Cloudera CDP-4001 ExamName: CDP Data Analyst- Certification Exam Exam Version: 6.1 Questions & Answers Sample PDF (Preview content before you buy) Check the full version using the link below. https://pass2certify.com/exam/cdp-4001 Unlock Full Features: Stay Updated: 90 days of free exam updates Zero Risk: 30-day money-back policy Instant Access: Download right after purchase Always Here: 24/7 customer support team Page 1 of 6 https://pass2certify.com//exam/cdp-4001 Question 1. (Single Select) You are analyzing a dataset with sales data for different product categories over several years. You want to visualize the trend of sales for each category over time, highlighting any significant changes or anomalies. Which visualization type would be most effective for this purpose? A: Scatter Plot B: Line Chart C: Bar Chart D: Pie Chart E: Heatmap Answer: B Explanation: A line chart is the most appropriate visualization for showing trends over time. It effectively depicts the changes in sales values for each product category over the years, making it easy to identify any significant increases, decreases, or anomalies. Question 2. (Multi Select) You need to create a dashboard that presents a summary of key performance indicators (KPIs) for a large e-commerce platform. The KPIs include daily sales revenue, average order value, and the number of new customers. Which Cloudera Data Visualization component would be most effective for displaying these KPIs in a visually appealing and informative way? A: Gauge Chart B: Table C: Bullet Chart D: Treemap E: Stacked Bar Chart Answer: A, C Page 2 of 6 https://pass2certify.com//exam/cdp-4001 Explanation: Gauge charts are ideal for displaying single KPIs with a clear target or benchmark, providing a visual representation of progress towards that goal. Bullet charts, on the other hand, are excellent for comparing a primary measure (e.g., sales revenue) against a benchmark or target, while also displaying additional context like the range of possible values. Both components offer a visually engaging and insightful way to present the KPIs. Question 3. (Multi Select) You need to create a dashboard that presents a summary of key performance indicators (KPIs) for a large e-commerce platform. The KPIs include daily sales revenue, average order value, and the number of new customers. Which Cloudera Data Visualization component would be most effective for displaying these KPIs in a visually appealing and informative way? A: Gauge Chart B: Table C: Bullet Chart D: Treemap E: Stacked Bar Chart Answer: A, C Explanation: Gauge charts are ideal for displaying single KPIs with a clear target or benchmark, providing a visual representation of progress towards that goal. Bullet charts, on the other hand, are excellent for comparing a primary measure (e.g., sales revenue) against a benchmark or target, while also displaying additional context like the range of possible values. Both components offer a visually engaging and insightful way to present the KPIs. Question 4. (Multi Select) You are building a dashboard to analyze customer demographics and their purchase behavior. You want to display the distribution of customers across different age groups and their average spending. Which of the following Cloudera Data Visualization components would be most suitable for this analysis? Page 3 of 6 https://pass2certify.com//exam/cdp-4001 A: Scatter Plot B: Box Plot C: Line Chart D: Heatmap E: Histogram Answer: B, D Explanation: Box plots are effective for visualizing the distribution of a numerical variable (average spending) across different categorical groups (age groups). They provide a clear picture of the median, quartiles, and potential outliers. Heatmaps are well-suited for visualizing relationships between two categorical variables (age group and spending), where color intensity represents the strength of the relationship. Both components offer valuable insights into the customer demographics and their purchasing patterns. Question 5. (Single Select) You are building a dashboard for a marketing team to track campaign performance. The dashboard needs to show the number of clicks, conversions, and cost per click for different campaigns over time. Which Cloudera Data Visualization component would be most appropriate to visualize this data? A: Line Chart B: Stacked Bar Chart C: Area Chart D: Pie Chart E: Bubble Chart Answer: A Explanation: A line chart is the most suitable choice for visualizing trends over time. By plotting the number of clicks, conversions, and cost per click for each campaign along a timeline, the dashboard can effectively demonstrate the performance of each campaign and how these metrics evolve over time. The line chart allows for easy comparison of campaigns and identification of patterns or anomalies in campaign Page 4 of 6 https://pass2certify.com//exam/cdp-4001 performance. Page 5 of 6 https://pass2certify.com//exam/cdp-4001 Need more info? Check the link below: https://pass2certify.com/exam/cdp-4001 Thanks for Being a Valued Pass2Certify User! Guaranteed Success Pass Every Exam with Pass2Certify. Save $15 instantly with promo code SAVEFAST Sales: sales@pass2certify.com Support: support@pass2certify.com Page 6 of 6 https://pass2certify.com//exam/cdp-4001