Sa-m commited on
Commit
d7c764c
1 Parent(s): 728ed00

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +26 -2
app.py CHANGED
@@ -150,6 +150,28 @@ def fDistancePlot(text2Party,plotN=15):
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  return img1
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  def getSubjectivity(text):
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@@ -230,11 +252,12 @@ def analysis(Manifesto,Search):
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  fdist_Party=fDistance(text_Party)
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  img4=fDistancePlot(text_Party)
 
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  searchRes=concordance(text_Party,Search)
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  searChRes=clean(searchRes)
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  searChRes=searchRes.replace(Search,"\u0332".join(Search))
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- return searChRes,fdist_Party,img1,img2,img3,img4
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  Search_txt=gr.inputs.Textbox()
@@ -245,8 +268,9 @@ plot1=gr.outputs. Image(label='Sentiment Analysis')
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  plot2=gr.outputs.Image(label='Subjectivity Analysis')
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  plot3=gr.outputs.Image(label='Word Cloud')
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  plot4=gr.outputs.Image(label='Frequency Distribution')
 
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- io=gr.Interface(fn=analysis, inputs=[filePdf,Search_txt], outputs=[text,mfw,plot1,plot2,plot3,plot4], title='Manifesto Analysis',examples=[['./Bjp_Manifesto_2019.pdf','development'],['./Aap_Manifesto_2019.pdf','delhi'],['./Congress_Manifesto_2019.pdf','safety']])
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  io.launch(debug=False,share=True)
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  #,examples=[['./Bjp_Manifesto_2019.pdf','india'],['./Aap_Manifesto_2019.pdf',],['./Congress_Manifesto_2019.pdf',]]
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  return img1
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+ def DispersionPlot(textParty):
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+ '''
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+ Dispersion PLot
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+ '''
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+ word_tokens_party = word_tokenize(text2Party) #Tokenizing
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+ moby = Text(word_tokens_party)
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+ word_Lst=[]
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+ for x in range(5):
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+ word_Lst.append(fdist_Party.most_common(5)[x][0])
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+
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+ plt.axis('off')
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+ plt.title('Dispersion Plot')
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+ plt.figure(figsize=(4,3))
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+ moby.dispersion_plot(word_Lst)
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+ plt.tight_layout()
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+ buf = BytesIO()
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+ plt.savefig(buf)
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+ buf.seek(0)
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+ img = Image.open(buf)
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+ plt.clf()
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+ return img
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+
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  def getSubjectivity(text):
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  fdist_Party=fDistance(text_Party)
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  img4=fDistancePlot(text_Party)
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+ img5=DispersionPlot(text_Party)
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  searchRes=concordance(text_Party,Search)
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  searChRes=clean(searchRes)
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  searChRes=searchRes.replace(Search,"\u0332".join(Search))
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+ return searChRes,fdist_Party,img1,img2,img3,img4,img5
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  Search_txt=gr.inputs.Textbox()
 
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  plot2=gr.outputs.Image(label='Subjectivity Analysis')
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  plot3=gr.outputs.Image(label='Word Cloud')
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  plot4=gr.outputs.Image(label='Frequency Distribution')
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+ plot5=gr.outputs.Image(label='Dispersion Plot')
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+ io=gr.Interface(fn=analysis, inputs=[filePdf,Search_txt], outputs=[text,mfw,plot1,plot2,plot3,plot4,plot5], title='Manifesto Analysis',examples=[['./Bjp_Manifesto_2019.pdf','development'],['./Aap_Manifesto_2019.pdf','delhi'],['./Congress_Manifesto_2019.pdf','safety']])
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  io.launch(debug=False,share=True)
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  #,examples=[['./Bjp_Manifesto_2019.pdf','india'],['./Aap_Manifesto_2019.pdf',],['./Congress_Manifesto_2019.pdf',]]
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