655 \r\n",
+       "L 82.675426 124.366372 \r\n",
+       "L 85.719063 124.046456 \r\n",
+       "L 88.762699 123.714463 \r\n",
+       "L 91.806335 123.388501 \r\n",
+       "L 94.849972 123.085948 \r\n",
+       "L 97.893608 122.822251 \r\n",
+       "L 100.937244 122.609757 \r\n",
+       "L 103.980881 122.456614 \r\n",
+       "L 107.024517 122.365806 \r\n",
+       "L 110.068153 122.334374 \r\n",
+       "L 113.11179 122.352845 \r\n",
+       "L 116.155426 122.40492 \r\n",
+       "L 119.199063 122.467447 \r\n",
+       "L 122.242699 122.510671 \r\n",
+       "L 125.286335 122.498794 \r\n",
+       "L 128.329972 122.390811 \r\n",
+       "L 131.373608 122.141626 \r\n",
+       "L 134.417244 121.703391 \r\n",
+       "L 137.460881 121.02706 \r\n",
+       "L 140.504517 120.064082 \r\n",
+       "L 143.548153 118.768189 \r\n",
+       "L 146.59179 117.097226 \r\n",
+       "L 149.635426 115.014946 \r\n",
+       "L 152.679063 112.492714 \r\n",
+       "L 155.722699 109.511054 \r\n",
+       "L 158.766335 106.060983 \r\n",
+       "L 161.809972 102.145079 \r\n",
+       "L 164.853608 97.77823 \r\n",
+       "L 167.897244 92.98804 \r\n",
+       "L 170.940881 87.814857 \r\n",
+       "L 173.984517 82.311418 \r\n",
+       "L 177.028153 76.5421 \r\n",
+       "L 180.07179 70.581806 \r\n",
+       "L 183.115426 64.514491 \r\n",
+       "L 186.159063 58.431378 \r\n",
+       "L 189.202699 52.428915 \r\n",
+       "L 192.246335 46.606511 \r\n",
+       "L 195.289972 41.064135 \r\n",
+       "L 198.333608 35.899845 \r\n",
+       "L 201.377244 31.207304 \r\n",
+       "L 204.420881 27.073383 \r\n",
+       "L 207.464517 23.575899 \r\n",
+       "L 210.508153 20.781573 \r\n",
+       "L 213.55179 18.744268 \r\n",
+       "L 216.595426 17.503551 \r\n",
+       "L 219.639063 17.083636 \r\n",
+       "L 222.682699 17.492738 \r\n",
+       "L 225.726335 18.722849 \r\n",
+       "L 228.769972 20.749953 \r\n",
+       "L 231.813608 23.534673 \r\n",
+       "L 234.857244 27.023322 \r\n",
+       "L 237.900881 31.149331 \r\n",
+       "L 240.944517 35.835014 \r\n",
+       "L 243.988153 40.993603 \r\n",
+       "L 247.03179 46.531507 \r\n",
+       "L 250.075426 52.350713 \r\n",
+       "L 253.119063 58.351261 \r\n",
+       "L 256.162699 64.433724 \r\n",
+       "L 259.206335 70.501605 \r\n",
+       "L 262.249972 76.463604 \r\n",
+       "L 265.293608 82.235666 \r\n",
+       "L 268.337244 87.742766 \r\n",
+       "L 271.380881 92.920389 \r\n",
+       "L 274.424517 97.715647 \r\n",
+       "L 277.468153 102.088033 \r\n",
+       "L 280.51179 106.009783 \r\n",
+       "L 283.555426 109.465851 \r\n",
+       "L 286.599063 112.453507 \r\n",
+       "L 289.642699 114.981591 \r\n",
+       "L 292.686335 117.069454 \r\n",
+       "L 295.729972 118.745622 \r\n",
+       "L 298.773608 120.046252 \r\n",
+       "L 301.817244 121.013432 \r\n",
+       "L 304.860881 121.693383 \r\n",
+       "L 307.904517 122.134636 \r\n",
+       "L 310.948153 122.386235 \r\n",
+       "L 313.99179 122.496046 \r\n",
+       "L 317.035426 122.509205 \r\n",
+       "L 320.079063 122.466768 \r\n",
+       "L 323.122699 122.4046 \r\n",
+       "L 326.166335 122.352531 \r\n",
+       "L 329.209972 122.333794 \r\n",
+       "L 332.253608 122.364769 \r\n",
+       "L 335.297244 122.45501 \r\n",
+       "L 338.340881 122.607555 \r\n",
+       "L 341.384517 122.819486 \r\n",
+       "L 344.428153 123.082715 \r\n",
+       "L 347.47179 123.384941 \r\n",
+       "L 350.515426 123.71075 \r\n",
+       "L 353.559063 124.042781 \r\n",
+       "L 356.602699 124.362934 \r\n",
+       "L 359.646335 124.653537 \r\n",
+       "L 362.689972 124.898441 \r\n",
+       "L 365.733608 125.083992 \r\n",
+       "L 368.777244 125.199825 \r\n",
+       "L 371.820881 125.239466 \r\n",
+       "\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_14\">\r\n",
+       "    <path clip-path=\"url(#p99b6076026)\" d=\"M 67.457244 124.050558 \r\n",
+       "L 70.500881 123.126414 \r\n",
+       "L 73.544517 122.253487 \r\n",
+       "L 76.588153 121.479598 \r\n",
+       "L 79.63179 120.846341 \r\n",
+       "L 82.675426 120.386326 \r\n",
+       "L 85.719063 120.120806 \r\n",
+       "L 88.762699 120.05781 \r\n",
+       "L 91.806335 120.190863 \r\n",
+       "L 94.849972 120.498366 \r\n",
+       "L 97.893608 120.943664 \r\n",
+       "L 100.937244 121.47582 \r\n",
+       "L 103.980881 122.031081 \r\n",
+       "L 107.024517 122.534995 \r\n",
+       "L 110.068153 122.9051 \r\n",
+       "L 113.11179 123.0541 \r\n",
+       "L 116.155426 122.893415 \r\n",
+       "L 119.199063 122.336971 \r\n",
+       "L 122.242699 121.305088 \r\n",
+       "L 125.286335 119.728321 \r\n",
+       "L 128.329972 117.551102 \r\n",
+       "L 131.373608 114.735036 \r\n",
+       "L 134.417244 111.261718 \r\n",
+       "L 137.460881 107.134945 \r\n",
+       "L 140.504517 102.382228 \r\n",
+       "L 143.548153 97.05552 \r\n",
+       "L 146.59179 91.231108 \r\n",
+       "L 149.635426 85.008649 \r\n",
+       "L 152.679063 78.509356 \r\n",
+       "L 155.722699 71.873372 \r\n",
+       "L 158.766335 65.256389 \r\n",
+       "L 161.809972 58.825625 \r\n",
+       "L 164.853608 52.755258 \r\n",
+       "L 167.897244 47.221467 \r\n",
+       "L 170.940881 42.397231 \r\n",
+       "L 173.984517 38.447057 \r\n",
+       "L 177.028153 35.521799 \r\n",
+       "L 180.07179 33.753749 \r\n",
+       "L 183.115426 33.252161 \r\n",
+       "L 186.159063 34.099355 \r\n",
+       "L 189.202699 36.347551 \r\n",
+       "L 192.246335 40.016527 \r\n",
+       "L 195.289972 45.092204 \r\n",
+       "L 198.333608 51.52621 \r\n",
+       "L 201.377244 59.236449 \r\n",
+       "L 204.420881 68.108672 \r\n",
+       "L 207.464517 77.999005 \r\n",
+       "L 210.508153 88.73738 \r\n",
+       "L 213.55179 100.131745 \r\n",
+       "L 216.595426 111.972955 \r\n",
+       "L 219.639063 124.040179 \r\n",
+       "L 222.682699 136.106662 \r\n",
+       "L 225.726335 147.945673 \r\n",
+       "L 228.769972 159.33645 \r\n",
+       "L 231.813608 170.069964 \r\n",
+       "L 234.857244 179.954317 \r\n",
+       "L 237.900881 188.81963 \r\n",
+       "L 240.944517 196.52225 \r\n",
+       "L 243.988153 202.948169 \r\n",
+       "L 247.03179 208.015548 \r\n",
+       "L 250.075426 211.676277 \r\n",
+       "L 253.119063 213.916539 \r\n",
+       "L 256.162699 214.756364 \r\n",
+       "L 259.206335 214.248201 \r\n",
+       "L 262.249972 212.474582 \r\n",
+       "L 265.293608 209.544935 \r\n",
+       "L 268.337244 205.591694 \r\n",
+       "L 271.380881 200.76581 \r\n",
+       "L 274.424517 195.231848 \r\n",
+       "L 277.468153 189.162799 \r\n",
+       "L 280.51179 182.734809 \r\n",
+       "L 283.555426 176.121984 \r\n",
+       "L 286.599063 169.491428 \r\n",
+       "L 289.642699 162.998688 \r\n",
+       "L 292.686335 156.783728 \r\n",
+       "L 295.729972 150.967563 \r\n",
+       "L 298.773608 145.649636 \r\n",
+       "L 301.817244 140.906011 \r\n",
+       "L 304.860881 136.788415 \r\n",
+       "L 307.904517 133.324143 \r\n",
+       "L 310.948153 130.516788 \r\n",
+       "L 313.99179 128.347759 \r\n",
+       "L 317.035426 126.778502 \r\n",
+       "L 320.079063 125.753321 \r\n",
+       "L 323.122699 125.202675 \r\n",
+       "L 326.166335 125.046821 \r\n",
+       "L 329.209972 125.199662 \r\n",
+       "L 332.253608 125.572626 \r\n",
+       "L 335.297244 126.078463 \r\n",
+       "L 338.340881 126.634783 \r\n",
+       "L 341.384517 127.167234 \r\n",
+       "L 344.428153 127.612184 \r\n",
+       "L 347.47179 127.918835 \r\n",
+       "L 350.515426 128.050675 \r\n",
+       "L 353.559063 127.986252 \r\n",
+       "L 356.602699 127.719238 \r\n",
+       "L 359.646335 127.257795 \r\n",
+       "L 362.689972 126.623294 \r\n",
+       "L 365.733608 125.848442 \r\n",
+       "L 368.777244 124.974908 \r\n",
+       "L 371.820881 124.050558 \r\n",
+       "\" style=\"fill:none;stroke:#ff7f0e;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_15\">\r\n",
+       "    <path clip-path=\"url(#p99b6076026)\" d=\"M 67.457244 132.033846 \r\n",
+       "L 70.500881 131.849815 \r\n",
+       "L 73.544517 131.310336 \r\n",
+       "L 76.588153 130.45662 \r\n",
+       "L 79.63179 129.35541 \r\n",
+       "L 82.675426 128.096038 \r\n",
+       "L 85.719063 126.786465 \r\n",
+       "L 88.762699 125.548457 \r\n",
+       "L 91.806335 124.512076 \r\n",
+       "L 94.849972 123.809712 \r\n",
+       "L 97.893608 123.56988 \r\n",
+       "L 100.937244 123.911028 \r\n",
+       "L 103.980881 124.935606 \r\n",
+       "L 107.024517 126.72462 \r\n",
+       "L 110.068153 129.332916 \r\n",
+       "L 113.11179 132.785361 \r\n",
+       "L 116.155426 137.074109 \r\n",
+       "L 119.199063 142.157074 \r\n",
+       "L 122.242699 147.957676 \r\n",
+       "L 125.286335 154.365922 \r\n",
+       "L 128.329972 161.240788 \r\n",
+       "L 131.373608 168.413853 \r\n",
+       "L 134.417244 175.69408 \r\n",
+       "L 137.460881 182.873576 \r\n",
+       "L 140.504517 189.734168 \r\n",
+       "L 143.548153 196.054554 \r\n",
+       "L 146.59179 201.617792 \r\n",
+       "L 149.635426 206.218876 \r\n",
+       "L 152.679063 209.672112 \r\n",
+       "L 155.722699 211.818052 \r\n",
+       "L 158.766335 212.529721 \r\n",
+       "L 161.809972 211.717917 \r\n",
+       "L 164.853608 209.33537 \r\n",
+       "L 167.897244 205.379617 \r\n",
+       "L 170.940881 199.894449 \r\n",
+       "L 173.984517 192.969879 \r\n",
+       "L 177.028153 184.740592 \r\n",
+       "L 180.07179 175.382914 \r\n",
+       "L 183.115426 165.11038 \r\n",
+       "L 186.159063 154.168029 \r\n",
+       "L 189.202699 142.825587 \r\n",
+       "L 192.246335 131.369779 \r\n",
+       "L 195.289972 120.095977 \r\n",
+       "L 198.333608 109.299479 \r\n",
+       "L 201.377244 99.266687 \r\n",
+       "L 204.420881 90.266475 \r\n",
+       "L 207.464517 82.542028 \r\n",
+       "L 210.508153 76.303418 \r\n",
+       "L 213.55179 71.721169 \r\n",
+       "L 216.595426 68.921004 \r\n",
+       "L 219.639063 67.979979 \r\n",
+       "L 222.682699 68.924093 \r\n",
+       "L 225.726335 71.727492 \r\n",
+       "L 228.769972 76.313262 \r\n",
+       "L 231.813608 82.555804 \r\n",
+       "L 234.857244 90.284704 \r\n",
+       "L 237.900881 99.28997 \r\n",
+       "L 240.944517 109.328474 \r\n",
+       "L 243.988153 120.131362 \r\n",
+       "L 247.03179 131.412222 \r\n",
+       "L 250.075426 142.875709 \r\n",
+       "L 253.119063 154.226372 \r\n",
+       "L 256.162699 165.177375 \r\n",
+       "L 259.206335 175.458847 \r\n",
+       "L 262.249972 184.825586 \r\n",
+       "L 265.293608 193.063871 \r\n",
+       "L 268.337244 199.997176 \r\n",
+       "L 271.380881 205.490611 \r\n",
+       "L 274.424517 209.453959 \r\n",
+       "L 277.468153 211.843231 \r\n",
+       "L 280.51179 212.660707 \r\n",
+       "L 283.555426 211.953495 \r\n",
+       "L 286.599063 209.810663 \r\n",
+       "L 289.642699 206.359083 \r\n",
+       "L 292.686335 201.758138 \r\n",
+       "L 295.729972 196.193494 \r\n",
+       "L 298.773608 189.870172 \r\n",
+       "L 301.817244 183.005168 \r\n",
+       "L 304.860881 175.819878 \r\n",
+       "L 307.904517 168.532606 \r\n",
+       "L 310.948153 161.35141 \r\n",
+       "L 313.99179 154.467521 \r\n",
+       "L 317.035426 148.049572 \r\n",
+       "L 320.079063 142.238818 \r\n",
+       "L 323.122699 137.145489 \r\n",
+       "L 326.166335 132.846404 \r\n",
+       "L 329.209972 129.38388 \r\n",
+       "L 332.253608 126.765978 \r\n",
+       "L 335.297244 124.968025 \r\n",
+       "L 338.340881 123.935342 \r\n",
+       "L 341.384517 123.587054 \r\n",
+       "L 344.428153 123.820808 \r\n",
+       "L 347.47179 124.51821 \r\n",
+       "L 350.515426 125.550758 \r\n",
+       "L 353.559063 126.786033 \r\n",
+       "L 356.602699 128.093903 \r\n",
+       "L 359.646335 129.352497 \r\n",
+       "L 362.689972 130.453711 \r\n",
+       "L 365.733608 131.308044 \r\n",
+       "L 368.777244 131.848562 \r\n",
+       "L 371.820881 132.033846 \r\n",
+       "\" style=\"fill:none;stroke:#2ca02c;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_3\">\r\n",
+       "    <path d=\"M 52.239063 224.64 \r\n",
+       "L 52.239063 7.2 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_4\">\r\n",
+       "    <path d=\"M 387.039062 224.64 \r\n",
+       "L 387.039062 7.2 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_5\">\r\n",
+       "    <path d=\"M 52.239063 224.64 \r\n",
+       "L 387.039062 224.64 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_6\">\r\n",
+       "    <path d=\"M 52.239063 7.2 \r\n",
+       "L 387.039062 7.2 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"legend_1\">\r\n",
+       "    <g id=\"patch_7\">\r\n",
+       "     <path d=\"M 329.928125 74.878125 \r\n",
+       "L 380.039062 74.878125 \r\n",
+       "Q 382.039062 74.878125 382.039062 72.878125 \r\n",
+       "L 382.039062 14.2 \r\n",
+       "Q 382.039062 12.2 380.039062 12.2 \r\n",
+       "L 329.928125 12.2 \r\n",
+       "Q 327.928125 12.2 327.928125 14.2 \r\n",
+       "L 327.928125 72.878125 \r\n",
+       "Q 327.928125 74.878125 329.928125 74.878125 \r\n",
+       "z\r\n",
+       "\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_15\">\r\n",
+       "     <!-- Level -->\r\n",
+       "     <g transform=\"translate(341.783594 23.798437)scale(0.1 -0.1)\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 9.8125 72.90625 \r\n",
+       "L 19.671875 72.90625 \r\n",
+       "L 19.671875 8.296875 \r\n",
+       "L 55.171875 8.296875 \r\n",
+       "L 55.171875 0 \r\n",
+       "L 9.8125 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-76\"/>\r\n",
+       "      </defs>\r\n",
+       "      <use xlink:href=\"#DejaVuSans-76\"/>\r\n",
+       "      <use x=\"53.962891\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
+       "      <use x=\"115.486328\" xlink:href=\"#DejaVuSans-118\"/>\r\n",
+       "      <use x=\"174.666016\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
+       "      <use x=\"236.189453\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_16\">\r\n",
+       "     <path d=\"M 331.928125 35.020312 \r\n",
+       "L 351.928125 35.020312 \r\n",
+       "\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_17\"/>\r\n",
+       "    <g id=\"text_16\">\r\n",
+       "     <!-- |0&gt; -->\r\n",
+       "     <g transform=\"translate(359.928125 38.520312)scale(0.1 -0.1)\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 21 76.421875 \r\n",
+       "L 21 -23.578125 \r\n",
+       "L 12.703125 -23.578125 \r\n",
+       "L 12.703125 76.421875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-124\"/>\r\n",
+       "       <path d=\"M 10.59375 49.21875 \r\n",
+       "L 10.59375 58.109375 \r\n",
+       "L 73.1875 35.40625 \r\n",
+       "L 73.1875 27.296875 \r\n",
+       "L 10.59375 4.59375 \r\n",
+       "L 10.59375 13.484375 \r\n",
+       "L 60.890625 31.296875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-62\"/>\r\n",
+       "      </defs>\r\n",
+       "      <use xlink:href=\"#DejaVuSans-124\"/>\r\n",
+       "      <use x=\"33.691406\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      <use x=\"97.314453\" xlink:href=\"#DejaVuSans-62\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_18\">\r\n",
+       "     <path d=\"M 331.928125 50.020312 \r\n",
+       "L 351.928125 50.020312 \r\n",
+       "\" style=\"fill:none;stroke:#ff7f0e;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_19\"/>\r\n",
+       "    <g id=\"text_17\">\r\n",
+       "     <!-- |1&gt; -->\r\n",
+       "     <g transform=\"translate(359.928125 53.520312)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-124\"/>\r\n",
+       "      <use x=\"33.691406\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "      <use x=\"97.314453\" xlink:href=\"#DejaVuSans-62\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_20\">\r\n",
+       "     <path d=\"M 331.928125 65.020312 \r\n",
+       "L 351.928125 65.020312 \r\n",
+       "\" style=\"fill:none;stroke:#2ca02c;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_21\"/>\r\n",
+       "    <g id=\"text_18\">\r\n",
+       "     <!-- |2&gt; -->\r\n",
+       "     <g transform=\"translate(359.928125 68.520312)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-124\"/>\r\n",
+       "      <use x=\"33.691406\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "      <use x=\"97.314453\" xlink:href=\"#DejaVuSans-62\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "  </g>\r\n",
+       " </g>\r\n",
+       " <defs>\r\n",
+       "  <clipPath id=\"p99b6076026\">\r\n",
+       "   <rect height=\"217.44\" width=\"334.8\" x=\"52.239063\" y=\"7.2\"/>\r\n",
+       "  </clipPath>\r\n",
+       " </defs>\r\n",
+       "</svg>\r\n"
+      ],
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
     }
    ],
    "source": [
@@ -323,7 +2778,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
@@ -349,7 +2804,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
@@ -398,7 +2853,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -416,7 +2871,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -443,18 +2898,1391 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "<matplotlib.legend.Legend at 0x19ec4020908>"
+       "<matplotlib.legend.Legend at 0x1c1fde55f48>"
       ]
      },
-     "execution_count": 11,
+     "execution_count": 12,
      "metadata": {},
      "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/svg+xml": [
+       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
+       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
+       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
+       "<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
+       "<svg height=\"262.19625pt\" version=\"1.1\" viewBox=\"0 0 397.778125 262.19625\" width=\"397.778125pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
+       " <metadata>\r\n",
+       "  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n",
+       "   <cc:Work>\r\n",
+       "    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n",
+       "    <dc:date>2021-08-20T09:19:13.445851</dc:date>\r\n",
+       "    <dc:format>image/svg+xml</dc:format>\r\n",
+       "    <dc:creator>\r\n",
+       "     <cc:Agent>\r\n",
+       "      <dc:title>Matplotlib v3.3.3, https://matplotlib.org/</dc:title>\r\n",
+       "     </cc:Agent>\r\n",
+       "    </dc:creator>\r\n",
+       "   </cc:Work>\r\n",
+       "  </rdf:RDF>\r\n",
+       " </metadata>\r\n",
+       " <defs>\r\n",
+       "  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\r\n",
+       " </defs>\r\n",
+       " <g id=\"figure_1\">\r\n",
+       "  <g id=\"patch_1\">\r\n",
+       "   <path d=\"M 0 262.19625 \r\n",
+       "L 397.778125 262.19625 \r\n",
+       "L 397.778125 0 \r\n",
+       "L 0 0 \r\n",
+       "z\r\n",
+       "\" style=\"fill:none;\"/>\r\n",
+       "  </g>\r\n",
+       "  <g id=\"axes_1\">\r\n",
+       "   <g id=\"patch_2\">\r\n",
+       "    <path d=\"M 55.778125 224.64 \r\n",
+       "L 390.578125 224.64 \r\n",
+       "L 390.578125 7.2 \r\n",
+       "L 55.778125 7.2 \r\n",
+       "z\r\n",
+       "\" style=\"fill:#ffffff;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"matplotlib.axis_1\">\r\n",
+       "    <g id=\"xtick_1\">\r\n",
+       "     <g id=\"line2d_1\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 0 0 \r\n",
+       "L 0 3.5 \r\n",
+       "\" id=\"m384e09f1cc\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"68.80664\" xlink:href=\"#m384e09f1cc\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_1\">\r\n",
+       "      <!-- 0 -->\r\n",
+       "      <g transform=\"translate(65.62539 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 31.78125 66.40625 \r\n",
+       "Q 24.171875 66.40625 20.328125 58.90625 \r\n",
+       "Q 16.5 51.421875 16.5 36.375 \r\n",
+       "Q 16.5 21.390625 20.328125 13.890625 \r\n",
+       "Q 24.171875 6.390625 31.78125 6.390625 \r\n",
+       "Q 39.453125 6.390625 43.28125 13.890625 \r\n",
+       "Q 47.125 21.390625 47.125 36.375 \r\n",
+       "Q 47.125 51.421875 43.28125 58.90625 \r\n",
+       "Q 39.453125 66.40625 31.78125 66.40625 \r\n",
+       "z\r\n",
+       "M 31.78125 74.21875 \r\n",
+       "Q 44.046875 74.21875 50.515625 64.515625 \r\n",
+       "Q 56.984375 54.828125 56.984375 36.375 \r\n",
+       "Q 56.984375 17.96875 50.515625 8.265625 \r\n",
+       "Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
+       "Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
+       "Q 6.59375 17.96875 6.59375 36.375 \r\n",
+       "Q 6.59375 54.828125 13.0625 64.515625 \r\n",
+       "Q 19.53125 74.21875 31.78125 74.21875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-48\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_2\">\r\n",
+       "     <g id=\"line2d_2\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"112.599969\" xlink:href=\"#m384e09f1cc\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_2\">\r\n",
+       "      <!-- 20 -->\r\n",
+       "      <g transform=\"translate(106.237469 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 19.1875 8.296875 \r\n",
+       "L 53.609375 8.296875 \r\n",
+       "L 53.609375 0 \r\n",
+       "L 7.328125 0 \r\n",
+       "L 7.328125 8.296875 \r\n",
+       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
+       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
+       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
+       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
+       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
+       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
+       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
+       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
+       "L 7.8125 69.390625 \r\n",
+       "Q 13.765625 71.78125 18.9375 73 \r\n",
+       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
+       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
+       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
+       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
+       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
+       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
+       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-50\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_3\">\r\n",
+       "     <g id=\"line2d_3\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"156.393298\" xlink:href=\"#m384e09f1cc\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_3\">\r\n",
+       "      <!-- 40 -->\r\n",
+       "      <g transform=\"translate(150.030798 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 37.796875 64.3125 \r\n",
+       "L 12.890625 25.390625 \r\n",
+       "L 37.796875 25.390625 \r\n",
+       "z\r\n",
+       "M 35.203125 72.90625 \r\n",
+       "L 47.609375 72.90625 \r\n",
+       "L 47.609375 25.390625 \r\n",
+       "L 58.015625 25.390625 \r\n",
+       "L 58.015625 17.1875 \r\n",
+       "L 47.609375 17.1875 \r\n",
+       "L 47.609375 0 \r\n",
+       "L 37.796875 0 \r\n",
+       "L 37.796875 17.1875 \r\n",
+       "L 4.890625 17.1875 \r\n",
+       "L 4.890625 26.703125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-52\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_4\">\r\n",
+       "     <g id=\"line2d_4\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"200.186627\" xlink:href=\"#m384e09f1cc\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_4\">\r\n",
+       "      <!-- 60 -->\r\n",
+       "      <g transform=\"translate(193.824127 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 33.015625 40.375 \r\n",
+       "Q 26.375 40.375 22.484375 35.828125 \r\n",
+       "Q 18.609375 31.296875 18.609375 23.390625 \r\n",
+       "Q 18.609375 15.53125 22.484375 10.953125 \r\n",
+       "Q 26.375 6.390625 33.015625 6.390625 \r\n",
+       "Q 39.65625 6.390625 43.53125 10.953125 \r\n",
+       "Q 47.40625 15.53125 47.40625 23.390625 \r\n",
+       "Q 47.40625 31.296875 43.53125 35.828125 \r\n",
+       "Q 39.65625 40.375 33.015625 40.375 \r\n",
+       "z\r\n",
+       "M 52.59375 71.296875 \r\n",
+       "L 52.59375 62.3125 \r\n",
+       "Q 48.875 64.0625 45.09375 64.984375 \r\n",
+       "Q 41.3125 65.921875 37.59375 65.921875 \r\n",
+       "Q 27.828125 65.921875 22.671875 59.328125 \r\n",
+       "Q 17.53125 52.734375 16.796875 39.40625 \r\n",
+       "Q 19.671875 43.65625 24.015625 45.921875 \r\n",
+       "Q 28.375 48.1875 33.59375 48.1875 \r\n",
+       "Q 44.578125 48.1875 50.953125 41.515625 \r\n",
+       "Q 57.328125 34.859375 57.328125 23.390625 \r\n",
+       "Q 57.328125 12.15625 50.6875 5.359375 \r\n",
+       "Q 44.046875 -1.421875 33.015625 -1.421875 \r\n",
+       "Q 20.359375 -1.421875 13.671875 8.265625 \r\n",
+       "Q 6.984375 17.96875 6.984375 36.375 \r\n",
+       "Q 6.984375 53.65625 15.1875 63.9375 \r\n",
+       "Q 23.390625 74.21875 37.203125 74.21875 \r\n",
+       "Q 40.921875 74.21875 44.703125 73.484375 \r\n",
+       "Q 48.484375 72.75 52.59375 71.296875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-54\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-54\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_5\">\r\n",
+       "     <g id=\"line2d_5\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"243.979956\" xlink:href=\"#m384e09f1cc\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_5\">\r\n",
+       "      <!-- 80 -->\r\n",
+       "      <g transform=\"translate(237.617456 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 31.78125 34.625 \r\n",
+       "Q 24.75 34.625 20.71875 30.859375 \r\n",
+       "Q 16.703125 27.09375 16.703125 20.515625 \r\n",
+       "Q 16.703125 13.921875 20.71875 10.15625 \r\n",
+       "Q 24.75 6.390625 31.78125 6.390625 \r\n",
+       "Q 38.8125 6.390625 42.859375 10.171875 \r\n",
+       "Q 46.921875 13.96875 46.921875 20.515625 \r\n",
+       "Q 46.921875 27.09375 42.890625 30.859375 \r\n",
+       "Q 38.875 34.625 31.78125 34.625 \r\n",
+       "z\r\n",
+       "M 21.921875 38.8125 \r\n",
+       "Q 15.578125 40.375 12.03125 44.71875 \r\n",
+       "Q 8.5 49.078125 8.5 55.328125 \r\n",
+       "Q 8.5 64.0625 14.71875 69.140625 \r\n",
+       "Q 20.953125 74.21875 31.78125 74.21875 \r\n",
+       "Q 42.671875 74.21875 48.875 69.140625 \r\n",
+       "Q 55.078125 64.0625 55.078125 55.328125 \r\n",
+       "Q 55.078125 49.078125 51.53125 44.71875 \r\n",
+       "Q 48 40.375 41.703125 38.8125 \r\n",
+       "Q 48.828125 37.15625 52.796875 32.3125 \r\n",
+       "Q 56.78125 27.484375 56.78125 20.515625 \r\n",
+       "Q 56.78125 9.90625 50.3125 4.234375 \r\n",
+       "Q 43.84375 -1.421875 31.78125 -1.421875 \r\n",
+       "Q 19.734375 -1.421875 13.25 4.234375 \r\n",
+       "Q 6.78125 9.90625 6.78125 20.515625 \r\n",
+       "Q 6.78125 27.484375 10.78125 32.3125 \r\n",
+       "Q 14.796875 37.15625 21.921875 38.8125 \r\n",
+       "z\r\n",
+       "M 18.3125 54.390625 \r\n",
+       "Q 18.3125 48.734375 21.84375 45.5625 \r\n",
+       "Q 25.390625 42.390625 31.78125 42.390625 \r\n",
+       "Q 38.140625 42.390625 41.71875 45.5625 \r\n",
+       "Q 45.3125 48.734375 45.3125 54.390625 \r\n",
+       "Q 45.3125 60.0625 41.71875 63.234375 \r\n",
+       "Q 38.140625 66.40625 31.78125 66.40625 \r\n",
+       "Q 25.390625 66.40625 21.84375 63.234375 \r\n",
+       "Q 18.3125 60.0625 18.3125 54.390625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-56\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-56\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_6\">\r\n",
+       "     <g id=\"line2d_6\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"287.773285\" xlink:href=\"#m384e09f1cc\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_6\">\r\n",
+       "      <!-- 100 -->\r\n",
+       "      <g transform=\"translate(278.229535 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 12.40625 8.296875 \r\n",
+       "L 28.515625 8.296875 \r\n",
+       "L 28.515625 63.921875 \r\n",
+       "L 10.984375 60.40625 \r\n",
+       "L 10.984375 69.390625 \r\n",
+       "L 28.421875 72.90625 \r\n",
+       "L 38.28125 72.90625 \r\n",
+       "L 38.28125 8.296875 \r\n",
+       "L 54.390625 8.296875 \r\n",
+       "L 54.390625 0 \r\n",
+       "L 12.40625 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-49\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_7\">\r\n",
+       "     <g id=\"line2d_7\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"331.566614\" xlink:href=\"#m384e09f1cc\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_7\">\r\n",
+       "      <!-- 120 -->\r\n",
+       "      <g transform=\"translate(322.022864 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_8\">\r\n",
+       "     <g id=\"line2d_8\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"375.359943\" xlink:href=\"#m384e09f1cc\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_8\">\r\n",
+       "      <!-- 140 -->\r\n",
+       "      <g transform=\"translate(365.816193 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-52\"/>\r\n",
+       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_9\">\r\n",
+       "     <!-- EJ/Ec -->\r\n",
+       "     <g transform=\"translate(210.950781 252.916562)scale(0.1 -0.1)\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 9.8125 72.90625 \r\n",
+       "L 55.90625 72.90625 \r\n",
+       "L 55.90625 64.59375 \r\n",
+       "L 19.671875 64.59375 \r\n",
+       "L 19.671875 43.015625 \r\n",
+       "L 54.390625 43.015625 \r\n",
+       "L 54.390625 34.71875 \r\n",
+       "L 19.671875 34.71875 \r\n",
+       "L 19.671875 8.296875 \r\n",
+       "L 56.78125 8.296875 \r\n",
+       "L 56.78125 0 \r\n",
+       "L 9.8125 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-69\"/>\r\n",
+       "       <path d=\"M 9.8125 72.90625 \r\n",
+       "L 19.671875 72.90625 \r\n",
+       "L 19.671875 5.078125 \r\n",
+       "Q 19.671875 -8.109375 14.671875 -14.0625 \r\n",
+       "Q 9.671875 -20.015625 -1.421875 -20.015625 \r\n",
+       "L -5.171875 -20.015625 \r\n",
+       "L -5.171875 -11.71875 \r\n",
+       "L -2.09375 -11.71875 \r\n",
+       "Q 4.4375 -11.71875 7.125 -8.046875 \r\n",
+       "Q 9.8125 -4.390625 9.8125 5.078125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-74\"/>\r\n",
+       "       <path d=\"M 25.390625 72.90625 \r\n",
+       "L 33.6875 72.90625 \r\n",
+       "L 8.296875 -9.28125 \r\n",
+       "L 0 -9.28125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-47\"/>\r\n",
+       "       <path d=\"M 48.78125 52.59375 \r\n",
+       "L 48.78125 44.1875 \r\n",
+       "Q 44.96875 46.296875 41.140625 47.34375 \r\n",
+       "Q 37.3125 48.390625 33.40625 48.390625 \r\n",
+       "Q 24.65625 48.390625 19.8125 42.84375 \r\n",
+       "Q 14.984375 37.3125 14.984375 27.296875 \r\n",
+       "Q 14.984375 17.28125 19.8125 11.734375 \r\n",
+       "Q 24.65625 6.203125 33.40625 6.203125 \r\n",
+       "Q 37.3125 6.203125 41.140625 7.25 \r\n",
+       "Q 44.96875 8.296875 48.78125 10.40625 \r\n",
+       "L 48.78125 2.09375 \r\n",
+       "Q 45.015625 0.34375 40.984375 -0.53125 \r\n",
+       "Q 36.96875 -1.421875 32.421875 -1.421875 \r\n",
+       "Q 20.0625 -1.421875 12.78125 6.34375 \r\n",
+       "Q 5.515625 14.109375 5.515625 27.296875 \r\n",
+       "Q 5.515625 40.671875 12.859375 48.328125 \r\n",
+       "Q 20.21875 56 33.015625 56 \r\n",
+       "Q 37.15625 56 41.109375 55.140625 \r\n",
+       "Q 45.0625 54.296875 48.78125 52.59375 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-99\"/>\r\n",
+       "      </defs>\r\n",
+       "      <use xlink:href=\"#DejaVuSans-69\"/>\r\n",
+       "      <use x=\"63.183594\" xlink:href=\"#DejaVuSans-74\"/>\r\n",
+       "      <use x=\"92.675781\" xlink:href=\"#DejaVuSans-47\"/>\r\n",
+       "      <use x=\"126.367188\" xlink:href=\"#DejaVuSans-69\"/>\r\n",
+       "      <use x=\"189.550781\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"matplotlib.axis_2\">\r\n",
+       "    <g id=\"ytick_1\">\r\n",
+       "     <g id=\"line2d_9\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 0 0 \r\n",
+       "L -3.5 0 \r\n",
+       "\" id=\"mefc8532109\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"55.778125\" xlink:href=\"#mefc8532109\" y=\"196.986297\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_10\">\r\n",
+       "      <!-- $\\mathdefault{10^{-12}}$ -->\r\n",
+       "      <g transform=\"translate(20.878125 200.785516)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 10.59375 35.5 \r\n",
+       "L 73.1875 35.5 \r\n",
+       "L 73.1875 27.203125 \r\n",
+       "L 10.59375 27.203125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-8722\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use transform=\"translate(0 0.765625)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(63.623047 0.765625)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use transform=\"translate(128.203125 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-8722\"/>\r\n",
+       "       <use transform=\"translate(186.855469 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(231.391602 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_2\">\r\n",
+       "     <g id=\"line2d_10\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"55.778125\" xlink:href=\"#mefc8532109\" y=\"168.977628\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_11\">\r\n",
+       "      <!-- $\\mathdefault{10^{-10}}$ -->\r\n",
+       "      <g transform=\"translate(20.878125 172.776846)scale(0.1 -0.1)\">\r\n",
+       "       <use transform=\"translate(0 0.765625)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(63.623047 0.765625)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use transform=\"translate(128.203125 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-8722\"/>\r\n",
+       "       <use transform=\"translate(186.855469 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(231.391602 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_3\">\r\n",
+       "     <g id=\"line2d_11\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"55.778125\" xlink:href=\"#mefc8532109\" y=\"140.968958\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_12\">\r\n",
+       "      <!-- $\\mathdefault{10^{-8}}$ -->\r\n",
+       "      <g transform=\"translate(25.278125 144.768177)scale(0.1 -0.1)\">\r\n",
+       "       <use transform=\"translate(0 0.765625)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(63.623047 0.765625)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use transform=\"translate(128.203125 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-8722\"/>\r\n",
+       "       <use transform=\"translate(186.855469 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-56\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_4\">\r\n",
+       "     <g id=\"line2d_12\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"55.778125\" xlink:href=\"#mefc8532109\" y=\"112.960288\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_13\">\r\n",
+       "      <!-- $\\mathdefault{10^{-6}}$ -->\r\n",
+       "      <g transform=\"translate(25.278125 116.759507)scale(0.1 -0.1)\">\r\n",
+       "       <use transform=\"translate(0 0.765625)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(63.623047 0.765625)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use transform=\"translate(128.203125 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-8722\"/>\r\n",
+       "       <use transform=\"translate(186.855469 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-54\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_5\">\r\n",
+       "     <g id=\"line2d_13\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"55.778125\" xlink:href=\"#mefc8532109\" y=\"84.951619\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_14\">\r\n",
+       "      <!-- $\\mathdefault{10^{-4}}$ -->\r\n",
+       "      <g transform=\"translate(25.278125 88.750838)scale(0.1 -0.1)\">\r\n",
+       "       <use transform=\"translate(0 0.684375)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(63.623047 0.684375)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use transform=\"translate(128.203125 38.965625)scale(0.7)\" xlink:href=\"#DejaVuSans-8722\"/>\r\n",
+       "       <use transform=\"translate(186.855469 38.965625)scale(0.7)\" xlink:href=\"#DejaVuSans-52\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_6\">\r\n",
+       "     <g id=\"line2d_14\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"55.778125\" xlink:href=\"#mefc8532109\" y=\"56.942949\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_15\">\r\n",
+       "      <!-- $\\mathdefault{10^{-2}}$ -->\r\n",
+       "      <g transform=\"translate(25.278125 60.742168)scale(0.1 -0.1)\">\r\n",
+       "       <use transform=\"translate(0 0.765625)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(63.623047 0.765625)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use transform=\"translate(128.203125 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-8722\"/>\r\n",
+       "       <use transform=\"translate(186.855469 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_7\">\r\n",
+       "     <g id=\"line2d_15\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"55.778125\" xlink:href=\"#mefc8532109\" y=\"28.93428\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_16\">\r\n",
+       "      <!-- $\\mathdefault{10^{0}}$ -->\r\n",
+       "      <g transform=\"translate(31.178125 32.733498)scale(0.1 -0.1)\">\r\n",
+       "       <use transform=\"translate(0 0.765625)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(63.623047 0.765625)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use transform=\"translate(128.203125 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_17\">\r\n",
+       "     <!-- Epsilon/E01 -->\r\n",
+       "     <g transform=\"translate(14.798437 145.070781)rotate(-90)scale(0.1 -0.1)\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 18.109375 8.203125 \r\n",
+       "L 18.109375 -20.796875 \r\n",
+       "L 9.078125 -20.796875 \r\n",
+       "L 9.078125 54.6875 \r\n",
+       "L 18.109375 54.6875 \r\n",
+       "L 18.109375 46.390625 \r\n",
+       "Q 20.953125 51.265625 25.265625 53.625 \r\n",
+       "Q 29.59375 56 35.59375 56 \r\n",
+       "Q 45.5625 56 51.78125 48.09375 \r\n",
+       "Q 58.015625 40.1875 58.015625 27.296875 \r\n",
+       "Q 58.015625 14.40625 51.78125 6.484375 \r\n",
+       "Q 45.5625 -1.421875 35.59375 -1.421875 \r\n",
+       "Q 29.59375 -1.421875 25.265625 0.953125 \r\n",
+       "Q 20.953125 3.328125 18.109375 8.203125 \r\n",
+       "z\r\n",
+       "M 48.6875 27.296875 \r\n",
+       "Q 48.6875 37.203125 44.609375 42.84375 \r\n",
+       "Q 40.53125 48.484375 33.40625 48.484375 \r\n",
+       "Q 26.265625 48.484375 22.1875 42.84375 \r\n",
+       "Q 18.109375 37.203125 18.109375 27.296875 \r\n",
+       "Q 18.109375 17.390625 22.1875 11.75 \r\n",
+       "Q 26.265625 6.109375 33.40625 6.109375 \r\n",
+       "Q 40.53125 6.109375 44.609375 11.75 \r\n",
+       "Q 48.6875 17.390625 48.6875 27.296875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-112\"/>\r\n",
+       "       <path d=\"M 44.28125 53.078125 \r\n",
+       "L 44.28125 44.578125 \r\n",
+       "Q 40.484375 46.53125 36.375 47.5 \r\n",
+       "Q 32.28125 48.484375 27.875 48.484375 \r\n",
+       "Q 21.1875 48.484375 17.84375 46.4375 \r\n",
+       "Q 14.5 44.390625 14.5 40.28125 \r\n",
+       "Q 14.5 37.15625 16.890625 35.375 \r\n",
+       "Q 19.28125 33.59375 26.515625 31.984375 \r\n",
+       "L 29.59375 31.296875 \r\n",
+       "Q 39.15625 29.25 43.1875 25.515625 \r\n",
+       "Q 47.21875 21.78125 47.21875 15.09375 \r\n",
+       "Q 47.21875 7.46875 41.1875 3.015625 \r\n",
+       "Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
+       "Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
+       "Q 10.6875 0.296875 5.421875 2 \r\n",
+       "L 5.421875 11.28125 \r\n",
+       "Q 10.40625 8.6875 15.234375 7.390625 \r\n",
+       "Q 20.0625 6.109375 24.8125 6.109375 \r\n",
+       "Q 31.15625 6.109375 34.5625 8.28125 \r\n",
+       "Q 37.984375 10.453125 37.984375 14.40625 \r\n",
+       "Q 37.984375 18.0625 35.515625 20.015625 \r\n",
+       "Q 33.0625 21.96875 24.703125 23.78125 \r\n",
+       "L 21.578125 24.515625 \r\n",
+       "Q 13.234375 26.265625 9.515625 29.90625 \r\n",
+       "Q 5.8125 33.546875 5.8125 39.890625 \r\n",
+       "Q 5.8125 47.609375 11.28125 51.796875 \r\n",
+       "Q 16.75 56 26.8125 56 \r\n",
+       "Q 31.78125 56 36.171875 55.265625 \r\n",
+       "Q 40.578125 54.546875 44.28125 53.078125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-115\"/>\r\n",
+       "       <path d=\"M 9.421875 54.6875 \r\n",
+       "L 18.40625 54.6875 \r\n",
+       "L 18.40625 0 \r\n",
+       "L 9.421875 0 \r\n",
+       "z\r\n",
+       "M 9.421875 75.984375 \r\n",
+       "L 18.40625 75.984375 \r\n",
+       "L 18.40625 64.59375 \r\n",
+       "L 9.421875 64.59375 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-105\"/>\r\n",
+       "       <path d=\"M 9.421875 75.984375 \r\n",
+       "L 18.40625 75.984375 \r\n",
+       "L 18.40625 0 \r\n",
+       "L 9.421875 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-108\"/>\r\n",
+       "       <path d=\"M 30.609375 48.390625 \r\n",
+       "Q 23.390625 48.390625 19.1875 42.75 \r\n",
+       "Q 14.984375 37.109375 14.984375 27.296875 \r\n",
+       "Q 14.984375 17.484375 19.15625 11.84375 \r\n",
+       "Q 23.34375 6.203125 30.609375 6.203125 \r\n",
+       "Q 37.796875 6.203125 41.984375 11.859375 \r\n",
+       "Q 46.1875 17.53125 46.1875 27.296875 \r\n",
+       "Q 46.1875 37.015625 41.984375 42.703125 \r\n",
+       "Q 37.796875 48.390625 30.609375 48.390625 \r\n",
+       "z\r\n",
+       "M 30.609375 56 \r\n",
+       "Q 42.328125 56 49.015625 48.375 \r\n",
+       "Q 55.71875 40.765625 55.71875 27.296875 \r\n",
+       "Q 55.71875 13.875 49.015625 6.21875 \r\n",
+       "Q 42.328125 -1.421875 30.609375 -1.421875 \r\n",
+       "Q 18.84375 -1.421875 12.171875 6.21875 \r\n",
+       "Q 5.515625 13.875 5.515625 27.296875 \r\n",
+       "Q 5.515625 40.765625 12.171875 48.375 \r\n",
+       "Q 18.84375 56 30.609375 56 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-111\"/>\r\n",
+       "       <path d=\"M 54.890625 33.015625 \r\n",
+       "L 54.890625 0 \r\n",
+       "L 45.90625 0 \r\n",
+       "L 45.90625 32.71875 \r\n",
+       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
+       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
+       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
+       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
+       "L 18.109375 0 \r\n",
+       "L 9.078125 0 \r\n",
+       "L 9.078125 54.6875 \r\n",
+       "L 18.109375 54.6875 \r\n",
+       "L 18.109375 46.1875 \r\n",
+       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
+       "Q 30.078125 56 35.796875 56 \r\n",
+       "Q 45.21875 56 50.046875 50.171875 \r\n",
+       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-110\"/>\r\n",
+       "      </defs>\r\n",
+       "      <use xlink:href=\"#DejaVuSans-69\"/>\r\n",
+       "      <use x=\"63.183594\" xlink:href=\"#DejaVuSans-112\"/>\r\n",
+       "      <use x=\"126.660156\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
+       "      <use x=\"178.759766\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
+       "      <use x=\"206.542969\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
+       "      <use x=\"234.326172\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
+       "      <use x=\"295.507812\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
+       "      <use x=\"358.886719\" xlink:href=\"#DejaVuSans-47\"/>\r\n",
+       "      <use x=\"392.578125\" xlink:href=\"#DejaVuSans-69\"/>\r\n",
+       "      <use x=\"455.761719\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      <use x=\"519.384766\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_16\">\r\n",
+       "    <path clip-path=\"url(#p6aacb96d64)\" d=\"M 70.996307 32.09476 \r\n",
+       "L 74.039943 41.841399 \r\n",
+       "L 77.08358 48.772789 \r\n",
+       "L 80.127216 54.436814 \r\n",
+       "L 83.170852 59.311307 \r\n",
+       "L 86.214489 63.642337 \r\n",
+       "L 89.258125 67.578315 \r\n",
+       "L 92.301761 71.214379 \r\n",
+       "L 95.345398 74.613945 \r\n",
+       "L 98.389034 77.820904 \r\n",
+       "L 101.43267 80.866806 \r\n",
+       "L 104.476307 83.77515 \r\n",
+       "L 107.519943 86.564004 \r\n",
+       "L 110.56358 89.247634 \r\n",
+       "L 113.607216 91.837568 \r\n",
+       "L 116.650852 94.343297 \r\n",
+       "L 119.694489 96.772761 \r\n",
+       "L 122.738125 99.132691 \r\n",
+       "L 125.781761 101.428861 \r\n",
+       "L 128.825398 103.666271 \r\n",
+       "L 131.869034 105.849288 \r\n",
+       "L 134.91267 107.981756 \r\n",
+       "L 137.956307 110.067082 \r\n",
+       "L 140.999943 112.1083 \r\n",
+       "L 144.04358 114.108132 \r\n",
+       "L 147.087216 116.069025 \r\n",
+       "L 150.130852 117.993194 \r\n",
+       "L 153.174489 119.882651 \r\n",
+       "L 156.218125 121.739228 \r\n",
+       "L 159.261761 123.564601 \r\n",
+       "L 162.305398 125.360308 \r\n",
+       "L 165.349034 127.127763 \r\n",
+       "L 168.39267 128.868271 \r\n",
+       "L 171.436307 130.58304 \r\n",
+       "L 174.479943 132.273188 \r\n",
+       "L 177.52358 133.939756 \r\n",
+       "L 180.567216 135.583713 \r\n",
+       "L 183.610852 137.205961 \r\n",
+       "L 186.654489 138.807346 \r\n",
+       "L 189.698125 140.38866 \r\n",
+       "L 192.741761 141.950644 \r\n",
+       "L 195.785398 143.493995 \r\n",
+       "L 198.829034 145.019372 \r\n",
+       "L 201.87267 146.527392 \r\n",
+       "L 204.916307 148.018638 \r\n",
+       "L 207.959943 149.493662 \r\n",
+       "L 211.00358 150.952987 \r\n",
+       "L 214.047216 152.397107 \r\n",
+       "L 217.090852 153.826493 \r\n",
+       "L 220.134489 155.241585 \r\n",
+       "L 223.178125 156.642813 \r\n",
+       "L 226.221761 158.030571 \r\n",
+       "L 229.265398 159.40525 \r\n",
+       "L 232.309034 160.767219 \r\n",
+       "L 235.35267 162.116814 \r\n",
+       "L 238.396307 163.454375 \r\n",
+       "L 241.439943 164.780228 \r\n",
+       "L 244.48358 166.094664 \r\n",
+       "L 247.527216 167.39798 \r\n",
+       "L 250.570852 168.690485 \r\n",
+       "L 253.614489 169.972367 \r\n",
+       "L 256.658125 171.243952 \r\n",
+       "L 259.701761 172.505425 \r\n",
+       "L 262.745398 173.757148 \r\n",
+       "L 265.789034 174.99926 \r\n",
+       "L 268.83267 176.231914 \r\n",
+       "L 271.876307 177.45544 \r\n",
+       "L 274.919943 178.669957 \r\n",
+       "L 277.96358 179.875749 \r\n",
+       "L 281.007216 181.07327 \r\n",
+       "L 284.050852 182.261558 \r\n",
+       "L 287.094489 183.442274 \r\n",
+       "L 290.138125 184.614618 \r\n",
+       "L 293.181761 185.779143 \r\n",
+       "L 296.225398 186.93657 \r\n",
+       "L 299.269034 188.085769 \r\n",
+       "L 302.31267 189.227669 \r\n",
+       "L 305.356307 190.362539 \r\n",
+       "L 308.399943 191.489496 \r\n",
+       "L 311.44358 192.610335 \r\n",
+       "L 314.487216 193.72116 \r\n",
+       "L 317.530852 194.827868 \r\n",
+       "L 320.574489 195.92943 \r\n",
+       "L 323.618125 197.021836 \r\n",
+       "L 326.661761 198.111771 \r\n",
+       "L 329.705398 199.188892 \r\n",
+       "L 332.749034 200.268626 \r\n",
+       "L 335.79267 201.335722 \r\n",
+       "L 338.836307 202.39698 \r\n",
+       "L 341.879943 203.453127 \r\n",
+       "L 344.92358 204.513578 \r\n",
+       "L 347.967216 205.55846 \r\n",
+       "L 351.010852 206.593962 \r\n",
+       "L 354.054489 207.620213 \r\n",
+       "L 357.098125 208.645624 \r\n",
+       "L 360.141761 209.66427 \r\n",
+       "L 363.185398 210.705292 \r\n",
+       "L 366.229034 211.708494 \r\n",
+       "L 369.27267 212.710611 \r\n",
+       "L 372.316307 213.73341 \r\n",
+       "L 375.359943 214.756364 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_17\">\r\n",
+       "    <path clip-path=\"url(#p6aacb96d64)\" d=\"M 70.996307 23.307558 \r\n",
+       "L 74.039943 30.221235 \r\n",
+       "L 77.08358 34.799893 \r\n",
+       "L 80.127216 38.64787 \r\n",
+       "L 83.170852 42.147084 \r\n",
+       "L 86.214489 45.424859 \r\n",
+       "L 89.258125 48.531974 \r\n",
+       "L 92.301761 51.494777 \r\n",
+       "L 95.345398 54.331212 \r\n",
+       "L 98.389034 57.05548 \r\n",
+       "L 101.43267 59.679439 \r\n",
+       "L 104.476307 62.213143 \r\n",
+       "L 107.519943 64.665175 \r\n",
+       "L 110.56358 67.042899 \r\n",
+       "L 113.607216 69.352672 \r\n",
+       "L 116.650852 71.600014 \r\n",
+       "L 119.694489 73.789747 \r\n",
+       "L 122.738125 75.926115 \r\n",
+       "L 125.781761 78.012868 \r\n",
+       "L 128.825398 80.053341 \r\n",
+       "L 131.869034 82.050514 \r\n",
+       "L 134.91267 84.007062 \r\n",
+       "L 137.956307 85.925398 \r\n",
+       "L 140.999943 87.807705 \r\n",
+       "L 144.04358 89.655968 \r\n",
+       "L 147.087216 91.471995 \r\n",
+       "L 150.130852 93.25744 \r\n",
+       "L 153.174489 95.013823 \r\n",
+       "L 156.218125 96.742538 \r\n",
+       "L 159.261761 98.444875 \r\n",
+       "L 162.305398 100.122025 \r\n",
+       "L 165.349034 101.775091 \r\n",
+       "L 168.39267 103.405099 \r\n",
+       "L 171.436307 105.013005 \r\n",
+       "L 174.479943 106.599698 \r\n",
+       "L 177.52358 108.166011 \r\n",
+       "L 180.567216 109.712722 \r\n",
+       "L 183.610852 111.240563 \r\n",
+       "L 186.654489 112.750219 \r\n",
+       "L 189.698125 114.242336 \r\n",
+       "L 192.741761 115.717521 \r\n",
+       "L 195.785398 117.176348 \r\n",
+       "L 198.829034 118.61936 \r\n",
+       "L 201.87267 120.047067 \r\n",
+       "L 204.916307 121.459956 \r\n",
+       "L 207.959943 122.858486 \r\n",
+       "L 211.00358 124.243094 \r\n",
+       "L 214.047216 125.614194 \r\n",
+       "L 217.090852 126.972181 \r\n",
+       "L 220.134489 128.317431 \r\n",
+       "L 223.178125 129.650302 \r\n",
+       "L 226.221761 130.971134 \r\n",
+       "L 229.265398 132.280254 \r\n",
+       "L 232.309034 133.577974 \r\n",
+       "L 235.35267 134.86459 \r\n",
+       "L 238.396307 136.140387 \r\n",
+       "L 241.439943 137.40564 \r\n",
+       "L 244.48358 138.660609 \r\n",
+       "L 247.527216 139.905544 \r\n",
+       "L 250.570852 141.140687 \r\n",
+       "L 253.614489 142.366271 \r\n",
+       "L 256.658125 143.582514 \r\n",
+       "L 259.701761 144.789634 \r\n",
+       "L 262.745398 145.987832 \r\n",
+       "L 265.789034 147.177311 \r\n",
+       "L 268.83267 148.35826 \r\n",
+       "L 271.876307 149.53086 \r\n",
+       "L 274.919943 150.695293 \r\n",
+       "L 277.96358 151.851724 \r\n",
+       "L 281.007216 153.000323 \r\n",
+       "L 284.050852 154.141254 \r\n",
+       "L 287.094489 155.274659 \r\n",
+       "L 290.138125 156.400698 \r\n",
+       "L 293.181761 157.519501 \r\n",
+       "L 296.225398 158.631224 \r\n",
+       "L 299.269034 159.736008 \r\n",
+       "L 302.31267 160.833953 \r\n",
+       "L 305.356307 161.925211 \r\n",
+       "L 308.399943 163.009887 \r\n",
+       "L 311.44358 164.088129 \r\n",
+       "L 314.487216 165.160011 \r\n",
+       "L 317.530852 166.225666 \r\n",
+       "L 320.574489 167.285256 \r\n",
+       "L 323.618125 168.338784 \r\n",
+       "L 326.661761 169.386405 \r\n",
+       "L 329.705398 170.428252 \r\n",
+       "L 332.749034 171.464373 \r\n",
+       "L 335.79267 172.494859 \r\n",
+       "L 338.836307 173.519725 \r\n",
+       "L 341.879943 174.539325 \r\n",
+       "L 344.92358 175.553512 \r\n",
+       "L 347.967216 176.562661 \r\n",
+       "L 351.010852 177.566053 \r\n",
+       "L 354.054489 178.56468 \r\n",
+       "L 357.098125 179.55848 \r\n",
+       "L 360.141761 180.547424 \r\n",
+       "L 363.185398 181.530955 \r\n",
+       "L 366.229034 182.510258 \r\n",
+       "L 369.27267 183.483915 \r\n",
+       "L 372.316307 184.453876 \r\n",
+       "L 375.359943 185.418474 \r\n",
+       "\" style=\"fill:none;stroke:#0000ff;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_18\">\r\n",
+       "    <path clip-path=\"url(#p6aacb96d64)\" d=\"M 70.996307 19.228962 \r\n",
+       "L 74.039943 24.877465 \r\n",
+       "L 77.08358 28.185699 \r\n",
+       "L 80.127216 30.72043 \r\n",
+       "L 83.170852 32.900474 \r\n",
+       "L 86.214489 34.913563 \r\n",
+       "L 89.258125 36.85953 \r\n",
+       "L 92.301761 38.790795 \r\n",
+       "L 95.345398 40.73052 \r\n",
+       "L 98.389034 42.68402 \r\n",
+       "L 101.43267 44.647008 \r\n",
+       "L 104.476307 46.611366 \r\n",
+       "L 107.519943 48.568642 \r\n",
+       "L 110.56358 50.511723 \r\n",
+       "L 113.607216 52.435319 \r\n",
+       "L 116.650852 54.335843 \r\n",
+       "L 119.694489 56.211083 \r\n",
+       "L 122.738125 58.059844 \r\n",
+       "L 125.781761 59.881647 \r\n",
+       "L 128.825398 61.676502 \r\n",
+       "L 131.869034 63.444739 \r\n",
+       "L 134.91267 65.186897 \r\n",
+       "L 137.956307 66.903638 \r\n",
+       "L 140.999943 68.595699 \r\n",
+       "L 144.04358 70.263853 \r\n",
+       "L 147.087216 71.908883 \r\n",
+       "L 150.130852 73.53157 \r\n",
+       "L 153.174489 75.132677 \r\n",
+       "L 156.218125 76.712946 \r\n",
+       "L 159.261761 78.273097 \r\n",
+       "L 162.305398 79.813817 \r\n",
+       "L 165.349034 81.335767 \r\n",
+       "L 168.39267 82.839579 \r\n",
+       "L 171.436307 84.325857 \r\n",
+       "L 174.479943 85.795175 \r\n",
+       "L 177.52358 87.248082 \r\n",
+       "L 180.567216 88.685101 \r\n",
+       "L 183.610852 90.10673 \r\n",
+       "L 186.654489 91.513445 \r\n",
+       "L 189.698125 92.905698 \r\n",
+       "L 192.741761 94.283921 \r\n",
+       "L 195.785398 95.648526 \r\n",
+       "L 198.829034 96.999906 \r\n",
+       "L 201.87267 98.338438 \r\n",
+       "L 204.916307 99.66448 \r\n",
+       "L 207.959943 100.978376 \r\n",
+       "L 211.00358 102.280453 \r\n",
+       "L 214.047216 103.571027 \r\n",
+       "L 217.090852 104.850398 \r\n",
+       "L 220.134489 106.118854 \r\n",
+       "L 223.178125 107.376673 \r\n",
+       "L 226.221761 108.624118 \r\n",
+       "L 229.265398 109.861446 \r\n",
+       "L 232.309034 111.088901 \r\n",
+       "L 235.35267 112.306718 \r\n",
+       "L 238.396307 113.515122 \r\n",
+       "L 241.439943 114.714332 \r\n",
+       "L 244.48358 115.904556 \r\n",
+       "L 247.527216 117.085997 \r\n",
+       "L 250.570852 118.258847 \r\n",
+       "L 253.614489 119.423296 \r\n",
+       "L 256.658125 120.579523 \r\n",
+       "L 259.701761 121.727702 \r\n",
+       "L 262.745398 122.868002 \r\n",
+       "L 265.789034 124.000586 \r\n",
+       "L 268.83267 125.125609 \r\n",
+       "L 271.876307 126.243225 \r\n",
+       "L 274.919943 127.353579 \r\n",
+       "L 277.96358 128.456815 \r\n",
+       "L 281.007216 129.553068 \r\n",
+       "L 284.050852 130.642473 \r\n",
+       "L 287.094489 131.725159 \r\n",
+       "L 290.138125 132.801249 \r\n",
+       "L 293.181761 133.870866 \r\n",
+       "L 296.225398 134.934127 \r\n",
+       "L 299.269034 135.991146 \r\n",
+       "L 302.31267 137.042034 \r\n",
+       "L 305.356307 138.086897 \r\n",
+       "L 308.399943 139.12584 \r\n",
+       "L 311.44358 140.158964 \r\n",
+       "L 314.487216 141.18637 \r\n",
+       "L 317.530852 142.20815 \r\n",
+       "L 320.574489 143.224399 \r\n",
+       "L 323.618125 144.235208 \r\n",
+       "L 326.661761 145.240662 \r\n",
+       "L 329.705398 146.240849 \r\n",
+       "L 332.749034 147.235856 \r\n",
+       "L 335.79267 148.225755 \r\n",
+       "L 338.836307 149.210637 \r\n",
+       "L 341.879943 150.190571 \r\n",
+       "L 344.92358 151.165631 \r\n",
+       "L 347.967216 152.135888 \r\n",
+       "L 351.010852 153.101429 \r\n",
+       "L 354.054489 154.062315 \r\n",
+       "L 357.098125 155.018612 \r\n",
+       "L 360.141761 155.97038 \r\n",
+       "L 363.185398 156.9177 \r\n",
+       "L 366.229034 157.860613 \r\n",
+       "L 369.27267 158.799198 \r\n",
+       "L 372.316307 159.733505 \r\n",
+       "L 375.359943 160.663611 \r\n",
+       "\" style=\"fill:none;stroke:#ff0000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_19\">\r\n",
+       "    <path clip-path=\"url(#p6aacb96d64)\" d=\"M 70.996307 17.083636 \r\n",
+       "L 74.039943 22.32564 \r\n",
+       "L 77.08358 25.049161 \r\n",
+       "L 80.127216 26.919788 \r\n",
+       "L 83.170852 28.39625 \r\n",
+       "L 86.214489 29.675278 \r\n",
+       "L 89.258125 30.85635 \r\n",
+       "L 92.301761 31.994227 \r\n",
+       "L 95.345398 33.121277 \r\n",
+       "L 98.389034 34.257948 \r\n",
+       "L 101.43267 35.417692 \r\n",
+       "L 104.476307 36.609235 \r\n",
+       "L 107.519943 37.837595 \r\n",
+       "L 110.56358 39.104608 \r\n",
+       "L 113.607216 40.409352 \r\n",
+       "L 116.650852 41.748668 \r\n",
+       "L 119.694489 43.117807 \r\n",
+       "L 122.738125 44.51114 \r\n",
+       "L 125.781761 45.922798 \r\n",
+       "L 128.825398 47.347176 \r\n",
+       "L 131.869034 48.779252 \r\n",
+       "L 134.91267 50.214736 \r\n",
+       "L 137.956307 51.650094 \r\n",
+       "L 140.999943 53.082499 \r\n",
+       "L 144.04358 54.509741 \r\n",
+       "L 147.087216 55.930122 \r\n",
+       "L 150.130852 57.342364 \r\n",
+       "L 153.174489 58.745517 \r\n",
+       "L 156.218125 60.138898 \r\n",
+       "L 159.261761 61.522023 \r\n",
+       "L 162.305398 62.894567 \r\n",
+       "L 165.349034 64.256328 \r\n",
+       "L 168.39267 65.607197 \r\n",
+       "L 171.436307 66.947137 \r\n",
+       "L 174.479943 68.276167 \r\n",
+       "L 177.52358 69.594349 \r\n",
+       "L 180.567216 70.901777 \r\n",
+       "L 183.610852 72.198569 \r\n",
+       "L 186.654489 73.484861 \r\n",
+       "L 189.698125 74.760804 \r\n",
+       "L 192.741761 76.026558 \r\n",
+       "L 195.785398 77.282289 \r\n",
+       "L 198.829034 78.52817 \r\n",
+       "L 201.87267 79.764373 \r\n",
+       "L 204.916307 80.991073 \r\n",
+       "L 207.959943 82.208446 \r\n",
+       "L 211.00358 83.416666 \r\n",
+       "L 214.047216 84.615904 \r\n",
+       "L 217.090852 85.806331 \r\n",
+       "L 220.134489 86.988115 \r\n",
+       "L 223.178125 88.161419 \r\n",
+       "L 226.221761 89.326407 \r\n",
+       "L 229.265398 90.483236 \r\n",
+       "L 232.309034 91.632061 \r\n",
+       "L 235.35267 92.773033 \r\n",
+       "L 238.396307 93.906301 \r\n",
+       "L 241.439943 95.032008 \r\n",
+       "L 244.48358 96.150294 \r\n",
+       "L 247.527216 97.261299 \r\n",
+       "L 250.570852 98.365154 \r\n",
+       "L 253.614489 99.461991 \r\n",
+       "L 256.658125 100.551936 \r\n",
+       "L 259.701761 101.635114 \r\n",
+       "L 262.745398 102.711644 \r\n",
+       "L 265.789034 103.781644 \r\n",
+       "L 268.83267 104.845229 \r\n",
+       "L 271.876307 105.902509 \r\n",
+       "L 274.919943 106.953594 \r\n",
+       "L 277.96358 107.998588 \r\n",
+       "L 281.007216 109.037596 \r\n",
+       "L 284.050852 110.070716 \r\n",
+       "L 287.094489 111.098047 \r\n",
+       "L 290.138125 112.119684 \r\n",
+       "L 293.181761 113.135719 \r\n",
+       "L 296.225398 114.146244 \r\n",
+       "L 299.269034 115.151346 \r\n",
+       "L 302.31267 116.151111 \r\n",
+       "L 305.356307 117.145623 \r\n",
+       "L 308.399943 118.134964 \r\n",
+       "L 311.44358 119.119213 \r\n",
+       "L 314.487216 120.098449 \r\n",
+       "L 317.530852 121.072746 \r\n",
+       "L 320.574489 122.042181 \r\n",
+       "L 323.618125 123.006823 \r\n",
+       "L 326.661761 123.966745 \r\n",
+       "L 329.705398 124.922015 \r\n",
+       "L 332.749034 125.8727 \r\n",
+       "L 335.79267 126.818867 \r\n",
+       "L 338.836307 127.760579 \r\n",
+       "L 341.879943 128.697899 \r\n",
+       "L 344.92358 129.630888 \r\n",
+       "L 347.967216 130.559607 \r\n",
+       "L 351.010852 131.484115 \r\n",
+       "L 354.054489 132.404467 \r\n",
+       "L 357.098125 133.320721 \r\n",
+       "L 360.141761 134.232932 \r\n",
+       "L 363.185398 135.141152 \r\n",
+       "L 366.229034 136.045435 \r\n",
+       "L 369.27267 136.945831 \r\n",
+       "L 372.316307 137.842392 \r\n",
+       "L 375.359943 138.735165 \r\n",
+       "\" style=\"fill:none;stroke:#008000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_3\">\r\n",
+       "    <path d=\"M 55.778125 224.64 \r\n",
+       "L 55.778125 7.2 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_4\">\r\n",
+       "    <path d=\"M 390.578125 224.64 \r\n",
+       "L 390.578125 7.2 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_5\">\r\n",
+       "    <path d=\"M 55.778125 224.64 \r\n",
+       "L 390.578125 224.64 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_6\">\r\n",
+       "    <path d=\"M 55.778125 7.2 \r\n",
+       "L 390.578125 7.2 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"legend_1\">\r\n",
+       "    <g id=\"patch_7\">\r\n",
+       "     <path d=\"M 314.9875 88.590625 \r\n",
+       "L 383.578125 88.590625 \r\n",
+       "Q 385.578125 88.590625 385.578125 86.590625 \r\n",
+       "L 385.578125 14.2 \r\n",
+       "Q 385.578125 12.2 383.578125 12.2 \r\n",
+       "L 314.9875 12.2 \r\n",
+       "Q 312.9875 12.2 312.9875 14.2 \r\n",
+       "L 312.9875 86.590625 \r\n",
+       "Q 312.9875 88.590625 314.9875 88.590625 \r\n",
+       "z\r\n",
+       "\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_18\">\r\n",
+       "     <!-- Energy Level -->\r\n",
+       "     <g transform=\"translate(316.9875 23.798437)scale(0.1 -0.1)\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 56.203125 29.59375 \r\n",
+       "L 56.203125 25.203125 \r\n",
+       "L 14.890625 25.203125 \r\n",
+       "Q 15.484375 15.921875 20.484375 11.0625 \r\n",
+       "Q 25.484375 6.203125 34.421875 6.203125 \r\n",
+       "Q 39.59375 6.203125 44.453125 7.46875 \r\n",
+       "Q 49.3125 8.734375 54.109375 11.28125 \r\n",
+       "L 54.109375 2.78125 \r\n",
+       "Q 49.265625 0.734375 44.1875 -0.34375 \r\n",
+       "Q 39.109375 -1.421875 33.890625 -1.421875 \r\n",
+       "Q 20.796875 -1.421875 13.15625 6.1875 \r\n",
+       "Q 5.515625 13.8125 5.515625 26.8125 \r\n",
+       "Q 5.515625 40.234375 12.765625 48.109375 \r\n",
+       "Q 20.015625 56 32.328125 56 \r\n",
+       "Q 43.359375 56 49.78125 48.890625 \r\n",
+       "Q 56.203125 41.796875 56.203125 29.59375 \r\n",
+       "z\r\n",
+       "M 47.21875 32.234375 \r\n",
+       "Q 47.125 39.59375 43.09375 43.984375 \r\n",
+       "Q 39.0625 48.390625 32.421875 48.390625 \r\n",
+       "Q 24.90625 48.390625 20.390625 44.140625 \r\n",
+       "Q 15.875 39.890625 15.1875 32.171875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-101\"/>\r\n",
+       "       <path d=\"M 41.109375 46.296875 \r\n",
+       "Q 39.59375 47.171875 37.8125 47.578125 \r\n",
+       "Q 36.03125 48 33.890625 48 \r\n",
+       "Q 26.265625 48 22.1875 43.046875 \r\n",
+       "Q 18.109375 38.09375 18.109375 28.8125 \r\n",
+       "L 18.109375 0 \r\n",
+       "L 9.078125 0 \r\n",
+       "L 9.078125 54.6875 \r\n",
+       "L 18.109375 54.6875 \r\n",
+       "L 18.109375 46.1875 \r\n",
+       "Q 20.953125 51.171875 25.484375 53.578125 \r\n",
+       "Q 30.03125 56 36.53125 56 \r\n",
+       "Q 37.453125 56 38.578125 55.875 \r\n",
+       "Q 39.703125 55.765625 41.0625 55.515625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-114\"/>\r\n",
+       "       <path d=\"M 45.40625 27.984375 \r\n",
+       "Q 45.40625 37.75 41.375 43.109375 \r\n",
+       "Q 37.359375 48.484375 30.078125 48.484375 \r\n",
+       "Q 22.859375 48.484375 18.828125 43.109375 \r\n",
+       "Q 14.796875 37.75 14.796875 27.984375 \r\n",
+       "Q 14.796875 18.265625 18.828125 12.890625 \r\n",
+       "Q 22.859375 7.515625 30.078125 7.515625 \r\n",
+       "Q 37.359375 7.515625 41.375 12.890625 \r\n",
+       "Q 45.40625 18.265625 45.40625 27.984375 \r\n",
+       "z\r\n",
+       "M 54.390625 6.78125 \r\n",
+       "Q 54.390625 -7.171875 48.1875 -13.984375 \r\n",
+       "Q 42 -20.796875 29.203125 -20.796875 \r\n",
+       "Q 24.46875 -20.796875 20.265625 -20.09375 \r\n",
+       "Q 16.0625 -19.390625 12.109375 -17.921875 \r\n",
+       "L 12.109375 -9.1875 \r\n",
+       "Q 16.0625 -11.328125 19.921875 -12.34375 \r\n",
+       "Q 23.78125 -13.375 27.78125 -13.375 \r\n",
+       "Q 36.625 -13.375 41.015625 -8.765625 \r\n",
+       "Q 45.40625 -4.15625 45.40625 5.171875 \r\n",
+       "L 45.40625 9.625 \r\n",
+       "Q 42.625 4.78125 38.28125 2.390625 \r\n",
+       "Q 33.9375 0 27.875 0 \r\n",
+       "Q 17.828125 0 11.671875 7.65625 \r\n",
+       "Q 5.515625 15.328125 5.515625 27.984375 \r\n",
+       "Q 5.515625 40.671875 11.671875 48.328125 \r\n",
+       "Q 17.828125 56 27.875 56 \r\n",
+       "Q 33.9375 56 38.28125 53.609375 \r\n",
+       "Q 42.625 51.21875 45.40625 46.390625 \r\n",
+       "L 45.40625 54.6875 \r\n",
+       "L 54.390625 54.6875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-103\"/>\r\n",
+       "       <path d=\"M 32.171875 -5.078125 \r\n",
+       "Q 28.375 -14.84375 24.75 -17.8125 \r\n",
+       "Q 21.140625 -20.796875 15.09375 -20.796875 \r\n",
+       "L 7.90625 -20.796875 \r\n",
+       "L 7.90625 -13.28125 \r\n",
+       "L 13.1875 -13.28125 \r\n",
+       "Q 16.890625 -13.28125 18.9375 -11.515625 \r\n",
+       "Q 21 -9.765625 23.484375 -3.21875 \r\n",
+       "L 25.09375 0.875 \r\n",
+       "L 2.984375 54.6875 \r\n",
+       "L 12.5 54.6875 \r\n",
+       "L 29.59375 11.921875 \r\n",
+       "L 46.6875 54.6875 \r\n",
+       "L 56.203125 54.6875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-121\"/>\r\n",
+       "       <path id=\"DejaVuSans-32\"/>\r\n",
+       "       <path d=\"M 9.8125 72.90625 \r\n",
+       "L 19.671875 72.90625 \r\n",
+       "L 19.671875 8.296875 \r\n",
+       "L 55.171875 8.296875 \r\n",
+       "L 55.171875 0 \r\n",
+       "L 9.8125 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-76\"/>\r\n",
+       "       <path d=\"M 2.984375 54.6875 \r\n",
+       "L 12.5 54.6875 \r\n",
+       "L 29.59375 8.796875 \r\n",
+       "L 46.6875 54.6875 \r\n",
+       "L 56.203125 54.6875 \r\n",
+       "L 35.6875 0 \r\n",
+       "L 23.484375 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-118\"/>\r\n",
+       "      </defs>\r\n",
+       "      <use xlink:href=\"#DejaVuSans-69\"/>\r\n",
+       "      <use x=\"63.183594\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
+       "      <use x=\"126.5625\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
+       "      <use x=\"188.085938\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
+       "      <use x=\"227.449219\" xlink:href=\"#DejaVuSans-103\"/>\r\n",
+       "      <use x=\"290.925781\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
+       "      <use x=\"350.105469\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
+       "      <use x=\"381.892578\" xlink:href=\"#DejaVuSans-76\"/>\r\n",
+       "      <use x=\"435.855469\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
+       "      <use x=\"497.378906\" xlink:href=\"#DejaVuSans-118\"/>\r\n",
+       "      <use x=\"556.558594\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
+       "      <use x=\"618.082031\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_20\">\r\n",
+       "     <path d=\"M 323.041406 34.976562 \r\n",
+       "L 343.041406 34.976562 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_21\"/>\r\n",
+       "    <g id=\"text_19\">\r\n",
+       "     <!-- m=0 -->\r\n",
+       "     <g transform=\"translate(351.041406 38.476562)scale(0.1 -0.1)\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 52 44.1875 \r\n",
+       "Q 55.375 50.25 60.0625 53.125 \r\n",
+       "Q 64.75 56 71.09375 56 \r\n",
+       "Q 79.640625 56 84.28125 50.015625 \r\n",
+       "Q 88.921875 44.046875 88.921875 33.015625 \r\n",
+       "L 88.921875 0 \r\n",
+       "L 79.890625 0 \r\n",
+       "L 79.890625 32.71875 \r\n",
+       "Q 79.890625 40.578125 77.09375 44.375 \r\n",
+       "Q 74.3125 48.1875 68.609375 48.1875 \r\n",
+       "Q 61.625 48.1875 57.5625 43.546875 \r\n",
+       "Q 53.515625 38.921875 53.515625 30.90625 \r\n",
+       "L 53.515625 0 \r\n",
+       "L 44.484375 0 \r\n",
+       "L 44.484375 32.71875 \r\n",
+       "Q 44.484375 40.625 41.703125 44.40625 \r\n",
+       "Q 38.921875 48.1875 33.109375 48.1875 \r\n",
+       "Q 26.21875 48.1875 22.15625 43.53125 \r\n",
+       "Q 18.109375 38.875 18.109375 30.90625 \r\n",
+       "L 18.109375 0 \r\n",
+       "L 9.078125 0 \r\n",
+       "L 9.078125 54.6875 \r\n",
+       "L 18.109375 54.6875 \r\n",
+       "L 18.109375 46.1875 \r\n",
+       "Q 21.1875 51.21875 25.484375 53.609375 \r\n",
+       "Q 29.78125 56 35.6875 56 \r\n",
+       "Q 41.65625 56 45.828125 52.96875 \r\n",
+       "Q 50 49.953125 52 44.1875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-109\"/>\r\n",
+       "       <path d=\"M 10.59375 45.40625 \r\n",
+       "L 73.1875 45.40625 \r\n",
+       "L 73.1875 37.203125 \r\n",
+       "L 10.59375 37.203125 \r\n",
+       "z\r\n",
+       "M 10.59375 25.484375 \r\n",
+       "L 73.1875 25.484375 \r\n",
+       "L 73.1875 17.1875 \r\n",
+       "L 10.59375 17.1875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-61\"/>\r\n",
+       "      </defs>\r\n",
+       "      <use xlink:href=\"#DejaVuSans-109\"/>\r\n",
+       "      <use x=\"97.412109\" xlink:href=\"#DejaVuSans-61\"/>\r\n",
+       "      <use x=\"181.201172\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_22\">\r\n",
+       "     <path d=\"M 323.041406 49.654687 \r\n",
+       "L 343.041406 49.654687 \r\n",
+       "\" style=\"fill:none;stroke:#0000ff;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_23\"/>\r\n",
+       "    <g id=\"text_20\">\r\n",
+       "     <!-- m=1 -->\r\n",
+       "     <g transform=\"translate(351.041406 53.154687)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-109\"/>\r\n",
+       "      <use x=\"97.412109\" xlink:href=\"#DejaVuSans-61\"/>\r\n",
+       "      <use x=\"181.201172\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_24\">\r\n",
+       "     <path d=\"M 323.041406 64.332812 \r\n",
+       "L 343.041406 64.332812 \r\n",
+       "\" style=\"fill:none;stroke:#ff0000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_25\"/>\r\n",
+       "    <g id=\"text_21\">\r\n",
+       "     <!-- m=2 -->\r\n",
+       "     <g transform=\"translate(351.041406 67.832812)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-109\"/>\r\n",
+       "      <use x=\"97.412109\" xlink:href=\"#DejaVuSans-61\"/>\r\n",
+       "      <use x=\"181.201172\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_26\">\r\n",
+       "     <path d=\"M 323.041406 79.010937 \r\n",
+       "L 343.041406 79.010937 \r\n",
+       "\" style=\"fill:none;stroke:#008000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_27\"/>\r\n",
+       "    <g id=\"text_22\">\r\n",
+       "     <!-- m=3 -->\r\n",
+       "     <g transform=\"translate(351.041406 82.510937)scale(0.1 -0.1)\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 40.578125 39.3125 \r\n",
+       "Q 47.65625 37.796875 51.625 33 \r\n",
+       "Q 55.609375 28.21875 55.609375 21.1875 \r\n",
+       "Q 55.609375 10.40625 48.1875 4.484375 \r\n",
+       "Q 40.765625 -1.421875 27.09375 -1.421875 \r\n",
+       "Q 22.515625 -1.421875 17.65625 -0.515625 \r\n",
+       "Q 12.796875 0.390625 7.625 2.203125 \r\n",
+       "L 7.625 11.71875 \r\n",
+       "Q 11.71875 9.328125 16.59375 8.109375 \r\n",
+       "Q 21.484375 6.890625 26.8125 6.890625 \r\n",
+       "Q 36.078125 6.890625 40.9375 10.546875 \r\n",
+       "Q 45.796875 14.203125 45.796875 21.1875 \r\n",
+       "Q 45.796875 27.640625 41.28125 31.265625 \r\n",
+       "Q 36.765625 34.90625 28.71875 34.90625 \r\n",
+       "L 20.21875 34.90625 \r\n",
+       "L 20.21875 43.015625 \r\n",
+       "L 29.109375 43.015625 \r\n",
+       "Q 36.375 43.015625 40.234375 45.921875 \r\n",
+       "Q 44.09375 48.828125 44.09375 54.296875 \r\n",
+       "Q 44.09375 59.90625 40.109375 62.90625 \r\n",
+       "Q 36.140625 65.921875 28.71875 65.921875 \r\n",
+       "Q 24.65625 65.921875 20.015625 65.03125 \r\n",
+       "Q 15.375 64.15625 9.8125 62.3125 \r\n",
+       "L 9.8125 71.09375 \r\n",
+       "Q 15.4375 72.65625 20.34375 73.4375 \r\n",
+       "Q 25.25 74.21875 29.59375 74.21875 \r\n",
+       "Q 40.828125 74.21875 47.359375 69.109375 \r\n",
+       "Q 53.90625 64.015625 53.90625 55.328125 \r\n",
+       "Q 53.90625 49.265625 50.4375 45.09375 \r\n",
+       "Q 46.96875 40.921875 40.578125 39.3125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-51\"/>\r\n",
+       "      </defs>\r\n",
+       "      <use xlink:href=\"#DejaVuSans-109\"/>\r\n",
+       "      <use x=\"97.412109\" xlink:href=\"#DejaVuSans-61\"/>\r\n",
+       "      <use x=\"181.201172\" xlink:href=\"#DejaVuSans-51\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "  </g>\r\n",
+       " </g>\r\n",
+       " <defs>\r\n",
+       "  <clipPath id=\"p6aacb96d64\">\r\n",
+       "   <rect height=\"217.44\" width=\"334.8\" x=\"55.778125\" y=\"7.2\"/>\r\n",
+       "  </clipPath>\r\n",
+       " </defs>\r\n",
+       "</svg>\r\n"
+      ],
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
     }
    ],
    "source": [
@@ -484,7 +4312,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -501,7 +4329,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -526,18 +4354,1281 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 15,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "<matplotlib.legend.Legend at 0x19ecd73bf88>"
+       "<matplotlib.legend.Legend at 0x1c1fdf815c8>"
       ]
      },
-     "execution_count": 14,
+     "execution_count": 15,
      "metadata": {},
      "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/svg+xml": [
+       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
+       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
+       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
+       "<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
+       "<svg height=\"262.19625pt\" version=\"1.1\" viewBox=\"0 0 382.603125 262.19625\" width=\"382.603125pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
+       " <metadata>\r\n",
+       "  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n",
+       "   <cc:Work>\r\n",
+       "    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n",
+       "    <dc:date>2021-08-20T09:19:23.750519</dc:date>\r\n",
+       "    <dc:format>image/svg+xml</dc:format>\r\n",
+       "    <dc:creator>\r\n",
+       "     <cc:Agent>\r\n",
+       "      <dc:title>Matplotlib v3.3.3, https://matplotlib.org/</dc:title>\r\n",
+       "     </cc:Agent>\r\n",
+       "    </dc:creator>\r\n",
+       "   </cc:Work>\r\n",
+       "  </rdf:RDF>\r\n",
+       " </metadata>\r\n",
+       " <defs>\r\n",
+       "  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\r\n",
+       " </defs>\r\n",
+       " <g id=\"figure_1\">\r\n",
+       "  <g id=\"patch_1\">\r\n",
+       "   <path d=\"M 0 262.19625 \r\n",
+       "L 382.603125 262.19625 \r\n",
+       "L 382.603125 0 \r\n",
+       "L 0 0 \r\n",
+       "z\r\n",
+       "\" style=\"fill:none;\"/>\r\n",
+       "  </g>\r\n",
+       "  <g id=\"axes_1\">\r\n",
+       "   <g id=\"patch_2\">\r\n",
+       "    <path d=\"M 40.603125 224.64 \r\n",
+       "L 375.403125 224.64 \r\n",
+       "L 375.403125 7.2 \r\n",
+       "L 40.603125 7.2 \r\n",
+       "z\r\n",
+       "\" style=\"fill:#ffffff;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"matplotlib.axis_1\">\r\n",
+       "    <g id=\"xtick_1\">\r\n",
+       "     <g id=\"line2d_1\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 0 0 \r\n",
+       "L 0 3.5 \r\n",
+       "\" id=\"m90decd7ff4\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"53.63164\" xlink:href=\"#m90decd7ff4\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_1\">\r\n",
+       "      <!-- 0 -->\r\n",
+       "      <g transform=\"translate(50.45039 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 31.78125 66.40625 \r\n",
+       "Q 24.171875 66.40625 20.328125 58.90625 \r\n",
+       "Q 16.5 51.421875 16.5 36.375 \r\n",
+       "Q 16.5 21.390625 20.328125 13.890625 \r\n",
+       "Q 24.171875 6.390625 31.78125 6.390625 \r\n",
+       "Q 39.453125 6.390625 43.28125 13.890625 \r\n",
+       "Q 47.125 21.390625 47.125 36.375 \r\n",
+       "Q 47.125 51.421875 43.28125 58.90625 \r\n",
+       "Q 39.453125 66.40625 31.78125 66.40625 \r\n",
+       "z\r\n",
+       "M 31.78125 74.21875 \r\n",
+       "Q 44.046875 74.21875 50.515625 64.515625 \r\n",
+       "Q 56.984375 54.828125 56.984375 36.375 \r\n",
+       "Q 56.984375 17.96875 50.515625 8.265625 \r\n",
+       "Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
+       "Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
+       "Q 6.59375 17.96875 6.59375 36.375 \r\n",
+       "Q 6.59375 54.828125 13.0625 64.515625 \r\n",
+       "Q 19.53125 74.21875 31.78125 74.21875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-48\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_2\">\r\n",
+       "     <g id=\"line2d_2\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"97.424969\" xlink:href=\"#m90decd7ff4\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_2\">\r\n",
+       "      <!-- 20 -->\r\n",
+       "      <g transform=\"translate(91.062469 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 19.1875 8.296875 \r\n",
+       "L 53.609375 8.296875 \r\n",
+       "L 53.609375 0 \r\n",
+       "L 7.328125 0 \r\n",
+       "L 7.328125 8.296875 \r\n",
+       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
+       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
+       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
+       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
+       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
+       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
+       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
+       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
+       "L 7.8125 69.390625 \r\n",
+       "Q 13.765625 71.78125 18.9375 73 \r\n",
+       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
+       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
+       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
+       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
+       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
+       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
+       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-50\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_3\">\r\n",
+       "     <g id=\"line2d_3\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"141.218298\" xlink:href=\"#m90decd7ff4\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_3\">\r\n",
+       "      <!-- 40 -->\r\n",
+       "      <g transform=\"translate(134.855798 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 37.796875 64.3125 \r\n",
+       "L 12.890625 25.390625 \r\n",
+       "L 37.796875 25.390625 \r\n",
+       "z\r\n",
+       "M 35.203125 72.90625 \r\n",
+       "L 47.609375 72.90625 \r\n",
+       "L 47.609375 25.390625 \r\n",
+       "L 58.015625 25.390625 \r\n",
+       "L 58.015625 17.1875 \r\n",
+       "L 47.609375 17.1875 \r\n",
+       "L 47.609375 0 \r\n",
+       "L 37.796875 0 \r\n",
+       "L 37.796875 17.1875 \r\n",
+       "L 4.890625 17.1875 \r\n",
+       "L 4.890625 26.703125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-52\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_4\">\r\n",
+       "     <g id=\"line2d_4\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"185.011627\" xlink:href=\"#m90decd7ff4\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_4\">\r\n",
+       "      <!-- 60 -->\r\n",
+       "      <g transform=\"translate(178.649127 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 33.015625 40.375 \r\n",
+       "Q 26.375 40.375 22.484375 35.828125 \r\n",
+       "Q 18.609375 31.296875 18.609375 23.390625 \r\n",
+       "Q 18.609375 15.53125 22.484375 10.953125 \r\n",
+       "Q 26.375 6.390625 33.015625 6.390625 \r\n",
+       "Q 39.65625 6.390625 43.53125 10.953125 \r\n",
+       "Q 47.40625 15.53125 47.40625 23.390625 \r\n",
+       "Q 47.40625 31.296875 43.53125 35.828125 \r\n",
+       "Q 39.65625 40.375 33.015625 40.375 \r\n",
+       "z\r\n",
+       "M 52.59375 71.296875 \r\n",
+       "L 52.59375 62.3125 \r\n",
+       "Q 48.875 64.0625 45.09375 64.984375 \r\n",
+       "Q 41.3125 65.921875 37.59375 65.921875 \r\n",
+       "Q 27.828125 65.921875 22.671875 59.328125 \r\n",
+       "Q 17.53125 52.734375 16.796875 39.40625 \r\n",
+       "Q 19.671875 43.65625 24.015625 45.921875 \r\n",
+       "Q 28.375 48.1875 33.59375 48.1875 \r\n",
+       "Q 44.578125 48.1875 50.953125 41.515625 \r\n",
+       "Q 57.328125 34.859375 57.328125 23.390625 \r\n",
+       "Q 57.328125 12.15625 50.6875 5.359375 \r\n",
+       "Q 44.046875 -1.421875 33.015625 -1.421875 \r\n",
+       "Q 20.359375 -1.421875 13.671875 8.265625 \r\n",
+       "Q 6.984375 17.96875 6.984375 36.375 \r\n",
+       "Q 6.984375 53.65625 15.1875 63.9375 \r\n",
+       "Q 23.390625 74.21875 37.203125 74.21875 \r\n",
+       "Q 40.921875 74.21875 44.703125 73.484375 \r\n",
+       "Q 48.484375 72.75 52.59375 71.296875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-54\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-54\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_5\">\r\n",
+       "     <g id=\"line2d_5\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"228.804956\" xlink:href=\"#m90decd7ff4\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_5\">\r\n",
+       "      <!-- 80 -->\r\n",
+       "      <g transform=\"translate(222.442456 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 31.78125 34.625 \r\n",
+       "Q 24.75 34.625 20.71875 30.859375 \r\n",
+       "Q 16.703125 27.09375 16.703125 20.515625 \r\n",
+       "Q 16.703125 13.921875 20.71875 10.15625 \r\n",
+       "Q 24.75 6.390625 31.78125 6.390625 \r\n",
+       "Q 38.8125 6.390625 42.859375 10.171875 \r\n",
+       "Q 46.921875 13.96875 46.921875 20.515625 \r\n",
+       "Q 46.921875 27.09375 42.890625 30.859375 \r\n",
+       "Q 38.875 34.625 31.78125 34.625 \r\n",
+       "z\r\n",
+       "M 21.921875 38.8125 \r\n",
+       "Q 15.578125 40.375 12.03125 44.71875 \r\n",
+       "Q 8.5 49.078125 8.5 55.328125 \r\n",
+       "Q 8.5 64.0625 14.71875 69.140625 \r\n",
+       "Q 20.953125 74.21875 31.78125 74.21875 \r\n",
+       "Q 42.671875 74.21875 48.875 69.140625 \r\n",
+       "Q 55.078125 64.0625 55.078125 55.328125 \r\n",
+       "Q 55.078125 49.078125 51.53125 44.71875 \r\n",
+       "Q 48 40.375 41.703125 38.8125 \r\n",
+       "Q 48.828125 37.15625 52.796875 32.3125 \r\n",
+       "Q 56.78125 27.484375 56.78125 20.515625 \r\n",
+       "Q 56.78125 9.90625 50.3125 4.234375 \r\n",
+       "Q 43.84375 -1.421875 31.78125 -1.421875 \r\n",
+       "Q 19.734375 -1.421875 13.25 4.234375 \r\n",
+       "Q 6.78125 9.90625 6.78125 20.515625 \r\n",
+       "Q 6.78125 27.484375 10.78125 32.3125 \r\n",
+       "Q 14.796875 37.15625 21.921875 38.8125 \r\n",
+       "z\r\n",
+       "M 18.3125 54.390625 \r\n",
+       "Q 18.3125 48.734375 21.84375 45.5625 \r\n",
+       "Q 25.390625 42.390625 31.78125 42.390625 \r\n",
+       "Q 38.140625 42.390625 41.71875 45.5625 \r\n",
+       "Q 45.3125 48.734375 45.3125 54.390625 \r\n",
+       "Q 45.3125 60.0625 41.71875 63.234375 \r\n",
+       "Q 38.140625 66.40625 31.78125 66.40625 \r\n",
+       "Q 25.390625 66.40625 21.84375 63.234375 \r\n",
+       "Q 18.3125 60.0625 18.3125 54.390625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-56\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-56\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_6\">\r\n",
+       "     <g id=\"line2d_6\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"272.598285\" xlink:href=\"#m90decd7ff4\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_6\">\r\n",
+       "      <!-- 100 -->\r\n",
+       "      <g transform=\"translate(263.054535 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 12.40625 8.296875 \r\n",
+       "L 28.515625 8.296875 \r\n",
+       "L 28.515625 63.921875 \r\n",
+       "L 10.984375 60.40625 \r\n",
+       "L 10.984375 69.390625 \r\n",
+       "L 28.421875 72.90625 \r\n",
+       "L 38.28125 72.90625 \r\n",
+       "L 38.28125 8.296875 \r\n",
+       "L 54.390625 8.296875 \r\n",
+       "L 54.390625 0 \r\n",
+       "L 12.40625 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-49\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_7\">\r\n",
+       "     <g id=\"line2d_7\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"316.391614\" xlink:href=\"#m90decd7ff4\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_7\">\r\n",
+       "      <!-- 120 -->\r\n",
+       "      <g transform=\"translate(306.847864 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_8\">\r\n",
+       "     <g id=\"line2d_8\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"360.184943\" xlink:href=\"#m90decd7ff4\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_8\">\r\n",
+       "      <!-- 140 -->\r\n",
+       "      <g transform=\"translate(350.641193 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-52\"/>\r\n",
+       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_9\">\r\n",
+       "     <!-- Ej/Ec -->\r\n",
+       "     <g transform=\"translate(195.861719 252.916562)scale(0.1 -0.1)\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 9.8125 72.90625 \r\n",
+       "L 55.90625 72.90625 \r\n",
+       "L 55.90625 64.59375 \r\n",
+       "L 19.671875 64.59375 \r\n",
+       "L 19.671875 43.015625 \r\n",
+       "L 54.390625 43.015625 \r\n",
+       "L 54.390625 34.71875 \r\n",
+       "L 19.671875 34.71875 \r\n",
+       "L 19.671875 8.296875 \r\n",
+       "L 56.78125 8.296875 \r\n",
+       "L 56.78125 0 \r\n",
+       "L 9.8125 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-69\"/>\r\n",
+       "       <path d=\"M 9.421875 54.6875 \r\n",
+       "L 18.40625 54.6875 \r\n",
+       "L 18.40625 -0.984375 \r\n",
+       "Q 18.40625 -11.421875 14.421875 -16.109375 \r\n",
+       "Q 10.453125 -20.796875 1.609375 -20.796875 \r\n",
+       "L -1.8125 -20.796875 \r\n",
+       "L -1.8125 -13.1875 \r\n",
+       "L 0.59375 -13.1875 \r\n",
+       "Q 5.71875 -13.1875 7.5625 -10.8125 \r\n",
+       "Q 9.421875 -8.453125 9.421875 -0.984375 \r\n",
+       "z\r\n",
+       "M 9.421875 75.984375 \r\n",
+       "L 18.40625 75.984375 \r\n",
+       "L 18.40625 64.59375 \r\n",
+       "L 9.421875 64.59375 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-106\"/>\r\n",
+       "       <path d=\"M 25.390625 72.90625 \r\n",
+       "L 33.6875 72.90625 \r\n",
+       "L 8.296875 -9.28125 \r\n",
+       "L 0 -9.28125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-47\"/>\r\n",
+       "       <path d=\"M 48.78125 52.59375 \r\n",
+       "L 48.78125 44.1875 \r\n",
+       "Q 44.96875 46.296875 41.140625 47.34375 \r\n",
+       "Q 37.3125 48.390625 33.40625 48.390625 \r\n",
+       "Q 24.65625 48.390625 19.8125 42.84375 \r\n",
+       "Q 14.984375 37.3125 14.984375 27.296875 \r\n",
+       "Q 14.984375 17.28125 19.8125 11.734375 \r\n",
+       "Q 24.65625 6.203125 33.40625 6.203125 \r\n",
+       "Q 37.3125 6.203125 41.140625 7.25 \r\n",
+       "Q 44.96875 8.296875 48.78125 10.40625 \r\n",
+       "L 48.78125 2.09375 \r\n",
+       "Q 45.015625 0.34375 40.984375 -0.53125 \r\n",
+       "Q 36.96875 -1.421875 32.421875 -1.421875 \r\n",
+       "Q 20.0625 -1.421875 12.78125 6.34375 \r\n",
+       "Q 5.515625 14.109375 5.515625 27.296875 \r\n",
+       "Q 5.515625 40.671875 12.859375 48.328125 \r\n",
+       "Q 20.21875 56 33.015625 56 \r\n",
+       "Q 37.15625 56 41.109375 55.140625 \r\n",
+       "Q 45.0625 54.296875 48.78125 52.59375 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-99\"/>\r\n",
+       "      </defs>\r\n",
+       "      <use xlink:href=\"#DejaVuSans-69\"/>\r\n",
+       "      <use x=\"63.183594\" xlink:href=\"#DejaVuSans-106\"/>\r\n",
+       "      <use x=\"90.966797\" xlink:href=\"#DejaVuSans-47\"/>\r\n",
+       "      <use x=\"124.658203\" xlink:href=\"#DejaVuSans-69\"/>\r\n",
+       "      <use x=\"187.841797\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"matplotlib.axis_2\">\r\n",
+       "    <g id=\"ytick_1\">\r\n",
+       "     <g id=\"line2d_9\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 0 0 \r\n",
+       "L -3.5 0 \r\n",
+       "\" id=\"ma469467e15\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.603125\" xlink:href=\"#ma469467e15\" y=\"214.756364\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_10\">\r\n",
+       "      <!-- 0 -->\r\n",
+       "      <g transform=\"translate(27.240625 218.555582)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_2\">\r\n",
+       "     <g id=\"line2d_10\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.603125\" xlink:href=\"#ma469467e15\" y=\"172.699959\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_11\">\r\n",
+       "      <!-- 20 -->\r\n",
+       "      <g transform=\"translate(20.878125 176.499178)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_3\">\r\n",
+       "     <g id=\"line2d_11\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.603125\" xlink:href=\"#ma469467e15\" y=\"130.643555\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_12\">\r\n",
+       "      <!-- 40 -->\r\n",
+       "      <g transform=\"translate(20.878125 134.442773)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_4\">\r\n",
+       "     <g id=\"line2d_12\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.603125\" xlink:href=\"#ma469467e15\" y=\"88.58715\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_13\">\r\n",
+       "      <!-- 60 -->\r\n",
+       "      <g transform=\"translate(20.878125 92.386369)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-54\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_5\">\r\n",
+       "     <g id=\"line2d_13\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"40.603125\" xlink:href=\"#ma469467e15\" y=\"46.530746\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_14\">\r\n",
+       "      <!-- 80 -->\r\n",
+       "      <g transform=\"translate(20.878125 50.329964)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-56\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_15\">\r\n",
+       "     <!-- Em0/Ec -->\r\n",
+       "     <g transform=\"translate(14.798438 134.723906)rotate(-90)scale(0.1 -0.1)\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 52 44.1875 \r\n",
+       "Q 55.375 50.25 60.0625 53.125 \r\n",
+       "Q 64.75 56 71.09375 56 \r\n",
+       "Q 79.640625 56 84.28125 50.015625 \r\n",
+       "Q 88.921875 44.046875 88.921875 33.015625 \r\n",
+       "L 88.921875 0 \r\n",
+       "L 79.890625 0 \r\n",
+       "L 79.890625 32.71875 \r\n",
+       "Q 79.890625 40.578125 77.09375 44.375 \r\n",
+       "Q 74.3125 48.1875 68.609375 48.1875 \r\n",
+       "Q 61.625 48.1875 57.5625 43.546875 \r\n",
+       "Q 53.515625 38.921875 53.515625 30.90625 \r\n",
+       "L 53.515625 0 \r\n",
+       "L 44.484375 0 \r\n",
+       "L 44.484375 32.71875 \r\n",
+       "Q 44.484375 40.625 41.703125 44.40625 \r\n",
+       "Q 38.921875 48.1875 33.109375 48.1875 \r\n",
+       "Q 26.21875 48.1875 22.15625 43.53125 \r\n",
+       "Q 18.109375 38.875 18.109375 30.90625 \r\n",
+       "L 18.109375 0 \r\n",
+       "L 9.078125 0 \r\n",
+       "L 9.078125 54.6875 \r\n",
+       "L 18.109375 54.6875 \r\n",
+       "L 18.109375 46.1875 \r\n",
+       "Q 21.1875 51.21875 25.484375 53.609375 \r\n",
+       "Q 29.78125 56 35.6875 56 \r\n",
+       "Q 41.65625 56 45.828125 52.96875 \r\n",
+       "Q 50 49.953125 52 44.1875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-109\"/>\r\n",
+       "      </defs>\r\n",
+       "      <use xlink:href=\"#DejaVuSans-69\"/>\r\n",
+       "      <use x=\"63.183594\" xlink:href=\"#DejaVuSans-109\"/>\r\n",
+       "      <use x=\"160.595703\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      <use x=\"224.21875\" xlink:href=\"#DejaVuSans-47\"/>\r\n",
+       "      <use x=\"257.910156\" xlink:href=\"#DejaVuSans-69\"/>\r\n",
+       "      <use x=\"321.09375\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_14\">\r\n",
+       "    <path clip-path=\"url(#p0e13d6ef5a)\" d=\"M 55.821307 214.756364 \r\n",
+       "L 58.864943 214.756364 \r\n",
+       "L 61.90858 214.756364 \r\n",
+       "L 64.952216 214.756364 \r\n",
+       "L 67.995852 214.756364 \r\n",
+       "L 71.039489 214.756364 \r\n",
+       "L 74.083125 214.756364 \r\n",
+       "L 77.126761 214.756364 \r\n",
+       "L 80.170398 214.756364 \r\n",
+       "L 83.214034 214.756364 \r\n",
+       "L 86.25767 214.756364 \r\n",
+       "L 89.301307 214.756364 \r\n",
+       "L 92.344943 214.756364 \r\n",
+       "L 95.38858 214.756364 \r\n",
+       "L 98.432216 214.756364 \r\n",
+       "L 101.475852 214.756364 \r\n",
+       "L 104.519489 214.756364 \r\n",
+       "L 107.563125 214.756364 \r\n",
+       "L 110.606761 214.756364 \r\n",
+       "L 113.650398 214.756364 \r\n",
+       "L 116.694034 214.756364 \r\n",
+       "L 119.73767 214.756364 \r\n",
+       "L 122.781307 214.756364 \r\n",
+       "L 125.824943 214.756364 \r\n",
+       "L 128.86858 214.756364 \r\n",
+       "L 131.912216 214.756364 \r\n",
+       "L 134.955852 214.756364 \r\n",
+       "L 137.999489 214.756364 \r\n",
+       "L 141.043125 214.756364 \r\n",
+       "L 144.086761 214.756364 \r\n",
+       "L 147.130398 214.756364 \r\n",
+       "L 150.174034 214.756364 \r\n",
+       "L 153.21767 214.756364 \r\n",
+       "L 156.261307 214.756364 \r\n",
+       "L 159.304943 214.756364 \r\n",
+       "L 162.34858 214.756364 \r\n",
+       "L 165.392216 214.756364 \r\n",
+       "L 168.435852 214.756364 \r\n",
+       "L 171.479489 214.756364 \r\n",
+       "L 174.523125 214.756364 \r\n",
+       "L 177.566761 214.756364 \r\n",
+       "L 180.610398 214.756364 \r\n",
+       "L 183.654034 214.756364 \r\n",
+       "L 186.69767 214.756364 \r\n",
+       "L 189.741307 214.756364 \r\n",
+       "L 192.784943 214.756364 \r\n",
+       "L 195.82858 214.756364 \r\n",
+       "L 198.872216 214.756364 \r\n",
+       "L 201.915852 214.756364 \r\n",
+       "L 204.959489 214.756364 \r\n",
+       "L 208.003125 214.756364 \r\n",
+       "L 211.046761 214.756364 \r\n",
+       "L 214.090398 214.756364 \r\n",
+       "L 217.134034 214.756364 \r\n",
+       "L 220.17767 214.756364 \r\n",
+       "L 223.221307 214.756364 \r\n",
+       "L 226.264943 214.756364 \r\n",
+       "L 229.30858 214.756364 \r\n",
+       "L 232.352216 214.756364 \r\n",
+       "L 235.395852 214.756364 \r\n",
+       "L 238.439489 214.756364 \r\n",
+       "L 241.483125 214.756364 \r\n",
+       "L 244.526761 214.756364 \r\n",
+       "L 247.570398 214.756364 \r\n",
+       "L 250.614034 214.756364 \r\n",
+       "L 253.65767 214.756364 \r\n",
+       "L 256.701307 214.756364 \r\n",
+       "L 259.744943 214.756364 \r\n",
+       "L 262.78858 214.756364 \r\n",
+       "L 265.832216 214.756364 \r\n",
+       "L 268.875852 214.756364 \r\n",
+       "L 271.919489 214.756364 \r\n",
+       "L 274.963125 214.756364 \r\n",
+       "L 278.006761 214.756364 \r\n",
+       "L 281.050398 214.756364 \r\n",
+       "L 284.094034 214.756364 \r\n",
+       "L 287.13767 214.756364 \r\n",
+       "L 290.181307 214.756364 \r\n",
+       "L 293.224943 214.756364 \r\n",
+       "L 296.26858 214.756364 \r\n",
+       "L 299.312216 214.756364 \r\n",
+       "L 302.355852 214.756364 \r\n",
+       "L 305.399489 214.756364 \r\n",
+       "L 308.443125 214.756364 \r\n",
+       "L 311.486761 214.756364 \r\n",
+       "L 314.530398 214.756364 \r\n",
+       "L 317.574034 214.756364 \r\n",
+       "L 320.61767 214.756364 \r\n",
+       "L 323.661307 214.756364 \r\n",
+       "L 326.704943 214.756364 \r\n",
+       "L 329.74858 214.756364 \r\n",
+       "L 332.792216 214.756364 \r\n",
+       "L 335.835852 214.756364 \r\n",
+       "L 338.879489 214.756364 \r\n",
+       "L 341.923125 214.756364 \r\n",
+       "L 344.966761 214.756364 \r\n",
+       "L 348.010398 214.756364 \r\n",
+       "L 351.054034 214.756364 \r\n",
+       "L 354.09767 214.756364 \r\n",
+       "L 357.141307 214.756364 \r\n",
+       "L 360.184943 214.756364 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_15\">\r\n",
+       "    <path clip-path=\"url(#p0e13d6ef5a)\" d=\"M 55.821307 212.661718 \r\n",
+       "L 58.864943 209.839635 \r\n",
+       "L 61.90858 207.21989 \r\n",
+       "L 64.952216 204.869664 \r\n",
+       "L 67.995852 202.801752 \r\n",
+       "L 71.039489 200.986862 \r\n",
+       "L 74.083125 199.378333 \r\n",
+       "L 77.126761 197.930856 \r\n",
+       "L 80.170398 196.607937 \r\n",
+       "L 83.214034 195.382423 \r\n",
+       "L 86.25767 194.234646 \r\n",
+       "L 89.301307 193.150351 \r\n",
+       "L 92.344943 192.119061 \r\n",
+       "L 95.38858 191.132912 \r\n",
+       "L 98.432216 190.185871 \r\n",
+       "L 101.475852 189.273205 \r\n",
+       "L 104.519489 188.391119 \r\n",
+       "L 107.563125 187.536514 \r\n",
+       "L 110.606761 186.706818 \r\n",
+       "L 113.650398 185.899861 \r\n",
+       "L 116.694034 185.11379 \r\n",
+       "L 119.73767 184.347005 \r\n",
+       "L 122.781307 183.59811 \r\n",
+       "L 125.824943 182.865878 \r\n",
+       "L 128.86858 182.149222 \r\n",
+       "L 131.912216 181.44717 \r\n",
+       "L 134.955852 180.758852 \r\n",
+       "L 137.999489 180.083483 \r\n",
+       "L 141.043125 179.420351 \r\n",
+       "L 144.086761 178.768808 \r\n",
+       "L 147.130398 178.128263 \r\n",
+       "L 150.174034 177.498174 \r\n",
+       "L 153.21767 176.878042 \r\n",
+       "L 156.261307 176.267407 \r\n",
+       "L 159.304943 175.665845 \r\n",
+       "L 162.34858 175.07296 \r\n",
+       "L 165.392216 174.488388 \r\n",
+       "L 168.435852 173.911787 \r\n",
+       "L 171.479489 173.342838 \r\n",
+       "L 174.523125 172.781245 \r\n",
+       "L 177.566761 172.226729 \r\n",
+       "L 180.610398 171.679027 \r\n",
+       "L 183.654034 171.137896 \r\n",
+       "L 186.69767 170.603102 \r\n",
+       "L 189.741307 170.074429 \r\n",
+       "L 192.784943 169.551671 \r\n",
+       "L 195.82858 169.034633 \r\n",
+       "L 198.872216 168.523132 \r\n",
+       "L 201.915852 168.016992 \r\n",
+       "L 204.959489 167.516049 \r\n",
+       "L 208.003125 167.020146 \r\n",
+       "L 211.046761 166.529133 \r\n",
+       "L 214.090398 166.042869 \r\n",
+       "L 217.134034 165.561218 \r\n",
+       "L 220.17767 165.084051 \r\n",
+       "L 223.221307 164.611246 \r\n",
+       "L 226.264943 164.142684 \r\n",
+       "L 229.30858 163.678253 \r\n",
+       "L 232.352216 163.217846 \r\n",
+       "L 235.395852 162.761361 \r\n",
+       "L 238.439489 162.308697 \r\n",
+       "L 241.483125 161.859762 \r\n",
+       "L 244.526761 161.414464 \r\n",
+       "L 247.570398 160.972716 \r\n",
+       "L 250.614034 160.534435 \r\n",
+       "L 253.65767 160.09954 \r\n",
+       "L 256.701307 159.667954 \r\n",
+       "L 259.744943 159.239602 \r\n",
+       "L 262.78858 158.814413 \r\n",
+       "L 265.832216 158.392318 \r\n",
+       "L 268.875852 157.97325 \r\n",
+       "L 271.919489 157.557144 \r\n",
+       "L 274.963125 157.14394 \r\n",
+       "L 278.006761 156.733577 \r\n",
+       "L 281.050398 156.325996 \r\n",
+       "L 284.094034 155.921144 \r\n",
+       "L 287.13767 155.518964 \r\n",
+       "L 290.181307 155.119405 \r\n",
+       "L 293.224943 154.722417 \r\n",
+       "L 296.26858 154.32795 \r\n",
+       "L 299.312216 153.935957 \r\n",
+       "L 302.355852 153.546392 \r\n",
+       "L 305.399489 153.15921 \r\n",
+       "L 308.443125 152.774369 \r\n",
+       "L 311.486761 152.391825 \r\n",
+       "L 314.530398 152.011539 \r\n",
+       "L 317.574034 151.633471 \r\n",
+       "L 320.61767 151.257583 \r\n",
+       "L 323.661307 150.883837 \r\n",
+       "L 326.704943 150.512197 \r\n",
+       "L 329.74858 150.142628 \r\n",
+       "L 332.792216 149.775095 \r\n",
+       "L 335.835852 149.409566 \r\n",
+       "L 338.879489 149.046008 \r\n",
+       "L 341.923125 148.684389 \r\n",
+       "L 344.966761 148.324678 \r\n",
+       "L 348.010398 147.966847 \r\n",
+       "L 351.054034 147.610865 \r\n",
+       "L 354.09767 147.256704 \r\n",
+       "L 357.141307 146.904337 \r\n",
+       "L 360.184943 146.553736 \r\n",
+       "\" style=\"fill:none;stroke:#0000ff;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_16\">\r\n",
+       "    <path clip-path=\"url(#p0e13d6ef5a)\" d=\"M 55.821307 196.791833 \r\n",
+       "L 58.864943 194.96233 \r\n",
+       "L 61.90858 192.94264 \r\n",
+       "L 64.952216 190.80932 \r\n",
+       "L 67.995852 188.617119 \r\n",
+       "L 71.039489 186.404514 \r\n",
+       "L 74.083125 184.198287 \r\n",
+       "L 77.126761 182.016851 \r\n",
+       "L 80.170398 179.872585 \r\n",
+       "L 83.214034 177.773483 \r\n",
+       "L 86.25767 175.724336 \r\n",
+       "L 89.301307 173.727596 \r\n",
+       "L 92.344943 171.784034 \r\n",
+       "L 95.38858 169.893232 \r\n",
+       "L 98.432216 168.053953 \r\n",
+       "L 101.475852 166.264428 \r\n",
+       "L 104.519489 164.522564 \r\n",
+       "L 107.563125 162.826095 \r\n",
+       "L 110.606761 161.172695 \r\n",
+       "L 113.650398 159.560049 \r\n",
+       "L 116.694034 157.985905 \r\n",
+       "L 119.73767 156.448109 \r\n",
+       "L 122.781307 154.944619 \r\n",
+       "L 125.824943 153.473515 \r\n",
+       "L 128.86858 152.033004 \r\n",
+       "L 131.912216 150.621415 \r\n",
+       "L 134.955852 149.237197 \r\n",
+       "L 137.999489 147.878911 \r\n",
+       "L 141.043125 146.545223 \r\n",
+       "L 144.086761 145.234897 \r\n",
+       "L 147.130398 143.946788 \r\n",
+       "L 150.174034 142.679832 \r\n",
+       "L 153.21767 141.433045 \r\n",
+       "L 156.261307 140.205509 \r\n",
+       "L 159.304943 138.996373 \r\n",
+       "L 162.34858 137.804842 \r\n",
+       "L 165.392216 136.630175 \r\n",
+       "L 168.435852 135.471683 \r\n",
+       "L 171.479489 134.328717 \r\n",
+       "L 174.523125 133.200673 \r\n",
+       "L 177.566761 132.086981 \r\n",
+       "L 180.610398 130.987109 \r\n",
+       "L 183.654034 129.900556 \r\n",
+       "L 186.69767 128.826848 \r\n",
+       "L 189.741307 127.765542 \r\n",
+       "L 192.784943 126.716215 \r\n",
+       "L 195.82858 125.678473 \r\n",
+       "L 198.872216 124.651937 \r\n",
+       "L 201.915852 123.636253 \r\n",
+       "L 204.959489 122.631084 \r\n",
+       "L 208.003125 121.636108 \r\n",
+       "L 211.046761 120.65102 \r\n",
+       "L 214.090398 119.675533 \r\n",
+       "L 217.134034 118.709368 \r\n",
+       "L 220.17767 117.752265 \r\n",
+       "L 223.221307 116.803971 \r\n",
+       "L 226.264943 115.864248 \r\n",
+       "L 229.30858 114.932867 \r\n",
+       "L 232.352216 114.009609 \r\n",
+       "L 235.395852 113.094265 \r\n",
+       "L 238.439489 112.186634 \r\n",
+       "L 241.483125 111.286524 \r\n",
+       "L 244.526761 110.393752 \r\n",
+       "L 247.570398 109.50814 \r\n",
+       "L 250.614034 108.629518 \r\n",
+       "L 253.65767 107.757723 \r\n",
+       "L 256.701307 106.892598 \r\n",
+       "L 259.744943 106.033992 \r\n",
+       "L 262.78858 105.181759 \r\n",
+       "L 265.832216 104.335761 \r\n",
+       "L 268.875852 103.49586 \r\n",
+       "L 271.919489 102.661928 \r\n",
+       "L 274.963125 101.833839 \r\n",
+       "L 278.006761 101.011471 \r\n",
+       "L 281.050398 100.194707 \r\n",
+       "L 284.094034 99.383434 \r\n",
+       "L 287.13767 98.577543 \r\n",
+       "L 290.181307 97.776928 \r\n",
+       "L 293.224943 96.981486 \r\n",
+       "L 296.26858 96.191118 \r\n",
+       "L 299.312216 95.405728 \r\n",
+       "L 302.355852 94.625224 \r\n",
+       "L 305.399489 93.849515 \r\n",
+       "L 308.443125 93.078513 \r\n",
+       "L 311.486761 92.312134 \r\n",
+       "L 314.530398 91.550296 \r\n",
+       "L 317.574034 90.792919 \r\n",
+       "L 320.61767 90.039925 \r\n",
+       "L 323.661307 89.291239 \r\n",
+       "L 326.704943 88.546788 \r\n",
+       "L 329.74858 87.8065 \r\n",
+       "L 332.792216 87.070307 \r\n",
+       "L 335.835852 86.338141 \r\n",
+       "L 338.879489 85.609937 \r\n",
+       "L 341.923125 84.885631 \r\n",
+       "L 344.966761 84.165161 \r\n",
+       "L 348.010398 83.448467 \r\n",
+       "L 351.054034 82.735489 \r\n",
+       "L 354.09767 82.026172 \r\n",
+       "L 357.141307 81.320458 \r\n",
+       "L 360.184943 80.618294 \r\n",
+       "\" style=\"fill:none;stroke:#008000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_17\">\r\n",
+       "    <path clip-path=\"url(#p0e13d6ef5a)\" d=\"M 55.821307 196.783659 \r\n",
+       "L 58.864943 194.853388 \r\n",
+       "L 61.90858 192.531133 \r\n",
+       "L 64.952216 189.827666 \r\n",
+       "L 67.995852 186.787711 \r\n",
+       "L 71.039489 183.48357 \r\n",
+       "L 74.083125 179.995214 \r\n",
+       "L 77.126761 176.394982 \r\n",
+       "L 80.170398 172.742324 \r\n",
+       "L 83.214034 169.084555 \r\n",
+       "L 86.25767 165.459247 \r\n",
+       "L 89.301307 161.896269 \r\n",
+       "L 92.344943 158.41898 \r\n",
+       "L 95.38858 155.044756 \r\n",
+       "L 98.432216 151.785217 \r\n",
+       "L 101.475852 148.646513 \r\n",
+       "L 104.519489 145.629884 \r\n",
+       "L 107.563125 142.732546 \r\n",
+       "L 110.606761 139.948776 \r\n",
+       "L 113.650398 137.271022 \r\n",
+       "L 116.694034 134.690856 \r\n",
+       "L 119.73767 132.199714 \r\n",
+       "L 122.781307 129.789382 \r\n",
+       "L 125.824943 127.452276 \r\n",
+       "L 128.86858 125.181566 \r\n",
+       "L 131.912216 122.971206 \r\n",
+       "L 134.955852 120.815888 \r\n",
+       "L 137.999489 118.710984 \r\n",
+       "L 141.043125 116.65246 \r\n",
+       "L 144.086761 114.636798 \r\n",
+       "L 147.130398 112.660924 \r\n",
+       "L 150.174034 110.722143 \r\n",
+       "L 153.21767 108.818077 \r\n",
+       "L 156.261307 106.946621 \r\n",
+       "L 159.304943 105.105902 \r\n",
+       "L 162.34858 103.294242 \r\n",
+       "L 165.392216 101.510132 \r\n",
+       "L 168.435852 99.752206 \r\n",
+       "L 171.479489 98.019226 \r\n",
+       "L 174.523125 96.310059 \r\n",
+       "L 177.566761 94.623667 \r\n",
+       "L 180.610398 92.959094 \r\n",
+       "L 183.654034 91.315458 \r\n",
+       "L 186.69767 89.691941 \r\n",
+       "L 189.741307 88.087782 \r\n",
+       "L 192.784943 86.502271 \r\n",
+       "L 195.82858 84.934745 \r\n",
+       "L 198.872216 83.384582 \r\n",
+       "L 201.915852 81.851198 \r\n",
+       "L 204.959489 80.334042 \r\n",
+       "L 208.003125 78.832595 \r\n",
+       "L 211.046761 77.346368 \r\n",
+       "L 214.090398 75.874896 \r\n",
+       "L 217.134034 74.417738 \r\n",
+       "L 220.17767 72.974479 \r\n",
+       "L 223.221307 71.544719 \r\n",
+       "L 226.264943 70.128083 \r\n",
+       "L 229.30858 68.724209 \r\n",
+       "L 232.352216 67.332755 \r\n",
+       "L 235.395852 65.953392 \r\n",
+       "L 238.439489 64.585807 \r\n",
+       "L 241.483125 63.229701 \r\n",
+       "L 244.526761 61.884786 \r\n",
+       "L 247.570398 60.550787 \r\n",
+       "L 250.614034 59.227441 \r\n",
+       "L 253.65767 57.914494 \r\n",
+       "L 256.701307 56.611703 \r\n",
+       "L 259.744943 55.318834 \r\n",
+       "L 262.78858 54.035663 \r\n",
+       "L 265.832216 52.761974 \r\n",
+       "L 268.875852 51.497556 \r\n",
+       "L 271.919489 50.242211 \r\n",
+       "L 274.963125 48.995745 \r\n",
+       "L 278.006761 47.75797 \r\n",
+       "L 281.050398 46.528706 \r\n",
+       "L 284.094034 45.30778 \r\n",
+       "L 287.13767 44.095023 \r\n",
+       "L 290.181307 42.890273 \r\n",
+       "L 293.224943 41.693373 \r\n",
+       "L 296.26858 40.50417 \r\n",
+       "L 299.312216 39.322517 \r\n",
+       "L 302.355852 38.148272 \r\n",
+       "L 305.399489 36.981297 \r\n",
+       "L 308.443125 35.821457 \r\n",
+       "L 311.486761 34.668623 \r\n",
+       "L 314.530398 33.52267 \r\n",
+       "L 317.574034 32.383474 \r\n",
+       "L 320.61767 31.250918 \r\n",
+       "L 323.661307 30.124886 \r\n",
+       "L 326.704943 29.005266 \r\n",
+       "L 329.74858 27.89195 \r\n",
+       "L 332.792216 26.784833 \r\n",
+       "L 335.835852 25.683811 \r\n",
+       "L 338.879489 24.588785 \r\n",
+       "L 341.923125 23.499657 \r\n",
+       "L 344.966761 22.416334 \r\n",
+       "L 348.010398 21.338722 \r\n",
+       "L 351.054034 20.266733 \r\n",
+       "L 354.09767 19.200278 \r\n",
+       "L 357.141307 18.139274 \r\n",
+       "L 360.184943 17.083636 \r\n",
+       "\" style=\"fill:none;stroke:#ff0000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_3\">\r\n",
+       "    <path d=\"M 40.603125 224.64 \r\n",
+       "L 40.603125 7.2 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_4\">\r\n",
+       "    <path d=\"M 375.403125 224.64 \r\n",
+       "L 375.403125 7.2 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_5\">\r\n",
+       "    <path d=\"M 40.603125 224.64 \r\n",
+       "L 375.403125 224.64 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_6\">\r\n",
+       "    <path d=\"M 40.603125 7.2 \r\n",
+       "L 375.403125 7.2 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"legend_1\">\r\n",
+       "    <g id=\"patch_7\">\r\n",
+       "     <path d=\"M 294.603125 88.590625 \r\n",
+       "L 368.403125 88.590625 \r\n",
+       "Q 370.403125 88.590625 370.403125 86.590625 \r\n",
+       "L 370.403125 14.2 \r\n",
+       "Q 370.403125 12.2 368.403125 12.2 \r\n",
+       "L 294.603125 12.2 \r\n",
+       "Q 292.603125 12.2 292.603125 14.2 \r\n",
+       "L 292.603125 86.590625 \r\n",
+       "Q 292.603125 88.590625 294.603125 88.590625 \r\n",
+       "z\r\n",
+       "\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_16\">\r\n",
+       "     <!-- Energy Levels -->\r\n",
+       "     <g transform=\"translate(296.603125 23.798437)scale(0.1 -0.1)\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 54.890625 33.015625 \r\n",
+       "L 54.890625 0 \r\n",
+       "L 45.90625 0 \r\n",
+       "L 45.90625 32.71875 \r\n",
+       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
+       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
+       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
+       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
+       "L 18.109375 0 \r\n",
+       "L 9.078125 0 \r\n",
+       "L 9.078125 54.6875 \r\n",
+       "L 18.109375 54.6875 \r\n",
+       "L 18.109375 46.1875 \r\n",
+       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
+       "Q 30.078125 56 35.796875 56 \r\n",
+       "Q 45.21875 56 50.046875 50.171875 \r\n",
+       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-110\"/>\r\n",
+       "       <path d=\"M 56.203125 29.59375 \r\n",
+       "L 56.203125 25.203125 \r\n",
+       "L 14.890625 25.203125 \r\n",
+       "Q 15.484375 15.921875 20.484375 11.0625 \r\n",
+       "Q 25.484375 6.203125 34.421875 6.203125 \r\n",
+       "Q 39.59375 6.203125 44.453125 7.46875 \r\n",
+       "Q 49.3125 8.734375 54.109375 11.28125 \r\n",
+       "L 54.109375 2.78125 \r\n",
+       "Q 49.265625 0.734375 44.1875 -0.34375 \r\n",
+       "Q 39.109375 -1.421875 33.890625 -1.421875 \r\n",
+       "Q 20.796875 -1.421875 13.15625 6.1875 \r\n",
+       "Q 5.515625 13.8125 5.515625 26.8125 \r\n",
+       "Q 5.515625 40.234375 12.765625 48.109375 \r\n",
+       "Q 20.015625 56 32.328125 56 \r\n",
+       "Q 43.359375 56 49.78125 48.890625 \r\n",
+       "Q 56.203125 41.796875 56.203125 29.59375 \r\n",
+       "z\r\n",
+       "M 47.21875 32.234375 \r\n",
+       "Q 47.125 39.59375 43.09375 43.984375 \r\n",
+       "Q 39.0625 48.390625 32.421875 48.390625 \r\n",
+       "Q 24.90625 48.390625 20.390625 44.140625 \r\n",
+       "Q 15.875 39.890625 15.1875 32.171875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-101\"/>\r\n",
+       "       <path d=\"M 41.109375 46.296875 \r\n",
+       "Q 39.59375 47.171875 37.8125 47.578125 \r\n",
+       "Q 36.03125 48 33.890625 48 \r\n",
+       "Q 26.265625 48 22.1875 43.046875 \r\n",
+       "Q 18.109375 38.09375 18.109375 28.8125 \r\n",
+       "L 18.109375 0 \r\n",
+       "L 9.078125 0 \r\n",
+       "L 9.078125 54.6875 \r\n",
+       "L 18.109375 54.6875 \r\n",
+       "L 18.109375 46.1875 \r\n",
+       "Q 20.953125 51.171875 25.484375 53.578125 \r\n",
+       "Q 30.03125 56 36.53125 56 \r\n",
+       "Q 37.453125 56 38.578125 55.875 \r\n",
+       "Q 39.703125 55.765625 41.0625 55.515625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-114\"/>\r\n",
+       "       <path d=\"M 45.40625 27.984375 \r\n",
+       "Q 45.40625 37.75 41.375 43.109375 \r\n",
+       "Q 37.359375 48.484375 30.078125 48.484375 \r\n",
+       "Q 22.859375 48.484375 18.828125 43.109375 \r\n",
+       "Q 14.796875 37.75 14.796875 27.984375 \r\n",
+       "Q 14.796875 18.265625 18.828125 12.890625 \r\n",
+       "Q 22.859375 7.515625 30.078125 7.515625 \r\n",
+       "Q 37.359375 7.515625 41.375 12.890625 \r\n",
+       "Q 45.40625 18.265625 45.40625 27.984375 \r\n",
+       "z\r\n",
+       "M 54.390625 6.78125 \r\n",
+       "Q 54.390625 -7.171875 48.1875 -13.984375 \r\n",
+       "Q 42 -20.796875 29.203125 -20.796875 \r\n",
+       "Q 24.46875 -20.796875 20.265625 -20.09375 \r\n",
+       "Q 16.0625 -19.390625 12.109375 -17.921875 \r\n",
+       "L 12.109375 -9.1875 \r\n",
+       "Q 16.0625 -11.328125 19.921875 -12.34375 \r\n",
+       "Q 23.78125 -13.375 27.78125 -13.375 \r\n",
+       "Q 36.625 -13.375 41.015625 -8.765625 \r\n",
+       "Q 45.40625 -4.15625 45.40625 5.171875 \r\n",
+       "L 45.40625 9.625 \r\n",
+       "Q 42.625 4.78125 38.28125 2.390625 \r\n",
+       "Q 33.9375 0 27.875 0 \r\n",
+       "Q 17.828125 0 11.671875 7.65625 \r\n",
+       "Q 5.515625 15.328125 5.515625 27.984375 \r\n",
+       "Q 5.515625 40.671875 11.671875 48.328125 \r\n",
+       "Q 17.828125 56 27.875 56 \r\n",
+       "Q 33.9375 56 38.28125 53.609375 \r\n",
+       "Q 42.625 51.21875 45.40625 46.390625 \r\n",
+       "L 45.40625 54.6875 \r\n",
+       "L 54.390625 54.6875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-103\"/>\r\n",
+       "       <path d=\"M 32.171875 -5.078125 \r\n",
+       "Q 28.375 -14.84375 24.75 -17.8125 \r\n",
+       "Q 21.140625 -20.796875 15.09375 -20.796875 \r\n",
+       "L 7.90625 -20.796875 \r\n",
+       "L 7.90625 -13.28125 \r\n",
+       "L 13.1875 -13.28125 \r\n",
+       "Q 16.890625 -13.28125 18.9375 -11.515625 \r\n",
+       "Q 21 -9.765625 23.484375 -3.21875 \r\n",
+       "L 25.09375 0.875 \r\n",
+       "L 2.984375 54.6875 \r\n",
+       "L 12.5 54.6875 \r\n",
+       "L 29.59375 11.921875 \r\n",
+       "L 46.6875 54.6875 \r\n",
+       "L 56.203125 54.6875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-121\"/>\r\n",
+       "       <path id=\"DejaVuSans-32\"/>\r\n",
+       "       <path d=\"M 9.8125 72.90625 \r\n",
+       "L 19.671875 72.90625 \r\n",
+       "L 19.671875 8.296875 \r\n",
+       "L 55.171875 8.296875 \r\n",
+       "L 55.171875 0 \r\n",
+       "L 9.8125 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-76\"/>\r\n",
+       "       <path d=\"M 2.984375 54.6875 \r\n",
+       "L 12.5 54.6875 \r\n",
+       "L 29.59375 8.796875 \r\n",
+       "L 46.6875 54.6875 \r\n",
+       "L 56.203125 54.6875 \r\n",
+       "L 35.6875 0 \r\n",
+       "L 23.484375 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-118\"/>\r\n",
+       "       <path d=\"M 9.421875 75.984375 \r\n",
+       "L 18.40625 75.984375 \r\n",
+       "L 18.40625 0 \r\n",
+       "L 9.421875 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-108\"/>\r\n",
+       "       <path d=\"M 44.28125 53.078125 \r\n",
+       "L 44.28125 44.578125 \r\n",
+       "Q 40.484375 46.53125 36.375 47.5 \r\n",
+       "Q 32.28125 48.484375 27.875 48.484375 \r\n",
+       "Q 21.1875 48.484375 17.84375 46.4375 \r\n",
+       "Q 14.5 44.390625 14.5 40.28125 \r\n",
+       "Q 14.5 37.15625 16.890625 35.375 \r\n",
+       "Q 19.28125 33.59375 26.515625 31.984375 \r\n",
+       "L 29.59375 31.296875 \r\n",
+       "Q 39.15625 29.25 43.1875 25.515625 \r\n",
+       "Q 47.21875 21.78125 47.21875 15.09375 \r\n",
+       "Q 47.21875 7.46875 41.1875 3.015625 \r\n",
+       "Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
+       "Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
+       "Q 10.6875 0.296875 5.421875 2 \r\n",
+       "L 5.421875 11.28125 \r\n",
+       "Q 10.40625 8.6875 15.234375 7.390625 \r\n",
+       "Q 20.0625 6.109375 24.8125 6.109375 \r\n",
+       "Q 31.15625 6.109375 34.5625 8.28125 \r\n",
+       "Q 37.984375 10.453125 37.984375 14.40625 \r\n",
+       "Q 37.984375 18.0625 35.515625 20.015625 \r\n",
+       "Q 33.0625 21.96875 24.703125 23.78125 \r\n",
+       "L 21.578125 24.515625 \r\n",
+       "Q 13.234375 26.265625 9.515625 29.90625 \r\n",
+       "Q 5.8125 33.546875 5.8125 39.890625 \r\n",
+       "Q 5.8125 47.609375 11.28125 51.796875 \r\n",
+       "Q 16.75 56 26.8125 56 \r\n",
+       "Q 31.78125 56 36.171875 55.265625 \r\n",
+       "Q 40.578125 54.546875 44.28125 53.078125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-115\"/>\r\n",
+       "      </defs>\r\n",
+       "      <use xlink:href=\"#DejaVuSans-69\"/>\r\n",
+       "      <use x=\"63.183594\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
+       "      <use x=\"126.5625\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
+       "      <use x=\"188.085938\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
+       "      <use x=\"227.449219\" xlink:href=\"#DejaVuSans-103\"/>\r\n",
+       "      <use x=\"290.925781\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
+       "      <use x=\"350.105469\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
+       "      <use x=\"381.892578\" xlink:href=\"#DejaVuSans-76\"/>\r\n",
+       "      <use x=\"435.855469\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
+       "      <use x=\"497.378906\" xlink:href=\"#DejaVuSans-118\"/>\r\n",
+       "      <use x=\"556.558594\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
+       "      <use x=\"618.082031\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
+       "      <use x=\"645.865234\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_18\">\r\n",
+       "     <path d=\"M 305.261719 34.976562 \r\n",
+       "L 325.261719 34.976562 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_19\"/>\r\n",
+       "    <g id=\"text_17\">\r\n",
+       "     <!-- m0 -->\r\n",
+       "     <g transform=\"translate(333.261719 38.476562)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-109\"/>\r\n",
+       "      <use x=\"97.412109\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_20\">\r\n",
+       "     <path d=\"M 305.261719 49.654687 \r\n",
+       "L 325.261719 49.654687 \r\n",
+       "\" style=\"fill:none;stroke:#0000ff;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_21\"/>\r\n",
+       "    <g id=\"text_18\">\r\n",
+       "     <!-- m=1 -->\r\n",
+       "     <g transform=\"translate(333.261719 53.154687)scale(0.1 -0.1)\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 10.59375 45.40625 \r\n",
+       "L 73.1875 45.40625 \r\n",
+       "L 73.1875 37.203125 \r\n",
+       "L 10.59375 37.203125 \r\n",
+       "z\r\n",
+       "M 10.59375 25.484375 \r\n",
+       "L 73.1875 25.484375 \r\n",
+       "L 73.1875 17.1875 \r\n",
+       "L 10.59375 17.1875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-61\"/>\r\n",
+       "      </defs>\r\n",
+       "      <use xlink:href=\"#DejaVuSans-109\"/>\r\n",
+       "      <use x=\"97.412109\" xlink:href=\"#DejaVuSans-61\"/>\r\n",
+       "      <use x=\"181.201172\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_22\">\r\n",
+       "     <path d=\"M 305.261719 64.332812 \r\n",
+       "L 325.261719 64.332812 \r\n",
+       "\" style=\"fill:none;stroke:#008000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_23\"/>\r\n",
+       "    <g id=\"text_19\">\r\n",
+       "     <!-- m=2 -->\r\n",
+       "     <g transform=\"translate(333.261719 67.832812)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-109\"/>\r\n",
+       "      <use x=\"97.412109\" xlink:href=\"#DejaVuSans-61\"/>\r\n",
+       "      <use x=\"181.201172\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_24\">\r\n",
+       "     <path d=\"M 305.261719 79.010937 \r\n",
+       "L 325.261719 79.010937 \r\n",
+       "\" style=\"fill:none;stroke:#ff0000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_25\"/>\r\n",
+       "    <g id=\"text_20\">\r\n",
+       "     <!-- m=3 -->\r\n",
+       "     <g transform=\"translate(333.261719 82.510937)scale(0.1 -0.1)\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 40.578125 39.3125 \r\n",
+       "Q 47.65625 37.796875 51.625 33 \r\n",
+       "Q 55.609375 28.21875 55.609375 21.1875 \r\n",
+       "Q 55.609375 10.40625 48.1875 4.484375 \r\n",
+       "Q 40.765625 -1.421875 27.09375 -1.421875 \r\n",
+       "Q 22.515625 -1.421875 17.65625 -0.515625 \r\n",
+       "Q 12.796875 0.390625 7.625 2.203125 \r\n",
+       "L 7.625 11.71875 \r\n",
+       "Q 11.71875 9.328125 16.59375 8.109375 \r\n",
+       "Q 21.484375 6.890625 26.8125 6.890625 \r\n",
+       "Q 36.078125 6.890625 40.9375 10.546875 \r\n",
+       "Q 45.796875 14.203125 45.796875 21.1875 \r\n",
+       "Q 45.796875 27.640625 41.28125 31.265625 \r\n",
+       "Q 36.765625 34.90625 28.71875 34.90625 \r\n",
+       "L 20.21875 34.90625 \r\n",
+       "L 20.21875 43.015625 \r\n",
+       "L 29.109375 43.015625 \r\n",
+       "Q 36.375 43.015625 40.234375 45.921875 \r\n",
+       "Q 44.09375 48.828125 44.09375 54.296875 \r\n",
+       "Q 44.09375 59.90625 40.109375 62.90625 \r\n",
+       "Q 36.140625 65.921875 28.71875 65.921875 \r\n",
+       "Q 24.65625 65.921875 20.015625 65.03125 \r\n",
+       "Q 15.375 64.15625 9.8125 62.3125 \r\n",
+       "L 9.8125 71.09375 \r\n",
+       "Q 15.4375 72.65625 20.34375 73.4375 \r\n",
+       "Q 25.25 74.21875 29.59375 74.21875 \r\n",
+       "Q 40.828125 74.21875 47.359375 69.109375 \r\n",
+       "Q 53.90625 64.015625 53.90625 55.328125 \r\n",
+       "Q 53.90625 49.265625 50.4375 45.09375 \r\n",
+       "Q 46.96875 40.921875 40.578125 39.3125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-51\"/>\r\n",
+       "      </defs>\r\n",
+       "      <use xlink:href=\"#DejaVuSans-109\"/>\r\n",
+       "      <use x=\"97.412109\" xlink:href=\"#DejaVuSans-61\"/>\r\n",
+       "      <use x=\"181.201172\" xlink:href=\"#DejaVuSans-51\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "  </g>\r\n",
+       " </g>\r\n",
+       " <defs>\r\n",
+       "  <clipPath id=\"p0e13d6ef5a\">\r\n",
+       "   <rect height=\"217.44\" width=\"334.8\" x=\"40.603125\" y=\"7.2\"/>\r\n",
+       "  </clipPath>\r\n",
+       " </defs>\r\n",
+       "</svg>\r\n"
+      ],
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
     }
    ],
    "source": [
@@ -568,7 +5659,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -586,14 +5677,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "WARNING:py.warnings:C:\\lib\\site-packages\\ipykernel_launcher.py:4: RuntimeWarning: divide by zero encountered in double_scalars\n",
+      "WARNING:py.warnings:C:\\Users\\NICKLANZILLO\\Anaconda3\\envs\\metal2\\lib\\site-packages\\ipykernel_launcher.py:4: RuntimeWarning: divide by zero encountered in double_scalars\n",
       "  after removing the cwd from sys.path.\n",
       "\n"
      ]
@@ -615,7 +5706,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 18,
    "metadata": {},
    "outputs": [
     {
@@ -624,9 +5715,985 @@
        "Text(0, 0.5, 'alpha_r')"
       ]
      },
-     "execution_count": 17,
+     "execution_count": 18,
      "metadata": {},
      "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/svg+xml": [
+       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
+       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
+       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
+       "<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
+       "<svg height=\"265.995469pt\" version=\"1.1\" viewBox=\"0 0 388.965625 265.995469\" width=\"388.965625pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
+       " <metadata>\r\n",
+       "  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n",
+       "   <cc:Work>\r\n",
+       "    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n",
+       "    <dc:date>2021-08-20T09:19:32.647685</dc:date>\r\n",
+       "    <dc:format>image/svg+xml</dc:format>\r\n",
+       "    <dc:creator>\r\n",
+       "     <cc:Agent>\r\n",
+       "      <dc:title>Matplotlib v3.3.3, https://matplotlib.org/</dc:title>\r\n",
+       "     </cc:Agent>\r\n",
+       "    </dc:creator>\r\n",
+       "   </cc:Work>\r\n",
+       "  </rdf:RDF>\r\n",
+       " </metadata>\r\n",
+       " <defs>\r\n",
+       "  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\r\n",
+       " </defs>\r\n",
+       " <g id=\"figure_1\">\r\n",
+       "  <g id=\"patch_1\">\r\n",
+       "   <path d=\"M -0 265.995469 \r\n",
+       "L 388.965625 265.995469 \r\n",
+       "L 388.965625 0 \r\n",
+       "L -0 0 \r\n",
+       "z\r\n",
+       "\" style=\"fill:none;\"/>\r\n",
+       "  </g>\r\n",
+       "  <g id=\"axes_1\">\r\n",
+       "   <g id=\"patch_2\">\r\n",
+       "    <path d=\"M 46.965625 228.439219 \r\n",
+       "L 145.436213 228.439219 \r\n",
+       "L 145.436213 10.999219 \r\n",
+       "L 46.965625 10.999219 \r\n",
+       "z\r\n",
+       "\" style=\"fill:#ffffff;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"matplotlib.axis_1\">\r\n",
+       "    <g id=\"xtick_1\">\r\n",
+       "     <g id=\"line2d_1\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 0 0 \r\n",
+       "L 0 3.5 \r\n",
+       "\" id=\"m3fb0789119\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"51.441561\" xlink:href=\"#m3fb0789119\" y=\"228.439219\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_1\">\r\n",
+       "      <!-- 0 -->\r\n",
+       "      <g transform=\"translate(48.260311 243.037656)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 31.78125 66.40625 \r\n",
+       "Q 24.171875 66.40625 20.328125 58.90625 \r\n",
+       "Q 16.5 51.421875 16.5 36.375 \r\n",
+       "Q 16.5 21.390625 20.328125 13.890625 \r\n",
+       "Q 24.171875 6.390625 31.78125 6.390625 \r\n",
+       "Q 39.453125 6.390625 43.28125 13.890625 \r\n",
+       "Q 47.125 21.390625 47.125 36.375 \r\n",
+       "Q 47.125 51.421875 43.28125 58.90625 \r\n",
+       "Q 39.453125 66.40625 31.78125 66.40625 \r\n",
+       "z\r\n",
+       "M 31.78125 74.21875 \r\n",
+       "Q 44.046875 74.21875 50.515625 64.515625 \r\n",
+       "Q 56.984375 54.828125 56.984375 36.375 \r\n",
+       "Q 56.984375 17.96875 50.515625 8.265625 \r\n",
+       "Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
+       "Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
+       "Q 6.59375 17.96875 6.59375 36.375 \r\n",
+       "Q 6.59375 54.828125 13.0625 64.515625 \r\n",
+       "Q 19.53125 74.21875 31.78125 74.21875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-48\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_2\">\r\n",
+       "     <g id=\"line2d_2\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"107.390759\" xlink:href=\"#m3fb0789119\" y=\"228.439219\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_2\">\r\n",
+       "      <!-- 50 -->\r\n",
+       "      <g transform=\"translate(101.028259 243.037656)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 10.796875 72.90625 \r\n",
+       "L 49.515625 72.90625 \r\n",
+       "L 49.515625 64.59375 \r\n",
+       "L 19.828125 64.59375 \r\n",
+       "L 19.828125 46.734375 \r\n",
+       "Q 21.96875 47.46875 24.109375 47.828125 \r\n",
+       "Q 26.265625 48.1875 28.421875 48.1875 \r\n",
+       "Q 40.625 48.1875 47.75 41.5 \r\n",
+       "Q 54.890625 34.8125 54.890625 23.390625 \r\n",
+       "Q 54.890625 11.625 47.5625 5.09375 \r\n",
+       "Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
+       "Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
+       "Q 12.796875 0.140625 7.71875 1.703125 \r\n",
+       "L 7.71875 11.625 \r\n",
+       "Q 12.109375 9.234375 16.796875 8.0625 \r\n",
+       "Q 21.484375 6.890625 26.703125 6.890625 \r\n",
+       "Q 35.15625 6.890625 40.078125 11.328125 \r\n",
+       "Q 45.015625 15.765625 45.015625 23.390625 \r\n",
+       "Q 45.015625 31 40.078125 35.4375 \r\n",
+       "Q 35.15625 39.890625 26.703125 39.890625 \r\n",
+       "Q 22.75 39.890625 18.8125 39.015625 \r\n",
+       "Q 14.890625 38.140625 10.796875 36.28125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-53\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-53\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_3\">\r\n",
+       "     <!-- Ej/Ec -->\r\n",
+       "     <g transform=\"translate(84.059513 256.715781)scale(0.1 -0.1)\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 9.8125 72.90625 \r\n",
+       "L 55.90625 72.90625 \r\n",
+       "L 55.90625 64.59375 \r\n",
+       "L 19.671875 64.59375 \r\n",
+       "L 19.671875 43.015625 \r\n",
+       "L 54.390625 43.015625 \r\n",
+       "L 54.390625 34.71875 \r\n",
+       "L 19.671875 34.71875 \r\n",
+       "L 19.671875 8.296875 \r\n",
+       "L 56.78125 8.296875 \r\n",
+       "L 56.78125 0 \r\n",
+       "L 9.8125 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-69\"/>\r\n",
+       "       <path d=\"M 9.421875 54.6875 \r\n",
+       "L 18.40625 54.6875 \r\n",
+       "L 18.40625 -0.984375 \r\n",
+       "Q 18.40625 -11.421875 14.421875 -16.109375 \r\n",
+       "Q 10.453125 -20.796875 1.609375 -20.796875 \r\n",
+       "L -1.8125 -20.796875 \r\n",
+       "L -1.8125 -13.1875 \r\n",
+       "L 0.59375 -13.1875 \r\n",
+       "Q 5.71875 -13.1875 7.5625 -10.8125 \r\n",
+       "Q 9.421875 -8.453125 9.421875 -0.984375 \r\n",
+       "z\r\n",
+       "M 9.421875 75.984375 \r\n",
+       "L 18.40625 75.984375 \r\n",
+       "L 18.40625 64.59375 \r\n",
+       "L 9.421875 64.59375 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-106\"/>\r\n",
+       "       <path d=\"M 25.390625 72.90625 \r\n",
+       "L 33.6875 72.90625 \r\n",
+       "L 8.296875 -9.28125 \r\n",
+       "L 0 -9.28125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-47\"/>\r\n",
+       "       <path d=\"M 48.78125 52.59375 \r\n",
+       "L 48.78125 44.1875 \r\n",
+       "Q 44.96875 46.296875 41.140625 47.34375 \r\n",
+       "Q 37.3125 48.390625 33.40625 48.390625 \r\n",
+       "Q 24.65625 48.390625 19.8125 42.84375 \r\n",
+       "Q 14.984375 37.3125 14.984375 27.296875 \r\n",
+       "Q 14.984375 17.28125 19.8125 11.734375 \r\n",
+       "Q 24.65625 6.203125 33.40625 6.203125 \r\n",
+       "Q 37.3125 6.203125 41.140625 7.25 \r\n",
+       "Q 44.96875 8.296875 48.78125 10.40625 \r\n",
+       "L 48.78125 2.09375 \r\n",
+       "Q 45.015625 0.34375 40.984375 -0.53125 \r\n",
+       "Q 36.96875 -1.421875 32.421875 -1.421875 \r\n",
+       "Q 20.0625 -1.421875 12.78125 6.34375 \r\n",
+       "Q 5.515625 14.109375 5.515625 27.296875 \r\n",
+       "Q 5.515625 40.671875 12.859375 48.328125 \r\n",
+       "Q 20.21875 56 33.015625 56 \r\n",
+       "Q 37.15625 56 41.109375 55.140625 \r\n",
+       "Q 45.0625 54.296875 48.78125 52.59375 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-99\"/>\r\n",
+       "      </defs>\r\n",
+       "      <use xlink:href=\"#DejaVuSans-69\"/>\r\n",
+       "      <use x=\"63.183594\" xlink:href=\"#DejaVuSans-106\"/>\r\n",
+       "      <use x=\"90.966797\" xlink:href=\"#DejaVuSans-47\"/>\r\n",
+       "      <use x=\"124.658203\" xlink:href=\"#DejaVuSans-69\"/>\r\n",
+       "      <use x=\"187.841797\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"matplotlib.axis_2\">\r\n",
+       "    <g id=\"ytick_1\">\r\n",
+       "     <g id=\"line2d_3\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 0 0 \r\n",
+       "L -3.5 0 \r\n",
+       "\" id=\"md9e1e614ef\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.965625\" xlink:href=\"#md9e1e614ef\" y=\"192.831251\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_4\">\r\n",
+       "      <!-- 0 -->\r\n",
+       "      <g transform=\"translate(33.603125 196.63047)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_2\">\r\n",
+       "     <g id=\"line2d_4\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.965625\" xlink:href=\"#md9e1e614ef\" y=\"149.844152\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_5\">\r\n",
+       "      <!-- 200 -->\r\n",
+       "      <g transform=\"translate(20.878125 153.643371)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 19.1875 8.296875 \r\n",
+       "L 53.609375 8.296875 \r\n",
+       "L 53.609375 0 \r\n",
+       "L 7.328125 0 \r\n",
+       "L 7.328125 8.296875 \r\n",
+       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
+       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
+       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
+       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
+       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
+       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
+       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
+       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
+       "L 7.8125 69.390625 \r\n",
+       "Q 13.765625 71.78125 18.9375 73 \r\n",
+       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
+       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
+       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
+       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
+       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
+       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
+       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-50\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_3\">\r\n",
+       "     <g id=\"line2d_5\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.965625\" xlink:href=\"#md9e1e614ef\" y=\"106.857053\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_6\">\r\n",
+       "      <!-- 400 -->\r\n",
+       "      <g transform=\"translate(20.878125 110.656272)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 37.796875 64.3125 \r\n",
+       "L 12.890625 25.390625 \r\n",
+       "L 37.796875 25.390625 \r\n",
+       "z\r\n",
+       "M 35.203125 72.90625 \r\n",
+       "L 47.609375 72.90625 \r\n",
+       "L 47.609375 25.390625 \r\n",
+       "L 58.015625 25.390625 \r\n",
+       "L 58.015625 17.1875 \r\n",
+       "L 47.609375 17.1875 \r\n",
+       "L 47.609375 0 \r\n",
+       "L 37.796875 0 \r\n",
+       "L 37.796875 17.1875 \r\n",
+       "L 4.890625 17.1875 \r\n",
+       "L 4.890625 26.703125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-52\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_4\">\r\n",
+       "     <g id=\"line2d_6\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.965625\" xlink:href=\"#md9e1e614ef\" y=\"63.869954\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_7\">\r\n",
+       "      <!-- 600 -->\r\n",
+       "      <g transform=\"translate(20.878125 67.669173)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 33.015625 40.375 \r\n",
+       "Q 26.375 40.375 22.484375 35.828125 \r\n",
+       "Q 18.609375 31.296875 18.609375 23.390625 \r\n",
+       "Q 18.609375 15.53125 22.484375 10.953125 \r\n",
+       "Q 26.375 6.390625 33.015625 6.390625 \r\n",
+       "Q 39.65625 6.390625 43.53125 10.953125 \r\n",
+       "Q 47.40625 15.53125 47.40625 23.390625 \r\n",
+       "Q 47.40625 31.296875 43.53125 35.828125 \r\n",
+       "Q 39.65625 40.375 33.015625 40.375 \r\n",
+       "z\r\n",
+       "M 52.59375 71.296875 \r\n",
+       "L 52.59375 62.3125 \r\n",
+       "Q 48.875 64.0625 45.09375 64.984375 \r\n",
+       "Q 41.3125 65.921875 37.59375 65.921875 \r\n",
+       "Q 27.828125 65.921875 22.671875 59.328125 \r\n",
+       "Q 17.53125 52.734375 16.796875 39.40625 \r\n",
+       "Q 19.671875 43.65625 24.015625 45.921875 \r\n",
+       "Q 28.375 48.1875 33.59375 48.1875 \r\n",
+       "Q 44.578125 48.1875 50.953125 41.515625 \r\n",
+       "Q 57.328125 34.859375 57.328125 23.390625 \r\n",
+       "Q 57.328125 12.15625 50.6875 5.359375 \r\n",
+       "Q 44.046875 -1.421875 33.015625 -1.421875 \r\n",
+       "Q 20.359375 -1.421875 13.671875 8.265625 \r\n",
+       "Q 6.984375 17.96875 6.984375 36.375 \r\n",
+       "Q 6.984375 53.65625 15.1875 63.9375 \r\n",
+       "Q 23.390625 74.21875 37.203125 74.21875 \r\n",
+       "Q 40.921875 74.21875 44.703125 73.484375 \r\n",
+       "Q 48.484375 72.75 52.59375 71.296875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-54\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-54\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_5\">\r\n",
+       "     <g id=\"line2d_7\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"46.965625\" xlink:href=\"#md9e1e614ef\" y=\"20.882855\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_8\">\r\n",
+       "      <!-- 800 -->\r\n",
+       "      <g transform=\"translate(20.878125 24.682074)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 31.78125 34.625 \r\n",
+       "Q 24.75 34.625 20.71875 30.859375 \r\n",
+       "Q 16.703125 27.09375 16.703125 20.515625 \r\n",
+       "Q 16.703125 13.921875 20.71875 10.15625 \r\n",
+       "Q 24.75 6.390625 31.78125 6.390625 \r\n",
+       "Q 38.8125 6.390625 42.859375 10.171875 \r\n",
+       "Q 46.921875 13.96875 46.921875 20.515625 \r\n",
+       "Q 46.921875 27.09375 42.890625 30.859375 \r\n",
+       "Q 38.875 34.625 31.78125 34.625 \r\n",
+       "z\r\n",
+       "M 21.921875 38.8125 \r\n",
+       "Q 15.578125 40.375 12.03125 44.71875 \r\n",
+       "Q 8.5 49.078125 8.5 55.328125 \r\n",
+       "Q 8.5 64.0625 14.71875 69.140625 \r\n",
+       "Q 20.953125 74.21875 31.78125 74.21875 \r\n",
+       "Q 42.671875 74.21875 48.875 69.140625 \r\n",
+       "Q 55.078125 64.0625 55.078125 55.328125 \r\n",
+       "Q 55.078125 49.078125 51.53125 44.71875 \r\n",
+       "Q 48 40.375 41.703125 38.8125 \r\n",
+       "Q 48.828125 37.15625 52.796875 32.3125 \r\n",
+       "Q 56.78125 27.484375 56.78125 20.515625 \r\n",
+       "Q 56.78125 9.90625 50.3125 4.234375 \r\n",
+       "Q 43.84375 -1.421875 31.78125 -1.421875 \r\n",
+       "Q 19.734375 -1.421875 13.25 4.234375 \r\n",
+       "Q 6.78125 9.90625 6.78125 20.515625 \r\n",
+       "Q 6.78125 27.484375 10.78125 32.3125 \r\n",
+       "Q 14.796875 37.15625 21.921875 38.8125 \r\n",
+       "z\r\n",
+       "M 18.3125 54.390625 \r\n",
+       "Q 18.3125 48.734375 21.84375 45.5625 \r\n",
+       "Q 25.390625 42.390625 31.78125 42.390625 \r\n",
+       "Q 38.140625 42.390625 41.71875 45.5625 \r\n",
+       "Q 45.3125 48.734375 45.3125 54.390625 \r\n",
+       "Q 45.3125 60.0625 41.71875 63.234375 \r\n",
+       "Q 38.140625 66.40625 31.78125 66.40625 \r\n",
+       "Q 25.390625 66.40625 21.84375 63.234375 \r\n",
+       "Q 18.3125 60.0625 18.3125 54.390625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-56\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-56\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_9\">\r\n",
+       "     <!-- alpha -->\r\n",
+       "     <g transform=\"translate(14.798438 133.579375)rotate(-90)scale(0.1 -0.1)\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 34.28125 27.484375 \r\n",
+       "Q 23.390625 27.484375 19.1875 25 \r\n",
+       "Q 14.984375 22.515625 14.984375 16.5 \r\n",
+       "Q 14.984375 11.71875 18.140625 8.90625 \r\n",
+       "Q 21.296875 6.109375 26.703125 6.109375 \r\n",
+       "Q 34.1875 6.109375 38.703125 11.40625 \r\n",
+       "Q 43.21875 16.703125 43.21875 25.484375 \r\n",
+       "L 43.21875 27.484375 \r\n",
+       "z\r\n",
+       "M 52.203125 31.203125 \r\n",
+       "L 52.203125 0 \r\n",
+       "L 43.21875 0 \r\n",
+       "L 43.21875 8.296875 \r\n",
+       "Q 40.140625 3.328125 35.546875 0.953125 \r\n",
+       "Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
+       "Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
+       "Q 6 8.015625 6 15.921875 \r\n",
+       "Q 6 25.140625 12.171875 29.828125 \r\n",
+       "Q 18.359375 34.515625 30.609375 34.515625 \r\n",
+       "L 43.21875 34.515625 \r\n",
+       "L 43.21875 35.40625 \r\n",
+       "Q 43.21875 41.609375 39.140625 45 \r\n",
+       "Q 35.0625 48.390625 27.6875 48.390625 \r\n",
+       "Q 23 48.390625 18.546875 47.265625 \r\n",
+       "Q 14.109375 46.140625 10.015625 43.890625 \r\n",
+       "L 10.015625 52.203125 \r\n",
+       "Q 14.9375 54.109375 19.578125 55.046875 \r\n",
+       "Q 24.21875 56 28.609375 56 \r\n",
+       "Q 40.484375 56 46.34375 49.84375 \r\n",
+       "Q 52.203125 43.703125 52.203125 31.203125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-97\"/>\r\n",
+       "       <path d=\"M 9.421875 75.984375 \r\n",
+       "L 18.40625 75.984375 \r\n",
+       "L 18.40625 0 \r\n",
+       "L 9.421875 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-108\"/>\r\n",
+       "       <path d=\"M 18.109375 8.203125 \r\n",
+       "L 18.109375 -20.796875 \r\n",
+       "L 9.078125 -20.796875 \r\n",
+       "L 9.078125 54.6875 \r\n",
+       "L 18.109375 54.6875 \r\n",
+       "L 18.109375 46.390625 \r\n",
+       "Q 20.953125 51.265625 25.265625 53.625 \r\n",
+       "Q 29.59375 56 35.59375 56 \r\n",
+       "Q 45.5625 56 51.78125 48.09375 \r\n",
+       "Q 58.015625 40.1875 58.015625 27.296875 \r\n",
+       "Q 58.015625 14.40625 51.78125 6.484375 \r\n",
+       "Q 45.5625 -1.421875 35.59375 -1.421875 \r\n",
+       "Q 29.59375 -1.421875 25.265625 0.953125 \r\n",
+       "Q 20.953125 3.328125 18.109375 8.203125 \r\n",
+       "z\r\n",
+       "M 48.6875 27.296875 \r\n",
+       "Q 48.6875 37.203125 44.609375 42.84375 \r\n",
+       "Q 40.53125 48.484375 33.40625 48.484375 \r\n",
+       "Q 26.265625 48.484375 22.1875 42.84375 \r\n",
+       "Q 18.109375 37.203125 18.109375 27.296875 \r\n",
+       "Q 18.109375 17.390625 22.1875 11.75 \r\n",
+       "Q 26.265625 6.109375 33.40625 6.109375 \r\n",
+       "Q 40.53125 6.109375 44.609375 11.75 \r\n",
+       "Q 48.6875 17.390625 48.6875 27.296875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-112\"/>\r\n",
+       "       <path d=\"M 54.890625 33.015625 \r\n",
+       "L 54.890625 0 \r\n",
+       "L 45.90625 0 \r\n",
+       "L 45.90625 32.71875 \r\n",
+       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
+       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
+       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
+       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
+       "L 18.109375 0 \r\n",
+       "L 9.078125 0 \r\n",
+       "L 9.078125 75.984375 \r\n",
+       "L 18.109375 75.984375 \r\n",
+       "L 18.109375 46.1875 \r\n",
+       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
+       "Q 30.078125 56 35.796875 56 \r\n",
+       "Q 45.21875 56 50.046875 50.171875 \r\n",
+       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-104\"/>\r\n",
+       "      </defs>\r\n",
+       "      <use xlink:href=\"#DejaVuSans-97\"/>\r\n",
+       "      <use x=\"61.279297\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
+       "      <use x=\"89.0625\" xlink:href=\"#DejaVuSans-112\"/>\r\n",
+       "      <use x=\"152.539062\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
+       "      <use x=\"215.917969\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_8\">\r\n",
+       "    <path clip-path=\"url(#pd2e342f232)\" d=\"M 51.441561 20.882855 \r\n",
+       "L 52.336748 45.986758 \r\n",
+       "L 53.231935 69.538054 \r\n",
+       "L 54.127122 91.280918 \r\n",
+       "L 55.022309 110.995607 \r\n",
+       "L 55.917497 128.532192 \r\n",
+       "L 56.812684 143.837012 \r\n",
+       "L 57.707871 156.961173 \r\n",
+       "L 58.603058 168.047447 \r\n",
+       "L 59.498245 177.301588 \r\n",
+       "L 60.393432 184.959306 \r\n",
+       "L 61.28862 191.258413 \r\n",
+       "L 62.183807 196.420395 \r\n",
+       "L 63.078994 200.641039 \r\n",
+       "L 63.974181 204.087641 \r\n",
+       "L 64.869368 206.900101 \r\n",
+       "L 65.764555 209.193886 \r\n",
+       "L 66.659743 211.063583 \r\n",
+       "L 67.55493 212.586387 \r\n",
+       "L 68.450117 213.82521 \r\n",
+       "L 69.345304 214.83133 \r\n",
+       "L 70.240491 215.646583 \r\n",
+       "L 71.135678 216.305147 \r\n",
+       "L 72.030866 216.834989 \r\n",
+       "L 72.926053 217.259031 \r\n",
+       "L 73.82124 217.596088 \r\n",
+       "L 74.716427 217.861627 \r\n",
+       "L 75.611614 218.068377 \r\n",
+       "L 76.506801 218.226827 \r\n",
+       "L 77.401989 218.345627 \r\n",
+       "L 78.297176 218.431916 \r\n",
+       "L 79.192363 218.491592 \r\n",
+       "L 80.08755 218.529527 \r\n",
+       "L 80.982737 218.549747 \r\n",
+       "L 81.877924 218.555582 \r\n",
+       "L 82.773112 218.549786 \r\n",
+       "L 83.668299 218.534632 \r\n",
+       "L 84.563486 218.512001 \r\n",
+       "L 85.458673 218.483446 \r\n",
+       "L 86.35386 218.450248 \r\n",
+       "L 87.249047 218.413464 \r\n",
+       "L 88.144235 218.373964 \r\n",
+       "L 89.039422 218.332463 \r\n",
+       "L 89.934609 218.289546 \r\n",
+       "L 90.829796 218.245695 \r\n",
+       "L 91.724983 218.201301 \r\n",
+       "L 92.62017 218.15668 \r\n",
+       "L 93.515358 218.112091 \r\n",
+       "L 94.410545 218.067739 \r\n",
+       "L 95.305732 218.02379 \r\n",
+       "L 96.200919 217.980373 \r\n",
+       "L 97.096106 217.93759 \r\n",
+       "L 97.991293 217.895517 \r\n",
+       "L 98.886481 217.854214 \r\n",
+       "L 99.781668 217.813723 \r\n",
+       "L 100.676855 217.774071 \r\n",
+       "L 101.572042 217.735279 \r\n",
+       "L 102.467229 217.697355 \r\n",
+       "L 103.362416 217.660302 \r\n",
+       "L 104.257604 217.624116 \r\n",
+       "L 105.152791 217.588789 \r\n",
+       "L 106.047978 217.55431 \r\n",
+       "L 106.943165 217.520666 \r\n",
+       "L 107.838352 217.487839 \r\n",
+       "L 108.733539 217.455811 \r\n",
+       "L 109.628727 217.424563 \r\n",
+       "L 110.523914 217.394075 \r\n",
+       "L 111.419101 217.364327 \r\n",
+       "L 112.314288 217.335297 \r\n",
+       "L 113.209475 217.306965 \r\n",
+       "L 114.104662 217.27931 \r\n",
+       "L 114.99985 217.25231 \r\n",
+       "L 115.895037 217.225947 \r\n",
+       "L 116.790224 217.200199 \r\n",
+       "L 117.685411 217.175048 \r\n",
+       "L 118.580598 217.150474 \r\n",
+       "L 119.475785 217.126459 \r\n",
+       "L 120.370973 217.102984 \r\n",
+       "L 121.26616 217.080033 \r\n",
+       "L 122.161347 217.057588 \r\n",
+       "L 123.056534 217.035633 \r\n",
+       "L 123.951721 217.014153 \r\n",
+       "L 124.846908 216.993132 \r\n",
+       "L 125.742096 216.972555 \r\n",
+       "L 126.637283 216.952409 \r\n",
+       "L 127.53247 216.93268 \r\n",
+       "L 128.427657 216.913355 \r\n",
+       "L 129.322844 216.89442 \r\n",
+       "L 130.218031 216.875865 \r\n",
+       "L 131.113219 216.857677 \r\n",
+       "L 132.008406 216.839845 \r\n",
+       "L 132.903593 216.822358 \r\n",
+       "L 133.79878 216.805207 \r\n",
+       "L 134.693967 216.78838 \r\n",
+       "L 135.589154 216.771869 \r\n",
+       "L 136.484342 216.755664 \r\n",
+       "L 137.379529 216.739755 \r\n",
+       "L 138.274716 216.724136 \r\n",
+       "L 139.169903 216.708797 \r\n",
+       "L 140.06509 216.69373 \r\n",
+       "L 140.960277 216.678928 \r\n",
+       "\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_3\">\r\n",
+       "    <path d=\"M 46.965625 228.439219 \r\n",
+       "L 46.965625 10.999219 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_4\">\r\n",
+       "    <path d=\"M 145.436213 228.439219 \r\n",
+       "L 145.436213 10.999219 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_5\">\r\n",
+       "    <path d=\"M 46.965625 228.439219 \r\n",
+       "L 145.436213 228.439219 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_6\">\r\n",
+       "    <path d=\"M 46.965625 10.999219 \r\n",
+       "L 145.436213 10.999219 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "  </g>\r\n",
+       "  <g id=\"axes_2\">\r\n",
+       "   <g id=\"patch_7\">\r\n",
+       "    <path d=\"M 283.295037 228.439219 \r\n",
+       "L 381.765625 228.439219 \r\n",
+       "L 381.765625 10.999219 \r\n",
+       "L 283.295037 10.999219 \r\n",
+       "z\r\n",
+       "\" style=\"fill:#ffffff;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"matplotlib.axis_3\">\r\n",
+       "    <g id=\"xtick_3\">\r\n",
+       "     <g id=\"line2d_9\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"286.866743\" xlink:href=\"#m3fb0789119\" y=\"228.439219\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_10\">\r\n",
+       "      <!-- 0 -->\r\n",
+       "      <g transform=\"translate(283.685493 243.037656)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_4\">\r\n",
+       "     <g id=\"line2d_10\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"343.381084\" xlink:href=\"#m3fb0789119\" y=\"228.439219\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_11\">\r\n",
+       "      <!-- 50 -->\r\n",
+       "      <g transform=\"translate(337.018584 243.037656)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-53\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_12\">\r\n",
+       "     <!-- Ej/Ec -->\r\n",
+       "     <g transform=\"translate(320.388925 256.715781)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-69\"/>\r\n",
+       "      <use x=\"63.183594\" xlink:href=\"#DejaVuSans-106\"/>\r\n",
+       "      <use x=\"90.966797\" xlink:href=\"#DejaVuSans-47\"/>\r\n",
+       "      <use x=\"124.658203\" xlink:href=\"#DejaVuSans-69\"/>\r\n",
+       "      <use x=\"187.841797\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"matplotlib.axis_4\">\r\n",
+       "    <g id=\"ytick_6\">\r\n",
+       "     <g id=\"line2d_11\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"283.295037\" xlink:href=\"#md9e1e614ef\" y=\"228.439219\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_13\">\r\n",
+       "      <!-- −0.2 -->\r\n",
+       "      <g transform=\"translate(252.012224 232.238438)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 10.59375 35.5 \r\n",
+       "L 73.1875 35.5 \r\n",
+       "L 73.1875 27.203125 \r\n",
+       "L 10.59375 27.203125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-8722\"/>\r\n",
+       "        <path d=\"M 10.6875 12.40625 \r\n",
+       "L 21 12.40625 \r\n",
+       "L 21 0 \r\n",
+       "L 10.6875 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-46\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-8722\"/>\r\n",
+       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"179.199219\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_7\">\r\n",
+       "     <g id=\"line2d_12\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"283.295037\" xlink:href=\"#md9e1e614ef\" y=\"192.199219\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_14\">\r\n",
+       "      <!-- 0.0 -->\r\n",
+       "      <g transform=\"translate(260.391912 195.998438)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_8\">\r\n",
+       "     <g id=\"line2d_13\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"283.295037\" xlink:href=\"#md9e1e614ef\" y=\"155.959219\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_15\">\r\n",
+       "      <!-- 0.2 -->\r\n",
+       "      <g transform=\"translate(260.391912 159.758438)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_9\">\r\n",
+       "     <g id=\"line2d_14\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"283.295037\" xlink:href=\"#md9e1e614ef\" y=\"119.719219\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_16\">\r\n",
+       "      <!-- 0.4 -->\r\n",
+       "      <g transform=\"translate(260.391912 123.518438)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-52\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_10\">\r\n",
+       "     <g id=\"line2d_15\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"283.295037\" xlink:href=\"#md9e1e614ef\" y=\"83.479219\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_17\">\r\n",
+       "      <!-- 0.6 -->\r\n",
+       "      <g transform=\"translate(260.391912 87.278437)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-54\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_11\">\r\n",
+       "     <g id=\"line2d_16\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"283.295037\" xlink:href=\"#md9e1e614ef\" y=\"47.239219\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_18\">\r\n",
+       "      <!-- 0.8 -->\r\n",
+       "      <g transform=\"translate(260.391912 51.038438)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-56\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_12\">\r\n",
+       "     <g id=\"line2d_17\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"283.295037\" xlink:href=\"#md9e1e614ef\" y=\"10.999219\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_19\">\r\n",
+       "      <!-- 1.0 -->\r\n",
+       "      <g transform=\"translate(260.391912 14.798437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 12.40625 8.296875 \r\n",
+       "L 28.515625 8.296875 \r\n",
+       "L 28.515625 63.921875 \r\n",
+       "L 10.984375 60.40625 \r\n",
+       "L 10.984375 69.390625 \r\n",
+       "L 28.421875 72.90625 \r\n",
+       "L 38.28125 72.90625 \r\n",
+       "L 38.28125 8.296875 \r\n",
+       "L 54.390625 8.296875 \r\n",
+       "L 54.390625 0 \r\n",
+       "L 12.40625 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-49\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_20\">\r\n",
+       "     <!-- alpha_r -->\r\n",
+       "     <g transform=\"translate(245.654412 138.134844)rotate(-90)scale(0.1 -0.1)\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 50.984375 -16.609375 \r\n",
+       "L 50.984375 -23.578125 \r\n",
+       "L -0.984375 -23.578125 \r\n",
+       "L -0.984375 -16.609375 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-95\"/>\r\n",
+       "       <path d=\"M 41.109375 46.296875 \r\n",
+       "Q 39.59375 47.171875 37.8125 47.578125 \r\n",
+       "Q 36.03125 48 33.890625 48 \r\n",
+       "Q 26.265625 48 22.1875 43.046875 \r\n",
+       "Q 18.109375 38.09375 18.109375 28.8125 \r\n",
+       "L 18.109375 0 \r\n",
+       "L 9.078125 0 \r\n",
+       "L 9.078125 54.6875 \r\n",
+       "L 18.109375 54.6875 \r\n",
+       "L 18.109375 46.1875 \r\n",
+       "Q 20.953125 51.171875 25.484375 53.578125 \r\n",
+       "Q 30.03125 56 36.53125 56 \r\n",
+       "Q 37.453125 56 38.578125 55.875 \r\n",
+       "Q 39.703125 55.765625 41.0625 55.515625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-114\"/>\r\n",
+       "      </defs>\r\n",
+       "      <use xlink:href=\"#DejaVuSans-97\"/>\r\n",
+       "      <use x=\"61.279297\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
+       "      <use x=\"89.0625\" xlink:href=\"#DejaVuSans-112\"/>\r\n",
+       "      <use x=\"152.539062\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
+       "      <use x=\"215.917969\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
+       "      <use x=\"277.197266\" xlink:href=\"#DejaVuSans-95\"/>\r\n",
+       "      <use x=\"327.197266\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_18\">\r\n",
+       "    <path clip-path=\"url(#p298c71a60f)\" d=\"M 290.831635 -1 \r\n",
+       "L 291.38789 48.409589 \r\n",
+       "L 292.29212 98.696433 \r\n",
+       "L 293.196349 131.958157 \r\n",
+       "L 294.100579 154.744006 \r\n",
+       "L 295.004808 170.722861 \r\n",
+       "L 295.909038 182.109207 \r\n",
+       "L 296.813267 190.312006 \r\n",
+       "L 297.717497 196.262314 \r\n",
+       "L 298.621726 200.592979 \r\n",
+       "L 299.525956 203.743747 \r\n",
+       "L 300.430185 206.025743 \r\n",
+       "L 301.334414 207.662488 \r\n",
+       "L 302.238644 208.816697 \r\n",
+       "L 303.142873 209.608191 \r\n",
+       "L 304.047103 210.126089 \r\n",
+       "L 304.951332 210.437248 \r\n",
+       "L 305.855562 210.592191 \r\n",
+       "L 306.759791 210.629335 \r\n",
+       "L 307.664021 210.578035 \r\n",
+       "L 308.56825 210.460813 \r\n",
+       "L 309.47248 210.294994 \r\n",
+       "L 310.376709 210.093933 \r\n",
+       "L 311.280939 209.867934 \r\n",
+       "L 312.185168 209.62494 \r\n",
+       "L 313.089397 209.371069 \r\n",
+       "L 313.993627 209.11102 \r\n",
+       "L 314.897856 208.848381 \r\n",
+       "L 315.802086 208.585881 \r\n",
+       "L 316.706315 208.325573 \r\n",
+       "L 317.610545 208.068981 \r\n",
+       "L 318.514774 207.81722 \r\n",
+       "L 319.419004 207.571083 \r\n",
+       "L 320.323233 207.331112 \r\n",
+       "L 321.227463 207.097656 \r\n",
+       "L 322.131692 206.870916 \r\n",
+       "L 323.035922 206.650976 \r\n",
+       "L 323.940151 206.437831 \r\n",
+       "L 324.84438 206.231414 \r\n",
+       "L 325.74861 206.031605 \r\n",
+       "L 326.652839 205.838252 \r\n",
+       "L 327.557069 205.651174 \r\n",
+       "L 328.461298 205.470176 \r\n",
+       "L 329.365528 205.29505 \r\n",
+       "L 330.269757 205.125584 \r\n",
+       "L 331.173987 204.961563 \r\n",
+       "L 332.078216 204.802774 \r\n",
+       "L 332.982446 204.649004 \r\n",
+       "L 333.886675 204.500048 \r\n",
+       "L 334.790905 204.355705 \r\n",
+       "L 335.695134 204.215781 \r\n",
+       "L 336.599363 204.080088 \r\n",
+       "L 337.503593 203.948448 \r\n",
+       "L 338.407822 203.820687 \r\n",
+       "L 339.312052 203.69664 \r\n",
+       "L 340.216281 203.576151 \r\n",
+       "L 341.120511 203.45907 \r\n",
+       "L 342.02474 203.345253 \r\n",
+       "L 342.92897 203.234564 \r\n",
+       "L 343.833199 203.126875 \r\n",
+       "L 344.737429 203.022061 \r\n",
+       "L 345.641658 202.920006 \r\n",
+       "L 346.545888 202.820599 \r\n",
+       "L 347.450117 202.723734 \r\n",
+       "L 348.354346 202.629311 \r\n",
+       "L 349.258576 202.537234 \r\n",
+       "L 350.162805 202.447412 \r\n",
+       "L 351.067035 202.35976 \r\n",
+       "L 351.971264 202.274194 \r\n",
+       "L 352.875494 202.190638 \r\n",
+       "L 353.779723 202.109016 \r\n",
+       "L 354.683953 202.029258 \r\n",
+       "L 355.588182 201.951297 \r\n",
+       "L 356.492412 201.875068 \r\n",
+       "L 357.396641 201.800511 \r\n",
+       "L 358.300871 201.727567 \r\n",
+       "L 359.2051 201.65618 \r\n",
+       "L 360.109329 201.586298 \r\n",
+       "L 361.013559 201.517869 \r\n",
+       "L 361.917788 201.450846 \r\n",
+       "L 362.822018 201.385181 \r\n",
+       "L 363.726247 201.320832 \r\n",
+       "L 364.630477 201.257756 \r\n",
+       "L 365.534706 201.195911 \r\n",
+       "L 366.438936 201.13526 \r\n",
+       "L 367.343165 201.075766 \r\n",
+       "L 368.247395 201.017393 \r\n",
+       "L 369.151624 200.960106 \r\n",
+       "L 370.055853 200.903874 \r\n",
+       "L 370.960083 200.848665 \r\n",
+       "L 371.864312 200.794448 \r\n",
+       "L 372.768542 200.741196 \r\n",
+       "L 373.672771 200.68888 \r\n",
+       "L 374.577001 200.637474 \r\n",
+       "L 375.48123 200.586952 \r\n",
+       "L 376.38546 200.53729 \r\n",
+       "L 377.289689 200.488463 \r\n",
+       "\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_8\">\r\n",
+       "    <path d=\"M 283.295037 228.439219 \r\n",
+       "L 283.295037 10.999219 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_9\">\r\n",
+       "    <path d=\"M 381.765625 228.439219 \r\n",
+       "L 381.765625 10.999219 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_10\">\r\n",
+       "    <path d=\"M 283.295037 228.439219 \r\n",
+       "L 381.765625 228.439219 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_11\">\r\n",
+       "    <path d=\"M 283.295037 10.999219 \r\n",
+       "L 381.765625 10.999219 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "  </g>\r\n",
+       " </g>\r\n",
+       " <defs>\r\n",
+       "  <clipPath id=\"pd2e342f232\">\r\n",
+       "   <rect height=\"217.44\" width=\"98.470588\" x=\"46.965625\" y=\"10.999219\"/>\r\n",
+       "  </clipPath>\r\n",
+       "  <clipPath id=\"p298c71a60f\">\r\n",
+       "   <rect height=\"217.44\" width=\"98.470588\" x=\"283.295037\" y=\"10.999219\"/>\r\n",
+       "  </clipPath>\r\n",
+       " </defs>\r\n",
+       "</svg>\r\n"
+      ],
+      "text/plain": [
+       "<Figure size 432x288 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
     }
    ],
    "source": [
@@ -665,7 +6732,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 19,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -682,7 +6749,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 20,
    "metadata": {},
    "outputs": [
     {
@@ -691,9 +6758,1295 @@
        "Text(0, 0.5, 'T2 (sec)')"
       ]
      },
-     "execution_count": 19,
+     "execution_count": 20,
      "metadata": {},
      "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/svg+xml": [
+       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
+       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
+       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
+       "<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
+       "<svg height=\"262.19625pt\" version=\"1.1\" viewBox=\"0 0 393.378125 262.19625\" width=\"393.378125pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
+       " <metadata>\r\n",
+       "  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n",
+       "   <cc:Work>\r\n",
+       "    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n",
+       "    <dc:date>2021-08-20T09:19:40.382749</dc:date>\r\n",
+       "    <dc:format>image/svg+xml</dc:format>\r\n",
+       "    <dc:creator>\r\n",
+       "     <cc:Agent>\r\n",
+       "      <dc:title>Matplotlib v3.3.3, https://matplotlib.org/</dc:title>\r\n",
+       "     </cc:Agent>\r\n",
+       "    </dc:creator>\r\n",
+       "   </cc:Work>\r\n",
+       "  </rdf:RDF>\r\n",
+       " </metadata>\r\n",
+       " <defs>\r\n",
+       "  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\r\n",
+       " </defs>\r\n",
+       " <g id=\"figure_1\">\r\n",
+       "  <g id=\"patch_1\">\r\n",
+       "   <path d=\"M 0 262.19625 \r\n",
+       "L 393.378125 262.19625 \r\n",
+       "L 393.378125 0 \r\n",
+       "L 0 0 \r\n",
+       "z\r\n",
+       "\" style=\"fill:none;\"/>\r\n",
+       "  </g>\r\n",
+       "  <g id=\"axes_1\">\r\n",
+       "   <g id=\"patch_2\">\r\n",
+       "    <path d=\"M 51.378125 224.64 \r\n",
+       "L 386.178125 224.64 \r\n",
+       "L 386.178125 7.2 \r\n",
+       "L 51.378125 7.2 \r\n",
+       "z\r\n",
+       "\" style=\"fill:#ffffff;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"matplotlib.axis_1\">\r\n",
+       "    <g id=\"xtick_1\">\r\n",
+       "     <g id=\"line2d_1\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 0 0 \r\n",
+       "L 0 3.5 \r\n",
+       "\" id=\"m6c47df8bfc\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"66.596307\" xlink:href=\"#m6c47df8bfc\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_1\">\r\n",
+       "      <!-- 0 -->\r\n",
+       "      <g transform=\"translate(63.415057 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 31.78125 66.40625 \r\n",
+       "Q 24.171875 66.40625 20.328125 58.90625 \r\n",
+       "Q 16.5 51.421875 16.5 36.375 \r\n",
+       "Q 16.5 21.390625 20.328125 13.890625 \r\n",
+       "Q 24.171875 6.390625 31.78125 6.390625 \r\n",
+       "Q 39.453125 6.390625 43.28125 13.890625 \r\n",
+       "Q 47.125 21.390625 47.125 36.375 \r\n",
+       "Q 47.125 51.421875 43.28125 58.90625 \r\n",
+       "Q 39.453125 66.40625 31.78125 66.40625 \r\n",
+       "z\r\n",
+       "M 31.78125 74.21875 \r\n",
+       "Q 44.046875 74.21875 50.515625 64.515625 \r\n",
+       "Q 56.984375 54.828125 56.984375 36.375 \r\n",
+       "Q 56.984375 17.96875 50.515625 8.265625 \r\n",
+       "Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
+       "Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
+       "Q 6.59375 17.96875 6.59375 36.375 \r\n",
+       "Q 6.59375 54.828125 13.0625 64.515625 \r\n",
+       "Q 19.53125 74.21875 31.78125 74.21875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-48\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_2\">\r\n",
+       "     <g id=\"line2d_2\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"104.641761\" xlink:href=\"#m6c47df8bfc\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_2\">\r\n",
+       "      <!-- 10 -->\r\n",
+       "      <g transform=\"translate(98.279261 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 12.40625 8.296875 \r\n",
+       "L 28.515625 8.296875 \r\n",
+       "L 28.515625 63.921875 \r\n",
+       "L 10.984375 60.40625 \r\n",
+       "L 10.984375 69.390625 \r\n",
+       "L 28.421875 72.90625 \r\n",
+       "L 38.28125 72.90625 \r\n",
+       "L 38.28125 8.296875 \r\n",
+       "L 54.390625 8.296875 \r\n",
+       "L 54.390625 0 \r\n",
+       "L 12.40625 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-49\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_3\">\r\n",
+       "     <g id=\"line2d_3\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"142.687216\" xlink:href=\"#m6c47df8bfc\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_3\">\r\n",
+       "      <!-- 20 -->\r\n",
+       "      <g transform=\"translate(136.324716 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 19.1875 8.296875 \r\n",
+       "L 53.609375 8.296875 \r\n",
+       "L 53.609375 0 \r\n",
+       "L 7.328125 0 \r\n",
+       "L 7.328125 8.296875 \r\n",
+       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
+       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
+       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
+       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
+       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
+       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
+       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
+       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
+       "L 7.8125 69.390625 \r\n",
+       "Q 13.765625 71.78125 18.9375 73 \r\n",
+       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
+       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
+       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
+       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
+       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
+       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
+       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-50\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_4\">\r\n",
+       "     <g id=\"line2d_4\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"180.73267\" xlink:href=\"#m6c47df8bfc\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_4\">\r\n",
+       "      <!-- 30 -->\r\n",
+       "      <g transform=\"translate(174.37017 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 40.578125 39.3125 \r\n",
+       "Q 47.65625 37.796875 51.625 33 \r\n",
+       "Q 55.609375 28.21875 55.609375 21.1875 \r\n",
+       "Q 55.609375 10.40625 48.1875 4.484375 \r\n",
+       "Q 40.765625 -1.421875 27.09375 -1.421875 \r\n",
+       "Q 22.515625 -1.421875 17.65625 -0.515625 \r\n",
+       "Q 12.796875 0.390625 7.625 2.203125 \r\n",
+       "L 7.625 11.71875 \r\n",
+       "Q 11.71875 9.328125 16.59375 8.109375 \r\n",
+       "Q 21.484375 6.890625 26.8125 6.890625 \r\n",
+       "Q 36.078125 6.890625 40.9375 10.546875 \r\n",
+       "Q 45.796875 14.203125 45.796875 21.1875 \r\n",
+       "Q 45.796875 27.640625 41.28125 31.265625 \r\n",
+       "Q 36.765625 34.90625 28.71875 34.90625 \r\n",
+       "L 20.21875 34.90625 \r\n",
+       "L 20.21875 43.015625 \r\n",
+       "L 29.109375 43.015625 \r\n",
+       "Q 36.375 43.015625 40.234375 45.921875 \r\n",
+       "Q 44.09375 48.828125 44.09375 54.296875 \r\n",
+       "Q 44.09375 59.90625 40.109375 62.90625 \r\n",
+       "Q 36.140625 65.921875 28.71875 65.921875 \r\n",
+       "Q 24.65625 65.921875 20.015625 65.03125 \r\n",
+       "Q 15.375 64.15625 9.8125 62.3125 \r\n",
+       "L 9.8125 71.09375 \r\n",
+       "Q 15.4375 72.65625 20.34375 73.4375 \r\n",
+       "Q 25.25 74.21875 29.59375 74.21875 \r\n",
+       "Q 40.828125 74.21875 47.359375 69.109375 \r\n",
+       "Q 53.90625 64.015625 53.90625 55.328125 \r\n",
+       "Q 53.90625 49.265625 50.4375 45.09375 \r\n",
+       "Q 46.96875 40.921875 40.578125 39.3125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-51\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-51\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_5\">\r\n",
+       "     <g id=\"line2d_5\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"218.778125\" xlink:href=\"#m6c47df8bfc\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_5\">\r\n",
+       "      <!-- 40 -->\r\n",
+       "      <g transform=\"translate(212.415625 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 37.796875 64.3125 \r\n",
+       "L 12.890625 25.390625 \r\n",
+       "L 37.796875 25.390625 \r\n",
+       "z\r\n",
+       "M 35.203125 72.90625 \r\n",
+       "L 47.609375 72.90625 \r\n",
+       "L 47.609375 25.390625 \r\n",
+       "L 58.015625 25.390625 \r\n",
+       "L 58.015625 17.1875 \r\n",
+       "L 47.609375 17.1875 \r\n",
+       "L 47.609375 0 \r\n",
+       "L 37.796875 0 \r\n",
+       "L 37.796875 17.1875 \r\n",
+       "L 4.890625 17.1875 \r\n",
+       "L 4.890625 26.703125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-52\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_6\">\r\n",
+       "     <g id=\"line2d_6\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"256.82358\" xlink:href=\"#m6c47df8bfc\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_6\">\r\n",
+       "      <!-- 50 -->\r\n",
+       "      <g transform=\"translate(250.46108 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 10.796875 72.90625 \r\n",
+       "L 49.515625 72.90625 \r\n",
+       "L 49.515625 64.59375 \r\n",
+       "L 19.828125 64.59375 \r\n",
+       "L 19.828125 46.734375 \r\n",
+       "Q 21.96875 47.46875 24.109375 47.828125 \r\n",
+       "Q 26.265625 48.1875 28.421875 48.1875 \r\n",
+       "Q 40.625 48.1875 47.75 41.5 \r\n",
+       "Q 54.890625 34.8125 54.890625 23.390625 \r\n",
+       "Q 54.890625 11.625 47.5625 5.09375 \r\n",
+       "Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
+       "Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
+       "Q 12.796875 0.140625 7.71875 1.703125 \r\n",
+       "L 7.71875 11.625 \r\n",
+       "Q 12.109375 9.234375 16.796875 8.0625 \r\n",
+       "Q 21.484375 6.890625 26.703125 6.890625 \r\n",
+       "Q 35.15625 6.890625 40.078125 11.328125 \r\n",
+       "Q 45.015625 15.765625 45.015625 23.390625 \r\n",
+       "Q 45.015625 31 40.078125 35.4375 \r\n",
+       "Q 35.15625 39.890625 26.703125 39.890625 \r\n",
+       "Q 22.75 39.890625 18.8125 39.015625 \r\n",
+       "Q 14.890625 38.140625 10.796875 36.28125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-53\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-53\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_7\">\r\n",
+       "     <g id=\"line2d_7\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"294.869034\" xlink:href=\"#m6c47df8bfc\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_7\">\r\n",
+       "      <!-- 60 -->\r\n",
+       "      <g transform=\"translate(288.506534 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 33.015625 40.375 \r\n",
+       "Q 26.375 40.375 22.484375 35.828125 \r\n",
+       "Q 18.609375 31.296875 18.609375 23.390625 \r\n",
+       "Q 18.609375 15.53125 22.484375 10.953125 \r\n",
+       "Q 26.375 6.390625 33.015625 6.390625 \r\n",
+       "Q 39.65625 6.390625 43.53125 10.953125 \r\n",
+       "Q 47.40625 15.53125 47.40625 23.390625 \r\n",
+       "Q 47.40625 31.296875 43.53125 35.828125 \r\n",
+       "Q 39.65625 40.375 33.015625 40.375 \r\n",
+       "z\r\n",
+       "M 52.59375 71.296875 \r\n",
+       "L 52.59375 62.3125 \r\n",
+       "Q 48.875 64.0625 45.09375 64.984375 \r\n",
+       "Q 41.3125 65.921875 37.59375 65.921875 \r\n",
+       "Q 27.828125 65.921875 22.671875 59.328125 \r\n",
+       "Q 17.53125 52.734375 16.796875 39.40625 \r\n",
+       "Q 19.671875 43.65625 24.015625 45.921875 \r\n",
+       "Q 28.375 48.1875 33.59375 48.1875 \r\n",
+       "Q 44.578125 48.1875 50.953125 41.515625 \r\n",
+       "Q 57.328125 34.859375 57.328125 23.390625 \r\n",
+       "Q 57.328125 12.15625 50.6875 5.359375 \r\n",
+       "Q 44.046875 -1.421875 33.015625 -1.421875 \r\n",
+       "Q 20.359375 -1.421875 13.671875 8.265625 \r\n",
+       "Q 6.984375 17.96875 6.984375 36.375 \r\n",
+       "Q 6.984375 53.65625 15.1875 63.9375 \r\n",
+       "Q 23.390625 74.21875 37.203125 74.21875 \r\n",
+       "Q 40.921875 74.21875 44.703125 73.484375 \r\n",
+       "Q 48.484375 72.75 52.59375 71.296875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-54\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-54\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_8\">\r\n",
+       "     <g id=\"line2d_8\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"332.914489\" xlink:href=\"#m6c47df8bfc\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_8\">\r\n",
+       "      <!-- 70 -->\r\n",
+       "      <g transform=\"translate(326.551989 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 8.203125 72.90625 \r\n",
+       "L 55.078125 72.90625 \r\n",
+       "L 55.078125 68.703125 \r\n",
+       "L 28.609375 0 \r\n",
+       "L 18.3125 0 \r\n",
+       "L 43.21875 64.59375 \r\n",
+       "L 8.203125 64.59375 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-55\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-55\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_9\">\r\n",
+       "     <g id=\"line2d_9\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"370.959943\" xlink:href=\"#m6c47df8bfc\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_9\">\r\n",
+       "      <!-- 80 -->\r\n",
+       "      <g transform=\"translate(364.597443 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 31.78125 34.625 \r\n",
+       "Q 24.75 34.625 20.71875 30.859375 \r\n",
+       "Q 16.703125 27.09375 16.703125 20.515625 \r\n",
+       "Q 16.703125 13.921875 20.71875 10.15625 \r\n",
+       "Q 24.75 6.390625 31.78125 6.390625 \r\n",
+       "Q 38.8125 6.390625 42.859375 10.171875 \r\n",
+       "Q 46.921875 13.96875 46.921875 20.515625 \r\n",
+       "Q 46.921875 27.09375 42.890625 30.859375 \r\n",
+       "Q 38.875 34.625 31.78125 34.625 \r\n",
+       "z\r\n",
+       "M 21.921875 38.8125 \r\n",
+       "Q 15.578125 40.375 12.03125 44.71875 \r\n",
+       "Q 8.5 49.078125 8.5 55.328125 \r\n",
+       "Q 8.5 64.0625 14.71875 69.140625 \r\n",
+       "Q 20.953125 74.21875 31.78125 74.21875 \r\n",
+       "Q 42.671875 74.21875 48.875 69.140625 \r\n",
+       "Q 55.078125 64.0625 55.078125 55.328125 \r\n",
+       "Q 55.078125 49.078125 51.53125 44.71875 \r\n",
+       "Q 48 40.375 41.703125 38.8125 \r\n",
+       "Q 48.828125 37.15625 52.796875 32.3125 \r\n",
+       "Q 56.78125 27.484375 56.78125 20.515625 \r\n",
+       "Q 56.78125 9.90625 50.3125 4.234375 \r\n",
+       "Q 43.84375 -1.421875 31.78125 -1.421875 \r\n",
+       "Q 19.734375 -1.421875 13.25 4.234375 \r\n",
+       "Q 6.78125 9.90625 6.78125 20.515625 \r\n",
+       "Q 6.78125 27.484375 10.78125 32.3125 \r\n",
+       "Q 14.796875 37.15625 21.921875 38.8125 \r\n",
+       "z\r\n",
+       "M 18.3125 54.390625 \r\n",
+       "Q 18.3125 48.734375 21.84375 45.5625 \r\n",
+       "Q 25.390625 42.390625 31.78125 42.390625 \r\n",
+       "Q 38.140625 42.390625 41.71875 45.5625 \r\n",
+       "Q 45.3125 48.734375 45.3125 54.390625 \r\n",
+       "Q 45.3125 60.0625 41.71875 63.234375 \r\n",
+       "Q 38.140625 66.40625 31.78125 66.40625 \r\n",
+       "Q 25.390625 66.40625 21.84375 63.234375 \r\n",
+       "Q 18.3125 60.0625 18.3125 54.390625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-56\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-56\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_10\">\r\n",
+       "     <!-- Ej/Ec -->\r\n",
+       "     <g transform=\"translate(206.636719 252.916562)scale(0.1 -0.1)\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 9.8125 72.90625 \r\n",
+       "L 55.90625 72.90625 \r\n",
+       "L 55.90625 64.59375 \r\n",
+       "L 19.671875 64.59375 \r\n",
+       "L 19.671875 43.015625 \r\n",
+       "L 54.390625 43.015625 \r\n",
+       "L 54.390625 34.71875 \r\n",
+       "L 19.671875 34.71875 \r\n",
+       "L 19.671875 8.296875 \r\n",
+       "L 56.78125 8.296875 \r\n",
+       "L 56.78125 0 \r\n",
+       "L 9.8125 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-69\"/>\r\n",
+       "       <path d=\"M 9.421875 54.6875 \r\n",
+       "L 18.40625 54.6875 \r\n",
+       "L 18.40625 -0.984375 \r\n",
+       "Q 18.40625 -11.421875 14.421875 -16.109375 \r\n",
+       "Q 10.453125 -20.796875 1.609375 -20.796875 \r\n",
+       "L -1.8125 -20.796875 \r\n",
+       "L -1.8125 -13.1875 \r\n",
+       "L 0.59375 -13.1875 \r\n",
+       "Q 5.71875 -13.1875 7.5625 -10.8125 \r\n",
+       "Q 9.421875 -8.453125 9.421875 -0.984375 \r\n",
+       "z\r\n",
+       "M 9.421875 75.984375 \r\n",
+       "L 18.40625 75.984375 \r\n",
+       "L 18.40625 64.59375 \r\n",
+       "L 9.421875 64.59375 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-106\"/>\r\n",
+       "       <path d=\"M 25.390625 72.90625 \r\n",
+       "L 33.6875 72.90625 \r\n",
+       "L 8.296875 -9.28125 \r\n",
+       "L 0 -9.28125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-47\"/>\r\n",
+       "       <path d=\"M 48.78125 52.59375 \r\n",
+       "L 48.78125 44.1875 \r\n",
+       "Q 44.96875 46.296875 41.140625 47.34375 \r\n",
+       "Q 37.3125 48.390625 33.40625 48.390625 \r\n",
+       "Q 24.65625 48.390625 19.8125 42.84375 \r\n",
+       "Q 14.984375 37.3125 14.984375 27.296875 \r\n",
+       "Q 14.984375 17.28125 19.8125 11.734375 \r\n",
+       "Q 24.65625 6.203125 33.40625 6.203125 \r\n",
+       "Q 37.3125 6.203125 41.140625 7.25 \r\n",
+       "Q 44.96875 8.296875 48.78125 10.40625 \r\n",
+       "L 48.78125 2.09375 \r\n",
+       "Q 45.015625 0.34375 40.984375 -0.53125 \r\n",
+       "Q 36.96875 -1.421875 32.421875 -1.421875 \r\n",
+       "Q 20.0625 -1.421875 12.78125 6.34375 \r\n",
+       "Q 5.515625 14.109375 5.515625 27.296875 \r\n",
+       "Q 5.515625 40.671875 12.859375 48.328125 \r\n",
+       "Q 20.21875 56 33.015625 56 \r\n",
+       "Q 37.15625 56 41.109375 55.140625 \r\n",
+       "Q 45.0625 54.296875 48.78125 52.59375 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-99\"/>\r\n",
+       "      </defs>\r\n",
+       "      <use xlink:href=\"#DejaVuSans-69\"/>\r\n",
+       "      <use x=\"63.183594\" xlink:href=\"#DejaVuSans-106\"/>\r\n",
+       "      <use x=\"90.966797\" xlink:href=\"#DejaVuSans-47\"/>\r\n",
+       "      <use x=\"124.658203\" xlink:href=\"#DejaVuSans-69\"/>\r\n",
+       "      <use x=\"187.841797\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"matplotlib.axis_2\">\r\n",
+       "    <g id=\"ytick_1\">\r\n",
+       "     <g id=\"line2d_10\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 0 0 \r\n",
+       "L -3.5 0 \r\n",
+       "\" id=\"m57f8d57f1a\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"51.378125\" xlink:href=\"#m57f8d57f1a\" y=\"221.100231\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_11\">\r\n",
+       "      <!-- $\\mathdefault{10^{-6}}$ -->\r\n",
+       "      <g transform=\"translate(20.878125 224.89945)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 10.59375 35.5 \r\n",
+       "L 73.1875 35.5 \r\n",
+       "L 73.1875 27.203125 \r\n",
+       "L 10.59375 27.203125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-8722\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use transform=\"translate(0 0.765625)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(63.623047 0.765625)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use transform=\"translate(128.203125 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-8722\"/>\r\n",
+       "       <use transform=\"translate(186.855469 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-54\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_2\">\r\n",
+       "     <g id=\"line2d_11\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"51.378125\" xlink:href=\"#m57f8d57f1a\" y=\"192.50477\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_12\">\r\n",
+       "      <!-- $\\mathdefault{10^{-5}}$ -->\r\n",
+       "      <g transform=\"translate(20.878125 196.303989)scale(0.1 -0.1)\">\r\n",
+       "       <use transform=\"translate(0 0.684375)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(63.623047 0.684375)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use transform=\"translate(128.203125 38.965625)scale(0.7)\" xlink:href=\"#DejaVuSans-8722\"/>\r\n",
+       "       <use transform=\"translate(186.855469 38.965625)scale(0.7)\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_3\">\r\n",
+       "     <g id=\"line2d_12\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"51.378125\" xlink:href=\"#m57f8d57f1a\" y=\"163.909309\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_13\">\r\n",
+       "      <!-- $\\mathdefault{10^{-4}}$ -->\r\n",
+       "      <g transform=\"translate(20.878125 167.708528)scale(0.1 -0.1)\">\r\n",
+       "       <use transform=\"translate(0 0.684375)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(63.623047 0.684375)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use transform=\"translate(128.203125 38.965625)scale(0.7)\" xlink:href=\"#DejaVuSans-8722\"/>\r\n",
+       "       <use transform=\"translate(186.855469 38.965625)scale(0.7)\" xlink:href=\"#DejaVuSans-52\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_4\">\r\n",
+       "     <g id=\"line2d_13\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"51.378125\" xlink:href=\"#m57f8d57f1a\" y=\"135.313848\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_14\">\r\n",
+       "      <!-- $\\mathdefault{10^{-3}}$ -->\r\n",
+       "      <g transform=\"translate(20.878125 139.113067)scale(0.1 -0.1)\">\r\n",
+       "       <use transform=\"translate(0 0.765625)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(63.623047 0.765625)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use transform=\"translate(128.203125 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-8722\"/>\r\n",
+       "       <use transform=\"translate(186.855469 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-51\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_5\">\r\n",
+       "     <g id=\"line2d_14\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"51.378125\" xlink:href=\"#m57f8d57f1a\" y=\"106.718387\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_15\">\r\n",
+       "      <!-- $\\mathdefault{10^{-2}}$ -->\r\n",
+       "      <g transform=\"translate(20.878125 110.517606)scale(0.1 -0.1)\">\r\n",
+       "       <use transform=\"translate(0 0.765625)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(63.623047 0.765625)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use transform=\"translate(128.203125 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-8722\"/>\r\n",
+       "       <use transform=\"translate(186.855469 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_6\">\r\n",
+       "     <g id=\"line2d_15\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"51.378125\" xlink:href=\"#m57f8d57f1a\" y=\"78.122926\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_16\">\r\n",
+       "      <!-- $\\mathdefault{10^{-1}}$ -->\r\n",
+       "      <g transform=\"translate(20.878125 81.922145)scale(0.1 -0.1)\">\r\n",
+       "       <use transform=\"translate(0 0.684375)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(63.623047 0.684375)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use transform=\"translate(128.203125 38.965625)scale(0.7)\" xlink:href=\"#DejaVuSans-8722\"/>\r\n",
+       "       <use transform=\"translate(186.855469 38.965625)scale(0.7)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_7\">\r\n",
+       "     <g id=\"line2d_16\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"51.378125\" xlink:href=\"#m57f8d57f1a\" y=\"49.527465\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_17\">\r\n",
+       "      <!-- $\\mathdefault{10^{0}}$ -->\r\n",
+       "      <g transform=\"translate(26.778125 53.326684)scale(0.1 -0.1)\">\r\n",
+       "       <use transform=\"translate(0 0.765625)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(63.623047 0.765625)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use transform=\"translate(128.203125 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_8\">\r\n",
+       "     <g id=\"line2d_17\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"51.378125\" xlink:href=\"#m57f8d57f1a\" y=\"20.932004\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_18\">\r\n",
+       "      <!-- $\\mathdefault{10^{1}}$ -->\r\n",
+       "      <g transform=\"translate(26.778125 24.731223)scale(0.1 -0.1)\">\r\n",
+       "       <use transform=\"translate(0 0.684375)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(63.623047 0.684375)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use transform=\"translate(128.203125 38.965625)scale(0.7)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_9\">\r\n",
+       "     <g id=\"line2d_18\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 0 0 \r\n",
+       "L -2 0 \r\n",
+       "\" id=\"mc0f248798e\" style=\"stroke:#000000;stroke-width:0.6;\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"223.871417\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_10\">\r\n",
+       "     <g id=\"line2d_19\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"222.408687\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_11\">\r\n",
+       "     <g id=\"line2d_20\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"212.492139\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_12\">\r\n",
+       "     <g id=\"line2d_21\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"207.456729\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_13\">\r\n",
+       "     <g id=\"line2d_22\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"203.884048\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_14\">\r\n",
+       "     <g id=\"line2d_23\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"201.112861\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_15\">\r\n",
+       "     <g id=\"line2d_24\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"198.848637\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_16\">\r\n",
+       "     <g id=\"line2d_25\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"196.934263\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_17\">\r\n",
+       "     <g id=\"line2d_26\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"195.275956\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_18\">\r\n",
+       "     <g id=\"line2d_27\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"193.813226\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_19\">\r\n",
+       "     <g id=\"line2d_28\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"183.896678\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_20\">\r\n",
+       "     <g id=\"line2d_29\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"178.861268\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_21\">\r\n",
+       "     <g id=\"line2d_30\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"175.288587\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_22\">\r\n",
+       "     <g id=\"line2d_31\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"172.5174\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_23\">\r\n",
+       "     <g id=\"line2d_32\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"170.253176\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_24\">\r\n",
+       "     <g id=\"line2d_33\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"168.338802\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_25\">\r\n",
+       "     <g id=\"line2d_34\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"166.680495\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_26\">\r\n",
+       "     <g id=\"line2d_35\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"165.217765\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_27\">\r\n",
+       "     <g id=\"line2d_36\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"155.301217\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_28\">\r\n",
+       "     <g id=\"line2d_37\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"150.265807\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_29\">\r\n",
+       "     <g id=\"line2d_38\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"146.693126\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_30\">\r\n",
+       "     <g id=\"line2d_39\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"143.921939\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_31\">\r\n",
+       "     <g id=\"line2d_40\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"141.657715\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_32\">\r\n",
+       "     <g id=\"line2d_41\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"139.743341\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_33\">\r\n",
+       "     <g id=\"line2d_42\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"138.085034\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_34\">\r\n",
+       "     <g id=\"line2d_43\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"136.622304\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_35\">\r\n",
+       "     <g id=\"line2d_44\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"126.705756\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_36\">\r\n",
+       "     <g id=\"line2d_45\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"121.670346\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_37\">\r\n",
+       "     <g id=\"line2d_46\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"118.097665\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_38\">\r\n",
+       "     <g id=\"line2d_47\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"115.326478\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_39\">\r\n",
+       "     <g id=\"line2d_48\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"113.062254\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_40\">\r\n",
+       "     <g id=\"line2d_49\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"111.14788\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_41\">\r\n",
+       "     <g id=\"line2d_50\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"109.489573\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_42\">\r\n",
+       "     <g id=\"line2d_51\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"108.026843\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_43\">\r\n",
+       "     <g id=\"line2d_52\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"98.110295\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_44\">\r\n",
+       "     <g id=\"line2d_53\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"93.074885\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_45\">\r\n",
+       "     <g id=\"line2d_54\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"89.502204\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_46\">\r\n",
+       "     <g id=\"line2d_55\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"86.731017\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_47\">\r\n",
+       "     <g id=\"line2d_56\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"84.466793\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_48\">\r\n",
+       "     <g id=\"line2d_57\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"82.552419\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_49\">\r\n",
+       "     <g id=\"line2d_58\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"80.894112\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_50\">\r\n",
+       "     <g id=\"line2d_59\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"79.431382\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_51\">\r\n",
+       "     <g id=\"line2d_60\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"69.514834\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_52\">\r\n",
+       "     <g id=\"line2d_61\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"64.479424\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_53\">\r\n",
+       "     <g id=\"line2d_62\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"60.906743\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_54\">\r\n",
+       "     <g id=\"line2d_63\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"58.135556\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_55\">\r\n",
+       "     <g id=\"line2d_64\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"55.871332\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_56\">\r\n",
+       "     <g id=\"line2d_65\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"53.956958\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_57\">\r\n",
+       "     <g id=\"line2d_66\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"52.298651\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_58\">\r\n",
+       "     <g id=\"line2d_67\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"50.835921\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_59\">\r\n",
+       "     <g id=\"line2d_68\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"40.919373\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_60\">\r\n",
+       "     <g id=\"line2d_69\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"35.883963\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_61\">\r\n",
+       "     <g id=\"line2d_70\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"32.311282\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_62\">\r\n",
+       "     <g id=\"line2d_71\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"29.540095\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_63\">\r\n",
+       "     <g id=\"line2d_72\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"27.275871\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_64\">\r\n",
+       "     <g id=\"line2d_73\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"25.361497\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_65\">\r\n",
+       "     <g id=\"line2d_74\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"23.70319\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_66\">\r\n",
+       "     <g id=\"line2d_75\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"22.24046\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_67\">\r\n",
+       "     <g id=\"line2d_76\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"12.323912\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_68\">\r\n",
+       "     <g id=\"line2d_77\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#mc0f248798e\" y=\"7.288502\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_19\">\r\n",
+       "     <!-- T2 (sec) -->\r\n",
+       "     <g transform=\"translate(14.798438 136.07625)rotate(-90)scale(0.1 -0.1)\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M -0.296875 72.90625 \r\n",
+       "L 61.375 72.90625 \r\n",
+       "L 61.375 64.59375 \r\n",
+       "L 35.5 64.59375 \r\n",
+       "L 35.5 0 \r\n",
+       "L 25.59375 0 \r\n",
+       "L 25.59375 64.59375 \r\n",
+       "L -0.296875 64.59375 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-84\"/>\r\n",
+       "       <path id=\"DejaVuSans-32\"/>\r\n",
+       "       <path d=\"M 31 75.875 \r\n",
+       "Q 24.46875 64.65625 21.28125 53.65625 \r\n",
+       "Q 18.109375 42.671875 18.109375 31.390625 \r\n",
+       "Q 18.109375 20.125 21.3125 9.0625 \r\n",
+       "Q 24.515625 -2 31 -13.1875 \r\n",
+       "L 23.1875 -13.1875 \r\n",
+       "Q 15.875 -1.703125 12.234375 9.375 \r\n",
+       "Q 8.59375 20.453125 8.59375 31.390625 \r\n",
+       "Q 8.59375 42.28125 12.203125 53.3125 \r\n",
+       "Q 15.828125 64.359375 23.1875 75.875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-40\"/>\r\n",
+       "       <path d=\"M 44.28125 53.078125 \r\n",
+       "L 44.28125 44.578125 \r\n",
+       "Q 40.484375 46.53125 36.375 47.5 \r\n",
+       "Q 32.28125 48.484375 27.875 48.484375 \r\n",
+       "Q 21.1875 48.484375 17.84375 46.4375 \r\n",
+       "Q 14.5 44.390625 14.5 40.28125 \r\n",
+       "Q 14.5 37.15625 16.890625 35.375 \r\n",
+       "Q 19.28125 33.59375 26.515625 31.984375 \r\n",
+       "L 29.59375 31.296875 \r\n",
+       "Q 39.15625 29.25 43.1875 25.515625 \r\n",
+       "Q 47.21875 21.78125 47.21875 15.09375 \r\n",
+       "Q 47.21875 7.46875 41.1875 3.015625 \r\n",
+       "Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
+       "Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
+       "Q 10.6875 0.296875 5.421875 2 \r\n",
+       "L 5.421875 11.28125 \r\n",
+       "Q 10.40625 8.6875 15.234375 7.390625 \r\n",
+       "Q 20.0625 6.109375 24.8125 6.109375 \r\n",
+       "Q 31.15625 6.109375 34.5625 8.28125 \r\n",
+       "Q 37.984375 10.453125 37.984375 14.40625 \r\n",
+       "Q 37.984375 18.0625 35.515625 20.015625 \r\n",
+       "Q 33.0625 21.96875 24.703125 23.78125 \r\n",
+       "L 21.578125 24.515625 \r\n",
+       "Q 13.234375 26.265625 9.515625 29.90625 \r\n",
+       "Q 5.8125 33.546875 5.8125 39.890625 \r\n",
+       "Q 5.8125 47.609375 11.28125 51.796875 \r\n",
+       "Q 16.75 56 26.8125 56 \r\n",
+       "Q 31.78125 56 36.171875 55.265625 \r\n",
+       "Q 40.578125 54.546875 44.28125 53.078125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-115\"/>\r\n",
+       "       <path d=\"M 56.203125 29.59375 \r\n",
+       "L 56.203125 25.203125 \r\n",
+       "L 14.890625 25.203125 \r\n",
+       "Q 15.484375 15.921875 20.484375 11.0625 \r\n",
+       "Q 25.484375 6.203125 34.421875 6.203125 \r\n",
+       "Q 39.59375 6.203125 44.453125 7.46875 \r\n",
+       "Q 49.3125 8.734375 54.109375 11.28125 \r\n",
+       "L 54.109375 2.78125 \r\n",
+       "Q 49.265625 0.734375 44.1875 -0.34375 \r\n",
+       "Q 39.109375 -1.421875 33.890625 -1.421875 \r\n",
+       "Q 20.796875 -1.421875 13.15625 6.1875 \r\n",
+       "Q 5.515625 13.8125 5.515625 26.8125 \r\n",
+       "Q 5.515625 40.234375 12.765625 48.109375 \r\n",
+       "Q 20.015625 56 32.328125 56 \r\n",
+       "Q 43.359375 56 49.78125 48.890625 \r\n",
+       "Q 56.203125 41.796875 56.203125 29.59375 \r\n",
+       "z\r\n",
+       "M 47.21875 32.234375 \r\n",
+       "Q 47.125 39.59375 43.09375 43.984375 \r\n",
+       "Q 39.0625 48.390625 32.421875 48.390625 \r\n",
+       "Q 24.90625 48.390625 20.390625 44.140625 \r\n",
+       "Q 15.875 39.890625 15.1875 32.171875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-101\"/>\r\n",
+       "       <path d=\"M 8.015625 75.875 \r\n",
+       "L 15.828125 75.875 \r\n",
+       "Q 23.140625 64.359375 26.78125 53.3125 \r\n",
+       "Q 30.421875 42.28125 30.421875 31.390625 \r\n",
+       "Q 30.421875 20.453125 26.78125 9.375 \r\n",
+       "Q 23.140625 -1.703125 15.828125 -13.1875 \r\n",
+       "L 8.015625 -13.1875 \r\n",
+       "Q 14.5 -2 17.703125 9.0625 \r\n",
+       "Q 20.90625 20.125 20.90625 31.390625 \r\n",
+       "Q 20.90625 42.671875 17.703125 53.65625 \r\n",
+       "Q 14.5 64.65625 8.015625 75.875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-41\"/>\r\n",
+       "      </defs>\r\n",
+       "      <use xlink:href=\"#DejaVuSans-84\"/>\r\n",
+       "      <use x=\"61.083984\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "      <use x=\"124.707031\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
+       "      <use x=\"156.494141\" xlink:href=\"#DejaVuSans-40\"/>\r\n",
+       "      <use x=\"195.507812\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
+       "      <use x=\"247.607422\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
+       "      <use x=\"309.130859\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
+       "      <use x=\"364.111328\" xlink:href=\"#DejaVuSans-41\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_78\">\r\n",
+       "    <path clip-path=\"url(#p900ccd8f12)\" d=\"M 66.596307 214.756364 \r\n",
+       "L 69.639943 213.015889 \r\n",
+       "L 72.68358 211.100393 \r\n",
+       "L 75.727216 209.005873 \r\n",
+       "L 78.770852 206.736216 \r\n",
+       "L 81.814489 204.304388 \r\n",
+       "L 84.858125 201.731847 \r\n",
+       "L 87.901761 199.046058 \r\n",
+       "L 90.945398 196.276851 \r\n",
+       "L 93.989034 193.452876 \r\n",
+       "L 97.03267 190.599127 \r\n",
+       "L 100.076307 187.735814 \r\n",
+       "L 103.119943 184.878331 \r\n",
+       "L 106.16358 182.037846 \r\n",
+       "L 109.207216 179.222121 \r\n",
+       "L 112.250852 176.43632 \r\n",
+       "L 115.294489 173.683698 \r\n",
+       "L 118.338125 170.966138 \r\n",
+       "L 121.381761 168.28456 \r\n",
+       "L 124.425398 165.639216 \r\n",
+       "L 127.469034 163.0299 \r\n",
+       "L 130.51267 160.456099 \r\n",
+       "L 133.556307 157.917099 \r\n",
+       "L 136.599943 155.41206 \r\n",
+       "L 139.64358 152.940064 \r\n",
+       "L 142.687216 150.500159 \r\n",
+       "L 145.730852 148.091373 \r\n",
+       "L 148.774489 145.712742 \r\n",
+       "L 151.818125 143.363316 \r\n",
+       "L 154.861761 141.042165 \r\n",
+       "L 157.905398 138.748391 \r\n",
+       "L 160.949034 136.481122 \r\n",
+       "L 163.99267 134.239523 \r\n",
+       "L 167.036307 132.022789 \r\n",
+       "L 170.079943 129.830149 \r\n",
+       "L 173.12358 127.660862 \r\n",
+       "L 176.167216 125.514224 \r\n",
+       "L 179.210852 123.389555 \r\n",
+       "L 182.254489 121.286209 \r\n",
+       "L 185.298125 119.203567 \r\n",
+       "L 188.341761 117.141036 \r\n",
+       "L 191.385398 115.098049 \r\n",
+       "L 194.429034 113.074063 \r\n",
+       "L 197.47267 111.068559 \r\n",
+       "L 200.516307 109.08104 \r\n",
+       "L 203.559943 107.111028 \r\n",
+       "L 206.60358 105.158068 \r\n",
+       "L 209.647216 103.22172 \r\n",
+       "L 212.690852 101.301565 \r\n",
+       "L 215.734489 99.397199 \r\n",
+       "L 218.778125 97.508234 \r\n",
+       "L 221.821761 95.634299 \r\n",
+       "L 224.865398 93.775035 \r\n",
+       "L 227.909034 91.930098 \r\n",
+       "L 230.95267 90.099156 \r\n",
+       "L 233.996307 88.281892 \r\n",
+       "L 237.039943 86.477997 \r\n",
+       "L 240.08358 84.687176 \r\n",
+       "L 243.127216 82.909143 \r\n",
+       "L 246.170852 81.143623 \r\n",
+       "L 249.214489 79.39035 \r\n",
+       "L 252.258125 77.649068 \r\n",
+       "L 255.301761 75.919529 \r\n",
+       "L 258.345398 74.201494 \r\n",
+       "L 261.389034 72.494731 \r\n",
+       "L 264.43267 70.799016 \r\n",
+       "L 267.476307 69.114134 \r\n",
+       "L 270.519943 67.439874 \r\n",
+       "L 273.56358 65.776033 \r\n",
+       "L 276.607216 64.122415 \r\n",
+       "L 279.650852 62.47883 \r\n",
+       "L 282.694489 60.845092 \r\n",
+       "L 285.738125 59.221023 \r\n",
+       "L 288.781761 57.606449 \r\n",
+       "L 291.825398 56.001201 \r\n",
+       "L 294.869034 54.405117 \r\n",
+       "L 297.91267 52.818036 \r\n",
+       "L 300.956307 51.239804 \r\n",
+       "L 303.999943 49.670272 \r\n",
+       "L 307.04358 48.109294 \r\n",
+       "L 310.087216 46.556727 \r\n",
+       "L 313.130852 45.012435 \r\n",
+       "L 316.174489 43.476282 \r\n",
+       "L 319.218125 41.948139 \r\n",
+       "L 322.261761 40.427878 \r\n",
+       "L 325.305398 38.915376 \r\n",
+       "L 328.349034 37.410511 \r\n",
+       "L 331.39267 35.913167 \r\n",
+       "L 334.436307 34.423229 \r\n",
+       "L 337.479943 32.940585 \r\n",
+       "L 340.52358 31.465127 \r\n",
+       "L 343.567216 29.996749 \r\n",
+       "L 346.610852 28.535346 \r\n",
+       "L 349.654489 27.080819 \r\n",
+       "L 352.698125 25.633068 \r\n",
+       "L 355.741761 24.191997 \r\n",
+       "L 358.785398 22.757513 \r\n",
+       "L 361.829034 21.329524 \r\n",
+       "L 364.87267 19.907939 \r\n",
+       "L 367.916307 18.492672 \r\n",
+       "L 370.959943 17.083636 \r\n",
+       "\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_3\">\r\n",
+       "    <path d=\"M 51.378125 224.64 \r\n",
+       "L 51.378125 7.2 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_4\">\r\n",
+       "    <path d=\"M 386.178125 224.64 \r\n",
+       "L 386.178125 7.2 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_5\">\r\n",
+       "    <path d=\"M 51.378125 224.64 \r\n",
+       "L 386.178125 224.64 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_6\">\r\n",
+       "    <path d=\"M 51.378125 7.2 \r\n",
+       "L 386.178125 7.2 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "  </g>\r\n",
+       " </g>\r\n",
+       " <defs>\r\n",
+       "  <clipPath id=\"p900ccd8f12\">\r\n",
+       "   <rect height=\"217.44\" width=\"334.8\" x=\"51.378125\" y=\"7.2\"/>\r\n",
+       "  </clipPath>\r\n",
+       " </defs>\r\n",
+       "</svg>\r\n"
+      ],
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
     }
    ],
    "source": [
@@ -737,7 +8090,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 21,
    "metadata": {},
    "outputs": [
     {
@@ -762,7 +8115,7 @@
        "      0.         15067.4679448 ]]"
       ]
      },
-     "execution_count": 20,
+     "execution_count": 21,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -784,7 +8137,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 22,
    "metadata": {},
    "outputs": [
     {
@@ -809,7 +8162,7 @@
        "  2.93638556e+00 0.00000000e+00]]"
       ]
      },
-     "execution_count": 21,
+     "execution_count": 22,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -818,6 +8171,2759 @@
     "H.n_to_qutip(6)"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We can use these matrices to perform some additional analysis. As an example, we can plot the fluctuation in the number of Cooper pairs as a function of $E_{J} / E_{C}$ for the first three energy levels. This requires calculating the variance in the number of Cooper pairs, defined as: $\\sqrt{<n^2> - <n>^2 }$ where $n$ is calculated for a given energy level m. \n",
+    "\n",
+    "So let's first set our x-axis (representing $E_{J}/E_{C}$) to run from 1 to 120 and we'll create empty lists to represent the variances for the m=0, m=1, and m=2 states. We'll also define a value of $E_{C}$."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "x = np.linspace(1,120, 101)\n",
+    "E_c=350.0\n",
+    "var0 = [] \n",
+    "var1 = []\n",
+    "var2 = [] "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Next, we'll define the Hamiltonian matrix and calculate both $<n>$ and $<n^2>$. Then we'll take the square root of the difference between the two for each value of $E_{J}/E_{C}$. Lastly, these values get appended to the empty lists that we defined above:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "for i in x:\n",
+    "    H = Hcpb(nlevels=15, Ej=i*E_c, Ec=E_c, ng=0.5)\n",
+    "    n_squared = H.n_to_qutip(6)*H.n_to_qutip(6)\n",
+    "    n = H.n_to_qutip(6)\n",
+    "    fluc0 = np.sqrt(np.real(n_squared[0,0] - (n[0,0])*(n[0,0])))\n",
+    "    fluc1 = np.sqrt(np.real(n_squared[1,1] - (n[1,1])*(n[1,1])))\n",
+    "    fluc2 = np.sqrt(np.real(n_squared[2,2] - (n[2,2])*(n[2,2])))\n",
+    "    var0.append(fluc0)\n",
+    "    var1.append(fluc1)\n",
+    "    var2.append(fluc2)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We can plot these and check that the resulting curves match quite closely to those found in Fig. 6 of Koch et al. (2007) PRA:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.legend.Legend at 0x1c1fe01f8c8>"
+      ]
+     },
+     "execution_count": 25,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/svg+xml": [
+       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
+       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
+       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
+       "<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
+       "<svg height=\"262.19625pt\" version=\"1.1\" viewBox=\"0 0 385.78125 262.19625\" width=\"385.78125pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
+       " <metadata>\r\n",
+       "  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n",
+       "   <cc:Work>\r\n",
+       "    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n",
+       "    <dc:date>2021-08-20T09:20:01.880050</dc:date>\r\n",
+       "    <dc:format>image/svg+xml</dc:format>\r\n",
+       "    <dc:creator>\r\n",
+       "     <cc:Agent>\r\n",
+       "      <dc:title>Matplotlib v3.3.3, https://matplotlib.org/</dc:title>\r\n",
+       "     </cc:Agent>\r\n",
+       "    </dc:creator>\r\n",
+       "   </cc:Work>\r\n",
+       "  </rdf:RDF>\r\n",
+       " </metadata>\r\n",
+       " <defs>\r\n",
+       "  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\r\n",
+       " </defs>\r\n",
+       " <g id=\"figure_1\">\r\n",
+       "  <g id=\"patch_1\">\r\n",
+       "   <path d=\"M 0 262.19625 \r\n",
+       "L 385.78125 262.19625 \r\n",
+       "L 385.78125 0 \r\n",
+       "L 0 0 \r\n",
+       "z\r\n",
+       "\" style=\"fill:none;\"/>\r\n",
+       "  </g>\r\n",
+       "  <g id=\"axes_1\">\r\n",
+       "   <g id=\"patch_2\">\r\n",
+       "    <path d=\"M 43.78125 224.64 \r\n",
+       "L 378.58125 224.64 \r\n",
+       "L 378.58125 7.2 \r\n",
+       "L 43.78125 7.2 \r\n",
+       "z\r\n",
+       "\" style=\"fill:#ffffff;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"matplotlib.axis_1\">\r\n",
+       "    <g id=\"xtick_1\">\r\n",
+       "     <g id=\"line2d_1\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 0 0 \r\n",
+       "L 0 3.5 \r\n",
+       "\" id=\"mac905a4ed1\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"56.441754\" xlink:href=\"#mac905a4ed1\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_1\">\r\n",
+       "      <!-- 0 -->\r\n",
+       "      <g transform=\"translate(53.260504 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 31.78125 66.40625 \r\n",
+       "Q 24.171875 66.40625 20.328125 58.90625 \r\n",
+       "Q 16.5 51.421875 16.5 36.375 \r\n",
+       "Q 16.5 21.390625 20.328125 13.890625 \r\n",
+       "Q 24.171875 6.390625 31.78125 6.390625 \r\n",
+       "Q 39.453125 6.390625 43.28125 13.890625 \r\n",
+       "Q 47.125 21.390625 47.125 36.375 \r\n",
+       "Q 47.125 51.421875 43.28125 58.90625 \r\n",
+       "Q 39.453125 66.40625 31.78125 66.40625 \r\n",
+       "z\r\n",
+       "M 31.78125 74.21875 \r\n",
+       "Q 44.046875 74.21875 50.515625 64.515625 \r\n",
+       "Q 56.984375 54.828125 56.984375 36.375 \r\n",
+       "Q 56.984375 17.96875 50.515625 8.265625 \r\n",
+       "Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
+       "Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
+       "Q 6.59375 17.96875 6.59375 36.375 \r\n",
+       "Q 6.59375 54.828125 13.0625 64.515625 \r\n",
+       "Q 19.53125 74.21875 31.78125 74.21875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-48\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_2\">\r\n",
+       "     <g id=\"line2d_2\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"107.595307\" xlink:href=\"#mac905a4ed1\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_2\">\r\n",
+       "      <!-- 20 -->\r\n",
+       "      <g transform=\"translate(101.232807 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 19.1875 8.296875 \r\n",
+       "L 53.609375 8.296875 \r\n",
+       "L 53.609375 0 \r\n",
+       "L 7.328125 0 \r\n",
+       "L 7.328125 8.296875 \r\n",
+       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
+       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
+       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
+       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
+       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
+       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
+       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
+       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
+       "L 7.8125 69.390625 \r\n",
+       "Q 13.765625 71.78125 18.9375 73 \r\n",
+       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
+       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
+       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
+       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
+       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
+       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
+       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-50\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_3\">\r\n",
+       "     <g id=\"line2d_3\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"158.748859\" xlink:href=\"#mac905a4ed1\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_3\">\r\n",
+       "      <!-- 40 -->\r\n",
+       "      <g transform=\"translate(152.386359 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 37.796875 64.3125 \r\n",
+       "L 12.890625 25.390625 \r\n",
+       "L 37.796875 25.390625 \r\n",
+       "z\r\n",
+       "M 35.203125 72.90625 \r\n",
+       "L 47.609375 72.90625 \r\n",
+       "L 47.609375 25.390625 \r\n",
+       "L 58.015625 25.390625 \r\n",
+       "L 58.015625 17.1875 \r\n",
+       "L 47.609375 17.1875 \r\n",
+       "L 47.609375 0 \r\n",
+       "L 37.796875 0 \r\n",
+       "L 37.796875 17.1875 \r\n",
+       "L 4.890625 17.1875 \r\n",
+       "L 4.890625 26.703125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-52\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_4\">\r\n",
+       "     <g id=\"line2d_4\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"209.902411\" xlink:href=\"#mac905a4ed1\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_4\">\r\n",
+       "      <!-- 60 -->\r\n",
+       "      <g transform=\"translate(203.539911 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 33.015625 40.375 \r\n",
+       "Q 26.375 40.375 22.484375 35.828125 \r\n",
+       "Q 18.609375 31.296875 18.609375 23.390625 \r\n",
+       "Q 18.609375 15.53125 22.484375 10.953125 \r\n",
+       "Q 26.375 6.390625 33.015625 6.390625 \r\n",
+       "Q 39.65625 6.390625 43.53125 10.953125 \r\n",
+       "Q 47.40625 15.53125 47.40625 23.390625 \r\n",
+       "Q 47.40625 31.296875 43.53125 35.828125 \r\n",
+       "Q 39.65625 40.375 33.015625 40.375 \r\n",
+       "z\r\n",
+       "M 52.59375 71.296875 \r\n",
+       "L 52.59375 62.3125 \r\n",
+       "Q 48.875 64.0625 45.09375 64.984375 \r\n",
+       "Q 41.3125 65.921875 37.59375 65.921875 \r\n",
+       "Q 27.828125 65.921875 22.671875 59.328125 \r\n",
+       "Q 17.53125 52.734375 16.796875 39.40625 \r\n",
+       "Q 19.671875 43.65625 24.015625 45.921875 \r\n",
+       "Q 28.375 48.1875 33.59375 48.1875 \r\n",
+       "Q 44.578125 48.1875 50.953125 41.515625 \r\n",
+       "Q 57.328125 34.859375 57.328125 23.390625 \r\n",
+       "Q 57.328125 12.15625 50.6875 5.359375 \r\n",
+       "Q 44.046875 -1.421875 33.015625 -1.421875 \r\n",
+       "Q 20.359375 -1.421875 13.671875 8.265625 \r\n",
+       "Q 6.984375 17.96875 6.984375 36.375 \r\n",
+       "Q 6.984375 53.65625 15.1875 63.9375 \r\n",
+       "Q 23.390625 74.21875 37.203125 74.21875 \r\n",
+       "Q 40.921875 74.21875 44.703125 73.484375 \r\n",
+       "Q 48.484375 72.75 52.59375 71.296875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-54\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-54\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_5\">\r\n",
+       "     <g id=\"line2d_5\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"261.055964\" xlink:href=\"#mac905a4ed1\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_5\">\r\n",
+       "      <!-- 80 -->\r\n",
+       "      <g transform=\"translate(254.693464 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 31.78125 34.625 \r\n",
+       "Q 24.75 34.625 20.71875 30.859375 \r\n",
+       "Q 16.703125 27.09375 16.703125 20.515625 \r\n",
+       "Q 16.703125 13.921875 20.71875 10.15625 \r\n",
+       "Q 24.75 6.390625 31.78125 6.390625 \r\n",
+       "Q 38.8125 6.390625 42.859375 10.171875 \r\n",
+       "Q 46.921875 13.96875 46.921875 20.515625 \r\n",
+       "Q 46.921875 27.09375 42.890625 30.859375 \r\n",
+       "Q 38.875 34.625 31.78125 34.625 \r\n",
+       "z\r\n",
+       "M 21.921875 38.8125 \r\n",
+       "Q 15.578125 40.375 12.03125 44.71875 \r\n",
+       "Q 8.5 49.078125 8.5 55.328125 \r\n",
+       "Q 8.5 64.0625 14.71875 69.140625 \r\n",
+       "Q 20.953125 74.21875 31.78125 74.21875 \r\n",
+       "Q 42.671875 74.21875 48.875 69.140625 \r\n",
+       "Q 55.078125 64.0625 55.078125 55.328125 \r\n",
+       "Q 55.078125 49.078125 51.53125 44.71875 \r\n",
+       "Q 48 40.375 41.703125 38.8125 \r\n",
+       "Q 48.828125 37.15625 52.796875 32.3125 \r\n",
+       "Q 56.78125 27.484375 56.78125 20.515625 \r\n",
+       "Q 56.78125 9.90625 50.3125 4.234375 \r\n",
+       "Q 43.84375 -1.421875 31.78125 -1.421875 \r\n",
+       "Q 19.734375 -1.421875 13.25 4.234375 \r\n",
+       "Q 6.78125 9.90625 6.78125 20.515625 \r\n",
+       "Q 6.78125 27.484375 10.78125 32.3125 \r\n",
+       "Q 14.796875 37.15625 21.921875 38.8125 \r\n",
+       "z\r\n",
+       "M 18.3125 54.390625 \r\n",
+       "Q 18.3125 48.734375 21.84375 45.5625 \r\n",
+       "Q 25.390625 42.390625 31.78125 42.390625 \r\n",
+       "Q 38.140625 42.390625 41.71875 45.5625 \r\n",
+       "Q 45.3125 48.734375 45.3125 54.390625 \r\n",
+       "Q 45.3125 60.0625 41.71875 63.234375 \r\n",
+       "Q 38.140625 66.40625 31.78125 66.40625 \r\n",
+       "Q 25.390625 66.40625 21.84375 63.234375 \r\n",
+       "Q 18.3125 60.0625 18.3125 54.390625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-56\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-56\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_6\">\r\n",
+       "     <g id=\"line2d_6\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"312.209516\" xlink:href=\"#mac905a4ed1\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_6\">\r\n",
+       "      <!-- 100 -->\r\n",
+       "      <g transform=\"translate(302.665766 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 12.40625 8.296875 \r\n",
+       "L 28.515625 8.296875 \r\n",
+       "L 28.515625 63.921875 \r\n",
+       "L 10.984375 60.40625 \r\n",
+       "L 10.984375 69.390625 \r\n",
+       "L 28.421875 72.90625 \r\n",
+       "L 38.28125 72.90625 \r\n",
+       "L 38.28125 8.296875 \r\n",
+       "L 54.390625 8.296875 \r\n",
+       "L 54.390625 0 \r\n",
+       "L 12.40625 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-49\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_7\">\r\n",
+       "     <g id=\"line2d_7\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"363.363068\" xlink:href=\"#mac905a4ed1\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_7\">\r\n",
+       "      <!-- 120 -->\r\n",
+       "      <g transform=\"translate(353.819318 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_8\">\r\n",
+       "     <!-- Ej/Ec -->\r\n",
+       "     <g transform=\"translate(199.039844 252.916562)scale(0.1 -0.1)\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 9.8125 72.90625 \r\n",
+       "L 55.90625 72.90625 \r\n",
+       "L 55.90625 64.59375 \r\n",
+       "L 19.671875 64.59375 \r\n",
+       "L 19.671875 43.015625 \r\n",
+       "L 54.390625 43.015625 \r\n",
+       "L 54.390625 34.71875 \r\n",
+       "L 19.671875 34.71875 \r\n",
+       "L 19.671875 8.296875 \r\n",
+       "L 56.78125 8.296875 \r\n",
+       "L 56.78125 0 \r\n",
+       "L 9.8125 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-69\"/>\r\n",
+       "       <path d=\"M 9.421875 54.6875 \r\n",
+       "L 18.40625 54.6875 \r\n",
+       "L 18.40625 -0.984375 \r\n",
+       "Q 18.40625 -11.421875 14.421875 -16.109375 \r\n",
+       "Q 10.453125 -20.796875 1.609375 -20.796875 \r\n",
+       "L -1.8125 -20.796875 \r\n",
+       "L -1.8125 -13.1875 \r\n",
+       "L 0.59375 -13.1875 \r\n",
+       "Q 5.71875 -13.1875 7.5625 -10.8125 \r\n",
+       "Q 9.421875 -8.453125 9.421875 -0.984375 \r\n",
+       "z\r\n",
+       "M 9.421875 75.984375 \r\n",
+       "L 18.40625 75.984375 \r\n",
+       "L 18.40625 64.59375 \r\n",
+       "L 9.421875 64.59375 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-106\"/>\r\n",
+       "       <path d=\"M 25.390625 72.90625 \r\n",
+       "L 33.6875 72.90625 \r\n",
+       "L 8.296875 -9.28125 \r\n",
+       "L 0 -9.28125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-47\"/>\r\n",
+       "       <path d=\"M 48.78125 52.59375 \r\n",
+       "L 48.78125 44.1875 \r\n",
+       "Q 44.96875 46.296875 41.140625 47.34375 \r\n",
+       "Q 37.3125 48.390625 33.40625 48.390625 \r\n",
+       "Q 24.65625 48.390625 19.8125 42.84375 \r\n",
+       "Q 14.984375 37.3125 14.984375 27.296875 \r\n",
+       "Q 14.984375 17.28125 19.8125 11.734375 \r\n",
+       "Q 24.65625 6.203125 33.40625 6.203125 \r\n",
+       "Q 37.3125 6.203125 41.140625 7.25 \r\n",
+       "Q 44.96875 8.296875 48.78125 10.40625 \r\n",
+       "L 48.78125 2.09375 \r\n",
+       "Q 45.015625 0.34375 40.984375 -0.53125 \r\n",
+       "Q 36.96875 -1.421875 32.421875 -1.421875 \r\n",
+       "Q 20.0625 -1.421875 12.78125 6.34375 \r\n",
+       "Q 5.515625 14.109375 5.515625 27.296875 \r\n",
+       "Q 5.515625 40.671875 12.859375 48.328125 \r\n",
+       "Q 20.21875 56 33.015625 56 \r\n",
+       "Q 37.15625 56 41.109375 55.140625 \r\n",
+       "Q 45.0625 54.296875 48.78125 52.59375 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-99\"/>\r\n",
+       "      </defs>\r\n",
+       "      <use xlink:href=\"#DejaVuSans-69\"/>\r\n",
+       "      <use x=\"63.183594\" xlink:href=\"#DejaVuSans-106\"/>\r\n",
+       "      <use x=\"90.966797\" xlink:href=\"#DejaVuSans-47\"/>\r\n",
+       "      <use x=\"124.658203\" xlink:href=\"#DejaVuSans-69\"/>\r\n",
+       "      <use x=\"187.841797\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"matplotlib.axis_2\">\r\n",
+       "    <g id=\"ytick_1\">\r\n",
+       "     <g id=\"line2d_8\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 0 0 \r\n",
+       "L -3.5 0 \r\n",
+       "\" id=\"m38e13ae68b\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"43.78125\" xlink:href=\"#m38e13ae68b\" y=\"215.30482\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_9\">\r\n",
+       "      <!-- 0.5 -->\r\n",
+       "      <g transform=\"translate(20.878125 219.104039)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 10.6875 12.40625 \r\n",
+       "L 21 12.40625 \r\n",
+       "L 21 0 \r\n",
+       "L 10.6875 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-46\"/>\r\n",
+       "        <path d=\"M 10.796875 72.90625 \r\n",
+       "L 49.515625 72.90625 \r\n",
+       "L 49.515625 64.59375 \r\n",
+       "L 19.828125 64.59375 \r\n",
+       "L 19.828125 46.734375 \r\n",
+       "Q 21.96875 47.46875 24.109375 47.828125 \r\n",
+       "Q 26.265625 48.1875 28.421875 48.1875 \r\n",
+       "Q 40.625 48.1875 47.75 41.5 \r\n",
+       "Q 54.890625 34.8125 54.890625 23.390625 \r\n",
+       "Q 54.890625 11.625 47.5625 5.09375 \r\n",
+       "Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
+       "Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
+       "Q 12.796875 0.140625 7.71875 1.703125 \r\n",
+       "L 7.71875 11.625 \r\n",
+       "Q 12.109375 9.234375 16.796875 8.0625 \r\n",
+       "Q 21.484375 6.890625 26.703125 6.890625 \r\n",
+       "Q 35.15625 6.890625 40.078125 11.328125 \r\n",
+       "Q 45.015625 15.765625 45.015625 23.390625 \r\n",
+       "Q 45.015625 31 40.078125 35.4375 \r\n",
+       "Q 35.15625 39.890625 26.703125 39.890625 \r\n",
+       "Q 22.75 39.890625 18.8125 39.015625 \r\n",
+       "Q 14.890625 38.140625 10.796875 36.28125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-53\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_2\">\r\n",
+       "     <g id=\"line2d_9\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"43.78125\" xlink:href=\"#m38e13ae68b\" y=\"175.140282\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_10\">\r\n",
+       "      <!-- 1.0 -->\r\n",
+       "      <g transform=\"translate(20.878125 178.939501)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_3\">\r\n",
+       "     <g id=\"line2d_10\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"43.78125\" xlink:href=\"#m38e13ae68b\" y=\"134.975743\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_11\">\r\n",
+       "      <!-- 1.5 -->\r\n",
+       "      <g transform=\"translate(20.878125 138.774962)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_4\">\r\n",
+       "     <g id=\"line2d_11\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"43.78125\" xlink:href=\"#m38e13ae68b\" y=\"94.811205\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_12\">\r\n",
+       "      <!-- 2.0 -->\r\n",
+       "      <g transform=\"translate(20.878125 98.610424)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_5\">\r\n",
+       "     <g id=\"line2d_12\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"43.78125\" xlink:href=\"#m38e13ae68b\" y=\"54.646666\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_13\">\r\n",
+       "      <!-- 2.5 -->\r\n",
+       "      <g transform=\"translate(20.878125 58.445885)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_6\">\r\n",
+       "     <g id=\"line2d_13\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"43.78125\" xlink:href=\"#m38e13ae68b\" y=\"14.482128\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_14\">\r\n",
+       "      <!-- 3.0 -->\r\n",
+       "      <g transform=\"translate(20.878125 18.281347)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 40.578125 39.3125 \r\n",
+       "Q 47.65625 37.796875 51.625 33 \r\n",
+       "Q 55.609375 28.21875 55.609375 21.1875 \r\n",
+       "Q 55.609375 10.40625 48.1875 4.484375 \r\n",
+       "Q 40.765625 -1.421875 27.09375 -1.421875 \r\n",
+       "Q 22.515625 -1.421875 17.65625 -0.515625 \r\n",
+       "Q 12.796875 0.390625 7.625 2.203125 \r\n",
+       "L 7.625 11.71875 \r\n",
+       "Q 11.71875 9.328125 16.59375 8.109375 \r\n",
+       "Q 21.484375 6.890625 26.8125 6.890625 \r\n",
+       "Q 36.078125 6.890625 40.9375 10.546875 \r\n",
+       "Q 45.796875 14.203125 45.796875 21.1875 \r\n",
+       "Q 45.796875 27.640625 41.28125 31.265625 \r\n",
+       "Q 36.765625 34.90625 28.71875 34.90625 \r\n",
+       "L 20.21875 34.90625 \r\n",
+       "L 20.21875 43.015625 \r\n",
+       "L 29.109375 43.015625 \r\n",
+       "Q 36.375 43.015625 40.234375 45.921875 \r\n",
+       "Q 44.09375 48.828125 44.09375 54.296875 \r\n",
+       "Q 44.09375 59.90625 40.109375 62.90625 \r\n",
+       "Q 36.140625 65.921875 28.71875 65.921875 \r\n",
+       "Q 24.65625 65.921875 20.015625 65.03125 \r\n",
+       "Q 15.375 64.15625 9.8125 62.3125 \r\n",
+       "L 9.8125 71.09375 \r\n",
+       "Q 15.4375 72.65625 20.34375 73.4375 \r\n",
+       "Q 25.25 74.21875 29.59375 74.21875 \r\n",
+       "Q 40.828125 74.21875 47.359375 69.109375 \r\n",
+       "Q 53.90625 64.015625 53.90625 55.328125 \r\n",
+       "Q 53.90625 49.265625 50.4375 45.09375 \r\n",
+       "Q 46.96875 40.921875 40.578125 39.3125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-51\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-51\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_15\">\r\n",
+       "     <!-- Variance -->\r\n",
+       "     <g transform=\"translate(14.798438 137.52)rotate(-90)scale(0.1 -0.1)\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 28.609375 0 \r\n",
+       "L 0.78125 72.90625 \r\n",
+       "L 11.078125 72.90625 \r\n",
+       "L 34.1875 11.53125 \r\n",
+       "L 57.328125 72.90625 \r\n",
+       "L 67.578125 72.90625 \r\n",
+       "L 39.796875 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-86\"/>\r\n",
+       "       <path d=\"M 34.28125 27.484375 \r\n",
+       "Q 23.390625 27.484375 19.1875 25 \r\n",
+       "Q 14.984375 22.515625 14.984375 16.5 \r\n",
+       "Q 14.984375 11.71875 18.140625 8.90625 \r\n",
+       "Q 21.296875 6.109375 26.703125 6.109375 \r\n",
+       "Q 34.1875 6.109375 38.703125 11.40625 \r\n",
+       "Q 43.21875 16.703125 43.21875 25.484375 \r\n",
+       "L 43.21875 27.484375 \r\n",
+       "z\r\n",
+       "M 52.203125 31.203125 \r\n",
+       "L 52.203125 0 \r\n",
+       "L 43.21875 0 \r\n",
+       "L 43.21875 8.296875 \r\n",
+       "Q 40.140625 3.328125 35.546875 0.953125 \r\n",
+       "Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
+       "Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
+       "Q 6 8.015625 6 15.921875 \r\n",
+       "Q 6 25.140625 12.171875 29.828125 \r\n",
+       "Q 18.359375 34.515625 30.609375 34.515625 \r\n",
+       "L 43.21875 34.515625 \r\n",
+       "L 43.21875 35.40625 \r\n",
+       "Q 43.21875 41.609375 39.140625 45 \r\n",
+       "Q 35.0625 48.390625 27.6875 48.390625 \r\n",
+       "Q 23 48.390625 18.546875 47.265625 \r\n",
+       "Q 14.109375 46.140625 10.015625 43.890625 \r\n",
+       "L 10.015625 52.203125 \r\n",
+       "Q 14.9375 54.109375 19.578125 55.046875 \r\n",
+       "Q 24.21875 56 28.609375 56 \r\n",
+       "Q 40.484375 56 46.34375 49.84375 \r\n",
+       "Q 52.203125 43.703125 52.203125 31.203125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-97\"/>\r\n",
+       "       <path d=\"M 41.109375 46.296875 \r\n",
+       "Q 39.59375 47.171875 37.8125 47.578125 \r\n",
+       "Q 36.03125 48 33.890625 48 \r\n",
+       "Q 26.265625 48 22.1875 43.046875 \r\n",
+       "Q 18.109375 38.09375 18.109375 28.8125 \r\n",
+       "L 18.109375 0 \r\n",
+       "L 9.078125 0 \r\n",
+       "L 9.078125 54.6875 \r\n",
+       "L 18.109375 54.6875 \r\n",
+       "L 18.109375 46.1875 \r\n",
+       "Q 20.953125 51.171875 25.484375 53.578125 \r\n",
+       "Q 30.03125 56 36.53125 56 \r\n",
+       "Q 37.453125 56 38.578125 55.875 \r\n",
+       "Q 39.703125 55.765625 41.0625 55.515625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-114\"/>\r\n",
+       "       <path d=\"M 9.421875 54.6875 \r\n",
+       "L 18.40625 54.6875 \r\n",
+       "L 18.40625 0 \r\n",
+       "L 9.421875 0 \r\n",
+       "z\r\n",
+       "M 9.421875 75.984375 \r\n",
+       "L 18.40625 75.984375 \r\n",
+       "L 18.40625 64.59375 \r\n",
+       "L 9.421875 64.59375 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-105\"/>\r\n",
+       "       <path d=\"M 54.890625 33.015625 \r\n",
+       "L 54.890625 0 \r\n",
+       "L 45.90625 0 \r\n",
+       "L 45.90625 32.71875 \r\n",
+       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
+       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
+       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
+       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
+       "L 18.109375 0 \r\n",
+       "L 9.078125 0 \r\n",
+       "L 9.078125 54.6875 \r\n",
+       "L 18.109375 54.6875 \r\n",
+       "L 18.109375 46.1875 \r\n",
+       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
+       "Q 30.078125 56 35.796875 56 \r\n",
+       "Q 45.21875 56 50.046875 50.171875 \r\n",
+       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-110\"/>\r\n",
+       "       <path d=\"M 56.203125 29.59375 \r\n",
+       "L 56.203125 25.203125 \r\n",
+       "L 14.890625 25.203125 \r\n",
+       "Q 15.484375 15.921875 20.484375 11.0625 \r\n",
+       "Q 25.484375 6.203125 34.421875 6.203125 \r\n",
+       "Q 39.59375 6.203125 44.453125 7.46875 \r\n",
+       "Q 49.3125 8.734375 54.109375 11.28125 \r\n",
+       "L 54.109375 2.78125 \r\n",
+       "Q 49.265625 0.734375 44.1875 -0.34375 \r\n",
+       "Q 39.109375 -1.421875 33.890625 -1.421875 \r\n",
+       "Q 20.796875 -1.421875 13.15625 6.1875 \r\n",
+       "Q 5.515625 13.8125 5.515625 26.8125 \r\n",
+       "Q 5.515625 40.234375 12.765625 48.109375 \r\n",
+       "Q 20.015625 56 32.328125 56 \r\n",
+       "Q 43.359375 56 49.78125 48.890625 \r\n",
+       "Q 56.203125 41.796875 56.203125 29.59375 \r\n",
+       "z\r\n",
+       "M 47.21875 32.234375 \r\n",
+       "Q 47.125 39.59375 43.09375 43.984375 \r\n",
+       "Q 39.0625 48.390625 32.421875 48.390625 \r\n",
+       "Q 24.90625 48.390625 20.390625 44.140625 \r\n",
+       "Q 15.875 39.890625 15.1875 32.171875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-101\"/>\r\n",
+       "      </defs>\r\n",
+       "      <use xlink:href=\"#DejaVuSans-86\"/>\r\n",
+       "      <use x=\"60.658203\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
+       "      <use x=\"121.9375\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
+       "      <use x=\"163.050781\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
+       "      <use x=\"190.833984\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
+       "      <use x=\"252.113281\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
+       "      <use x=\"315.492188\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
+       "      <use x=\"370.472656\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_14\">\r\n",
+       "    <path clip-path=\"url(#p51258df000)\" d=\"M 58.999432 214.756364 \r\n",
+       "L 62.043068 213.098012 \r\n",
+       "L 65.086705 210.910504 \r\n",
+       "L 68.130341 208.559083 \r\n",
+       "L 71.173977 206.230475 \r\n",
+       "L 74.217614 204.00776 \r\n",
+       "L 77.26125 201.920607 \r\n",
+       "L 80.304886 199.973164 \r\n",
+       "L 83.348523 198.158344 \r\n",
+       "L 86.392159 196.464812 \r\n",
+       "L 89.435795 194.88029 \r\n",
+       "L 92.479432 193.393014 \r\n",
+       "L 95.523068 191.992309 \r\n",
+       "L 98.566705 190.668744 \r\n",
+       "L 101.610341 189.414094 \r\n",
+       "L 104.653977 188.221225 \r\n",
+       "L 107.697614 187.083963 \r\n",
+       "L 110.74125 185.996955 \r\n",
+       "L 113.784886 184.955554 \r\n",
+       "L 116.828523 183.955707 \r\n",
+       "L 119.872159 182.993868 \r\n",
+       "L 122.915795 182.066925 \r\n",
+       "L 125.959432 181.17213 \r\n",
+       "L 129.003068 180.307049 \r\n",
+       "L 132.046705 179.469518 \r\n",
+       "L 135.090341 178.657604 \r\n",
+       "L 138.133977 177.869577 \r\n",
+       "L 141.177614 177.103876 \r\n",
+       "L 144.22125 176.359096 \r\n",
+       "L 147.264886 175.633962 \r\n",
+       "L 150.308523 174.927316 \r\n",
+       "L 153.352159 174.238104 \r\n",
+       "L 156.395795 173.565361 \r\n",
+       "L 159.439432 172.908203 \r\n",
+       "L 162.483068 172.265819 \r\n",
+       "L 165.526705 171.63746 \r\n",
+       "L 168.570341 171.022436 \r\n",
+       "L 171.613977 170.42011 \r\n",
+       "L 174.657614 169.829887 \r\n",
+       "L 177.70125 169.25122 \r\n",
+       "L 180.744886 168.683596 \r\n",
+       "L 183.788523 168.126537 \r\n",
+       "L 186.832159 167.579598 \r\n",
+       "L 189.875795 167.042362 \r\n",
+       "L 192.919432 166.514438 \r\n",
+       "L 195.963068 165.99546 \r\n",
+       "L 199.006705 165.485083 \r\n",
+       "L 202.050341 164.982984 \r\n",
+       "L 205.093977 164.488857 \r\n",
+       "L 208.137614 164.002413 \r\n",
+       "L 211.18125 163.523381 \r\n",
+       "L 214.224886 163.051504 \r\n",
+       "L 217.268523 162.586538 \r\n",
+       "L 220.312159 162.128252 \r\n",
+       "L 223.355795 161.676427 \r\n",
+       "L 226.399432 161.230856 \r\n",
+       "L 229.443068 160.791341 \r\n",
+       "L 232.486705 160.357694 \r\n",
+       "L 235.530341 159.929736 \r\n",
+       "L 238.573977 159.507297 \r\n",
+       "L 241.617614 159.090213 \r\n",
+       "L 244.66125 158.67833 \r\n",
+       "L 247.704886 158.2715 \r\n",
+       "L 250.748523 157.86958 \r\n",
+       "L 253.792159 157.472435 \r\n",
+       "L 256.835795 157.079935 \r\n",
+       "L 259.879432 156.691955 \r\n",
+       "L 262.923068 156.308378 \r\n",
+       "L 265.966705 155.929087 \r\n",
+       "L 269.010341 155.553974 \r\n",
+       "L 272.053977 155.182932 \r\n",
+       "L 275.097614 154.815861 \r\n",
+       "L 278.14125 154.452663 \r\n",
+       "L 281.184886 154.093245 \r\n",
+       "L 284.228523 153.737516 \r\n",
+       "L 287.272159 153.385389 \r\n",
+       "L 290.315795 153.036781 \r\n",
+       "L 293.359432 152.69161 \r\n",
+       "L 296.403068 152.3498 \r\n",
+       "L 299.446705 152.011275 \r\n",
+       "L 302.490341 151.675962 \r\n",
+       "L 305.533977 151.343792 \r\n",
+       "L 308.577614 151.014697 \r\n",
+       "L 311.62125 150.688611 \r\n",
+       "L 314.664886 150.365471 \r\n",
+       "L 317.708523 150.045217 \r\n",
+       "L 320.752159 149.727788 \r\n",
+       "L 323.795795 149.413127 \r\n",
+       "L 326.839432 149.10118 \r\n",
+       "L 329.883068 148.791892 \r\n",
+       "L 332.926705 148.48521 \r\n",
+       "L 335.970341 148.181086 \r\n",
+       "L 339.013977 147.879468 \r\n",
+       "L 342.057614 147.580311 \r\n",
+       "L 345.10125 147.283567 \r\n",
+       "L 348.144886 146.989193 \r\n",
+       "L 351.188523 146.697143 \r\n",
+       "L 354.232159 146.407377 \r\n",
+       "L 357.275795 146.119852 \r\n",
+       "L 360.319432 145.83453 \r\n",
+       "L 363.363068 145.551371 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_15\">\r\n",
+       "    <path clip-path=\"url(#p51258df000)\" d=\"M 58.999432 214.60336 \r\n",
+       "L 62.043068 211.634715 \r\n",
+       "L 65.086705 206.309663 \r\n",
+       "L 68.130341 199.305212 \r\n",
+       "L 71.173977 191.653352 \r\n",
+       "L 74.217614 184.225821 \r\n",
+       "L 77.26125 177.502242 \r\n",
+       "L 80.304886 171.623182 \r\n",
+       "L 83.348523 166.539702 \r\n",
+       "L 86.392159 162.132231 \r\n",
+       "L 89.435795 158.273387 \r\n",
+       "L 92.479432 154.852313 \r\n",
+       "L 95.523068 151.780088 \r\n",
+       "L 98.566705 148.987856 \r\n",
+       "L 101.610341 146.422976 \r\n",
+       "L 104.653977 144.045243 \r\n",
+       "L 107.697614 141.823774 \r\n",
+       "L 110.74125 139.734624 \r\n",
+       "L 113.784886 137.759013 \r\n",
+       "L 116.828523 135.882025 \r\n",
+       "L 119.872159 134.091663 \r\n",
+       "L 122.915795 132.378151 \r\n",
+       "L 125.959432 130.733426 \r\n",
+       "L 129.003068 129.150757 \r\n",
+       "L 132.046705 127.624461 \r\n",
+       "L 135.090341 126.149693 \r\n",
+       "L 138.133977 124.72228 \r\n",
+       "L 141.177614 123.338596 \r\n",
+       "L 144.22125 121.995466 \r\n",
+       "L 147.264886 120.690088 \r\n",
+       "L 150.308523 119.419974 \r\n",
+       "L 153.352159 118.182901 \r\n",
+       "L 156.395795 116.976869 \r\n",
+       "L 159.439432 115.800076 \r\n",
+       "L 162.483068 114.650883 \r\n",
+       "L 165.526705 113.527801 \r\n",
+       "L 168.570341 112.429466 \r\n",
+       "L 171.613977 111.354627 \r\n",
+       "L 174.657614 110.302134 \r\n",
+       "L 177.70125 109.270924 \r\n",
+       "L 180.744886 108.260013 \r\n",
+       "L 183.788523 107.268489 \r\n",
+       "L 186.832159 106.295505 \r\n",
+       "L 189.875795 105.340269 \r\n",
+       "L 192.919432 104.402044 \r\n",
+       "L 195.963068 103.480139 \r\n",
+       "L 199.006705 102.573907 \r\n",
+       "L 202.050341 101.682742 \r\n",
+       "L 205.093977 100.806072 \r\n",
+       "L 208.137614 99.94336 \r\n",
+       "L 211.18125 99.0941 \r\n",
+       "L 214.224886 98.257813 \r\n",
+       "L 217.268523 97.434049 \r\n",
+       "L 220.312159 96.622378 \r\n",
+       "L 223.355795 95.822398 \r\n",
+       "L 226.399432 95.033723 \r\n",
+       "L 229.443068 94.255989 \r\n",
+       "L 232.486705 93.488849 \r\n",
+       "L 235.530341 92.731975 \r\n",
+       "L 238.573977 91.985053 \r\n",
+       "L 241.617614 91.247784 \r\n",
+       "L 244.66125 90.519883 \r\n",
+       "L 247.704886 89.801078 \r\n",
+       "L 250.748523 89.091109 \r\n",
+       "L 253.792159 88.389729 \r\n",
+       "L 256.835795 87.696699 \r\n",
+       "L 259.879432 87.011792 \r\n",
+       "L 262.923068 86.334792 \r\n",
+       "L 265.966705 85.665487 \r\n",
+       "L 269.010341 85.00368 \r\n",
+       "L 272.053977 84.349177 \r\n",
+       "L 275.097614 83.701794 \r\n",
+       "L 278.14125 83.061354 \r\n",
+       "L 281.184886 82.427685 \r\n",
+       "L 284.228523 81.800625 \r\n",
+       "L 287.272159 81.180015 \r\n",
+       "L 290.315795 80.565703 \r\n",
+       "L 293.359432 79.957543 \r\n",
+       "L 296.403068 79.355394 \r\n",
+       "L 299.446705 78.759119 \r\n",
+       "L 302.490341 78.168587 \r\n",
+       "L 305.533977 77.583671 \r\n",
+       "L 308.577614 77.004249 \r\n",
+       "L 311.62125 76.430202 \r\n",
+       "L 314.664886 75.861417 \r\n",
+       "L 317.708523 75.297781 \r\n",
+       "L 320.752159 74.739188 \r\n",
+       "L 323.795795 74.185535 \r\n",
+       "L 326.839432 73.636722 \r\n",
+       "L 329.883068 73.092651 \r\n",
+       "L 332.926705 72.553228 \r\n",
+       "L 335.970341 72.018362 \r\n",
+       "L 339.013977 71.487964 \r\n",
+       "L 342.057614 70.961949 \r\n",
+       "L 345.10125 70.440234 \r\n",
+       "L 348.144886 69.922737 \r\n",
+       "L 351.188523 69.409381 \r\n",
+       "L 354.232159 68.90009 \r\n",
+       "L 357.275795 68.394788 \r\n",
+       "L 360.319432 67.893405 \r\n",
+       "L 363.363068 67.39587 \r\n",
+       "\" style=\"fill:none;stroke:#ff0000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_16\">\r\n",
+       "    <path clip-path=\"url(#p51258df000)\" d=\"M 58.999432 135.055227 \r\n",
+       "L 62.043068 135.229996 \r\n",
+       "L 65.086705 135.326047 \r\n",
+       "L 68.130341 135.231087 \r\n",
+       "L 71.173977 134.883843 \r\n",
+       "L 74.217614 134.258728 \r\n",
+       "L 77.26125 133.354179 \r\n",
+       "L 80.304886 132.184537 \r\n",
+       "L 83.348523 130.774333 \r\n",
+       "L 86.392159 129.154118 \r\n",
+       "L 89.435795 127.35729 \r\n",
+       "L 92.479432 125.417678 \r\n",
+       "L 95.523068 123.367757 \r\n",
+       "L 98.566705 121.237427 \r\n",
+       "L 101.610341 119.053264 \r\n",
+       "L 104.653977 116.838176 \r\n",
+       "L 107.697614 114.61137 \r\n",
+       "L 110.74125 112.388525 \r\n",
+       "L 113.784886 110.182112 \r\n",
+       "L 116.828523 108.00178 \r\n",
+       "L 119.872159 105.854762 \r\n",
+       "L 122.915795 103.746282 \r\n",
+       "L 125.959432 101.67992 \r\n",
+       "L 129.003068 99.657936 \r\n",
+       "L 132.046705 97.681557 \r\n",
+       "L 135.090341 95.751209 \r\n",
+       "L 138.133977 93.866713 \r\n",
+       "L 141.177614 92.027443 \r\n",
+       "L 144.22125 90.23245 \r\n",
+       "L 147.264886 88.480563 \r\n",
+       "L 150.308523 86.770464 \r\n",
+       "L 153.352159 85.100746 \r\n",
+       "L 156.395795 83.46996 \r\n",
+       "L 159.439432 81.876645 \r\n",
+       "L 162.483068 80.319352 \r\n",
+       "L 165.526705 78.796658 \r\n",
+       "L 168.570341 77.307182 \r\n",
+       "L 171.613977 75.849584 \r\n",
+       "L 174.657614 74.422576 \r\n",
+       "L 177.70125 73.024918 \r\n",
+       "L 180.744886 71.655423 \r\n",
+       "L 183.788523 70.312954 \r\n",
+       "L 186.832159 68.996425 \r\n",
+       "L 189.875795 67.704798 \r\n",
+       "L 192.919432 66.437084 \r\n",
+       "L 195.963068 65.192342 \r\n",
+       "L 199.006705 63.969674 \r\n",
+       "L 202.050341 62.768231 \r\n",
+       "L 205.093977 61.587204 \r\n",
+       "L 208.137614 60.425827 \r\n",
+       "L 211.18125 59.283371 \r\n",
+       "L 214.224886 58.159148 \r\n",
+       "L 217.268523 57.052503 \r\n",
+       "L 220.312159 55.962819 \r\n",
+       "L 223.355795 54.889506 \r\n",
+       "L 226.399432 53.832008 \r\n",
+       "L 229.443068 52.789795 \r\n",
+       "L 232.486705 51.762366 \r\n",
+       "L 235.530341 50.749242 \r\n",
+       "L 238.573977 49.74997 \r\n",
+       "L 241.617614 48.764118 \r\n",
+       "L 244.66125 47.791274 \r\n",
+       "L 247.704886 46.831047 \r\n",
+       "L 250.748523 45.883063 \r\n",
+       "L 253.792159 44.946964 \r\n",
+       "L 256.835795 44.022411 \r\n",
+       "L 259.879432 43.109077 \r\n",
+       "L 262.923068 42.206652 \r\n",
+       "L 265.966705 41.314837 \r\n",
+       "L 269.010341 40.433346 \r\n",
+       "L 272.053977 39.561906 \r\n",
+       "L 275.097614 38.700255 \r\n",
+       "L 278.14125 37.84814 \r\n",
+       "L 281.184886 37.005321 \r\n",
+       "L 284.228523 36.171564 \r\n",
+       "L 287.272159 35.346647 \r\n",
+       "L 290.315795 34.530355 \r\n",
+       "L 293.359432 33.722481 \r\n",
+       "L 296.403068 32.922827 \r\n",
+       "L 299.446705 32.1312 \r\n",
+       "L 302.490341 31.347416 \r\n",
+       "L 305.533977 30.571297 \r\n",
+       "L 308.577614 29.802671 \r\n",
+       "L 311.62125 29.041372 \r\n",
+       "L 314.664886 28.28724 \r\n",
+       "L 317.708523 27.54012 \r\n",
+       "L 320.752159 26.799862 \r\n",
+       "L 323.795795 26.066323 \r\n",
+       "L 326.839432 25.339362 \r\n",
+       "L 329.883068 24.618843 \r\n",
+       "L 332.926705 23.904637 \r\n",
+       "L 335.970341 23.196615 \r\n",
+       "L 339.013977 22.494655 \r\n",
+       "L 342.057614 21.798638 \r\n",
+       "L 345.10125 21.108448 \r\n",
+       "L 348.144886 20.423973 \r\n",
+       "L 351.188523 19.745105 \r\n",
+       "L 354.232159 19.071739 \r\n",
+       "L 357.275795 18.403771 \r\n",
+       "L 360.319432 17.741102 \r\n",
+       "L 363.363068 17.083636 \r\n",
+       "\" style=\"fill:none;stroke:#0000ff;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_3\">\r\n",
+       "    <path d=\"M 43.78125 224.64 \r\n",
+       "L 43.78125 7.2 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_4\">\r\n",
+       "    <path d=\"M 378.58125 224.64 \r\n",
+       "L 378.58125 7.2 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_5\">\r\n",
+       "    <path d=\"M 43.78125 224.64 \r\n",
+       "L 378.58125 224.64 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_6\">\r\n",
+       "    <path d=\"M 43.78125 7.2 \r\n",
+       "L 378.58125 7.2 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"legend_1\">\r\n",
+       "    <g id=\"patch_7\">\r\n",
+       "     <path d=\"M 297.78125 73.9125 \r\n",
+       "L 371.58125 73.9125 \r\n",
+       "Q 373.58125 73.9125 373.58125 71.9125 \r\n",
+       "L 373.58125 14.2 \r\n",
+       "Q 373.58125 12.2 371.58125 12.2 \r\n",
+       "L 297.78125 12.2 \r\n",
+       "Q 295.78125 12.2 295.78125 14.2 \r\n",
+       "L 295.78125 71.9125 \r\n",
+       "Q 295.78125 73.9125 297.78125 73.9125 \r\n",
+       "z\r\n",
+       "\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_16\">\r\n",
+       "     <!-- Energy Levels -->\r\n",
+       "     <g transform=\"translate(299.78125 23.798437)scale(0.1 -0.1)\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 45.40625 27.984375 \r\n",
+       "Q 45.40625 37.75 41.375 43.109375 \r\n",
+       "Q 37.359375 48.484375 30.078125 48.484375 \r\n",
+       "Q 22.859375 48.484375 18.828125 43.109375 \r\n",
+       "Q 14.796875 37.75 14.796875 27.984375 \r\n",
+       "Q 14.796875 18.265625 18.828125 12.890625 \r\n",
+       "Q 22.859375 7.515625 30.078125 7.515625 \r\n",
+       "Q 37.359375 7.515625 41.375 12.890625 \r\n",
+       "Q 45.40625 18.265625 45.40625 27.984375 \r\n",
+       "z\r\n",
+       "M 54.390625 6.78125 \r\n",
+       "Q 54.390625 -7.171875 48.1875 -13.984375 \r\n",
+       "Q 42 -20.796875 29.203125 -20.796875 \r\n",
+       "Q 24.46875 -20.796875 20.265625 -20.09375 \r\n",
+       "Q 16.0625 -19.390625 12.109375 -17.921875 \r\n",
+       "L 12.109375 -9.1875 \r\n",
+       "Q 16.0625 -11.328125 19.921875 -12.34375 \r\n",
+       "Q 23.78125 -13.375 27.78125 -13.375 \r\n",
+       "Q 36.625 -13.375 41.015625 -8.765625 \r\n",
+       "Q 45.40625 -4.15625 45.40625 5.171875 \r\n",
+       "L 45.40625 9.625 \r\n",
+       "Q 42.625 4.78125 38.28125 2.390625 \r\n",
+       "Q 33.9375 0 27.875 0 \r\n",
+       "Q 17.828125 0 11.671875 7.65625 \r\n",
+       "Q 5.515625 15.328125 5.515625 27.984375 \r\n",
+       "Q 5.515625 40.671875 11.671875 48.328125 \r\n",
+       "Q 17.828125 56 27.875 56 \r\n",
+       "Q 33.9375 56 38.28125 53.609375 \r\n",
+       "Q 42.625 51.21875 45.40625 46.390625 \r\n",
+       "L 45.40625 54.6875 \r\n",
+       "L 54.390625 54.6875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-103\"/>\r\n",
+       "       <path d=\"M 32.171875 -5.078125 \r\n",
+       "Q 28.375 -14.84375 24.75 -17.8125 \r\n",
+       "Q 21.140625 -20.796875 15.09375 -20.796875 \r\n",
+       "L 7.90625 -20.796875 \r\n",
+       "L 7.90625 -13.28125 \r\n",
+       "L 13.1875 -13.28125 \r\n",
+       "Q 16.890625 -13.28125 18.9375 -11.515625 \r\n",
+       "Q 21 -9.765625 23.484375 -3.21875 \r\n",
+       "L 25.09375 0.875 \r\n",
+       "L 2.984375 54.6875 \r\n",
+       "L 12.5 54.6875 \r\n",
+       "L 29.59375 11.921875 \r\n",
+       "L 46.6875 54.6875 \r\n",
+       "L 56.203125 54.6875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-121\"/>\r\n",
+       "       <path id=\"DejaVuSans-32\"/>\r\n",
+       "       <path d=\"M 9.8125 72.90625 \r\n",
+       "L 19.671875 72.90625 \r\n",
+       "L 19.671875 8.296875 \r\n",
+       "L 55.171875 8.296875 \r\n",
+       "L 55.171875 0 \r\n",
+       "L 9.8125 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-76\"/>\r\n",
+       "       <path d=\"M 2.984375 54.6875 \r\n",
+       "L 12.5 54.6875 \r\n",
+       "L 29.59375 8.796875 \r\n",
+       "L 46.6875 54.6875 \r\n",
+       "L 56.203125 54.6875 \r\n",
+       "L 35.6875 0 \r\n",
+       "L 23.484375 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-118\"/>\r\n",
+       "       <path d=\"M 9.421875 75.984375 \r\n",
+       "L 18.40625 75.984375 \r\n",
+       "L 18.40625 0 \r\n",
+       "L 9.421875 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-108\"/>\r\n",
+       "       <path d=\"M 44.28125 53.078125 \r\n",
+       "L 44.28125 44.578125 \r\n",
+       "Q 40.484375 46.53125 36.375 47.5 \r\n",
+       "Q 32.28125 48.484375 27.875 48.484375 \r\n",
+       "Q 21.1875 48.484375 17.84375 46.4375 \r\n",
+       "Q 14.5 44.390625 14.5 40.28125 \r\n",
+       "Q 14.5 37.15625 16.890625 35.375 \r\n",
+       "Q 19.28125 33.59375 26.515625 31.984375 \r\n",
+       "L 29.59375 31.296875 \r\n",
+       "Q 39.15625 29.25 43.1875 25.515625 \r\n",
+       "Q 47.21875 21.78125 47.21875 15.09375 \r\n",
+       "Q 47.21875 7.46875 41.1875 3.015625 \r\n",
+       "Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
+       "Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
+       "Q 10.6875 0.296875 5.421875 2 \r\n",
+       "L 5.421875 11.28125 \r\n",
+       "Q 10.40625 8.6875 15.234375 7.390625 \r\n",
+       "Q 20.0625 6.109375 24.8125 6.109375 \r\n",
+       "Q 31.15625 6.109375 34.5625 8.28125 \r\n",
+       "Q 37.984375 10.453125 37.984375 14.40625 \r\n",
+       "Q 37.984375 18.0625 35.515625 20.015625 \r\n",
+       "Q 33.0625 21.96875 24.703125 23.78125 \r\n",
+       "L 21.578125 24.515625 \r\n",
+       "Q 13.234375 26.265625 9.515625 29.90625 \r\n",
+       "Q 5.8125 33.546875 5.8125 39.890625 \r\n",
+       "Q 5.8125 47.609375 11.28125 51.796875 \r\n",
+       "Q 16.75 56 26.8125 56 \r\n",
+       "Q 31.78125 56 36.171875 55.265625 \r\n",
+       "Q 40.578125 54.546875 44.28125 53.078125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-115\"/>\r\n",
+       "      </defs>\r\n",
+       "      <use xlink:href=\"#DejaVuSans-69\"/>\r\n",
+       "      <use x=\"63.183594\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
+       "      <use x=\"126.5625\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
+       "      <use x=\"188.085938\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
+       "      <use x=\"227.449219\" xlink:href=\"#DejaVuSans-103\"/>\r\n",
+       "      <use x=\"290.925781\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
+       "      <use x=\"350.105469\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
+       "      <use x=\"381.892578\" xlink:href=\"#DejaVuSans-76\"/>\r\n",
+       "      <use x=\"435.855469\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
+       "      <use x=\"497.378906\" xlink:href=\"#DejaVuSans-118\"/>\r\n",
+       "      <use x=\"556.558594\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
+       "      <use x=\"618.082031\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
+       "      <use x=\"645.865234\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_17\">\r\n",
+       "     <path d=\"M 308.439844 34.976562 \r\n",
+       "L 328.439844 34.976562 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_18\"/>\r\n",
+       "    <g id=\"text_17\">\r\n",
+       "     <!-- m=0 -->\r\n",
+       "     <g transform=\"translate(336.439844 38.476562)scale(0.1 -0.1)\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 52 44.1875 \r\n",
+       "Q 55.375 50.25 60.0625 53.125 \r\n",
+       "Q 64.75 56 71.09375 56 \r\n",
+       "Q 79.640625 56 84.28125 50.015625 \r\n",
+       "Q 88.921875 44.046875 88.921875 33.015625 \r\n",
+       "L 88.921875 0 \r\n",
+       "L 79.890625 0 \r\n",
+       "L 79.890625 32.71875 \r\n",
+       "Q 79.890625 40.578125 77.09375 44.375 \r\n",
+       "Q 74.3125 48.1875 68.609375 48.1875 \r\n",
+       "Q 61.625 48.1875 57.5625 43.546875 \r\n",
+       "Q 53.515625 38.921875 53.515625 30.90625 \r\n",
+       "L 53.515625 0 \r\n",
+       "L 44.484375 0 \r\n",
+       "L 44.484375 32.71875 \r\n",
+       "Q 44.484375 40.625 41.703125 44.40625 \r\n",
+       "Q 38.921875 48.1875 33.109375 48.1875 \r\n",
+       "Q 26.21875 48.1875 22.15625 43.53125 \r\n",
+       "Q 18.109375 38.875 18.109375 30.90625 \r\n",
+       "L 18.109375 0 \r\n",
+       "L 9.078125 0 \r\n",
+       "L 9.078125 54.6875 \r\n",
+       "L 18.109375 54.6875 \r\n",
+       "L 18.109375 46.1875 \r\n",
+       "Q 21.1875 51.21875 25.484375 53.609375 \r\n",
+       "Q 29.78125 56 35.6875 56 \r\n",
+       "Q 41.65625 56 45.828125 52.96875 \r\n",
+       "Q 50 49.953125 52 44.1875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-109\"/>\r\n",
+       "       <path d=\"M 10.59375 45.40625 \r\n",
+       "L 73.1875 45.40625 \r\n",
+       "L 73.1875 37.203125 \r\n",
+       "L 10.59375 37.203125 \r\n",
+       "z\r\n",
+       "M 10.59375 25.484375 \r\n",
+       "L 73.1875 25.484375 \r\n",
+       "L 73.1875 17.1875 \r\n",
+       "L 10.59375 17.1875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-61\"/>\r\n",
+       "      </defs>\r\n",
+       "      <use xlink:href=\"#DejaVuSans-109\"/>\r\n",
+       "      <use x=\"97.412109\" xlink:href=\"#DejaVuSans-61\"/>\r\n",
+       "      <use x=\"181.201172\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_19\">\r\n",
+       "     <path d=\"M 308.439844 49.654687 \r\n",
+       "L 328.439844 49.654687 \r\n",
+       "\" style=\"fill:none;stroke:#ff0000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_20\"/>\r\n",
+       "    <g id=\"text_18\">\r\n",
+       "     <!-- m=1 -->\r\n",
+       "     <g transform=\"translate(336.439844 53.154687)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-109\"/>\r\n",
+       "      <use x=\"97.412109\" xlink:href=\"#DejaVuSans-61\"/>\r\n",
+       "      <use x=\"181.201172\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_21\">\r\n",
+       "     <path d=\"M 308.439844 64.332812 \r\n",
+       "L 328.439844 64.332812 \r\n",
+       "\" style=\"fill:none;stroke:#0000ff;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_22\"/>\r\n",
+       "    <g id=\"text_19\">\r\n",
+       "     <!-- m=2 -->\r\n",
+       "     <g transform=\"translate(336.439844 67.832812)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-109\"/>\r\n",
+       "      <use x=\"97.412109\" xlink:href=\"#DejaVuSans-61\"/>\r\n",
+       "      <use x=\"181.201172\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "  </g>\r\n",
+       " </g>\r\n",
+       " <defs>\r\n",
+       "  <clipPath id=\"p51258df000\">\r\n",
+       "   <rect height=\"217.44\" width=\"334.8\" x=\"43.78125\" y=\"7.2\"/>\r\n",
+       "  </clipPath>\r\n",
+       " </defs>\r\n",
+       "</svg>\r\n"
+      ],
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.plot(x,var0,'k', label=\"m=0\")\n",
+    "plt.plot(x,var1,'r', label=\"m=1\")\n",
+    "plt.plot(x,var2,'b', label=\"m=2\")\n",
+    "plt.xlabel(\"Ej/Ec\")\n",
+    "plt.ylabel(\"Variance\")\n",
+    "plt.legend(title=\"Energy Levels\", loc='upper right')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Physically, the above plot demonstrates that the variations in the number of Cooper pairs is on the order of 1-2 for gorund and first excited states of the CPB operated in the transmon regime."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We can also investigate how the off-diagonal matrix elements of the CPB Hamiltonian evolve as a function of the $E_{J}/E_{C}$ ratio. Let's create four empty lists ($m_{10}$, $m_{20}$, $m_{30}$ and $m_{21}$) where $m_{ij} = <i | n | j>$. Then we can loop over the ratio of $E_{J}/E_{C}$ and at each value, we calculate the off-diagonal matrix element:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "m10 = [] \n",
+    "m20 = [] \n",
+    "m30 = [] \n",
+    "m21 = [] \n",
+    "\n",
+    "# For a given value of offset charge (ng, represented by x) we will calculate the CPB Hamiltonian using the previously assigned values of E_J and E_C. Then we calculate the eigenvalue for a given value of m.\n",
+    "for i in x: \n",
+    "    H = Hcpb(nlevels=15, Ej=i*E_c, Ec=E_c, ng=0.5)\n",
+    "    m10.append(np.real(H.n_to_qutip(6)[1,0]))\n",
+    "    m20.append(np.real(H.n_to_qutip(6)[2,0]))\n",
+    "    m30.append(np.real(H.n_to_qutip(6)[3,0]))\n",
+    "    m21.append(np.real(H.n_to_qutip(6)[2,1])) "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Plotting these off-diagonal matrix elements is then straightforward:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.legend.Legend at 0x1c1fe351ec8>"
+      ]
+     },
+     "execution_count": 29,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/svg+xml": [
+       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
+       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
+       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
+       "<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
+       "<svg height=\"262.19625pt\" version=\"1.1\" viewBox=\"0 0 392.465625 262.19625\" width=\"392.465625pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
+       " <metadata>\r\n",
+       "  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n",
+       "   <cc:Work>\r\n",
+       "    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n",
+       "    <dc:date>2021-08-20T09:20:22.400697</dc:date>\r\n",
+       "    <dc:format>image/svg+xml</dc:format>\r\n",
+       "    <dc:creator>\r\n",
+       "     <cc:Agent>\r\n",
+       "      <dc:title>Matplotlib v3.3.3, https://matplotlib.org/</dc:title>\r\n",
+       "     </cc:Agent>\r\n",
+       "    </dc:creator>\r\n",
+       "   </cc:Work>\r\n",
+       "  </rdf:RDF>\r\n",
+       " </metadata>\r\n",
+       " <defs>\r\n",
+       "  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\r\n",
+       " </defs>\r\n",
+       " <g id=\"figure_1\">\r\n",
+       "  <g id=\"patch_1\">\r\n",
+       "   <path d=\"M 0 262.19625 \r\n",
+       "L 392.465625 262.19625 \r\n",
+       "L 392.465625 0 \r\n",
+       "L 0 0 \r\n",
+       "z\r\n",
+       "\" style=\"fill:none;\"/>\r\n",
+       "  </g>\r\n",
+       "  <g id=\"axes_1\">\r\n",
+       "   <g id=\"patch_2\">\r\n",
+       "    <path d=\"M 50.465625 224.64 \r\n",
+       "L 385.265625 224.64 \r\n",
+       "L 385.265625 7.2 \r\n",
+       "L 50.465625 7.2 \r\n",
+       "z\r\n",
+       "\" style=\"fill:#ffffff;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"matplotlib.axis_1\">\r\n",
+       "    <g id=\"xtick_1\">\r\n",
+       "     <g id=\"line2d_1\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 0 0 \r\n",
+       "L 0 3.5 \r\n",
+       "\" id=\"me0d77b7dbc\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"63.126129\" xlink:href=\"#me0d77b7dbc\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_1\">\r\n",
+       "      <!-- 0 -->\r\n",
+       "      <g transform=\"translate(59.944879 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 31.78125 66.40625 \r\n",
+       "Q 24.171875 66.40625 20.328125 58.90625 \r\n",
+       "Q 16.5 51.421875 16.5 36.375 \r\n",
+       "Q 16.5 21.390625 20.328125 13.890625 \r\n",
+       "Q 24.171875 6.390625 31.78125 6.390625 \r\n",
+       "Q 39.453125 6.390625 43.28125 13.890625 \r\n",
+       "Q 47.125 21.390625 47.125 36.375 \r\n",
+       "Q 47.125 51.421875 43.28125 58.90625 \r\n",
+       "Q 39.453125 66.40625 31.78125 66.40625 \r\n",
+       "z\r\n",
+       "M 31.78125 74.21875 \r\n",
+       "Q 44.046875 74.21875 50.515625 64.515625 \r\n",
+       "Q 56.984375 54.828125 56.984375 36.375 \r\n",
+       "Q 56.984375 17.96875 50.515625 8.265625 \r\n",
+       "Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
+       "Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
+       "Q 6.59375 17.96875 6.59375 36.375 \r\n",
+       "Q 6.59375 54.828125 13.0625 64.515625 \r\n",
+       "Q 19.53125 74.21875 31.78125 74.21875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-48\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_2\">\r\n",
+       "     <g id=\"line2d_2\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"114.279682\" xlink:href=\"#me0d77b7dbc\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_2\">\r\n",
+       "      <!-- 20 -->\r\n",
+       "      <g transform=\"translate(107.917182 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 19.1875 8.296875 \r\n",
+       "L 53.609375 8.296875 \r\n",
+       "L 53.609375 0 \r\n",
+       "L 7.328125 0 \r\n",
+       "L 7.328125 8.296875 \r\n",
+       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
+       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
+       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
+       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
+       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
+       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
+       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
+       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
+       "L 7.8125 69.390625 \r\n",
+       "Q 13.765625 71.78125 18.9375 73 \r\n",
+       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
+       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
+       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
+       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
+       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
+       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
+       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-50\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_3\">\r\n",
+       "     <g id=\"line2d_3\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"165.433234\" xlink:href=\"#me0d77b7dbc\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_3\">\r\n",
+       "      <!-- 40 -->\r\n",
+       "      <g transform=\"translate(159.070734 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 37.796875 64.3125 \r\n",
+       "L 12.890625 25.390625 \r\n",
+       "L 37.796875 25.390625 \r\n",
+       "z\r\n",
+       "M 35.203125 72.90625 \r\n",
+       "L 47.609375 72.90625 \r\n",
+       "L 47.609375 25.390625 \r\n",
+       "L 58.015625 25.390625 \r\n",
+       "L 58.015625 17.1875 \r\n",
+       "L 47.609375 17.1875 \r\n",
+       "L 47.609375 0 \r\n",
+       "L 37.796875 0 \r\n",
+       "L 37.796875 17.1875 \r\n",
+       "L 4.890625 17.1875 \r\n",
+       "L 4.890625 26.703125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-52\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-52\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_4\">\r\n",
+       "     <g id=\"line2d_4\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"216.586786\" xlink:href=\"#me0d77b7dbc\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_4\">\r\n",
+       "      <!-- 60 -->\r\n",
+       "      <g transform=\"translate(210.224286 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 33.015625 40.375 \r\n",
+       "Q 26.375 40.375 22.484375 35.828125 \r\n",
+       "Q 18.609375 31.296875 18.609375 23.390625 \r\n",
+       "Q 18.609375 15.53125 22.484375 10.953125 \r\n",
+       "Q 26.375 6.390625 33.015625 6.390625 \r\n",
+       "Q 39.65625 6.390625 43.53125 10.953125 \r\n",
+       "Q 47.40625 15.53125 47.40625 23.390625 \r\n",
+       "Q 47.40625 31.296875 43.53125 35.828125 \r\n",
+       "Q 39.65625 40.375 33.015625 40.375 \r\n",
+       "z\r\n",
+       "M 52.59375 71.296875 \r\n",
+       "L 52.59375 62.3125 \r\n",
+       "Q 48.875 64.0625 45.09375 64.984375 \r\n",
+       "Q 41.3125 65.921875 37.59375 65.921875 \r\n",
+       "Q 27.828125 65.921875 22.671875 59.328125 \r\n",
+       "Q 17.53125 52.734375 16.796875 39.40625 \r\n",
+       "Q 19.671875 43.65625 24.015625 45.921875 \r\n",
+       "Q 28.375 48.1875 33.59375 48.1875 \r\n",
+       "Q 44.578125 48.1875 50.953125 41.515625 \r\n",
+       "Q 57.328125 34.859375 57.328125 23.390625 \r\n",
+       "Q 57.328125 12.15625 50.6875 5.359375 \r\n",
+       "Q 44.046875 -1.421875 33.015625 -1.421875 \r\n",
+       "Q 20.359375 -1.421875 13.671875 8.265625 \r\n",
+       "Q 6.984375 17.96875 6.984375 36.375 \r\n",
+       "Q 6.984375 53.65625 15.1875 63.9375 \r\n",
+       "Q 23.390625 74.21875 37.203125 74.21875 \r\n",
+       "Q 40.921875 74.21875 44.703125 73.484375 \r\n",
+       "Q 48.484375 72.75 52.59375 71.296875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-54\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-54\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_5\">\r\n",
+       "     <g id=\"line2d_5\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"267.740339\" xlink:href=\"#me0d77b7dbc\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_5\">\r\n",
+       "      <!-- 80 -->\r\n",
+       "      <g transform=\"translate(261.377839 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 31.78125 34.625 \r\n",
+       "Q 24.75 34.625 20.71875 30.859375 \r\n",
+       "Q 16.703125 27.09375 16.703125 20.515625 \r\n",
+       "Q 16.703125 13.921875 20.71875 10.15625 \r\n",
+       "Q 24.75 6.390625 31.78125 6.390625 \r\n",
+       "Q 38.8125 6.390625 42.859375 10.171875 \r\n",
+       "Q 46.921875 13.96875 46.921875 20.515625 \r\n",
+       "Q 46.921875 27.09375 42.890625 30.859375 \r\n",
+       "Q 38.875 34.625 31.78125 34.625 \r\n",
+       "z\r\n",
+       "M 21.921875 38.8125 \r\n",
+       "Q 15.578125 40.375 12.03125 44.71875 \r\n",
+       "Q 8.5 49.078125 8.5 55.328125 \r\n",
+       "Q 8.5 64.0625 14.71875 69.140625 \r\n",
+       "Q 20.953125 74.21875 31.78125 74.21875 \r\n",
+       "Q 42.671875 74.21875 48.875 69.140625 \r\n",
+       "Q 55.078125 64.0625 55.078125 55.328125 \r\n",
+       "Q 55.078125 49.078125 51.53125 44.71875 \r\n",
+       "Q 48 40.375 41.703125 38.8125 \r\n",
+       "Q 48.828125 37.15625 52.796875 32.3125 \r\n",
+       "Q 56.78125 27.484375 56.78125 20.515625 \r\n",
+       "Q 56.78125 9.90625 50.3125 4.234375 \r\n",
+       "Q 43.84375 -1.421875 31.78125 -1.421875 \r\n",
+       "Q 19.734375 -1.421875 13.25 4.234375 \r\n",
+       "Q 6.78125 9.90625 6.78125 20.515625 \r\n",
+       "Q 6.78125 27.484375 10.78125 32.3125 \r\n",
+       "Q 14.796875 37.15625 21.921875 38.8125 \r\n",
+       "z\r\n",
+       "M 18.3125 54.390625 \r\n",
+       "Q 18.3125 48.734375 21.84375 45.5625 \r\n",
+       "Q 25.390625 42.390625 31.78125 42.390625 \r\n",
+       "Q 38.140625 42.390625 41.71875 45.5625 \r\n",
+       "Q 45.3125 48.734375 45.3125 54.390625 \r\n",
+       "Q 45.3125 60.0625 41.71875 63.234375 \r\n",
+       "Q 38.140625 66.40625 31.78125 66.40625 \r\n",
+       "Q 25.390625 66.40625 21.84375 63.234375 \r\n",
+       "Q 18.3125 60.0625 18.3125 54.390625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-56\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-56\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_6\">\r\n",
+       "     <g id=\"line2d_6\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"318.893891\" xlink:href=\"#me0d77b7dbc\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_6\">\r\n",
+       "      <!-- 100 -->\r\n",
+       "      <g transform=\"translate(309.350141 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 12.40625 8.296875 \r\n",
+       "L 28.515625 8.296875 \r\n",
+       "L 28.515625 63.921875 \r\n",
+       "L 10.984375 60.40625 \r\n",
+       "L 10.984375 69.390625 \r\n",
+       "L 28.421875 72.90625 \r\n",
+       "L 38.28125 72.90625 \r\n",
+       "L 38.28125 8.296875 \r\n",
+       "L 54.390625 8.296875 \r\n",
+       "L 54.390625 0 \r\n",
+       "L 12.40625 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-49\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_7\">\r\n",
+       "     <g id=\"line2d_7\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"370.047443\" xlink:href=\"#me0d77b7dbc\" y=\"224.64\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_7\">\r\n",
+       "      <!-- 120 -->\r\n",
+       "      <g transform=\"translate(360.503693 239.238437)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_8\">\r\n",
+       "     <!-- Ej/Ec -->\r\n",
+       "     <g transform=\"translate(205.724219 252.916562)scale(0.1 -0.1)\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 9.8125 72.90625 \r\n",
+       "L 55.90625 72.90625 \r\n",
+       "L 55.90625 64.59375 \r\n",
+       "L 19.671875 64.59375 \r\n",
+       "L 19.671875 43.015625 \r\n",
+       "L 54.390625 43.015625 \r\n",
+       "L 54.390625 34.71875 \r\n",
+       "L 19.671875 34.71875 \r\n",
+       "L 19.671875 8.296875 \r\n",
+       "L 56.78125 8.296875 \r\n",
+       "L 56.78125 0 \r\n",
+       "L 9.8125 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-69\"/>\r\n",
+       "       <path d=\"M 9.421875 54.6875 \r\n",
+       "L 18.40625 54.6875 \r\n",
+       "L 18.40625 -0.984375 \r\n",
+       "Q 18.40625 -11.421875 14.421875 -16.109375 \r\n",
+       "Q 10.453125 -20.796875 1.609375 -20.796875 \r\n",
+       "L -1.8125 -20.796875 \r\n",
+       "L -1.8125 -13.1875 \r\n",
+       "L 0.59375 -13.1875 \r\n",
+       "Q 5.71875 -13.1875 7.5625 -10.8125 \r\n",
+       "Q 9.421875 -8.453125 9.421875 -0.984375 \r\n",
+       "z\r\n",
+       "M 9.421875 75.984375 \r\n",
+       "L 18.40625 75.984375 \r\n",
+       "L 18.40625 64.59375 \r\n",
+       "L 9.421875 64.59375 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-106\"/>\r\n",
+       "       <path d=\"M 25.390625 72.90625 \r\n",
+       "L 33.6875 72.90625 \r\n",
+       "L 8.296875 -9.28125 \r\n",
+       "L 0 -9.28125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-47\"/>\r\n",
+       "       <path d=\"M 48.78125 52.59375 \r\n",
+       "L 48.78125 44.1875 \r\n",
+       "Q 44.96875 46.296875 41.140625 47.34375 \r\n",
+       "Q 37.3125 48.390625 33.40625 48.390625 \r\n",
+       "Q 24.65625 48.390625 19.8125 42.84375 \r\n",
+       "Q 14.984375 37.3125 14.984375 27.296875 \r\n",
+       "Q 14.984375 17.28125 19.8125 11.734375 \r\n",
+       "Q 24.65625 6.203125 33.40625 6.203125 \r\n",
+       "Q 37.3125 6.203125 41.140625 7.25 \r\n",
+       "Q 44.96875 8.296875 48.78125 10.40625 \r\n",
+       "L 48.78125 2.09375 \r\n",
+       "Q 45.015625 0.34375 40.984375 -0.53125 \r\n",
+       "Q 36.96875 -1.421875 32.421875 -1.421875 \r\n",
+       "Q 20.0625 -1.421875 12.78125 6.34375 \r\n",
+       "Q 5.515625 14.109375 5.515625 27.296875 \r\n",
+       "Q 5.515625 40.671875 12.859375 48.328125 \r\n",
+       "Q 20.21875 56 33.015625 56 \r\n",
+       "Q 37.15625 56 41.109375 55.140625 \r\n",
+       "Q 45.0625 54.296875 48.78125 52.59375 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-99\"/>\r\n",
+       "      </defs>\r\n",
+       "      <use xlink:href=\"#DejaVuSans-69\"/>\r\n",
+       "      <use x=\"63.183594\" xlink:href=\"#DejaVuSans-106\"/>\r\n",
+       "      <use x=\"90.966797\" xlink:href=\"#DejaVuSans-47\"/>\r\n",
+       "      <use x=\"124.658203\" xlink:href=\"#DejaVuSans-69\"/>\r\n",
+       "      <use x=\"187.841797\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"matplotlib.axis_2\">\r\n",
+       "    <g id=\"ytick_1\">\r\n",
+       "     <g id=\"line2d_8\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 0 0 \r\n",
+       "L -3.5 0 \r\n",
+       "\" id=\"mc0087825b6\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"50.465625\" xlink:href=\"#mc0087825b6\" y=\"214.756364\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_9\">\r\n",
+       "      <!-- 0.00 -->\r\n",
+       "      <g transform=\"translate(21.2 218.555582)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 10.6875 12.40625 \r\n",
+       "L 21 12.40625 \r\n",
+       "L 21 0 \r\n",
+       "L 10.6875 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-46\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_2\">\r\n",
+       "     <g id=\"line2d_9\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"50.465625\" xlink:href=\"#mc0087825b6\" y=\"188.73298\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_10\">\r\n",
+       "      <!-- 0.25 -->\r\n",
+       "      <g transform=\"translate(21.2 192.532199)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 10.796875 72.90625 \r\n",
+       "L 49.515625 72.90625 \r\n",
+       "L 49.515625 64.59375 \r\n",
+       "L 19.828125 64.59375 \r\n",
+       "L 19.828125 46.734375 \r\n",
+       "Q 21.96875 47.46875 24.109375 47.828125 \r\n",
+       "Q 26.265625 48.1875 28.421875 48.1875 \r\n",
+       "Q 40.625 48.1875 47.75 41.5 \r\n",
+       "Q 54.890625 34.8125 54.890625 23.390625 \r\n",
+       "Q 54.890625 11.625 47.5625 5.09375 \r\n",
+       "Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
+       "Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
+       "Q 12.796875 0.140625 7.71875 1.703125 \r\n",
+       "L 7.71875 11.625 \r\n",
+       "Q 12.109375 9.234375 16.796875 8.0625 \r\n",
+       "Q 21.484375 6.890625 26.703125 6.890625 \r\n",
+       "Q 35.15625 6.890625 40.078125 11.328125 \r\n",
+       "Q 45.015625 15.765625 45.015625 23.390625 \r\n",
+       "Q 45.015625 31 40.078125 35.4375 \r\n",
+       "Q 35.15625 39.890625 26.703125 39.890625 \r\n",
+       "Q 22.75 39.890625 18.8125 39.015625 \r\n",
+       "Q 14.890625 38.140625 10.796875 36.28125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-53\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_3\">\r\n",
+       "     <g id=\"line2d_10\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"50.465625\" xlink:href=\"#mc0087825b6\" y=\"162.709596\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_11\">\r\n",
+       "      <!-- 0.50 -->\r\n",
+       "      <g transform=\"translate(21.2 166.508815)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
+       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_4\">\r\n",
+       "     <g id=\"line2d_11\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"50.465625\" xlink:href=\"#mc0087825b6\" y=\"136.686213\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_12\">\r\n",
+       "      <!-- 0.75 -->\r\n",
+       "      <g transform=\"translate(21.2 140.485432)scale(0.1 -0.1)\">\r\n",
+       "       <defs>\r\n",
+       "        <path d=\"M 8.203125 72.90625 \r\n",
+       "L 55.078125 72.90625 \r\n",
+       "L 55.078125 68.703125 \r\n",
+       "L 28.609375 0 \r\n",
+       "L 18.3125 0 \r\n",
+       "L 43.21875 64.59375 \r\n",
+       "L 8.203125 64.59375 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-55\"/>\r\n",
+       "       </defs>\r\n",
+       "       <use xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
+       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_5\">\r\n",
+       "     <g id=\"line2d_12\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"50.465625\" xlink:href=\"#mc0087825b6\" y=\"110.662829\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_13\">\r\n",
+       "      <!-- 1.00 -->\r\n",
+       "      <g transform=\"translate(21.2 114.462048)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_6\">\r\n",
+       "     <g id=\"line2d_13\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"50.465625\" xlink:href=\"#mc0087825b6\" y=\"84.639446\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_14\">\r\n",
+       "      <!-- 1.25 -->\r\n",
+       "      <g transform=\"translate(21.2 88.438664)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_7\">\r\n",
+       "     <g id=\"line2d_14\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"50.465625\" xlink:href=\"#mc0087825b6\" y=\"58.616062\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_15\">\r\n",
+       "      <!-- 1.50 -->\r\n",
+       "      <g transform=\"translate(21.2 62.415281)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
+       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_8\">\r\n",
+       "     <g id=\"line2d_15\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"50.465625\" xlink:href=\"#mc0087825b6\" y=\"32.592678\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_16\">\r\n",
+       "      <!-- 1.75 -->\r\n",
+       "      <g transform=\"translate(21.2 36.391897)scale(0.1 -0.1)\">\r\n",
+       "       <use xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\r\n",
+       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-55\"/>\r\n",
+       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_17\">\r\n",
+       "     <!-- &lt;i|n|j&gt; -->\r\n",
+       "     <g transform=\"translate(14.842188 133.615312)rotate(-90)scale(0.1 -0.1)\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 73.1875 49.21875 \r\n",
+       "L 22.796875 31.296875 \r\n",
+       "L 73.1875 13.484375 \r\n",
+       "L 73.1875 4.59375 \r\n",
+       "L 10.59375 27.296875 \r\n",
+       "L 10.59375 35.40625 \r\n",
+       "L 73.1875 58.109375 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-60\"/>\r\n",
+       "       <path d=\"M 9.421875 54.6875 \r\n",
+       "L 18.40625 54.6875 \r\n",
+       "L 18.40625 0 \r\n",
+       "L 9.421875 0 \r\n",
+       "z\r\n",
+       "M 9.421875 75.984375 \r\n",
+       "L 18.40625 75.984375 \r\n",
+       "L 18.40625 64.59375 \r\n",
+       "L 9.421875 64.59375 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-105\"/>\r\n",
+       "       <path d=\"M 21 76.421875 \r\n",
+       "L 21 -23.578125 \r\n",
+       "L 12.703125 -23.578125 \r\n",
+       "L 12.703125 76.421875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-124\"/>\r\n",
+       "       <path d=\"M 54.890625 33.015625 \r\n",
+       "L 54.890625 0 \r\n",
+       "L 45.90625 0 \r\n",
+       "L 45.90625 32.71875 \r\n",
+       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
+       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
+       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
+       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
+       "L 18.109375 0 \r\n",
+       "L 9.078125 0 \r\n",
+       "L 9.078125 54.6875 \r\n",
+       "L 18.109375 54.6875 \r\n",
+       "L 18.109375 46.1875 \r\n",
+       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
+       "Q 30.078125 56 35.796875 56 \r\n",
+       "Q 45.21875 56 50.046875 50.171875 \r\n",
+       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-110\"/>\r\n",
+       "       <path d=\"M 10.59375 49.21875 \r\n",
+       "L 10.59375 58.109375 \r\n",
+       "L 73.1875 35.40625 \r\n",
+       "L 73.1875 27.296875 \r\n",
+       "L 10.59375 4.59375 \r\n",
+       "L 10.59375 13.484375 \r\n",
+       "L 60.890625 31.296875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-62\"/>\r\n",
+       "      </defs>\r\n",
+       "      <use xlink:href=\"#DejaVuSans-60\"/>\r\n",
+       "      <use x=\"83.789062\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
+       "      <use x=\"111.572266\" xlink:href=\"#DejaVuSans-124\"/>\r\n",
+       "      <use x=\"145.263672\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
+       "      <use x=\"208.642578\" xlink:href=\"#DejaVuSans-124\"/>\r\n",
+       "      <use x=\"242.333984\" xlink:href=\"#DejaVuSans-106\"/>\r\n",
+       "      <use x=\"270.117188\" xlink:href=\"#DejaVuSans-62\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_16\">\r\n",
+       "    <path clip-path=\"url(#p75598e01c4)\" d=\"M 65.683807 162.30633 \r\n",
+       "L 68.727443 160.835948 \r\n",
+       "L 71.77108 158.489848 \r\n",
+       "L 74.814716 155.582745 \r\n",
+       "L 77.858352 152.446449 \r\n",
+       "L 80.901989 149.335174 \r\n",
+       "L 83.945625 146.389578 \r\n",
+       "L 86.989261 143.659998 \r\n",
+       "L 90.032898 141.146867 \r\n",
+       "L 93.076534 138.830449 \r\n",
+       "L 96.12017 136.686152 \r\n",
+       "L 99.163807 134.690702 \r\n",
+       "L 102.207443 132.823981 \r\n",
+       "L 105.25108 131.069164 \r\n",
+       "L 108.294716 129.412313 \r\n",
+       "L 111.338352 127.841869 \r\n",
+       "L 114.381989 126.348192 \r\n",
+       "L 117.425625 124.923182 \r\n",
+       "L 120.469261 123.559977 \r\n",
+       "L 123.512898 122.252716 \r\n",
+       "L 126.556534 120.996358 \r\n",
+       "L 129.60017 119.786534 \r\n",
+       "L 132.643807 118.61943 \r\n",
+       "L 135.687443 117.491701 \r\n",
+       "L 138.73108 116.400394 \r\n",
+       "L 141.774716 115.342887 \r\n",
+       "L 144.818352 114.316842 \r\n",
+       "L 147.861989 113.320166 \r\n",
+       "L 150.905625 112.350977 \r\n",
+       "L 153.949261 111.407572 \r\n",
+       "L 156.992898 110.488412 \r\n",
+       "L 160.036534 109.592095 \r\n",
+       "L 163.08017 108.717343 \r\n",
+       "L 166.123807 107.862987 \r\n",
+       "L 169.167443 107.027954 \r\n",
+       "L 172.21108 106.211256 \r\n",
+       "L 175.254716 105.411984 \r\n",
+       "L 178.298352 104.629298 \r\n",
+       "L 181.341989 103.862417 \r\n",
+       "L 184.385625 103.11062 \r\n",
+       "L 187.429261 102.373233 \r\n",
+       "L 190.472898 101.64963 \r\n",
+       "L 193.516534 100.939227 \r\n",
+       "L 196.56017 100.241477 \r\n",
+       "L 199.603807 99.555867 \r\n",
+       "L 202.647443 98.881918 \r\n",
+       "L 205.69108 98.219178 \r\n",
+       "L 208.734716 97.567224 \r\n",
+       "L 211.778352 96.925655 \r\n",
+       "L 214.821989 96.294095 \r\n",
+       "L 217.865625 95.672188 \r\n",
+       "L 220.909261 95.059598 \r\n",
+       "L 223.952898 94.456006 \r\n",
+       "L 226.996534 93.861112 \r\n",
+       "L 230.04017 93.274628 \r\n",
+       "L 233.083807 92.696284 \r\n",
+       "L 236.127443 92.125821 \r\n",
+       "L 239.17108 91.562995 \r\n",
+       "L 242.214716 91.007571 \r\n",
+       "L 245.258352 90.459327 \r\n",
+       "L 248.301989 89.918051 \r\n",
+       "L 251.345625 89.38354 \r\n",
+       "L 254.389261 88.855601 \r\n",
+       "L 257.432898 88.334049 \r\n",
+       "L 260.476534 87.818707 \r\n",
+       "L 263.52017 87.309405 \r\n",
+       "L 266.563807 86.805982 \r\n",
+       "L 269.607443 86.308282 \r\n",
+       "L 272.65108 85.816156 \r\n",
+       "L 275.694716 85.329461 \r\n",
+       "L 278.738352 84.84806 \r\n",
+       "L 281.781989 84.37182 \r\n",
+       "L 284.825625 83.900615 \r\n",
+       "L 287.869261 83.434322 \r\n",
+       "L 290.912898 82.972824 \r\n",
+       "L 293.956534 82.516008 \r\n",
+       "L 297.00017 82.063765 \r\n",
+       "L 300.043807 81.615989 \r\n",
+       "L 303.087443 81.17258 \r\n",
+       "L 306.13108 80.73344 \r\n",
+       "L 309.174716 80.298474 \r\n",
+       "L 312.218352 79.867591 \r\n",
+       "L 315.261989 79.440702 \r\n",
+       "L 318.305625 79.017724 \r\n",
+       "L 321.349261 78.598573 \r\n",
+       "L 324.392898 78.183171 \r\n",
+       "L 327.436534 77.771439 \r\n",
+       "L 330.48017 77.363303 \r\n",
+       "L 333.523807 76.958692 \r\n",
+       "L 336.567443 76.557534 \r\n",
+       "L 339.61108 76.159763 \r\n",
+       "L 342.654716 75.765312 \r\n",
+       "L 345.698352 75.374118 \r\n",
+       "L 348.741989 74.986119 \r\n",
+       "L 351.785625 74.601254 \r\n",
+       "L 354.829261 74.219466 \r\n",
+       "L 357.872898 73.840698 \r\n",
+       "L 360.916534 73.464894 \r\n",
+       "L 363.96017 73.092002 \r\n",
+       "L 367.003807 72.72197 \r\n",
+       "L 370.047443 72.354746 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_17\">\r\n",
+       "    <path clip-path=\"url(#p75598e01c4)\" d=\"M 65.683807 214.756364 \r\n",
+       "L 68.727443 214.756364 \r\n",
+       "L 71.77108 214.756364 \r\n",
+       "L 74.814716 214.756364 \r\n",
+       "L 77.858352 214.756364 \r\n",
+       "L 80.901989 214.756364 \r\n",
+       "L 83.945625 214.756364 \r\n",
+       "L 86.989261 214.756364 \r\n",
+       "L 90.032898 214.756364 \r\n",
+       "L 93.076534 214.756364 \r\n",
+       "L 96.12017 214.756364 \r\n",
+       "L 99.163807 214.756364 \r\n",
+       "L 102.207443 214.756364 \r\n",
+       "L 105.25108 214.756364 \r\n",
+       "L 108.294716 214.756364 \r\n",
+       "L 111.338352 214.756364 \r\n",
+       "L 114.381989 214.756364 \r\n",
+       "L 117.425625 214.756364 \r\n",
+       "L 120.469261 214.756364 \r\n",
+       "L 123.512898 214.756364 \r\n",
+       "L 126.556534 214.756364 \r\n",
+       "L 129.60017 214.756364 \r\n",
+       "L 132.643807 214.756364 \r\n",
+       "L 135.687443 214.756364 \r\n",
+       "L 138.73108 214.756364 \r\n",
+       "L 141.774716 214.756364 \r\n",
+       "L 144.818352 214.756364 \r\n",
+       "L 147.861989 214.756364 \r\n",
+       "L 150.905625 214.756364 \r\n",
+       "L 153.949261 214.756364 \r\n",
+       "L 156.992898 214.756364 \r\n",
+       "L 160.036534 214.756364 \r\n",
+       "L 163.08017 214.756364 \r\n",
+       "L 166.123807 214.756364 \r\n",
+       "L 169.167443 214.756364 \r\n",
+       "L 172.21108 214.756364 \r\n",
+       "L 175.254716 214.756364 \r\n",
+       "L 178.298352 214.756364 \r\n",
+       "L 181.341989 214.756364 \r\n",
+       "L 184.385625 214.756364 \r\n",
+       "L 187.429261 214.756364 \r\n",
+       "L 190.472898 214.756364 \r\n",
+       "L 193.516534 214.756364 \r\n",
+       "L 196.56017 214.756364 \r\n",
+       "L 199.603807 214.756364 \r\n",
+       "L 202.647443 214.756364 \r\n",
+       "L 205.69108 214.756364 \r\n",
+       "L 208.734716 214.756364 \r\n",
+       "L 211.778352 214.756364 \r\n",
+       "L 214.821989 214.756364 \r\n",
+       "L 217.865625 214.756364 \r\n",
+       "L 220.909261 214.756364 \r\n",
+       "L 223.952898 214.756364 \r\n",
+       "L 226.996534 214.756364 \r\n",
+       "L 230.04017 214.756364 \r\n",
+       "L 233.083807 214.756364 \r\n",
+       "L 236.127443 214.756364 \r\n",
+       "L 239.17108 214.756364 \r\n",
+       "L 242.214716 214.756364 \r\n",
+       "L 245.258352 214.756364 \r\n",
+       "L 248.301989 214.756364 \r\n",
+       "L 251.345625 214.756364 \r\n",
+       "L 254.389261 214.756364 \r\n",
+       "L 257.432898 214.756364 \r\n",
+       "L 260.476534 214.756364 \r\n",
+       "L 263.52017 214.756364 \r\n",
+       "L 266.563807 214.756364 \r\n",
+       "L 269.607443 214.756364 \r\n",
+       "L 272.65108 214.756364 \r\n",
+       "L 275.694716 214.756364 \r\n",
+       "L 278.738352 214.756364 \r\n",
+       "L 281.781989 214.756364 \r\n",
+       "L 284.825625 214.756364 \r\n",
+       "L 287.869261 214.756364 \r\n",
+       "L 290.912898 214.756364 \r\n",
+       "L 293.956534 214.756364 \r\n",
+       "L 297.00017 214.756364 \r\n",
+       "L 300.043807 214.756364 \r\n",
+       "L 303.087443 214.756364 \r\n",
+       "L 306.13108 214.756364 \r\n",
+       "L 309.174716 214.756364 \r\n",
+       "L 312.218352 214.756364 \r\n",
+       "L 315.261989 214.756364 \r\n",
+       "L 318.305625 214.756364 \r\n",
+       "L 321.349261 214.756364 \r\n",
+       "L 324.392898 214.756364 \r\n",
+       "L 327.436534 214.756364 \r\n",
+       "L 330.48017 214.756364 \r\n",
+       "L 333.523807 214.756364 \r\n",
+       "L 336.567443 214.756364 \r\n",
+       "L 339.61108 214.756364 \r\n",
+       "L 342.654716 214.756364 \r\n",
+       "L 345.698352 214.756364 \r\n",
+       "L 348.741989 214.756364 \r\n",
+       "L 351.785625 214.756364 \r\n",
+       "L 354.829261 214.756364 \r\n",
+       "L 357.872898 214.756364 \r\n",
+       "L 360.916534 214.756364 \r\n",
+       "L 363.96017 214.756364 \r\n",
+       "L 367.003807 214.756364 \r\n",
+       "L 370.047443 214.756364 \r\n",
+       "\" style=\"fill:none;stroke:#ff0000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_18\">\r\n",
+       "    <path clip-path=\"url(#p75598e01c4)\" d=\"M 65.683807 209.069359 \r\n",
+       "L 68.727443 204.400355 \r\n",
+       "L 71.77108 201.799589 \r\n",
+       "L 74.814716 200.859284 \r\n",
+       "L 77.858352 201.05774 \r\n",
+       "L 80.901989 201.887315 \r\n",
+       "L 83.945625 202.963195 \r\n",
+       "L 86.989261 204.052907 \r\n",
+       "L 90.032898 205.044193 \r\n",
+       "L 93.076534 205.897915 \r\n",
+       "L 96.12017 206.611944 \r\n",
+       "L 99.163807 207.19986 \r\n",
+       "L 102.207443 207.680203 \r\n",
+       "L 105.25108 208.071637 \r\n",
+       "L 108.294716 208.391058 \r\n",
+       "L 111.338352 208.653009 \r\n",
+       "L 114.381989 208.869647 \r\n",
+       "L 117.425625 209.050904 \r\n",
+       "L 120.469261 209.20472 \r\n",
+       "L 123.512898 209.337309 \r\n",
+       "L 126.556534 209.453439 \r\n",
+       "L 129.60017 209.556702 \r\n",
+       "L 132.643807 209.649773 \r\n",
+       "L 135.687443 209.73463 \r\n",
+       "L 138.73108 209.812737 \r\n",
+       "L 141.774716 209.885189 \r\n",
+       "L 144.818352 209.952812 \r\n",
+       "L 147.861989 210.016243 \r\n",
+       "L 150.905625 210.075986 \r\n",
+       "L 153.949261 210.132445 \r\n",
+       "L 156.992898 210.185951 \r\n",
+       "L 160.036534 210.236785 \r\n",
+       "L 163.08017 210.285182 \r\n",
+       "L 166.123807 210.331347 \r\n",
+       "L 169.167443 210.375458 \r\n",
+       "L 172.21108 210.417673 \r\n",
+       "L 175.254716 210.458132 \r\n",
+       "L 178.298352 210.496959 \r\n",
+       "L 181.341989 210.534266 \r\n",
+       "L 184.385625 210.570155 \r\n",
+       "L 187.429261 210.604717 \r\n",
+       "L 190.472898 210.638035 \r\n",
+       "L 193.516534 210.670185 \r\n",
+       "L 196.56017 210.701237 \r\n",
+       "L 199.603807 210.731255 \r\n",
+       "L 202.647443 210.760297 \r\n",
+       "L 205.69108 210.788417 \r\n",
+       "L 208.734716 210.815664 \r\n",
+       "L 211.778352 210.842086 \r\n",
+       "L 214.821989 210.867724 \r\n",
+       "L 217.865625 210.892618 \r\n",
+       "L 220.909261 210.916806 \r\n",
+       "L 223.952898 210.94032 \r\n",
+       "L 226.996534 210.963194 \r\n",
+       "L 230.04017 210.985457 \r\n",
+       "L 233.083807 211.007136 \r\n",
+       "L 236.127443 211.028259 \r\n",
+       "L 239.17108 211.04885 \r\n",
+       "L 242.214716 211.068931 \r\n",
+       "L 245.258352 211.088524 \r\n",
+       "L 248.301989 211.10765 \r\n",
+       "L 251.345625 211.126327 \r\n",
+       "L 254.389261 211.144575 \r\n",
+       "L 257.432898 211.162409 \r\n",
+       "L 260.476534 211.179846 \r\n",
+       "L 263.52017 211.196901 \r\n",
+       "L 266.563807 211.213588 \r\n",
+       "L 269.607443 211.229922 \r\n",
+       "L 272.65108 211.245914 \r\n",
+       "L 275.694716 211.261578 \r\n",
+       "L 278.738352 211.276925 \r\n",
+       "L 281.781989 211.291967 \r\n",
+       "L 284.825625 211.306712 \r\n",
+       "L 287.869261 211.321172 \r\n",
+       "L 290.912898 211.335357 \r\n",
+       "L 293.956534 211.349275 \r\n",
+       "L 297.00017 211.362934 \r\n",
+       "L 300.043807 211.376344 \r\n",
+       "L 303.087443 211.389512 \r\n",
+       "L 306.13108 211.402445 \r\n",
+       "L 309.174716 211.415152 \r\n",
+       "L 312.218352 211.427638 \r\n",
+       "L 315.261989 211.439911 \r\n",
+       "L 318.305625 211.451976 \r\n",
+       "L 321.349261 211.46384 \r\n",
+       "L 324.392898 211.475509 \r\n",
+       "L 327.436534 211.486988 \r\n",
+       "L 330.48017 211.498283 \r\n",
+       "L 333.523807 211.509399 \r\n",
+       "L 336.567443 211.52034 \r\n",
+       "L 339.61108 211.531111 \r\n",
+       "L 342.654716 211.541717 \r\n",
+       "L 345.698352 211.552163 \r\n",
+       "L 348.741989 211.562453 \r\n",
+       "L 351.785625 211.57259 \r\n",
+       "L 354.829261 211.582579 \r\n",
+       "L 357.872898 211.592423 \r\n",
+       "L 360.916534 211.602126 \r\n",
+       "L 363.96017 211.611692 \r\n",
+       "L 367.003807 211.621123 \r\n",
+       "L 370.047443 211.630424 \r\n",
+       "\" style=\"fill:none;stroke:#bfbf00;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_19\">\r\n",
+       "    <path clip-path=\"url(#p75598e01c4)\" d=\"M 65.683807 207.455729 \r\n",
+       "L 68.727443 196.896944 \r\n",
+       "L 71.77108 184.906306 \r\n",
+       "L 74.814716 172.433195 \r\n",
+       "L 77.858352 160.483259 \r\n",
+       "L 80.901989 149.775463 \r\n",
+       "L 83.945625 140.596997 \r\n",
+       "L 86.989261 132.897062 \r\n",
+       "L 90.032898 126.460359 \r\n",
+       "L 93.076534 121.035772 \r\n",
+       "L 96.12017 116.398218 \r\n",
+       "L 99.163807 112.366971 \r\n",
+       "L 102.207443 108.8042 \r\n",
+       "L 105.25108 105.60716 \r\n",
+       "L 108.294716 102.699801 \r\n",
+       "L 111.338352 100.025718 \r\n",
+       "L 114.381989 97.542749 \r\n",
+       "L 117.425625 95.219029 \r\n",
+       "L 120.469261 93.030142 \r\n",
+       "L 123.512898 90.957106 \r\n",
+       "L 126.556534 88.984935 \r\n",
+       "L 129.60017 87.101615 \r\n",
+       "L 132.643807 85.29737 \r\n",
+       "L 135.687443 83.564131 \r\n",
+       "L 138.73108 81.895149 \r\n",
+       "L 141.774716 80.284709 \r\n",
+       "L 144.818352 78.72792 \r\n",
+       "L 147.861989 77.220552 \r\n",
+       "L 150.905625 75.758913 \r\n",
+       "L 153.949261 74.339756 \r\n",
+       "L 156.992898 72.960205 \r\n",
+       "L 160.036534 71.617695 \r\n",
+       "L 163.08017 70.309925 \r\n",
+       "L 166.123807 69.034822 \r\n",
+       "L 169.167443 67.790509 \r\n",
+       "L 172.21108 66.575278 \r\n",
+       "L 175.254716 65.387571 \r\n",
+       "L 178.298352 64.22596 \r\n",
+       "L 181.341989 63.089133 \r\n",
+       "L 184.385625 61.975883 \r\n",
+       "L 187.429261 60.885092 \r\n",
+       "L 190.472898 59.815725 \r\n",
+       "L 193.516534 58.766823 \r\n",
+       "L 196.56017 57.737491 \r\n",
+       "L 199.603807 56.726897 \r\n",
+       "L 202.647443 55.734263 \r\n",
+       "L 205.69108 54.758861 \r\n",
+       "L 208.734716 53.800008 \r\n",
+       "L 211.778352 52.857064 \r\n",
+       "L 214.821989 51.929427 \r\n",
+       "L 217.865625 51.01653 \r\n",
+       "L 220.909261 50.117839 \r\n",
+       "L 223.952898 49.232848 \r\n",
+       "L 226.996534 48.361083 \r\n",
+       "L 230.04017 47.502091 \r\n",
+       "L 233.083807 46.655445 \r\n",
+       "L 236.127443 45.82074 \r\n",
+       "L 239.17108 44.997592 \r\n",
+       "L 242.214716 44.185634 \r\n",
+       "L 245.258352 43.38452 \r\n",
+       "L 248.301989 42.593919 \r\n",
+       "L 251.345625 41.813514 \r\n",
+       "L 254.389261 41.043006 \r\n",
+       "L 257.432898 40.282108 \r\n",
+       "L 260.476534 39.530546 \r\n",
+       "L 263.52017 38.788057 \r\n",
+       "L 266.563807 38.054391 \r\n",
+       "L 269.607443 37.329308 \r\n",
+       "L 272.65108 36.612578 \r\n",
+       "L 275.694716 35.903982 \r\n",
+       "L 278.738352 35.203308 \r\n",
+       "L 281.781989 34.510352 \r\n",
+       "L 284.825625 33.824921 \r\n",
+       "L 287.869261 33.146827 \r\n",
+       "L 290.912898 32.47589 \r\n",
+       "L 293.956534 31.811938 \r\n",
+       "L 297.00017 31.154803 \r\n",
+       "L 300.043807 30.504325 \r\n",
+       "L 303.087443 29.86035 \r\n",
+       "L 306.13108 29.222729 \r\n",
+       "L 309.174716 28.591317 \r\n",
+       "L 312.218352 27.965976 \r\n",
+       "L 315.261989 27.346573 \r\n",
+       "L 318.305625 26.732978 \r\n",
+       "L 321.349261 26.125065 \r\n",
+       "L 324.392898 25.522715 \r\n",
+       "L 327.436534 24.92581 \r\n",
+       "L 330.48017 24.334238 \r\n",
+       "L 333.523807 23.747889 \r\n",
+       "L 336.567443 23.166657 \r\n",
+       "L 339.61108 22.59044 \r\n",
+       "L 342.654716 22.019138 \r\n",
+       "L 345.698352 21.452655 \r\n",
+       "L 348.741989 20.890898 \r\n",
+       "L 351.785625 20.333776 \r\n",
+       "L 354.829261 19.781201 \r\n",
+       "L 357.872898 19.233088 \r\n",
+       "L 360.916534 18.689355 \r\n",
+       "L 363.96017 18.14992 \r\n",
+       "L 367.003807 17.614706 \r\n",
+       "L 370.047443 17.083636 \r\n",
+       "\" style=\"fill:none;stroke:#0000ff;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_3\">\r\n",
+       "    <path d=\"M 50.465625 224.64 \r\n",
+       "L 50.465625 7.2 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_4\">\r\n",
+       "    <path d=\"M 385.265625 224.64 \r\n",
+       "L 385.265625 7.2 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_5\">\r\n",
+       "    <path d=\"M 50.465625 224.64 \r\n",
+       "L 385.265625 224.64 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_6\">\r\n",
+       "    <path d=\"M 50.465625 7.2 \r\n",
+       "L 385.265625 7.2 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"legend_1\">\r\n",
+       "    <g id=\"patch_7\">\r\n",
+       "     <path d=\"M 303.70625 89.878125 \r\n",
+       "L 378.265625 89.878125 \r\n",
+       "Q 380.265625 89.878125 380.265625 87.878125 \r\n",
+       "L 380.265625 14.2 \r\n",
+       "Q 380.265625 12.2 378.265625 12.2 \r\n",
+       "L 303.70625 12.2 \r\n",
+       "Q 301.70625 12.2 301.70625 14.2 \r\n",
+       "L 301.70625 87.878125 \r\n",
+       "Q 301.70625 89.878125 303.70625 89.878125 \r\n",
+       "z\r\n",
+       "\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_18\">\r\n",
+       "     <!-- Energy Levels -->\r\n",
+       "     <g transform=\"translate(306.085938 23.798437)scale(0.1 -0.1)\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 56.203125 29.59375 \r\n",
+       "L 56.203125 25.203125 \r\n",
+       "L 14.890625 25.203125 \r\n",
+       "Q 15.484375 15.921875 20.484375 11.0625 \r\n",
+       "Q 25.484375 6.203125 34.421875 6.203125 \r\n",
+       "Q 39.59375 6.203125 44.453125 7.46875 \r\n",
+       "Q 49.3125 8.734375 54.109375 11.28125 \r\n",
+       "L 54.109375 2.78125 \r\n",
+       "Q 49.265625 0.734375 44.1875 -0.34375 \r\n",
+       "Q 39.109375 -1.421875 33.890625 -1.421875 \r\n",
+       "Q 20.796875 -1.421875 13.15625 6.1875 \r\n",
+       "Q 5.515625 13.8125 5.515625 26.8125 \r\n",
+       "Q 5.515625 40.234375 12.765625 48.109375 \r\n",
+       "Q 20.015625 56 32.328125 56 \r\n",
+       "Q 43.359375 56 49.78125 48.890625 \r\n",
+       "Q 56.203125 41.796875 56.203125 29.59375 \r\n",
+       "z\r\n",
+       "M 47.21875 32.234375 \r\n",
+       "Q 47.125 39.59375 43.09375 43.984375 \r\n",
+       "Q 39.0625 48.390625 32.421875 48.390625 \r\n",
+       "Q 24.90625 48.390625 20.390625 44.140625 \r\n",
+       "Q 15.875 39.890625 15.1875 32.171875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-101\"/>\r\n",
+       "       <path d=\"M 41.109375 46.296875 \r\n",
+       "Q 39.59375 47.171875 37.8125 47.578125 \r\n",
+       "Q 36.03125 48 33.890625 48 \r\n",
+       "Q 26.265625 48 22.1875 43.046875 \r\n",
+       "Q 18.109375 38.09375 18.109375 28.8125 \r\n",
+       "L 18.109375 0 \r\n",
+       "L 9.078125 0 \r\n",
+       "L 9.078125 54.6875 \r\n",
+       "L 18.109375 54.6875 \r\n",
+       "L 18.109375 46.1875 \r\n",
+       "Q 20.953125 51.171875 25.484375 53.578125 \r\n",
+       "Q 30.03125 56 36.53125 56 \r\n",
+       "Q 37.453125 56 38.578125 55.875 \r\n",
+       "Q 39.703125 55.765625 41.0625 55.515625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-114\"/>\r\n",
+       "       <path d=\"M 45.40625 27.984375 \r\n",
+       "Q 45.40625 37.75 41.375 43.109375 \r\n",
+       "Q 37.359375 48.484375 30.078125 48.484375 \r\n",
+       "Q 22.859375 48.484375 18.828125 43.109375 \r\n",
+       "Q 14.796875 37.75 14.796875 27.984375 \r\n",
+       "Q 14.796875 18.265625 18.828125 12.890625 \r\n",
+       "Q 22.859375 7.515625 30.078125 7.515625 \r\n",
+       "Q 37.359375 7.515625 41.375 12.890625 \r\n",
+       "Q 45.40625 18.265625 45.40625 27.984375 \r\n",
+       "z\r\n",
+       "M 54.390625 6.78125 \r\n",
+       "Q 54.390625 -7.171875 48.1875 -13.984375 \r\n",
+       "Q 42 -20.796875 29.203125 -20.796875 \r\n",
+       "Q 24.46875 -20.796875 20.265625 -20.09375 \r\n",
+       "Q 16.0625 -19.390625 12.109375 -17.921875 \r\n",
+       "L 12.109375 -9.1875 \r\n",
+       "Q 16.0625 -11.328125 19.921875 -12.34375 \r\n",
+       "Q 23.78125 -13.375 27.78125 -13.375 \r\n",
+       "Q 36.625 -13.375 41.015625 -8.765625 \r\n",
+       "Q 45.40625 -4.15625 45.40625 5.171875 \r\n",
+       "L 45.40625 9.625 \r\n",
+       "Q 42.625 4.78125 38.28125 2.390625 \r\n",
+       "Q 33.9375 0 27.875 0 \r\n",
+       "Q 17.828125 0 11.671875 7.65625 \r\n",
+       "Q 5.515625 15.328125 5.515625 27.984375 \r\n",
+       "Q 5.515625 40.671875 11.671875 48.328125 \r\n",
+       "Q 17.828125 56 27.875 56 \r\n",
+       "Q 33.9375 56 38.28125 53.609375 \r\n",
+       "Q 42.625 51.21875 45.40625 46.390625 \r\n",
+       "L 45.40625 54.6875 \r\n",
+       "L 54.390625 54.6875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-103\"/>\r\n",
+       "       <path d=\"M 32.171875 -5.078125 \r\n",
+       "Q 28.375 -14.84375 24.75 -17.8125 \r\n",
+       "Q 21.140625 -20.796875 15.09375 -20.796875 \r\n",
+       "L 7.90625 -20.796875 \r\n",
+       "L 7.90625 -13.28125 \r\n",
+       "L 13.1875 -13.28125 \r\n",
+       "Q 16.890625 -13.28125 18.9375 -11.515625 \r\n",
+       "Q 21 -9.765625 23.484375 -3.21875 \r\n",
+       "L 25.09375 0.875 \r\n",
+       "L 2.984375 54.6875 \r\n",
+       "L 12.5 54.6875 \r\n",
+       "L 29.59375 11.921875 \r\n",
+       "L 46.6875 54.6875 \r\n",
+       "L 56.203125 54.6875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-121\"/>\r\n",
+       "       <path id=\"DejaVuSans-32\"/>\r\n",
+       "       <path d=\"M 9.8125 72.90625 \r\n",
+       "L 19.671875 72.90625 \r\n",
+       "L 19.671875 8.296875 \r\n",
+       "L 55.171875 8.296875 \r\n",
+       "L 55.171875 0 \r\n",
+       "L 9.8125 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-76\"/>\r\n",
+       "       <path d=\"M 2.984375 54.6875 \r\n",
+       "L 12.5 54.6875 \r\n",
+       "L 29.59375 8.796875 \r\n",
+       "L 46.6875 54.6875 \r\n",
+       "L 56.203125 54.6875 \r\n",
+       "L 35.6875 0 \r\n",
+       "L 23.484375 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-118\"/>\r\n",
+       "       <path d=\"M 9.421875 75.984375 \r\n",
+       "L 18.40625 75.984375 \r\n",
+       "L 18.40625 0 \r\n",
+       "L 9.421875 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-108\"/>\r\n",
+       "       <path d=\"M 44.28125 53.078125 \r\n",
+       "L 44.28125 44.578125 \r\n",
+       "Q 40.484375 46.53125 36.375 47.5 \r\n",
+       "Q 32.28125 48.484375 27.875 48.484375 \r\n",
+       "Q 21.1875 48.484375 17.84375 46.4375 \r\n",
+       "Q 14.5 44.390625 14.5 40.28125 \r\n",
+       "Q 14.5 37.15625 16.890625 35.375 \r\n",
+       "Q 19.28125 33.59375 26.515625 31.984375 \r\n",
+       "L 29.59375 31.296875 \r\n",
+       "Q 39.15625 29.25 43.1875 25.515625 \r\n",
+       "Q 47.21875 21.78125 47.21875 15.09375 \r\n",
+       "Q 47.21875 7.46875 41.1875 3.015625 \r\n",
+       "Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
+       "Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
+       "Q 10.6875 0.296875 5.421875 2 \r\n",
+       "L 5.421875 11.28125 \r\n",
+       "Q 10.40625 8.6875 15.234375 7.390625 \r\n",
+       "Q 20.0625 6.109375 24.8125 6.109375 \r\n",
+       "Q 31.15625 6.109375 34.5625 8.28125 \r\n",
+       "Q 37.984375 10.453125 37.984375 14.40625 \r\n",
+       "Q 37.984375 18.0625 35.515625 20.015625 \r\n",
+       "Q 33.0625 21.96875 24.703125 23.78125 \r\n",
+       "L 21.578125 24.515625 \r\n",
+       "Q 13.234375 26.265625 9.515625 29.90625 \r\n",
+       "Q 5.8125 33.546875 5.8125 39.890625 \r\n",
+       "Q 5.8125 47.609375 11.28125 51.796875 \r\n",
+       "Q 16.75 56 26.8125 56 \r\n",
+       "Q 31.78125 56 36.171875 55.265625 \r\n",
+       "Q 40.578125 54.546875 44.28125 53.078125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-115\"/>\r\n",
+       "      </defs>\r\n",
+       "      <use xlink:href=\"#DejaVuSans-69\"/>\r\n",
+       "      <use x=\"63.183594\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
+       "      <use x=\"126.5625\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
+       "      <use x=\"188.085938\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
+       "      <use x=\"227.449219\" xlink:href=\"#DejaVuSans-103\"/>\r\n",
+       "      <use x=\"290.925781\" xlink:href=\"#DejaVuSans-121\"/>\r\n",
+       "      <use x=\"350.105469\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
+       "      <use x=\"381.892578\" xlink:href=\"#DejaVuSans-76\"/>\r\n",
+       "      <use x=\"435.855469\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
+       "      <use x=\"497.378906\" xlink:href=\"#DejaVuSans-118\"/>\r\n",
+       "      <use x=\"556.558594\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
+       "      <use x=\"618.082031\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
+       "      <use x=\"645.865234\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_20\">\r\n",
+       "     <path d=\"M 305.70625 35.020312 \r\n",
+       "L 325.70625 35.020312 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_21\"/>\r\n",
+       "    <g id=\"text_19\">\r\n",
+       "     <!-- &lt;1|n|0&gt; -->\r\n",
+       "     <g transform=\"translate(333.70625 38.520312)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-60\"/>\r\n",
+       "      <use x=\"83.789062\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "      <use x=\"147.412109\" xlink:href=\"#DejaVuSans-124\"/>\r\n",
+       "      <use x=\"181.103516\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
+       "      <use x=\"244.482422\" xlink:href=\"#DejaVuSans-124\"/>\r\n",
+       "      <use x=\"278.173828\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      <use x=\"341.796875\" xlink:href=\"#DejaVuSans-62\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_22\">\r\n",
+       "     <path d=\"M 305.70625 50.020312 \r\n",
+       "L 325.70625 50.020312 \r\n",
+       "\" style=\"fill:none;stroke:#ff0000;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_23\"/>\r\n",
+       "    <g id=\"text_20\">\r\n",
+       "     <!-- &lt;2|n|0&gt; -->\r\n",
+       "     <g transform=\"translate(333.70625 53.520312)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-60\"/>\r\n",
+       "      <use x=\"83.789062\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "      <use x=\"147.412109\" xlink:href=\"#DejaVuSans-124\"/>\r\n",
+       "      <use x=\"181.103516\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
+       "      <use x=\"244.482422\" xlink:href=\"#DejaVuSans-124\"/>\r\n",
+       "      <use x=\"278.173828\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      <use x=\"341.796875\" xlink:href=\"#DejaVuSans-62\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_24\">\r\n",
+       "     <path d=\"M 305.70625 65.020312 \r\n",
+       "L 325.70625 65.020312 \r\n",
+       "\" style=\"fill:none;stroke:#bfbf00;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_25\"/>\r\n",
+       "    <g id=\"text_21\">\r\n",
+       "     <!-- &lt;3|n|0&gt; -->\r\n",
+       "     <g transform=\"translate(333.70625 68.520312)scale(0.1 -0.1)\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 40.578125 39.3125 \r\n",
+       "Q 47.65625 37.796875 51.625 33 \r\n",
+       "Q 55.609375 28.21875 55.609375 21.1875 \r\n",
+       "Q 55.609375 10.40625 48.1875 4.484375 \r\n",
+       "Q 40.765625 -1.421875 27.09375 -1.421875 \r\n",
+       "Q 22.515625 -1.421875 17.65625 -0.515625 \r\n",
+       "Q 12.796875 0.390625 7.625 2.203125 \r\n",
+       "L 7.625 11.71875 \r\n",
+       "Q 11.71875 9.328125 16.59375 8.109375 \r\n",
+       "Q 21.484375 6.890625 26.8125 6.890625 \r\n",
+       "Q 36.078125 6.890625 40.9375 10.546875 \r\n",
+       "Q 45.796875 14.203125 45.796875 21.1875 \r\n",
+       "Q 45.796875 27.640625 41.28125 31.265625 \r\n",
+       "Q 36.765625 34.90625 28.71875 34.90625 \r\n",
+       "L 20.21875 34.90625 \r\n",
+       "L 20.21875 43.015625 \r\n",
+       "L 29.109375 43.015625 \r\n",
+       "Q 36.375 43.015625 40.234375 45.921875 \r\n",
+       "Q 44.09375 48.828125 44.09375 54.296875 \r\n",
+       "Q 44.09375 59.90625 40.109375 62.90625 \r\n",
+       "Q 36.140625 65.921875 28.71875 65.921875 \r\n",
+       "Q 24.65625 65.921875 20.015625 65.03125 \r\n",
+       "Q 15.375 64.15625 9.8125 62.3125 \r\n",
+       "L 9.8125 71.09375 \r\n",
+       "Q 15.4375 72.65625 20.34375 73.4375 \r\n",
+       "Q 25.25 74.21875 29.59375 74.21875 \r\n",
+       "Q 40.828125 74.21875 47.359375 69.109375 \r\n",
+       "Q 53.90625 64.015625 53.90625 55.328125 \r\n",
+       "Q 53.90625 49.265625 50.4375 45.09375 \r\n",
+       "Q 46.96875 40.921875 40.578125 39.3125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-51\"/>\r\n",
+       "      </defs>\r\n",
+       "      <use xlink:href=\"#DejaVuSans-60\"/>\r\n",
+       "      <use x=\"83.789062\" xlink:href=\"#DejaVuSans-51\"/>\r\n",
+       "      <use x=\"147.412109\" xlink:href=\"#DejaVuSans-124\"/>\r\n",
+       "      <use x=\"181.103516\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
+       "      <use x=\"244.482422\" xlink:href=\"#DejaVuSans-124\"/>\r\n",
+       "      <use x=\"278.173828\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      <use x=\"341.796875\" xlink:href=\"#DejaVuSans-62\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_26\">\r\n",
+       "     <path d=\"M 305.70625 80.020312 \r\n",
+       "L 325.70625 80.020312 \r\n",
+       "\" style=\"fill:none;stroke:#0000ff;stroke-linecap:square;stroke-width:1.5;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_27\"/>\r\n",
+       "    <g id=\"text_22\">\r\n",
+       "     <!-- &lt;2|n|1&gt; -->\r\n",
+       "     <g transform=\"translate(333.70625 83.520312)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-60\"/>\r\n",
+       "      <use x=\"83.789062\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "      <use x=\"147.412109\" xlink:href=\"#DejaVuSans-124\"/>\r\n",
+       "      <use x=\"181.103516\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
+       "      <use x=\"244.482422\" xlink:href=\"#DejaVuSans-124\"/>\r\n",
+       "      <use x=\"278.173828\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "      <use x=\"341.796875\" xlink:href=\"#DejaVuSans-62\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "  </g>\r\n",
+       " </g>\r\n",
+       " <defs>\r\n",
+       "  <clipPath id=\"p75598e01c4\">\r\n",
+       "   <rect height=\"217.44\" width=\"334.8\" x=\"50.465625\" y=\"7.2\"/>\r\n",
+       "  </clipPath>\r\n",
+       " </defs>\r\n",
+       "</svg>\r\n"
+      ],
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.plot(x,m10,'k',label=\"<1|n|0>\")\n",
+    "plt.plot(x,m20,'r',label=\"<2|n|0>\")\n",
+    "plt.plot(x,m30,'y',label=\"<3|n|0>\")\n",
+    "plt.plot(x,m21,'b',label=\"<2|n|1>\")\n",
+    "plt.xlabel(\"Ej/Ec\")\n",
+    "plt.ylabel(\"<i|n|j>\")\n",
+    "plt.legend(title=\"Energy Levels\", loc='upper right')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We see that the above plot closely matches Fig. 7 of Koch et al. (2007) PRA. Physically, we see that the coupling between adjacent transmon states ($<1|n|0>$ and $<2|n|1>$) is the only significant coupling in the $E_{J} >> E_{C}$ regime. The coupling between non-adjacent states (like m=0 and m=2) is essentially zero at all values of $E_{J}/E_{C}$. "
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -834,7 +10940,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 30,
    "metadata": {},
    "outputs": [
     {
@@ -863,7 +10969,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 31,
    "metadata": {},
    "outputs": [
     {
@@ -962,13 +11068,6 @@
    "source": [
     "This section is currently in development. "
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {
diff --git a/qiskit_metal/qlibrary/__init__.py b/qiskit_metal/qlibrary/__init__.py
index 47d0c4380..7ebaf7536 100644
--- a/qiskit_metal/qlibrary/__init__.py
+++ b/qiskit_metal/qlibrary/__init__.py
@@ -116,6 +116,7 @@
     TransmonPocket6
     TransmonPocketTeeth
     TunableCoupler01
+    SQUID_LOOP
 
 
 Submodules
@@ -170,5 +171,6 @@
     from .qubits.transmon_pocket_cl import TransmonPocketCL
     from .qubits.transmon_pocket_6 import TransmonPocket6
     from .qubits.transmon_pocket_teeth import TransmonPocketTeeth
+    from .qubits.SQUID_loop import SQUID_LOOP
 
     from .tlines import anchored_path
diff --git a/qiskit_metal/qlibrary/qubits/SQUID_loop.py b/qiskit_metal/qlibrary/qubits/SQUID_loop.py
new file mode 100644
index 000000000..38ed042a0
--- /dev/null
+++ b/qiskit_metal/qlibrary/qubits/SQUID_loop.py
@@ -0,0 +1,146 @@
+# -*- coding: utf-8 -*-
+
+# This code is part of Qiskit.
+#
+# (C) Copyright IBM 2017, 2021.
+#
+# This code is licensed under the Apache License, Version 2.0. You may
+# obtain a copy of this license in the LICENSE.txt file in the root directory
+# of this source tree or at http://www.apache.org/licenses/LICENSE-2.0.
+#
+# Any modifications or derivative works of this code must retain this
+# copyright notice, and modified files need to carry a notice indicating
+# that they have been altered from the originals.
+"""SQUID_loop.
+
+.. code-block:
+:      
+    |                                                   |
+    |                                                   |
+    |-----seg a-----|JJ|-- seg b-------|                |
+    |                                  |              plate 2
+    |                                  |                |
+  plate1                             seg c ---seg d-----|
+    |                                  |                |
+    |                                  |                |
+    |--seg a lower--|JJ|--seg b lower--|                |
+    |                                                   |
+    |                                                   |
+"""
+from qiskit_metal import draw, Dict
+from qiskit_metal.qlibrary.core.base import QComponent
+import numpy as np
+
+
+class SQUID_LOOP(QComponent):
+    """
+    The base "SQUID_LOOP" inherits the "QComponent" class.
+
+    This creates a simple SQUID loop consisting of two Josephson
+    junctions (JJs) located on opposite sides of a rectangular loop.
+    The design consists of eight separate rectangles: plate1, 
+    segment a (and segment a lower), segment b (and segment b lower),
+    segment c, segment d and plate 2. The two JJs are locatd between
+    segments and a and b (and also between segments a lower and b
+    lower.) 
+    
+    .. image::
+        SQUID_LOOP.png
+
+    Default Options:
+        * plate1_width: '5.5um' -- width of plate1 (left)  
+        * plate1_height: '40um' -- height of plate1 (left)
+        * plate1_x_pos: '0' -- origin of the plate1 (left)
+        * plate1_y_pos: '0' -- origin of the plate1 (left) 
+        * squid_gap: '10um' -- space between 'seg a' and 'seg a lower'
+        * segment_a_length: '10um' -- lenght of seg a
+        * segment_a_width: '1um' -- width of seg a 
+        * JJ_gap: '0.5um' -- space between seg a and seg b
+        * segment_b_length: '5um' -- length of seg b
+        * segment_b_width: '1um' -- width of seg b
+        * segment_c_width: '10um' -- length of seg c
+        * segment_d_length: '10um' -- length of seg d
+        * segment_d_width: '2um' -- width of seg d 
+        * plate2_width: '6um' -- width of plate 2 (right)
+        * plate2_height: '30um' -- height of plate 2 (right)
+        * rotation: '0.0' -- rotation angle in degrees
+        * x_pos: '0.0' -- final x-coordinate of plate 1 center
+        * y_pos: '0.0' -- final y-coordinate of plate 1 center
+        * layer: '1' -- layer 1 in design hierarchy
+    """
+    # Default drawing options
+    default_options = Dict(plate1_width='5.5um',
+                           plate1_height='40um',
+                           plate1_x_pos='0',
+                           plate1_y_pos='0',
+                           squid_gap='10um',
+                           segment_a_length='10um',
+                           segment_a_width='1um',
+                           JJ_gap='0.5um',
+                           segment_b_length='5um',
+                           segment_b_width='1um',
+                           segment_c_width='1um',
+                           segment_d_length='10um',
+                           segment_d_width='2um',
+                           plate2_width='6um',
+                           plate2_height='30um',
+                           rotation='0.0',
+                           x_pos='0.0',
+                           y_pos='0.0',
+                           layer='1')
+    """Default drawing options"""
+
+    # Name prefix of component, if user doesn't provide name
+    component_metadata = Dict(short_name='component')
+    """Component metadata"""
+
+    def make(self):
+        """Convert self.options into QGeometry."""
+
+        p = self.parse_options()  # Parse the string options into numbers
+
+        # draw the lower pad as a rectangle
+        plate1 = draw.rectangle(p.plate1_width, p.plate1_height, p.plate1_x_pos,
+                                p.plate1_y_pos)
+
+        segment_a = draw.rectangle(p.segment_a_length, p.segment_a_width,
+                                   0.5 * (p.plate1_width + p.segment_a_length),
+                                   0.5 * (p.squid_gap + p.segment_a_width))
+
+        segment_a_lower = draw.translate(
+            segment_a, 0.0, -1.0 * (p.squid_gap + p.segment_a_width))
+
+        segment_b = draw.rectangle(
+            p.segment_b_length, p.segment_b_width,
+            0.5 * (p.plate1_width + p.segment_b_length) + p.JJ_gap +
+            p.segment_a_length, 0.5 * (p.squid_gap + p.segment_b_width))
+
+        segment_b_lower = draw.translate(
+            segment_b, 0.0, -1.0 * (p.squid_gap + p.segment_b_width))
+
+        segment_c = draw.rectangle(
+            p.segment_c_width,
+            p.squid_gap + p.segment_a_width + p.segment_b_width,
+            0.5 * (p.plate1_width + p.segment_c_width) + p.segment_a_length +
+            p.segment_b_length + p.JJ_gap, p.plate1_y_pos)
+
+        segment_d = draw.rectangle(
+            p.segment_d_length, p.segment_d_width,
+            0.5 * (p.plate1_width + p.segment_d_length) + p.segment_a_length +
+            p.segment_b_length + p.JJ_gap + p.segment_c_width, p.plate1_y_pos)
+
+        plate2 = draw.rectangle(
+            p.plate2_width, p.plate2_height, 0.5 *
+            (p.plate1_width + p.plate2_width) + p.segment_a_length + p.JJ_gap +
+            p.segment_b_length + p.segment_c_width + p.segment_d_length,
+            p.plate1_y_pos)
+
+        design1 = draw.union(plate1, segment_a, segment_a_lower, segment_b,
+                             segment_b_lower, segment_c, segment_d, plate2)
+
+        # now translate and rotate the final structure
+        design1 = draw.rotate(design1, p.rotation, origin=(0, 0))
+        design1 = draw.translate(design1, p.x_pos, p.y_pos)
+
+        geom = {'design': design1}
+        self.add_qgeometry('poly', geom, layer=p.layer, subtract=False)
diff --git a/tutorials/4 Analysis/D. Hamiltonian models - after quantization/4.34 Transmon qubit CPB hamiltonian charge basis.ipynb b/tutorials/4 Analysis/D. Hamiltonian models - after quantization/4.34 Transmon qubit CPB hamiltonian charge basis.ipynb
index c3d4315e3..09dec029f 100644
--- a/tutorials/4 Analysis/D. Hamiltonian models - after quantization/4.34 Transmon qubit CPB hamiltonian charge basis.ipynb
+++ b/tutorials/4 Analysis/D. Hamiltonian models - after quantization/4.34 Transmon qubit CPB hamiltonian charge basis.ipynb
@@ -2,21 +2,20 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "metadata": {},
    "source": [
     "# Modeling transmon qubit Cooper-pair box Hamiltonian in the charge basis "
-   ]
+   ],
+   "metadata": {}
   },
   {
    "cell_type": "markdown",
-   "metadata": {},
    "source": [
     "(Zlatko Minev, Christopher Warren, Nick Lanzillo 2021)"
-   ]
+   ],
+   "metadata": {}
   },
   {
    "cell_type": "markdown",
-   "metadata": {},
    "source": [
     "This module models the transmon qubit in the cooper-pair charge basis, assuming wrapped junction phase variable. The Hamiltonian is given by: \n",
     "\n",
@@ -71,717 +70,849 @@
     "    @date: 2020, 2021\n",
     "\n",
     "\n"
-   ]
+   ],
+   "metadata": {}
   },
   {
    "cell_type": "markdown",
-   "metadata": {},
    "source": [
     "Let's start by importing the key modules for this demo: "
-   ]
+   ],
+   "metadata": {}
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
-   "outputs": [],
    "source": [
-    "%load_ext autoreload\n",
-    "%autoreload 2\n",
-    "%config IPCompleter.greedy = True\n",
-    "%matplotlib inline\n",
-    "%config Completer.use_jedi = False\n",
-    "%config InlineBackend.figure_format = 'svg'\n",
-    "\n",
-    "from qiskit_metal.analyses.hamiltonian.transmon_charge_basis import Hcpb\n",
-    "from qiskit_metal.analyses.hamiltonian.transmon_CPB_analytic import Hcpb_analytic\n",
-    "import pandas as pd\n",
-    "import matplotlib.pyplot as plt\n",
+    "%load_ext autoreload\r\n",
+    "%autoreload 2\r\n",
+    "%config IPCompleter.greedy = True\r\n",
+    "%matplotlib inline\r\n",
+    "%config Completer.use_jedi = False\r\n",
+    "%config InlineBackend.figure_format = 'svg'\r\n",
+    "\r\n",
+    "from qiskit_metal.analyses.hamiltonian.transmon_charge_basis import Hcpb\r\n",
+    "from qiskit_metal.analyses.hamiltonian.transmon_CPB_analytic import Hcpb_analytic\r\n",
+    "import pandas as pd\r\n",
+    "import matplotlib.pyplot as plt\r\n",
     "import numpy as np"
-   ]
+   ],
+   "outputs": [],
+   "metadata": {}
   },
   {
    "cell_type": "markdown",
-   "metadata": {},
    "source": [
     "## Let's model a transmon "
-   ]
+   ],
+   "metadata": {}
   },
   {
    "cell_type": "markdown",
-   "metadata": {},
    "source": [
     "### Energy levels"
-   ]
+   ],
+   "metadata": {}
   },
   {
+   "cell_type": "markdown",
    "source": [
     "We can get a feel for how to use the Hcpb class by plotting the first few eigenvalues as a function of offset charge, similar to the plots reported in Phys. Rev. A 76, 042319 (2007.) Let's start by defining the range of offset charge from -2.0 to +2.0 and also by defining a normalization for the eigenvalues, which will be the transition energy between the first two states evaluated at the degenercy point where ng=0.5. For this exercise, we'll take Josephson Energy to be equal to the charging energy:"
    ],
-   "cell_type": "markdown",
    "metadata": {}
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
-   "outputs": [],
    "source": [
-    "x = np.linspace(-2.0,2.0,101) # this represents the charging energy (ng)\n",
-    "H_norm = Hcpb(nlevels=2, Ej=1000.0, Ec=1000.0, ng=0.5) # Hamiltonian definition \n",
+    "x = np.linspace(-2.0,2.0,101) # this represents the charging energy (ng)\r\n",
+    "H_norm = Hcpb(nlevels=2, Ej=1000.0, Ec=1000.0, ng=0.5) # Hamiltonian definition \r\n",
     "norm = H_norm.fij(0,1) # normalization constant "
-   ]
+   ],
+   "outputs": [],
+   "metadata": {}
   },
   {
+   "cell_type": "markdown",
    "source": [
     "Next, we'll sweep over the offset charge and calculate the first three eigenvalues for a given value of ng. We'll need to define a new Hamiltonian for this. "
    ],
-   "cell_type": "markdown",
    "metadata": {}
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
-   "outputs": [],
    "source": [
-    "E0, E1, E2 = [], [], []\n",
-    "\n",
-    "# For a given value of offset charge (ng, represented by x) we will calculate the CPB Hamiltonian using the previously assigned values of E_J and E_C. Then we calculate the eigenvalue for a given value of m.\n",
-    "for i in x: \n",
-    "    H = Hcpb(nlevels=3, Ej=1000.0, Ec=1000.0, ng=i)\n",
-    "    E0.append(H.evalue_k(0)/norm)\n",
-    "    E1.append(H.evalue_k(1)/norm)\n",
-    "    E2.append(H.evalue_k(2)/norm)\n",
-    "\n",
-    "# define the minimum of E0 and set this to E=0\n",
-    "floor = min(E0) \n",
-    " \n",
-    "plt.plot(x, E0 - floor, 'k', label=\"m=0\")\n",
-    "plt.plot(x, E1 - floor, 'r', label=\"m=1\")\n",
-    "plt.plot(x, E2 - floor, 'b', label=\"m=2\")\n",
-    "plt.xlabel(\"ng\")\n",
-    "plt.ylabel(\"Em/E01\")\n",
+    "E0, E1, E2 = [], [], []\r\n",
+    "\r\n",
+    "# For a given value of offset charge (ng, represented by x) we will calculate the CPB Hamiltonian using the previously assigned values of E_J and E_C. Then we calculate the eigenvalue for a given value of m.\r\n",
+    "for i in x: \r\n",
+    "    H = Hcpb(nlevels=3, Ej=1000.0, Ec=1000.0, ng=i)\r\n",
+    "    E0.append(H.evalue_k(0)/norm)\r\n",
+    "    E1.append(H.evalue_k(1)/norm)\r\n",
+    "    E2.append(H.evalue_k(2)/norm)\r\n",
+    "\r\n",
+    "# define the minimum of E0 and set this to E=0\r\n",
+    "floor = min(E0) \r\n",
+    " \r\n",
+    "plt.plot(x, E0 - floor, 'k', label=\"m=0\")\r\n",
+    "plt.plot(x, E1 - floor, 'r', label=\"m=1\")\r\n",
+    "plt.plot(x, E2 - floor, 'b', label=\"m=2\")\r\n",
+    "plt.xlabel(\"ng\")\r\n",
+    "plt.ylabel(\"Em/E01\")\r\n",
     "plt.legend(title=\"Energy Level:\", loc='upper right')"
-   ]
+   ],
+   "outputs": [],
+   "metadata": {}
   },
   {
+   "cell_type": "markdown",
    "source": [
     "### Comparing with the Analytic Expressions for Energy"
    ],
-   "cell_type": "markdown",
    "metadata": {}
   },
   {
    "cell_type": "markdown",
-   "metadata": {},
    "source": [
     "We can compare calculated eigenvalues with the analytic solutions by using the \"Hcpb_analytic\" class, which calculates the transmon eigenvalues analytically using Mathieu characteristic values instead of a matrix-based approach. Let's compare the calculated values of the lowest energy at zero offset charge in both cases:  "
-   ]
+   ],
+   "metadata": {}
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
-   "outputs": [],
    "source": [
-    "# this is using the Hcpb approach as above, solving the charge basis tridiagonal eigenvalue problem:\n",
-    "H_CPB = Hcpb(nlevels=15, Ej=13971.3, Ec=295.2, ng=0.0)\n",
-    "\n",
-    "# this using the Hcpb_analytic class, which solves using the exact (analytic) solutions in terms of Mathieu characteristic values: \n",
-    "H_CPB_analytic = Hcpb_analytic(Ej=13971.3, Ec=295.2, ng=0.0)\n",
-    "\n",
-    "# print and compare energies \n",
-    "print(\"E0 (HCPB):\", H_CPB.evalue_k(0))\n",
-    "print(\"E0 (HCPB analytic):\", H_CPB_analytic.evalue_k(0))\n",
-    "print(\"Error:\", 100*(H_CPB_analytic.evalue_k(0) - H_CPB.evalue_k(0)) / H_CPB_analytic.evalue_k(0))\n"
-   ]
+    "# this is using the Hcpb approach as above, solving the charge basis tridiagonal eigenvalue problem:\r\n",
+    "H_CPB = Hcpb(nlevels=15, Ej=13971.3, Ec=295.2, ng=0.0)\r\n",
+    "\r\n",
+    "# this using the Hcpb_analytic class, which solves using the exact (analytic) solutions in terms of Mathieu characteristic values: \r\n",
+    "H_CPB_analytic = Hcpb_analytic(Ej=13971.3, Ec=295.2, ng=0.0)\r\n",
+    "\r\n",
+    "# print and compare energies \r\n",
+    "print(\"E0 (HCPB):\", H_CPB.evalue_k(0))\r\n",
+    "print(\"E0 (HCPB analytic):\", H_CPB_analytic.evalue_k(0))\r\n",
+    "print(\"Error:\", 100*(H_CPB_analytic.evalue_k(0) - H_CPB.evalue_k(0)) / H_CPB_analytic.evalue_k(0))\r\n"
+   ],
+   "outputs": [],
+   "metadata": {}
   },
   {
    "cell_type": "markdown",
-   "metadata": {},
    "source": [
     "As we can see above, the calculated eigenvalues using the Hcbp class match the analytic values extremely well. "
-   ]
+   ],
+   "metadata": {}
   },
   {
    "cell_type": "markdown",
-   "metadata": {},
    "source": [
     "### Wavefunctions "
-   ]
+   ],
+   "metadata": {}
   },
   {
+   "cell_type": "markdown",
    "source": [
     "Let's define a new Hamiltonian, this time with $E_{J} >> E_{C}$ and an offset charge of $ng=0.001$. We can calculate the transition energy between the lowest two states as well as the anharmonicity with the following: "
    ],
-   "cell_type": "markdown",
    "metadata": {}
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
-   "outputs": [],
    "source": [
-    "H = Hcpb(nlevels=3, Ej=13971.3, Ec=295.2, ng=0.001)\n",
-    "print(f\"\"\"\n",
-    "Transmon frequencies \n",
-    "\n",
-    " ω01/2π = {H.fij(0,1): 6.0f} MHz\n",
-    "   α/2π = {H.anharm(): 6.0f} MHz\n",
-    "\"\"\")\n"
-   ]
+    "H = Hcpb(nlevels=3, Ej=13971.3, Ec=295.2, ng=0.001)\r\n",
+    "print(f\"\"\"\r\n",
+    "Transmon frequencies \r\n",
+    "\r\n",
+    " ω01/2π = {H.fij(0,1): 6.0f} MHz\r\n",
+    "   α/2π = {H.anharm(): 6.0f} MHz\r\n",
+    "\"\"\")\r\n"
+   ],
+   "outputs": [],
+   "metadata": {}
   },
   {
+   "cell_type": "markdown",
    "source": [
     "Note that both the transition energy and the anharmonicity are read out in units of Megahertz (MHz.) "
    ],
-   "cell_type": "markdown",
    "metadata": {}
   },
   {
    "cell_type": "markdown",
-   "metadata": {},
    "source": [
     "We can plot the eigenstates (wavefunctions) of the transmon qubit using the commands below: "
-   ]
+   ],
+   "metadata": {}
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
-   "outputs": [],
    "source": [
-    "import matplotlib.pyplot as plt\n",
-    "for k in range (3):\n",
-    "    ψ, θ = H.psi_k(k,101)\n",
-    "    plt.plot(θ, ψ.real+ψ.imag, label=f\"|{k}>\") # it's in either quadrature, but not both\n",
-    "plt.xlabel(\"Junction phase θ (wrapped in the interval [-π, π])\")\n",
-    "plt.ylabel(\"Re(ψ(θ))\")\n",
+    "import matplotlib.pyplot as plt\r\n",
+    "for k in range (3):\r\n",
+    "    ψ, θ = H.psi_k(k,101)\r\n",
+    "    plt.plot(θ, ψ.real+ψ.imag, label=f\"|{k}>\") # it's in either quadrature, but not both\r\n",
+    "plt.xlabel(\"Junction phase θ (wrapped in the interval [-π, π])\")\r\n",
+    "plt.ylabel(\"Re(ψ(θ))\")\r\n",
     "plt.legend(title=\"Level\")"
-   ]
+   ],
+   "outputs": [],
+   "metadata": {}
   },
   {
    "cell_type": "markdown",
-   "metadata": {},
    "source": [
     "### Verifying Orthonormality of the Wavefunctions"
-   ]
+   ],
+   "metadata": {}
   },
   {
    "cell_type": "markdown",
-   "metadata": {},
    "source": [
     "Here, we can verify the orthonormality of the wavefunctions. Let's first take the first two eigenstates and verify that their inner product is zero, thereby confirming orthogonality. Note that since the wavefunctions can be complex, we need to take the complex conjugate of $\\Psi1$. "
-   ]
+   ],
+   "metadata": {}
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
-   "outputs": [],
    "source": [
-    "Psi0, theta0 = H.psi_k(0)\n",
-    "Psi1, theta1 = H.psi_k(1)\n",
+    "Psi0, theta0 = H.psi_k(0)\r\n",
+    "Psi1, theta1 = H.psi_k(1)\r\n",
     "print(np.dot(Psi0,Psi1.conj()))"
-   ]
+   ],
+   "outputs": [],
+   "metadata": {}
   },
   {
    "cell_type": "markdown",
-   "metadata": {},
    "source": [
     "Indeed, we see that the dot product is essentially zero (within numerical precision.) Next, let's take the inner product of the first eigenstate with itself, checking that we get an output of unity:"
-   ]
+   ],
+   "metadata": {}
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
-   "outputs": [],
    "source": [
-    "print(np.dot(Psi0, Psi0.conj()))\n",
+    "print(np.dot(Psi0, Psi0.conj()))\r\n",
     "print(np.dot(Psi1, Psi1.conj()))"
-   ]
+   ],
+   "outputs": [],
+   "metadata": {}
   },
   {
    "cell_type": "markdown",
-   "metadata": {},
    "source": [
     "Indeed we see that the dot products are essentially equal to unity, confirming that the states are appropriately normalized.  "
-   ]
+   ],
+   "metadata": {}
   },
   {
+   "cell_type": "markdown",
    "source": [
     "# Additional Analysis: Charge Dispersion, Energy Level Differences, Anharmonicity and Dephasing Time (T2)"
    ],
-   "cell_type": "markdown",
    "metadata": {}
   },
   {
+   "cell_type": "markdown",
    "source": [
     "### Charge Dispersion"
    ],
-   "cell_type": "markdown",
    "metadata": {}
   },
   {
+   "cell_type": "markdown",
    "source": [
     "The peak-to-peak value of the charge dispersion for the mth energy level is given by the expression: $\\epsilon_{m} = E_{m}(n_{g}=0.5) - E_{m}(n_{g}=0.0)$. We can plot $\\epsilon_{m}/E_{01}$ as a function of $E_{J}/E_{C}$ for the first few energy levels and reproduce the figure published in Phys. Rev. A 76, 042319 (2007) (Figure 4(a)). \n",
     "\n",
     "We can start by defining a value of charging energy and creating empty lists for $\\epsilon_{0}$ through $\\epsilon_{4}$: "
    ],
-   "cell_type": "markdown",
    "metadata": {}
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
-   "outputs": [],
    "source": [
-    "E_c=100.0 # charging energy \n",
-    "epsilon0, epsilon1, epsilon2, epsilon3 = [], [], [], []    # charge dispersion for m=0 through m=4\n",
+    "E_c=100.0 # charging energy \r\n",
+    "epsilon0, epsilon1, epsilon2, epsilon3 = [], [], [], []    # charge dispersion for m=0 through m=4\r\n",
     "x = np.linspace(1,140,101)           # this this ratio of Ej/Ec which will go on the x-axis. "
-   ]
+   ],
+   "outputs": [],
+   "metadata": {}
   },
   {
+   "cell_type": "markdown",
    "source": [
     "Next, we simply evaluate the expression given above for $\\epsilon_{m}$ based on $E_{m}$ and $E_{0}$. We use two separate Hamiltonians to do this; one evaluated at $n_{g}=0.5$ and one evaluated at $n_{g}=0.0$. We also normalize by the transition energy between the lowest two states evaluated at the degeneracy point ($E_{01}$.) Finally, we populate the lists each $\\epsilon_{m}$. "
    ],
-   "cell_type": "markdown",
    "metadata": {}
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
-   "outputs": [],
    "source": [
-    "for i in x:\n",
-    "    E_j = i*E_c \n",
-    "    H_zero = Hcpb(nlevels=15, Ej=i*E_c, Ec=E_c, ng=0.0)\n",
-    "    H_half = Hcpb(nlevels=15, Ej=i*E_c, Ec=E_c, ng=0.5)\n",
-    "    \n",
-    "    H_norm = Hcpb(nlevels=15, Ej=i*E_c, Ec=E_c, ng=0.5)\n",
-    "    norm = H_norm.fij(0,1)                         # normalization constant \n",
-    "    \n",
-    "    epsilon0.append(abs(H_half.evalue_k(0) - H_zero.evalue_k(0))/norm)\n",
-    "    epsilon1.append(abs(H_half.evalue_k(1) - H_zero.evalue_k(1))/norm)\n",
-    "    epsilon2.append(abs(H_half.evalue_k(2) - H_zero.evalue_k(2))/norm)\n",
+    "for i in x:\r\n",
+    "    E_j = i*E_c \r\n",
+    "    H_zero = Hcpb(nlevels=15, Ej=i*E_c, Ec=E_c, ng=0.0)\r\n",
+    "    H_half = Hcpb(nlevels=15, Ej=i*E_c, Ec=E_c, ng=0.5)\r\n",
+    "    \r\n",
+    "    H_norm = Hcpb(nlevels=15, Ej=i*E_c, Ec=E_c, ng=0.5)\r\n",
+    "    norm = H_norm.fij(0,1)                         # normalization constant \r\n",
+    "    \r\n",
+    "    epsilon0.append(abs(H_half.evalue_k(0) - H_zero.evalue_k(0))/norm)\r\n",
+    "    epsilon1.append(abs(H_half.evalue_k(1) - H_zero.evalue_k(1))/norm)\r\n",
+    "    epsilon2.append(abs(H_half.evalue_k(2) - H_zero.evalue_k(2))/norm)\r\n",
     "    epsilon3.append(abs(H_half.evalue_k(3) - H_zero.evalue_k(3))/norm)"
-   ]
+   ],
+   "outputs": [],
+   "metadata": {}
   },
   {
+   "cell_type": "markdown",
    "source": [
     "We can plot these values to see the exponential decrease in the charge dispersion with increasing $E_{J}/E_{C}$: "
    ],
-   "cell_type": "markdown",
    "metadata": {}
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
-   "outputs": [],
    "source": [
-    "plt.plot(x, epsilon0, 'k', label=\"m=0\")\n",
-    "plt.plot(x, epsilon1, 'b', label=\"m=1\")\n",
-    "plt.plot(x, epsilon2, 'r', label=\"m=2\")\n",
-    "plt.plot(x, epsilon3, 'g', label=\"m=3\") \n",
-    "plt.yscale(\"log\")\n",
-    "plt.xlabel(\"EJ/Ec\")\n",
-    "plt.ylabel(\"Epsilon/E01\")\n",
+    "plt.plot(x, epsilon0, 'k', label=\"m=0\")\r\n",
+    "plt.plot(x, epsilon1, 'b', label=\"m=1\")\r\n",
+    "plt.plot(x, epsilon2, 'r', label=\"m=2\")\r\n",
+    "plt.plot(x, epsilon3, 'g', label=\"m=3\") \r\n",
+    "plt.yscale(\"log\")\r\n",
+    "plt.xlabel(\"EJ/Ec\")\r\n",
+    "plt.ylabel(\"Epsilon/E01\")\r\n",
     "plt.legend(title=\"Energy Level\", loc='upper right')"
-   ]
+   ],
+   "outputs": [],
+   "metadata": {}
   },
   {
+   "cell_type": "markdown",
    "source": [
     "### Energy Level Differences"
    ],
-   "cell_type": "markdown",
    "metadata": {}
   },
   {
+   "cell_type": "markdown",
    "source": [
     "We can also evaluate the energy level difference ($E_{m0} = E_{m} - E_{0}$) evaluated at the degeneracy point ($n_{g}=0.5$) and compare to Fig. 4(b) of Phys. Rev. A 76, 042319 (2007). To do this, we just need to create empty lists for the energy levels ($E_{0}$ through $E_{3}$) as well as the energy level differences ($E_{00}$ through $E_{30}$.) "
    ],
-   "cell_type": "markdown",
    "metadata": {}
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
-   "outputs": [],
    "source": [
-    "E00, E10, E20, E30 = [], [], [], [] \n",
+    "E00, E10, E20, E30 = [], [], [], [] \r\n",
     "E0, E1, E2, E3 = [], [], [], [] "
-   ]
+   ],
+   "outputs": [],
+   "metadata": {}
   },
   {
+   "cell_type": "markdown",
    "source": [
     "Next, we'll sweep over $E_{J}/E_{C}$ from 0 to 140 (using the variable x defined above) and at each point, we'll construct the Hamiltonian and take the difference in eigenvalues evaluated at the degeneracy point $n_{g}=0.5$. We'll also normalize the energy level differences by the charging energy to be consistent with Fig. 4(b) in the above reference: "
    ],
-   "cell_type": "markdown",
    "metadata": {}
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
-   "outputs": [],
    "source": [
-    "for i in x:\n",
-    "    H = Hcpb(nlevels=15, Ej=i*E_c, Ec=E_c, ng=0.5)\n",
-    "    E0 = H.evalue_k(0) \n",
-    "    E1 = H.evalue_k(1)\n",
-    "    E2 = H.evalue_k(2)\n",
-    "    E3 = H.evalue_k(3) \n",
-    "    E00.append((E0 - E0)/E_c)\n",
-    "    E10.append((E1 - E0)/E_c)\n",
-    "    E20.append((E2 - E0)/E_c)\n",
+    "for i in x:\r\n",
+    "    H = Hcpb(nlevels=15, Ej=i*E_c, Ec=E_c, ng=0.5)\r\n",
+    "    E0 = H.evalue_k(0) \r\n",
+    "    E1 = H.evalue_k(1)\r\n",
+    "    E2 = H.evalue_k(2)\r\n",
+    "    E3 = H.evalue_k(3) \r\n",
+    "    E00.append((E0 - E0)/E_c)\r\n",
+    "    E10.append((E1 - E0)/E_c)\r\n",
+    "    E20.append((E2 - E0)/E_c)\r\n",
     "    E30.append((E3 - E0)/E_c)"
-   ]
+   ],
+   "outputs": [],
+   "metadata": {}
   },
   {
+   "cell_type": "markdown",
    "source": [
     "We can plot these results and see how the energy level differences increase with increasing $E_{J}/E_{C}$ ratio: "
    ],
-   "cell_type": "markdown",
    "metadata": {}
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
-   "outputs": [],
    "source": [
-    "plt.plot(x,E00,'k',label=\"m0\")\n",
-    "plt.plot(x,E10,'b',label=\"m=1\")\n",
-    "plt.plot(x,E20,'g',label=\"m=2\")\n",
-    "plt.plot(x,E30,'r',label=\"m=3\") \n",
-    "plt.xlabel(\"Ej/Ec\")\n",
-    "plt.ylabel(\"Em0/Ec\")\n",
+    "plt.plot(x,E00,'k',label=\"m0\")\r\n",
+    "plt.plot(x,E10,'b',label=\"m=1\")\r\n",
+    "plt.plot(x,E20,'g',label=\"m=2\")\r\n",
+    "plt.plot(x,E30,'r',label=\"m=3\") \r\n",
+    "plt.xlabel(\"Ej/Ec\")\r\n",
+    "plt.ylabel(\"Em0/Ec\")\r\n",
     "plt.legend(title=\"Energy Levels\", loc='upper right')"
-   ]
+   ],
+   "outputs": [],
+   "metadata": {}
   },
   {
+   "cell_type": "markdown",
    "source": [
     "### Anharmonicity"
    ],
-   "cell_type": "markdown",
    "metadata": {}
   },
   {
+   "cell_type": "markdown",
    "source": [
     "We know that for the transmon qubit, having the Josephson Energy much larger than the charging energy ($E_{J} >> E_{C}$) results in a decrease in anharmonicity. The latter is critical for a functional qubit in which the energy difference between the lowest two states ($E_{01}$) is sufficiently different than the energy difference between the second and third states, $E_{12}$. The absolute anharmonicity is defined as $\\alpha = E_{12} - E_{01}$, while the relative anharmonicity is defined as $\\alpha_{r} = \\alpha/E_{01}$. \n",
     "\n",
     "We can easily make a plot of the anharmonicity as a function of $E_{J}/E_{C}$ using the Hcpb class. Let's have the ratio of $E_{J}/E_{C}$ (which we'll call x) vary from 0 to 80, and then we'll create empty lists for $\\alpha$ and $\\alpha_r$. "
    ],
-   "cell_type": "markdown",
    "metadata": {}
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
-   "outputs": [],
    "source": [
-    "x = np.linspace(0,80,101)   #EJ/EC\n",
-    "alpha = [] \n",
+    "x = np.linspace(0,80,101)   #EJ/EC\r\n",
+    "alpha = [] \r\n",
     "alpha_r = [] "
-   ]
+   ],
+   "outputs": [],
+   "metadata": {}
   },
   {
+   "cell_type": "markdown",
    "source": [
     "Next, we'll just sweep over x and at each value we'll calculate both the absolute and relative anharmonicity. "
    ],
-   "cell_type": "markdown",
    "metadata": {}
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
-   "outputs": [],
    "source": [
-    "for i in x:\n",
-    "    H_anharm = Hcpb(nlevels=15, Ej=i*E_c, Ec=E_c, ng=0.5)\n",
-    "    alpha.append(H_anharm.anharm()) \n",
+    "for i in x:\r\n",
+    "    H_anharm = Hcpb(nlevels=15, Ej=i*E_c, Ec=E_c, ng=0.5)\r\n",
+    "    alpha.append(H_anharm.anharm()) \r\n",
     "    alpha_r.append(H_anharm.anharm()/H_anharm.fij(0,1))"
-   ]
+   ],
+   "outputs": [],
+   "metadata": {}
   },
   {
+   "cell_type": "markdown",
    "source": [
     "Note we get a warning here because the relative anharmonicity blows up as Ej/Ec goes to zero. Then we can plot the results:"
    ],
-   "cell_type": "markdown",
    "metadata": {}
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
-   "outputs": [],
    "source": [
-    "plt.figure(1)\n",
-    "plt.subplot(131)\n",
-    "plt.plot(x,alpha)\n",
-    "plt.xlabel(\"Ej/Ec\")\n",
-    "plt.ylabel(\"alpha\") \n",
-    "plt.subplot(133)\n",
-    "plt.plot(x,alpha_r)\n",
-    "plt.ylim(-0.2, 1.0) \n",
-    "plt.xlabel(\"Ej/Ec\")\n",
+    "plt.figure(1)\r\n",
+    "plt.subplot(131)\r\n",
+    "plt.plot(x,alpha)\r\n",
+    "plt.xlabel(\"Ej/Ec\")\r\n",
+    "plt.ylabel(\"alpha\") \r\n",
+    "plt.subplot(133)\r\n",
+    "plt.plot(x,alpha_r)\r\n",
+    "plt.ylim(-0.2, 1.0) \r\n",
+    "plt.xlabel(\"Ej/Ec\")\r\n",
     "plt.ylabel(\"alpha_r\")"
-   ]
+   ],
+   "outputs": [],
+   "metadata": {}
   },
   {
+   "cell_type": "markdown",
    "source": [
     "Indeed we see that the anharmonicity decays with the inverse of $E_{J}/E_{C}$ for small values of $E_{J}/E_{C}$ before reaching a minimum just before $E_{J}/E_{C} \\approx 20.0$, then changing sign and approaching zero as $E_{J}/E_{C}$ approaches infinity. This matches very closely to the results found in Figure 5 of Phys. Rev. A 76, 042319 (2007). "
    ],
-   "cell_type": "markdown",
    "metadata": {}
   },
   {
+   "cell_type": "markdown",
    "source": [
     "### Dephasing Time (T2)"
    ],
-   "cell_type": "markdown",
    "metadata": {}
   },
   {
+   "cell_type": "markdown",
    "source": [
     "We can estimate the qubit dephasing time (T2) due to charge noise by the following expression: $T_{2} = \\frac{\\hbar}{A\\pi |\\epsilon_{1}|}$ where $A$ is on the order of $1E-4$ according to Phys. Rev. A 76, 042319 (2007). Since this is essentially just the inverse of the charge dispersion for $\\epsilon_{1}$, we can easily calculate T2 as a function of $E_{J}/E_{C}$ with the following:"
    ],
-   "cell_type": "markdown",
    "metadata": {}
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
-   "outputs": [],
    "source": [
-    "x = np.linspace(0,80,101)     # ratio of Ej/Ec, varying from 0 to 80\n",
+    "x = np.linspace(0,80,101)     # ratio of Ej/Ec, varying from 0 to 80\r\n",
     "T2 = []                       # empty list for T2 "
-   ]
+   ],
+   "outputs": [],
+   "metadata": {}
   },
   {
+   "cell_type": "markdown",
    "source": [
     "Next, we'll just calculate the T2 time as a function of $E_{J}/E_C{}$, noting that the output of the Hcpb eigenvalue caluclation is in units of E/h ~ MHz (1E6 Hz). So our calculation simplifies to: $T_{2} = \\frac{1.0}{2*(1E-4)*(1E6) |\\epsilon_{1}|}$ where $\\epsilon_{1}$ is the direct output of the Hcpb eigenvalue calculation: "
    ],
-   "cell_type": "markdown",
    "metadata": {}
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
-   "outputs": [],
    "source": [
-    "E_c = 1000.0 \n",
-    "for i in x: \n",
-    "    H_half = Hcpb(nlevels=15, Ej=i*E_c, Ec=E_c, ng=0.5)\n",
-    "    H_zero = Hcpb(nlevels=15, Ej=i*E_c, Ec=E_c, ng=0.0)\n",
-    "    eps = abs(H_half.evalue_k(1) - H_zero.evalue_k(1))    \n",
-    "    T2.append(1.0/(2.0*(1E-4)*(1E6)*eps) )\n",
-    "\n",
-    "plt.plot(x, T2)\n",
-    "plt.yscale(\"log\")\n",
-    "plt.xlabel(\"Ej/Ec\")\n",
+    "E_c = 1000.0 \r\n",
+    "for i in x: \r\n",
+    "    H_half = Hcpb(nlevels=15, Ej=i*E_c, Ec=E_c, ng=0.5)\r\n",
+    "    H_zero = Hcpb(nlevels=15, Ej=i*E_c, Ec=E_c, ng=0.0)\r\n",
+    "    eps = abs(H_half.evalue_k(1) - H_zero.evalue_k(1))    \r\n",
+    "    T2.append(1.0/(2.0*(1E-4)*(1E6)*eps) )\r\n",
+    "\r\n",
+    "plt.plot(x, T2)\r\n",
+    "plt.yscale(\"log\")\r\n",
+    "plt.xlabel(\"Ej/Ec\")\r\n",
     "plt.ylabel(\"T2 (sec)\")"
-   ]
+   ],
+   "outputs": [],
+   "metadata": {}
   },
   {
+   "cell_type": "markdown",
    "source": [
     "Indeed, we see that the dephasing time increases exponentially with increasing $E_{J}/E_{C}$, which is one of the critical features of the transmon qubit. By increasing the $E_{J}/E_{C}$ ratio, we reduce sensitivity to charge noise without sacrificing too much anharmonicity, resulting in greatly improved dephasing time. This plot matches very closely to Fig. 5(c) in Phys. Rev. A 76, 042319 (2007)."
    ],
-   "cell_type": "markdown",
    "metadata": {}
   },
   {
    "cell_type": "markdown",
-   "metadata": {},
    "source": [
     "# Qutip simulation "
-   ]
+   ],
+   "metadata": {}
   },
   {
    "cell_type": "markdown",
-   "metadata": {},
    "source": [
     "##### Diagonal Hamiltonian\n",
     "\n",
     "Wrapper around Qutip to output the diagonalized\n",
     "Hamiltonian truncated up to n levels of the transmon\n",
     "for modeling"
-   ]
+   ],
+   "metadata": {}
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
-   "outputs": [],
    "source": [
     "H.h0_to_qutip(6)"
-   ]
+   ],
+   "outputs": [],
+   "metadata": {}
   },
   {
    "cell_type": "markdown",
-   "metadata": {},
    "source": [
     "##### Coupling and number operator\n",
     "Wrapper around Qutip to output the number operator (charge)\n",
     "for the Transmon Hamiltonian in the energy eigen-basis.\n",
     "Used for computing the\n",
     "coupling between other elements in the system."
-   ]
+   ],
+   "metadata": {}
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
-   "outputs": [],
    "source": [
     "H.n_to_qutip(6)"
-   ]
+   ],
+   "outputs": [],
+   "metadata": {}
+  },
+  {
+   "cell_type": "markdown",
+   "source": [
+    "We can use these matrices to perform some additional analysis. As an example, we can plot the fluctuation in the number of Cooper pairs as a function of $E_{J} / E_{C}$ for the first three energy levels. This requires calculating the variance in the number of Cooper pairs, defined as: $\\sqrt{<n^2> - <n>^2 }$ where $n$ is calculated for a given energy level m. \n",
+    "\n",
+    "So let's first set our x-axis (representing $E_{J}/E_{C}$) to run from 1 to 120 and we'll create empty lists to represent the variances for the m=0, m=1, and m=2 states. We'll also define a value of $E_{C}$."
+   ],
+   "metadata": {}
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "source": [
+    "x = np.linspace(1,120, 101)\r\n",
+    "E_c=350.0\r\n",
+    "var0 = [] \r\n",
+    "var1 = []\r\n",
+    "var2 = [] "
+   ],
+   "outputs": [],
+   "metadata": {}
+  },
+  {
+   "cell_type": "markdown",
+   "source": [
+    "Next, we'll define the Hamiltonian matrix and calculate both $<n>$ and $<n^2>$. Then we'll take the square root of the difference between the two for each value of $E_{J}/E_{C}$. Lastly, these values get appended to the empty lists that we defined above: "
+   ],
+   "metadata": {}
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "source": [
+    "for i in x:\r\n",
+    "    H = Hcpb(nlevels=15, Ej=i*E_c, Ec=E_c, ng=0.5)\r\n",
+    "    n_squared = H.n_to_qutip(6)*H.n_to_qutip(6)\r\n",
+    "    n = H.n_to_qutip(6)\r\n",
+    "    fluc0 = np.sqrt(np.real(n_squared[0,0] - (n[0,0])*(n[0,0])))\r\n",
+    "    fluc1 = np.sqrt(np.real(n_squared[1,1] - (n[1,1])*(n[1,1])))\r\n",
+    "    fluc2 = np.sqrt(np.real(n_squared[2,2] - (n[2,2])*(n[2,2])))\r\n",
+    "    var0.append(fluc0)\r\n",
+    "    var1.append(fluc1)\r\n",
+    "    var2.append(fluc2)"
+   ],
+   "outputs": [],
+   "metadata": {}
+  },
+  {
+   "cell_type": "markdown",
+   "source": [
+    "We can plot these and check that the resulting curves match quite closely to those found in Fig. 6 of Koch et al. (2007) PRA:"
+   ],
+   "metadata": {}
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "source": [
+    "plt.plot(x,var0,'k', label=\"m=0\")\r\n",
+    "plt.plot(x,var1,'r', label=\"m=1\")\r\n",
+    "plt.plot(x,var2,'b', label=\"m=2\")\r\n",
+    "plt.xlabel(\"Ej/Ec\")\r\n",
+    "plt.ylabel(\"Variance\")\r\n",
+    "plt.legend(title=\"Energy Levels\", loc='upper right')"
+   ],
+   "outputs": [],
+   "metadata": {}
+  },
+  {
+   "cell_type": "markdown",
+   "source": [
+    "Physically, the above plot demonstrates that the variations in the number of Cooper pairs is on the order of 1-2 for gorund and first excited states of the CPB operated in the transmon regime."
+   ],
+   "metadata": {}
+  },
+  {
+   "cell_type": "markdown",
+   "source": [
+    "We can also investigate how the off-diagonal matrix elements of the CPB Hamiltonian evolve as a function of the $E_{J}/E_{C}$ ratio. Let's create four empty lists ($m_{10}$, $m_{20}$, $m_{30}$ and $m_{21}$) where $m_{ij} = <i | n | j>$. Then we can loop over the ratio of $E_{J}/E_{C}$ and at each value, we calculate the off-diagonal matrix element:"
+   ],
+   "metadata": {}
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "source": [
+    "m10 = [] \r\n",
+    "m20 = [] \r\n",
+    "m30 = [] \r\n",
+    "m21 = [] \r\n",
+    "\r\n",
+    "# For a given value of offset charge (ng, represented by x) we will calculate the CPB Hamiltonian using the previously assigned values of E_J and E_C. Then we calculate the eigenvalue for a given value of m.\r\n",
+    "for i in x: \r\n",
+    "    H = Hcpb(nlevels=15, Ej=i*E_c, Ec=E_c, ng=0.5)\r\n",
+    "    m10.append(np.real(H.n_to_qutip(6)[1,0]))\r\n",
+    "    m20.append(np.real(H.n_to_qutip(6)[2,0]))\r\n",
+    "    m30.append(np.real(H.n_to_qutip(6)[3,0]))\r\n",
+    "    m21.append(np.real(H.n_to_qutip(6)[2,1])) "
+   ],
+   "outputs": [],
+   "metadata": {}
+  },
+  {
+   "cell_type": "markdown",
+   "source": [
+    "Plotting these off-diagonal matrix elements is then straightforward:"
+   ],
+   "metadata": {}
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "source": [
+    "plt.plot(x,m10,'k',label=\"<1|n|0>\")\r\n",
+    "plt.plot(x,m20,'r',label=\"<2|n|0>\")\r\n",
+    "plt.plot(x,m30,'y',label=\"<3|n|0>\")\r\n",
+    "plt.plot(x,m21,'b',label=\"<2|n|1>\")\r\n",
+    "plt.xlabel(\"Ej/Ec\")\r\n",
+    "plt.ylabel(\"<i|n|j>\")\r\n",
+    "plt.legend(title=\"Energy Levels\", loc='upper right')"
+   ],
+   "outputs": [],
+   "metadata": {}
+  },
+  {
+   "cell_type": "markdown",
+   "source": [
+    "We see that the above plot closely matches Fig. 7 of Koch et al. (2007) PRA. Physically, we see that the coupling between adjacent transmon states ($<1|n|0>$ and $<2|n|1>$) is the only significant coupling in the $E_{J} >> E_{C}$ regime. The coupling between non-adjacent states (like m=0 and m=2) is essentially zero at all values of $E_{J}/E_{C}$. "
+   ],
+   "metadata": {}
   },
   {
    "cell_type": "markdown",
-   "metadata": {},
    "source": [
     "# Experimental  "
-   ]
+   ],
+   "metadata": {}
   },
   {
    "cell_type": "markdown",
-   "metadata": {},
    "source": [
     "Let's use the \"params_from_spectrum\" function to calculate the target Ej and Ec values for a desired transmon frequency and anharmonicity. We'll use values of Ej=13971.3 MHz and Ec=295.2 MHz. "
-   ]
+   ],
+   "metadata": {}
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
-   "outputs": [],
    "source": [
-    "# 13971.3, Ec=295.2\n",
-    "ω, α = 5431, -341\n",
-    "EjEc = H.params_from_spectrum(ω, α) # set self.Ej, Cj\n",
-    "print(EjEc)\n",
-    "print(\"transmon frequency:\", H.fij(0,1), \"anharmonicity:\", H.anharm())\n"
-   ]
+    "# 13971.3, Ec=295.2\r\n",
+    "ω, α = 5431, -341\r\n",
+    "EjEc = H.params_from_spectrum(ω, α) # set self.Ej, Cj\r\n",
+    "print(EjEc)\r\n",
+    "print(\"transmon frequency:\", H.fij(0,1), \"anharmonicity:\", H.anharm())\r\n"
+   ],
+   "outputs": [],
+   "metadata": {}
   },
   {
    "cell_type": "markdown",
-   "metadata": {},
    "source": [
     "We can also calculate the value of Ej given the value of Ec and the transmon frequency:"
-   ]
+   ],
+   "metadata": {}
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
-   "outputs": [],
    "source": [
-    "Ej = H.params_from_freq_fixEC(ω, 295.17)\n",
+    "Ej = H.params_from_freq_fixEC(ω, 295.17)\r\n",
     "print(\"Ej:\", Ej)"
-   ]
+   ],
+   "outputs": [],
+   "metadata": {}
   },
   {
    "cell_type": "markdown",
-   "metadata": {},
    "source": [
     "We see that this is close to the starting vaue of 13971.3 MHz that we began with. "
-   ]
+   ],
+   "metadata": {}
   },
   {
    "cell_type": "markdown",
-   "metadata": {},
    "source": [
     "# New section on integrating sc_qubits. "
-   ]
+   ],
+   "metadata": {}
   },
   {
    "cell_type": "markdown",
-   "metadata": {},
    "source": [
     "This section is in development. "
-   ]
+   ],
+   "metadata": {}
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
-   "outputs": [],
    "source": [
     "import scqubits as scq"
-   ]
+   ],
+   "outputs": [],
+   "metadata": {}
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
-   "outputs": [],
    "source": [
-    "qubit = scq.Transmon(\n",
-    "    EJ=13.97124102543,\n",
-    "    EC=0.295179,\n",
-    "    ng=0.001,\n",
-    "    ncut=40,\n",
-    "    truncated_dim=4     # after diagonalization, we will keep 3 levels\n",
-    ")\n",
-    "evals = qubit.eigenvals(evals_count=12)\n",
-    "print(f\"freq = {(evals[1] - evals[0])* 1000:.0f} MHz\")\n",
+    "qubit = scq.Transmon(\r\n",
+    "    EJ=13.97124102543,\r\n",
+    "    EC=0.295179,\r\n",
+    "    ng=0.001,\r\n",
+    "    ncut=40,\r\n",
+    "    truncated_dim=4     # after diagonalization, we will keep 3 levels\r\n",
+    ")\r\n",
+    "evals = qubit.eigenvals(evals_count=12)\r\n",
+    "print(f\"freq = {(evals[1] - evals[0])* 1000:.0f} MHz\")\r\n",
     "print(f\"alpha = {((evals[2] - evals[1]) - (evals[1] - evals[0]))* 1000:.0f} MHz\")"
-   ]
+   ],
+   "outputs": [],
+   "metadata": {}
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
-   "outputs": [],
    "source": [
-    "qubit.plot_n_wavefunction()\n",
-    "qubit.plot_phi_wavefunction(which=[0,1,2], mode='real')\n",
+    "qubit.plot_n_wavefunction()\r\n",
+    "qubit.plot_phi_wavefunction(which=[0,1,2], mode='real')\r\n",
     "qubit.hamiltonian()"
-   ]
+   ],
+   "outputs": [],
+   "metadata": {}
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
-   "outputs": [],
    "source": [
-    "import numpy as np\n",
-    "ng_list = np.linspace(-2, 2, 220)\n",
+    "import numpy as np\r\n",
+    "ng_list = np.linspace(-2, 2, 220)\r\n",
     "qubit.plot_evals_vs_paramvals('ng', ng_list, evals_count=6, subtract_ground=False);"
-   ]
+   ],
+   "outputs": [],
+   "metadata": {}
   },
   {
    "cell_type": "markdown",
-   "metadata": {},
    "source": [
     "# Transmon and the Oscillator"
-   ]
+   ],
+   "metadata": {}
   },
   {
    "cell_type": "markdown",
-   "metadata": {},
    "source": [
     "This section is currently in development. "
-   ]
+   ],
+   "metadata": {}
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
+   "source": [],
    "outputs": [],
-   "source": []
+   "metadata": {}
   }
  ],
  "metadata": {


Test patch:
diff --git a/qiskit_metal/tests/test_qlibrary_1_instantiate.py b/qiskit_metal/tests/test_qlibrary_1_instantiate.py
index 020664231..3be4d832c 100644
--- a/qiskit_metal/tests/test_qlibrary_1_instantiate.py
+++ b/qiskit_metal/tests/test_qlibrary_1_instantiate.py
@@ -56,6 +56,7 @@
 from qiskit_metal.qlibrary.qubits.transmon_pocket_cl import TransmonPocketCL
 from qiskit_metal.qlibrary.qubits.transmon_pocket_6 import TransmonPocket6
 from qiskit_metal.qlibrary.qubits.transmon_pocket_teeth import TransmonPocketTeeth
+from qiskit_metal.qlibrary.qubits.SQUID_loop import SQUID_LOOP
 from qiskit_metal.qlibrary.couplers.tunable_coupler_01 import TunableCoupler01
 from qiskit_metal import designs
 from qiskit_metal.qlibrary._template import MyQComponent
@@ -814,6 +815,30 @@ def test_qlibrary_qubits_transmon_pocket_teeth(self):
                 "TransmonPocketTeeth(design, \"my_name3\", options={}, make=False)"
             )
 
+    def test_qlibrary_qubits_squid_loop(self):
+        """Test the instantiation of SQUID_LOOP."""
+        design = designs.DesignPlanar()
+        try:
+            SQUID_LOOP
+        except Exception:
+            self.fail("SQUID_LOOP failed")
+
+        try:
+            SQUID_LOOP(design, "my_name")
+        except Exception:
+            self.fail("SQUID_LOOP(design, \"my_name\") failed")
+
+        try:
+            SQUID_LOOP(design, "my_name2", options={})
+        except Exception:
+            self.fail("SQUID_LOOP(design, \"my_name2\", options={}) failed")
+
+        try:
+            SQUID_LOOP(design, "my_name3", options={}, make=False)
+        except Exception:
+            self.fail(
+                "SQUID_LOOP(design, \"my_name3\", options={}, make=False)")
+
     def test_qlibrary_qubits_tunable_coupler_01(self):
         """Test the instantiation of TunableCoupler01."""
         design = designs.DesignPlanar()
diff --git a/qiskit_metal/tests/test_qlibrary_2_options.py b/qiskit_metal/tests/test_qlibrary_2_options.py
index d2dbe62b6..605ef2e83 100644
--- a/qiskit_metal/tests/test_qlibrary_2_options.py
+++ b/qiskit_metal/tests/test_qlibrary_2_options.py
@@ -49,6 +49,7 @@
 from qiskit_metal.qlibrary.qubits import transmon_pocket_cl
 from qiskit_metal.qlibrary.qubits.transmon_pocket_6 import TransmonPocket6
 from qiskit_metal.qlibrary.qubits.transmon_pocket_teeth import TransmonPocketTeeth
+from qiskit_metal.qlibrary.qubits.SQUID_loop import SQUID_LOOP
 from qiskit_metal.qlibrary.couplers.tunable_coupler_01 import TunableCoupler01
 from qiskit_metal.qlibrary import _template
 from qiskit_metal.tests.assertions import AssertionsMixin
@@ -456,6 +457,34 @@ def test_qlibrary_transmon_pocket_teeth_options(self):
         self.assertEqual(options['_default_connection_pads']['loc_W'], '+1')
         self.assertEqual(options['_default_connection_pads']['loc_H'], '+1')
 
+    def test_qlibrary_squid_loop_options(self):
+        """Test that default_options of squid loop were not accidentally changed."""
+        # Setup expected test results
+        design = designs.DesignPlanar()
+        squid_loop = SQUID_LOOP(design, 'my_name')
+        options = squid_loop.default_options
+
+        self.assertEqual(len(options), 19)
+        self.assertEqual(options['plate1_width'], '5.5um')
+        self.assertEqual(options['plate1_height'], '40um')
+        self.assertEqual(options['plate1_x_pos'], '0')
+        self.assertEqual(options['plate1_y_pos'], '0')
+        self.assertEqual(options['squid_gap'], '10um')
+        self.assertEqual(options['segment_a_length'], '10um')
+        self.assertEqual(options['segment_a_width'], '1um')
+        self.assertEqual(options['JJ_gap'], '0.5um')
+        self.assertEqual(options['segment_b_length'], '5um')
+        self.assertEqual(options['segment_b_width'], '1um')
+        self.assertEqual(options['segment_c_width'], '1um')
+        self.assertEqual(options['segment_d_length'], '10um')
+        self.assertEqual(options['segment_d_width'], '2um')
+        self.assertEqual(options['plate2_width'], '6um')
+        self.assertEqual(options['plate2_height'], '30um')
+        self.assertEqual(options['rotation'], '0.0')
+        self.assertEqual(options['x_pos'], '0.0')
+        self.assertEqual(options['y_pos'], '0.0')
+        self.assertEqual(options['layer'], '1')
+
     def test_qlibrary_tunable_coupler_01_options(self):
         """Test that default_options of tunable_coupler_01 were not accidentally changed."""
         # Setup expected test results
diff --git a/qiskit_metal/tests/test_qlibrary_3_functionality.py b/qiskit_metal/tests/test_qlibrary_3_functionality.py
index b7d789c3f..2e8b7825d 100644
--- a/qiskit_metal/tests/test_qlibrary_3_functionality.py
+++ b/qiskit_metal/tests/test_qlibrary_3_functionality.py
@@ -48,6 +48,7 @@
 from qiskit_metal.qlibrary.qubits import transmon_cross_fl
 from qiskit_metal.qlibrary.qubits import transmon_pocket_6
 from qiskit_metal.qlibrary.qubits.transmon_pocket_teeth import TransmonPocketTeeth
+from qiskit_metal.qlibrary.qubits.SQUID_loop import SQUID_LOOP
 from qiskit_metal.qlibrary.couplers import tunable_coupler_01
 from qiskit_metal.tests.assertions import AssertionsMixin
 
@@ -347,6 +348,13 @@ def test_qlibrary_transmon_pocket_teeth_component_metadata(self):
         self.assertEqual(metadata['_qgeometry_table_path'], 'True')
         self.assertEqual(metadata['_qgeometry_table_junction'], 'True')
 
+    def test_qlibrary_squid_loop_component_metadata(self):
+        """Test component_metadata in qubits.squid_loop.py."""
+        component = SQUID_LOOP
+        metadata = component.component_metadata
+        self.assertEqual(len(metadata), 1)
+        self.assertEqual(metadata['short_name'], 'component')
+
     def test_qlibrary_transmon_coupler_01_component_metadata(self):
         """Test component_metadata in qubits.tunable_coupler_01.py."""
         component = tunable_coupler_01.TunableCoupler01