Valid DSA-C03 Dumps shared by EduDump.com for Helping Passing DSA-C03 Exam! EduDump.com now offer the newest DSA-C03 exam dumps, the EduDump.com DSA-C03 exam questions have been updated and answers have been corrected get the newest EduDump.com DSA-C03 dumps with Test Engine here:
You are exploring a large dataset of website user behavior in Snowflake to identify patterns and potential features for a machine learning model predicting user engagement. You want to create a visualization showing the distribution of 'session_duration' for different 'user_segments'. The 'user_segmentS column contains categorical values like 'New', 'Returning', and 'Power User'. Which Snowflake SQL query and subsequent data visualization technique would be most effective for this task?
Correct Answer: B
Using the Median (option B) provides a better central tendency measure than the average (option A) when the data may have outliers. The box plot effectively visualizes the distribution, including quartiles and outliers. Option C involves generating separate queries and histograms, which is less efficient. Calculating quantiles using 'APPROX_PERCENTILE' (Option D) is good for large datasets, but the resulting scatter plot isn't the best way to show distribution. Pie chart does not show distrubution but proportions.