Update app.py

app.py

@@ -56,4 +56,9 @@ hide_streamlit_style = """
             footer {visibility: hidden;}
             </style>
             """
-st.markdown(hide_streamlit_style, unsafe_allow_html=True) 
+st.markdown(hide_streamlit_style, unsafe_allow_html=True)
+st.markdown("""
+            The above visualization shows the joint effect of data and prior on the posterior. There are some interesting observations here:
+            * When prior is Beta(1, 1), it becomes Uniform prior and thus uninformative. In this case, posterior matches with likelihood.
+            * With an increase in the number of samples, the posterior gets closer to the likelihood. Thus, when the number of samples is less, prior plays an important role.
+            """)