deploy: 6ea6992

Author: joelostblom

modules/module1/slides/module1_03.html

@@ -220,7 +220,7 @@ <h1 class="title">What is Pandas?</h1>
 </section>
 <section id="importing-pandas" class="slide level2">
 <h2>Importing pandas</h2>
-<div id="15e5640a" class="cell" data-execution_count="2">
+<div id="dc14622c" class="cell" data-execution_count="2">
 <div class="sourceCode cell-code" id="cb1"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb1-1"><a aria-hidden="true" tabindex="-1"></a><span class="im">import</span> pandas <span class="im">as</span> pd</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 <aside class="notes">
@@ -240,11 +240,11 @@ <h2>Importing pandas</h2>
 </section>
 <section id="reading-in-data" class="slide level2">
 <h2>Reading in Data</h2>
-<div id="024e7bf2" class="cell" data-execution_count="3">
+<div id="7975f0b5" class="cell" data-execution_count="3">
 <div class="sourceCode cell-code" id="cb2"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb2-1"><a aria-hidden="true" tabindex="-1"></a>candy <span class="op">=</span> pd.read_csv(<span class="st">'data/candybars.csv'</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 <p><br></p>
-<div id="4d03630c" class="cell" data-execution_count="5">
+<div id="167064e0" class="cell" data-execution_count="5">
 <div class="sourceCode cell-code" id="cb3"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb3-1"><a aria-hidden="true" tabindex="-1"></a>candy</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-display" data-execution_count="5">
 <div>
@@ -372,14 +372,14 @@ <h2>Reading in Data</h2>
 </section>
 <section class="slide level2">
 
-<div id="4ee2303c" class="cell" data-execution_count="6">
+<div id="60f56c30" class="cell" data-execution_count="6">
 <div class="sourceCode cell-code" id="cb4"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb4-1"><a aria-hidden="true" tabindex="-1"></a>candy.columns</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-display" data-execution_count="6">
 <pre><code>Index(['name', 'weight', 'chocolate', 'peanuts', 'caramel', 'available_canada_america'], dtype='object')</code></pre>
 </div>
 </div>
 <p><br></p>
-<div id="ecd58fb3" class="cell" data-execution_count="7">
+<div id="12e5c999" class="cell" data-execution_count="7">
 <div class="sourceCode cell-code" id="cb6"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb6-1"><a aria-hidden="true" tabindex="-1"></a>candy.shape</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-display" data-execution_count="7">
 <pre><code>(25, 6)</code></pre>
@@ -403,7 +403,7 @@ <h2>Reading in Data</h2>
 </section>
 <section class="slide level2">
 
-<div id="4291e1d1" class="cell" data-execution_count="8">
+<div id="3773635d" class="cell" data-execution_count="8">
 <div class="sourceCode cell-code" id="cb8"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb8-1"><a aria-hidden="true" tabindex="-1"></a>candy.head(<span class="dv">2</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-display" data-execution_count="8">
 <div>
@@ -459,7 +459,7 @@ <h2>Reading in Data</h2>
 </div>
 </div>
 <p><br></p>
-<div id="d880ad47" class="cell" data-execution_count="9">
+<div id="e614c289" class="cell" data-execution_count="9">
 <div class="sourceCode cell-code" id="cb9"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb9-1"><a aria-hidden="true" tabindex="-1"></a>candy.head()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-display" data-execution_count="9">
 <div>
@@ -593,11 +593,11 @@ <h3 id="functions">Functions</h3>
 </section>
 <section id="comments" class="slide level2">
 <h2>Comments</h2>
-<div id="41e86ad9" class="cell" data-execution_count="10">
+<div id="5d2dd990" class="cell" data-execution_count="10">
 <div class="sourceCode cell-code" id="cb10"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb10-1"><a aria-hidden="true" tabindex="-1"></a><span class="co"># This line does not execute anything. </span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 <p><br></p>
-<div id="e425eafd" class="cell" data-execution_count="11">
+<div id="fa0fa346" class="cell" data-execution_count="11">
 <div class="sourceCode cell-code" id="cb11"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb11-1"><a aria-hidden="true" tabindex="-1"></a>candy.shape  <span class="co"># This will output the shape of the dataframe</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 <aside class="notes">

modules/module1/slides/module1_07.html

@@ -202,7 +202,7 @@ <h1 class="title">Slicing with Pandas Using .loc[]</h1>
 </section>
 <section id="cereal-data" class="slide level2">
 <h2>Cereal Data</h2>
-<div id="370d4d90" class="cell" data-execution_count="2">
+<div id="172e9f8a" class="cell" data-execution_count="2">
 <div class="sourceCode cell-code" id="cb1"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb1-1"><a aria-hidden="true" tabindex="-1"></a><span class="im">import</span> pandas <span class="im">as</span> pd</span>
 <span id="cb1-2"><a aria-hidden="true" tabindex="-1"></a>  </span>
 <span id="cb1-3"><a aria-hidden="true" tabindex="-1"></a>cereal <span class="op">=</span> pd.read_csv(<span class="st">'data/cereal.csv'</span>)</span>
@@ -334,7 +334,7 @@ <h2>Cereal Data</h2>
 </section>
 <section class="slide level2">
 
-<div id="8b811f88" class="cell" data-execution_count="4">
+<div id="5a6c763e" class="cell" data-execution_count="4">
 <div class="sourceCode cell-code" id="cb2"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb2-1"><a aria-hidden="true" tabindex="-1"></a>cereal.head(<span class="dv">15</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-display" data-execution_count="4">
 <div>
@@ -573,7 +573,7 @@ <h2>Cereal Data</h2>
 </section>
 <section class="slide level2">
 
-<div id="e2addf59" class="cell" data-execution_count="5">
+<div id="7dd29352" class="cell" data-execution_count="5">
 <div class="cell-output cell-output-display" data-execution_count="5">
 <div>
 <style scoped="">
@@ -809,7 +809,7 @@ <h2>Cereal Data</h2>
 </section>
 <section class="slide level2">
 
-<div id="614f2213" class="cell" data-execution_count="6">
+<div id="2dec8b80" class="cell" data-execution_count="6">
 <div class="sourceCode cell-code" id="cb3"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb3-1"><a aria-hidden="true" tabindex="-1"></a>cereal.loc[<span class="dv">5</span>:<span class="dv">10</span>]</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-display" data-execution_count="6">
 <div>
@@ -939,7 +939,7 @@ <h2>Cereal Data</h2>
 </section>
 <section class="slide level2">
 
-<div id="5d0061f5" class="cell" data-execution_count="7">
+<div id="157b6f91" class="cell" data-execution_count="7">
 <div class="cell-output cell-output-display" data-execution_count="7">
 <div>
 <style scoped="">
@@ -1051,7 +1051,7 @@ <h2>Cereal Data</h2>
 </div>
 </div>
 </div>
-<div id="acf1c8c2" class="cell" data-execution_count="8">
+<div id="8e72753e" class="cell" data-execution_count="8">
 <div class="sourceCode cell-code" id="cb4"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb4-1"><a aria-hidden="true" tabindex="-1"></a>cereal.loc[<span class="dv">5</span>:<span class="dv">10</span>, <span class="st">'calories'</span>:<span class="st">'fiber'</span>]</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-display" data-execution_count="8">
 <div>
@@ -1159,7 +1159,7 @@ <h2>Cereal Data</h2>
 </section>
 <section class="slide level2">
 
-<div id="d8e51e13" class="cell" data-execution_count="9">
+<div id="3b4f7409" class="cell" data-execution_count="9">
 <div class="sourceCode cell-code" id="cb6"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb6-1"><a aria-hidden="true" tabindex="-1"></a>cereal.loc[:<span class="dv">6</span>]</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-display" data-execution_count="9">
 <div>
@@ -1285,7 +1285,7 @@ <h2>Cereal Data</h2>
 </div>
 </div>
 <p><br></p>
-<div id="e9ce35e3" class="cell" data-execution_count="10">
+<div id="02cbd860" class="cell" data-execution_count="10">
 <div class="sourceCode cell-code" id="cb7"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb7-1"><a aria-hidden="true" tabindex="-1"></a>cereal.loc[:<span class="dv">6</span>, <span class="st">'sugars'</span>:]</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-display" data-execution_count="10">
 <div>

modules/module1/slides/module1_11.html

@@ -202,7 +202,7 @@ <h1 class="title">Slicing Only Columns Using .loc[]</h1>
 </section>
 <section class="slide level2">
 
-<div id="709fdbc4" class="cell" data-execution_count="3">
+<div id="8c2a7207" class="cell" data-execution_count="3">
 <div class="sourceCode cell-code" id="cb1"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb1-1"><a aria-hidden="true" tabindex="-1"></a>cereal.loc[:, <span class="st">'calories'</span>:<span class="st">'fiber'</span>]</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-display" data-execution_count="3">
 <div>

modules/module1/slides/module1_13.html

@@ -202,7 +202,7 @@ <h1 class="title">Selecting Using .loc[]</h1>
 </section>
 <section id="unordered-indexing" class="slide level2">
 <h2>Unordered Indexing</h2>
-<div id="47941b78" class="cell" data-execution_count="3">
+<div id="2cc5874e" class="cell" data-execution_count="3">
 <div class="sourceCode cell-code" id="cb1"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb1-1"><a aria-hidden="true" tabindex="-1"></a>cereal</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-display" data-execution_count="3">
 <div>
@@ -344,7 +344,7 @@ <h2>Unordered Indexing</h2>
 </section>
 <section class="slide level2">
 
-<div id="5d0b6c14" class="cell" data-execution_count="4">
+<div id="1236686d" class="cell" data-execution_count="4">
 <div class="sourceCode cell-code" id="cb2"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb2-1"><a aria-hidden="true" tabindex="-1"></a>cereal.loc[[<span class="dv">13</span>,<span class="dv">73</span>,<span class="dv">75</span>], [<span class="st">'name'</span>, <span class="st">'type'</span>, <span class="st">'sugars'</span>, <span class="st">'rating'</span>]]</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-display" data-execution_count="4">
 <div>
@@ -401,7 +401,7 @@ <h2>Unordered Indexing</h2>
 </div>
 </div>
 <p><br></p>
-<div id="0a46203b" class="cell" data-execution_count="5">
+<div id="81d99bdd" class="cell" data-execution_count="5">
 <div class="sourceCode cell-code" id="cb3"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb3-1"><a aria-hidden="true" tabindex="-1"></a>cereal.loc[[<span class="dv">75</span>, <span class="dv">73</span>, <span class="dv">13</span>], [<span class="st">'name'</span>, <span class="st">'type'</span>, <span class="st">'rating'</span>, <span class="st">'sugars'</span>]]</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-display" data-execution_count="5">
 <div>

modules/module1/slides/module1_16.html

@@ -202,7 +202,7 @@ <h1 class="title">Obtaining Dataframe Values</h1>
 </section>
 <section class="slide level2">
 
-<div id="73e265c4" class="cell" data-execution_count="3">
+<div id="6f6d05fa" class="cell" data-execution_count="3">
 <div class="sourceCode cell-code" id="cb1"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb1-1"><a aria-hidden="true" tabindex="-1"></a>cereal.loc[[<span class="dv">63</span>]]</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-display" data-execution_count="3">
 <div>
@@ -256,7 +256,7 @@ <h1 class="title">Obtaining Dataframe Values</h1>
 </div>
 </div>
 <p><br></p>
-<div id="00e0c53b" class="cell" data-execution_count="4">
+<div id="02b97e29" class="cell" data-execution_count="4">
 <div class="sourceCode cell-code" id="cb2"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb2-1"><a aria-hidden="true" tabindex="-1"></a>cereal.loc[<span class="dv">63</span>, <span class="st">'calories'</span>]</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-display" data-execution_count="4">
 <pre><code>np.int64(80)</code></pre>
@@ -281,7 +281,7 @@ <h1 class="title">Obtaining Dataframe Values</h1>
 </section>
 <section class="slide level2">
 
-<div id="8b845251" class="cell" data-execution_count="5">
+<div id="0747a256" class="cell" data-execution_count="5">
 <div class="sourceCode cell-code" id="cb4"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb4-1"><a aria-hidden="true" tabindex="-1"></a>cereal.loc[[<span class="dv">66</span>]]</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-display" data-execution_count="5">
 <div>
@@ -335,7 +335,7 @@ <h1 class="title">Obtaining Dataframe Values</h1>
 </div>
 </div>
 <p><br></p>
-<div id="725f9647" class="cell" data-execution_count="6">
+<div id="e951c675" class="cell" data-execution_count="6">
 <div class="sourceCode cell-code" id="cb5"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb5-1"><a aria-hidden="true" tabindex="-1"></a>cereal.loc[<span class="dv">66</span>, <span class="st">'rating'</span>]</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-display" data-execution_count="6">
 <pre><code>np.float64(31.230054)</code></pre>

modules/module1/slides/module1_18.html

@@ -204,7 +204,7 @@ <h1 class="title">Selecting a Single Column</h1>
 
 <div class="sourceCode" id="cb1"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb1-1"><a aria-hidden="true" tabindex="-1"></a>df.loc[:, [<span class="st">'column name'</span>]]</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <p><br></p>
-<div id="5d336d96" class="cell" data-execution_count="3">
+<div id="ef26caba" class="cell" data-execution_count="3">
 <div class="sourceCode cell-code" id="cb2"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb2-1"><a aria-hidden="true" tabindex="-1"></a>cereal.loc[:, [<span class="st">'type'</span>]]</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-display" data-execution_count="3">
 <div>
@@ -287,7 +287,7 @@ <h1 class="title">Selecting a Single Column</h1>
 
 <div class="sourceCode" id="cb3"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb3-1"><a aria-hidden="true" tabindex="-1"></a>df[[<span class="st">'column name'</span>]]</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <p><br></p>
-<div id="44fc0849" class="cell" data-execution_count="4">
+<div id="f2bc536c" class="cell" data-execution_count="4">
 <div class="sourceCode cell-code" id="cb4"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb4-1"><a aria-hidden="true" tabindex="-1"></a>cereal[[<span class="st">'type'</span>]]</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-display" data-execution_count="4">
 <div>