goodness gracious

apreshill · Apr 17, 2018 · f8066ac · f8066ac
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diff --git a/00-install_name_plot.html b/00-install_name_plot.html
@@ -277,7 +277,7 @@
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
-  <a href="slides.html">Slides</a>
+  <a href="slides.html">Slides &amp; Reading</a>
 </li>
 <li>
   <a href="data-vis-resources.html">Resources</a>

diff --git a/01-addendum.html b/01-addendum.html
@@ -277,7 +277,7 @@
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
-  <a href="slides.html">Slides</a>
+  <a href="slides.html">Slides &amp; Reading</a>
 </li>
 <li>
   <a href="data-vis-resources.html">Resources</a>

diff --git a/01-eda_hot_dogs.html b/01-eda_hot_dogs.html
@@ -286,7 +286,7 @@
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
-  <a href="slides.html">Slides</a>
+  <a href="slides.html">Slides &amp; Reading</a>
 </li>
 <li>
   <a href="data-vis-resources.html">Resources</a>

diff --git a/01-eda_hot_dogs_cache/html/__packages b/01-eda_hot_dogs_cache/html/__packages
@@ -8,7 +8,7 @@ purrr
 dplyr
 stringr
 forcats
-extrafont
+babynames
 bindrcpp
+extrafont
 ggthemes
-babynames
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diff --git a/02-addendum.Rmd b/02-addendum.Rmd
@@ -24,13 +24,52 @@ moma_singles_summary <- moma %>%
          artist_gender = as.factor(artist_gender)) %>% 
   group_by(year_acquired, artist_gender) %>% 
   summarize(n_acquired = n(),
-            mean_lag = mean(lag_acquired)) %>% 
+            median_lag = median(lag_acquired)) %>% 
   complete(year_acquired, artist_gender, 
            fill = list(n_acquired = 0))
 
 ggplot(moma_singles_summary, aes(x = year_acquired, 
                                  y = n_acquired,
                                  color = artist_gender)) +
   geom_point()
+
+ggplot(moma_singles_summary, aes(x = year_acquired, 
+                                 y = median_lag,
+                                 color = artist_gender,
+                                 group = artist_gender)) +
+  geom_point() +
+  geom_line()
+```
+
+Tag top artists
+
+
+```{r}
+top_artists <- moma %>% 
+  count(artist_gender, artist, sort = TRUE) %>% 
+  group_by(artist_gender) %>% 
+  top_n(1) %>% 
+  filter(!is.na(artist_gender)) %>% 
+  pull(artist)
+
+moma <- moma %>% 
+  mutate(top_to_color = case_when(
+    artist %in% top_artists & artist_gender == "Male" ~ "Picasso",
+    artist %in% top_artists & artist_gender == "Female" ~ "Levine"
+  ))
+
+moma_top <- moma %>% 
+  filter(!is.na(top_to_color))
+
+moma_else <- moma %>% 
+  filter(is.na(top_to_color))
+
+# need to separate plotting of "NA" points
+# plot Levine and Picasso points with separate geom layer
+ggplot(data = NULL, aes(year_created, year_acquired)) +
+  geom_point(data = moma_else, color = "grey70", alpha = .5) +
+  geom_point(data = moma_top, aes(color = top_to_color), size = 2) +
+  labs(x = "Year Painted", y = "Year Acquired") +
+  ggtitle("MoMA Keeps Its Collection Current") 
 ```
 
diff --git a/02-addendum.html b/02-addendum.html
@@ -277,7 +277,7 @@
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
-  <a href="slides.html">Slides</a>
+  <a href="slides.html">Slides &amp; Reading</a>
 </li>
 <li>
   <a href="data-vis-resources.html">Resources</a>
@@ -315,7 +315,7 @@ <h4 class="author"><em>Alison Hill</em></h4>
          artist_gender = as.factor(artist_gender)) %&gt;% 
   group_by(year_acquired, artist_gender) %&gt;% 
   summarize(n_acquired = n(),
-            mean_lag = mean(lag_acquired)) %&gt;% 
+            median_lag = median(lag_acquired)) %&gt;% 
   complete(year_acquired, artist_gender, 
            fill = list(n_acquired = 0))
 
@@ -324,6 +324,41 @@ <h4 class="author"><em>Alison Hill</em></h4>
                                  color = artist_gender)) +
   geom_point()</code></pre>
 <p><img src="02-addendum_files/figure-html/unnamed-chunk-1-1.png" width="672" /></p>
+<pre class="r"><code>ggplot(moma_singles_summary, aes(x = year_acquired, 
+                                 y = median_lag,
+                                 color = artist_gender,
+                                 group = artist_gender)) +
+  geom_point() +
+  geom_line()</code></pre>
+<p><img src="02-addendum_files/figure-html/unnamed-chunk-1-2.png" width="672" /></p>
+<p>Tag top artists</p>
+<pre class="r"><code>top_artists &lt;- moma %&gt;% 
+  count(artist_gender, artist, sort = TRUE) %&gt;% 
+  group_by(artist_gender) %&gt;% 
+  top_n(1) %&gt;% 
+  filter(!is.na(artist_gender)) %&gt;% 
+  pull(artist)
+
+moma &lt;- moma %&gt;% 
+  mutate(top_to_color = case_when(
+    artist %in% top_artists &amp; artist_gender == &quot;Male&quot; ~ &quot;Picasso&quot;,
+    artist %in% top_artists &amp; artist_gender == &quot;Female&quot; ~ &quot;Levine&quot;
+  ))
+
+moma_top &lt;- moma %&gt;% 
+  filter(!is.na(top_to_color))
+
+moma_else &lt;- moma %&gt;% 
+  filter(is.na(top_to_color))
+
+# need to separate plotting of &quot;NA&quot; points
+# plot Levine and Picasso points with separate geom layer
+ggplot(data = NULL, aes(year_created, year_acquired)) +
+  geom_point(data = moma_else, color = &quot;grey70&quot;, alpha = .5) +
+  geom_point(data = moma_top, aes(color = top_to_color), size = 2) +
+  labs(x = &quot;Year Painted&quot;, y = &quot;Year Acquired&quot;) +
+  ggtitle(&quot;MoMA Keeps Its Collection Current&quot;) </code></pre>
+<p><img src="02-addendum_files/figure-html/unnamed-chunk-2-1.png" width="672" /></p>
 
 <p>
 <a rel="license" href="http://creativecommons.org/licenses/by-nc/4.0/">

diff --git a/02-addendum_files/figure-html/unnamed-chunk-1-2.png b/02-addendum_files/figure-html/unnamed-chunk-1-2.png
diff --git a/02-addendum_files/figure-html/unnamed-chunk-2-1.png b/02-addendum_files/figure-html/unnamed-chunk-2-1.png
diff --git a/02-moma.Rmd b/02-moma.Rmd
@@ -33,7 +33,7 @@ knitr::include_url("https://apreshill.github.io/data-vis-labs-2018/slides/02-sli
 
 # Inspiration + data
 
-We'll use data from the Museum of Modern Art (MOMA)
+We'll use data from the Museum of Modern Art (MoMA)
 
 - Publicly available on [GitHub](https://github.com/MuseumofModernArt/collection)
 - As analyzed by [fivethirtyeight.com](https://fivethirtyeight.com/features/a-nerds-guide-to-the-2229-paintings-at-moma/)

diff --git a/02-moma.html b/02-moma.html
@@ -286,7 +286,7 @@
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
-  <a href="slides.html">Slides</a>
+  <a href="slides.html">Slides &amp; Reading</a>
 </li>
 <li>
   <a href="data-vis-resources.html">Resources</a>
@@ -340,7 +340,7 @@ <h1><span class="header-section-number">2</span> Slides for today</h1>
 </div>
 <div id="inspiration-data" class="section level1">
 <h1><span class="header-section-number">3</span> Inspiration + data</h1>
-<p>We’ll use data from the Museum of Modern Art (MOMA)</p>
+<p>We’ll use data from the Museum of Modern Art (MoMA)</p>
 <ul>
 <li>Publicly available on <a href="https://github.com/MuseumofModernArt/collection">GitHub</a></li>
 <li>As analyzed by <a href="https://fivethirtyeight.com/features/a-nerds-guide-to-the-2229-paintings-at-moma/">fivethirtyeight.com</a></li>

diff --git a/02-moma_cache/html/__packages b/02-moma_cache/html/__packages
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diff --git a/02-moma_cache/html/load-packages_50fb52df86219f74fff786bc94d59933.rdx b/02-moma_cache/html/load-packages_50fb52df86219f74fff786bc94d59933.rdx
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diff --git a/02a-moma-cleaning.html b/02a-moma-cleaning.html
@@ -179,7 +179,7 @@
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
-  <a href="slides.html">Slides</a>
+  <a href="slides.html">Slides &amp; Reading</a>
 </li>
 <li>
   <a href="data-vis-resources.html">Resources</a>

diff --git a/03-colors_and_animal_words.html b/03-colors_and_animal_words.html
@@ -277,7 +277,7 @@
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
-  <a href="slides.html">Slides</a>
+  <a href="slides.html">Slides &amp; Reading</a>
 </li>
 <li>
   <a href="data-vis-resources.html">Resources</a>

diff --git a/03a-animal-word-cleaning.html b/03a-animal-word-cleaning.html
@@ -179,7 +179,7 @@
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
-  <a href="slides.html">Slides</a>
+  <a href="slides.html">Slides &amp; Reading</a>
 </li>
 <li>
   <a href="data-vis-resources.html">Resources</a>

diff --git a/README.html b/README.html
@@ -178,7 +178,7 @@
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
-  <a href="slides.html">Slides</a>
+  <a href="slides.html">Slides &amp; Reading</a>
 </li>
 <li>
   <a href="data-vis-resources.html">Resources</a>

diff --git a/_site.yml b/_site.yml
@@ -3,7 +3,7 @@ output_dir: '.'
 navbar:
   title: CS631 Labs
   left:
-  - text: Slides
+  - text: Slides & Reading
     href: slides.html
   - text: Resources
     href: data-vis-resources.html

diff --git a/about.html b/about.html
@@ -179,7 +179,7 @@
     <div id="navbar" class="navbar-collapse collapse">
       <ul class="nav navbar-nav">
         <li>
-  <a href="slides.html">Slides</a>
+  <a href="slides.html">Slides &amp; Reading</a>
 </li>
 <li>
   <a href="data-vis-resources.html">Resources</a>

diff --git a/data-vis-resources.Rmd b/data-vis-resources.Rmd
@@ -1,14 +1,8 @@
 ---
 title: "Resources"
-output:
-  html_document:
-    toc: true
-    toc_depth: 2
-    toc_float: TRUE
-    number_sections: true
+output: html_document
 ---
 
-# Talks & Workshops
 
 ## Take A Sad Plot & Make It Better
 
@@ -27,11 +21,4 @@ Workshop given at OHSU Data Jamboree
 
 https://alison.rbind.io/html/jamboree_heart_ggplot.html
 
-# Reading
 
-Free books, available to read online:
-
-- Modern Dive chapter on Data Visualization: http://moderndive.com/3-viz.html
-- R for Data Science chapter on Data Visualization: http://r4ds.had.co.nz/data-visualisation.html
-- Fundamentals of Data Visualization: http://serialmentor.com/dataviz/
-- Data Visualization: A Practical Introduction: http://socviz.co