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nickeubank · Oct 23, 2024 · 6347657 · 6347657
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diff --git a/_build/.doctrees/environment.pickle b/_build/.doctrees/environment.pickle
diff --git a/...books/PDS_not_yet_in_coursera/20_programming_concepts/defensive_programming_tests.doctree b/...books/PDS_not_yet_in_coursera/20_programming_concepts/defensive_programming_tests.doctree
diff --git a/...tebooks/PDS_not_yet_in_coursera/20_programming_concepts/defensive_programming_tests.ipynb b/...tebooks/PDS_not_yet_in_coursera/20_programming_concepts/defensive_programming_tests.ipynb
@@ -204,10 +204,12 @@
     "avg_income_of_non_producers = wdi.loc[~wdi[\"large_oil_producers\"], \"gdppcap08\"].mean()\n",
     "\n",
     "print(\n",
-    "    f\"The average GDP per Capita of the ten largest oil producers is: ${avg_income_of_large_producers:,.0f}.\"\n",
+    "    \"The average GDP per Capita of the ten largest \"\n",
+    "    f\"oil producers is: ${avg_income_of_large_producers:,.0f}.\"\n",
     ")\n",
     "print(\n",
-    "    f\"The average GDP per Capita of all other countries is: ${avg_income_of_non_producers:,.0f}.\"\n",
+    "    \"The average GDP per Capita of all other \"\n",
+    "    f\"countries is: ${avg_income_of_non_producers:,.0f}.\"\n",
     ")"
    ]
   },

diff --git a/_build/html/genindex.html b/_build/html/genindex.html
@@ -31,7 +31,7 @@
     <link rel="stylesheet" type="text/css" href="_static/styles/sphinx-book-theme.css?v=a3416100" />
     <link rel="stylesheet" type="text/css" href="_static/togglebutton.css?v=13237357" />
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+    <link rel="stylesheet" type="text/css" href="_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css?v=be8a1c11" />
     <link rel="stylesheet" type="text/css" href="_static/sphinx-thebe.css?v=4fa983c6" />
     <link rel="stylesheet" type="text/css" href="_static/sphinx-design.min.css?v=95c83b7e" />
 

diff --git a/_build/html/ids720_specific/exercises/Exercise_cloud_dukesubscription.html b/_build/html/ids720_specific/exercises/Exercise_cloud_dukesubscription.html
@@ -32,7 +32,7 @@
     <link rel="stylesheet" type="text/css" href="../../_static/styles/sphinx-book-theme.css?v=a3416100" />
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+    <link rel="stylesheet" type="text/css" href="../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css?v=be8a1c11" />
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diff --git a/_build/html/ids720_specific/exercises/Exercise_dask.html b/_build/html/ids720_specific/exercises/Exercise_dask.html
@@ -32,7 +32,7 @@
     <link rel="stylesheet" type="text/css" href="../../_static/styles/sphinx-book-theme.css?v=a3416100" />
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+    <link rel="stylesheet" type="text/css" href="../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css?v=be8a1c11" />
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diff --git a/_build/html/ids720_specific/exercises/Exercise_jupyterlab.html b/_build/html/ids720_specific/exercises/Exercise_jupyterlab.html
@@ -32,7 +32,7 @@
     <link rel="stylesheet" type="text/css" href="../../_static/styles/sphinx-book-theme.css?v=a3416100" />
     <link rel="stylesheet" type="text/css" href="../../_static/togglebutton.css?v=13237357" />
     <link rel="stylesheet" type="text/css" href="../../_static/copybutton.css?v=76b2166b" />
-    <link rel="stylesheet" type="text/css" href="../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
+    <link rel="stylesheet" type="text/css" href="../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css?v=be8a1c11" />
     <link rel="stylesheet" type="text/css" href="../../_static/sphinx-thebe.css?v=4fa983c6" />
     <link rel="stylesheet" type="text/css" href="../../_static/sphinx-design.min.css?v=95c83b7e" />
 

diff --git a/_build/html/ids720_specific/exercises/Exercise_scikit_learn.html b/_build/html/ids720_specific/exercises/Exercise_scikit_learn.html
@@ -32,7 +32,7 @@
     <link rel="stylesheet" type="text/css" href="../../_static/styles/sphinx-book-theme.css?v=a3416100" />
     <link rel="stylesheet" type="text/css" href="../../_static/togglebutton.css?v=13237357" />
     <link rel="stylesheet" type="text/css" href="../../_static/copybutton.css?v=76b2166b" />
-    <link rel="stylesheet" type="text/css" href="../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
+    <link rel="stylesheet" type="text/css" href="../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css?v=be8a1c11" />
     <link rel="stylesheet" type="text/css" href="../../_static/sphinx-thebe.css?v=4fa983c6" />
     <link rel="stylesheet" type="text/css" href="../../_static/sphinx-design.min.css?v=95c83b7e" />
 

diff --git a/_build/html/ids720_specific/exercises/Exercise_sklearn.html b/_build/html/ids720_specific/exercises/Exercise_sklearn.html
@@ -32,7 +32,7 @@
     <link rel="stylesheet" type="text/css" href="../../_static/styles/sphinx-book-theme.css?v=a3416100" />
     <link rel="stylesheet" type="text/css" href="../../_static/togglebutton.css?v=13237357" />
     <link rel="stylesheet" type="text/css" href="../../_static/copybutton.css?v=76b2166b" />
-    <link rel="stylesheet" type="text/css" href="../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
+    <link rel="stylesheet" type="text/css" href="../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css?v=be8a1c11" />
     <link rel="stylesheet" type="text/css" href="../../_static/sphinx-thebe.css?v=4fa983c6" />
     <link rel="stylesheet" type="text/css" href="../../_static/sphinx-design.min.css?v=95c83b7e" />
 

diff --git a/_build/html/intro.html b/_build/html/intro.html
@@ -32,7 +32,7 @@
     <link rel="stylesheet" type="text/css" href="_static/styles/sphinx-book-theme.css?v=a3416100" />
     <link rel="stylesheet" type="text/css" href="_static/togglebutton.css?v=13237357" />
     <link rel="stylesheet" type="text/css" href="_static/copybutton.css?v=76b2166b" />
-    <link rel="stylesheet" type="text/css" href="_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
+    <link rel="stylesheet" type="text/css" href="_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css?v=be8a1c11" />
     <link rel="stylesheet" type="text/css" href="_static/sphinx-thebe.css?v=4fa983c6" />
     <link rel="stylesheet" type="text/css" href="_static/sphinx-design.min.css?v=95c83b7e" />
 

diff --git a/_build/html/notebooks/PDS_not_yet_in_coursera/00_setup_env/setup_conda_envs.html b/_build/html/notebooks/PDS_not_yet_in_coursera/00_setup_env/setup_conda_envs.html
@@ -32,7 +32,7 @@
     <link rel="stylesheet" type="text/css" href="../../../_static/styles/sphinx-book-theme.css?v=a3416100" />
     <link rel="stylesheet" type="text/css" href="../../../_static/togglebutton.css?v=13237357" />
     <link rel="stylesheet" type="text/css" href="../../../_static/copybutton.css?v=76b2166b" />
-    <link rel="stylesheet" type="text/css" href="../../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css?v=be8a1c11" />
     <link rel="stylesheet" type="text/css" href="../../../_static/sphinx-thebe.css?v=4fa983c6" />
     <link rel="stylesheet" type="text/css" href="../../../_static/sphinx-design.min.css?v=95c83b7e" />
 

diff --git a/...html/notebooks/PDS_not_yet_in_coursera/20_programming_concepts/defensive_programming.html b/...html/notebooks/PDS_not_yet_in_coursera/20_programming_concepts/defensive_programming.html
@@ -32,7 +32,7 @@
     <link rel="stylesheet" type="text/css" href="../../../_static/styles/sphinx-book-theme.css?v=a3416100" />
     <link rel="stylesheet" type="text/css" href="../../../_static/togglebutton.css?v=13237357" />
     <link rel="stylesheet" type="text/css" href="../../../_static/copybutton.css?v=76b2166b" />
-    <link rel="stylesheet" type="text/css" href="../../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css?v=be8a1c11" />
     <link rel="stylesheet" type="text/css" href="../../../_static/sphinx-thebe.css?v=4fa983c6" />
     <link rel="stylesheet" type="text/css" href="../../../_static/sphinx-design.min.css?v=95c83b7e" />
 

diff --git a/...otebooks/PDS_not_yet_in_coursera/20_programming_concepts/defensive_programming_tests.html b/...otebooks/PDS_not_yet_in_coursera/20_programming_concepts/defensive_programming_tests.html
@@ -32,7 +32,7 @@
     <link rel="stylesheet" type="text/css" href="../../../_static/styles/sphinx-book-theme.css?v=a3416100" />
     <link rel="stylesheet" type="text/css" href="../../../_static/togglebutton.css?v=13237357" />
     <link rel="stylesheet" type="text/css" href="../../../_static/copybutton.css?v=76b2166b" />
-    <link rel="stylesheet" type="text/css" href="../../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css?v=be8a1c11" />
     <link rel="stylesheet" type="text/css" href="../../../_static/sphinx-thebe.css?v=4fa983c6" />
     <link rel="stylesheet" type="text/css" href="../../../_static/sphinx-design.min.css?v=95c83b7e" />
 
@@ -741,10 +741,12 @@ <h2>A Simple Example<a class="headerlink" href="#a-simple-example" title="Link t
 <span class="n">avg_income_of_non_producers</span> <span class="o">=</span> <span class="n">wdi</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="o">~</span><span class="n">wdi</span><span class="p">[</span><span class="s2">&quot;large_oil_producers&quot;</span><span class="p">],</span> <span class="s2">&quot;gdppcap08&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span>
 
 <span class="nb">print</span><span class="p">(</span>
-    <span class="sa">f</span><span class="s2">&quot;The average GDP per Capita of the ten largest oil producers is: $</span><span class="si">{</span><span class="n">avg_income_of_large_producers</span><span class="si">:</span><span class="s2">,.0f</span><span class="si">}</span><span class="s2">.&quot;</span>
+    <span class="s2">&quot;The average GDP per Capita of the ten largest &quot;</span>
+    <span class="sa">f</span><span class="s2">&quot;oil producers is: $</span><span class="si">{</span><span class="n">avg_income_of_large_producers</span><span class="si">:</span><span class="s2">,.0f</span><span class="si">}</span><span class="s2">.&quot;</span>
 <span class="p">)</span>
 <span class="nb">print</span><span class="p">(</span>
-    <span class="sa">f</span><span class="s2">&quot;The average GDP per Capita of all other countries is: $</span><span class="si">{</span><span class="n">avg_income_of_non_producers</span><span class="si">:</span><span class="s2">,.0f</span><span class="si">}</span><span class="s2">.&quot;</span>
+    <span class="s2">&quot;The average GDP per Capita of all other &quot;</span>
+    <span class="sa">f</span><span class="s2">&quot;countries is: $</span><span class="si">{</span><span class="n">avg_income_of_non_producers</span><span class="si">:</span><span class="s2">,.0f</span><span class="si">}</span><span class="s2">.&quot;</span>
 <span class="p">)</span>
 </pre></div>
 </div>

diff --git a/_build/html/notebooks/class_5/other/comparing_libraries.html b/_build/html/notebooks/class_5/other/comparing_libraries.html
@@ -32,7 +32,7 @@
     <link rel="stylesheet" type="text/css" href="../../../_static/styles/sphinx-book-theme.css?v=a3416100" />
     <link rel="stylesheet" type="text/css" href="../../../_static/togglebutton.css?v=13237357" />
     <link rel="stylesheet" type="text/css" href="../../../_static/copybutton.css?v=76b2166b" />
-    <link rel="stylesheet" type="text/css" href="../../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css?v=be8a1c11" />
     <link rel="stylesheet" type="text/css" href="../../../_static/sphinx-thebe.css?v=4fa983c6" />
     <link rel="stylesheet" type="text/css" href="../../../_static/sphinx-design.min.css?v=95c83b7e" />
 

diff --git a/_build/html/notebooks/class_5/other/plotting_altair_part2.html b/_build/html/notebooks/class_5/other/plotting_altair_part2.html
@@ -32,7 +32,7 @@
     <link rel="stylesheet" type="text/css" href="../../../_static/styles/sphinx-book-theme.css?v=a3416100" />
     <link rel="stylesheet" type="text/css" href="../../../_static/togglebutton.css?v=13237357" />
     <link rel="stylesheet" type="text/css" href="../../../_static/copybutton.css?v=76b2166b" />
-    <link rel="stylesheet" type="text/css" href="../../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css?v=be8a1c11" />
     <link rel="stylesheet" type="text/css" href="../../../_static/sphinx-thebe.css?v=4fa983c6" />
     <link rel="stylesheet" type="text/css" href="../../../_static/sphinx-design.min.css?v=95c83b7e" />
 

diff --git a/_build/html/search.html b/_build/html/search.html
@@ -30,7 +30,7 @@
     <link rel="stylesheet" type="text/css" href="_static/styles/sphinx-book-theme.css?v=a3416100" />
     <link rel="stylesheet" type="text/css" href="_static/togglebutton.css?v=13237357" />
     <link rel="stylesheet" type="text/css" href="_static/copybutton.css?v=76b2166b" />
-    <link rel="stylesheet" type="text/css" href="_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
+    <link rel="stylesheet" type="text/css" href="_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css?v=be8a1c11" />
     <link rel="stylesheet" type="text/css" href="_static/sphinx-thebe.css?v=4fa983c6" />
     <link rel="stylesheet" type="text/css" href="_static/sphinx-design.min.css?v=95c83b7e" />
 

diff --git a/_build/jupyter_execute/notebooks/PDS_not_yet_in_coursera/00_setup_env/setup_conda_envs.ipynb b/_build/jupyter_execute/notebooks/PDS_not_yet_in_coursera/00_setup_env/setup_conda_envs.ipynb
@@ -2,15 +2,15 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "fcff3bf1",
+   "id": "1c6858ad",
    "metadata": {},
    "source": [
     "# Installing Geopandas"
    ]
   },
   {
    "cell_type": "markdown",
-   "id": "fd49f260",
+   "id": "c593f957",
    "metadata": {},
    "source": [
     "Early in the semester, I told you that conda was generally preferred over pip by data scientists because it could install more than just python packages? Well here's an example of a place that pays off big!\n",

diff --git a/...tebooks/PDS_not_yet_in_coursera/20_programming_concepts/defensive_programming_tests.ipynb b/...tebooks/PDS_not_yet_in_coursera/20_programming_concepts/defensive_programming_tests.ipynb
@@ -204,10 +204,12 @@
     "avg_income_of_non_producers = wdi.loc[~wdi[\"large_oil_producers\"], \"gdppcap08\"].mean()\n",
     "\n",
     "print(\n",
-    "    f\"The average GDP per Capita of the ten largest oil producers is: ${avg_income_of_large_producers:,.0f}.\"\n",
+    "    \"The average GDP per Capita of the ten largest \"\n",
+    "    f\"oil producers is: ${avg_income_of_large_producers:,.0f}.\"\n",
     ")\n",
     "print(\n",
-    "    f\"The average GDP per Capita of all other countries is: ${avg_income_of_non_producers:,.0f}.\"\n",
+    "    \"The average GDP per Capita of all other \"\n",
+    "    f\"countries is: ${avg_income_of_non_producers:,.0f}.\"\n",
     ")"
    ]
   },

diff --git a/...tebooks/PDS_not_yet_in_coursera/20_programming_concepts/defensive_programming_tests.ipynb b/...tebooks/PDS_not_yet_in_coursera/20_programming_concepts/defensive_programming_tests.ipynb
@@ -204,10 +204,12 @@
     "avg_income_of_non_producers = wdi.loc[~wdi[\"large_oil_producers\"], \"gdppcap08\"].mean()\n",
     "\n",
     "print(\n",
-    "    f\"The average GDP per Capita of the ten largest oil producers is: ${avg_income_of_large_producers:,.0f}.\"\n",
+    "    \"The average GDP per Capita of the ten largest \"\n",
+    "    f\"oil producers is: ${avg_income_of_large_producers:,.0f}.\"\n",
     ")\n",
     "print(\n",
-    "    f\"The average GDP per Capita of all other countries is: ${avg_income_of_non_producers:,.0f}.\"\n",
+    "    \"The average GDP per Capita of all other \"\n",
+    "    f\"countries is: ${avg_income_of_non_producers:,.0f}.\"\n",
     ")"
    ]
   },

diff --git a/docs/genindex.html b/docs/genindex.html
@@ -31,7 +31,7 @@
     <link rel="stylesheet" type="text/css" href="_static/styles/sphinx-book-theme.css?v=a3416100" />
     <link rel="stylesheet" type="text/css" href="_static/togglebutton.css?v=13237357" />
     <link rel="stylesheet" type="text/css" href="_static/copybutton.css?v=76b2166b" />
-    <link rel="stylesheet" type="text/css" href="_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
+    <link rel="stylesheet" type="text/css" href="_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css?v=be8a1c11" />
     <link rel="stylesheet" type="text/css" href="_static/sphinx-thebe.css?v=4fa983c6" />
     <link rel="stylesheet" type="text/css" href="_static/sphinx-design.min.css?v=95c83b7e" />
 

diff --git a/docs/ids720_specific/exercises/Exercise_cloud_dukesubscription.html b/docs/ids720_specific/exercises/Exercise_cloud_dukesubscription.html
@@ -32,7 +32,7 @@
     <link rel="stylesheet" type="text/css" href="../../_static/styles/sphinx-book-theme.css?v=a3416100" />
     <link rel="stylesheet" type="text/css" href="../../_static/togglebutton.css?v=13237357" />
     <link rel="stylesheet" type="text/css" href="../../_static/copybutton.css?v=76b2166b" />
-    <link rel="stylesheet" type="text/css" href="../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
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