Free Databricks Certified Data Analyst Associate Actual Exam Questions - Question 2 Discussion

Heatmaps (A) mainly show intensity, like where users click most often, but they don’t depict the actual path users take across pages. Sankey (E) really fits when you want to see how users move from one page to another, showing the flow clearly. Choropleth and word clouds are off-topic here since they deal with location data and text frequency, respectively. Pivot tables are great for summaries, but not for visual flow. So if the goal is to track movement through the site steps, isn’t Sankey the only one that makes sense?

E imo. Sankey is all about flows between points, which fits tracking user paths through pages way better than heatmaps or word clouds, which are more static or focus on different data types.

E vs A? Heatmaps show where users click or scroll but don’t actually track the path from one page to another. Sankey diagrams are built for visualizing flows between different stages or pages, so they better represent user journeys through a website. Even if the data’s not super detailed, Sankey is still the closest fit for showing movement or transitions across pages.

E Sankey diagrams are specifically designed to show flow between stages, so they fit user flow visualization best. The other options don’t really capture sequential movement through a site.

Probably E. Sankey diagrams are designed to show flow between stages, which fits the idea of users moving through a website, unlike pivot tables or word clouds that don’t capture movement.

E imo, since Sankey diagrams clearly map out flows from one stage to another, which is exactly what user navigation through a site is about. Heatmaps just highlight where users click or hover, but they don’t show how users move between pages. The other options don’t really fit at all for flow visualization.

Heatmaps mainly show intensity, not user paths, so E still fits better here.

I think the answer is E. Sankey because it’s designed to show flow and connections between stages, which fits tracking users through a website. Heatmaps show where users click but not the flow.