self contained examples

Author: Coding-with-Adam

_posts/python/statistical/facet-trellis/2015-06-30-facet-and-trellis-plots.html

@@ -68,32 +68,6 @@ <h4 id="Version-Check">Version Check<a class="anchor-link" href="#Version-Check"
 </div>
 </div>
 
-</div>
-<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
-</div>
-<div class="inner_cell">
-<div class="text_cell_render border-box-sizing rendered_html">
-<h4 id="Import-Data">Import Data<a class="anchor-link" href="#Import-Data">&#194;&#182;</a></h4><p>Let us first import some userful datasets for our facet and trellis plots.</p>
-
-</div>
-</div>
-</div>
-<div class="cell border-box-sizing code_cell rendered">
-<div class="input">
-<div class="prompt input_prompt">In&nbsp;[2]:</div>
-<div class="inner_cell">
-    <div class="input_area">
-<div class=" highlight hl-ipython2"><pre><span></span><span class="kn">import</span> <span class="nn">pandas</span> <span class="kn">as</span> <span class="nn">pd</span>
-
-<span class="n">mpg</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_table</span><span class="p">(</span><span class="s1">&#39;https://raw.githubusercontent.com/plotly/datasets/master/mpg_2017.txt&#39;</span><span class="p">)</span>
-<span class="n">mtcars</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;https://raw.githubusercontent.com/plotly/datasets/master/mtcars.csv&#39;</span><span class="p">)</span>
-<span class="n">tips</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;https://raw.githubusercontent.com/plotly/datasets/master/tips.csv&#39;</span><span class="p">)</span>
-</pre></div>
-
-</div>
-</div>
-</div>
-
 </div>
 <div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
 </div>
@@ -111,6 +85,9 @@ <h4 id="Facet-by-Column">Facet by Column<a class="anchor-link" href="#Facet-by-C
 <div class=" highlight hl-ipython2"><pre><span></span><span class="kn">import</span> <span class="nn">plotly.plotly</span> <span class="kn">as</span> <span class="nn">py</span>
 <span class="kn">import</span> <span class="nn">plotly.figure_factory</span> <span class="kn">as</span> <span class="nn">ff</span>
 
+<span class="kn">import</span> <span class="nn">pandas</span> <span class="kn">as</span> <span class="nn">pd</span>
+<span class="n">mpg</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_table</span><span class="p">(</span><span class="s1">&#39;https://raw.githubusercontent.com/plotly/datasets/master/mpg_2017.txt&#39;</span><span class="p">)</span>
+
 <span class="n">grid</span> <span class="o">=</span> <span class="n">ff</span><span class="o">.</span><span class="n">create_facet_grid</span><span class="p">(</span>
     <span class="n">mpg</span><span class="p">,</span>
     <span class="n">x</span><span class="o">=</span><span class="s1">&#39;displ&#39;</span><span class="p">,</span>
@@ -161,6 +138,9 @@ <h4 id="Facet-by-Row">Facet by Row<a class="anchor-link" href="#Facet-by-Row">&#
 <div class=" highlight hl-ipython2"><pre><span></span><span class="kn">import</span> <span class="nn">plotly.plotly</span> <span class="kn">as</span> <span class="nn">py</span>
 <span class="kn">import</span> <span class="nn">plotly.figure_factory</span> <span class="kn">as</span> <span class="nn">ff</span>
 
+<span class="kn">import</span> <span class="nn">pandas</span> <span class="kn">as</span> <span class="nn">pd</span>
+<span class="n">mpg</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_table</span><span class="p">(</span><span class="s1">&#39;https://raw.githubusercontent.com/plotly/datasets/master/mpg_2017.txt&#39;</span><span class="p">)</span>
+
 <span class="n">grid</span> <span class="o">=</span> <span class="n">ff</span><span class="o">.</span><span class="n">create_facet_grid</span><span class="p">(</span>
     <span class="n">mpg</span><span class="p">,</span>
     <span class="n">x</span><span class="o">=</span><span class="s1">&#39;displ&#39;</span><span class="p">,</span>
@@ -205,12 +185,15 @@ <h4 id="Facet-by-Row-and-Column">Facet by Row and Column<a class="anchor-link" h
 </div>
 <div class="cell border-box-sizing code_cell rendered">
 <div class="input">
-<div class="prompt input_prompt">In&nbsp;[5]:</div>
+<div class="prompt input_prompt">In&nbsp;[6]:</div>
 <div class="inner_cell">
     <div class="input_area">
 <div class=" highlight hl-ipython2"><pre><span></span><span class="kn">import</span> <span class="nn">plotly.plotly</span> <span class="kn">as</span> <span class="nn">py</span>
 <span class="kn">import</span> <span class="nn">plotly.figure_factory</span> <span class="kn">as</span> <span class="nn">ff</span>
 
+<span class="kn">import</span> <span class="nn">pandas</span> <span class="kn">as</span> <span class="nn">pd</span>
+<span class="n">mpg</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_table</span><span class="p">(</span><span class="s1">&#39;https://raw.githubusercontent.com/plotly/datasets/master/mpg_2017.txt&#39;</span><span class="p">)</span>
+
 <span class="n">grid</span> <span class="o">=</span> <span class="n">ff</span><span class="o">.</span><span class="n">create_facet_grid</span><span class="p">(</span>
     <span class="n">mpg</span><span class="p">,</span>
     <span class="n">x</span><span class="o">=</span><span class="s1">&#39;displ&#39;</span><span class="p">,</span>
@@ -232,7 +215,7 @@ <h4 id="Facet-by-Row-and-Column">Facet by Row and Column<a class="anchor-link" h
 
 <div class="output_area">
 
-<div class="prompt output_prompt">Out[5]:</div>
+<div class="prompt output_prompt">Out[6]:</div>
 
 
 
@@ -256,12 +239,15 @@ <h4 id="Color-by-Categorical-Variable">Color by Categorical Variable<a class="an
 </div>
 <div class="cell border-box-sizing code_cell rendered">
 <div class="input">
-<div class="prompt input_prompt">In&nbsp;[6]:</div>
+<div class="prompt input_prompt">In&nbsp;[7]:</div>
 <div class="inner_cell">
     <div class="input_area">
 <div class=" highlight hl-ipython2"><pre><span></span><span class="kn">import</span> <span class="nn">plotly.plotly</span> <span class="kn">as</span> <span class="nn">py</span>
 <span class="kn">import</span> <span class="nn">plotly.figure_factory</span> <span class="kn">as</span> <span class="nn">ff</span>
 
+<span class="kn">import</span> <span class="nn">pandas</span> <span class="kn">as</span> <span class="nn">pd</span>
+<span class="n">mtcars</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;https://raw.githubusercontent.com/plotly/datasets/master/mtcars.csv&#39;</span><span class="p">)</span>
+
 <span class="n">fig</span> <span class="o">=</span> <span class="n">ff</span><span class="o">.</span><span class="n">create_facet_grid</span><span class="p">(</span>
     <span class="n">mtcars</span><span class="p">,</span>
     <span class="n">x</span><span class="o">=</span><span class="s1">&#39;mpg&#39;</span><span class="p">,</span>
@@ -283,7 +269,7 @@ <h4 id="Color-by-Categorical-Variable">Color by Categorical Variable<a class="an
 
 <div class="output_area">
 
-<div class="prompt output_prompt">Out[6]:</div>
+<div class="prompt output_prompt">Out[7]:</div>
 
 
 
@@ -307,12 +293,15 @@ <h4 id="Color-by-Continuous-Variable">Color by Continuous Variable<a class="anch
 </div>
 <div class="cell border-box-sizing code_cell rendered">
 <div class="input">
-<div class="prompt input_prompt">In&nbsp;[7]:</div>
+<div class="prompt input_prompt">In&nbsp;[8]:</div>
 <div class="inner_cell">
     <div class="input_area">
 <div class=" highlight hl-ipython2"><pre><span></span><span class="kn">import</span> <span class="nn">plotly.plotly</span> <span class="kn">as</span> <span class="nn">py</span>
 <span class="kn">import</span> <span class="nn">plotly.figure_factory</span> <span class="kn">as</span> <span class="nn">ff</span>
 
+<span class="kn">import</span> <span class="nn">pandas</span> <span class="kn">as</span> <span class="nn">pd</span>
+<span class="n">tips</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;https://raw.githubusercontent.com/plotly/datasets/master/tips.csv&#39;</span><span class="p">)</span>
+
 <span class="n">fig</span> <span class="o">=</span> <span class="n">ff</span><span class="o">.</span><span class="n">create_facet_grid</span><span class="p">(</span>
     <span class="n">tips</span><span class="p">,</span>
     <span class="n">x</span><span class="o">=</span><span class="s1">&#39;total_bill&#39;</span><span class="p">,</span>
@@ -337,7 +326,7 @@ <h4 id="Color-by-Continuous-Variable">Color by Continuous Variable<a class="anch
 
 <div class="output_area">
 
-<div class="prompt output_prompt">Out[7]:</div>
+<div class="prompt output_prompt">Out[8]:</div>
 
 
 
@@ -361,12 +350,15 @@ <h4 id="Label-Variable-Name-and-Value">Label Variable Name and Value<a class="an
 </div>
 <div class="cell border-box-sizing code_cell rendered">
 <div class="input">
-<div class="prompt input_prompt">In&nbsp;[8]:</div>
+<div class="prompt input_prompt">In&nbsp;[9]:</div>
 <div class="inner_cell">
     <div class="input_area">
 <div class=" highlight hl-ipython2"><pre><span></span><span class="kn">import</span> <span class="nn">plotly.plotly</span> <span class="kn">as</span> <span class="nn">py</span>
 <span class="kn">import</span> <span class="nn">plotly.figure_factory</span> <span class="kn">as</span> <span class="nn">ff</span>
 
+<span class="kn">import</span> <span class="nn">pandas</span> <span class="kn">as</span> <span class="nn">pd</span>
+<span class="n">mtcars</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;https://raw.githubusercontent.com/plotly/datasets/master/mtcars.csv&#39;</span><span class="p">)</span>
+
 <span class="n">fig</span> <span class="o">=</span> <span class="n">ff</span><span class="o">.</span><span class="n">create_facet_grid</span><span class="p">(</span>
     <span class="n">mtcars</span><span class="p">,</span>
     <span class="n">x</span><span class="o">=</span><span class="s1">&#39;mpg&#39;</span><span class="p">,</span>
@@ -388,7 +380,7 @@ <h4 id="Label-Variable-Name-and-Value">Label Variable Name and Value<a class="an
 
 <div class="output_area">
 
-<div class="prompt output_prompt">Out[8]:</div>
+<div class="prompt output_prompt">Out[9]:</div>
 
 
 
@@ -412,12 +404,15 @@ <h4 id="Custom-Labels">Custom Labels<a class="anchor-link" href="#Custom-Labels"
 </div>
 <div class="cell border-box-sizing code_cell rendered">
 <div class="input">
-<div class="prompt input_prompt">In&nbsp;[9]:</div>
+<div class="prompt input_prompt">In&nbsp;[10]:</div>
 <div class="inner_cell">
     <div class="input_area">
 <div class=" highlight hl-ipython2"><pre><span></span><span class="kn">import</span> <span class="nn">plotly.plotly</span> <span class="kn">as</span> <span class="nn">py</span>
 <span class="kn">import</span> <span class="nn">plotly.figure_factory</span> <span class="kn">as</span> <span class="nn">ff</span>
 
+<span class="kn">import</span> <span class="nn">pandas</span> <span class="kn">as</span> <span class="nn">pd</span>
+<span class="n">mtcars</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;https://raw.githubusercontent.com/plotly/datasets/master/mtcars.csv&#39;</span><span class="p">)</span>
+
 <span class="n">fig</span> <span class="o">=</span> <span class="n">ff</span><span class="o">.</span><span class="n">create_facet_grid</span><span class="p">(</span>
     <span class="n">mtcars</span><span class="p">,</span>
     <span class="n">x</span><span class="o">=</span><span class="s1">&#39;wt&#39;</span><span class="p">,</span>
@@ -439,7 +434,7 @@ <h4 id="Custom-Labels">Custom Labels<a class="anchor-link" href="#Custom-Labels"
 
 <div class="output_area">
 
-<div class="prompt output_prompt">Out[9]:</div>
+<div class="prompt output_prompt">Out[10]:</div>
 
 
 
@@ -464,12 +459,15 @@ <h4 id="Plot-in-'ggplot2'-style">Plot in 'ggplot2' style<a class="anchor-link" h
 </div>
 <div class="cell border-box-sizing code_cell rendered">
 <div class="input">
-<div class="prompt input_prompt">In&nbsp;[10]:</div>
+<div class="prompt input_prompt">In&nbsp;[11]:</div>
 <div class="inner_cell">
     <div class="input_area">
 <div class=" highlight hl-ipython2"><pre><span></span><span class="kn">import</span> <span class="nn">plotly.plotly</span> <span class="kn">as</span> <span class="nn">py</span>
 <span class="kn">import</span> <span class="nn">plotly.figure_factory</span> <span class="kn">as</span> <span class="nn">ff</span>
 
+<span class="kn">import</span> <span class="nn">pandas</span> <span class="kn">as</span> <span class="nn">pd</span>
+<span class="n">tips</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;https://raw.githubusercontent.com/plotly/datasets/master/tips.csv&#39;</span><span class="p">)</span>
+
 <span class="n">fig</span> <span class="o">=</span> <span class="n">ff</span><span class="o">.</span><span class="n">create_facet_grid</span><span class="p">(</span>
     <span class="n">tips</span><span class="p">,</span>
     <span class="n">x</span><span class="o">=</span><span class="s1">&#39;total_bill&#39;</span><span class="p">,</span>
@@ -492,7 +490,7 @@ <h4 id="Plot-in-'ggplot2'-style">Plot in 'ggplot2' style<a class="anchor-link" h
 
 <div class="output_area">
 
-<div class="prompt output_prompt">Out[10]:</div>
+<div class="prompt output_prompt">Out[11]:</div>
 
 
 
@@ -516,12 +514,15 @@ <h4 id="Plot-with-'scattergl'-traces">Plot with 'scattergl' traces<a class="anch
 </div>
 <div class="cell border-box-sizing code_cell rendered">
 <div class="input">
-<div class="prompt input_prompt">In&nbsp;[11]:</div>
+<div class="prompt input_prompt">In&nbsp;[12]:</div>
 <div class="inner_cell">
     <div class="input_area">
 <div class=" highlight hl-ipython2"><pre><span></span><span class="kn">import</span> <span class="nn">plotly.plotly</span> <span class="kn">as</span> <span class="nn">py</span>
 <span class="kn">import</span> <span class="nn">plotly.figure_factory</span> <span class="kn">as</span> <span class="nn">ff</span>
 
+<span class="kn">import</span> <span class="nn">pandas</span> <span class="kn">as</span> <span class="nn">pd</span>
+<span class="n">mpg</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_table</span><span class="p">(</span><span class="s1">&#39;https://raw.githubusercontent.com/plotly/datasets/master/mpg_2017.txt&#39;</span><span class="p">)</span>
+
 <span class="n">grid</span> <span class="o">=</span> <span class="n">ff</span><span class="o">.</span><span class="n">create_facet_grid</span><span class="p">(</span>
     <span class="n">mpg</span><span class="p">,</span>
     <span class="n">x</span><span class="o">=</span><span class="s1">&#39;class&#39;</span><span class="p">,</span>
@@ -542,7 +543,7 @@ <h4 id="Plot-with-'scattergl'-traces">Plot with 'scattergl' traces<a class="anch
 
 <div class="output_area">
 
-<div class="prompt output_prompt">Out[11]:</div>
+<div class="prompt output_prompt">Out[12]:</div>
 
 
 
@@ -567,12 +568,15 @@ <h4 id="Plot-with-Histogram-Traces">Plot with Histogram Traces<a class="anchor-l
 </div>
 <div class="cell border-box-sizing code_cell rendered">
 <div class="input">
-<div class="prompt input_prompt">In&nbsp;[12]:</div>
+<div class="prompt input_prompt">In&nbsp;[13]:</div>
 <div class="inner_cell">
     <div class="input_area">
 <div class=" highlight hl-ipython2"><pre><span></span><span class="kn">import</span> <span class="nn">plotly.plotly</span> <span class="kn">as</span> <span class="nn">py</span>
 <span class="kn">import</span> <span class="nn">plotly.figure_factory</span> <span class="kn">as</span> <span class="nn">ff</span>
 
+<span class="kn">import</span> <span class="nn">pandas</span> <span class="kn">as</span> <span class="nn">pd</span>
+<span class="n">tips</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;https://raw.githubusercontent.com/plotly/datasets/master/tips.csv&#39;</span><span class="p">)</span>
+
 <span class="n">fig</span> <span class="o">=</span> <span class="n">ff</span><span class="o">.</span><span class="n">create_facet_grid</span><span class="p">(</span>
     <span class="n">tips</span><span class="p">,</span>
     <span class="n">x</span><span class="o">=</span><span class="s1">&#39;total_bill&#39;</span><span class="p">,</span>
@@ -599,7 +603,7 @@ <h4 id="Plot-with-Histogram-Traces">Plot with Histogram Traces<a class="anchor-l
 
 <div class="output_area">
 
-<div class="prompt output_prompt">Out[12]:</div>
+<div class="prompt output_prompt">Out[13]:</div>
 
 
 
@@ -623,7 +627,7 @@ <h4 id="Reference">Reference<a class="anchor-link" href="#Reference">&#194;&#182
 </div>
 <div class="cell border-box-sizing code_cell rendered">
 <div class="input">
-<div class="prompt input_prompt">In&nbsp;[13]:</div>
+<div class="prompt input_prompt">In&nbsp;[14]:</div>
 <div class="inner_cell">
     <div class="input_area">
 <div class=" highlight hl-ipython2"><pre><span></span><span class="n">help</span><span class="p">(</span><span class="n">ff</span><span class="o">.</span><span class="n">create_facet_grid</span><span class="p">)</span>