update

pages/2_↔️_Comparision.py

@@ -21,9 +21,9 @@ st.sidebar.info(
 st.title("Comparision of Hate Tweets and Crime Rates")
 st.markdown(
     """
-    These interactive maps illustrate a comparison of overall borough-level rates based on Twitter and London Metropolitan Police Service data as of December 2022.
+    These interactive maps illustrate a comparison of overall borough-level rates based on Twitter and London Metropolitan Police Service (MPS) data as of December 2022.
     
-    The interactive map in the first column displays the representation of hate tweets, while the interactive map in the second column represents the rates of all crimes.
+    In the first map shows the representation of hate tweets according to Twitter data, while the second map shows the representation of rates of all crimes according to MPS data.
     
     """
 )

requirements.txt

@@ -1,34 +1,12 @@
 --find-links=https://girder.github.io/large_image_wheels GDAL
---extra-index-url https://download.pytorch.org/whl/cu113
-# cartopy
 folium==0.13.0
-# ipywidgets<8.0.5
 geemap
 ffmpeg-python
 geopandas
-jupyter-server-proxy
-# keplergl
 leafmap>=0.18.6
-localtileserver
-nbserverproxy
 owslib
 palettable
 plotly
 streamlit
 streamlit-bokeh-events
-streamlit-folium
-streamlit-keplergl
-tropycal
-streamlit-chat
-streamlit-extras
-hugchat
-# git+https://github.com/giswqs/leafmap
-# git+https://github.com/giswqs/geemap
-torch==1.12.0+cu113
-fairscale
-sentencepiece
-Pillow
-huggingface_hub
-git+https://github.com/csuhan/timm_0_3_2.git
-git+https://github.com/openai/CLIP.git
-gradio
+streamlit-folium