Updated index

pdf/index_for_pdf.html

@@ -57,7 +57,7 @@ <h3 id="g">G</h3>
 <p><strong>games, <a href="#runsaterminalgamewhereyoucontrolanasteriskthatmustavoidnumbers">33</a>, <a href="#pygame">42</a>-<a href="#basicmariobrothersexample">43</a></strong><br>
 <strong>generators, <a href="#generator">4</a>, <a href="#comprehensions">11</a>, <a href="#iterator-1">17</a></strong><br>
 <strong>global keyword, <a href="#nonlocal">12</a></strong><br>
-<strong>gui, <a href="#guiapp">35</a></strong>  </p>
+<strong>gui app, <a href="#guiapp">35</a></strong>  </p>
 <h3 id="h">H</h3>
 <p><strong>hashable, <a href="#dataclass">15</a>, <a href="#hashable">16</a></strong><br>
 <strong>hexadecimal representation, <a href="#ints">7</a>, <a href="#binhex">8</a>, <a href="#encode-1">28</a></strong>  </p>
@@ -67,7 +67,7 @@ <h3 id="i">I</h3>
 <strong>inline, <a href="#otheruses">11</a>, <a href="#dataclass">15</a>, <a href="#inline-1">20</a></strong><br>
 <strong>input function, <a href="#input">22</a></strong><br>
 <strong>introspection,  <a href="#exceptionobject">21</a>, <a href="#introspection">31</a></strong><br>
-<strong>ints, <a href="#abstractbaseclasses">4</a>, <a href="#ints">7</a>, <a href="#random">8</a>, <a href="#encode-1">28</a></strong><br>
+<strong>ints, <a href="#abstractbaseclasses">4</a>, <a href="#ints">7</a>-<a href="#random">8</a>, <a href="#encode-1">28</a></strong><br>
 <strong>is operator, <a href="#comparable">16</a>, <a href="#operator">30</a></strong><br>
 <strong>iterable, <a href="#abstractbaseclasses">4</a>, <a href="#iterable">18</a>, <a href="#tableofrequiredandautomaticallyavailablespecialmethods">19</a></strong><br>
 <strong>iterator, <a href="#enumerate">3</a>-<a href="#generator">4</a>, <a href="#comprehensions">11</a>, <a href="#iterator-1">17</a></strong><br>
@@ -76,24 +76,24 @@ <h3 id="j">J</h3>
 <p><strong>json, <a href="#json">25</a>, <a href="#restrequest">36</a>, <a href="#dataframeencodedecode">46</a></strong>  </p>
 <h3 id="l">L</h3>
 <p><strong>lambda, <a href="#lambda">11</a></strong><br>
-<strong>lists, <a href="#list">1</a>-<a href="#list">2</a>, <a href="#abstractbaseclasses">4</a>, <a href="#otheruses">11</a>, <a href="#sequence">18</a>-<a href="#tableofrequiredandautomaticallyavailablespecialmethods">19</a>, <a href="#collectionsandtheirexceptions">21</a></strong><br>
+<strong>lists, <a href="#list">1</a>-<a href="#list">2</a>, <a href="#abstractbaseclasses">4</a>, <a href="#otheruses">11</a>, <a href="#sequence">18</a>-<a href="#abcsequence">19</a>, <a href="#collectionsandtheirexceptions">21</a></strong><br>
 <strong>locale module, <a href="#sortable">16</a></strong><br>
 <strong>logging, <a href="#logging">31</a></strong>  </p>
 <h3 id="m">M</h3>
 <p><strong>main function, <a href="#main">1</a>, <a href="#basicscripttemplate">49</a></strong><br>
 <strong>match statement, <a href="#matchstatement">30</a></strong><br>
-<strong>matplotlib library, <a href="#plot">34</a>, <a href="#series">44</a>, <a href="#dataframeencodedecode">46</a></strong><br>
+<strong>matplotlib library, <a href="#plot">34</a>, <a href="#pandas">44</a>, <a href="#dataframe">45</a></strong><br>
 <strong>map function, <a href="#mapfilterreduce">11</a>, <a href="#operator">30</a></strong><br>
 <strong>math module, <a href="#numbers">7</a></strong><br>
 <strong>memoryviews, <a href="#memoryview">29</a></strong><br>
 <strong>module, <a href="#imports">12</a></strong>  </p>
 <h3 id="n">N</h3>
-<p><strong>namedtuples, <a href="#namedtuple">3</a></strong><br>
+<p><strong>namedtuples, <a href="#namedtuple">3</a>, <a href="#example">6</a></strong><br>
 <strong>nonlocal keyword, <a href="#nonlocal">12</a></strong><br>
 <strong>numbers, <a href="#abstractbaseclasses">4</a>, <a href="#numbers-1">6</a>-<a href="#random">8</a></strong><br>
-<strong>numpy library, <a href="#numpy">37</a>-<a href="#indexing">38</a></strong>  </p>
+<strong>numpy library, <a href="#numpy">37</a>-<a href="#indexing">38</a>, <a href="#image">39</a>, <a href="#series">44</a></strong>  </p>
 <h3 id="o">O</h3>
-<p><strong>open function, <a href="#contextmanager">17</a>, <a href="#open">22</a>-<a href="#modes">23</a>, <a href="#readobjectfromjsonfile">25</a>, <a href="#readrowsfromcsvfile">26</a>, <a href="#readbytesfromfile">28</a></strong><br>
+<p><strong>open function, <a href="#contextmanager">17</a>, <a href="#open">22</a>-<a href="#modes">23</a>, <a href="#readcollectionfromjsonfile">25</a>, <a href="#readrowsfromcsvfile">26</a>, <a href="#readbytesfromfile">28</a></strong><br>
 <strong>operator module, <a href="#operator">30</a></strong><br>
 <strong>os commands, <a href="#paths">23</a>-<a href="#shellcommands">25</a>, <a href="#runsabasicfileexplorerintheconsole">34</a></strong>  </p>
 <h3 id="p">P</h3>
@@ -102,16 +102,16 @@ <h3 id="p">P</h3>
 <strong>paths, <a href="#paths">23</a>-<a href="#oscommands">24</a>, <a href="#runsabasicfileexplorerintheconsole">34</a></strong><br>
 <strong>pickle module, <a href="#pickle">25</a></strong><br>
 <strong>pillow library, <a href="#image">39</a>-<a href="#animation">40</a></strong><br>
-<strong>plotting, <a href="#plot">34</a>, <a href="#series">44</a>, <a href="#dataframeencodedecode">46</a>, <a href="#plotly">47</a>-<a href="#displaysamultiaxislinechartoftotalcoronaviruscasesandchangesinpricesofbitcoindowjonesandgold">48</a></strong><br>
+<strong>plotting, <a href="#plot">34</a>, <a href="#pandas">44</a>, <a href="#dataframe">45</a>, <a href="#plotly">47</a>-<a href="#displaysamultiaxislinechartoftotalcoronaviruscasesandchangesinpricesofbitcoindowjonesandgold">48</a></strong><br>
 <strong>print function, <a href="#class">14</a>, <a href="#print">22</a></strong><br>
 <strong>profiling, <a href="#profiling">36</a>-<a href="#profilingbyline">37</a></strong><br>
 <strong>progress bar, <a href="#progressbar">34</a></strong><br>
-<strong>property decorator, <a href="#property">15</a></strong><br>
+<strong>property decorator, <a href="#property">15</a>, <a href="#hashable">16</a></strong><br>
 <strong>pygame library, <a href="#pygame">42</a>-<a href="#basicmariobrothersexample">43</a></strong>  </p>
 <h3 id="q">Q</h3>
 <p><strong>queues, <a href="#deque">29</a>, <a href="#queue">32</a>, <a href="#runsaterminalgamewhereyoucontrolanasteriskthatmustavoidnumbers">33</a></strong>  </p>
 <h3 id="r">R</h3>
-<p><strong>random module, <a href="#random">8</a></strong><br>
+<p><strong>random module, <a href="#random">8</a>, <a href="#runsaterminalgamewhereyoucontrolanasteriskthatmustavoidnumbers">33</a>, <a href="#addsnoisetothewavfile">41</a></strong><br>
 <strong>ranges, <a href="#range">3</a>, <a href="#abstractbaseclasses">4</a></strong><br>
 <strong>recursion, <a href="#cache">13</a>, <a href="#builtinexceptions">21</a></strong><br>
 <strong>reduce function, <a href="#mapfilterreduce">11</a></strong><br>
@@ -138,10 +138,10 @@ <h3 id="t">T</h3>
 <strong>template, <a href="#format">6</a>, <a href="#dynamicrequest">36</a></strong><br>
 <strong>threading module, <a href="#threading">32</a>, <a href="#startstheappinitsownthreadandqueriesitsrestapi">36</a></strong><br>
 <strong>time module, <a href="#progressbar">34</a>, <a href="#profiling">36</a></strong><br>
-<strong>tuples, <a href="#tuple">3</a>, <a href="#abstractbaseclasses">4</a>, <a href="#otheruses">11</a>, <a href="#sequence">18</a>-<a href="#tableofrequiredandautomaticallyavailablespecialmethods">19</a></strong><br>
-<strong>type, <a href="#type">4</a></strong><br>
+<strong>tuples, <a href="#tuple">3</a>, <a href="#abstractbaseclasses">4</a>, <a href="#otheruses">11</a>, <a href="#sequence">18</a>-<a href="#abcsequence">19</a></strong><br>
+<strong>type, <a href="#type">4</a>, <a href="#ducktypes">16</a>, <a href="#matchstatement">30</a></strong><br>
 <strong>type annotations, <a href="#typeannotations">15</a>, <a href="#introspection">31</a></strong>  </p>
 <h3 id="w">W</h3>
 <p><strong>wave module, <a href="#audio">40</a>-<a href="#writefloatsamplestowavfile">41</a></strong><br>
-<strong>web, <a href="#webapp">36</a></strong>  </p> 
+<strong>web app, <a href="#webapp">36</a></strong>  </p>
 </div>

pdf/index_for_pdf_print.html

@@ -67,7 +67,7 @@ <h3 id="i">I</h3>
 <strong>inline, 11, 15, 20</strong><br>
 <strong>input function, 22</strong><br>
 <strong>introspection, 21, 31</strong><br>
-<strong>ints, 4, 7, 8, 28</strong><br>
+<strong>ints, 4, 7-8, 28</strong><br>
 <strong>is operator, 16, 30</strong><br>
 <strong>iterable, 4, 18, 19</strong><br>
 <strong>iterator, 3-4, 11, 17</strong><br>
@@ -82,16 +82,16 @@ <h3 id="l">L</h3>
 <h3 id="m">M</h3>
 <p><strong>main function, 1, 49</strong><br>
 <strong>match statement, 30</strong><br>
-<strong>matplotlib library, 34, 44, 46</strong><br>
+<strong>matplotlib library, 34, 44, 45</strong><br>
 <strong>map function, 11, 30</strong><br>
 <strong>math module, 7</strong><br>
 <strong>memoryviews, 29</strong><br>
 <strong>module, 12</strong>  </p>
 <h3 id="n">N</h3>
-<p><strong>namedtuples, 3</strong><br>
+<p><strong>namedtuples, 3, 6</strong><br>
 <strong>nonlocal keyword, 12</strong><br>
 <strong>numbers, 4, 6-8</strong><br>
-<strong>numpy library, 37-38</strong>  </p>
+<strong>numpy library, 37-38, 39, 44</strong>  </p>
 <h3 id="o">O</h3>
 <p><strong>open function, 17, 22-23, 25, 26, 28</strong><br>
 <strong>operator module, 30</strong><br>
@@ -102,16 +102,16 @@ <h3 id="p">P</h3>
 <strong>paths, 23-24, 34</strong><br>
 <strong>pickle module, 25</strong><br>
 <strong>pillow library, 39-40</strong><br>
-<strong>plotting, 34, 44, 46, 47-48</strong><br>
+<strong>plotting, 34, 44, 45, 47-48</strong><br>
 <strong>print function, 14, 22</strong><br>
 <strong>profiling, 36-37</strong><br>
 <strong>progress bar, 34</strong><br>
-<strong>property decorator, 15</strong><br>
+<strong>property decorator, 15, 16</strong><br>
 <strong>pygame library, 42-43</strong>  </p>
 <h3 id="q">Q</h3>
 <p><strong>queues, 29, 32, 33</strong>  </p>
 <h3 id="r">R</h3>
-<p><strong>random module, 8</strong><br>
+<p><strong>random module, 8, 33, 41</strong><br>
 <strong>ranges, 3, 4</strong><br>
 <strong>recursion, 13, 21</strong><br>
 <strong>reduce function, 11</strong><br>
@@ -139,7 +139,7 @@ <h3 id="t">T</h3>
 <strong>threading module, 32, 36</strong><br>
 <strong>time module, 34, 36</strong><br>
 <strong>tuples, 3, 4, 11, 18-19</strong><br>
-<strong>type, 4</strong><br>
+<strong>type, 4, 16, 30</strong><br>
 <strong>type annotations, 15, 31</strong>  </p>
 <h3 id="w">W</h3>
 <p><strong>wave module, 40-41</strong><br>