Update app.py

app.py

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