🛡️ Spam Protection Dashboard

This is an interactive analytics dashboard built to support Hiya's carrier partners by visualizing key threat detection and call protection metrics. It provides a clear, data-driven view of call classification performance, protection rates, and threat origin.

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🚀 How to Run

1. Install dependencies
   Make sure you have Python 3.8+ installed, then run:

   pip install -r requirements.txt
   

   Dependencies include:

   • streamlit
   • pandas
   • plotly
   • numpy
   • openpyxl

2. Add your input data
   Place your Excel file (e.g., Example call data.xlsx) in the root directory.
   The data must contain at least the following columns:

   • date (datetime)
   • calling phone number (string/integer)
   • flagged (categorical: neutral, spam, fraud)

3. Run the app

   streamlit run hiya_dashboard.py
   

   The dashboard will open in your browser at http://localhost:8501.

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🎯 Purpose of the Dashboard

This tool is designed to help carrier partners understand how Hiya’s protection platform is performing on their network. It provides monthly reporting with visual insights into:

• The volume of incoming calls and how many were flagged as threats
• The effectiveness of spam and fraud detection
• The geographic origin of risky calls
• A breakdown of call types by threat level

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