Fix bug with pandas from_dict and removed text

app.py

@@ -12,9 +12,7 @@ st.markdown('We study the relationshis between the stories using a network. The
 st.markdown('## Short Stories')
 st.markdown('We are using a sample fo the [TinyStories](roneneldan/TinyStories) dataset from roneneldan work')
 text_text = dataset['train'][10]['text']
-st.write(text_text)
-st.markdown(':red[' + text_text + ']' )
-st.markdown("The next word is <span style='color:red'>" + text_text.replace('\n',' ') + "</span>",unsafe_allow_html=True)
+st.markdown("<span style='color:red'>" + text_text.replace('\n',' ') + "</span>",unsafe_allow_html=True)
 
 st.markdown('The threshold changes the level of connectivity in the network. The reange is from 0 (less similar) to 1 (completely similar)')
 threshhold = st.slider('Threshhold',0.0,1.0,step=0.1)
@@ -113,5 +111,5 @@ return_value = agraph(nodes=nodes,
 
 st.markdown('The Laplacian centrality is a measure of closeness')
 st.write(str(nx.laplacian_centrality(G)))
-df_lc = pd.from_dict(nx.laplacian_centrality(G))
+df_lc = pd.DataFrame.from_dict(nx.laplacian_centrality(G))
 st.bar_chart(df_lc)