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Update streamlit_code.py
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mahnoorsheikh16 authored Dec 4, 2024
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st.write("")
st.write("Welcome to the Credit Default Prediction Dashboard! Designed for risk managers and financial teams, this tool allows you to upload client data and predict next month’s defaulters.")
st.write("**Why?** Credit card defaults are causing significant losses for the Bank of Taiwan. By leveraging advanced machine learning, it provides clear insights to identify high-risk clients early, enabling proactive decisions before monthly reviews or client assessments to minimize financial risk.")
st.write("")
total_customers = len(data)
total_defaults = len(data[data['Default'] == 'yes'])
money_lost = data['BILL_AMT1'].sum()
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