Add:Added write-up

app.py

@@ -64,3 +64,26 @@ special = alt.vconcat(
 
 # Display mixed chart
 st.altair_chart(special)
+
+
+st.divider()
+st.title("1st Plot Write-UP")
+st.write("""
+Boxplot of Unique Shapes
+The first visualization is a boxplot that highlights the distribution of UFO sighting durations (in seconds) for various unique shapes, categorized by country. 
+The x-axis uses a logarithmic scale to better handle the wide range of duration values, from very short sightings to extremely long ones.
+ The y-axis categorizes the different shapes, providing a clear comparison across them.
+  The choice of color encodes the country of origin for each sighting, using a distinct palette to differentiate between countries like the US, Canada, and Australia. This design choice helps identify patterns or anomalies in specific shapes or countries. If given more time, I would enhance this visualization by adding interactivity, such as tooltips showing additional details (e.g., exact duration, date) and filters to focus on specific countries or shapes.
+Bar and Line Charts: UFO Sightings by Country and Year
+""")
+
+st.title("2nd Plot Write-UP")
+st.write("""
+The second set of visualizations comprises a bar chart and a line chart. 
+The bar chart visualizes the total duration of UFO sightings per country using a logarithmic scale on the y-axis to accommodate the large variation in total durations.
+ Each country is represented with distinct colors for clarity.
+  The line chart complements this by showing the average duration of sightings over time for each country, allowing trends to emerge across decades.
+   The use of separate color encodings for countries ensures consistency and readability across both charts.
+    If I had more time, I would refine the line chart by smoothing out noisy data points and adding annotations to highlight significant spikes or trends in specific years.
+     Additionally, I would incorporate hover-based interactivity to display exact values and additional metadata for each data point.
+""")