updating week 3 content

app/pages/week_3.py

@@ -323,9 +323,24 @@ st.pyplot(fig)''',
     if st.button("Run Exercise Code"):
         output = capture_output(exercise_code, df)
         st.code(output, language="python", line_numbers=True)
-    
+
     # Section 6: Resources
-    st.header("6. Additional Resources")
+    st.header("6. Homework This Week")
+    st.markdown("""
+    1. Please use your research dataset to complete the following tasks:
+        - Analyze data for any missing values
+        - Get basic information about the dataset (Hint use the [Dataset Information](#dataset-information) section above)
+        - Create visualizations to understand the data
+                - Hint use the [Create Your Own Visualizations](#create-your-own-visualizations) section above
+        - Write a report of your findings and save the graphs produced
+            - Your report should cover what you find interesting about the data
+            - Possible research questions
+                
+    - Please submit your homework on Canvas
+    """)
+  
+    # Section 7: Resources
+    st.header("7. Additional Resources")
     st.markdown("""
     - [EDA with Categorical Variables](https://github.com/hoffm386/eda-with-categorical-variables)
     - [Kaggle EDA Tutorial](https://www.kaggle.com/code/kashnitsky/topic-1-exploratory-data-analysis-with-pandas)