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Text_analysis_and_metadata_app
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UjjwalVIT commited on
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48beee2
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1 Parent(s): 2f5dec2

summ

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Files changed (1) hide show
  1. app.py +30 -22
app.py CHANGED
@@ -61,15 +61,39 @@ def main():
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  with c2:
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  with st.expander("TextRank Summary"):
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- text_summary=sumy_text_summarizer(raw_text)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  document_len={"Original":len(raw_text),
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  "Summary":len(summary)
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  }
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  st.write(document_len)
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- st.write(text_summary)
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-
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  st.info("Rouge Score")
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- score=evaluate_summary(text_summary,raw_text)
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  st.write(score.T)
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  st.subheader(" ")
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  score['metrics']=score.index
@@ -77,24 +101,8 @@ def main():
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  x='metrics',y='rouge-1'
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  )
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  st.altair_chart(c)
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-
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- st.subheader("Bart Sumary")
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- with st.expander("Bart Summary"):
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- bart_summ = bart_summary(raw_text)
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- document_len={"Original":len(raw_text),
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- "Summary":len(summary)
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- }
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- st.write(document_len)
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- st.write(bart_summ)
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- st.info("Rouge Score")
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- score=evaluate_summary(bart_summ,raw_text)
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- st.write(score.T)
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- st.subheader(" ")
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- score['metrics']=score.index
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- c=at.Chart(score).mark_bar().encode(
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- x='metrics',y='rouge-1'
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- )
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- st.altair_chart(c)
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  st.subheader("T5 Sumarization")
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  with st.expander("T5 Summary"):
 
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  with c2:
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  with st.expander("TextRank Summary"):
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+ try:
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+ text_summary=sumy_text_summarizer(raw_text)
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+ document_len={"Original":len(raw_text),
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+ "Summary":len(summary)
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+ }
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+ st.write(document_len)
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+ st.write(text_summary)
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+
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+ st.info("Rouge Score")
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+ score=evaluate_summary(text_summary,raw_text)
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+ st.write(score.T)
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+ st.subheader(" ")
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+ score['metrics']=score.index
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+ c=at.Chart(score).mark_bar().encode(
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+ x='metrics',y='rouge-1'
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+ )
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+ st.altair_chart(c)
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+
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+ except:
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+ st.warning('Insufficient data')
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+
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+
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+ st.subheader("Bart Sumary")
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+ with st.expander("Bart Summary"):
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+ try:
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+ bart_summ = bart_summary(raw_text)
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  document_len={"Original":len(raw_text),
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  "Summary":len(summary)
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  }
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  st.write(document_len)
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+ st.write(bart_summ)
 
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  st.info("Rouge Score")
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+ score=evaluate_summary(bart_summ,raw_text)
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  st.write(score.T)
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  st.subheader(" ")
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  score['metrics']=score.index
 
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  x='metrics',y='rouge-1'
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  )
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  st.altair_chart(c)
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+ except:
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+ st.warning('Insufficient data')
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  st.subheader("T5 Sumarization")
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  with st.expander("T5 Summary"):