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README.md

@@ -1,12 +1 @@
----
-title: Testi
-emoji: 🚀
-colorFrom: gray
-colorTo: blue
-sdk: streamlit
-sdk_version: 1.21.0
-app_file: app.py
-pinned: false
----
-
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# bias_02

app.py

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+import streamlit as st # web app
+import spacy # named entity recognition
+
+st.title("News Bias Words Recognizer")
+
+# wait until the modl loads with a simple spinner - progress bar
+with st.spinner("Please wait while the model is eing loaded...."):
+    nlp = spacy.load("en_pipeline")
+
+## text box to get user input
+
+input = st.text_area(label = "Enter your text to get biased words recognized .......")
+
+# create a doc object
+doc = nlp(input)
+
+# visualize the output
+
+output_html = spacy.displacy.render(doc, style="ent", jupyter=False, options={"colors":{'bias':"#ff5136"}})
+
+st.markdown(output_html, unsafe_allow_html=True)

requirements.txt

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+spacy
+https://huggingface.co/d4data/en_pipeline/resolve/main/en_pipeline-any-py3-none-any.whl