diff --git a/bagel/src/main/scala/spark/bagel/examples/WikipediaPageRank.scala b/bagel/src/main/scala/spark/bagel/examples/WikipediaPageRank.scala
index f37ee01fd2a8883df2ab4201e19fc8b883d8e4ec..03843019c010cf54c7c0209967d17503078862b1 100644
--- a/bagel/src/main/scala/spark/bagel/examples/WikipediaPageRank.scala
+++ b/bagel/src/main/scala/spark/bagel/examples/WikipediaPageRank.scala
@@ -8,6 +8,11 @@ import spark.bagel.Bagel._
 
 import scala.xml.{XML,NodeSeq}
 
+/**
+ * Run PageRank on XML Wikipedia dumps from http://wiki.freebase.com/wiki/WEX. Uses the "articles"
+ * files from there, which contains one line per wiki article in a tab-separated format
+ * (http://wiki.freebase.com/wiki/WEX/Documentation#articles).
+ */
 object WikipediaPageRank {
   def main(args: Array[String]) {
     if (args.length < 5) {
diff --git a/docs/_config.yml b/docs/_config.yml
index 07d068fecb1c4e0ca58da76efc737b5a6c5a78b7..ad07e3c40df40368ec23a3051d41373b395f2057 100644
--- a/docs/_config.yml
+++ b/docs/_config.yml
@@ -3,6 +3,7 @@ markdown: kramdown
 
 # These allow the documentation to be updated with nerw releases
 # of Spark, Scala, and Mesos.
-SPARK_VERSION: 0.6.0-SNAPSHOT
+SPARK_VERSION: 0.6.0
+SPARK_VERSION_SHORT: 0.6.0
 SCALA_VERSION: 2.9.2
 MESOS_VERSION: 0.9.0-incubating
diff --git a/docs/_layouts/global.html b/docs/_layouts/global.html
index dbae371513989b528b841880bd0358562bd5a414..41ad5242c90dc6c5fdda712455ddd18219fe6e40 100755
--- a/docs/_layouts/global.html
+++ b/docs/_layouts/global.html
@@ -34,7 +34,9 @@
         <div class="navbar navbar-fixed-top" id="topbar">
             <div class="navbar-inner">
                 <div class="container">
-                    <a class="brand" href="index.html"></a>
+                    <div class="brand"><a href="index.html">
+                      <img src="../img/spark-logo-77x50px-hd.png" /></a><span class="version">{{site.SPARK_VERSION_SHORT}}</span>
+                    </div>
                     <ul class="nav">
                         <!--TODO(andyk): Add class="active" attribute to li some how.-->
                         <li><a href="index.html">Overview</a></li>
diff --git a/docs/bagel-programming-guide.md b/docs/bagel-programming-guide.md
index e8d3865d75a46501b7c8880f1a4f0967e9a0c2b7..8a0fa42d946011218d89a2f3b041e3a7f37cd29b 100644
--- a/docs/bagel-programming-guide.md
+++ b/docs/bagel-programming-guide.md
@@ -158,4 +158,4 @@ trait Message[K] {
 
 ## Where to Go from Here
 
-Two example jobs, PageRank and shortest path, are included in `bagel/src/main/scala/spark/bagel/examples`. You can run them by passing the class name to the `run` script included in Spark -- for example, `./run spark.bagel.examples.ShortestPath`. Each example program prints usage help when run without any arguments.
+Two example jobs, PageRank and shortest path, are included in `bagel/src/main/scala/spark/bagel/examples`. You can run them by passing the class name to the `run` script included in Spark -- for example, `./run spark.bagel.examples.WikipediaPageRank`. Each example program prints usage help when run without any arguments.
diff --git a/docs/css/main.css b/docs/css/main.css
index f9f5c7f8ddef408e1b25a3e858330d5aadf06743..31122d563380104f928f71732fbfdc8f6857ca52 100755
--- a/docs/css/main.css
+++ b/docs/css/main.css
@@ -3,11 +3,20 @@
    ========================================================================== */
 
 .navbar .brand {
-  background: url(../img/spark-logo-77x50px-hd.png) no-repeat left center;
   height: 50px;
-  width: 77px;
+  width: 110px;
   margin-left: 1px;
-  padding: 0 10px 0 0;
+  padding: 0;
+}
+
+.version {
+  line-height: 30px;
+  vertical-align: bottom;
+  font-size: 12px;
+  padding: 0;
+  margin: 0;
+  font-weight: bold;
+  color: #777;
 }
 
 .navbar-inner {
diff --git a/docs/index.md b/docs/index.md
index 791be4c097843ddf39a26bb6e21c6b3e9c8b9f10..ed9953a59051115f2f657d5cb46e7ecb9c349a5b 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -79,13 +79,13 @@ of `project/SparkBuild.scala`, then rebuilding Spark (`sbt/sbt clean compile`).
 **External resources:**
 
 * [Spark Homepage](http://www.spark-project.org)
-* [AMP Camp](http://ampcamp.berkeley.edu/): a two-day training camp at UC Berkeley that featured talks and exercises 
-  about Spark, Shark, Mesos, and more. [Videos](http://ampcamp.berkeley.edu/agenda-2012), 
+* [Mailing List](http://groups.google.com/group/spark-users): ask questions about Spark here
+* [AMP Camp](http://ampcamp.berkeley.edu/): a two-day training camp at UC Berkeley that featured talks and exercises
+  about Spark, Shark, Mesos, and more. [Videos](http://ampcamp.berkeley.edu/agenda-2012),
   [slides](http://ampcamp.berkeley.edu/agenda-2012) and [exercises](http://ampcamp.berkeley.edu/exercises-2012) are
   available online for free.
 * [Code Examples](http://spark-project.org/examples.html): more are also available in the [examples subfolder](https://github.com/mesos/spark/tree/master/examples/src/main/scala/spark/examples) of Spark
-* [Paper describing the Spark system](http://www.cs.berkeley.edu/~matei/papers/2012/nsdi_spark.pdf)
-* [Mailing List](http://groups.google.com/group/spark-users)
+* [Paper Describing the Spark System](http://www.cs.berkeley.edu/~matei/papers/2012/nsdi_spark.pdf)
 
 # Community