diff --git a/.github/workflows/test-ipynb.yml b/.github/workflows/test-ipynb.yml
new file mode 100644
index 00000000..82040348
--- /dev/null
+++ b/.github/workflows/test-ipynb.yml
@@ -0,0 +1,40 @@
+name: Testing Jupyter Notebooks
+
+on:
+  workflow_dispatch:
+  pull_request:
+    branches:
+      - "**"
+
+jobs:
+  test:
+    timeout-minutes: 30
+
+    strategy:
+      fail-fast: false
+      matrix:
+        os: [macos-latest, ubuntu-latest, windows-latest]
+        python-version: ['3.10', '3.11', '3.12']
+
+    runs-on: ${{ matrix.os }}
+
+    steps:
+      - name: Check-out repository
+        uses: actions/checkout@v4
+
+      - name: Set up Python environment
+        uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - name: Upgrade package installer for Python
+        shell: bash
+        run: python -m pip install --upgrade pip
+
+      - name: Install Python dependences
+        shell: bash
+        run: pip install '.[dev]'
+
+      - name: Run tests on Jupyter Notebooks
+        shell: bash
+        run: pytest --nbmake examples/*ipynb --nbmake-timeout=300 -n=auto
diff --git a/README.md b/README.md
index 7dde68bf..4515feff 100644
--- a/README.md
+++ b/README.md
@@ -14,6 +14,8 @@
 
 ## Getting Started
 
+Currently, easydiffraction is in beta and has not been released on PyPI. Please use the alternative method given below to install easydiffraction from our GitHub repository.
+
 ### Install EasyDiffraction python library
 
 * Create and go to, e.g., **easydiffraction** directory (*optional*)
@@ -31,7 +33,7 @@
   ```
 * Install **easydiffraction**
   ```
-  pip install easydiffraction
+  pip install easydiffraction --extra-index-url https://easyscience.github.io/pypi
   ```
 
 ## Examples
@@ -42,7 +44,7 @@
 
 * Install **easydiffraction**, including `charts` extras for visualization
   ```
-  pip install 'easydiffraction[charts]'
+  pip install 'easydiffraction[charts]' --extra-index-url https://easyscience.github.io/pypi
   ```
 * Install Jupyter Notebook
   ```
diff --git a/binder/postBuild b/binder/postBuild
deleted file mode 100644
index 89eac693..00000000
--- a/binder/postBuild
+++ /dev/null
@@ -1,5 +0,0 @@
-#!/bin/bash
-
-pip install --extra-index-url https://easyscience.github.io/pypi -r requirements.txt
-pip install -r requirements-dev.txt
-pip install --no-deps .
diff --git a/easydiffraction/Job.py b/easydiffraction/Job.py
index 98287ad0..c73cb2a2 100644
--- a/easydiffraction/Job.py
+++ b/easydiffraction/Job.py
@@ -2,6 +2,7 @@
 # SPDX-License-Identifier: BSD-3-Clause
 # © 2021-2024 Contributors to the EasyDiffraction project <https://github.com/easyscience/EasyDiffraction
 
+import builtins
 import importlib.util
 import time
 from copy import deepcopy
@@ -59,6 +60,10 @@
 except ImportError:
     print("pandas not installed")
 
+try:
+    from IPython.display import display
+except ImportError:
+    pass
 
 T_ = TypeVar('T_')
 
@@ -744,7 +749,7 @@ def show_analysis_chart(self):
 
         y_calc = self.calculate_profile()
 
-        peak_idx, _ = find_peaks(y_calc)  #, prominence=1)
+        peak_idx, _ = find_peaks(y_calc)
         x_bragg = self.experiment.x.data[peak_idx]
         y_bragg = np.zeros_like(x_bragg)
 
@@ -759,8 +764,8 @@ def show_analysis_chart(self):
         )
 
         trace_bragg = go.Scatter(
-            x=x_bragg,  # np.random.uniform(low=self.experiment.x.data.min(), high=self.experiment.x.data.max(), size=(50,)),
-            y=y_bragg,  #np.zeros(50),
+            x=x_bragg,
+            y=y_bragg,
             xaxis='x2',
             yaxis='y2',
             line=dict(color='rgb(230, 171, 2)'),  #color=px.colors.qualitative.Plotly[9]),
@@ -778,7 +783,7 @@ def show_analysis_chart(self):
             y=self.background,
             xaxis='x3',
             yaxis='y3',
-            line=dict(color='gray'),  # default: width=2?
+            line=dict(color='gray'),
             mode='lines',
             name='Background (Ibkg)'
         )
@@ -841,19 +846,18 @@ def show_analysis_chart(self):
                 title_text=x_axis_title,
                 anchor='y',
                 range=[x_min, x_max],
-                # linecolor='blue',
                 showline=True, mirror=True, zeroline=False
             ),
             xaxis2=dict(
+                matches='x',
                 anchor='y2',
                 range=[x_min, x_max],
-                # linecolor='green',
                 showline=True, mirror=True, zeroline=False, showticklabels=False
             ),
             xaxis3=dict(
+                matches='x',
                 anchor='y3',
                 range=[x_min, x_max],
-                # linecolor='red',
                 showline=True, mirror=True, zeroline=False, showticklabels=False
             ),
             yaxis=dict(
@@ -861,7 +865,6 @@ def show_analysis_chart(self):
                 domain=[0, resid_height / full_height - 0.01],
                 range=[resid_y_min, resid_y_max],
                 tickvals=[int(resid_y_min), 0, int(resid_y_max)],
-                # nticks = 3,
                 showline=True, mirror=True, showgrid=False
             ),
             yaxis2=dict(
@@ -877,12 +880,14 @@ def show_analysis_chart(self):
         )
 
         fig = go.Figure(data=data, layout=layout)
-
-        # fig.update_xaxes(showline=True, mirror=True)
-        # fig.update_yaxes(showline=True, mirror=True)
-
         fig.show()
 
+    def is_notebook(self):
+        '''
+        Check if the code is running in a Jupyter notebook.
+        '''
+        return hasattr(builtins, "__IPYTHON__")
+
     def print_free_parameters(self):
         '''
         Print the free parameters.
@@ -893,11 +898,14 @@ def print_free_parameters(self):
                 parameters['names'].append(parameter.display_name)
                 parameters['values'].append(parameter.raw_value)
                 parameters['errors'].append(parameter.error)
-                parameters['units'].append(f'{parameter.unit:~H}')
+                parameters['units'].append(f'{parameter.unit:~P}')
             df = pd.DataFrame(parameters)
             df.index += 1
             df.style.format(precision=5)
-            return df
+            if self.is_notebook():
+                display(df)
+            else:
+                print(df)
         else:
             for parameter in self.get_fit_parameters():
                 print(parameter)
diff --git a/examples/Change_minimizer.ipynb b/examples/Change_minimizer.ipynb
index 358323b7..645dbe94 100644
--- a/examples/Change_minimizer.ipynb
+++ b/examples/Change_minimizer.ipynb
@@ -52,7 +52,7 @@
     "    print(\"Running in Google Colab\")\n",
     "    # Install the easydiffraction library if it is not installed (including charts extras)\n",
     "    if importlib.util.find_spec(\"easydiffraction\") is None:\n",
-    "        !pip install 'easydiffraction[charts]'\n",
+    "        !pip install 'easydiffraction[charts]' --extra-index-url https://easyscience.github.io/pypi\n",
     "    # Download the data files to be read in notebook\n",
     "    for fname in ['lbco.cif', 'hrpt.xye']:\n",
     "        pooch.retrieve(\n",
diff --git a/examples/Fitting_PD-NEUT-CW_LBCO-HRPT.ipynb b/examples/Fitting_PD-NEUT-CW_LBCO-HRPT.ipynb
index 1386c381..78a6d35b 100644
--- a/examples/Fitting_PD-NEUT-CW_LBCO-HRPT.ipynb
+++ b/examples/Fitting_PD-NEUT-CW_LBCO-HRPT.ipynb
@@ -40,8 +40,8 @@
      "colab"
     ],
     "ExecuteTime": {
-     "end_time": "2024-10-21T21:23:39.930107Z",
-     "start_time": "2024-10-21T21:23:39.908277Z"
+     "end_time": "2024-10-23T12:44:13.255094Z",
+     "start_time": "2024-10-23T12:44:13.237188Z"
     }
    },
    "source": [
@@ -54,7 +54,7 @@
     "    print(\"Running in Google Colab\")\n",
     "    # Install the easydiffraction library if it is not installed (including charts extras)\n",
     "    if importlib.util.find_spec(\"easydiffraction\") is None:\n",
-    "        !pip install 'easydiffraction[charts]'\n",
+    "        !pip install 'easydiffraction[charts]' --extra-index-url https://easyscience.github.io/pypi\n",
     "    # Download the data files to be read in notebook\n",
     "    for fname in ['lbco.cif', 'hrpt.xye']:\n",
     "        pooch.retrieve(\n",
@@ -72,8 +72,8 @@
    "id": "33934041eaae166f",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2024-10-21T21:23:42.650788Z",
-     "start_time": "2024-10-21T21:23:39.932699Z"
+     "end_time": "2024-10-23T12:44:15.814702Z",
+     "start_time": "2024-10-23T12:44:13.257617Z"
     }
    },
    "source": "import easydiffraction as ed",
@@ -99,8 +99,8 @@
    "id": "180e216d55b3f144",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2024-10-21T21:23:42.697849Z",
-     "start_time": "2024-10-21T21:23:42.688561Z"
+     "end_time": "2024-10-23T12:44:15.865542Z",
+     "start_time": "2024-10-23T12:44:15.856131Z"
     }
    },
    "source": "job = ed.Job()",
@@ -124,8 +124,8 @@
   {
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2024-10-21T21:23:43.092533Z",
-     "start_time": "2024-10-21T21:23:42.810420Z"
+     "end_time": "2024-10-23T12:44:16.266742Z",
+     "start_time": "2024-10-23T12:44:15.979527Z"
     }
    },
    "cell_type": "code",
@@ -156,8 +156,8 @@
    "id": "5184de9d741bddb4",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2024-10-21T21:23:43.105003Z",
-     "start_time": "2024-10-21T21:23:43.098450Z"
+     "end_time": "2024-10-23T12:44:16.292364Z",
+     "start_time": "2024-10-23T12:44:16.286202Z"
     }
    },
    "source": [
@@ -187,10 +187,10 @@
       "_atom_site_occupancy\n",
       "_atom_site_adp_type\n",
       "_atom_site_B_iso_or_equiv\n",
-      "La La 0.00000000 0.00000000 0.00000000 0.5 Biso 0.49\n",
-      "Ba Ba 0.00000000 0.00000000 0.00000000 0.5 Biso 0.49\n",
-      "Co Co 0.5 0.5 0.5 1.00000000 Biso 0.26\n",
-      "O O 0.00000000 0.5 0.5 1.00000000 Biso 1.4\n"
+      "La La 0.00000000 0.00000000 0.00000000 0.5 Biso 0.1\n",
+      "Ba Ba 0.00000000 0.00000000 0.00000000 0.5 Biso 0.1\n",
+      "Co Co 0.5 0.5 0.5 1.00000000 Biso 0.1\n",
+      "O O 0.00000000 0.5 0.5 1.00000000 Biso 0.1\n"
      ]
     }
    ],
@@ -207,18 +207,18 @@
    "id": "238c54cda578c7e7",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2024-10-21T21:23:43.126390Z",
-     "start_time": "2024-10-21T21:23:43.119525Z"
+     "end_time": "2024-10-23T12:44:16.315970Z",
+     "start_time": "2024-10-23T12:44:16.308974Z"
     }
    },
    "source": "job.show_crystal_structure(id='lbco')",
    "outputs": [
     {
      "data": {
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+      "application/3dmoljs_load.v0": "<div id=\"3dmolviewer_17296874563146229\"  style=\"position: relative; width: 640px; height: 480px;\">\n        <p id=\"3dmolwarning_17296874563146229\" style=\"background-color:#ffcccc;color:black\">You appear to be running in JupyterLab (or JavaScript failed to load for some other reason).  You need to install the 3dmol extension: <br>\n        <tt>jupyter labextension install jupyterlab_3dmol</tt></p>\n        </div>\n<script>\n\nvar loadScriptAsync = function(uri){\n  return new Promise((resolve, reject) => {\n    //this is to ignore the existence of requirejs amd\n    var savedexports, savedmodule;\n    if (typeof exports !== 'undefined') savedexports = exports;\n    else exports = {}\n    if (typeof module !== 'undefined') savedmodule = module;\n    else module = {}\n\n    var tag = document.createElement('script');\n    tag.src = uri;\n    tag.async = true;\n    tag.onload = () => {\n        exports = savedexports;\n        module = savedmodule;\n        resolve();\n    };\n  var firstScriptTag = document.getElementsByTagName('script')[0];\n  firstScriptTag.parentNode.insertBefore(tag, firstScriptTag);\n});\n};\n\nif(typeof $3Dmolpromise === 'undefined') {\n$3Dmolpromise = null;\n  $3Dmolpromise = loadScriptAsync('https://cdnjs.cloudflare.com/ajax/libs/3Dmol/2.0.4/3Dmol-min.js');\n}\n\nvar viewer_17296874563146229 = null;\nvar warn = document.getElementById(\"3dmolwarning_17296874563146229\");\nif(warn) {\n    warn.parentNode.removeChild(warn);\n}\n$3Dmolpromise.then(function() {\nviewer_17296874563146229 = $3Dmol.createViewer(document.getElementById(\"3dmolviewer_17296874563146229\"),{backgroundColor:\"white\"});\nviewer_17296874563146229.zoomTo();\n\tviewer_17296874563146229.addModel(\"data_lbco\\n_cell_length_a 3.88\\n_cell_length_b 3.88\\n_cell_length_c 3.88\\n_cell_angle_alpha 90.00000000\\n_cell_angle_beta 90.00000000\\n_cell_angle_gamma 90.00000000\\n_space_group_name_H-M_ref 'P m -3 m'\\n\\nloop_\\n_atom_site_label\\n_atom_site_type_symbol\\n_atom_site_fract_x\\n_atom_site_fract_y\\n_atom_site_fract_z\\n_atom_site_occupancy\\n_atom_site_adp_type\\n_atom_site_B_iso_or_equiv\\nLa La 0.00000000 0.00000000 0.00000000 0.5 Biso 0.1\\nBa Ba 0.00000000 0.00000000 0.00000000 0.5 Biso 0.1\\nCo Co 0.5 0.5 0.5 1.00000000 Biso 0.1\\nO O 0.00000000 0.5 0.5 1.00000000 Biso 0.1\",\"cif\");\n\tviewer_17296874563146229.setStyle({\"sphere\": {\"colorscheme\": \"Jmol\", \"scale\": 0.2}, \"stick\": {\"colorscheme\": \"Jmol\", \"radius\": 0.1}});\n\tviewer_17296874563146229.setBackgroundColor(\"#111\");\n\tviewer_17296874563146229.addUnitCell();\n\tviewer_17296874563146229.replicateUnitCell(2,2,2);\n\tviewer_17296874563146229.zoomTo();\nviewer_17296874563146229.render();\n});\n</script>",
       "text/html": [
-       "<div id=\"3dmolviewer_1729545823125088\"  style=\"position: relative; width: 640px; height: 480px;\">\n",
-       "        <p id=\"3dmolwarning_1729545823125088\" style=\"background-color:#ffcccc;color:black\">You appear to be running in JupyterLab (or JavaScript failed to load for some other reason).  You need to install the 3dmol extension: <br>\n",
+       "<div id=\"3dmolviewer_17296874563146229\"  style=\"position: relative; width: 640px; height: 480px;\">\n",
+       "        <p id=\"3dmolwarning_17296874563146229\" style=\"background-color:#ffcccc;color:black\">You appear to be running in JupyterLab (or JavaScript failed to load for some other reason).  You need to install the 3dmol extension: <br>\n",
        "        <tt>jupyter labextension install jupyterlab_3dmol</tt></p>\n",
        "        </div>\n",
        "<script>\n",
@@ -250,21 +250,21 @@
        "  $3Dmolpromise = loadScriptAsync('https://cdnjs.cloudflare.com/ajax/libs/3Dmol/2.0.4/3Dmol-min.js');\n",
        "}\n",
        "\n",
-       "var viewer_1729545823125088 = null;\n",
-       "var warn = document.getElementById(\"3dmolwarning_1729545823125088\");\n",
+       "var viewer_17296874563146229 = null;\n",
+       "var warn = document.getElementById(\"3dmolwarning_17296874563146229\");\n",
        "if(warn) {\n",
        "    warn.parentNode.removeChild(warn);\n",
        "}\n",
        "$3Dmolpromise.then(function() {\n",
-       "viewer_1729545823125088 = $3Dmol.createViewer(document.getElementById(\"3dmolviewer_1729545823125088\"),{backgroundColor:\"white\"});\n",
-       "viewer_1729545823125088.zoomTo();\n",
-       "\tviewer_1729545823125088.addModel(\"data_lbco\\n_cell_length_a 3.88\\n_cell_length_b 3.88\\n_cell_length_c 3.88\\n_cell_angle_alpha 90.00000000\\n_cell_angle_beta 90.00000000\\n_cell_angle_gamma 90.00000000\\n_space_group_name_H-M_ref 'P m -3 m'\\n\\nloop_\\n_atom_site_label\\n_atom_site_type_symbol\\n_atom_site_fract_x\\n_atom_site_fract_y\\n_atom_site_fract_z\\n_atom_site_occupancy\\n_atom_site_adp_type\\n_atom_site_B_iso_or_equiv\\nLa La 0.00000000 0.00000000 0.00000000 0.5 Biso 0.49\\nBa Ba 0.00000000 0.00000000 0.00000000 0.5 Biso 0.49\\nCo Co 0.5 0.5 0.5 1.00000000 Biso 0.26\\nO O 0.00000000 0.5 0.5 1.00000000 Biso 1.4\",\"cif\");\n",
-       "\tviewer_1729545823125088.setStyle({\"sphere\": {\"colorscheme\": \"Jmol\", \"scale\": 0.2}, \"stick\": {\"colorscheme\": \"Jmol\", \"radius\": 0.1}});\n",
-       "\tviewer_1729545823125088.setBackgroundColor(\"#111\");\n",
-       "\tviewer_1729545823125088.addUnitCell();\n",
-       "\tviewer_1729545823125088.replicateUnitCell(2,2,2);\n",
-       "\tviewer_1729545823125088.zoomTo();\n",
-       "viewer_1729545823125088.render();\n",
+       "viewer_17296874563146229 = $3Dmol.createViewer(document.getElementById(\"3dmolviewer_17296874563146229\"),{backgroundColor:\"white\"});\n",
+       "viewer_17296874563146229.zoomTo();\n",
+       "\tviewer_17296874563146229.addModel(\"data_lbco\\n_cell_length_a 3.88\\n_cell_length_b 3.88\\n_cell_length_c 3.88\\n_cell_angle_alpha 90.00000000\\n_cell_angle_beta 90.00000000\\n_cell_angle_gamma 90.00000000\\n_space_group_name_H-M_ref 'P m -3 m'\\n\\nloop_\\n_atom_site_label\\n_atom_site_type_symbol\\n_atom_site_fract_x\\n_atom_site_fract_y\\n_atom_site_fract_z\\n_atom_site_occupancy\\n_atom_site_adp_type\\n_atom_site_B_iso_or_equiv\\nLa La 0.00000000 0.00000000 0.00000000 0.5 Biso 0.1\\nBa Ba 0.00000000 0.00000000 0.00000000 0.5 Biso 0.1\\nCo Co 0.5 0.5 0.5 1.00000000 Biso 0.1\\nO O 0.00000000 0.5 0.5 1.00000000 Biso 0.1\",\"cif\");\n",
+       "\tviewer_17296874563146229.setStyle({\"sphere\": {\"colorscheme\": \"Jmol\", \"scale\": 0.2}, \"stick\": {\"colorscheme\": \"Jmol\", \"radius\": 0.1}});\n",
+       "\tviewer_17296874563146229.setBackgroundColor(\"#111\");\n",
+       "\tviewer_17296874563146229.addUnitCell();\n",
+       "\tviewer_17296874563146229.replicateUnitCell(2,2,2);\n",
+       "\tviewer_17296874563146229.zoomTo();\n",
+       "viewer_17296874563146229.render();\n",
        "});\n",
        "</script>"
       ]
@@ -294,8 +294,8 @@
    "id": "8a1823930f0346e5",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2024-10-21T21:23:43.212782Z",
-     "start_time": "2024-10-21T21:23:43.131757Z"
+     "end_time": "2024-10-23T12:44:16.420874Z",
+     "start_time": "2024-10-23T12:44:16.322137Z"
     }
    },
    "source": "job.add_experiment_from_file('data/hrpt.xye')",
@@ -313,8 +313,8 @@
    "id": "f1dfee8a4bee7672",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2024-10-21T21:23:43.364968Z",
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       "Fitting successful\n",
-      "Duration: 3.26 s\n",
-      "Reduced chi: 2.39\n"
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        "        names      values    errors units\n",
-       "1    length_a    3.890878  0.000053     Å\n",
-       "2       scale    8.318452  0.035408      \n",
-       "3  zero_shift    0.621413  0.001515   deg\n",
-       "4   intensity  168.868476  0.738558      \n",
-       "5   intensity  182.109171  0.773572      "
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+       "2       scale    5.275057  0.035223      \n",
+       "3  zero_shift    0.620519  0.002732   deg\n",
+       "4   intensity  171.084712  1.115637      \n",
+       "5   intensity  182.964912  1.168906      "
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+       "      <th></th>\n",
+       "      <th>names</th>\n",
+       "      <th>values</th>\n",
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+       "      <th>1</th>\n",
+       "      <td>length_a</td>\n",
+       "      <td>3.890872</td>\n",
+       "      <td>0.000076</td>\n",
+       "      <td>Å</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>scale</td>\n",
+       "      <td>5.275057</td>\n",
+       "      <td>0.035223</td>\n",
+       "      <td></td>\n",
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+       "    <tr>\n",
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+       "      <td>zero_shift</td>\n",
+       "      <td>0.620519</td>\n",
+       "      <td>0.002732</td>\n",
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+       "      <td>182.964912</td>\n",
+       "      <td>1.168906</td>\n",
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+          163.7,
+          170.8,
+          153.2,
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+          193.6,
+          172.8,
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+          160.3,
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+          150.6,
+          159.9,
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+          163.7,
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+          168.8,
+          159.8,
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+          147.4,
+          139.5,
+          166.7,
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+          158.6,
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+          173.4,
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+          153.6,
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+          155.6,
+          174.6,
+          169.2,
+          166.9,
+          164.3,
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+          153.9,
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+          134.5,
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+          157.3,
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+          139.2,
+          149.5,
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+          136.8,
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+          145.4,
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+          139.6,
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+          155.1,
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+          173.4,
+          156.7,
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+          135.5,
+          146.4,
+          160.5,
+          181.0,
+          203.9,
+          201.3,
+          254.2,
+          318.7,
+          396.2,
+          370.3,
+          393.3,
+          368.4,
+          298.9,
+          289.6,
+          234.0,
+          190.8,
+          154.0,
+          165.8,
+          146.3,
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+          144.8,
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+          148.4,
+          161.2,
+          173.3,
+          151.5,
+          174.3,
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+          163.7,
+          167.9,
+          143.5,
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+          149.6,
+          172.3,
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+          147.3,
+          158.2,
+          147.4,
+          161.1,
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+          166.9,
+          162.8,
+          161.2,
+          163.7,
+          172.7,
+          144.6,
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+          149.4,
+          147.8,
+          182.1,
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+          144.7,
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+          181.3,
+          162.3,
+          147.6,
+          155.6,
+          177.5,
+          168.2,
+          155.3,
+          168.2,
+          145.8,
+          148.0,
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+          158.6,
+          154.4,
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+          144.9,
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+          166.3,
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+          170.9,
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+          155.7,
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+          151.5,
+          161.4,
+          147.6,
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+          144.6,
+          153.6,
+          159.9,
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+          161.8,
+          131.4,
+          135.9,
+          165.0,
+          166.6,
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+          133.8,
+          156.2,
+          133.7,
+          143.7,
+          134.7,
+          145.6,
+          164.5,
+          150.4,
+          154.9,
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+          166.4,
+          175.4,
+          151.1,
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+          165.5,
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+          167.6,
+          157.3,
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+          170.9,
+          140.8,
+          153.6,
+          153.4,
+          156.5,
+          162.1,
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+          156.7,
+          151.6,
+          168.2,
+          175.7,
+          166.4,
+          144.9,
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+          165.5,
+          132.4,
+          167.4,
+          169.1,
+          185.8,
+          159.4,
+          178.1,
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+          145.3,
+          183.5,
+          190.6,
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+          175.8,
+          157.8,
+          174.8,
+          163.6,
+          159.4,
+          169.3,
+          191.2,
+          178.0,
+          178.7,
+          177.1,
+          180.6,
+          198.3,
+          206.7,
+          212.8,
+          212.4,
+          224.4,
+          245.4,
+          284.6,
+          389.4,
+          536.7,
+          792.2,
+          1242.1,
+          1735.0,
+          2276.3,
+          2827.8,
+          2998.5,
+          2926.9,
+          2523.8,
+          1917.8,
+          1280.5,
+          889.4,
+          525.6,
+          385.3,
+          282.5,
+          291.8,
+          263.1,
+          264.6,
+          220.3,
+          223.9,
+          198.0,
+          213.2,
+          216.5,
+          184.2,
+          208.7,
+          187.1,
+          194.2,
+          192.9,
+          202.9,
+          182.3,
+          169.1,
+          168.8,
+          172.9,
+          163.0,
+          178.7,
+          200.5,
+          165.1,
+          177.3,
+          165.1,
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+          158.3,
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+          179.4,
+          168.4,
+          164.9,
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+          164.9,
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+          161.9,
+          164.4,
+          163.8,
+          162.4,
+          185.9,
+          163.4,
+          171.4,
+          153.8,
+          145.4,
+          162.4,
+          178.2,
+          160.5,
+          141.6,
+          140.3,
+          154.1,
+          154.7,
+          154.1,
+          149.9,
+          144.5,
+          171.1,
+          138.7,
+          162.5,
+          173.4,
+          156.8,
+          151.3,
+          189.5,
+          156.2,
+          177.1,
+          163.9,
+          144.4,
+          160.2,
+          184.9,
+          155.4,
+          177.3,
+          152.6,
+          143.7,
+          150.7,
+          137.0,
+          185.4,
+          145.7,
+          145.9,
+          138.0,
+          183.5,
+          154.4,
+          167.2,
+          173.6,
+          176.8,
+          156.3,
+          200.0,
+          174.5,
+          186.5,
+          172.7,
+          156.6,
+          153.4,
+          162.4,
+          157.2,
+          177.8,
+          171.7,
+          177.8,
+          167.8,
+          174.9,
+          151.4,
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+          154.4,
+          146.0,
+          160.1,
+          164.3,
+          179.4,
+          176.8,
+          161.1,
+          148.9,
+          135.2,
+          152.7,
+          174.6,
+          159.5,
+          163.1,
+          154.7,
+          172.7,
+          165.3,
+          145.8,
+          155.7,
+          166.9,
+          142.2,
+          149.6,
+          155.7,
+          180.5,
+          151.9,
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+          148.0,
+          151.5,
+          158.6,
+          156.4,
+          154.7,
+          138.0,
+          160.5,
+          169.8,
+          156.6,
+          166.9,
+          160.5,
+          181.3,
+          165.2,
+          179.4,
+          166.2,
+          140.8,
+          156.6,
+          152.4,
+          159.4,
+          158.2,
+          165.2,
+          166.8,
+          155.5,
+          156.2,
+          176.8,
+          157.2,
+          165.2,
+          145.6,
+          171.9,
+          167.7,
+          160.3,
+          150.4,
+          170.9,
+          167.6,
+          178.5,
+          153.1,
+          155.4,
+          185.8,
+          174.6,
+          176.1,
+          196.7,
+          158.8,
+          184.1,
+          214.6,
+          247.9,
+          211.8,
+          272.2,
+          272.8,
+          267.3,
+          233.9,
+          217.9,
+          223.3,
+          223.7,
+          189.6,
+          164.8,
+          175.1,
+          188.0,
+          167.5,
+          176.5,
+          163.7,
+          185.2,
+          179.1,
+          157.3,
+          157.0,
+          152.5,
+          178.3,
+          158.3,
+          156.2,
+          155.5,
+          169.7,
+          160.4,
+          164.9,
+          162.3,
+          177.5,
+          153.7,
+          173.6,
+          177.8,
+          170.7,
+          155.6,
+          164.0,
+          191.3,
+          174.6,
+          153.7,
+          166.9,
+          166.2,
+          165.9,
+          150.8,
+          174.6,
+          156.6,
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+          187.2,
+          171.1,
+          173.7,
+          193.3,
+          157.3,
+          179.8,
+          175.5,
+          191.3,
+          169.8,
+          166.2,
+          174.6,
+          180.7,
+          205.5,
+          181.6,
+          163.0,
+          194.2,
+          171.7,
+          202.9,
+          189.0,
+          186.5,
+          182.3,
+          183.6,
+          202.6,
+          166.2,
+          170.7,
+          173.9,
+          204.6,
+          179.7,
+          199.7,
+          193.3,
+          185.2,
+          209.7,
+          228.8,
+          202.9,
+          250.1,
+          265.0,
+          404.9,
+          505.1,
+          708.5,
+          1025.9,
+          1445.3,
+          1912.8,
+          2267.9,
+          2503.7,
+          2457.0,
+          2215.5,
+          1799.9,
+          1293.1,
+          881.4,
+          568.6,
+          409.6,
+          295.0,
+          267.4,
+          268.8,
+          231.5,
+          234.8,
+          216.0,
+          256.1,
+          219.8,
+          174.8,
+          208.2,
+          203.7,
+          206.2,
+          195.9,
+          185.0,
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+          193.6,
+          165.0,
+          180.0,
+          188.1,
+          210.9,
+          194.8,
+          179.9,
+          165.8,
+          169.3,
+          173.5,
+          183.7,
+          184.0,
+          194.3,
+          173.4,
+          196.1,
+          183.9,
+          150.9,
+          185.9,
+          197.1,
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+          181.0,
+          201.9,
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+          168.2,
+          160.8,
+          168.2,
+          185.0,
+          165.4,
+          183.1,
+          212.7,
+          157.1,
+          188.6,
+          216.9,
+          164.5,
+          201.5,
+          190.7,
+          171.7,
+          197.4,
+          185.3,
+          156.1,
+          152.5,
+          188.9,
+          200.8,
+          185.1,
+          186.4,
+          161.1,
+          178.7,
+          191.9,
+          177.8,
+          189.1,
+          196.1,
+          180.4,
+          230.1,
+          226.9,
+          239.8,
+          292.9,
+          388.8,
+          476.3,
+          703.4,
+          904.4,
+          1089.3,
+          1284.8,
+          1439.7,
+          1241.4,
+          1097.2,
+          858.2,
+          619.1,
+          468.6,
+          325.5,
+          267.7,
+          247.7,
+          214.4,
+          220.5,
+          230.9,
+          191.5,
+          202.8,
+          203.1,
+          183.5,
+          181.9,
+          217.3,
+          169.3,
+          178.6,
+          159.6,
+          177.7,
+          186.7,
+          172.9,
+          177.0,
+          197.0,
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+          167.1,
+          169.3,
+          170.9,
+          162.6,
+          163.2,
+          153.9,
+          167.1,
+          181.9,
+          169.9,
+          169.3,
+          155.5,
+          164.4,
+          176.7,
+          165.4,
+          167.0,
+          168.3,
+          164.1,
+          158.6,
+          179.5,
+          168.3,
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+          184.7,
+          164.1,
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+          153.5,
+          163.4,
+          176.6,
+          172.1,
+          160.1,
+          163.4,
+          146.7,
+          174.9,
+          185.1,
+          167.1,
+          151.4,
+          167.1,
+          176.4,
+          166.1,
+          163.8,
+          169.9,
+          160.8,
+          151.5,
+          152.1,
+          171.7,
+          177.1,
+          167.8,
+          130.9,
+          157.1,
+          137.6,
+          173.5,
+          167.4,
+          158.1,
+          165.4,
+          134.0,
+          161.6,
+          168.6,
+          162.5,
+          151.3,
+          139.4,
+          174.4,
+          139.5,
+          159.0,
+          128.0,
+          162.9,
+          154.9,
+          183.2,
+          176.1,
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+          154.0,
+          168.7,
+          161.8,
+          141.9,
+          155.1,
+          173.7,
+          150.3,
+          160.2,
+          148.5,
+          157.4,
+          164.9,
+          161.3,
+          159.2,
+          154.6,
+          155.4,
+          151.8,
+          169.9,
+          129.7,
+          160.2,
+          176.9,
+          167.0,
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+          153.5,
+          151.9,
+          153.5,
+          157.6,
+          163.1,
+          168.2,
+          162.1,
+          148.9,
+          157.3,
+          153.7,
+          162.1,
+          158.5,
+          159.2,
+          170.1,
+          152.5,
+          168.2,
+          155.3,
+          166.3,
+          144.8,
+          159.5,
+          173.7,
+          168.2,
+          150.6,
+          150.9,
+          153.5,
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+          154.5,
+          136.5,
+          162.2,
+          181.8,
+          168.0,
+          160.5,
+          147.7,
+          167.3,
+          169.9,
+          144.1,
+          150.6,
+          162.5,
+          175.7,
+          168.3,
+          172.8,
+          171.2,
+          173.8,
+          177.9,
+          189.3,
+          180.9,
+          222.2,
+          227.4,
+          290.1,
+          282.7,
+          322.3,
+          339.3,
+          335.9,
+          352.0,
+          356.4,
+          286.7,
+          248.4,
+          228.4,
+          193.1,
+          185.8,
+          167.1,
+          188.7,
+          174.8,
+          170.3,
+          157.4,
+          167.4,
+          168.9,
+          173.1,
+          182.4,
+          164.4,
+          184.3,
+          169.2,
+          169.8,
+          171.1,
+          167.8,
+          176.8,
+          162.9,
+          183.5,
+          160.9,
+          146.8,
+          158.0,
+          146.8,
+          157.0,
+          159.3,
+          146.4,
+          147.7,
+          159.8,
+          135.1,
+          131.0,
+          138.0,
+          142.5,
+          147.6,
+          142.4,
+          163.0,
+          183.8,
+          165.8,
+          148.2,
+          161.9,
+          144.3,
+          160.0,
+          154.9,
+          158.1,
+          159.8,
+          169.7,
+          135.8,
+          147.6,
+          157.9,
+          154.4,
+          181.1,
+          162.1,
+          185.9,
+          163.1,
+          161.9,
+          180.5,
+          176.4,
+          142.0,
+          153.3,
+          151.7,
+          153.4,
+          149.8,
+          169.8,
+          137.4,
+          158.2,
+          152.7,
+          167.9,
+          175.0,
+          170.8,
+          149.9,
+          150.6,
+          152.8,
+          169.9,
+          169.2,
+          143.9,
+          147.1,
+          127.6,
+          152.9,
+          151.6,
+          171.2,
+          146.9,
+          147.1,
+          143.0,
+          150.0,
+          145.0,
+          148.1,
+          155.5,
+          155.8,
+          139.2,
+          150.1,
+          150.8,
+          153.9,
+          148.8,
+          146.2,
+          139.2,
+          151.0,
+          166.2,
+          153.9,
+          143.1,
+          148.2,
+          140.2,
+          171.3,
+          162.4,
+          149.2,
+          153.7,
+          138.6,
+          166.2,
+          171.3,
+          139.2,
+          160.7,
+          151.7,
+          165.5,
+          163.2,
+          150.1,
+          160.3,
+          142.4,
+          170.9,
+          130.8,
+          171.0,
+          144.3,
+          164.2,
+          151.0,
+          160.3,
+          167.3,
+          168.0,
+          152.9,
+          164.1,
+          143.2,
+          135.3,
+          150.9,
+          159.3,
+          133.6,
+          143.9,
+          149.0,
+          175.5,
+          169.1,
+          159.2,
+          163.3,
+          153.4,
+          176.8,
+          141.8,
+          184.5,
+          139.8,
+          147.8,
+          161.0,
+          173.8,
+          164.8,
+          137.2,
+          158.0,
+          171.8,
+          192.6,
+          170.8,
+          173.3,
+          216.1,
+          210.9,
+          189.0,
+          199.2,
+          262.5,
+          300.9,
+          377.3,
+          413.8,
+          516.0,
+          638.7,
+          697.2,
+          695.5,
+          755.1,
+          691.5,
+          560.8,
+          442.9,
+          351.7,
+          309.5,
+          260.3,
+          231.9,
+          194.6,
+          205.9,
+          184.0,
+          188.5,
+          174.4,
+          192.5,
+          181.2,
+          156.9,
+          178.4,
+          158.9,
+          171.7,
+          169.6,
+          196.9,
+          135.0,
+          163.2,
+          172.6,
+          158.4,
+          156.3,
+          178.8,
+          200.7,
+          134.5,
+          156.4,
+          174.9,
+          162.2,
+          152.8,
+          170.9,
+          159.6,
+          166.0,
+          150.9,
+          154.5,
+          166.3,
+          158.3,
+          168.3,
+          158.3,
+          167.3,
+          160.2,
+          154.8,
+          172.8,
+          163.5,
+          177.6,
+          157.7,
+          154.5,
+          152.9,
+          169.0,
+          160.6,
+          172.8,
+          149.0,
+          153.6,
+          145.2,
+          157.5,
+          170.3,
+          166.1,
+          152.0,
+          156.5,
+          149.1,
+          144.0,
+          151.0,
+          161.3,
+          149.1,
+          156.5,
+          146.2,
+          167.1,
+          158.7,
+          152.7,
+          151.0,
+          159.4,
+          152.0,
+          161.4,
+          165.5,
+          142.1,
+          163.6,
+          130.6,
+          151.0,
+          164.2,
+          181.0,
+          163.3,
+          193.5,
+          145.9,
+          139.5,
+          170.0,
+          147.2,
+          166.1,
+          157.8,
+          178.7,
+          148.1,
+          155.6,
+          170.3,
+          150.7,
+          150.1,
+          169.1,
+          142.4,
+          167.1,
+          155.8,
+          153.6,
+          143.3,
+          176.7,
+          152.9,
+          150.7,
+          170.2,
+          152.5,
+          160.5,
+          150.5,
+          139.3,
+          184.2,
+          152.8,
+          144.7,
+          146.9,
+          163.9,
+          144.0,
+          168.6,
+          168.0,
+          145.5,
+          163.2,
+          150.3,
+          143.9,
+          198.4,
+          159.2,
+          157.0,
+          155.4,
+          156.0,
+          156.3,
+          155.0,
+          142.9,
+          151.2,
+          155.3,
+          132.0,
+          153.4,
+          158.9,
+          143.8,
+          141.6,
+          131.4,
+          139.7,
+          161.2,
+          155.2,
+          151.6,
+          147.5,
+          163.2,
+          161.0,
+          162.3,
+          150.4,
+          156.5,
+          166.9,
+          147.0,
+          160.2,
+          136.4,
+          156.4,
+          154.7,
+          155.5,
+          162.5,
+          150.7,
+          151.9,
+          175.7,
+          178.9,
+          168.0,
+          188.6,
+          176.7,
+          151.0,
+          201.9,
+          206.0,
+          215.4,
+          240.0,
+          237.7,
+          257.5,
+          279.5,
+          283.7,
+          313.5,
+          329.5,
+          331.0,
+          323.6,
+          314.5,
+          281.8,
+          243.5,
+          212.9,
+          189.3,
+          208.0,
+          162.3,
+          170.3,
+          183.5,
+          163.6,
+          166.1,
+          163.5,
+          165.2,
+          196.4,
+          168.0,
+          154.8,
+          152.6,
+          159.7,
+          162.2,
+          164.5,
+          180.6,
+          158.7,
+          164.2,
+          175.1,
+          162.2,
+          180.9,
+          166.1,
+          158.7,
+          152.6,
+          170.3,
+          171.0,
+          174.1,
+          165.2,
+          159.7,
+          166.1,
+          191.6,
+          155.5,
+          149.1,
+          169.0,
+          154.8,
+          179.6,
+          175.1,
+          190.2,
+          166.4,
+          163.2,
+          172.2,
+          161.3,
+          162.5,
+          184.4,
+          185.7,
+          193.1,
+          190.5,
+          167.0,
+          125.9,
+          166.0,
+          170.2,
+          153.4,
+          153.7,
+          175.6,
+          168.2,
+          180.4,
+          158.5,
+          188.1,
+          201.9,
+          184.0,
+          175.7,
+          157.0,
+          168.9,
+          181.0,
+          164.0,
+          166.5,
+          181.3,
+          186.7,
+          189.0,
+          185.7,
+          194.8,
+          215.6,
+          264.4,
+          269.8,
+          306.2,
+          374.8,
+          435.8,
+          555.6,
+          659.0,
+          843.0,
+          933.2,
+          1092.0,
+          1230.8,
+          1270.5,
+          1186.5,
+          1062.7,
+          947.3,
+          763.8,
+          576.0,
+          465.0,
+          339.5,
+          262.4,
+          249.2,
+          242.1,
+          228.9,
+          211.2,
+          212.5,
+          174.5,
+          181.6,
+          196.8,
+          191.3,
+          184.3,
+          204.0,
+          186.3,
+          186.6,
+          174.7,
+          195.3,
+          170.9,
+          173.1,
+          188.3,
+          170.3,
+          173.9,
+          169.4,
+          171.9,
+          199.3,
+          164.2,
+          185.8,
+          172.0,
+          171.3,
+          177.7,
+          160.7,
+          182.5,
+          187.7,
+          160.3,
+          165.4,
+          148.7,
+          194.4,
+          169.9,
+          170.2,
+          160.2,
+          171.2,
+          200.8,
+          187.6,
+          179.6,
+          177.0,
+          201.8,
+          181.9,
+          189.2,
+          170.2,
+          189.3,
+          174.1,
+          201.8,
+          178.0,
+          175.7,
+          176.0,
+          211.5,
+          172.1,
+          180.5,
+          172.2,
+          198.9,
+          183.7,
+          183.5,
+          155.0,
+          194.1,
+          171.3,
+          193.1,
+          198.3,
+          188.3,
+          209.9,
+          198.9,
+          217.6,
+          228.8,
+          220.5,
+          228.8,
+          287.4,
+          269.9,
+          299.6,
+          400.4,
+          401.9,
+          565.6,
+          674.2,
+          832.4,
+          1023.0,
+          1197.7,
+          1446.2,
+          1653.7,
+          1778.2,
+          1802.7,
+          1824.5,
+          1685.0,
+          1454.8,
+          1197.2,
+          940.9,
+          725.8,
+          601.8,
+          465.1,
+          389.4,
+          323.5,
+          289.9,
+          278.8,
+          216.1,
+          230.2,
+          205.5,
+          238.9,
+          199.6,
+          231.1,
+          222.8,
+          203.0,
+          207.3,
+          203.0,
+          237.2,
+          182.7,
+          176.4,
+          205.9,
+          189.8,
+          191.4,
+          175.4,
+          215.6,
+          176.4,
+          177.1,
+          196.7,
+          189.7,
+          186.1,
+          184.9,
+          176.5,
+          181.1,
+          166.0,
+          175.4,
+          176.7,
+          181.2,
+          179.6,
+          160.2,
+          170.0,
+          167.9,
+          189.5,
+          164.1,
+          187.6,
+          166.1,
+          166.4,
+          180.6,
+          146.1,
+          181.6,
+          187.6,
+          178.6,
+          176.0,
+          172.9,
+          157.7,
+          153.6,
+          172.2,
+          183.4,
+          164.4,
+          184.4,
+          161.5,
+          158.4,
+          177.0,
+          199.8,
+          176.0,
+          161.2,
+          158.6,
+          150.6,
+          161.6,
+          164.2,
+          167.4,
+          172.9,
+          177.0,
+          157.4,
+          162.5,
+          180.6,
+          162.5,
+          180.6,
+          176.1,
+          207.7,
+          165.5,
+          145.9,
+          178.0,
+          171.0,
+          177.1,
+          170.0,
+          165.5,
+          190.3,
+          179.0,
+          186.5,
+          169.4,
+          158.5,
+          173.3,
+          183.6,
+          161.7,
+          154.7,
+          165.6,
+          184.6,
+          191.7,
+          202.0,
+          186.8,
+          190.4,
+          177.2,
+          174.9,
+          178.1,
+          173.0,
+          162.7,
+          162.4,
+          161.7,
+          180.7,
+          168.5,
+          148.9,
+          173.3,
+          186.5,
+          155.9,
+          164.3,
+          175.2,
+          164.3,
+          151.1,
+          162.3,
+          175.2,
+          163.2,
+          159.7,
+          159.4,
+          168.3,
+          172.8,
+          168.3,
+          179.6,
+          164.4,
+          163.1,
+          180.8,
+          166.0,
+          135.5,
+          172.7,
+          169.1,
+          152.3,
+          151.7,
+          185.1,
+          154.6,
+          170.6,
+          189.2,
+          176.3,
+          168.9,
+          166.6,
+          166.0,
+          165.6,
+          157.3,
+          162.7,
+          164.9,
+          171.3,
+          179.4,
+          178.0,
+          184.2,
+          181.0,
+          152.4,
+          175.2,
+          162.0,
+          162.7,
+          170.7,
+          165.6,
+          173.6,
+          162.8,
+          177.5,
+          180.1,
+          164.1,
+          163.8,
+          167.0,
+          145.6,
+          179.6,
+          163.9,
+          171.9,
+          164.9,
+          171.0,
+          174.6,
+          169.1,
+          176.5,
+          177.8,
+          152.5,
+          161.5,
+          145.8,
+          183.7,
+          169.9,
+          182.7,
+          153.5,
+          204.0,
+          192.2,
+          171.2,
+          163.3,
+          184.8,
+          200.9,
+          166.4,
+          178.7,
+          187.7,
+          206.8,
+          212.9,
+          214.6,
+          239.1,
+          240.7,
+          256.6,
+          224.2,
+          213.9,
+          239.8,
+          199.4,
+          189.4,
+          213.9,
+          205.9,
+          172.4,
+          178.8,
+          174.3,
+          169.2,
+          195.6,
+          160.5,
+          188.8,
+          165.3,
+          176.2,
+          164.4,
+          164.7,
+          176.9,
+          165.6,
+          164.4,
+          152.1,
+          172.1,
+          141.6,
+          161.5,
+          184.0,
+          178.9,
+          161.8,
+          164.4,
+          159.9,
+          160.5,
+          165.6,
+          167.2,
+          189.8,
+          178.8,
+          171.4,
+          183.7,
+          156.9,
+          174.0,
+          162.7,
+          164.4,
+          185.9,
+          167.2,
+          189.8,
+          162.4,
+          170.5,
+          178.8,
+          161.7,
+          167.2,
+          166.5,
+          177.8,
+          169.4,
+          161.4,
+          178.1,
+          181.6,
+          158.7,
+          184.4,
+          179.9,
+          162.2,
+          193.4,
+          175.6,
+          161.5,
+          182.3,
+          162.4,
+          182.2,
+          170.0,
+          184.2,
+          182.6,
+          156.1,
+          175.7,
+          158.0,
+          179.5,
+          157.0,
+          162.1,
+          153.1,
+          174.6,
+          172.3,
+          152.4,
+          186.8,
+          168.8,
+          138.6,
+          143.8,
+          173.3,
+          140.9,
+          179.0,
+          186.1,
+          152.1,
+          159.1,
+          149.3,
+          152.5,
+          203.3,
+          183.4,
+          191.8,
+          172.8,
+          149.5,
+          163.2,
+          161.1,
+          182.6,
+          161.1,
+          164.3,
+          169.9,
+          171.1,
+          171.9,
+          186.6,
+          162.3,
+          177.0,
+          181.6,
+          179.0,
+          158.5,
+          181.0,
+          176.9,
+          153.0,
+          178.8,
+          148.3,
+          178.9,
+          168.5,
+          194.3,
+          166.6,
+          159.6,
+          170.5,
+          174.1,
+          172.5,
+          169.3,
+          171.5,
+          151.1,
+          188.0,
+          176.2,
+          190.9,
+          165.5,
+          165.8,
+          180.0,
+          201.6,
+          189.7,
+          202.6,
+          152.9,
+          183.2,
+          165.5,
+          158.1,
+          160.6,
+          175.4,
+          163.5,
+          173.5,
+          176.1,
+          154.2,
+          164.5,
+          157.1,
+          158.7,
+          181.2,
+          174.1,
+          150.3,
+          148.1,
+          170.6,
+          138.5,
+          167.6,
+          180.8,
+          172.4,
+          146.1,
+          180.1,
+          152.8,
+          165.7,
+          170.1,
+          167.6,
+          163.3,
+          170.4,
+          175.8,
+          167.5,
+          147.8,
+          188.7,
+          187.4,
+          160.7,
+          163.2,
+          181.9,
+          183.5,
+          173.2,
+          170.0,
+          162.6,
+          165.2,
+          177.1,
+          161.3,
+          151.0,
+          176.7,
+          156.8,
+          184.4,
+          185.7,
+          170.9,
+          202.1,
+          169.9,
+          186.6,
+          172.7,
+          164.3,
+          172.6,
+          179.7,
+          186.0,
+          167.1,
+          164.8,
+          184.4,
+          220.7,
+          189.2,
+          192.7,
+          176.6,
+          157.9,
+          189.1,
+          188.8,
+          184.3,
+          185.8,
+          173.7,
+          199.3,
+          184.3,
+          205.2,
+          182.3,
+          223.5,
+          197.8,
+          204.2,
+          232.6,
+          205.2,
+          225.9,
+          229.5,
+          253.1,
+          277.0,
+          305.6,
+          284.8,
+          294.9,
+          352.1,
+          400.3,
+          493.7,
+          572.6,
+          619.3,
+          685.6,
+          804.9,
+          866.6,
+          979.3,
+          1027.2,
+          1149.9,
+          1244.3,
+          1263.4,
+          1383.6,
+          1345.4,
+          1265.2,
+          1335.6,
+          1239.7,
+          1098.9,
+          962.6,
+          889.1,
+          805.1,
+          630.5,
+          605.5,
+          500.1,
+          451.7,
+          389.7,
+          353.0,
+          307.7,
+          289.7,
+          254.3,
+          223.6,
+          216.5,
+          217.8,
+          208.7,
+          207.1,
+          229.1,
+          213.9,
+          198.1,
+          212.0,
+          183.6,
+          190.7,
+          175.9,
+          187.8,
+          211.7,
+          196.5,
+          199.1,
+          188.7,
+          192.3,
+          176.2,
+          199.1,
+          180.1,
+          192.3,
+          190.7,
+          174.9,
+          207.2,
+          189.4,
+          179.1,
+          183.6,
+          174.3,
+          192.3,
+          183.9,
+          169.2,
+          173.3,
+          213.6,
+          187.8,
+          163.4,
+          180.1,
+          186.5,
+          176.2,
+          184.6,
+          175.2,
+          156.6,
+          170.4,
+          184.6,
+          144.4,
+          159.5,
+          177.2,
+          153.7,
+          151.1,
+          171.0,
+          169.4,
+          160.4,
+          169.4,
+          170.0,
+          173.2,
+          181.6,
+          190.6,
+          166.0,
+          178.9,
+          198.9,
+          174.1,
+          180.5,
+          172.1,
+          169.8,
+          178.8,
+          187.1,
+          197.1,
+          150.5,
+          188.4,
+          183.2,
+          170.0,
+          163.8,
+          174.8,
+          145.5,
+          170.8,
+          149.3,
+          156.3,
+          157.9,
+          174.6,
+          154.0,
+          168.8,
+          182.9,
+          165.9,
+          158.8,
+          150.5,
+          158.9,
+          165.0,
+          165.6,
+          158.2,
+          175.3,
+          176.6,
+          171.5,
+          156.4,
+          152.3,
+          171.9,
+          145.6,
+          176.7,
+          152.4,
+          160.4,
+          191.9,
+          157.5,
+          179.4,
+          154.7,
+          168.9,
+          177.8,
+          162.1,
+          171.1,
+          150.6,
+          161.5,
+          163.1,
+          150.9,
+          161.2,
+          143.2,
+          141.0,
+          177.0,
+          176.7,
+          156.7,
+          175.7,
+          164.4,
+          154.5,
+          151.0,
+          182.5,
+          162.5,
+          134.4,
+          157.8,
+          166.1,
+          169.4,
+          162.3,
+          158.7,
+          187.4,
+          168.4,
+          140.2,
+          181.0,
+          147.8,
+          166.5,
+          168.1,
+          162.6,
+          165.2,
+          173.2,
+          181.6,
+          154.0,
+          171.0,
+          201.3,
+          170.1,
+          171.4,
+          161.4,
+          162.7,
+          158.5,
+          154.0,
+          175.0,
+          153.1,
+          171.1,
+          168.4,
+          161.4,
+          165.6,
+          177.8,
+          168.5,
+          161.4,
+          167.5,
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+          193.8,
+          156.0,
+          182.4,
+          190.3,
+          168.8,
+          160.2,
+          171.9,
+          209.0,
+          200.0,
+          193.4,
+          206.1,
+          199.5,
+          193.6,
+          187.1,
+          194.6,
+          191.2,
+          202.8,
+          220.1,
+          196.6,
+          173.4,
+          183.0,
+          216.9,
+          180.9,
+          212.7,
+          205.7,
+          205.4,
+          214.0,
+          219.9,
+          206.7,
+          201.2,
+          213.9,
+          206.4,
+          217.0,
+          226.0,
+          210.8,
+          233.2,
+          233.6,
+          240.5,
+          298.5,
+          371.1,
+          490.3,
+          767.2,
+          1209.7,
+          1615.1,
+          2167.3,
+          2776.1,
+          3043.7,
+          3043.5,
+          2848.0,
+          2418.8,
+          1793.2,
+          1242.4,
+          852.3,
+          533.8,
+          371.6,
+          288.9,
+          274.9,
+          247.8,
+          234.7,
+          242.6,
+          246.1,
+          232.3,
+          224.4,
+          226.2,
+          200.6,
+          221.0,
+          226.5,
+          201.4,
+          191.3,
+          199.3,
+          205.8,
+          205.5,
+          199.6,
+          222.1,
+          213.1,
+          177.5,
+          226.5,
+          204.5,
+          198.6,
+          183.7,
+          189.2,
+          192.0,
+          200.6,
+          194.1,
+          186.1,
+          179.5,
+          195.4,
+          183.7,
+          198.5,
+          189.9,
+          166.4,
+          213.7,
+          190.3,
+          197.2,
+          178.8,
+          194.1,
+          222.4,
+          199.2,
+          176.7,
+          209.6,
+          181.9,
+          185.7,
+          214.1,
+          175.4,
+          186.1,
+          200.3,
+          190.3,
+          213.8,
+          184.0,
+          205.5,
+          191.3,
+          181.7,
+          172.7,
+          195.2,
+          186.2,
+          182.8,
+          194.6,
+          182.9,
+          177.0,
+          178.7,
+          187.4,
+          186.1,
+          148.9,
+          178.8,
+          208.2,
+          172.6,
+          164.5,
+          193.3,
+          172.9,
+          161.2,
+          185.4,
+          183.0,
+          188.5,
+          174.7,
+          181.2,
+          199.6,
+          192.6,
+          177.7,
+          167.6,
+          182.9,
+          174.8,
+          169.3,
+          186.2,
+          161.0,
+          180.0,
+          177.6,
+          169.5,
+          190.0,
+          200.6,
+          167.1,
+          207.7,
+          158.7,
+          181.8,
+          178.4,
+          206.6,
+          180.4,
+          201.4,
+          194.8,
+          193.1,
+          189.7,
+          201.3,
+          200.0,
+          190.9,
+          189.6,
+          197.1,
+          184.4,
+          201.3,
+          207.2,
+          191.9,
+          188.5,
+          192.9,
+          181.2,
+          190.9,
+          177.1,
+          160.7,
+          180.2,
+          169.1,
+          162.6,
+          194.0,
+          184.4,
+          190.9,
+          191.6,
+          183.6,
+          139.7,
+          193.0,
+          165.7,
+          195.1,
+          178.2,
+          168.1,
+          176.1,
+          178.5,
+          188.5,
+          195.1,
+          185.5,
+          172.3,
+          181.3,
+          174.3,
+          176.1,
+          177.4,
+          189.6,
+          185.8,
+          169.9,
+          176.4,
+          187.5,
+          178.5,
+          173.0,
+          179.5,
+          147.0,
+          179.5,
+          163.7,
+          171.2,
+          184.4,
+          191.9,
+          181.2,
+          177.4,
+          178.1,
+          174.3,
+          187.4,
+          174.3,
+          156.4,
+          159.7,
+          168.8,
+          188.8,
+          174.0,
+          165.0,
+          190.6,
+          158.8,
+          157.5,
+          182.7,
+          166.8,
+          182.7,
+          153.3,
+          166.1,
+          161.7,
+          156.8,
+          162.8,
+          174.5,
+          164.9,
+          182.9,
+          164.9,
+          168.4,
+          175.4,
+          161.2,
+          146.3,
+          170.6,
+          155.7,
+          164.4,
+          177.7,
+          177.0,
+          188.1,
+          162.4,
+          180.9,
+          171.9,
+          200.6,
+          183.3,
+          171.6,
+          160.5,
+          171.6,
+          187.5,
+          209.0,
+          234.1,
+          230.7,
+          287.8,
+          355.3,
+          437.8,
+          409.7,
+          434.7,
+          407.6,
+          335.1,
+          324.4,
+          266.0,
+          219.2,
+          180.0,
+          192.2,
+          171.7,
+          182.8,
+          181.0,
+          193.1,
+          156.0,
+          191.0,
+          217.2,
+          171.3,
+          177.8,
+          176.4,
+          146.6,
+          169.2,
+          174.7,
+          187.9,
+          173.6,
+          186.8,
+          200.7,
+          176.5,
+          201.7,
+          175.4,
+          190.3,
+          194.1,
+          168.5,
+          175.4,
+          203.8,
+          174.4,
+          199.7,
+          181.7,
+          172.7,
+          183.8,
+          172.6,
+          186.9,
+          175.7,
+          193.1,
+          189.2,
+          186.8,
+          190.3,
+          199.3,
+          169.4,
+          201.3,
+          174.6,
+          172.2,
+          209.9,
+          190.9,
+          201.5,
+          173.3,
+          169.3,
+          196.0,
+          181.8,
+          161.8,
+          208.7,
+          187.7,
+          172.4,
+          180.4,
+          204.5,
+          193.8,
+          180.7,
+          193.8,
+          170.2,
+          172.0,
+          163.0,
+          183.4,
+          179.6,
+          172.0,
+          169.1,
+          184.4,
+          151.5,
+          184.4,
+          161.9,
+          191.7,
+          165.0,
+          182.4,
+          197.1,
+          169.9,
+          189.9,
+          171.0,
+          169.2,
+          180.3,
+          166.0,
+          182.4,
+          158.8,
+          173.1,
+          187.9,
+          182.4,
+          165.1,
+          177.3,
+          176.5,
+          186.6,
+          172.4,
+          201.2,
+          195.3,
+          210.5,
+          175.6,
+          188.8,
+          169.4,
+          178.4,
+          186.1,
+          179.5,
+          188.2,
+          154.6,
+          160.1,
+          191.0,
+          193.4,
+          152.6,
+          216.3,
+          184.8,
+          182.0,
+          154.8,
+          158.2,
+          181.8,
+          158.3,
+          168.3,
+          159.3,
+          170.4,
+          191.5,
+          175.6,
+          181.1,
+          176.6,
+          193.6,
+          202.6,
+          176.9,
+          194.2,
+          192.5,
+          158.9,
+          192.5,
+          162.0,
+          180.9,
+          168.2,
+          194.4,
+          182.7,
+          194.3,
+          197.1,
+          165.2,
+          178.4,
+          178.6,
+          181.5,
+          187.9,
+          169.0,
+          177.4,
+          181.3,
+          176.4,
+          193.8,
+          202.3,
+          191.6,
+          169.1,
+          202.0,
+          179.5,
+          190.5,
+          155.6,
+          192.6,
+          194.9,
+          212.2,
+          184.6,
+          203.9,
+          178.3,
+          168.7,
+          210.5,
+          217.4,
+          196.0,
+          201.9,
+          202.2,
+          182.2,
+          201.2,
+          188.4,
+          184.6,
+          194.7,
+          218.8,
+          204.0,
+          205.3,
+          202.9,
+          207.4,
+          225.7,
+          235.3,
+          241.2,
+          241.6,
+          253.6,
+          276.6,
+          317.4,
+          428.6,
+          581.3,
+          847.8,
+          1309.9,
+          1817.0,
+          2367.7,
+          2932.2,
+          3103.5,
+          3033.1,
+          2620.2,
+          2004.2,
+          1349.5,
+          948.6,
+          570.4,
+          424.7,
+          315.5,
+          326.2,
+          294.9,
+          297.4,
+          249.7,
+          254.1,
+          226.0,
+          242.8,
+          245.5,
+          211.8,
+          237.3,
+          214.9,
+          221.8,
+          221.1,
+          231.1,
+          209.7,
+          194.9,
+          195.2,
+          199.1,
+          189.0,
+          205.3,
+          229.5,
+          190.9,
+          204.7,
+          190.9,
+          198.5,
+          183.7,
+          187.3,
+          206.6,
+          195.6,
+          191.1,
+          210.1,
+          191.1,
+          186.3,
+          188.1,
+          191.6,
+          190.2,
+          189.6,
+          214.1,
+          190.6,
+          198.6,
+          180.2,
+          170.6,
+          189.6,
+          205.8,
+          187.5,
+          166.4,
+          165.7,
+          179.9,
+          181.3,
+          179.9,
+          176.1,
+          169.5,
+          198.9,
+          163.3,
+          189.5,
+          200.6,
+          183.2,
+          176.7,
+          218.5,
+          181.8,
+          204.9,
+          190.1,
+          169.6,
+          185.8,
+          213.1,
+          180.6,
+          204.7,
+          177.4,
+          168.3,
+          175.3,
+          161.0,
+          212.6,
+          170.3,
+          170.1,
+          162.0,
+          210.5,
+          179.6,
+          192.8,
+          200.4,
+          203.2,
+          181.7,
+          228.0,
+          201.5,
+          213.5,
+          199.3,
+          181.4,
+          178.6,
+          187.6,
+          182.8,
+          204.2,
+          198.3,
+          204.2,
+          194.2,
+          201.1,
+          176.6,
+          198.0,
+          180.7,
+          180.4,
+          179.6,
+          170.0,
+          185.9,
+          189.7,
+          206.6,
+          203.2,
+          186.9,
+          173.1,
+          158.8,
+          177.3,
+          201.4,
+          184.5,
+          188.9,
+          179.3,
+          199.3,
+          190.7,
+          170.2,
+          180.3,
+          193.1,
+          165.8,
+          174.4,
+          180.3,
+          207.5,
+          176.1,
+          181.6,
+          172.0,
+          176.5,
+          183.4,
+          181.6,
+          179.3,
+          162.0,
+          185.5,
+          196.2,
+          181.4,
+          193.1,
+          185.5,
+          208.7,
+          190.8,
+          206.6,
+          191.8,
+          165.2,
+          181.4,
+          177.6,
+          184.6,
+          183.8,
+          190.8,
+          193.2,
+          180.5,
+          181.8,
+          203.2,
+          182.8,
+          190.8,
+          170.4,
+          198.1,
+          194.3,
+          185.7,
+          175.6,
+          197.1,
+          194.4,
+          205.5,
+          178.9,
+          180.6,
+          214.2,
+          201.4,
+          203.9,
+          225.3,
+          185.2,
+          211.9,
+          245.4,
+          280.1,
+          242.2,
+          305.8,
+          307.2,
+          300.7,
+          266.1,
+          248.1,
+          254.7,
+          254.3,
+          218.4,
+          191.2,
+          202.9,
+          216.0,
+          194.5,
+          203.5,
+          190.3,
+          212.8,
+          206.9,
+          182.7,
+          183.0,
+          177.5,
+          205.7,
+          183.7,
+          181.8,
+          180.5,
+          196.3,
+          185.6,
+          191.1,
+          187.7,
+          204.5,
+          178.3,
+          200.4,
+          204.2,
+          197.3,
+          180.4,
+          190.0,
+          218.7,
+          201.4,
+          178.3,
+          193.1,
+          191.8,
+          192.1,
+          175.2,
+          201.4,
+          181.4,
+          192.0,
+          181.4,
+          214.8,
+          196.9,
+          200.3,
+          220.7,
+          182.7,
+          206.2,
+          202.5,
+          218.7,
+          196.2,
+          191.8,
+          201.4,
+          207.3,
+          234.5,
+          208.4,
+          189.0,
+          221.8,
+          198.3,
+          231.1,
+          217.0,
+          213.5,
+          209.7,
+          210.4,
+          231.4,
+          191.8,
+          197.3,
+          200.1,
+          233.4,
+          206.3,
+          228.3,
+          220.7,
+          212.8,
+          238.3,
+          259.2,
+          231.1,
+          281.9,
+          297.0,
+          445.1,
+          548.9,
+          761.5,
+          1088.1,
+          1520.7,
+          1997.2,
+          2362.1,
+          2600.3,
+          2555.0,
+          2306.5,
+          1884.1,
+          1362.9,
+          940.6,
+          615.4,
+          450.4,
+          329.0,
+          300.6,
+          301.2,
+          262.5,
+          265.2,
+          246.0,
+          287.9,
+          250.2,
+          201.2,
+          237.8,
+          232.3,
+          235.8,
+          224.1,
+          213.0,
+          221.0,
+          222.4,
+          191.0,
+          208.0,
+          215.9,
+          241.1,
+          223.2,
+          208.1,
+          192.2,
+          196.7,
+          200.5,
+          212.3,
+          212.0,
+          223.7,
+          200.6,
+          225.9,
+          212.1,
+          177.1,
+          214.1,
+          226.9,
+          211.0,
+          205.2,
+          209.0,
+          232.1,
+          202.8,
+          195.8,
+          187.2,
+          195.8,
+          213.0,
+          192.6,
+          210.9,
+          243.3,
+          182.9,
+          217.4,
+          247.1,
+          191.5,
+          230.5,
+          219.3,
+          198.3,
+          226.6,
+          212.7,
+          181.9,
+          177.5,
+          217.1,
+          229.2,
+          212.9,
+          213.6,
+          186.9,
+          205.3,
+          220.1,
+          204.2,
+          216.9,
+          223.9,
+          207.6,
+          259.9,
+          257.1,
+          270.2,
+          327.1,
+          427.2,
+          519.7,
+          754.6,
+          963.6,
+          1152.7,
+          1355.2,
+          1512.3,
+          1310.6,
+          1160.8,
+          915.8,
+          666.9,
+          511.4,
+          360.5,
+          300.3,
+          278.3,
+          243.6,
+          249.5,
+          261.1,
+          218.5,
+          231.2,
+          230.9,
+          210.5,
+          208.1,
+          246.7,
+          194.7,
+          205.4,
+          184.4,
+          204.3,
+          213.3,
+          199.1,
+          203.0,
+          225.0,
+          196.8,
+          192.9,
+          194.7,
+          197.1,
+          187.4,
+          188.8,
+          178.1,
+          192.9,
+          208.1,
+          196.1,
+          194.7,
+          180.5,
+          189.6,
+          203.3,
+          190.6,
+          193.0,
+          193.7,
+          189.9,
+          183.4,
+          206.5,
+          193.7,
+          193.0,
+          211.3,
+          189.9,
+          173.0,
+          178.5,
+          188.6,
+          203.4,
+          197.9,
+          185.9,
+          188.6,
+          171.3,
+          201.1,
+          212.9,
+          192.9,
+          176.6,
+          192.9,
+          203.6,
+          191.9,
+          190.2,
+          196.1,
+          187.2,
+          176.5,
+          177.9,
+          198.3,
+          204.9,
+          194.2,
+          155.1,
+          182.9,
+          162.4,
+          200.5,
+          194.6,
+          183.9,
+          192.6,
+          158.0,
+          188.4,
+          195.4,
+          189.5,
+          176.7,
+          164.6,
+          201.6,
+          164.5,
+          185.0,
+          152.0,
+          189.1,
+          181.1,
+          210.8,
+          203.9,
+          189.1,
+          180.0,
+          195.3,
+          188.2,
+          166.1,
+          180.9,
+          200.3,
+          175.7,
+          185.8,
+          173.5,
+          182.6,
+          191.1,
+          186.7,
+          184.8,
+          179.4,
+          180.6,
+          176.2,
+          196.1,
+          152.3,
+          185.8,
+          203.1,
+          193.0,
+          174.1,
+          178.5,
+          176.1,
+          178.5,
+          182.4,
+          188.9,
+          193.8,
+          187.9,
+          173.1,
+          182.7,
+          178.3,
+          187.9,
+          183.5,
+          184.8,
+          195.9,
+          177.5,
+          193.8,
+          180.7,
+          191.7,
+          169.2,
+          184.5,
+          200.3,
+          193.8,
+          175.4,
+          175.1,
+          178.5,
+          173.0,
+          179.5,
+          159.5,
+          187.8,
+          208.2,
+          194.0,
+          185.5,
+          172.3,
+          192.7,
+          196.1,
+          167.9,
+          175.4,
+          187.5,
+          202.3,
+          193.7,
+          199.2,
+          196.8,
+          200.2,
+          204.1,
+          216.7,
+          207.1,
+          251.8,
+          256.6,
+          323.9,
+          315.3,
+          357.7,
+          374.7,
+          372.1,
+          388.0,
+          393.6,
+          319.3,
+          279.6,
+          257.6,
+          220.9,
+          212.2,
+          192.9,
+          215.3,
+          201.2,
+          195.7,
+          182.6,
+          192.6,
+          195.1,
+          198.9,
+          209.6,
+          189.6,
+          211.7,
+          194.8,
+          196.2,
+          196.9,
+          194.2,
+          203.2,
+          189.1,
+          210.5,
+          187.1,
+          171.2,
+          184.0,
+          171.2,
+          183.0,
+          184.7,
+          171.6,
+          172.3,
+          186.2,
+          158.9,
+          155.0,
+          162.0,
+          167.5,
+          172.4,
+          167.6,
+          189.0,
+          212.2,
+          192.2,
+          173.8,
+          188.1,
+          169.7,
+          186.0,
+          181.1,
+          183.9,
+          186.2,
+          196.3,
+          160.2,
+          172.4,
+          184.1,
+          179.6,
+          208.9,
+          187.9,
+          214.1,
+          188.9,
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+          207.5,
+          203.6,
+          166.0,
+          178.7,
+          176.3,
+          178.6,
+          174.2,
+          196.2,
+          160.6,
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+          196.1,
+          194.8,
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+          169.8,
+          162.8,
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+          166.9,
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+          163.8,
+          196.7,
+          187.6,
+          172.8,
+          178.3,
+          161.4,
+          191.8,
+          196.7,
+          162.8,
+          185.3,
+          176.3,
+          190.5,
+          188.8,
+          173.9,
+          185.7,
+          165.6,
+          197.1,
+          153.2,
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+          167.7,
+          189.8,
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+          185.7,
+          192.7,
+          194.0,
+          177.1,
+          189.9,
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+          158.7,
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+          184.7,
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+          202.5,
+          194.9,
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+          188.7,
+          178.6,
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+          211.5,
+          164.2,
+          172.2,
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+          191.2,
+          160.8,
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+          198.2,
+          221.4,
+          197.2,
+          200.7,
+          245.9,
+          241.1,
+          217.0,
+          228.8,
+          295.5,
+          337.1,
+          416.7,
+          456.2,
+          562.0,
+          691.3,
+          750.8,
+          750.5,
+          810.9,
+          746.5,
+          609.2,
+          487.1,
+          390.3,
+          346.5,
+          293.7,
+          264.1,
+          223.4,
+          236.1,
+          212.0,
+          217.5,
+          201.6,
+          221.5,
+          208.8,
+          183.1,
+          205.6,
+          185.1,
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+          196.4,
+          225.1,
+          159.0,
+          188.8,
+          199.4,
+          183.6,
+          181.7,
+          205.2,
+          229.3,
+          157.5,
+          181.6,
+          201.1,
+          187.8,
+          177.2,
+          197.1,
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+          179.5,
+          191.7,
+          183.7,
+          193.7,
+          183.7,
+          192.7,
+          185.8,
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+          199.2,
+          188.5,
+          204.4,
+          182.3,
+          179.5,
+          177.1,
+          195.0,
+          185.4,
+          199.2,
+          173.0,
+          178.4,
+          168.8,
+          182.5,
+          195.7,
+          191.9,
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+          181.5,
+          172.9,
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+          186.7,
+          172.9,
+          181.5,
+          169.8,
+          192.9,
+          183.3,
+          177.3,
+          175.0,
+          184.6,
+          176.0,
+          186.6,
+          190.5,
+          165.9,
+          188.4,
+          153.4,
+          175.0,
+          189.8,
+          207.0,
+          188.7,
+          220.5,
+          170.1,
+          162.5,
+          196.0,
+          170.8,
+          191.9,
+          182.2,
+          205.3,
+          171.9,
+          180.4,
+          195.7,
+          175.3,
+          173.9,
+          194.9,
+          165.6,
+          192.9,
+          180.2,
+          178.4,
+          166.7,
+          203.3,
+          177.1,
+          175.3,
+          195.8,
+          177.5,
+          185.5,
+          175.5,
+          162.7,
+          211.8,
+          177.2,
+          169.3,
+          171.1,
+          190.1,
+          168.0,
+          195.4,
+          194.0,
+          170.5,
+          188.8,
+          175.7,
+          168.1,
+          227.6,
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+          183.0,
+          180.6,
+          182.0,
+          181.7,
+          181.0,
+          167.1,
+          176.8,
+          180.7,
+          156.0,
+          178.6,
+          185.1,
+          168.2,
+          166.4,
+          154.6,
+          164.3,
+          186.8,
+          180.8,
+          176.4,
+          172.5,
+          188.8,
+          187.0,
+          187.7,
+          175.6,
+          181.5,
+          193.1,
+          171.0,
+          185.8,
+          159.6,
+          181.6,
+          179.3,
+          180.5,
+          187.5,
+          175.3,
+          176.1,
+          202.3,
+          205.1,
+          194.0,
+          215.4,
+          203.3,
+          175.0,
+          230.1,
+          234.0,
+          244.6,
+          270.0,
+          268.3,
+          288.5,
+          312.5,
+          316.3,
+          348.5,
+          364.5,
+          367.0,
+          358.4,
+          349.5,
+          314.2,
+          274.5,
+          241.1,
+          216.7,
+          236.0,
+          187.7,
+          195.7,
+          210.5,
+          188.4,
+          191.9,
+          188.5,
+          190.8,
+          223.6,
+          194.0,
+          179.2,
+          177.4,
+          184.3,
+          187.8,
+          189.5,
+          207.4,
+          183.3,
+          189.8,
+          200.9,
+          187.8,
+          207.1,
+          191.9,
+          183.3,
+          177.4,
+          195.7,
+          197.0,
+          199.9,
+          190.8,
+          184.3,
+          191.9,
+          218.4,
+          180.5,
+          172.9,
+          195.0,
+          179.2,
+          206.4,
+          200.9,
+          217.8,
+          191.6,
+          188.8,
+          197.8,
+          186.7,
+          187.5,
+          211.6,
+          212.3,
+          220.9,
+          217.5,
+          193.0,
+          148.1,
+          192.0,
+          195.8,
+          178.6,
+          178.3,
+          202.4,
+          193.8,
+          207.6,
+          183.5,
+          215.9,
+          230.1,
+          212.0,
+          202.3,
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+          195.1,
+          209.0,
+          190.0,
+          193.5,
+          208.7,
+          215.3,
+          217.0,
+          214.3,
+          223.2,
+          246.4,
+          297.6,
+          304.2,
+          341.8,
+          415.2,
+          478.2,
+          604.4,
+          711.0,
+          903.0,
+          994.8,
+          1160.0,
+          1301.2,
+          1343.5,
+          1255.5,
+          1129.3,
+          1008.7,
+          820.2,
+          624.0,
+          509.0,
+          376.5,
+          295.6,
+          280.8,
+          273.9,
+          259.1,
+          240.8,
+          241.5,
+          201.5,
+          208.4,
+          225.2,
+          218.7,
+          211.7,
+          232.0,
+          213.7,
+          213.4,
+          201.3,
+          222.7,
+          197.1,
+          198.9,
+          215.7,
+          195.7,
+          200.1,
+          194.6,
+          198.1,
+          226.7,
+          189.8,
+          212.2,
+          198.0,
+          196.7,
+          204.3,
+          185.3,
+          209.5,
+          214.3,
+          185.7,
+          190.6,
+          173.3,
+          221.6,
+          196.1,
+          195.8,
+          185.8,
+          196.8,
+          229.2,
+          214.4,
+          206.4,
+          203.0,
+          230.2,
+          208.1,
+          216.8,
+          195.8,
+          216.7,
+          199.9,
+          230.2,
+          204.0,
+          202.3,
+          202.0,
+          240.5,
+          197.9,
+          207.5,
+          197.8,
+          227.1,
+          210.3,
+          212.5,
+          181.0,
+          223.9,
+          198.7,
+          222.9,
+          227.7,
+          217.7,
+          240.1,
+          229.1,
+          248.4,
+          261.2,
+          251.5,
+          261.2,
+          322.6,
+          304.1,
+          334.4,
+          441.6,
+          442.1,
+          614.4,
+          727.8,
+          889.6,
+          1085.0,
+          1266.3,
+          1519.8,
+          1734.3,
+          1859.8,
+          1887.3,
+          1907.5,
+          1767.0,
+          1529.2,
+          1266.8,
+          1001.1,
+          780.2,
+          650.2,
+          508.9,
+          428.6,
+          360.5,
+          324.1,
+          313.2,
+          245.9,
+          261.8,
+          234.5,
+          271.1,
+          228.4,
+          262.9,
+          253.2,
+          233.0,
+          236.7,
+          233.0,
+          268.8,
+          211.3,
+          203.6,
+          236.1,
+          218.2,
+          220.6,
+          202.6,
+          246.4,
+          203.6,
+          204.9,
+          225.3,
+          218.3,
+          213.9,
+          213.1,
+          203.5,
+          208.9,
+          192.0,
+          202.6,
+          203.3,
+          208.8,
+          206.4,
+          185.8,
+          196.0,
+          194.1,
+          216.5,
+          189.9,
+          214.4,
+          191.9,
+          191.6,
+          207.4,
+          169.9,
+          208.4,
+          214.4,
+          205.4,
+          202.0,
+          199.1,
+          182.3,
+          178.4,
+          197.8,
+          210.6,
+          189.6,
+          211.6,
+          186.5,
+          183.6,
+          203.0,
+          228.2,
+          202.0,
+          186.8,
+          183.4,
+          175.4,
+          186.4,
+          189.8,
+          192.6,
+          199.1,
+          203.0,
+          182.6,
+          187.5,
+          207.4,
+          187.5,
+          207.4,
+          201.9,
+          236.3,
+          190.5,
+          170.1,
+          204.0,
+          197.0,
+          202.9,
+          196.0,
+          190.5,
+          217.7,
+          205.0,
+          213.5,
+          194.6,
+          183.5,
+          198.7,
+          210.4,
+          186.3,
+          179.3,
+          190.4,
+          211.4,
+          218.3,
+          230.0,
+          213.2,
+          217.6,
+          202.8,
+          201.1,
+          203.9,
+          199.0,
+          187.3,
+          187.6,
+          186.3,
+          207.3,
+          193.5,
+          173.1,
+          198.7,
+          213.5,
+          180.1,
+          189.7,
+          200.8,
+          189.7,
+          174.9,
+          187.7,
+          200.8,
+          188.8,
+          184.3,
+          184.6,
+          193.7,
+          199.2,
+          193.7,
+          206.4,
+          189.6,
+          188.9,
+          207.2,
+          192.0,
+          158.5,
+          199.3,
+          194.9,
+          177.7,
+          176.3,
+          212.9,
+          179.4,
+          197.4,
+          216.8,
+          203.7,
+          195.1,
+          193.4,
+          192.0,
+          192.4,
+          182.7,
+          189.3,
+          191.1,
+          198.7,
+          206.6,
+          206.0,
+          211.8,
+          209.0,
+          177.6,
+          202.8,
+          188.0,
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+          197.3,
+          192.4,
+          200.4,
+          189.2,
+          204.5,
+          207.9,
+          189.9,
+          190.2,
+          193.0,
+          170.4,
+          206.4,
+          190.1,
+          198.1,
+          191.1,
+          197.0,
+          201.4,
+          194.9,
+          203.5,
+          204.2,
+          177.5,
+          186.5,
+          170.2,
+          210.3,
+          196.1,
+          209.3,
+          178.5,
+          232.0,
+          219.8,
+          196.8,
+          188.7,
+          211.2,
+          229.1,
+          191.6,
+          205.3,
+          214.3,
+          235.2,
+          241.1,
+          243.4,
+          268.9,
+          271.3,
+          287.4,
+          253.8,
+          242.1,
+          270.2,
+          226.6,
+          216.6,
+          242.1,
+          234.1,
+          197.6,
+          205.2,
+          199.7,
+          194.8,
+          222.4,
+          185.5,
+          215.2,
+          190.7,
+          201.8,
+          189.6,
+          189.3,
+          203.1,
+          190.4,
+          189.6,
+          175.9,
+          197.9,
+          164.4,
+          186.5,
+          210.0,
+          205.1,
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+          189.6,
+          184.1,
+          185.5,
+          190.4,
+          192.8,
+          216.2,
+          205.2,
+          196.6,
+          210.3,
+          181.1,
+          200.0,
+          187.3,
+          189.6,
+          212.1,
+          192.8,
+          216.2,
+          187.6,
+          195.5,
+          205.2,
+          186.3,
+          192.8,
+          191.5,
+          204.2,
+          194.6,
+          186.6,
+          203.9,
+          208.4,
+          183.3,
+          211.6,
+          206.1,
+          187.8,
+          220.6,
+          202.4,
+          186.5,
+          209.7,
+          187.6,
+          209.8,
+          196.0,
+          211.8,
+          209.4,
+          181.9,
+          202.3,
+          184.0,
+          206.5,
+          183.0,
+          187.9,
+          178.9,
+          201.4,
+          199.7,
+          177.6,
+          215.2,
+          195.2,
+          163.4,
+          168.2,
+          200.7,
+          165.1,
+          207.0,
+          213.9,
+          177.9,
+          184.9,
+          174.7,
+          177.5,
+          232.7,
+          210.6,
+          220.2,
+          199.2,
+          174.5,
+          188.8,
+          186.9,
+          209.4,
+          186.9,
+          189.7,
+          196.1,
+          196.9,
+          198.1,
+          213.4,
+          187.7,
+          203.0,
+          208.4,
+          205.0,
+          183.5,
+          207.0,
+          203.1,
+          177.0,
+          205.2,
+          171.7,
+          205.1,
+          193.5,
+          221.7,
+          191.4,
+          184.4,
+          195.5,
+          199.9,
+          197.5,
+          194.7,
+          196.5,
+          174.9,
+          214.0,
+          201.8,
+          217.1,
+          190.5,
+          190.2,
+          206.0,
+          228.4,
+          216.3,
+          229.4,
+          177.1,
+          208.8,
+          190.5,
+          181.9,
+          185.4,
+          200.6,
+          188.5,
+          198.5,
+          201.9,
+          177.8,
+          189.5,
+          180.9,
+          183.3,
+          206.8,
+          199.9,
+          173.7,
+          171.9,
+          195.4,
+          161.5,
+          192.4,
+          207.2,
+          197.6,
+          169.9,
+          205.9,
+          177.2,
+          190.3,
+          195.9,
+          192.4,
+          188.7,
+          195.6,
+          202.2,
+          192.5,
+          172.2,
+          215.3,
+          214.6,
+          185.3,
+          188.8,
+          208.1,
+          210.5,
+          198.8,
+          196.0,
+          187.4,
+          190.8,
+          202.9,
+          186.7,
+          175.0,
+          203.3,
+          181.2,
+          211.6,
+          212.3,
+          197.1,
+          229.9,
+          196.1,
+          213.4,
+          199.3,
+          189.7,
+          199.4,
+          206.3,
+          214.0,
+          192.9,
+          191.2,
+          211.6,
+          251.3,
+          216.8,
+          221.3,
+          203.4,
+          184.1,
+          216.9,
+          217.2,
+          211.7,
+          214.2,
+          200.3,
+          228.7,
+          211.7,
+          234.8,
+          209.7,
+          254.5,
+          226.2,
+          233.8,
+          263.4,
+          234.8,
+          256.1,
+          260.5,
+          284.9,
+          311.0,
+          340.4,
+          319.2,
+          329.1,
+          389.9,
+          439.7,
+          538.3,
+          619.4,
+          668.7,
+          736.4,
+          861.1,
+          923.4,
+          1040.7,
+          1088.8,
+          1216.1,
+          1311.7,
+          1332.6,
+          1454.4,
+          1416.6,
+          1332.8,
+          1406.4,
+          1306.3,
+          1163.1,
+          1021.4,
+          946.9,
+          858.9,
+          679.5,
+          652.5,
+          543.9,
+          492.3,
+          428.3,
+          389.0,
+          342.3,
+          322.3,
+          285.7,
+          252.4,
+          245.5,
+          246.2,
+          237.3,
+          234.9,
+          258.9,
+          242.1,
+          225.9,
+          240.0,
+          210.4,
+          217.3,
+          202.1,
+          214.2,
+          240.3,
+          223.5,
+          226.9,
+          215.3,
+          219.7,
+          201.8,
+          226.9,
+          205.9,
+          219.7,
+          217.3,
+          201.1,
+          234.8,
+          216.6,
+          204.9,
+          210.4,
+          199.7,
+          219.7,
+          210.1,
+          194.8,
+          198.7,
+          242.4,
+          214.2,
+          188.6,
+          205.9,
+          213.5,
+          201.8,
+          211.4,
+          200.8,
+          181.4,
+          195.6,
+          211.4,
+          167.6,
+          184.5,
+          202.8,
+          178.3,
+          174.9,
+          197.0,
+          194.6,
+          185.6,
+          194.6,
+          196.0,
+          198.8,
+          208.4,
+          217.4,
+          192.0,
+          205.1,
+          227.1,
+          199.9,
+          207.5,
+          197.9,
+          196.2,
+          205.2,
+          214.9,
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+       "var gd = document.getElementById('c8f181d9-3c2e-4801-b635-7dd51465267e');\n",
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+       "            Plotly.purge(gd);\n",
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+       "}});\n",
+       "\n",
+       "// Listen for the removal of the full notebook cells\n",
+       "var notebookContainer = gd.closest('#notebook-container');\n",
+       "if (notebookContainer) {{\n",
+       "    x.observe(notebookContainer, {childList: true});\n",
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+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 20
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "Select more parameters to be refined in the 2nd round",
+   "id": "fc303c6ae0d91d1e"
+  },
+  {
+   "cell_type": "code",
+   "id": "cbe2d99f4a149f0a",
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2024-10-23T12:44:21.584779Z",
+     "start_time": "2024-10-23T12:44:21.582541Z"
+    }
+   },
+   "source": [
+    "experiment_params.resolution_u.free = True\n",
+    "experiment_params.resolution_v.free = True\n",
+    "experiment_params.resolution_w.free = True\n",
+    "experiment_params.resolution_y.free = True"
+   ],
+   "outputs": [],
+   "execution_count": 21
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "Print free parameters before the 2nd fitting",
+   "id": "d4b2a80c976be39e"
+  },
+  {
+   "cell_type": "code",
+   "id": "9c1088f4d76115cc",
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2024-10-23T12:44:21.598095Z",
+     "start_time": "2024-10-23T12:44:21.592680Z"
+    }
+   },
+   "source": "job.print_free_parameters()",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "          names      values    errors units\n",
+       "1      length_a    3.890872  0.000076     Å\n",
+       "2         scale    5.275057  0.035223      \n",
+       "3  resolution_u    0.100000  0.000000      \n",
+       "4  resolution_v   -0.100000  0.000000      \n",
+       "5  resolution_w    0.200000  0.000000      \n",
+       "6  resolution_y    0.000000  0.000000      \n",
+       "7    zero_shift    0.620519  0.002732   deg\n",
+       "8     intensity  171.084712  1.115637      \n",
+       "9     intensity  182.964912  1.168906      "
       ],
       "text/html": [
        "<div>\n",
@@ -205344,36 +243797,224 @@
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>length_a</td>\n",
-       "      <td>3.890878</td>\n",
-       "      <td>0.000053</td>\n",
+       "      <td>3.890872</td>\n",
+       "      <td>0.000076</td>\n",
        "      <td>Å</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>scale</td>\n",
-       "      <td>8.318452</td>\n",
-       "      <td>0.035408</td>\n",
+       "      <td>5.275057</td>\n",
+       "      <td>0.035223</td>\n",
        "      <td></td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
+       "      <td>resolution_u</td>\n",
+       "      <td>0.100000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td></td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>resolution_v</td>\n",
+       "      <td>-0.100000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td></td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>resolution_w</td>\n",
+       "      <td>0.200000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td></td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>resolution_y</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td></td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
        "      <td>zero_shift</td>\n",
-       "      <td>0.621413</td>\n",
-       "      <td>0.001515</td>\n",
+       "      <td>0.620519</td>\n",
+       "      <td>0.002732</td>\n",
        "      <td>deg</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4</th>\n",
+       "      <th>8</th>\n",
        "      <td>intensity</td>\n",
-       "      <td>168.868476</td>\n",
-       "      <td>0.738558</td>\n",
+       "      <td>171.084712</td>\n",
+       "      <td>1.115637</td>\n",
+       "      <td></td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>intensity</td>\n",
+       "      <td>182.964912</td>\n",
+       "      <td>1.168906</td>\n",
+       "      <td></td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "execution_count": 22
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "Start 2nd round of minimization",
+   "id": "1cc5b9fdbc66e967"
+  },
+  {
+   "cell_type": "code",
+   "id": "7d58e98a8119d931",
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2024-10-23T12:44:25.902316Z",
+     "start_time": "2024-10-23T12:44:21.624983Z"
+    }
+   },
+   "source": "job.fit()",
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Fitting successful\n",
+      "Duration: 4.28 s\n",
+      "Reduced chi: 4.14\n"
+     ]
+    }
+   ],
+   "execution_count": 23
+  },
+  {
+   "metadata": {},
+   "cell_type": "markdown",
+   "source": "Print free parameters after the 2nd fitting",
+   "id": "193b23954a06ee5b"
+  },
+  {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2024-10-23T12:44:25.915514Z",
+     "start_time": "2024-10-23T12:44:25.910609Z"
+    }
+   },
+   "cell_type": "code",
+   "source": "job.print_free_parameters()",
+   "id": "8e16d197061ea1e9",
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "          names      values    errors units\n",
+       "1      length_a    3.890895  0.000067     Å\n",
+       "2         scale    5.923453  0.041978      \n",
+       "3  resolution_u    0.081104  0.005878      \n",
+       "4  resolution_v   -0.100658  0.013213      \n",
+       "5  resolution_w    0.099670  0.006739      \n",
+       "6  resolution_y    0.095296  0.004040      \n",
+       "7    zero_shift    0.622543  0.002240   deg\n",
+       "8     intensity  168.345270  0.990891      \n",
+       "9     intensity  175.687739  1.068832      "
+      ],
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
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+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
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+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>names</th>\n",
+       "      <th>values</th>\n",
+       "      <th>errors</th>\n",
+       "      <th>units</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>length_a</td>\n",
+       "      <td>3.890895</td>\n",
+       "      <td>0.000067</td>\n",
+       "      <td>Å</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>scale</td>\n",
+       "      <td>5.923453</td>\n",
+       "      <td>0.041978</td>\n",
+       "      <td></td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>resolution_u</td>\n",
+       "      <td>0.081104</td>\n",
+       "      <td>0.005878</td>\n",
+       "      <td></td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>resolution_v</td>\n",
+       "      <td>-0.100658</td>\n",
+       "      <td>0.013213</td>\n",
        "      <td></td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
+       "      <td>resolution_w</td>\n",
+       "      <td>0.099670</td>\n",
+       "      <td>0.006739</td>\n",
+       "      <td></td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>resolution_y</td>\n",
+       "      <td>0.095296</td>\n",
+       "      <td>0.004040</td>\n",
+       "      <td></td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>zero_shift</td>\n",
+       "      <td>0.622543</td>\n",
+       "      <td>0.002240</td>\n",
+       "      <td>deg</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>intensity</td>\n",
+       "      <td>168.345270</td>\n",
+       "      <td>0.990891</td>\n",
+       "      <td></td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
        "      <td>intensity</td>\n",
-       "      <td>182.109171</td>\n",
-       "      <td>0.773572</td>\n",
+       "      <td>175.687739</td>\n",
+       "      <td>1.068832</td>\n",
        "      <td></td>\n",
        "    </tr>\n",
        "  </tbody>\n",
@@ -205381,29 +244022,28 @@
        "</div>"
       ]
      },
-     "execution_count": 19,
      "metadata": {},
-     "output_type": "execute_result"
+     "output_type": "display_data"
     }
    ],
-   "execution_count": 19
+   "execution_count": 24
   },
   {
    "metadata": {},
    "cell_type": "markdown",
-   "source": "Display the analysis chart after the first fitting",
-   "id": "f49a41b704aee261"
+   "source": "Display the analysis chart after the 2nd fitting",
+   "id": "8faac60c48685775"
   },
   {
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2024-10-21T21:23:47.457873Z",
-     "start_time": "2024-10-21T21:23:47.384260Z"
+     "end_time": "2024-10-23T12:44:26.038961Z",
+     "start_time": "2024-10-23T12:44:25.923482Z"
     }
    },
    "cell_type": "code",
    "source": "job.show_analysis_chart()",
-   "id": "6883be22058101dc",
+   "id": "6d7868c4c4d441e6",
    "outputs": [
     {
      "data": {
@@ -205428,7 +244068,7 @@
           39.45,
           45.8,
           51.45,
-          56.7,
+          56.75,
           66.4,
           70.95,
           75.4,
@@ -205444,6 +244084,7 @@
           123.85,
           129.05,
           140.9,
+          148.05,
           157.05
          ],
          "xaxis": "x2",
@@ -205469,6 +244110,7 @@
           0.0,
           0.0,
           0.0,
+          0.0,
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          ],
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                       {\"responsive\": true}                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('283fb7da-7c39-4faf-9601-da25a6bf9835');\n",
+       "var gd = document.getElementById('f38e0401-3fb3-43a5-8975-c5edb169702e');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -243697,62 +282341,66 @@
      "output_type": "display_data"
     }
    ],
-   "execution_count": 20
+   "execution_count": 25
   },
   {
    "metadata": {},
    "cell_type": "markdown",
-   "source": "Select more parameters to be refined in the second round",
-   "id": "fc303c6ae0d91d1e"
+   "source": "Select atomic displacement parameters (ADPs) to be refined in the 3rd round",
+   "id": "60b55cf1b561a388"
   },
   {
-   "cell_type": "code",
-   "id": "cbe2d99f4a149f0a",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2024-10-21T21:23:47.662007Z",
-     "start_time": "2024-10-21T21:23:47.659227Z"
+     "end_time": "2024-10-23T12:44:26.425361Z",
+     "start_time": "2024-10-23T12:44:26.420367Z"
     }
    },
+   "cell_type": "code",
    "source": [
-    "experiment_params.resolution_u.free = True\n",
-    "experiment_params.resolution_v.free = True\n",
-    "experiment_params.resolution_w.free = True\n",
-    "experiment_params.resolution_y.free = True"
+    "phase.atom_sites['La'].b_iso_or_equiv.free = True\n",
+    "phase.atom_sites['Ba'].b_iso_or_equiv.free = True\n",
+    "phase.atom_sites['Co'].b_iso_or_equiv.free = True\n",
+    "phase.atom_sites['O'].b_iso_or_equiv.free = True"
    ],
+   "id": "8f485a4fbdd0043b",
    "outputs": [],
-   "execution_count": 21
+   "execution_count": 26
   },
   {
    "metadata": {},
    "cell_type": "markdown",
-   "source": "Print free parameters before the second fitting",
-   "id": "d4b2a80c976be39e"
+   "source": "Print free parameters before the 3rd fitting",
+   "id": "47ff04186665b396"
   },
   {
-   "cell_type": "code",
-   "id": "9c1088f4d76115cc",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2024-10-21T21:23:47.683504Z",
-     "start_time": "2024-10-21T21:23:47.679011Z"
+     "end_time": "2024-10-23T12:44:26.546365Z",
+     "start_time": "2024-10-23T12:44:26.541273Z"
     }
    },
+   "cell_type": "code",
    "source": "job.print_free_parameters()",
+   "id": "c9c4fe092ac92fdd",
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "          names      values    errors units\n",
-       "1      length_a    3.890878  0.000053     Å\n",
-       "2         scale    8.318452  0.035408      \n",
-       "3  resolution_u    0.100000  0.000000      \n",
-       "4  resolution_v   -0.100000  0.000000      \n",
-       "5  resolution_w    0.200000  0.000000      \n",
-       "6  resolution_y    0.000000  0.000000      \n",
-       "7    zero_shift    0.621413  0.001515   deg\n",
-       "8     intensity  168.868476  0.738558      \n",
-       "9     intensity  182.109171  0.773572      "
+       "           names      values    errors units\n",
+       "1       length_a    3.890895  0.000067     Å\n",
+       "2           Biso    0.100000  0.000000    Ų\n",
+       "3           Biso    0.100000  0.000000    Ų\n",
+       "4           Biso    0.100000  0.000000    Ų\n",
+       "5           Biso    0.100000  0.000000    Ų\n",
+       "6          scale    5.923453  0.041978      \n",
+       "7   resolution_u    0.081104  0.005878      \n",
+       "8   resolution_v   -0.100658  0.013213      \n",
+       "9   resolution_w    0.099670  0.006739      \n",
+       "10  resolution_y    0.095296  0.004040      \n",
+       "11    zero_shift    0.622543  0.002240   deg\n",
+       "12     intensity  168.345270  0.990891      \n",
+       "13     intensity  175.687739  1.068832      "
       ],
       "text/html": [
        "<div>\n",
@@ -243783,64 +282431,92 @@
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>length_a</td>\n",
-       "      <td>3.890878</td>\n",
-       "      <td>0.000053</td>\n",
+       "      <td>3.890895</td>\n",
+       "      <td>0.000067</td>\n",
        "      <td>Å</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
-       "      <td>scale</td>\n",
-       "      <td>8.318452</td>\n",
-       "      <td>0.035408</td>\n",
-       "      <td></td>\n",
+       "      <td>Biso</td>\n",
+       "      <td>0.100000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>Ų</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
-       "      <td>resolution_u</td>\n",
+       "      <td>Biso</td>\n",
        "      <td>0.100000</td>\n",
        "      <td>0.000000</td>\n",
-       "      <td></td>\n",
+       "      <td>Ų</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
-       "      <td>resolution_v</td>\n",
-       "      <td>-0.100000</td>\n",
+       "      <td>Biso</td>\n",
+       "      <td>0.100000</td>\n",
        "      <td>0.000000</td>\n",
-       "      <td></td>\n",
+       "      <td>Ų</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
-       "      <td>resolution_w</td>\n",
-       "      <td>0.200000</td>\n",
+       "      <td>Biso</td>\n",
+       "      <td>0.100000</td>\n",
        "      <td>0.000000</td>\n",
-       "      <td></td>\n",
+       "      <td>Ų</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
-       "      <td>resolution_y</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
+       "      <td>scale</td>\n",
+       "      <td>5.923453</td>\n",
+       "      <td>0.041978</td>\n",
        "      <td></td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
+       "      <td>resolution_u</td>\n",
+       "      <td>0.081104</td>\n",
+       "      <td>0.005878</td>\n",
+       "      <td></td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>resolution_v</td>\n",
+       "      <td>-0.100658</td>\n",
+       "      <td>0.013213</td>\n",
+       "      <td></td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>resolution_w</td>\n",
+       "      <td>0.099670</td>\n",
+       "      <td>0.006739</td>\n",
+       "      <td></td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>resolution_y</td>\n",
+       "      <td>0.095296</td>\n",
+       "      <td>0.004040</td>\n",
+       "      <td></td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
        "      <td>zero_shift</td>\n",
-       "      <td>0.621413</td>\n",
-       "      <td>0.001515</td>\n",
+       "      <td>0.622543</td>\n",
+       "      <td>0.002240</td>\n",
        "      <td>deg</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>8</th>\n",
+       "      <th>12</th>\n",
        "      <td>intensity</td>\n",
-       "      <td>168.868476</td>\n",
-       "      <td>0.738558</td>\n",
+       "      <td>168.345270</td>\n",
+       "      <td>0.990891</td>\n",
        "      <td></td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>9</th>\n",
+       "      <th>13</th>\n",
        "      <td>intensity</td>\n",
-       "      <td>182.109171</td>\n",
-       "      <td>0.773572</td>\n",
+       "      <td>175.687739</td>\n",
+       "      <td>1.068832</td>\n",
        "      <td></td>\n",
        "    </tr>\n",
        "  </tbody>\n",
@@ -243848,72 +282524,75 @@
        "</div>"
       ]
      },
-     "execution_count": 22,
      "metadata": {},
-     "output_type": "execute_result"
+     "output_type": "display_data"
     }
    ],
-   "execution_count": 22
+   "execution_count": 27
   },
   {
    "metadata": {},
    "cell_type": "markdown",
-   "source": "Start second round of minimization",
-   "id": "1cc5b9fdbc66e967"
+   "source": "Start 3rd round of minimization",
+   "id": "634aaa93ccade7d3"
   },
   {
-   "cell_type": "code",
-   "id": "7d58e98a8119d931",
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2024-10-21T21:23:50.848754Z",
-     "start_time": "2024-10-21T21:23:47.725653Z"
+     "end_time": "2024-10-23T12:44:34.369489Z",
+     "start_time": "2024-10-23T12:44:26.647821Z"
     }
    },
+   "cell_type": "code",
    "source": "job.fit()",
+   "id": "a9e610adc75cc383",
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
       "Fitting successful\n",
-      "Duration: 3.12 s\n",
+      "Duration: 7.72 s\n",
       "Reduced chi: 1.25\n"
      ]
     }
    ],
-   "execution_count": 23
+   "execution_count": 28
   },
   {
    "metadata": {},
    "cell_type": "markdown",
-   "source": "Print free parameters after the second fitting",
-   "id": "193b23954a06ee5b"
+   "source": "Print free parameters after the 3rd fitting",
+   "id": "92d15c73c7661187"
   },
   {
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2024-10-21T21:23:50.869674Z",
-     "start_time": "2024-10-21T21:23:50.865845Z"
+     "end_time": "2024-10-23T12:44:34.380769Z",
+     "start_time": "2024-10-23T12:44:34.376355Z"
     }
    },
    "cell_type": "code",
    "source": "job.print_free_parameters()",
-   "id": "8e16d197061ea1e9",
+   "id": "53a422e0752bc510",
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "          names      values    errors units\n",
-       "1      length_a    3.890879  0.000039     Å\n",
-       "2         scale    9.136625  0.034209      \n",
-       "3  resolution_u    0.081171  0.003132      \n",
-       "4  resolution_v   -0.114045  0.006699      \n",
-       "5  resolution_w    0.119505  0.003265      \n",
-       "6  resolution_y    0.084460  0.002126      \n",
-       "7    zero_shift    0.622733  0.001053   deg\n",
-       "8     intensity  165.330718  0.550824      \n",
-       "9     intensity  176.928868  0.579114      "
+       "           names      values      errors units\n",
+       "1       length_a    3.890879    0.000039     Å\n",
+       "2           Biso    0.498536  134.085337    Ų\n",
+       "3           Biso    0.498478  217.821188    Ų\n",
+       "4           Biso    0.248419    0.061584    Ų\n",
+       "5           Biso    1.384822    0.016852    Ų\n",
+       "6          scale    9.114855    0.064300      \n",
+       "7   resolution_u    0.080997    0.003182      \n",
+       "8   resolution_v   -0.113611    0.006805      \n",
+       "9   resolution_w    0.119284    0.003303      \n",
+       "10  resolution_y    0.084484    0.002146      \n",
+       "11    zero_shift    0.622739    0.001054   deg\n",
+       "12     intensity  165.323254    0.556002      \n",
+       "13     intensity  176.987816    0.606535      "
       ],
       "text/html": [
        "<div>\n",
@@ -243950,58 +282629,86 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
+       "      <td>Biso</td>\n",
+       "      <td>0.498536</td>\n",
+       "      <td>134.085337</td>\n",
+       "      <td>Ų</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>Biso</td>\n",
+       "      <td>0.498478</td>\n",
+       "      <td>217.821188</td>\n",
+       "      <td>Ų</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>Biso</td>\n",
+       "      <td>0.248419</td>\n",
+       "      <td>0.061584</td>\n",
+       "      <td>Ų</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>Biso</td>\n",
+       "      <td>1.384822</td>\n",
+       "      <td>0.016852</td>\n",
+       "      <td>Ų</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
        "      <td>scale</td>\n",
-       "      <td>9.136625</td>\n",
-       "      <td>0.034209</td>\n",
+       "      <td>9.114855</td>\n",
+       "      <td>0.064300</td>\n",
        "      <td></td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>3</th>\n",
+       "      <th>7</th>\n",
        "      <td>resolution_u</td>\n",
-       "      <td>0.081171</td>\n",
-       "      <td>0.003132</td>\n",
+       "      <td>0.080997</td>\n",
+       "      <td>0.003182</td>\n",
        "      <td></td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4</th>\n",
+       "      <th>8</th>\n",
        "      <td>resolution_v</td>\n",
-       "      <td>-0.114045</td>\n",
-       "      <td>0.006699</td>\n",
+       "      <td>-0.113611</td>\n",
+       "      <td>0.006805</td>\n",
        "      <td></td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>5</th>\n",
+       "      <th>9</th>\n",
        "      <td>resolution_w</td>\n",
-       "      <td>0.119505</td>\n",
-       "      <td>0.003265</td>\n",
+       "      <td>0.119284</td>\n",
+       "      <td>0.003303</td>\n",
        "      <td></td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>6</th>\n",
+       "      <th>10</th>\n",
        "      <td>resolution_y</td>\n",
-       "      <td>0.084460</td>\n",
-       "      <td>0.002126</td>\n",
+       "      <td>0.084484</td>\n",
+       "      <td>0.002146</td>\n",
        "      <td></td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>7</th>\n",
+       "      <th>11</th>\n",
        "      <td>zero_shift</td>\n",
-       "      <td>0.622733</td>\n",
-       "      <td>0.001053</td>\n",
+       "      <td>0.622739</td>\n",
+       "      <td>0.001054</td>\n",
        "      <td>deg</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>8</th>\n",
+       "      <th>12</th>\n",
        "      <td>intensity</td>\n",
-       "      <td>165.330718</td>\n",
-       "      <td>0.550824</td>\n",
+       "      <td>165.323254</td>\n",
+       "      <td>0.556002</td>\n",
        "      <td></td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>9</th>\n",
+       "      <th>13</th>\n",
        "      <td>intensity</td>\n",
-       "      <td>176.928868</td>\n",
-       "      <td>0.579114</td>\n",
+       "      <td>176.987816</td>\n",
+       "      <td>0.606535</td>\n",
        "      <td></td>\n",
        "    </tr>\n",
        "  </tbody>\n",
@@ -244009,29 +282716,28 @@
        "</div>"
       ]
      },
-     "execution_count": 24,
      "metadata": {},
-     "output_type": "execute_result"
+     "output_type": "display_data"
     }
    ],
-   "execution_count": 24
+   "execution_count": 29
   },
   {
    "metadata": {},
    "cell_type": "markdown",
-   "source": "Display the analysis chart after the second fitting",
-   "id": "8faac60c48685775"
+   "source": "Display the analysis chart after the 3rd fitting",
+   "id": "5e00da784b83a33c"
   },
   {
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2024-10-21T21:23:50.958145Z",
-     "start_time": "2024-10-21T21:23:50.888094Z"
+     "end_time": "2024-10-23T12:44:34.468118Z",
+     "start_time": "2024-10-23T12:44:34.387557Z"
     }
    },
    "cell_type": "code",
    "source": "job.show_analysis_chart()",
-   "id": "6d7868c4c4d441e6",
+   "id": "ecd2e8a062c629e8",
    "outputs": [
     {
      "data": {
@@ -247210,3104 +285916,3104 @@
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                       {\"responsive\": true}                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('a231afe9-1ba7-46c2-94b3-03f0422f91a0');\n",
+       "var gd = document.getElementById('0083d7f3-e977-4a68-b1eb-b1a9efe45f2c');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -282325,7 +321033,7 @@
      "output_type": "display_data"
     }
    ],
-   "execution_count": 25
+   "execution_count": 30
   }
  ],
  "metadata": {
diff --git a/examples/Fitting_PD-NEUT-TOF_NCAF-WISH.ipynb b/examples/Fitting_PD-NEUT-TOF_NCAF-WISH.ipynb
index c7c34489..cfeccc8b 100644
--- a/examples/Fitting_PD-NEUT-TOF_NCAF-WISH.ipynb
+++ b/examples/Fitting_PD-NEUT-TOF_NCAF-WISH.ipynb
@@ -52,7 +52,7 @@
     "    print(\"Running in Google Colab\")\n",
     "    # Install the easydiffraction library if it is not installed (including charts extras)\n",
     "    if importlib.util.find_spec(\"easydiffraction\") is None:\n",
-    "        !pip install 'easydiffraction[charts]'\n",
+    "        !pip install 'easydiffraction[charts]' --extra-index-url https://easyscience.github.io/pypi\n",
     "    # Download the data files to be read in notebook\n",
     "    for fname in ['ncaf.cif', 'wish.xye']:\n",
     "        pooch.retrieve(\n",
diff --git a/examples/Fitting_PD-NEUT-TOF_Si-SEPD.ipynb b/examples/Fitting_PD-NEUT-TOF_Si-SEPD.ipynb
index be91b357..a47f30a4 100644
--- a/examples/Fitting_PD-NEUT-TOF_Si-SEPD.ipynb
+++ b/examples/Fitting_PD-NEUT-TOF_Si-SEPD.ipynb
@@ -38,8 +38,8 @@
      "colab"
     ],
     "ExecuteTime": {
-     "end_time": "2024-10-21T21:25:54.088976Z",
-     "start_time": "2024-10-21T21:25:54.072841Z"
+     "end_time": "2024-10-22T10:09:35.372871Z",
+     "start_time": "2024-10-22T10:09:35.339954Z"
     }
    },
    "source": [
@@ -52,7 +52,7 @@
     "    print(\"Running in Google Colab\")\n",
     "    # Install the easydiffraction library if it is not installed (including charts extras)\n",
     "    if importlib.util.find_spec(\"easydiffraction\") is None:\n",
-    "        !pip install 'easydiffraction[charts]'\n",
+    "        !pip install 'easydiffraction[charts]' --extra-index-url https://easyscience.github.io/pypi\n",
     "    # Download the data files to be read in notebook\n",
     "    for fname in ['sepd.xye']:\n",
     "        pooch.retrieve(\n",
diff --git a/examples/data/lbco.cif b/examples/data/lbco.cif
index b84ae7ec..7e4cebc3 100644
--- a/examples/data/lbco.cif
+++ b/examples/data/lbco.cif
@@ -19,7 +19,7 @@ _atom_site.fract_z
 _atom_site.occupancy
 _atom_site.ADP_type
 _atom_site.B_iso_or_equiv
-La La 0 0 0 0.5 Biso 0.49
-Ba Ba 0 0 0 0.5 Biso 0.49
-Co Co 0.5 0.5 0.5 1 Biso 0.26
-O O 0 0.5 0.5 1 Biso 1.40
+La La 0 0 0 0.5 Biso 0.1
+Ba Ba 0 0 0 0.5 Biso 0.1
+Co Co 0.5 0.5 0.5 1 Biso 0.1
+O O 0 0.5 0.5 1 Biso 0.1
diff --git a/pyproject.toml b/pyproject.toml
index 071418ba..79dca367 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = 'hatchling.build'
 
 [project]
 name = 'easydiffraction'
-version = '0.1.0'
+version = '0.1.1'
 description = 'Making diffraction data analysis and modelling easy'
 authors = [{name = 'EasyDiffractionLib contributors'}]
 readme = 'README.md'
@@ -23,9 +23,9 @@ classifiers = [
 ]
 requires-python = '>=3.9,<3.13'
 dependencies = [
-    'cryspy @ git+https://github.com/ikibalin/cryspy.git@beta',
+    'cryspy @ git+https://github.com/EasyScience/cryspy.git@beta',
     'EasyScience @ git+https://github.com/EasyScience/EasyScience.git@free-params',
-    'easycrystallography @ git+https://github.com/EasyScience/EasyCrystallography.git@develop',
+    'easycrystallography @ git+https://github.com/EasyScience/EasyCrystallography.git@adp_cif_naming',
     'pycifrw>=4.4.1',
     'pooch',
     'funcy'
@@ -41,12 +41,14 @@ dev = [
     'flake8>=6.0.0',
     'pytest>=5.2',
     'pytest-cov>=3.0.0',
+    'pytest-xdist',  # used with nbmake to run parallel tests
+    'nbmake',  # testing jupyter notebooks
+    'playwright',  # needed for nbmake
+    'jinja2',  # nedeed for nbmake
     'ruff',
     'toml>=0.10',
     'yapf>=0.31.0',
     'requests',
-    'py3Dmol',
-    'bokeh',
     'gemmi',
     'periodictable',
 ]