darthPanda commited on
Commit
82ffb8c
1 Parent(s): e0ed1f1
Files changed (1) hide show
  1. app.py +3 -3
app.py CHANGED
@@ -148,19 +148,19 @@ elif len(uploaded_file)>0:
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  del sentences
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- with st.spinner('Processing please wait...'):
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-
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  tokenizer = tokenizer_sentiment
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  model = model_sentiment
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  pipe = pipeline(model="ProsusAI/finbert")
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  classifier = pipeline(model="ProsusAI/finbert")
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  output = classifier(useful_sentence)
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  tokenizer = tokenizer_emotion
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  model = model_emotion
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  classifier = pipeline("text-classification", model="j-hartmann/emotion-english-distilroberta-base", top_k=1)
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  output_emotion = classifier(useful_sentence)
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- #print(output_emotion[0])
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  df = pd.DataFrame.from_dict(output)
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  df['Sentence']= pd.Series(useful_sentence)
 
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  del sentences
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+ with st.spinner('Performing Sentiment Analysis...'):
 
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  tokenizer = tokenizer_sentiment
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  model = model_sentiment
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  pipe = pipeline(model="ProsusAI/finbert")
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  classifier = pipeline(model="ProsusAI/finbert")
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  output = classifier(useful_sentence)
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+ with st.spinner('Performing Emotion Analysis...'):
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  tokenizer = tokenizer_emotion
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  model = model_emotion
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  classifier = pipeline("text-classification", model="j-hartmann/emotion-english-distilroberta-base", top_k=1)
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  output_emotion = classifier(useful_sentence)
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+
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  df = pd.DataFrame.from_dict(output)
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  df['Sentence']= pd.Series(useful_sentence)