Working with Messy Data: Real-world Data Cleaning Challenges and Solutions - Sekou Tyler Supercharging your Tableau Experience using R and GGPLOT - Darragh Murray Tableau and R's ggplot2 are powerful visualisation engines that make exploring data fun. But have you ever wished you could live the best of both worlds and use custom Ggplot2 graphics inside your Tableau dashboards? Well, dream on no longer! In this fun discussion, Darragh provides a live demonstration of how to embed custom ggplot2 graphics, such as ridgeline charts and violin plots, within your Tableau dashboards, plus other helpful R tidbits that will expand your visualisation horizons beyond the Tableau canvas! Telling Data Stories that Matter: The Place of Purposeful Empathy in Visual Analytics - Joshua N. Milligan In our quest to understand data we’ll often come across insights that enlighten, information that entertains, and decision points that call us to action. As we seek to discover and tell these stories we may be driven by curiosity or creativity. But one motivation should never be overlooked: empathy. If we are to tell data stories that truly matter, then we must understand the data and the real people and situations represented and impacted by the data. In this session, we’ll explore how to leverage purposeful empathy in every stage of the visual analytics cycle - from data exploration, to analysis, to visual data storytelling. We’ll consider how to understand the needs and desires of decision makers and stakeholders, how to dig beneath surface level answers, and how to visually communicate the truth behind the data in respectful and impactful ways. Specifically, you will: