A ton more images

palewire · Feb 13, 2017 · 6ab458b · 6ab458b
1 parent d100b9d
commit 6ab458b
Show file tree

Hide file tree

Showing 65 changed files with 172 additions and 540 deletions.
diff --git a/First Python Notebook.ipynb b/First Python Notebook.ipynb
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/_images/committee_group.png b/docs/_build_html/_images/committee_group.png
diff --git a/docs/_build_html/_images/committee_group_df.png b/docs/_build_html/_images/committee_group_df.png
diff --git a/docs/_build_html/_images/committee_group_sort.png b/docs/_build_html/_images/committee_group_sort.png
diff --git a/docs/_build_html/_images/merged_amount.png b/docs/_build_html/_images/merged_amount.png
diff --git a/docs/_build_html/_images/merged_amount_sum.png b/docs/_build_html/_images/merged_amount_sum.png
diff --git a/docs/_build_html/_images/merged_position.png b/docs/_build_html/_images/merged_position.png
diff --git a/docs/_build_html/_images/merged_sort.png b/docs/_build_html/_images/merged_sort.png
diff --git a/docs/_build_html/_images/merged_sort_desc.png b/docs/_build_html/_images/merged_sort_desc.png
diff --git a/docs/_build_html/_images/merged_sort_head.png b/docs/_build_html/_images/merged_sort_head.png
diff --git a/docs/_build_html/_images/name_group.png b/docs/_build_html/_images/name_group.png
diff --git a/docs/_build_html/_images/name_position_group.png b/docs/_build_html/_images/name_position_group.png
diff --git a/docs/_build_html/_images/oppose_amount_sum.png b/docs/_build_html/_images/oppose_amount_sum.png
diff --git a/docs/_build_html/_images/oppose_len.png b/docs/_build_html/_images/oppose_len.png
diff --git a/docs/_build_html/_images/oppose_sort.png b/docs/_build_html/_images/oppose_sort.png
diff --git a/docs/_build_html/_images/support_amount_percent.png b/docs/_build_html/_images/support_amount_percent.png
diff --git a/docs/_build_html/_images/support_amount_sum.png b/docs/_build_html/_images/support_amount_sum.png
diff --git a/docs/_build_html/_images/support_filter.png b/docs/_build_html/_images/support_filter.png
diff --git a/docs/_build_html/_images/support_len.png b/docs/_build_html/_images/support_len.png
diff --git a/docs/_build_html/_images/support_sort.png b/docs/_build_html/_images/support_sort.png
diff --git a/docs/_build_html/_sources/index.rst.txt b/docs/_build_html/_sources/index.rst.txt
@@ -386,42 +386,56 @@ TK
 
     merged.sort_values("amount")
 
+.. image:: /_static/merged_sort.png
+
 TK
 
 .. code-block:: python
 
     merged.sort_values("amount", ascending=False)
 
+.. image:: /_static/merged_sort_desc.png
+
 TK
 
 .. code-block:: python
 
-    merged.sort_values("amount", ascending=False).head(10)
+    merged.sort_values("amount", ascending=False).head(5)
+
+.. image:: /_static/merged_sort_head.png
 
 TK
 
 .. code-block:: python
 
     merged.amount
 
+.. image:: /_static/merged_amount.png
+
 TK
 
 .. code-block:: python
 
     merged.amount.sum()
 
+.. image:: /_static/merged_amount_sum.png
+
 TK
 
 .. code-block:: python
 
     merged.committee_position
 
+.. image:: /_static/merged_position.png
+
 TK
 
 .. code-block:: python
 
     merged[merged.committee_position == 'SUPPORT']
 
+.. image:: /_static/support_filter.png
+
 TK
 
 .. code-block:: python
@@ -434,11 +448,15 @@ TK
 
     len(support)
 
+.. image:: /_static/support_len.png
+
 TK
 
 .. code-block:: python
 
-    support.sort_values("amount", ascending=False).head(10)
+    support.sort_values("amount", ascending=False).head(5)
+
+.. image:: /_static/support_sort.png
 
 TK
 
@@ -452,56 +470,83 @@ TK
 
     len(oppose)
 
+.. image:: /_static/oppose_len.png
+
 TK
 
 .. code-block:: python
 
     oppose.sort_values("amount", ascending=False).head(10)
 
+.. image:: /_static/oppose_sort.png
+
 TK
 
 .. code-block:: python
 
     oppose.amount.sum()
 
+.. image:: /_static/oppose_amount_sum.png
+
 TK
 
 .. code-block:: python
 
     support.amount.sum()
 
+.. image:: /_static/support_amount_sum.png
+
 TK
 
 .. code-block:: python
 
     support.amount.sum() / merged.amount.sum()
 
+.. image:: /_static/support_amount_percent.png
+
 TK
 
 .. code-block:: python
 
     merged.groupby("committee_name_x").amount.sum()
 
+.. image:: /_static/committee_group.png
+
 TK
 
 .. code-block:: python
 
     merged.groupby("committee_name_x").amount.sum().reset_index()
 
+.. image:: /_static/committee_group_df.png
+
+TK
+
+.. code-block:: python
+
+    merged.groupby("committee_name_x").amount.sum().reset_index().sort_values("amount", ascending=False)
+
+.. image:: /_static/committee_group_sort.png
+
 TK
 
 .. code-block:: python
 
     merged.groupby(["contributor_firstname", "contributor_lastname"]).amount.sum().reset_index().sort_values("amount", ascending=False)
 
+.. image:: /_static/name_group.png
+
 TK
 
 .. code-block:: python
 
     merged.groupby(["contributor_firstname", "contributor_lastname", "committee_position"]).amount.sum().reset_index().sort_values("amount", ascending=False)
 
+.. image:: /_static/name_position_group.png
+
 TK
 
+
 Act 5: Hello science
 --------------------
 

diff --git a/docs/_build_html/_static/committee_group.png b/docs/_build_html/_static/committee_group.png
diff --git a/docs/_build_html/_static/committee_group_df.png b/docs/_build_html/_static/committee_group_df.png
diff --git a/docs/_build_html/_static/committee_group_sort.png b/docs/_build_html/_static/committee_group_sort.png
diff --git a/docs/_build_html/_static/merged_amount.png b/docs/_build_html/_static/merged_amount.png
diff --git a/docs/_build_html/_static/merged_amount_sum.png b/docs/_build_html/_static/merged_amount_sum.png
diff --git a/docs/_build_html/_static/merged_position.png b/docs/_build_html/_static/merged_position.png
diff --git a/docs/_build_html/_static/merged_sort.png b/docs/_build_html/_static/merged_sort.png
diff --git a/docs/_build_html/_static/merged_sort_desc.png b/docs/_build_html/_static/merged_sort_desc.png
diff --git a/docs/_build_html/_static/merged_sort_head.png b/docs/_build_html/_static/merged_sort_head.png
diff --git a/docs/_build_html/_static/name_group.png b/docs/_build_html/_static/name_group.png
diff --git a/docs/_build_html/_static/name_position_group.png b/docs/_build_html/_static/name_position_group.png
diff --git a/docs/_build_html/_static/oppose_amount_sum.png b/docs/_build_html/_static/oppose_amount_sum.png
diff --git a/docs/_build_html/_static/oppose_len.png b/docs/_build_html/_static/oppose_len.png
diff --git a/docs/_build_html/_static/oppose_sort.png b/docs/_build_html/_static/oppose_sort.png
diff --git a/docs/_build_html/_static/support_amount_percent.png b/docs/_build_html/_static/support_amount_percent.png
diff --git a/docs/_build_html/_static/support_amount_sum.png b/docs/_build_html/_static/support_amount_sum.png
diff --git a/docs/_build_html/_static/support_filter.png b/docs/_build_html/_static/support_filter.png
diff --git a/docs/_build_html/_static/support_len.png b/docs/_build_html/_static/support_len.png
diff --git a/docs/_build_html/_static/support_sort.png b/docs/_build_html/_static/support_sort.png
diff --git a/docs/_build_html/_static/support_support.png b/docs/_build_html/_static/support_support.png
diff --git a/docs/_build_html/index.html b/docs/_build_html/index.html
@@ -387,30 +387,37 @@ <h2>Act 4: Hello analysis<a class="headerlink" href="#act-4-hello-analysis" titl
 <div class="highlight-python"><div class="highlight"><pre><span></span><span class="n">merged</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="s2">&quot;amount&quot;</span><span class="p">)</span>
 </pre></div>
 </div>
+<img alt="_images/merged_sort.png" src="_images/merged_sort.png" />
 <p>TK</p>
 <div class="highlight-python"><div class="highlight"><pre><span></span><span class="n">merged</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="s2">&quot;amount&quot;</span><span class="p">,</span> <span class="n">ascending</span><span class="o">=</span><span class="bp">False</span><span class="p">)</span>
 </pre></div>
 </div>
+<img alt="_images/merged_sort_desc.png" src="_images/merged_sort_desc.png" />
 <p>TK</p>
-<div class="highlight-python"><div class="highlight"><pre><span></span><span class="n">merged</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="s2">&quot;amount&quot;</span><span class="p">,</span> <span class="n">ascending</span><span class="o">=</span><span class="bp">False</span><span class="p">)</span><span class="o">.</span><span class="n">head</span><span class="p">(</span><span class="mi">10</span><span class="p">)</span>
+<div class="highlight-python"><div class="highlight"><pre><span></span><span class="n">merged</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="s2">&quot;amount&quot;</span><span class="p">,</span> <span class="n">ascending</span><span class="o">=</span><span class="bp">False</span><span class="p">)</span><span class="o">.</span><span class="n">head</span><span class="p">(</span><span class="mi">5</span><span class="p">)</span>
 </pre></div>
 </div>
+<img alt="_images/merged_sort_head.png" src="_images/merged_sort_head.png" />
 <p>TK</p>
 <div class="highlight-python"><div class="highlight"><pre><span></span><span class="n">merged</span><span class="o">.</span><span class="n">amount</span>
 </pre></div>
 </div>
+<img alt="_images/merged_amount.png" src="_images/merged_amount.png" />
 <p>TK</p>
 <div class="highlight-python"><div class="highlight"><pre><span></span><span class="n">merged</span><span class="o">.</span><span class="n">amount</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
 </pre></div>
 </div>
+<img alt="_images/merged_amount_sum.png" src="_images/merged_amount_sum.png" />
 <p>TK</p>
 <div class="highlight-python"><div class="highlight"><pre><span></span><span class="n">merged</span><span class="o">.</span><span class="n">committee_position</span>
 </pre></div>
 </div>
+<img alt="_images/merged_position.png" src="_images/merged_position.png" />
 <p>TK</p>
 <div class="highlight-python"><div class="highlight"><pre><span></span><span class="n">merged</span><span class="p">[</span><span class="n">merged</span><span class="o">.</span><span class="n">committee_position</span> <span class="o">==</span> <span class="s1">&#39;SUPPORT&#39;</span><span class="p">]</span>
 </pre></div>
 </div>
+<img alt="_images/support_filter.png" src="_images/support_filter.png" />
 <p>TK</p>
 <div class="highlight-python"><div class="highlight"><pre><span></span><span class="n">support</span> <span class="o">=</span> <span class="n">merged</span><span class="p">[</span><span class="n">merged</span><span class="o">.</span><span class="n">committee_position</span> <span class="o">==</span> <span class="s1">&#39;SUPPORT&#39;</span><span class="p">]</span>
 </pre></div>
@@ -419,10 +426,12 @@ <h2>Act 4: Hello analysis<a class="headerlink" href="#act-4-hello-analysis" titl
 <div class="highlight-python"><div class="highlight"><pre><span></span><span class="nb">len</span><span class="p">(</span><span class="n">support</span><span class="p">)</span>
 </pre></div>
 </div>
+<img alt="_images/support_len.png" src="_images/support_len.png" />
 <p>TK</p>
-<div class="highlight-python"><div class="highlight"><pre><span></span><span class="n">support</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="s2">&quot;amount&quot;</span><span class="p">,</span> <span class="n">ascending</span><span class="o">=</span><span class="bp">False</span><span class="p">)</span><span class="o">.</span><span class="n">head</span><span class="p">(</span><span class="mi">10</span><span class="p">)</span>
+<div class="highlight-python"><div class="highlight"><pre><span></span><span class="n">support</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="s2">&quot;amount&quot;</span><span class="p">,</span> <span class="n">ascending</span><span class="o">=</span><span class="bp">False</span><span class="p">)</span><span class="o">.</span><span class="n">head</span><span class="p">(</span><span class="mi">5</span><span class="p">)</span>
 </pre></div>
 </div>
+<img alt="_images/support_sort.png" src="_images/support_sort.png" />
 <p>TK</p>
 <div class="highlight-python"><div class="highlight"><pre><span></span><span class="n">oppose</span> <span class="o">=</span> <span class="n">merged</span><span class="p">[</span><span class="n">merged</span><span class="o">.</span><span class="n">committee_position</span> <span class="o">==</span> <span class="s1">&#39;OPPOSE&#39;</span><span class="p">]</span>
 </pre></div>
@@ -431,38 +440,52 @@ <h2>Act 4: Hello analysis<a class="headerlink" href="#act-4-hello-analysis" titl
 <div class="highlight-python"><div class="highlight"><pre><span></span><span class="nb">len</span><span class="p">(</span><span class="n">oppose</span><span class="p">)</span>
 </pre></div>
 </div>
+<img alt="_images/oppose_len.png" src="_images/oppose_len.png" />
 <p>TK</p>
 <div class="highlight-python"><div class="highlight"><pre><span></span><span class="n">oppose</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="s2">&quot;amount&quot;</span><span class="p">,</span> <span class="n">ascending</span><span class="o">=</span><span class="bp">False</span><span class="p">)</span><span class="o">.</span><span class="n">head</span><span class="p">(</span><span class="mi">10</span><span class="p">)</span>
 </pre></div>
 </div>
+<img alt="_images/oppose_sort.png" src="_images/oppose_sort.png" />
 <p>TK</p>
 <div class="highlight-python"><div class="highlight"><pre><span></span><span class="n">oppose</span><span class="o">.</span><span class="n">amount</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
 </pre></div>
 </div>
+<img alt="_images/oppose_amount_sum.png" src="_images/oppose_amount_sum.png" />
 <p>TK</p>
 <div class="highlight-python"><div class="highlight"><pre><span></span><span class="n">support</span><span class="o">.</span><span class="n">amount</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
 </pre></div>
 </div>
+<img alt="_images/support_amount_sum.png" src="_images/support_amount_sum.png" />
 <p>TK</p>
 <div class="highlight-python"><div class="highlight"><pre><span></span><span class="n">support</span><span class="o">.</span><span class="n">amount</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span> <span class="o">/</span> <span class="n">merged</span><span class="o">.</span><span class="n">amount</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
 </pre></div>
 </div>
+<img alt="_images/support_amount_percent.png" src="_images/support_amount_percent.png" />
 <p>TK</p>
 <div class="highlight-python"><div class="highlight"><pre><span></span><span class="n">merged</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s2">&quot;committee_name_x&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">amount</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
 </pre></div>
 </div>
+<img alt="_images/committee_group.png" src="_images/committee_group.png" />
 <p>TK</p>
 <div class="highlight-python"><div class="highlight"><pre><span></span><span class="n">merged</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s2">&quot;committee_name_x&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">amount</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
 </pre></div>
 </div>
+<img alt="_images/committee_group_df.png" src="_images/committee_group_df.png" />
+<p>TK</p>
+<div class="highlight-python"><div class="highlight"><pre><span></span><span class="n">merged</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s2">&quot;committee_name_x&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">amount</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="s2">&quot;amount&quot;</span><span class="p">,</span> <span class="n">ascending</span><span class="o">=</span><span class="bp">False</span><span class="p">)</span>
+</pre></div>
+</div>
+<img alt="_images/committee_group_sort.png" src="_images/committee_group_sort.png" />
 <p>TK</p>
 <div class="highlight-python"><div class="highlight"><pre><span></span><span class="n">merged</span><span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s2">&quot;contributor_firstname&quot;</span><span class="p">,</span> <span class="s2">&quot;contributor_lastname&quot;</span><span class="p">])</span><span class="o">.</span><span class="n">amount</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="s2">&quot;amount&quot;</span><span class="p">,</span> <span class="n">ascending</span><span class="o">=</span><span class="bp">False</span><span class="p">)</span>
 </pre></div>
 </div>
+<img alt="_images/name_group.png" src="_images/name_group.png" />
 <p>TK</p>
 <div class="highlight-python"><div class="highlight"><pre><span></span><span class="n">merged</span><span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s2">&quot;contributor_firstname&quot;</span><span class="p">,</span> <span class="s2">&quot;contributor_lastname&quot;</span><span class="p">,</span> <span class="s2">&quot;committee_position&quot;</span><span class="p">])</span><span class="o">.</span><span class="n">amount</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="s2">&quot;amount&quot;</span><span class="p">,</span> <span class="n">ascending</span><span class="o">=</span><span class="bp">False</span><span class="p">)</span>
 </pre></div>
 </div>
+<img alt="_images/name_position_group.png" src="_images/name_position_group.png" />
 <p>TK</p>
 </div>
 <div class="section" id="act-5-hello-science">

diff --git a/docs/_static/committee_group.png b/docs/_static/committee_group.png
diff --git a/docs/_static/committee_group_df.png b/docs/_static/committee_group_df.png
diff --git a/docs/_static/committee_group_sort.png b/docs/_static/committee_group_sort.png
diff --git a/docs/_static/merged_amount.png b/docs/_static/merged_amount.png
diff --git a/docs/_static/merged_amount_sum.png b/docs/_static/merged_amount_sum.png
diff --git a/docs/_static/merged_position.png b/docs/_static/merged_position.png
diff --git a/docs/_static/merged_sort.png b/docs/_static/merged_sort.png
diff --git a/docs/_static/merged_sort_desc.png b/docs/_static/merged_sort_desc.png
diff --git a/docs/_static/merged_sort_head.png b/docs/_static/merged_sort_head.png
diff --git a/docs/_static/name_group.png b/docs/_static/name_group.png
diff --git a/docs/_static/name_position_group.png b/docs/_static/name_position_group.png
diff --git a/docs/_static/oppose_amount_sum.png b/docs/_static/oppose_amount_sum.png
diff --git a/docs/_static/oppose_len.png b/docs/_static/oppose_len.png
diff --git a/docs/_static/oppose_sort.png b/docs/_static/oppose_sort.png
diff --git a/docs/_static/support_amount_percent.png b/docs/_static/support_amount_percent.png
diff --git a/docs/_static/support_amount_sum.png b/docs/_static/support_amount_sum.png
diff --git a/docs/_static/support_filter.png b/docs/_static/support_filter.png
diff --git a/docs/_static/support_len.png b/docs/_static/support_len.png
diff --git a/docs/_static/support_sort.png b/docs/_static/support_sort.png
diff --git a/docs/_static/support_support.png b/docs/_static/support_support.png