Update app.py

app.py

@@ -36,7 +36,7 @@ st.sidebar.write(
     """<p class="text-justify">
     An interactive t-SNE visualization featuring over 1K papers (titles and abstracts), sourced from the 
     <a href="https://gwf-uwaterloo.github.io/gwf-publications/">Global Water Futures</a> program,
-    embedded via 
+    and embedded via 
     <a href="https://huggingface.co/allenai/specter2_base">spectre2</a>.
     For more information, check out our step-by-step guide: <a href="https://huggingface.co/spaces/gwf-uwaterloo/acl-spectrum/blob/main/scipapers_scatter.ipynb">here</a>.
     </p>""",
@@ -153,4 +153,4 @@ fig.update_layout(
 fig.update_xaxes(title="")
 fig.update_yaxes(title="")
 
-st.plotly_chart(fig, use_container_width=True)
+st.plotly_chart(fig, use_container_width=True)