From 829f20d2700159d202d49b19489b2c5c77e2adb5 Mon Sep 17 00:00:00 2001
From: yh202109 <92902613+yh202109@users.noreply.github.com>
Date: Sun, 21 Jul 2024 18:54:27 +0000
Subject: [PATCH] =?UTF-8?q?Deploying=20to=20gh-pages=20from=20@=20yh202109?=
 =?UTF-8?q?/mtbp3@adc194ea809bb2b7e06c70e4964b1e8a1f9ee5f3=20=F0=9F=9A=80?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../report.html                               |   4 +-
 .../coverage.xml                              |   2 +-
 ...6649f4390a8c15e1a5ad716744c3c796163b41.png | Bin 118037 -> 0 bytes
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 _sources/statlab_kappa2.rst.txt               |   5 +-
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 _static/reports/junit/junit.xml               |   2 +-
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 example_cdtg.html                             |  10 +-
 example_clinical.html                         |  74 ++---
 example_emt3.html                             | 272 +++++++++---------
 example_files.html                            |   6 +-
 searchindex.js                                |   2 +-
 statlab_kappa2.html                           |   5 +-
 16 files changed, 196 insertions(+), 192 deletions(-)
 delete mode 100644 _images/542a85bd24c1987e4732c0b26f6649f4390a8c15e1a5ad716744c3c796163b41.png
 delete mode 100644 _images/833bf347c2aca2fa4418132f6024d14cac03816c51d733a6cecd3b37f4f6c949.png
 create mode 100644 _images/933969f373f160b503820ede7fca91e75ac216d5454ffd427d75f27fef3b9a90.png
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diff --git a/_downloads/214d05cd65dcc9387b037da1ce5a5c33/report.html b/_downloads/214d05cd65dcc9387b037da1ce5a5c33/report.html
index c63f9999..524c8a5f 100644
--- a/_downloads/214d05cd65dcc9387b037da1ce5a5c33/report.html
+++ b/_downloads/214d05cd65dcc9387b037da1ce5a5c33/report.html
@@ -328,7 +328,7 @@
   </head>
   <body>
     <h1 id="title">report.html</h1>
-    <p>Report generated on 21-Jul-2024 at 18:50:56 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
+    <p>Report generated on 21-Jul-2024 at 18:53:34 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
         v4.1.1</p>
     <div id="environment-header">
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@@ -429,7 +429,7 @@ <h2>Summary</h2>
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diff --git a/_sources/statlab_kappa2.rst.txt b/_sources/statlab_kappa2.rst.txt
index 821acd9c..4560f3ce 100644
--- a/_sources/statlab_kappa2.rst.txt
+++ b/_sources/statlab_kappa2.rst.txt
@@ -285,9 +285,8 @@ and
 
 To calculate :eq:`eq_kappa2_vn2`, 
 we can use the MGF, :math:`\left(\sum_{j}p_je^{t_j}\right)^R`, to derive
-:math:`E\left(N_{ij}^2\right) = Rp_j + R(R-1)p_j^2`, 
-:math:`E\left(N_{ij}^3\right) = Rp_j + 3R(R-1)p_j^2 + R(R-1)(R-2)p_j^3`, and 
-:math:`E\left(N_{ij}^4\right) =` (Lab Exercise; to be used in :eq:`eq_kappa2_vn3`). 
+:math:`E\left(N_{ij}^2\right) = Rp_j + R(R-1)p_j^2`, and
+:math:`E\left(N_{ij}^3\right) = Rp_j + 3R(R-1)p_j^2 + R(R-1)(R-2)p_j^3`. 
 
 The first element of :eq:`eq_kappa2_vn2` can be calculated as [2]_ :sup:`(Eq. 12)`
 
diff --git a/_static/reports/coverage/coverage.xml b/_static/reports/coverage/coverage.xml
index 1b580276..5b4c6004 100644
--- a/_static/reports/coverage/coverage.xml
+++ b/_static/reports/coverage/coverage.xml
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diff --git a/_static/reports/junit/junit.xml b/_static/reports/junit/junit.xml
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\ No newline at end of file
diff --git a/_static/reports/junit/report.html b/_static/reports/junit/report.html
index c63f9999..524c8a5f 100644
--- a/_static/reports/junit/report.html
+++ b/_static/reports/junit/report.html
@@ -328,7 +328,7 @@
   </head>
   <body>
     <h1 id="title">report.html</h1>
-    <p>Report generated on 21-Jul-2024 at 18:50:56 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
+    <p>Report generated on 21-Jul-2024 at 18:53:34 by <a href="https://pypi.python.org/pypi/pytest-html">pytest-html</a>
         v4.1.1</p>
     <div id="environment-header">
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   </body>
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[{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_lsr.py::TestLsrTree::test_list_files_json&#34;, &#34;duration&#34;: &#34;1 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_lsr.py::TestLsrTree::test_list_files_json&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;1 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_lsr.py::TestLsrTree::test_list_files_list&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_lsr.py::TestLsrTree::test_list_files_list&#34;, &#34;duration&#34;: &#34;1 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_lsr.py::TestLsrTree::test_list_files_list&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;1 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_lsr.py::TestLsrTree::test_list_files_string&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_lsr.py::TestLsrTree::test_list_files_string&#34;, &#34;duration&#34;: &#34;0 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_lsr.py::TestLsrTree::test_list_files_string&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;0 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_lsr.py::TestLsrTree::test_list_files_tree&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_lsr.py::TestLsrTree::test_list_files_tree&#34;, &#34;duration&#34;: &#34;13 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_lsr.py::TestLsrTree::test_list_files_tree&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;13 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_lsr.py::TestLsrTree::test_list_files_tree2&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_lsr.py::TestLsrTree::test_list_files_tree2&#34;, &#34;duration&#34;: &#34;8 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_lsr.py::TestLsrTree::test_list_files_tree2&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;8 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_statlab_corr.py::TestCorrCalculator::test_calculate_kendall_tau_with_dataframe&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_statlab_corr.py::TestCorrCalculator::test_calculate_kendall_tau_with_dataframe&#34;, &#34;duration&#34;: &#34;2 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_statlab_corr.py::TestCorrCalculator::test_calculate_kendall_tau_with_dataframe&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;2 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_statlab_corr.py::TestCorrCalculator::test_calculate_kendall_tau_with_list&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_statlab_corr.py::TestCorrCalculator::test_calculate_kendall_tau_with_list&#34;, &#34;duration&#34;: &#34;2 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_statlab_corr.py::TestCorrCalculator::test_calculate_kendall_tau_with_list&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;2 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_statlab_corr.py::TestCorrCalculator::test_plot_y_list&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_statlab_corr.py::TestCorrCalculator::test_plot_y_list&#34;, &#34;duration&#34;: &#34;17 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_statlab_corr.py::TestCorrCalculator::test_plot_y_list&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;17 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_statlab_kappa.py::TestKappaCalculator::test_bootstrap_cohen_ci&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_statlab_kappa.py::TestKappaCalculator::test_bootstrap_cohen_ci&#34;, &#34;duration&#34;: &#34;231 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_statlab_kappa.py::TestKappaCalculator::test_bootstrap_cohen_ci&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;231 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_statlab_kappa.py::TestKappaCalculator::test_cohen&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_statlab_kappa.py::TestKappaCalculator::test_cohen&#34;, &#34;duration&#34;: &#34;68 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_statlab_kappa.py::TestKappaCalculator::test_cohen&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;68 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_statlab_kappa.py::TestKappaCalculator::test_fleiss_kappa&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_statlab_kappa.py::TestKappaCalculator::test_fleiss_kappa&#34;, &#34;duration&#34;: &#34;65 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_statlab_kappa.py::TestKappaCalculator::test_fleiss_kappa&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;65 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_stdiso_pdfsummary.py::TestPdfSummary::test_compare_file_size&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_stdiso_pdfsummary.py::TestPdfSummary::test_compare_file_size&#34;, &#34;duration&#34;: &#34;765 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_stdiso_pdfsummary.py::TestPdfSummary::test_compare_file_size&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;765 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_stdiso_pdfsummary.py::TestPdfSummary::test_get_outline_list&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_stdiso_pdfsummary.py::TestPdfSummary::test_get_outline_list&#34;, &#34;duration&#34;: &#34;864 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_stdiso_pdfsummary.py::TestPdfSummary::test_get_outline_list&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;864 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}], &#34;tests/test_stdiso_pdfsummary.py::TestPdfSummary::test_show_outline_tree&#34;: [{&#34;extras&#34;: [], &#34;result&#34;: &#34;Passed&#34;, &#34;testId&#34;: &#34;tests/test_stdiso_pdfsummary.py::TestPdfSummary::test_show_outline_tree&#34;, &#34;duration&#34;: &#34;834 ms&#34;, &#34;resultsTableRow&#34;: [&#34;&lt;td class=\&#34;col-result\&#34;&gt;Passed&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-testId\&#34;&gt;tests/test_stdiso_pdfsummary.py::TestPdfSummary::test_show_outline_tree&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-duration\&#34;&gt;834 ms&lt;/td&gt;&#34;, &#34;&lt;td class=\&#34;col-links\&#34;&gt;&lt;/td&gt;&#34;], &#34;log&#34;: &#34;No log output captured.&#34;}]}, &#34;renderCollapsed&#34;: [&#34;passed&#34;], &#34;initialSort&#34;: &#34;result&#34;, &#34;title&#34;: &#34;report.html&#34;}"></div>
     <script>
       (function(){function r(e,n,t){function o(i,f){if(!n[i]){if(!e[i]){var c="function"==typeof require&&require;if(!f&&c)return c(i,!0);if(u)return u(i,!0);var a=new Error("Cannot find module '"+i+"'");throw a.code="MODULE_NOT_FOUND",a}var p=n[i]={exports:{}};e[i][0].call(p.exports,function(r){var n=e[i][1][r];return o(n||r)},p,p.exports,r,e,n,t)}return n[i].exports}for(var u="function"==typeof require&&require,i=0;i<t.length;i++)o(t[i]);return o}return r})()({1:[function(require,module,exports){
 const { getCollapsedCategory, setCollapsedIds } = require('./storage.js')
diff --git a/example_cdtg.html b/example_cdtg.html
index 9cb6ff87..ea828f8e 100644
--- a/example_cdtg.html
+++ b/example_cdtg.html
@@ -133,7 +133,13 @@ <h1>U/Graph/Categorical Plots Using catPlotter<a class="headerlink" href="#u-gra
 </div>
 </div>
 <div class="cell_output docutils container">
-<img alt="_images/833bf347c2aca2fa4418132f6024d14cac03816c51d733a6cecd3b37f4f6c949.png" src="_images/833bf347c2aca2fa4418132f6024d14cac03816c51d733a6cecd3b37f4f6c949.png" />
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/.cache/pypoetry/virtualenvs/mtbp3-STzYEG9e-py3.10/lib/python3.10/site-packages/seaborn/categorical.py:3399: UserWarning: 15.0% of the points cannot be placed; you may want to decrease the size of the markers or use stripplot.
+  warnings.warn(msg, UserWarning)
+/home/runner/.cache/pypoetry/virtualenvs/mtbp3-STzYEG9e-py3.10/lib/python3.10/site-packages/seaborn/categorical.py:3399: UserWarning: 10.0% of the points cannot be placed; you may want to decrease the size of the markers or use stripplot.
+  warnings.warn(msg, UserWarning)
+</pre></div>
+</div>
+<img alt="_images/933969f373f160b503820ede7fca91e75ac216d5454ffd427d75f27fef3b9a90.png" src="_images/933969f373f160b503820ede7fca91e75ac216d5454ffd427d75f27fef3b9a90.png" />
 </div>
 </div>
 <p>To create a line plot:</p>
@@ -145,7 +151,7 @@ <h1>U/Graph/Categorical Plots Using catPlotter<a class="headerlink" href="#u-gra
 </div>
 </div>
 <div class="cell_output docutils container">
-<img alt="_images/542a85bd24c1987e4732c0b26f6649f4390a8c15e1a5ad716744c3c796163b41.png" src="_images/542a85bd24c1987e4732c0b26f6649f4390a8c15e1a5ad716744c3c796163b41.png" />
+<img alt="_images/edbcb05be23c6de576d319f47189a8a15a4645ca09a373ee63d85bfe47ce2cb0.png" src="_images/edbcb05be23c6de576d319f47189a8a15a4645ca09a373ee63d85bfe47ce2cb0.png" />
 </div>
 </div>
 </section>
diff --git a/example_clinical.html b/example_clinical.html
index ce66cea8..7827920b 100644
--- a/example_clinical.html
+++ b/example_clinical.html
@@ -131,8 +131,8 @@ <h2>Example 1<a class="headerlink" href="#example-1" title="Link to this heading
 </div>
 <div class="cell_output docutils container">
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>  study treatment subject   visit  meal  calorie
-0  STD1      TRT1  SUBJ01  VISIT1     1     1903
-1  STD1      TRT1  SUBJ01  VISIT1     2      768
+0  STD1      TRT1  SUBJ01  VISIT1     1     1208
+1  STD1      TRT1  SUBJ01  VISIT1     2     1398
 </pre></div>
 </div>
 </div>
@@ -149,12 +149,12 @@ <h2>Example 1<a class="headerlink" href="#example-1" title="Link to this heading
 </div>
 <div class="cell_output docutils container">
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>  study treatment subject   visit  N(0&lt;=X&lt;500)  N(500&lt;=X&lt;1000)  \
-0  STD1      TRT1  SUBJ01  VISIT1            0               3   
-1  STD1      TRT1  SUBJ01  VISIT2            0               4   
+0  STD1      TRT1  SUBJ01  VISIT1            1               2   
+1  STD1      TRT1  SUBJ02  VISIT1            0               1   
 
    N(1000&lt;=V&lt;=2000)  N(all)  
 0                 2       5  
-1                 1       5  
+1                 1       2  
 </pre></div>
 </div>
 </div>
@@ -169,22 +169,22 @@ <h2>Example 1<a class="headerlink" href="#example-1" title="Link to this heading
 </div>
 <div class="cell_output docutils container">
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>   study treatment   visit  N(0&lt;=X&lt;3)  N(3&lt;=X&lt;5)  N(5&lt;=V&lt;=7)  N(all)
-0   STD1      TRT1  VISIT1          2         10           8      20
-1   STD1      TRT1  VISIT2          4          6           7      17
-2   STD1      TRT1  VISIT3          4          9           0      13
-3   STD1      TRT1  VISIT4          2          1           2       5
-4   STD1      TRT2  VISIT1          2         12           6      20
-5   STD1      TRT2  VISIT2          5          3           3      11
-6   STD1      TRT2  VISIT3          3          4           0       7
-7   STD1      TRT2  VISIT4          2          0           2       4
-8   STD2      TRT1  VISIT1          6         11           3      20
-9   STD2      TRT1  VISIT2          6          7           3      16
-10  STD2      TRT1  VISIT3          2          9           1      12
-11  STD2      TRT1  VISIT4          1          3           1       5
-12  STD2      TRT2  VISIT1          1         15           4      20
-13  STD2      TRT2  VISIT2          4          7           5      16
-14  STD2      TRT2  VISIT3          3          9           0      12
-15  STD2      TRT2  VISIT4          1          2           0       3
+0   STD1      TRT1  VISIT1          5          9           6      20
+1   STD1      TRT1  VISIT2          4          9           4      17
+2   STD1      TRT1  VISIT3          1          8           4      13
+3   STD1      TRT1  VISIT4          3          3           0       6
+4   STD1      TRT2  VISIT1          3         15           2      20
+5   STD1      TRT2  VISIT2          1         10           2      13
+6   STD1      TRT2  VISIT3          3          4           2       9
+7   STD1      TRT2  VISIT4          1          2           1       4
+8   STD2      TRT1  VISIT1          7          9           4      20
+9   STD2      TRT1  VISIT2          5          6           5      16
+10  STD2      TRT1  VISIT3          4          7           3      14
+11  STD2      TRT1  VISIT4          2          0           0       2
+12  STD2      TRT2  VISIT1          4          8           8      20
+13  STD2      TRT2  VISIT2          4         11           3      18
+14  STD2      TRT2  VISIT3          4          6           2      12
+15  STD2      TRT2  VISIT4          3          3           2       8
 </pre></div>
 </div>
 </div>
@@ -198,22 +198,22 @@ <h2>Example 1<a class="headerlink" href="#example-1" title="Link to this heading
 </div>
 <div class="cell_output docutils container">
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>   study treatment   visit  Sum(0&lt;=X&lt;3)  Sum(3&lt;=X&lt;5)  Sum(5&lt;=V&lt;=7)  Sum(all)
-0   STD1      TRT1  VISIT1            4           36            40        80
-1   STD1      TRT1  VISIT2            8           23            35        66
-2   STD1      TRT1  VISIT3            8           33             0        41
-3   STD1      TRT1  VISIT4            4            3            10        17
-4   STD1      TRT2  VISIT1            4           43            30        77
-5   STD1      TRT2  VISIT2           10           11            15        36
-6   STD1      TRT2  VISIT3            6           13             0        19
-7   STD1      TRT2  VISIT4            4            0            10        14
-8   STD2      TRT1  VISIT1           12           41            15        68
-9   STD2      TRT1  VISIT2           12           23            15        50
-10  STD2      TRT1  VISIT3            4           33             5        42
-11  STD2      TRT1  VISIT4            2           10             5        17
-12  STD2      TRT2  VISIT1            2           56            20        78
-13  STD2      TRT2  VISIT2            8           28            25        61
-14  STD2      TRT2  VISIT3            6           32             0        38
-15  STD2      TRT2  VISIT4            2            8             0        10
+0   STD1      TRT1  VISIT1           10           33            30        73
+1   STD1      TRT1  VISIT2            8           31            20        59
+2   STD1      TRT1  VISIT3            2           27            20        49
+3   STD1      TRT1  VISIT4            6           10             0        16
+4   STD1      TRT2  VISIT1            6           53            10        69
+5   STD1      TRT2  VISIT2            2           32            10        44
+6   STD1      TRT2  VISIT3            6           14            10        30
+7   STD1      TRT2  VISIT4            2            8             5        15
+8   STD2      TRT1  VISIT1           14           29            20        63
+9   STD2      TRT1  VISIT2           10           20            25        55
+10  STD2      TRT1  VISIT3            8           24            15        47
+11  STD2      TRT1  VISIT4            4            0             0         4
+12  STD2      TRT2  VISIT1            8           29            40        77
+13  STD2      TRT2  VISIT2            8           39            15        62
+14  STD2      TRT2  VISIT3            8           20            10        38
+15  STD2      TRT2  VISIT4            6           11            10        27
 </pre></div>
 </div>
 </div>
diff --git a/example_emt3.html b/example_emt3.html
index e642970b..8559318a 100644
--- a/example_emt3.html
+++ b/example_emt3.html
@@ -295,92 +295,92 @@ <h2>FMQ Tree<a class="headerlink" href="#fmq-tree" title="Link to this heading">
     ├── Abdominal Pain:
     │   ├── [Classification] Broad:
     │   │   ├── [SOC] soc214dfxgAelhGHfEFFkgrAsFYzZBAFs:
-    │   │   │   ├── [PT01] Gastritis erosive
-    │   │   │   ├── [PT02] Gastroenterostomy
-    │   │   │   ├── [PT03] Helicobacter duodenal ulcer
-    │   │   │   ├── [PT04] Large intestine infection
-    │   │   │   ├── [PT05] Ulcerative duodenitis
-    │   │   │   ├── [PT06] Visceral pain
-    │   │   │   ├── [PT07] CRIA syndrome
-    │   │   │   └── [PT08] Peritoneoplasty
+    │   │   │   ├── [PT01] Carnett&#39;s sign positive
+    │   │   │   ├── [PT02] Gastric irritation
+    │   │   │   ├── [PT03] Gastroenteritis escherichia coli
+    │   │   │   ├── [PT04] Gastroenteritis Escherichia coli
+    │   │   │   ├── [PT05] Gastro-enterostomy
+    │   │   │   ├── [PT06] Haemorrhagic erosive gastritis
+    │   │   │   ├── [PT07] Large intestine infection
+    │   │   │   ├── [PT08] CRIA syndrome
+    │   │   │   ├── [PT09] Bauhin&#39;s valve syndrome
+    │   │   │   ├── [PT10] Yao syndrome
+    │   │   │   └── [PT11] Segmental arterial mediolysis
     │   │   ├── [SOC] soc360phgmkaCxrALPg:
-    │   │   │   ├── [PT09] Complicated appendicitis
-    │   │   │   ├── [PT10] Gastric irritation
-    │   │   │   ├── [PT11] Gastroenteritis Escherichia coli
-    │   │   │   ├── [PT12] Gastro-enterostomy
-    │   │   │   ├── [PT13] Peptic ulcer
-    │   │   │   ├── [PT14] Bauhin&#39;s valve syndrome
-    │   │   │   ├── [PT15] Yao syndrome
-    │   │   │   └── [PT16] Segmental arterial mediolysis
+    │   │   │   ├── [PT12] Complicated appendicitis
+    │   │   │   ├── [PT13] Gastritis erosive
+    │   │   │   ├── [PT14] Gastroenterostomy
+    │   │   │   ├── [PT15] Infantile colic
+    │   │   │   ├── [PT16] Peptic ulcer
+    │   │   │   ├── [PT17] Ulcerative duodenitis
+    │   │   │   ├── [PT18] Visceral pain
+    │   │   │   └── [PT19] Peritoneoplasty
     │   │   └── [SOC] soc972ZiuFsAfKKVWFbSZdYcgUoCiSTyEYKu:
-    │   │       ├── [PT17] Carnett&#39;s sign positive
-    │   │       ├── [PT18] Gastroenteritis escherichia coli
-    │   │       ├── [PT19] Haemorrhagic erosive gastritis
-    │   │       └── [PT20] Infantile colic
+    │   │       └── [PT20] Helicobacter duodenal ulcer
     │   └── [Classification] Narrow:
     │       ├── [SOC] soc214dfxgAelhGHfEFFkgrAsFYzZBAFs:
     │       │   ├── [PT21] Abdominal pain
-    │       │   ├── [PT22] Abdominal pain lower
-    │       │   ├── [PT23] Abdominal pain NOS
-    │       │   ├── [PT24] Abdominal pain upper
-    │       │   ├── [PT25] Abdominal rebound tenderness
-    │       │   ├── [PT26] Abdominal rigidity
-    │       │   ├── [PT27] Gastrointestinal pain
-    │       │   ├── [PT28] Spleen pain
-    │       │   ├── [PT29] Stomach discomfort
-    │       │   └── [PT30] Ilioinguinal neuralgia
+    │       │   ├── [PT22] Abdominal pain NOS
+    │       │   ├── [PT23] Abdominal pain upper
+    │       │   ├── [PT24] Enteric neuropathy
+    │       │   ├── [PT25] Gastrointestinal discomfort
+    │       │   ├── [PT26] Gastrointestinal upset
+    │       │   └── [PT27] Perihepatic discomfort
     │       ├── [SOC] soc360phgmkaCxrALPg:
-    │       │   ├── [PT31] Abdominal discomfort
-    │       │   ├── [PT32] Abdominal migraine
-    │       │   ├── [PT33] Abdominal pain aggravated
-    │       │   ├── [PT34] Enteric neuropathy
-    │       │   ├── [PT35] Epigastric discomfort
-    │       │   └── [PT36] Gastrointestinal pain NOS
+    │       │   ├── [PT28] Abdominal pain lower
+    │       │   ├── [PT29] Abdominal tenderness
+    │       │   ├── [PT30] Acute abdomen
+    │       │   ├── [PT31] Epigastric discomfort
+    │       │   ├── [PT32] Gastrointestinal pain
+    │       │   ├── [PT33] Ulcer type pain
+    │       │   └── [PT34] Ilioinguinal neuralgia
     │       └── [SOC] soc972ZiuFsAfKKVWFbSZdYcgUoCiSTyEYKu:
-    │           ├── [PT37] Abdominal tenderness
-    │           ├── [PT38] Acute abdomen
-    │           ├── [PT39] Gastrointestinal discomfort
-    │           ├── [PT40] Gastrointestinal upset
+    │           ├── [PT35] Abdominal discomfort
+    │           ├── [PT36] Abdominal migraine
+    │           ├── [PT37] Abdominal pain aggravated
+    │           ├── [PT38] Abdominal rebound tenderness
+    │           ├── [PT39] Abdominal rigidity
+    │           ├── [PT40] Gastrointestinal pain NOS
     │           ├── [PT41] Intestinal spasm
-    │           ├── [PT42] Perihepatic discomfort
-    │           └── [PT43] Ulcer type pain
+    │           ├── [PT42] Spleen pain
+    │           └── [PT43] Stomach discomfort
     └── Abnormal Uterine Bleeding:
         ├── [Classification] Broad:
         │   ├── [SOC] soc214dfxgAelhGHfEFFkgrAsFYzZBAFs:
-        │   │   └── [PT01] Dysmenorrhea
+        │   │   └── [PT01] Follicle-stimulating hormone deficiency
         │   ├── [SOC] soc360phgmkaCxrALPg:
-        │   │   ├── [PT02] Bleeding anovulatory
-        │   │   ├── [PT03] Follicle-stimulating hormone deficiency
-        │   │   ├── [PT04] Follicle stimulating hormone deficiency
-        │   │   ├── [PT05] Menstrual disorder
-        │   │   ├── [PT06] Uterine dehiscence
-        │   │   └── [PT07] Ovarian dysfunction
+        │   │   ├── [PT02] Anovulatory cycle
+        │   │   ├── [PT03] Bleeding anovulatory
+        │   │   ├── [PT04] Dysmenorrhoea
+        │   │   ├── [PT05] Follicle stimulating hormone deficiency
+        │   │   ├── [PT06] Menstrual disorder
+        │   │   └── [PT07] Uterine dehiscence
         │   └── [SOC] soc972ZiuFsAfKKVWFbSZdYcgUoCiSTyEYKu:
-        │       ├── [PT08] Anovulatory cycle
-        │       └── [PT09] Dysmenorrhoea
+        │       ├── [PT08] Dysmenorrhea
+        │       └── [PT09] Ovarian dysfunction
         └── [Classification] Narrow:
             ├── [SOC] soc214dfxgAelhGHfEFFkgrAsFYzZBAFs:
-            │   ├── [PT10] Abnormal withdrawal bleeding
-            │   ├── [PT11] Dysfunctional uterine bleeding
-            │   ├── [PT12] Hypomenorrhoea
-            │   ├── [PT13] Menometrorrhagia
-            │   ├── [PT14] Menstruation delayed
-            │   ├── [PT15] Polymenorrhoea
-            │   └── [PT16] Uterine rupture
+            │   ├── [PT10] Abnormal uterine bleeding
+            │   ├── [PT11] Cervix haemorrhage uterine
+            │   ├── [PT12] Menometrorrhagia
+            │   ├── [PT13] Menorrhagia
+            │   ├── [PT14] Menstruation irregular
+            │   ├── [PT15] Postmenopausal haemorrhage
+            │   ├── [PT16] Uterine haemorrhage
+            │   ├── [PT17] Uterine rupture
+            │   └── [PT18] Vaginal haemorrhage
             ├── [SOC] soc360phgmkaCxrALPg:
-            │   ├── [PT17] Abnormal uterine bleeding
-            │   ├── [PT18] Cervix haemorrhage uterine
-            │   ├── [PT19] Heavy menstrual bleeding
-            │   ├── [PT20] Oligomenorrhoea
-            │   ├── [PT21] Polymenorrhagia
-            │   └── [PT22] Uterine haemorrhage
+            │   ├── [PT19] Abnormal withdrawal bleeding
+            │   ├── [PT20] Heavy menstrual bleeding
+            │   ├── [PT21] Intermenstrual bleeding
+            │   ├── [PT22] Metrorrhagia
+            │   ├── [PT23] Oligomenorrhoea
+            │   └── [PT24] Polymenorrhagia
             └── [SOC] soc972ZiuFsAfKKVWFbSZdYcgUoCiSTyEYKu:
-                ├── [PT23] Intermenstrual bleeding
-                ├── [PT24] Menorrhagia
-                ├── [PT25] Menstruation irregular
-                ├── [PT26] Metrorrhagia
-                ├── [PT27] Postmenopausal haemorrhage
-                └── [PT28] Vaginal haemorrhage
+                ├── [PT25] Dysfunctional uterine bleeding
+                ├── [PT26] Hypomenorrhoea
+                ├── [PT27] Menstruation delayed
+                └── [PT28] Polymenorrhoea
 </pre></div>
 </div>
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>
@@ -404,92 +404,92 @@ <h2>FMQ Tree<a class="headerlink" href="#fmq-tree" title="Link to this heading">
                                             Abdominal Pain ──┤    
                                 Broad [Classification] ──┤   │    
            soc214dfxgAelhGHfEFFkgrAsFYzZBAFs [SOC] ──┤   │   │    
-                Bauhin&#39;s valve syndrome [PT04] ──┤   │   │   │    
+                          CRIA syndrome [PT06] ──┤   │   │   │    
                 Carnett&#39;s sign positive [PT01] ──┤   │   │   │    
-            Helicobacter duodenal ulcer [PT02] ──┤   │   │   │    
-                           Peptic ulcer [PT03] ──┤   │   │   │    
-                        Peritoneoplasty [PT05] ──┤   │   │   │    
-          Segmental arterial mediolysis [PT06] ──┘   │   │   │    
+                     Gastro-enterostomy [PT02] ──┤   │   │   │    
+            Helicobacter duodenal ulcer [PT03] ──┤   │   │   │    
+              Large intestine infection [PT04] ──┤   │   │   │    
+          Segmental arterial mediolysis [PT07] ──┤   │   │   │    
+                  Ulcerative duodenitis [PT05] ──┘   │   │   │    
                          soc360phgmkaCxrALPg [SOC] ──┤   │   │    
-                          CRIA syndrome [PT11] ──┤   │   │   │    
-                     Gastric irritation [PT07] ──┤   │   │   │    
-         Haemorrhagic erosive gastritis [PT08] ──┤   │   │   │    
-              Large intestine infection [PT09] ──┤   │   │   │    
-                  Ulcerative duodenitis [PT10] ──┘   │   │   │    
+                Bauhin&#39;s valve syndrome [PT12] ──┤   │   │   │    
+               Complicated appendicitis [PT08] ──┤   │   │   │    
+       Gastroenteritis Escherichia coli [PT09] ──┤   │   │   │    
+         Haemorrhagic erosive gastritis [PT10] ──┤   │   │   │    
+                          Visceral pain [PT11] ──┘   │   │   │    
         soc972ZiuFsAfKKVWFbSZdYcgUoCiSTyEYKu [SOC] ──┘   │   │    
-               Complicated appendicitis [PT12] ──┤       │   │    
-                      Gastritis erosive [PT13] ──┤       │   │    
-                     Gastro-enterostomy [PT17] ──┤       │   │    
-       Gastroenteritis Escherichia coli [PT15] ──┤       │   │    
-       Gastroenteritis escherichia coli [PT14] ──┤       │   │    
+                     Gastric irritation [PT13] ──┤       │   │    
+                      Gastritis erosive [PT14] ──┤       │   │    
+       Gastroenteritis escherichia coli [PT15] ──┤       │   │    
                       Gastroenterostomy [PT16] ──┤       │   │    
-                        Infantile colic [PT18] ──┤       │   │    
-                          Visceral pain [PT19] ──┤       │   │    
-                           Yao syndrome [PT20] ──┘       │   │    
+                        Infantile colic [PT17] ──┤       │   │    
+                           Peptic ulcer [PT18] ──┤       │   │    
+                        Peritoneoplasty [PT20] ──┤       │   │    
+                           Yao syndrome [PT19] ──┘       │   │    
                                Narrow [Classification] ──┘   │    
            soc214dfxgAelhGHfEFFkgrAsFYzZBAFs [SOC] ──┤       │    
-                     Abdominal migraine [PT21] ──┤   │       │    
-                   Abdominal pain lower [PT22] ──┤   │       │    
-                   Abdominal pain upper [PT23] ──┤   │       │    
-                     Abdominal rigidity [PT24] ──┤   │       │    
-            Gastrointestinal discomfort [PT25] ──┤   │       │    
-              Gastrointestinal pain NOS [PT26] ──┤   │       │    
-                 Gastrointestinal upset [PT27] ──┘   │       │    
+                   Abdominal discomfort [PT21] ──┤   │       │    
+              Abdominal pain aggravated [PT22] ──┤   │       │    
+                     Abdominal rigidity [PT23] ──┤   │       │    
+                  Gastrointestinal pain [PT24] ──┤   │       │    
+                            Spleen pain [PT25] ──┘   │       │    
                          soc360phgmkaCxrALPg [SOC] ──┤       │    
-           Abdominal rebound tenderness [PT28] ──┤   │       │    
-                   Abdominal tenderness [PT29] ──┤   │       │    
+                         Abdominal pain [PT26] ──┤   │       │    
+           Abdominal rebound tenderness [PT27] ──┤   │       │    
+                   Abdominal tenderness [PT28] ──┤   │       │    
+                     Enteric neuropathy [PT29] ──┤   │       │    
                   Epigastric discomfort [PT30] ──┤   │       │    
-                 Ilioinguinal neuralgia [PT33] ──┤   │       │    
-                       Intestinal spasm [PT31] ──┤   │       │    
-                     Stomach discomfort [PT32] ──┘   │       │    
+                 Gastrointestinal upset [PT31] ──┤   │       │    
+                     Stomach discomfort [PT32] ──┤   │       │    
+                        Ulcer type pain [PT33] ──┘   │       │    
         soc972ZiuFsAfKKVWFbSZdYcgUoCiSTyEYKu [SOC] ──┘       │    
-                   Abdominal discomfort [PT34] ──┤           │    
-                     Abdominal pain NOS [PT37] ──┤           │    
-                         Abdominal pain [PT35] ──┤           │    
-              Abdominal pain aggravated [PT36] ──┤           │    
+                     Abdominal migraine [PT34] ──┤           │    
+                     Abdominal pain NOS [PT36] ──┤           │    
+                   Abdominal pain lower [PT35] ──┤           │    
+                   Abdominal pain upper [PT37] ──┤           │    
                           Acute abdomen [PT38] ──┤           │    
-                     Enteric neuropathy [PT39] ──┤           │    
-                  Gastrointestinal pain [PT40] ──┤           │    
-                 Perihepatic discomfort [PT41] ──┤           │    
-                            Spleen pain [PT42] ──┤           │    
-                        Ulcer type pain [PT43] ──┘           │    
+            Gastrointestinal discomfort [PT39] ──┤           │    
+              Gastrointestinal pain NOS [PT40] ──┤           │    
+                 Ilioinguinal neuralgia [PT43] ──┤           │    
+                       Intestinal spasm [PT41] ──┤           │    
+                 Perihepatic discomfort [PT42] ──┘           │    
                                  Abnormal Uterine Bleeding ──┘    
                                 Broad [Classification] ──┤        
            soc214dfxgAelhGHfEFFkgrAsFYzZBAFs [SOC] ──┤   │        
-Follicle-stimulating hormone deficiency [PT01] ──┤   │   │        
-                     Uterine dehiscence [PT02] ──┘   │   │        
+                   Bleeding anovulatory [PT01] ──┤   │   │        
+Follicle stimulating hormone deficiency [PT03] ──┤   │   │        
+Follicle-stimulating hormone deficiency [PT02] ──┤   │   │        
+                     Menstrual disorder [PT04] ──┘   │   │        
                          soc360phgmkaCxrALPg [SOC] ──┤   │        
-                      Anovulatory cycle [PT03] ──┤   │   │        
-                          Dysmenorrhoea [PT04] ──┤   │   │        
-Follicle stimulating hormone deficiency [PT05] ──┤   │   │        
-                    Ovarian dysfunction [PT06] ──┘   │   │        
+                           Dysmenorrhea [PT05] ──┘   │   │        
         soc972ZiuFsAfKKVWFbSZdYcgUoCiSTyEYKu [SOC] ──┘   │        
-                   Bleeding anovulatory [PT07] ──┤       │        
-                           Dysmenorrhea [PT08] ──┤       │        
-                     Menstrual disorder [PT09] ──┘       │        
+                      Anovulatory cycle [PT06] ──┤       │        
+                          Dysmenorrhoea [PT07] ──┤       │        
+                    Ovarian dysfunction [PT09] ──┤       │        
+                     Uterine dehiscence [PT08] ──┘       │        
                                Narrow [Classification] ──┘        
            soc214dfxgAelhGHfEFFkgrAsFYzZBAFs [SOC] ──┤            
-               Heavy menstrual bleeding [PT10] ──┤   │            
-                         Hypomenorrhoea [PT11] ──┤   │            
-                Intermenstrual bleeding [PT12] ──┤   │            
-                   Menstruation delayed [PT13] ──┤   │            
-                        Polymenorrhagia [PT14] ──┤   │            
-                    Uterine haemorrhage [PT15] ──┤   │            
-                    Vaginal haemorrhage [PT16] ──┘   │            
+           Abnormal withdrawal bleeding [PT10] ──┤   │            
+             Cervix haemorrhage uterine [PT11] ──┤   │            
+         Dysfunctional uterine bleeding [PT12] ──┤   │            
+                           Metrorrhagia [PT13] ──┤   │            
+                        Oligomenorrhoea [PT14] ──┤   │            
+                        Polymenorrhagia [PT15] ──┤   │            
+                    Uterine haemorrhage [PT16] ──┤   │            
+                        Uterine rupture [PT17] ──┘   │            
                          soc360phgmkaCxrALPg [SOC] ──┤            
-           Abnormal withdrawal bleeding [PT17] ──┤   │            
-             Cervix haemorrhage uterine [PT18] ──┤   │            
-         Dysfunctional uterine bleeding [PT19] ──┤   │            
-                            Menorrhagia [PT20] ──┤   │            
-                           Metrorrhagia [PT21] ──┤   │            
-                        Oligomenorrhoea [PT22] ──┤   │            
-                         Polymenorrhoea [PT23] ──┘   │            
+                         Hypomenorrhoea [PT18] ──┤   │            
+                Intermenstrual bleeding [PT19] ──┤   │            
+                 Menstruation irregular [PT20] ──┤   │            
+                    Vaginal haemorrhage [PT21] ──┘   │            
         soc972ZiuFsAfKKVWFbSZdYcgUoCiSTyEYKu [SOC] ──┘            
-              Abnormal uterine bleeding [PT24] ──┤                
-                       Menometrorrhagia [PT25] ──┤                
-                 Menstruation irregular [PT26] ──┤                
-             Postmenopausal haemorrhage [PT27] ──┤                
-                        Uterine rupture [PT28] ──┘                
+              Abnormal uterine bleeding [PT22] ──┤                
+               Heavy menstrual bleeding [PT23] ──┤                
+                       Menometrorrhagia [PT24] ──┤                
+                            Menorrhagia [PT25] ──┤                
+                   Menstruation delayed [PT26] ──┤                
+                         Polymenorrhoea [PT27] ──┤                
+             Postmenopausal haemorrhage [PT28] ──┘                
 </pre></div>
 </div>
 </div>
diff --git a/example_files.html b/example_files.html
index 3208079d..6019240d 100644
--- a/example_files.html
+++ b/example_files.html
@@ -153,7 +153,7 @@ <h1>U/System/List Folder Contents<a class="headerlink" href="#u-system-list-fold
 </div>
 </div>
 <div class="cell_output docutils container">
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>testfolder_11/
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>testfolder_59/
 ├── subfolder1/
 └── subfolder2/
     └── testfile3
@@ -170,7 +170,7 @@ <h1>U/System/List Folder Contents<a class="headerlink" href="#u-system-list-fold
 </div>
 </div>
 <div class="cell_output docutils container">
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>testfolder_11/  &lt;&lt;&lt;((( F=0; D=2 )))&gt;&gt;&gt;
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>testfolder_59/  &lt;&lt;&lt;((( F=0; D=2 )))&gt;&gt;&gt;
 ├── subfolder1/  &lt;&lt;&lt;((( Empty Folder )))&gt;&gt;&gt;
 └── subfolder2/  &lt;&lt;&lt;((( F=1; D=0 )))&gt;&gt;&gt;
     └── testfile3
@@ -193,7 +193,7 @@ <h1>U/System/List Folder Contents<a class="headerlink" href="#u-system-list-fold
 
                    modified                   created  file_type N_page  \
 0                      None                      None       None   None   
-1  Sun Jul 21 18:51:38 2024  Sun Jul 21 18:51:38 2024  testfile3   None   
+1  Sun Jul 21 18:54:17 2024  Sun Jul 21 18:54:17 2024  testfile3   None   
 
   N_column N_row  
 0     None  None  
diff --git a/searchindex.js b/searchindex.js
index bcc7468f..e6466b3b 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/statlab_kappa2.html b/statlab_kappa2.html
index 850bdb86..3dca5360 100644
--- a/statlab_kappa2.html
+++ b/statlab_kappa2.html
@@ -375,9 +375,8 @@ <h2>More Details<a class="headerlink" href="#more-details" title="Link to this h
 =&amp; E\left(\sum_{j} N_{ij}^4\right) + E\left(\sum_j\sum_{k \neq j} N_{ij}^2 N_{ik}^2 \right) - \left(E\left(\sum_{j} N_{ij}^2\right)\right)^2.\end{split}\]</div>
 <p>To calculate <a class="reference internal" href="#equation-eq-kappa2-vn2">Eq. (4)</a>,
 we can use the MGF, <span class="math notranslate nohighlight">\(\left(\sum_{j}p_je^{t_j}\right)^R\)</span>, to derive
-<span class="math notranslate nohighlight">\(E\left(N_{ij}^2\right) = Rp_j + R(R-1)p_j^2\)</span>,
-<span class="math notranslate nohighlight">\(E\left(N_{ij}^3\right) = Rp_j + 3R(R-1)p_j^2 + R(R-1)(R-2)p_j^3\)</span>, and
-<span class="math notranslate nohighlight">\(E\left(N_{ij}^4\right) =\)</span> (Lab Exercise; to be used in <a class="reference internal" href="#equation-eq-kappa2-vn3">Eq. (5)</a>).</p>
+<span class="math notranslate nohighlight">\(E\left(N_{ij}^2\right) = Rp_j + R(R-1)p_j^2\)</span>, and
+<span class="math notranslate nohighlight">\(E\left(N_{ij}^3\right) = Rp_j + 3R(R-1)p_j^2 + R(R-1)(R-2)p_j^3\)</span>.</p>
 <p>The first element of <a class="reference internal" href="#equation-eq-kappa2-vn2">Eq. (4)</a> can be calculated as <a class="footnote-reference brackets" href="#id9" id="id4" role="doc-noteref"><span class="fn-bracket">[</span>2<span class="fn-bracket">]</span></a> <sup>(Eq. 12)</sup></p>
 <div class="math notranslate nohighlight" id="equation-eq-kappa2-vn3">
 <span class="eqno">(5)<a class="headerlink" href="#equation-eq-kappa2-vn3" title="Link to this equation"></a></span>\[E\left(\sum_{j} N_{ij}^4\right)
