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diff --git a/09_DevelopingDataProducts/lectures/slidify.pdf b/09_DevelopingDataProducts/lectures/slidify.pdf
index 25a68e6d5..1507b8ade 100644
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diff --git a/09_DevelopingDataProducts/rMaps/index.Rmd b/09_DevelopingDataProducts/rMaps/index.Rmd
index 2cf06211c..42cddcbeb 100644
--- a/09_DevelopingDataProducts/rMaps/index.Rmd
+++ b/09_DevelopingDataProducts/rMaps/index.Rmd
@@ -49,20 +49,20 @@ install_github('ramnathv/rMaps')
 ---
 ## Creating a map
 ```
-library(rjson); library(rMaps)
-crosslet(
-  x = "country", 
-  y = c("web_index", "universal_access", "impact_empowerment", "freedom_openness"),
-  data = web_index
-)
+#library(rjson); library(rMaps)
+#crosslet(
+#  x = "country", 
+#  y = c("web_index", "universal_access", "impact_empowerment", #"freedom_openness"),
+#  data = web_index
+#)
 ```
 
 ---
 ```{r, echo=FALSE, warning=FALSE, results='hide'}
-library(rjson); library(rMaps)
-crosslet(
-  x = "country", 
-  y = c("web_index", "universal_access", "impact_empowerment", "freedom_openness"),
-  data = web_index
-)
+#library(rjson); library(rMaps)
+#crosslet(
+#  x = "country", 
+#  y = c("web_index", "universal_access", "impact_empowerment", #"freedom_openness"),
+#  data = web_index
+#)
 ```
diff --git a/09_DevelopingDataProducts/shiny/index.html b/09_DevelopingDataProducts/shiny/index.html
index 784c52f12..56f105f2a 100644
--- a/09_DevelopingDataProducts/shiny/index.html
+++ b/09_DevelopingDataProducts/shiny/index.html
@@ -260,7 +260,7 @@ <h2>R functions for HTML markup</h2>
 
 <slide class="" id="slide-12" style="background:;">
   <article data-timings="">
-    <p><img src="fig/markup.png" alt="markup" title="Marup in ui.R"></p>
+    <p><img src="fig/markup.png" alt="markup" title="Markup in ui.R"></p>
 
   </article>
   <!-- Presenter Notes -->
diff --git a/09_DevelopingDataProducts/shiny/index.md b/09_DevelopingDataProducts/shiny/index.md
index efe2138ce..d2c0dc349 100644
--- a/09_DevelopingDataProducts/shiny/index.md
+++ b/09_DevelopingDataProducts/shiny/index.md
@@ -128,7 +128,7 @@ shinyUI(pageWithSidebar(
 ```
 
 ---
-![markup](fig/markup.png 'Marup in ui.R')
+![markup](fig/markup.png 'Markup in ui.R')
 
 
 ---