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palewire · Feb 13, 2017 · 02eec7b · 02eec7b
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diff --git a/docs/_build_html/.doctrees/environment.pickle b/docs/_build_html/.doctrees/environment.pickle
diff --git a/docs/_build_html/.doctrees/index.doctree b/docs/_build_html/.doctrees/index.doctree
diff --git a/docs/_build_html/_sources/index.rst.txt b/docs/_build_html/_sources/index.rst.txt
@@ -596,7 +596,7 @@ You've done it. Our brief interview is complete and you've answered the big ques
 Act 5: Hello science
 --------------------
 
-After all this, you might be thinking "Computer programming sounds great, but couldn't I have done it more efficiently in aExcel?"
+After all this, you might be thinking "Computer programming sounds great, but couldn't I have done it more efficiently in Excel?"
 
 Depending on how slick you are with a spreadsheet, the answer might be yes. With the exception of the ``pandas`` trick that merged the two files most of what we did could be achieved with filters and pivot tables taught in spreadsheet classes.
 

diff --git a/docs/_build_html/index.html b/docs/_build_html/index.html
@@ -521,7 +521,7 @@ <h2>Act 4: Hello analysis<a class="headerlink" href="#act-4-hello-analysis" titl
 </div>
 <div class="section" id="act-5-hello-science">
 <h2>Act 5: Hello science<a class="headerlink" href="#act-5-hello-science" title="Permalink to this headline">¶</a></h2>
-<p>After all this, you might be thinking &#8220;Computer programming sounds great, but couldn&#8217;t I have done it more efficiently in aExcel?&#8221;</p>
+<p>After all this, you might be thinking &#8220;Computer programming sounds great, but couldn&#8217;t I have done it more efficiently in Excel?&#8221;</p>
 <p>Depending on how slick you are with a spreadsheet, the answer might be yes. With the exception of the <code class="docutils literal"><span class="pre">pandas</span></code> trick that merged the two files most of what we did could be achieved with filters and pivot tables taught in spreadsheet classes.</p>
 <p>However, for all their flexibility, one of the great weaknesses of working with spreadsheets is that the numerous steps that go into conducting a complex analysis have to be repeated each time, by hand, whenever you want to replicate your work.</p>
 <p>For this reason, some scientific projects that aim for transparency and reproducibility are now requiring that each step in a data analysis be documented in a Jupyter Notebook.</p>

diff --git a/docs/_build_html/searchindex.js b/docs/_build_html/searchindex.js
diff --git a/docs/index.rst b/docs/index.rst
@@ -596,7 +596,7 @@ You've done it. Our brief interview is complete and you've answered the big ques
 Act 5: Hello science
 --------------------
 
-After all this, you might be thinking "Computer programming sounds great, but couldn't I have done it more efficiently in aExcel?"
+After all this, you might be thinking "Computer programming sounds great, but couldn't I have done it more efficiently in Excel?"
 
 Depending on how slick you are with a spreadsheet, the answer might be yes. With the exception of the ``pandas`` trick that merged the two files most of what we did could be achieved with filters and pivot tables taught in spreadsheet classes.