{% extends "base.html" %} {% block title %}Analyst Panel - Fraud Detection System{% endblock %} {% block extra_head %} {% endblock %} {% block content %}
Advanced fraud detection analytics and insights
| Amount Range | Total Transactions | Fraud Cases | Fraud Rate | Risk Level | Visual |
|---|---|---|---|---|---|
| {{ item.range }} | {{ item.total }} | {{ item.fraud }} | {{ "%.2f"|format(item.rate) }}% | {% if item.rate >= 5 %} High Risk {% elif item.rate >= 2 %} Medium Risk {% elif item.rate >= 0.5 %} Low Risk {% else %} Very Low Risk {% endif %} |
|
| Date | Total Transactions | Fraud Cases | Fraud Rate | Risk Trend |
|---|---|---|---|---|
|
{{ day.date.strftime('%Y-%m-%d') }}
{{ day.date.strftime('%A') }} |
{{ day.total }} | {{ day.fraud or 0 }} | {{ "%.2f"|format(((day.fraud or 0) / day.total) * 100) }}% |
{% set fraud_rate = ((day.fraud or 0) / day.total) * 100 %}
{% if fraud_rate >= 2 %}
High
{% elif fraud_rate >= 1 %}
Medium
{% else %}
Low
{% endif %}
|
No fraud statistics available
Data will appear here once transactions are processed
Large transactions (>$5,000) show higher fraud rates. Consider additional verification for amounts above this threshold.
Monitor unusual transaction times. Fraud attempts often occur during off-hours when manual review is limited.
Current model shows excellent performance. Continue monitoring for any degradation in accuracy over time.