Key Analysis Areas:
Ticket Volume and Patterns:
- Explore daily, weekly, and monthly trends in ticket volumes.
- Identify differences in ticket volume between workdays and weekends.
- Examine peak ticket creation times by work hours versus after hours.
- Investigate seasonal impacts or unexpected spikes in ticket generation.
Ticket Content and Resolution:
- Analyze recurring issues by ticket topic and department.
- Evaluate first response and resolution times, comparing them against Service Level Agreements (SLAs).
- Review performance across multiple support channels like chat, phone, email, and social media.
- Investigate regional or product-specific issues based on ticket submissions.
Advanced Metrics and Customer Insights:
- Assess customer satisfaction trends over time, considering changes in ticket volume or issue complexity.
- Evaluate the impact of training programs or new tools introduced into the technical support workflow.
- Compare the effectiveness of proactive versus reactive support measures by resolution times and customer feedback.
This dataset is sourced from Kaggle.