diff --git a/.idea/dictionaries/Dustin_Pianalto.xml b/.idea/dictionaries/Dustin_Pianalto.xml
new file mode 100644
index 0000000..cee1eed
--- /dev/null
+++ b/.idea/dictionaries/Dustin_Pianalto.xml
@@ -0,0 +1,15 @@
+<component name="ProjectDictionaryState">
+  <dictionary name="Dustin.Pianalto">
+    <words>
+      <w>binwidth</w>
+      <w>dataset</w>
+      <w>ggplot</w>
+      <w>lada</w>
+      <w>ncol</w>
+      <w>qplot</w>
+      <w>xlab</w>
+      <w>xlim</w>
+      <w>ylab</w>
+    </words>
+  </dictionary>
+</component>
\ No newline at end of file
diff --git a/.idea/libraries/R_User_Library.xml b/.idea/libraries/R_User_Library.xml
new file mode 100644
index 0000000..71f5ff7
--- /dev/null
+++ b/.idea/libraries/R_User_Library.xml
@@ -0,0 +1,6 @@
+<component name="libraryTable">
+  <library name="R User Library">
+    <CLASSES />
+    <SOURCES />
+  </library>
+</component>
\ No newline at end of file
diff --git a/.idea/vcs.xml b/.idea/vcs.xml
new file mode 100644
index 0000000..94a25f7
--- /dev/null
+++ b/.idea/vcs.xml
@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="$PROJECT_DIR$" vcs="Git" />
+  </component>
+</project>
\ No newline at end of file
diff --git a/lesson3/lesson3_student.rmd b/lesson3/lesson3_student.rmd
index cb351fd..17a6de0 100644
--- a/lesson3/lesson3_student.rmd
+++ b/lesson3/lesson3_student.rmd
@@ -73,7 +73,7 @@ qplot(x=dob_day, data=pf, binwidth = 1) +
 #### Let’s take another look at our plot. What stands out to you here?
 Response:
 
-Most of the 1st birthdays are in Janually, probably from FBs default or choosing the first option on the list.
+Most of the 1st birthdays are in January, probably from FBs default or choosing the first option on the list.
 
 ### Be Skeptical - Outliers and Anomalies
 Notes:
@@ -220,7 +220,7 @@ Get the min max from the data with summary(pf$age)
 ### Lada's Money Bag Meme
 Notes:
 
-Memes tend to reaccure.
+Memes tend to reoccur.
 Log scale instead of linear can show low numbers
 
 ### Transforming Data