diff --git a/3-Data-Visualization/10-visualization-quantities/README.md b/3-Data-Visualization/10-visualization-quantities/README.md
index c136ea93..72f8e813 100644
--- a/3-Data-Visualization/10-visualization-quantities/README.md
+++ b/3-Data-Visualization/10-visualization-quantities/README.md
@@ -189,17 +189,16 @@ In this plot you can see the range, per category, of the Minimum Length and Maxi
 
 ![superimposed values](images/superimposed.png)
 
-
 ## 🚀 Challenge
 
-
+This bird dataset offers a wealth of information about different types of birds within a particular ecosystem. Search around the internet and see if you can find other bird-oriented datasets. Practice building charts and graphs around these birds to discover facts you didn't realize.
 ## Post-Lecture Quiz
 
 [Post-lecture quiz]()
 
 ## Review & Self Study
 
-
+This first lesson has given you some information about how to use Matplotlib to visualize quantities. Do some research around other ways to work with datasets for visualization. [Plotly](https://github.com/plotly/plotly.py) is one that we won't cover in these lessons, so take a look at what it can offer.
 ## Assignment
 
-[Assignment Title](assignment.md)
+[Lines, Scatters, and Bars](assignment.md)
diff --git a/3-Data-Visualization/10-visualization-quantities/assignment.md b/3-Data-Visualization/10-visualization-quantities/assignment.md
index b7af6412..6caa81fd 100644
--- a/3-Data-Visualization/10-visualization-quantities/assignment.md
+++ b/3-Data-Visualization/10-visualization-quantities/assignment.md
@@ -1,8 +1,11 @@
-# Title
+# Lines, Scatters and Bars
 
 ## Instructions
 
+In this lesson, you worked with line charts, scatterplots, and bar charts to show interesting facts about this dataset. In this assignment, dig deeper into the dataset to discover a fact about a given type of bird. For example, create a notebook visualizing all the interesting data you can uncover about Snow Geese. Use the three plots mentioned above to tell a story in your notebook.
+
 ## Rubric
 
 Exemplary | Adequate | Needs Improvement
 --- | --- | -- |
+A notebook is presented with good annotations, solid storytelling, and attractive graphs | The notebook is missing one of these elements | The notebook is missing two of these elements
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