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import streamlit as st | |
from transformers import pipeline | |
from textblob import TextBlob | |
pipe = pipeline('sentiment-analysis') | |
st.title("Sentiment Analysis") | |
st.subheader("Which framework would you like to use for sentiment analysis?") | |
option = st.selectbox('Choose Framework:',('Transformers', 'TextBlob')) # option is stored in this variable | |
st.subheader("Enter the text you want to analyze") | |
text = st.text_input('Enter text:') # text is stored in this variable | |
if option == 'Transformers': | |
out = pipe(text) | |
else: | |
out = TextBlob(text) | |
out = out.sentiment | |
st.write("Sentiment of Text: ") | |
st.write(out) | |