diff --git a/01_opening_and_understanding.html b/01_opening_and_understanding.html
index e1499e3..d8d9a89 100644
--- a/01_opening_and_understanding.html
+++ b/01_opening_and_understanding.html
@@ -391,11 +391,36 @@ <h2> Contents </h2>
 <h1>01: Opening and understanding<a class="headerlink" href="#opening-and-understanding" title="Permalink to this heading">#</a></h1>
 <div class="cell docutils container">
 <div class="cell_input docutils container">
-<div class="highlight-r notranslate"><div class="highlight"><pre><span></span><span class="c1">#library(IRdisplay)</span>
-<span class="c1">#display_html(&#39;&lt;iframe width=&quot;560&quot; height=&quot;315&quot; src=&quot;https://www.youtube.com/embed/699jkjLJGyM&quot; frameborder=&quot;0&quot; allowfullscreen&gt;&lt;/iframe&gt;&#39;)</span>
+<div class="highlight-r notranslate"><div class="highlight"><pre><span></span><span class="c1"># Replace &quot;VIDEO_ID_HERE&quot; with the actual ID of the YouTube video</span>
+<span class="n">video_id</span><span class="w"> </span><span class="o">&lt;-</span><span class="w"> </span><span class="s">&quot;Xer1XBm3sns&quot;</span>
+
+<span class="c1"># Create the YouTube video URL</span>
+<span class="n">video_url</span><span class="w"> </span><span class="o">&lt;-</span><span class="w"> </span><span class="nf">paste0</span><span class="p">(</span><span class="s">&quot;https://www.youtube.com/watch?v=&quot;</span><span class="p">,</span><span class="w"> </span><span class="n">video_id</span><span class="p">)</span>
+
+<span class="c1"># Create a hyperlink to the YouTube video</span>
+<span class="n">video_link</span><span class="w"> </span><span class="o">&lt;-</span><span class="w"> </span><span class="nf">paste0</span><span class="p">(</span><span class="s">&quot;&lt;a href=&#39;&quot;</span><span class="p">,</span><span class="w"> </span><span class="n">video_url</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;&#39;&gt;Link to YouTube Video&lt;/a&gt;&quot;</span><span class="p">)</span>
+
+<span class="c1"># Display the hyperlink</span>
+<span class="nf">display_html</span><span class="p">(</span><span class="n">video_link</span><span class="p">)</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output traceback highlight-ipythontb notranslate"><div class="highlight"><pre><span></span><span class="n">Error</span> <span class="ow">in</span> <span class="n">display_html</span><span class="p">(</span><span class="n">video_link</span><span class="p">):</span> <span class="n">could</span> <span class="ow">not</span> <span class="n">find</span> <span class="n">function</span> <span class="s2">&quot;display_html&quot;</span>
+<span class="ne">Traceback</span>:
+</pre></div>
+</div>
+</div>
+</div>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-r notranslate"><div class="highlight"><pre><span></span><span class="nf">library</span><span class="p">(</span><span class="n">IRdisplay</span><span class="p">)</span>
+<span class="nf">display_html</span><span class="p">(</span><span class="s">&#39;&lt;iframe width=&quot;560&quot; height=&quot;315&quot; src=&quot;https://youtu.be/Xer1XBm3sns?si=GqPeXjDlu8RJD8Lb&quot; frameborder=&quot;0&quot; allowfullscreen&gt;&lt;/iframe&gt;&#39;</span><span class="p">)</span>
 </pre></div>
 </div>
 </div>
+<div class="cell_output docutils container">
+<div class="output text_html"><iframe width="560" height="315" src="https://youtu.be/Xer1XBm3sns?si=GqPeXjDlu8RJD8Lb" frameborder="0" allowfullscreen></iframe></div></div>
 </div>
 <p>In this notebook we will go through how to open a NetCDF file in R. We will also try to understand the file and extract the data and metadata from it.</p>
 <p>Firstly, let’s import the modules that we will work with.</p>
@@ -811,6 +836,9 @@ <h2>Variables<a class="headerlink" href="#variables" title="Permalink to this he
 </div>
 </div>
 <div class="cell_output docutils container">
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[1] &quot;Size of dimensions of 2D anom array&quot;
+</pre></div>
+</div>
 <div class="output text_html"><table class="dataframe">
 <caption>A matrix: 72 × 36 of type dbl</caption>
 <tbody>
@@ -908,73 +936,447 @@ <h2>Variables<a class="headerlink" href="#variables" title="Permalink to this he
 </div>
 </div>
 <div class="cell_output docutils container">
-<div class="output text_html"><table class="dataframe">
-<caption>A matrix: 72 × 36 of type dbl</caption>
-<tbody>
-	<tr><td>   NA</td><td>   NA</td><td>   NA</td><td>-0.09</td><td>-0.4774149</td><td>-0.28590867</td><td>-0.147390142</td><td> 0.162335649</td><td> 0.3555031419</td><td> 0.085328840</td><td>⋯</td><td>0.9572873</td><td> 2.7277462</td><td> 1.795067</td><td> 1.0600646</td><td> 0.9244725</td><td> 0.901413739</td><td> 0.7911479</td><td> 1.0034733</td><td>  NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>   NA</td><td>   NA</td><td>-0.5136998</td><td>-0.28014940</td><td>-0.160545558</td><td> 0.158801332</td><td> 0.3941240311</td><td> 0.155463889</td><td>⋯</td><td>0.7803320</td><td> 2.8799996</td><td> 2.655742</td><td> 2.0247676</td><td> 2.4968357</td><td> 0.878529668</td><td> 0.6843208</td><td> 0.8648409</td><td>  NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>   NA</td><td> 0.30</td><td>-0.4267291</td><td>-0.27559584</td><td>-0.183748201</td><td> 0.202584669</td><td> 0.4098227322</td><td> 0.211597517</td><td>⋯</td><td>1.1051872</td><td> 2.7000260</td><td> 3.316797</td><td> 3.3139091</td><td> 6.5279703</td><td> 1.357819557</td><td> 0.7310358</td><td> 0.5478907</td><td>  NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>   NA</td><td>   NA</td><td>-0.2727111</td><td>-0.23345284</td><td>-0.168438852</td><td> 0.203091472</td><td> 0.3795720339</td><td> 0.154737383</td><td>⋯</td><td>1.1962049</td><td> 1.5803304</td><td> 4.079368</td><td> 2.4789727</td><td> 5.1615229</td><td> 4.826246738</td><td> 0.8632154</td><td>-0.7200000</td><td>  NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>   NA</td><td>   NA</td><td>-0.1808161</td><td>-0.16997650</td><td>-0.113978557</td><td> 0.188084275</td><td> 0.3441761434</td><td> 0.155692816</td><td>⋯</td><td>1.5916607</td><td> 0.6660571</td><td> 5.440616</td><td> 2.8465347</td><td> 3.7294011</td><td> 4.428432941</td><td> 0.8453974</td><td>        NA</td><td>  NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>   NA</td><td>   NA</td><td>-0.1048512</td><td>-0.08315404</td><td>-0.078388907</td><td> 0.161499396</td><td> 0.3325377405</td><td> 0.242152914</td><td>⋯</td><td>1.3523049</td><td> 3.2296455</td><td> 6.082641</td><td> 6.5513883</td><td> 7.1897578</td><td> 3.872640371</td><td> 0.7872372</td><td>-0.9600000</td><td>  NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>   NA</td><td>   NA</td><td>-0.2039971</td><td>-0.03734734</td><td>-0.050673340</td><td> 0.083849691</td><td> 0.2672915161</td><td> 0.320076883</td><td>⋯</td><td>1.2378309</td><td> 3.4596205</td><td> 6.688095</td><td> 8.1772079</td><td> 7.9278369</td><td> 3.297797918</td><td> 0.7249542</td><td>        NA</td><td>  NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td> 2.24</td><td>   NA</td><td> 0.4100000</td><td> 0.04984033</td><td>-0.030647313</td><td> 0.002807403</td><td> 0.2073578984</td><td> 0.060383327</td><td>⋯</td><td>1.0983480</td><td> 3.6145263</td><td> 7.006868</td><td> 8.3200865</td><td> 7.6957769</td><td> 2.810969353</td><td> 0.2470920</td><td>        NA</td><td>  NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>   NA</td><td> 1.85</td><td>        NA</td><td> 0.09618616</td><td>-0.021199374</td><td>-0.029650999</td><td>-0.0445042588</td><td>-0.036017980</td><td>⋯</td><td>1.8151871</td><td> 5.7194242</td><td> 7.489800</td><td> 8.2420597</td><td> 7.5445147</td><td> 1.702046871</td><td> 0.3923281</td><td>        NA</td><td>  NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>   NA</td><td>   NA</td><td> 0.0800000</td><td> 0.09327671</td><td> 0.001323494</td><td>-0.059333336</td><td>-0.1571347415</td><td>-0.177169263</td><td>⋯</td><td>2.0461519</td><td> 5.5822577</td><td> 7.721563</td><td> 8.3688650</td><td> 7.5512500</td><td> 2.840023041</td><td> 0.4435947</td><td>        NA</td><td>  NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>   NA</td><td>   NA</td><td>        NA</td><td> 0.10112605</td><td> 0.023530630</td><td>-0.102159321</td><td>-0.1461249292</td><td>-0.315625727</td><td>⋯</td><td>2.3329496</td><td> 5.2566156</td><td> 7.872991</td><td> 8.2446203</td><td> 6.9870377</td><td> 4.032630920</td><td> 0.8986476</td><td>        NA</td><td>  NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>   NA</td><td>   NA</td><td>        NA</td><td> 0.15525936</td><td> 0.039516296</td><td>-0.160253525</td><td>-0.4670970440</td><td>-0.694061339</td><td>⋯</td><td>4.3591695</td><td> 5.3242002</td><td> 7.156808</td><td> 7.2001529</td><td> 6.7234974</td><td> 4.168582439</td><td>        NA</td><td>        NA</td><td>5.44</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>   NA</td><td>   NA</td><td> 0.1200000</td><td> 0.17133424</td><td> 0.020352060</td><td>-0.183834001</td><td>-0.5728002191</td><td>-0.892433882</td><td>⋯</td><td>3.5030200</td><td> 6.0381327</td><td> 6.840115</td><td> 6.3887873</td><td> 6.9327917</td><td> 4.684739113</td><td>        NA</td><td>        NA</td><td>  NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>   NA</td><td> 0.51</td><td>-0.1045271</td><td> 0.12875792</td><td> 0.010437957</td><td>-0.192575157</td><td>-0.6314202547</td><td>-1.080038309</td><td>⋯</td><td>1.9361970</td><td> 4.4810176</td><td> 6.170854</td><td> 5.7854176</td><td> 5.9653182</td><td> 4.766786575</td><td>        NA</td><td>        NA</td><td>  NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>   NA</td><td>   NA</td><td>        NA</td><td> 0.12464470</td><td> 0.036503941</td><td>-0.108508967</td><td>-0.4493696690</td><td>-0.968589544</td><td>⋯</td><td>1.8712949</td><td> 3.4052238</td><td> 6.302463</td><td> 5.9270997</td><td> 6.3741350</td><td> 3.730565071</td><td> 5.4499998</td><td>        NA</td><td>  NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>-2.74</td><td>-6.49</td><td>   NA</td><td> 0.2366797</td><td> 0.18782446</td><td> 0.133120105</td><td> 0.082596302</td><td>-0.3003827631</td><td>-0.751365244</td><td>⋯</td><td>2.1469994</td><td> 3.8464892</td><td> 5.916843</td><td> 6.3851500</td><td> 6.4738703</td><td> 5.140623093</td><td>        NA</td><td> 2.2100000</td><td>  NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>   NA</td><td>   NA</td><td>        NA</td><td> 0.18006249</td><td> 0.205805823</td><td> 0.132874653</td><td>-0.2052679509</td><td>-0.681200624</td><td>⋯</td><td>2.6520324</td><td> 3.8627431</td><td> 4.681370</td><td> 6.7149715</td><td> 7.6431904</td><td> 8.325294495</td><td> 2.4645054</td><td>        NA</td><td>  NA</td><td>NA</td></tr>
-	<tr><td>-3.23</td><td>   NA</td><td>   NA</td><td>   NA</td><td>        NA</td><td> 0.21591021</td><td> 0.297305465</td><td> 0.191144824</td><td> 0.0002424157</td><td>-0.475218683</td><td>⋯</td><td>1.5729918</td><td> 3.1421788</td><td> 3.056231</td><td> 6.2712049</td><td> 8.8811817</td><td> 8.233824730</td><td> 4.2742991</td><td> 2.9200001</td><td>  NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>   NA</td><td>   NA</td><td> 1.4100000</td><td> 0.24058017</td><td> 0.389482826</td><td> 0.454154611</td><td> 0.3260739446</td><td>-0.130278409</td><td>⋯</td><td>1.1721898</td><td> 1.9892517</td><td> 4.083584</td><td> 7.7274904</td><td> 8.9799690</td><td> 8.900437355</td><td> 7.3149533</td><td> 3.1400001</td><td>  NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>   NA</td><td>   NA</td><td>        NA</td><td> 0.08222742</td><td> 0.462933093</td><td> 0.622475207</td><td> 0.6073665023</td><td> 0.200632140</td><td>⋯</td><td>1.4139801</td><td> 1.8027588</td><td> 2.745549</td><td> 7.4859943</td><td> 9.0099735</td><td>10.146947861</td><td> 7.4159012</td><td>        NA</td><td>  NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>   NA</td><td>   NA</td><td>        NA</td><td> 0.22611250</td><td> 0.510275364</td><td> 0.726758242</td><td> 0.6986377239</td><td> 0.318254828</td><td>⋯</td><td>2.4283347</td><td> 1.5985538</td><td> 2.620578</td><td> 5.8397551</td><td>10.7067041</td><td>10.549728394</td><td> 7.0739231</td><td> 1.8500000</td><td>  NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td> 1.25</td><td>   NA</td><td>        NA</td><td> 0.26540589</td><td> 0.580444694</td><td> 0.760604620</td><td> 0.6664374471</td><td> 0.239719421</td><td>⋯</td><td>2.6909816</td><td> 3.2365203</td><td> 1.660322</td><td> 6.3767095</td><td>11.3682051</td><td> 9.817378998</td><td> 6.7846031</td><td>        NA</td><td>  NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>   NA</td><td>   NA</td><td> 1.4400001</td><td> 0.23749603</td><td> 0.580396712</td><td> 0.748356700</td><td> 0.6247741580</td><td> 0.104442805</td><td>⋯</td><td>1.9244378</td><td> 1.9029524</td><td> 2.724763</td><td> 8.6504669</td><td> 9.4975271</td><td> 7.550381184</td><td> 5.2764120</td><td>        NA</td><td>  NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>   NA</td><td>   NA</td><td>        NA</td><td> 0.18075460</td><td> 0.548415363</td><td> 0.727091372</td><td> 0.5926325321</td><td> 0.106404528</td><td>⋯</td><td>2.4785178</td><td> 3.5415964</td><td> 3.099287</td><td> 6.4127460</td><td> 9.1109905</td><td> 7.136222363</td><td> 3.9328668</td><td>        NA</td><td>  NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td> 2.81</td><td>   NA</td><td>        NA</td><td> 0.16377415</td><td> 0.523425102</td><td> 0.596909940</td><td> 0.3836425245</td><td> 0.162375107</td><td>⋯</td><td>2.8302016</td><td> 3.0401354</td><td> 3.149857</td><td> 5.7515340</td><td> 8.5855122</td><td> 6.447008133</td><td> 3.2445862</td><td>        NA</td><td>  NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>   NA</td><td>   NA</td><td>        NA</td><td> 0.15745857</td><td> 0.393516779</td><td> 0.449483484</td><td> 0.2567939758</td><td> 0.180907041</td><td>⋯</td><td>3.3748968</td><td> 2.8877025</td><td> 3.324666</td><td> 8.0333014</td><td> 7.5390706</td><td> 4.663214207</td><td> 2.3414955</td><td>        NA</td><td>  NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>   NA</td><td>   NA</td><td>        NA</td><td> 0.09594598</td><td> 0.209859416</td><td> 0.192347363</td><td> 0.1322625130</td><td> 0.119496055</td><td>⋯</td><td>2.9328752</td><td> 4.0491333</td><td> 3.670716</td><td> 5.6424479</td><td> 5.5709038</td><td> 3.862676620</td><td>        NA</td><td>        NA</td><td>  NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>   NA</td><td>   NA</td><td> 0.5700000</td><td>-0.01971135</td><td> 0.086351745</td><td> 0.022201179</td><td>-0.0598816760</td><td> 0.009354172</td><td>⋯</td><td>1.2883152</td><td> 2.4070759</td><td> 3.116643</td><td> 3.3065968</td><td> 1.3663971</td><td> 1.190155149</td><td>-0.2100000</td><td> 1.8000000</td><td>  NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>   NA</td><td>   NA</td><td> 0.0400000</td><td>-0.05072745</td><td> 0.079560325</td><td>-0.014219291</td><td>-0.2375546545</td><td>-0.014574289</td><td>⋯</td><td>1.0367877</td><td> 1.1600000</td><td> 2.320000</td><td> 1.5100000</td><td>-0.6620501</td><td>-0.005278349</td><td>        NA</td><td>        NA</td><td>  NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>   NA</td><td>   NA</td><td>        NA</td><td>-0.01008736</td><td> 0.107823193</td><td>-0.026469907</td><td>-0.4114962518</td><td> 0.090423912</td><td>⋯</td><td>0.8417667</td><td>-1.3527929</td><td>-1.477125</td><td>-0.9154379</td><td>-0.7692944</td><td>-0.279117882</td><td>-0.1200000</td><td>        NA</td><td>  NA</td><td>NA</td></tr>
-	<tr><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋱</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td></tr>
-	<tr><td>   NA</td><td>-1.28</td><td>  NA</td><td>-0.4698156</td><td>-0.484841824</td><td> 0.09154083</td><td> 0.6440986395</td><td> 0.86868376</td><td> 1.36309803</td><td> 1.81497061</td><td>⋯</td><td>1.2319669</td><td>1.09131396</td><td> 0.6522085071</td><td> 0.52465075</td><td>-5.436241150</td><td>-4.5521069</td><td>-3.09999990</td><td>        NA</td><td>   NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>  NA</td><td>-0.3934032</td><td>-0.431364000</td><td> 0.14756560</td><td> 0.5137752891</td><td> 0.61684585</td><td> 1.08714056</td><td> 1.54263282</td><td>⋯</td><td>1.1222075</td><td>1.25820720</td><td> 0.9412134290</td><td> 0.69965726</td><td>-5.388529778</td><td>-3.2256734</td><td>-2.76999998</td><td>        NA</td><td>   NA</td><td>NA</td></tr>
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-	<tr><td>   NA</td><td>   NA</td><td>  NA</td><td>        NA</td><td>-0.064553842</td><td> 0.28961024</td><td> 0.1855113804</td><td>-0.09331908</td><td>-0.28049749</td><td>-0.45346436</td><td>⋯</td><td>2.2600000</td><td>3.00000000</td><td>-0.0399999619</td><td> 1.77955723</td><td> 2.390084028</td><td> 1.3966146</td><td>         NA</td><td>        NA</td><td>   NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>  NA</td><td>        NA</td><td> 0.014955498</td><td> 0.37070805</td><td> 0.2341449112</td><td>-0.03662325</td><td>-0.17936961</td><td>-0.21100482</td><td>⋯</td><td>2.3000000</td><td>2.85999990</td><td> 2.6600768566</td><td> 4.73088789</td><td> 3.017217636</td><td> 0.2097187</td><td> 1.55999994</td><td>        NA</td><td>   NA</td><td>NA</td></tr>
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-	<tr><td>   NA</td><td>   NA</td><td>  NA</td><td>        NA</td><td> 0.250222027</td><td> 0.62426901</td><td> 0.4832903743</td><td> 0.44083375</td><td> 0.49659431</td><td> 0.56856495</td><td>⋯</td><td>3.6400001</td><td>4.28217030</td><td> 6.2233800888</td><td> 5.96999979</td><td> 6.269999981</td><td> 1.8399289</td><td>-6.21999979</td><td>        NA</td><td>   NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>  NA</td><td>        NA</td><td> 0.136668548</td><td> 0.56714785</td><td> 0.4752582014</td><td> 0.51889729</td><td> 0.57429111</td><td> 0.62632006</td><td>⋯</td><td>3.6535807</td><td>2.14575386</td><td> 5.9827761650</td><td>         NA</td><td>          NA</td><td> 4.1399999</td><td>-1.72000003</td><td>-2.1800001</td><td>   NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>  NA</td><td>        NA</td><td> 0.097286239</td><td> 0.47690770</td><td> 0.4453872740</td><td> 0.56508142</td><td> 0.55497044</td><td> 0.49322265</td><td>⋯</td><td>1.9782990</td><td>3.54007483</td><td> 3.8028151989</td><td>         NA</td><td> 3.039999962</td><td> 1.4100000</td><td>-0.11851262</td><td>-2.1099999</td><td>   NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>  NA</td><td>        NA</td><td> 0.009490349</td><td> 0.41094211</td><td> 0.4368603826</td><td> 0.58647507</td><td> 0.48691010</td><td> 0.35713318</td><td>⋯</td><td>3.0759089</td><td>4.80000353</td><td> 3.9606328011</td><td> 3.91000009</td><td> 3.099999905</td><td>-0.6500000</td><td>-2.15000010</td><td>        NA</td><td>   NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>  NA</td><td> 0.4600000</td><td>-0.044147618</td><td> 0.40844291</td><td> 0.5009096265</td><td> 0.52736115</td><td> 0.55674899</td><td> 0.44166863</td><td>⋯</td><td>2.8152328</td><td>4.57000017</td><td> 4.1282920837</td><td> 3.25530601</td><td>          NA</td><td> 0.3736914</td><td>         NA</td><td>        NA</td><td>   NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>  NA</td><td> 1.6100000</td><td>-0.044302195</td><td> 0.33518147</td><td> 0.4985094666</td><td> 0.48975295</td><td> 0.35365939</td><td> 1.24740696</td><td>⋯</td><td>1.2059940</td><td>3.00945592</td><td> 2.3990960121</td><td> 1.93532622</td><td> 0.680000007</td><td>-4.4299998</td><td>-0.89999998</td><td>-1.6400000</td><td>   NA</td><td>NA</td></tr>
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-	<tr><td>   NA</td><td>   NA</td><td>2.78</td><td>        NA</td><td>          NA</td><td> 0.05853839</td><td> 0.4594276845</td><td> 0.36315942</td><td>-0.17322914</td><td>-0.20791532</td><td>⋯</td><td>1.9392450</td><td>0.25425702</td><td> 0.4623103738</td><td> 1.67879176</td><td> 1.897409081</td><td>        NA</td><td> 1.22000003</td><td>        NA</td><td>   NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>  NA</td><td>        NA</td><td>          NA</td><td>-0.51736933</td><td> 0.4211530983</td><td> 0.29534271</td><td>-0.42727485</td><td>-0.55569929</td><td>⋯</td><td>1.2038542</td><td>0.28530520</td><td> 0.8195887208</td><td> 1.55946314</td><td> 1.503227830</td><td> 1.0871487</td><td>-0.12800276</td><td>        NA</td><td>   NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>  NA</td><td>        NA</td><td>          NA</td><td>-0.42621243</td><td> 0.3630766273</td><td> 0.41877541</td><td>-0.13659766</td><td>-0.30312842</td><td>⋯</td><td>0.8046693</td><td>0.69055551</td><td> 1.0235382318</td><td> 1.11682236</td><td>-0.628074944</td><td>-1.5977148</td><td>-1.20875096</td><td>        NA</td><td>   NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>  NA</td><td>        NA</td><td>          NA</td><td>-0.16678715</td><td> 0.2627283633</td><td> 0.57024199</td><td> 0.33911827</td><td> 0.14897911</td><td>⋯</td><td>0.7098715</td><td>0.91861933</td><td> 0.8771149516</td><td> 0.85675263</td><td> 0.784333229</td><td> 0.5525564</td><td> 0.04455871</td><td>        NA</td><td>   NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>  NA</td><td>        NA</td><td>-0.194812909</td><td>-0.22618596</td><td> 0.1277418733</td><td> 0.42979327</td><td> 0.35964090</td><td> 0.31177506</td><td>⋯</td><td>0.7069281</td><td>0.64331269</td><td> 0.4695768356</td><td> 0.56522942</td><td> 0.747213602</td><td> 1.0081477</td><td> 0.47750920</td><td>        NA</td><td>   NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>1.57</td><td>        NA</td><td>-0.130373791</td><td>-0.22180483</td><td> 0.0003080616</td><td> 0.35777867</td><td> 0.40363389</td><td> 0.33334056</td><td>⋯</td><td>0.7366806</td><td>0.14018732</td><td> 0.0000656803</td><td> 0.26645169</td><td> 0.239929050</td><td>        NA</td><td> 0.46911913</td><td>        NA</td><td>   NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>0.94</td><td>        NA</td><td>-0.153345466</td><td>-0.22729057</td><td>-0.0965210348</td><td> 0.38904455</td><td> 0.59542358</td><td> 0.43189961</td><td>⋯</td><td>0.7664551</td><td>0.03444019</td><td>-0.2368861586</td><td>-0.01529107</td><td> 0.045474380</td><td>        NA</td><td> 0.44222745</td><td>        NA</td><td>   NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>  NA</td><td>        NA</td><td>-0.158705324</td><td>-0.23096702</td><td>-0.1192000657</td><td> 0.35051736</td><td> 0.65484744</td><td> 0.51323599</td><td>⋯</td><td>0.7715414</td><td>0.12901822</td><td>-0.0952277705</td><td>-0.05363240</td><td> 0.078593031</td><td> 0.1726537</td><td> 5.59999990</td><td>        NA</td><td>   NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>  NA</td><td>        NA</td><td>-0.120913103</td><td>-0.20881623</td><td>-0.0960118026</td><td> 0.30507845</td><td> 0.58462906</td><td> 0.47204792</td><td>⋯</td><td>0.7475851</td><td>0.26955667</td><td>-0.0668849200</td><td>-0.20265251</td><td>-0.004614398</td><td> 0.5638793</td><td>         NA</td><td> 2.9200001</td><td>-0.25</td><td>NA</td></tr>
-	<tr><td>   NA</td><td> 0.47</td><td>  NA</td><td>        NA</td><td>-0.149685591</td><td>-0.19056554</td><td>-0.0408856384</td><td> 0.30412224</td><td> 0.44861937</td><td> 0.25704691</td><td>⋯</td><td>0.5928607</td><td>0.39582220</td><td> 0.2603332698</td><td>-0.14342251</td><td> 0.102634087</td><td> 0.4348391</td><td> 0.84614593</td><td>        NA</td><td>   NA</td><td>NA</td></tr>
-	<tr><td>   NA</td><td>   NA</td><td>  NA</td><td> 0.8000000</td><td>-0.259972930</td><td>-0.20408601</td><td>-0.0251651946</td><td> 0.26172209</td><td> 0.35818422</td><td> 0.23227650</td><td>⋯</td><td>0.7917297</td><td>0.61566544</td><td> 0.8431401253</td><td> 0.48186198</td><td> 0.462726474</td><td> 0.6100513</td><td> 0.92998093</td><td>        NA</td><td>   NA</td><td>NA</td></tr>
-	<tr><td>-2.64</td><td>   NA</td><td>0.97</td><td> 0.2700000</td><td>-0.361352175</td><td>-0.23032261</td><td>-0.0848020315</td><td> 0.20081067</td><td> 0.32587203</td><td> 0.11305467</td><td>⋯</td><td>1.0220841</td><td>1.14713442</td><td> 1.6009719372</td><td> 0.96171165</td><td> 0.840205550</td><td> 0.7000809</td><td> 0.71420395</td><td> 0.6590008</td><td>   NA</td><td>NA</td></tr>
-</tbody>
-</table>
-</div></div>
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>       [,1]  [,2]  [,3]       [,4]         [,5]         [,6]          [,7]
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+ [2,]    NA    NA    NA         NA -0.513699830 -0.280149400 -0.1605455577
+ [3,]    NA    NA    NA  0.3000000 -0.426729143 -0.275595844 -0.1837482005
+ [4,]    NA    NA    NA         NA -0.272711098 -0.233452842 -0.1684388518
+ [5,]    NA    NA    NA         NA -0.180816099 -0.169976503 -0.1139785573
+ [6,]    NA    NA    NA         NA -0.104851246 -0.083154038 -0.0783889070
+ [7,]    NA    NA    NA         NA -0.203997135 -0.037347343 -0.0506733395
+ [8,]    NA    NA  2.24         NA  0.409999996  0.049840331 -0.0306473132
+ [9,]    NA    NA    NA  1.8500000           NA  0.096186161 -0.0211993735
+[10,]    NA    NA    NA         NA  0.079999998  0.093276709  0.0013234944
+[11,]    NA    NA    NA         NA           NA  0.101126052  0.0235306304
+[12,]    NA    NA    NA         NA           NA  0.155259356  0.0395162962
+[13,]    NA    NA    NA         NA  0.119999997  0.171334237  0.0203520600
+[14,]    NA    NA    NA  0.5100000 -0.104527146  0.128757924  0.0104379570
+[15,]    NA    NA    NA         NA           NA  0.124644697  0.0365039408
+[16,]    NA -2.74 -6.49         NA  0.236679688  0.187824458  0.1331201047
+[17,]    NA    NA    NA         NA           NA  0.180062488  0.2058058232
+[18,] -3.23    NA    NA         NA           NA  0.215910211  0.2973054647
+[19,]    NA    NA    NA         NA  1.409999967  0.240580171  0.3894828260
+[20,]    NA    NA    NA         NA           NA  0.082227424  0.4629330933
+[21,]    NA    NA    NA         NA           NA  0.226112500  0.5102753639
+[22,]    NA    NA  1.25         NA           NA  0.265405893  0.5804446936
+[23,]    NA    NA    NA         NA  1.440000057  0.237496033  0.5803967118
+[24,]    NA    NA    NA         NA           NA  0.180754602  0.5484153628
+[25,]    NA    NA  2.81         NA           NA  0.163774148  0.5234251022
+[26,]    NA    NA    NA         NA           NA  0.157458574  0.3935167789
+[27,]    NA    NA    NA         NA           NA  0.095945984  0.2098594159
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+[34,]    NA    NA -0.58  0.1300000           NA  0.310703635  0.4943471551
+[35,]    NA -0.93 -1.00 -0.3240978 -0.086595476  0.388258994  0.5556695461
+[36,]    NA    NA    NA -0.4228584 -0.017689690  0.430390894  0.6606828570
+[37,]    NA    NA  0.77 -0.5462171 -0.046349645  0.368790984  0.6519351006
+[38,]    NA -2.27    NA         NA -0.166273639  0.283509195  0.6805329919
+[39,]    NA    NA    NA         NA -0.255748212  0.227312058  0.7267927527
+[40,]    NA    NA    NA         NA -0.316604376  0.227154329  0.7881605625
+[41,]    NA    NA    NA         NA -0.428251624  0.125925034  0.7463874221
+[42,]    NA    NA    NA -0.5216664 -0.473134458  0.074140377  0.6708905101
+[43,]    NA -1.28    NA -0.4698156 -0.484841824  0.091540828  0.6440986395
+[44,]    NA    NA    NA -0.3934032 -0.431364000  0.147565603  0.5137752891
+[45,]    NA -2.87    NA         NA -0.414644599  0.164112881  0.3302588761
+[46,]    NA    NA    NA         NA -0.280095577  0.171871841  0.1874384582
+[47,]    NA    NA    NA         NA -0.268713385  0.122227773  0.0106154578
+[48,]    NA -0.92    NA         NA -0.197808459  0.115622438 -0.0397457480
+[49,]    NA -0.03    NA -0.5619973 -0.124478303  0.222031355  0.1132662669
+[50,]    NA    NA    NA         NA -0.064553842  0.289610237  0.1855113804
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+[52,]    NA    NA    NA -0.4620867  0.151447281  0.497560233  0.3641515374
+[53,]    NA    NA    NA         NA  0.220768183  0.607372582  0.4621249437
+[54,]    NA    NA    NA         NA  0.250222027  0.624269009  0.4832903743
+[55,]    NA    NA    NA         NA  0.136668548  0.567147851  0.4752582014
+[56,]    NA    NA    NA         NA  0.097286239  0.476907700  0.4453872740
+[57,]    NA    NA    NA         NA  0.009490349  0.410942107  0.4368603826
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+[29,] 0.57515615 0.2966316  0.293312699  0.68468553  1.174593449  1.235689759
+[30,] 0.58063889 0.4006469  0.343327790  0.56859648  0.936226428  1.075411677
+[31,] 0.59662646 0.5289031  0.446988106  0.42446440  0.610929191  0.832262814
+[32,] 0.68592554 0.6159354  0.463091254  0.22127475  0.325931519  0.750047147
+[33,] 0.83504343 0.6506658  0.463729084  0.14943776  0.133750618  0.767634690
+[34,] 0.99970990 0.6354865  0.446587145  0.21238497  0.026218504  0.585577726
+[35,] 1.09062183 0.6970390  0.509854555  0.36386570  0.110908687  0.400150746
+[36,] 1.16908538 0.7049733  0.577010810  0.53414613  0.324004382  0.407077134
+[37,] 1.23083913 0.7116318  0.592995524  0.65060389  0.546418488  0.595464528
+[38,] 1.22373509 0.7713168  0.615710855  0.73468685  0.765228629  0.768548727
+[39,] 1.13882184 0.8022364  0.625131786  0.69109273  0.864861608  1.059870720
+[40,] 1.01977563 0.7667880  0.621918142  0.68163574  0.855081797  1.186987996
+[41,] 0.91769826 0.7666348  0.651691735  0.69966066  0.831201613  1.091157794
+[42,] 0.80426192 0.7722150  0.678101420  0.69877928  0.781942904  0.863964915
+[43,] 0.67596573 0.6909123  0.604798853  0.62948364  0.639875352  0.555703461
+[44,] 0.56620783 0.6470531  0.603423953  0.59553230  0.427576780  0.208982155
+[45,] 0.47460106 0.6411966  0.634554267  0.62994397  0.361779422 -0.006406341
+[46,] 0.37889054 0.6078700  0.665385962  0.74897462  0.401562542 -0.063649178
+[47,] 0.27848724 0.5545450  0.632981300  0.68760544  0.414080948  0.043873254
+[48,] 0.17731041 0.4540436  0.463644564  0.42374066  0.406670898  0.282376200
+[49,] 0.12268028 0.3949923  0.382835180  0.41510722  0.495084286  0.276071697
+[50,] 0.03283470 0.3451793  0.438049763  0.66950488  0.637161970 -0.180669725
+[51,] 0.05165626 0.3116293  0.500100553  0.94963437  0.896406770  1.164117575
+[52,] 0.13488472 0.4345928  0.667119503  1.15876818  1.070150495  2.010860205
+[53,] 0.11621864 0.5848572  0.762254596  0.97136426  1.783120155  2.231110334
+[54,] 0.08262123 0.7382221  0.997487664  1.32725978  1.031247377  0.755357027
+[55,] 0.09821129 0.7485154  1.054499745  1.07740223  0.841094315  0.449043095
+[56,] 0.50542337 0.8692914  0.957900584  0.82912076  0.708805144  0.542211175
+[57,] 1.37965763 1.0080609  0.969719470  0.88994741  0.721632659  0.708789289
+[58,] 1.19615901 1.0297537  0.960841358  0.89741218  0.826408565  0.631070793
+[59,] 1.07086849 1.0144863  0.903637290  0.97842324  0.928198695  0.676767945
+[60,] 1.24583733 1.1953810  0.911223650  0.93467486  0.998606324  0.847550273
+[61,] 1.41298628 0.9621207  0.813920856  0.84881610  0.914697230  0.718773007
+[62,] 1.18299770 0.5994929  0.469365090  0.65094656  0.809077263  0.676028430
+[63,] 0.71883184 0.4333444  0.195867077  0.42577198  0.730824649  0.853477001
+[64,] 0.68691200 0.3623990 -0.015636394  0.18956144  0.591947019  0.915335715
+[65,] 0.72731227 0.4158083 -0.107841201 -0.01374076  0.403834194  0.839646578
+[66,] 0.90112472 0.5826739 -0.013796191 -0.11348174  0.295022994  0.824952245
+[67,] 1.19334316 0.8284200  0.178672910 -0.13232698  0.174361214  0.818771958
+[68,] 1.49679935 1.2022470  0.497239858 -0.10777999 -0.029357933  0.624020219
+[69,] 1.61283839 1.5642380  1.055463433  0.21131930  0.048221983  0.335989863
+[70,] 1.57315385 1.4245936  0.276814938  0.73106533  0.592995107  0.360789478
+[71,] 1.54041195 0.7797768  0.001919806  0.89729440  0.223942414 -0.144203812
+[72,] 1.68834507 1.2903758  0.248624519  0.30737469  0.278514117  0.079511926
+            [,25]       [,26]     [,27]       [,28]         [,29]       [,30]
+ [1,]  0.20812635  0.46125451 0.9572873  2.72774625  1.7950670719  1.06006455
+ [2,]  1.07418275  0.73726118 0.7803320  2.87999964  2.6557416916  2.02476764
+ [3,]  0.87181914  0.72316849 1.1051872  2.70002604  3.3167965412  3.31390905
+ [4,]  0.75331980  0.84322554 1.1962049  1.58033037  4.0793676376  2.47897267
+ [5,]  0.55180287  0.97025394 1.5916607  0.66605711  5.4406161308  2.84653473
+ [6,]  0.83467793  0.84588861 1.3523049  3.22964549  6.0826406479  6.55138826
+ [7,]  0.80821580  0.77336788 1.2378309  3.45962048  6.6880950928  8.17720795
+ [8,]  0.34820479  1.54633522 1.0983480  3.61452627  7.0068683624  8.32008648
+ [9,]  0.37349981  0.99116683 1.8151871  5.71942425  7.4898004532  8.24205971
+[10,]  1.51049721  1.56975186 2.0461519  5.58225775  7.7215633392  8.36886501
+[11,]  1.06123173  1.29994035 2.3329496  5.25661564  7.8729910851  8.24462032
+[12,]  0.51493716  2.28240371 4.3591695  5.32420015  7.1568078995  7.20015287
+[13,]  0.05223122  0.79217297 3.5030200  6.03813267  6.8401150703  6.38878727
+[14,] -1.31828833  0.68153059 1.9361970  4.48101759  6.1708536148  5.78541756
+[15,] -0.81500518  0.10575998 1.8712949  3.40522385  6.3024625778  5.92709970
+[16,] -0.84541422  1.43417537 2.1469994  3.84648919  5.9168434143  6.38514996
+[17,] -0.74297261  0.86860263 2.6520324  3.86274314  4.6813697815  6.71497154
+[18,] -0.29816258  0.44753808 1.5729918  3.14217877  3.0562305450  6.27120495
+[19,] -0.67406595  0.75850528 1.1721898  1.98925173  4.0835843086  7.72749043
+[20,]  0.37310994  0.85184932 1.4139801  1.80275881  2.7455487251  7.48599434
+[21,]  1.73696184  1.83063090 2.4283347  1.59855378  2.6205778122  5.83975506
+[22,]  1.81946182  1.80387878 2.6909816  3.23652029  1.6603224277  6.37670946
+[23,]  1.47358108  1.69553328 1.9244378  1.90295243  2.7247633934  8.65046692
+[24,]  1.91283369  2.20733619 2.4785178  3.54159641  3.0992870331  6.41274595
+[25,]  0.51333749  0.73782527 2.8302016  3.04013538  3.1498570442  5.75153399
+[26,]  1.46404541  2.73479009 3.3748968  2.88770247  3.3246660233  8.03330135
+[27,]  1.56461966  2.55317974 2.9328752  4.04913330  3.6707155704  5.64244795
+[28,]  1.44516909  2.19051933 1.2883152  2.40707588  3.1166429520  3.30659676
+[29,]  1.32316852  2.32872081 1.0367877  1.15999997  2.3199999332  1.50999999
+[30,]  1.24221706  2.25567961 0.8417667 -1.35279286 -1.4771249294 -0.91543794
+[31,]  1.31830096  1.73097193 0.8924602 -0.43155059 -0.6548289657 -0.21768577
+[32,]  1.38867164  1.77000391 1.1683831 -0.38377807  0.2044098675  1.72113359
+[33,]  1.36919808  1.93529212 1.2911916 -0.33675370 -0.5455456972  1.49484003
+[34,]  1.21905863  1.71372020 0.8946947 -0.30795795 -0.0214222167  1.18515241
+[35,]  0.90948516  1.31007147 0.5961310 -0.18224615  0.2765748501  1.17576826
+[36,]  0.75955498  0.78876406 0.4173487 -0.11287133  0.3396298587  0.99494827
+[37,]  0.82772648  0.83364522 0.3675760 -0.19779043  0.3147258759  0.81284636
+[38,]  1.05637038  1.02197754 0.4058656 -0.14032710  0.0217873640  0.44113401
+[39,]  1.36237669  1.33078861 0.4781680  0.01626984  0.0424558409  0.03731014
+[40,]  1.56401682  1.49396622 0.6682640  0.26846755  0.1855170727 -0.50189900
+[41,]  1.40087295  1.38906205 0.9386736  0.61580116  0.3781881034 -1.31592834
+[42,]  1.04134274  1.16950345 1.1061031  0.93615198  0.5202510357 -0.22719032
+[43,]  0.54866648  0.93360823 1.2319669  1.09131396  0.6522085071  0.52465075
+[44,] -0.06728780  0.38071358 1.1222075  1.25820720  0.9412134290  0.69965726
+[45,] -0.42587417 -0.19351403 0.7796755  1.34756613  1.1005250216  0.42685211
+[46,] -0.46121010 -0.33429497 0.4036115  0.90187240  0.6559444666 -0.16429505
+[47,] -0.22685505 -0.07834252 0.2344677  0.44264463  0.1042358428 -1.29303682
+[48,]  0.27964991  0.61301130 0.9099060  1.16355646  1.2394207716 -1.14657307
+[49,]  0.53528661  1.53999996 2.4100001  2.74000001  0.4900098443 -0.49499625
+[50,]  0.71580446  1.45000005 2.2600000  3.00000000 -0.0399999619  1.77955723
+[51,]  1.30999994  0.92000002 2.3000000  2.85999990  2.6600768566  4.73088789
+[52,]  2.48000002  2.60999990 3.0300000  2.63000011  4.0700082779  4.46887016
+[53,]  3.14000010  3.07999992 2.1300001  3.33999991  5.2585630417  5.04434347
+[54,]  2.81999993  3.17000008 3.6400001  4.28217030  6.2233800888  5.96999979
+[55,]  2.34297180  4.00000000 3.6535807  2.14575386  5.9827761650          NA
+[56,]  2.68914080  3.79999995 1.9782990  3.54007483  3.8028151989          NA
+[57,]  1.21693385  2.39751840 3.0759089  4.80000353  3.9606328011  3.91000009
+[58,]  1.04139268  1.28196239 2.8152328  4.57000017  4.1282920837  3.25530601
+[59,]  0.99475133  1.67579770 1.2059940  3.00945592  2.3990960121  1.93532622
+[60,]  0.95470423  2.20584440 1.8385988  0.07792632  1.3569607735  1.65999997
+[61,]  0.60267037  1.72289073 1.9392450  0.25425702  0.4623103738  1.67879176
+[62,]  0.44524220  1.10765731 1.2038542  0.28530520  0.8195887208  1.55946314
+[63,]  0.61398196  0.74427229 0.8046693  0.69055551  1.0235382318  1.11682236
+[64,]  0.82209742  0.58265489 0.7098715  0.91861933  0.8771149516  0.85675263
+[65,]  1.00909960  0.80978596 0.7069281  0.64331269  0.4695768356  0.56522942
+[66,]  1.14370942  1.12184429 0.7366806  0.14018732  0.0000656803  0.26645169
+[67,]  1.13588750  1.25515068 0.7664551  0.03444019 -0.2368861586 -0.01529107
+[68,]  1.11671793  1.21767020 0.7715414  0.12901822 -0.0952277705 -0.05363240
+[69,]  0.83741391  1.03092551 0.7475851  0.26955667 -0.0668849200 -0.20265251
+[70,]  0.53479588  0.71511620 0.5928607  0.39582220  0.2603332698 -0.14342251
+[71,]  0.27685723  0.64660847 0.7917297  0.61566544  0.8431401253  0.48186198
+[72,] -0.35301936  0.38011593 1.0220841  1.14713442  1.6009719372  0.96171165
+             [,31]        [,32]       [,33]      [,34] [,35] [,36]
+ [1,]  0.924472451  0.901413739  0.79114795  1.0034733    NA    NA
+ [2,]  2.496835709  0.878529668  0.68432081  0.8648409    NA    NA
+ [3,]  6.527970314  1.357819557  0.73103583  0.5478907    NA    NA
+ [4,]  5.161522865  4.826246738  0.86321545 -0.7200000    NA    NA
+ [5,]  3.729401112  4.428432941  0.84539741         NA    NA    NA
+ [6,]  7.189757824  3.872640371  0.78723717 -0.9600000    NA    NA
+ [7,]  7.927836895  3.297797918  0.72495419         NA    NA    NA
+ [8,]  7.695776939  2.810969353  0.24709199         NA    NA    NA
+ [9,]  7.544514656  1.702046871  0.39232808         NA    NA    NA
+[10,]  7.551249981  2.840023041  0.44359466         NA    NA    NA
+[11,]  6.987037659  4.032630920  0.89864761         NA    NA    NA
+[12,]  6.723497391  4.168582439          NA         NA  5.44    NA
+[13,]  6.932791710  4.684739113          NA         NA    NA    NA
+[14,]  5.965318203  4.766786575          NA         NA    NA    NA
+[15,]  6.374135017  3.730565071  5.44999981         NA    NA    NA
+[16,]  6.473870277  5.140623093          NA  2.2100000    NA    NA
+[17,]  7.643190384  8.325294495  2.46450543         NA    NA    NA
+[18,]  8.881181717  8.233824730  4.27429914  2.9200001    NA    NA
+[19,]  8.979969025  8.900437355  7.31495333  3.1400001    NA    NA
+[20,]  9.009973526 10.146947861  7.41590118         NA    NA    NA
+[21,] 10.706704140 10.549728394  7.07392311  1.8500000    NA    NA
+[22,] 11.368205070  9.817378998  6.78460312         NA    NA    NA
+[23,]  9.497527122  7.550381184  5.27641201         NA    NA    NA
+[24,]  9.110990524  7.136222363  3.93286681         NA    NA    NA
+[25,]  8.585512161  6.447008133  3.24458623         NA    NA    NA
+[26,]  7.539070606  4.663214207  2.34149551         NA    NA    NA
+[27,]  5.570903778  3.862676620          NA         NA    NA    NA
+[28,]  1.366397142  1.190155149 -0.20999999  1.8000000    NA    NA
+[29,] -0.662050128 -0.005278349          NA         NA    NA    NA
+[30,] -0.769294381 -0.279117882 -0.12000000         NA    NA    NA
+[31,]  1.707432032  1.006141901          NA         NA    NA    NA
+[32,]  0.208683506  0.608052433          NA         NA    NA    NA
+[33,]  0.746946812  1.828011394          NA         NA    NA    NA
+[34,]  1.689557433  0.450839043          NA         NA    NA    NA
+[35,]  0.998874545  0.360638738          NA         NA    NA    NA
+[36,]  1.325043678  1.944513083          NA         NA    NA    NA
+[37,]  1.260117769  0.560000002  1.99000001         NA    NA    NA
+[38,]           NA           NA          NA         NA    NA    NA
+[39,] -3.369999886  1.169999957          NA         NA    NA    NA
+[40,] -3.959043503 -1.918605208          NA         NA    NA    NA
+[41,] -7.212624550 -4.260302544 -0.31000000         NA    NA    NA
+[42,] -6.669754028 -5.065926552 -2.84999990         NA    NA    NA
+[43,] -5.436241150 -4.552106857 -3.09999990         NA    NA    NA
+[44,] -5.388529778 -3.225673437 -2.76999998         NA    NA    NA
+[45,] -3.570737123 -1.394218802          NA         NA    NA    NA
+[46,] -1.692900538 -0.373084664          NA         NA    NA    NA
+[47,] -1.633660436 -0.932744622  1.82000005         NA    NA    NA
+[48,] -1.999983311  1.055221796  1.53999996         NA    NA    NA
+[49,]  0.268961966  2.182614803  2.40000010  0.6700000    NA    NA
+[50,]  2.390084028  1.396614552          NA         NA    NA    NA
+[51,]  3.017217636  0.209718660  1.55999994         NA    NA    NA
+[52,]  3.263908625  1.981241226 -8.56999969  0.3200000    NA    NA
+[53,]  4.643915176  1.720025897          NA         NA    NA    NA
+[54,]  6.269999981  1.839928865 -6.21999979         NA    NA    NA
+[55,]           NA  4.139999866 -1.72000003 -2.1800001    NA    NA
+[56,]  3.039999962  1.409999967 -0.11851262 -2.1099999    NA    NA
+[57,]  3.099999905 -0.649999976 -2.15000010         NA    NA    NA
+[58,]           NA  0.373691350          NA         NA    NA    NA
+[59,]  0.680000007 -4.429999828 -0.89999998 -1.6400000    NA    NA
+[60,]           NA  0.330000013          NA         NA    NA    NA
+[61,]  1.897409081           NA  1.22000003         NA    NA    NA
+[62,]  1.503227830  1.087148666 -0.12800276         NA    NA    NA
+[63,] -0.628074944 -1.597714782 -1.20875096         NA    NA    NA
+[64,]  0.784333229  0.552556396  0.04455871         NA    NA    NA
+[65,]  0.747213602  1.008147717  0.47750920         NA    NA    NA
+[66,]  0.239929050           NA  0.46911913         NA    NA    NA
+[67,]  0.045474380           NA  0.44222745         NA    NA    NA
+[68,]  0.078593031  0.172653705  5.59999990         NA    NA    NA
+[69,] -0.004614398  0.563879251          NA  2.9200001 -0.25    NA
+[70,]  0.102634087  0.434839100  0.84614593         NA    NA    NA
+[71,]  0.462726474  0.610051274  0.92998093         NA    NA    NA
+[72,]  0.840205550  0.700080872  0.71420395  0.6590008    NA    NA
+</pre></div>
+</div>
+</div>
 </div>
 <p>If you don’t know the variable name, you can use the index instead.</p>
 <div class="cell docutils container">
diff --git a/_sources/01_opening_and_understanding.ipynb b/_sources/01_opening_and_understanding.ipynb
index 0e201b1..681ee1f 100644
--- a/_sources/01_opening_and_understanding.ipynb
+++ b/_sources/01_opening_and_understanding.ipynb
@@ -10,17 +10,57 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 11,
+   "id": "bb1fe7bc-01e3-4024-a139-a06d37e80159",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<a href='https://www.youtube.com/watch?v=Xer1XBm3sns'>Link to YouTube Video</a>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Replace \"VIDEO_ID_HERE\" with the actual ID of the YouTube video\n",
+    "video_id <- \"Xer1XBm3sns\"\n",
+    "\n",
+    "# Create the YouTube video URL\n",
+    "video_url <- paste0(\"https://www.youtube.com/watch?v=\", video_id)\n",
+    "\n",
+    "# Create a hyperlink to the YouTube video\n",
+    "video_link <- paste0(\"<a href='\", video_url, \"'>Link to YouTube Video</a>\")\n",
+    "\n",
+    "# Display the hyperlink\n",
+    "display_html(video_link)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
    "id": "3c586abf-ffa4-4908-924e-8550999f155e",
    "metadata": {
     "vscode": {
      "languageId": "r"
     }
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<iframe width=\"560\" height=\"315\" src=\"https://youtu.be/Xer1XBm3sns?si=GqPeXjDlu8RJD8Lb\" frameborder=\"0\" allowfullscreen></iframe>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
-    "#library(IRdisplay)\n",
-    "#display_html('<iframe width=\"560\" height=\"315\" src=\"https://www.youtube.com/embed/699jkjLJGyM\" frameborder=\"0\" allowfullscreen></iframe>')"
+    "library(IRdisplay)\n",
+    "display_html('<iframe width=\"560\" height=\"315\" src=\"https://youtu.be/Xer1XBm3sns?si=GqPeXjDlu8RJD8Lb\" frameborder=\"0\" allowfullscreen></iframe>')"
    ]
   },
   {
diff --git a/reports/01_opening_and_understanding.err.log b/reports/01_opening_and_understanding.err.log
new file mode 100644
index 0000000..84d3833
--- /dev/null
+++ b/reports/01_opening_and_understanding.err.log
@@ -0,0 +1,38 @@
+Traceback (most recent call last):
+  File "/home/lukem/anaconda3/lib/python3.11/site-packages/jupyter_cache/executors/utils.py", line 58, in single_nb_execution
+    executenb(
+  File "/home/lukem/anaconda3/lib/python3.11/site-packages/nbclient/client.py", line 1305, in execute
+    return NotebookClient(nb=nb, resources=resources, km=km, **kwargs).execute()
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/home/lukem/anaconda3/lib/python3.11/site-packages/jupyter_core/utils/__init__.py", line 173, in wrapped
+    return loop.run_until_complete(inner)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/home/lukem/anaconda3/lib/python3.11/asyncio/base_events.py", line 653, in run_until_complete
+    return future.result()
+           ^^^^^^^^^^^^^^^
+  File "/home/lukem/anaconda3/lib/python3.11/site-packages/nbclient/client.py", line 705, in async_execute
+    await self.async_execute_cell(
+  File "/home/lukem/anaconda3/lib/python3.11/site-packages/nbclient/client.py", line 1058, in async_execute_cell
+    await self._check_raise_for_error(cell, cell_index, exec_reply)
+  File "/home/lukem/anaconda3/lib/python3.11/site-packages/nbclient/client.py", line 914, in _check_raise_for_error
+    raise CellExecutionError.from_cell_and_msg(cell, exec_reply_content)
+nbclient.exceptions.CellExecutionError: An error occurred while executing the following cell:
+------------------
+# Replace "VIDEO_ID_HERE" with the actual ID of the YouTube video
+video_id <- "Xer1XBm3sns"
+
+# Create the YouTube video URL
+video_url <- paste0("https://www.youtube.com/watch?v=", video_id)
+
+# Create a hyperlink to the YouTube video
+video_link <- paste0("<a href='", video_url, "'>Link to YouTube Video</a>")
+
+# Display the hyperlink
+display_html(video_link)
+------------------
+
+
+Error in display_html(video_link): could not find function "display_html"
+Traceback:
+
+
diff --git a/searchindex.js b/searchindex.js
index fddd31d..034f84e 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
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