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| import streamlit as st | |
| from textblob import TextBlob | |
| # Function to perform sentiment analysis | |
| def analyze_sentiment(text): | |
| analysis = TextBlob(text) | |
| if analysis.sentiment.polarity > 0: | |
| return 'Positive' | |
| elif analysis.sentiment.polarity == 0: | |
| return 'Neutral' | |
| else: | |
| return 'Negative' | |
| # Streamlit app | |
| def main(): | |
| st.title("Document Sentiment Analysis") | |
| # File uploader | |
| uploaded_file = st.file_uploader("Choose a text file", type="txt") | |
| if uploaded_file is not None: | |
| # To read file as string: | |
| text = str(uploaded_file.read(), "utf-8") | |
| st.write("Analyzing Sentiment...") | |
| sentiment = analyze_sentiment(text) | |
| st.write(f"The overall sentiment of the document is: {sentiment}") | |
| if __name__ == "__main__": | |
| main() | |