Merge pull request #1 from LeopoldTal/master

tweak: accessibilificate plots in "Some data on the stock of EA™ funding"

blog/2022/11/20/brief-update-ea-funding/.source/analysis.R

@@ -93,7 +93,7 @@ title_text="Open Philanthropy allocation by year and cause area"
 subtitle_text="with my own aggregation of categories"
 palette = "Classic Red-Blue"
 direction = -1
-open_philanthropy_plot <- ggplot(data=df2, aes(x=year, y=amount, fill=area, group=amount))+
+open_philanthropy_plot <- ggplot(data=df2, aes(x=year, y=amount, fill=area))+
   geom_bar(stat="identity")+
   labs(
     title=title_text,
@@ -133,53 +133,66 @@ coeff <- 10^7*4
 wealth <- c(6, 8, 12, 15, 18, 12, 14, 19, 14)
 df2$wealth <- rep(wealth * coeff, num_areas)
 
-open_philanthropy_plot_with_fortune <- ggplot(data=df2, aes(x=year, y=amount, fill=area, group=amount))+
+make_fortune_plot <- function(show_fortune_legend = FALSE) {
-  geom_bar(stat="identity")+
+  open_philanthropy_plot_with_fortune <- ggplot(data=df2, aes(x=year, y=amount, fill=area))+
-  geom_point(aes(x=year, y=wealth), size=2, color="darkblue", shape=4)+
+    geom_bar(stat="identity")+
-  labs(
+    geom_point(
-    title=title_text,
+      aes(x=year, y=wealth), size=2, color="darkblue", shape=4,
-    subtitle=subtitle_text,
+      show.legend=show_fortune_legend
-    x=element_blank(),
-    y=element_blank()
-  ) +
-  # scale_fill_wsj() +
-  # scale_fill_tableau(dir =1) +
-  # scale_fill_tableau(palette, dir=direction) +
-  # scale_fill_viridis(discrete = TRUE) +
-  # scale_fill_brewer(palette = "Set2") +
-  
-  scale_fill_d3( "category20", alpha=0.8) +
-  # scale_fill_uchicago("dark") +
-  # scale_fill_startrek() +
-  scale_y_continuous(
-    labels = scales::dollar_format(scale = 0.000001, suffix = "M"), 
-    name="OpenPhil donations", 
-    breaks = c(0:5)*10^8, 
-    sec.axis = sec_axis(
-      ~.*1, 
-      name="Dustin Moskovitz's fortune\n(est. Bloomberg)", 
-      breaks = seq(0,20,by=5)*coeff,
-      labels = c("$0B", "$5B","$10B","$15B", "$20B")
-      ),
-    limits=c(0,8*10^8)
     )+
-  scale_x_continuous(breaks = years)+
+    labs(
-  theme_tufte() +
+      title=title_text,
-  theme(
+      subtitle=subtitle_text,
-    legend.title = element_blank(),
+      x=element_blank(),
-    plot.title = element_text(hjust = 0.5),
+      y=element_blank()
-    plot.subtitle = element_text(hjust = 0.5),
+    ) +
-    legend.position="bottom",
+    # scale_fill_wsj() +
-    legend.box="vertical",
+    # scale_fill_tableau(dir =1) +
-    axis.text.x=element_text(angle=60, hjust=1),
+    # scale_fill_tableau(palette, dir=direction) +
-    axis.title.y = element_text(vjust=3, hjust=0.25, size=10),
+    # scale_fill_viridis(discrete = TRUE) +
-    axis.title.y.right = element_text(vjust=3, hjust=0.5, size=10),
+    # scale_fill_brewer(palette = "Set2") +
-    legend.text=element_text(size=8)
-  ) + 
-  guides(fill=guide_legend(nrow=4,byrow=TRUE))
-# open_philanthropy_plot_with_fortune
 
-height = 6
+    scale_fill_d3( "category20", alpha=0.8) +
-width = 5
+    # scale_fill_uchicago("dark") +
+    # scale_fill_startrek() +
+    scale_y_continuous(
+      labels = scales::dollar_format(scale = 0.000001, suffix = "M"),
+      name="OpenPhil donations",
+      breaks = c(0:5)*10^8,
+      sec.axis = sec_axis(
+        ~.*1,
+        name="Dustin Moskovitz's fortune\n(est. Bloomberg)",
+        breaks = seq(0,20,by=5)*coeff,
+        labels = c("$0B", "$5B","$10B","$15B", "$20B")
+        ),
+      limits=c(0,8*10^8)
+      )+
+    scale_x_continuous(breaks = years)+
+    theme_tufte() +
+    theme(
+      legend.title = element_blank(),
+      plot.title = element_text(hjust = 0.5),
+      plot.subtitle = element_text(hjust = 0.5),
+      legend.position="bottom",
+      legend.box="vertical",
+      axis.text.x=element_text(angle=60, hjust=1),
+      axis.title.y = element_text(vjust=3, hjust=0.25, size=10),
+      axis.title.y.right = element_text(vjust=3, hjust=0.5, size=10),
+      legend.text=element_text(size=8)
+    ) +
+    guides(fill=guide_legend(nrow=4,byrow=TRUE))
+  # open_philanthropy_plot_with_fortune
 
-ggsave(plot=open_philanthropy_plot_with_fortune, "open_philanthropy_plot_with_fortune.png", width=width, height=height, bg = "white")
+  height = 6
+  width = 5
+
+  filename = ifelse(
+    show_fortune_legend,
+    "open_philanthropy_plot_with_fortune.png",
+    "open_philanthropy_plot_with_fortune_clean_labels.png"
+  )
+  ggsave(plot=open_philanthropy_plot_with_fortune, filename, width=width, height=height, bg = "white")
+}
+
+make_fortune_plot(TRUE)
+make_fortune_plot(FALSE)

blog/2022/11/20/brief-update-ea-funding/index.md

@@ -5,15 +5,15 @@ Some data on the stock of EA™ funding
 
 Open Philanthropy's allocation of funding through time looks as follows:
 
-![](https://i.imgur.com/RwD1pP9.png)
+![Bar graph of OpenPhil allocation by year. Global health leads for most years. Catastrophic risks are usually second since 2017. Overall spend increases over time.](https://i.imgur.com/RwD1pP9.png)
 
 Dustin Moskovitz's wealth looks, per [Bloomberg](https://www.bloomberg.com/billionaires/profiles/dustin-a-moskovitz), like this:
 
-![](https://i.imgur.com/cObIgOQ.png)
+![Line chart of Dustin Moskovitz's wealth over time, with a dip in 2019 and a peak in 2021.](https://i.imgur.com/cObIgOQ.png)
 
 If we plot the two together, we don't see that much of a correlation:
 
-![](https://i.imgur.com/NhhiLqd.png)
+![Combination of the previous two charts. Moskovitz's fortune does not match changes in total spend or category composition.](https://i.imgur.com/NhhiLqd.png)
 
 Holden Karnofsky, head of Open Philanthropy, [writes](https://forum.effectivealtruism.org/posts/mCCutDxCavtnhxhBR/some-comments-on-recent-ftx-related-events) that the Blomberg estimates might not be all that accurate:
 
@@ -25,7 +25,7 @@ In mid 2022, Forbes put Sam Bankman-Fried's wealth at [$24B](https://www.forbes.
 
 The analysis becomes a bit more interesting if we look only at longtermism and GCRs:
 
-![](https://i.imgur.com/OZwHMtV.png)
+![Bar graph of OpenPhil allocation to catastrophic risks by year. AI leads most years, followed by biosecurity.](https://i.imgur.com/OZwHMtV.png)
 
 In contrast, per [Forbes](https://web.archive.org/web/20221116022228/https://fortune.com/2022/11/14/balkman-fried-ftx-collapse-threatens-effective-altruism-billions-charity-philanthropy/), the FTX Foundation had given out $160M by September 2022. My sense is that most (say, maybe 50% to 80%) of those grants went to "longtermist" cause areas, broadly defined. In addition, SBF and other FTX employees led a $580M funding round for [Anthropic](https://www.privateequitywire.co.uk/2022/05/05/314319/ftx-ceo-leads-580m-series-b-round-anthropic)