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Rename sa2.py to app.py
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#!/usr/bin/env python
# coding: utf-8
# In[4]:
import pickle
import streamlit as st
model=pickle.load(open('sentiment_analysis_model.p','rb'))
st.title(' Sentiment Analysis Model ')
st.write('Enter text for sentiment analysis:')
message = st.text_area("","Type Here ...")
if st.button('PREDICT'):
disp=" "
a = model.predict([message])[0]
if(a == 'pos'):
disp = "Positive Sentiment!"
else:
disp = "Negative Sentiment!"
st.write('The sentiment of given text is:', disp)
# st.header(f"**{a}**")
# q = model.predict_proba([message])