import streamlit as st from tranformers import pipeline pipe = pipeline(task="sentiment-analysis") st.title("Toxic Tweets Analyzer") text = st.text_area("Enter your tweet here, or submit to test the default tweets") if text == "Enter your tweet here, or submit to test the default tweets": data = [ "PICKLE YE", "I'm nice at ping pong" "My eyes are now wide open and now realize I've been used to spread messages I don't believe in. I am distancing myself from politics and completely focusing on being creative !!!", "There are so many lonely emojis", ] st.json([pipe(d) for d in data]) else: out = pipe(text) st.json(out)