TIBCO TIBCO Analytics and Data Science 2 — Questions and Answers
Question 1: Which TIBCO product provides real-time streaming analytics for IoT and operational data?
- TIBCO Streaming (Correct answer)
- TIBCO Spotfire
- TIBCO BusinessWorks
- TIBCO Flogo
Correct answer: TIBCO Streaming
TIBCO Streaming (formerly TIBCO StreamBase) processes and analyzes high-velocity event streams in real time for IoT and operational intelligence use cases.
Question 2: What does the term 'data wrangling' mean in the context of TIBCO analytics tools?
- Transforming and cleaning raw data into a usable analytical format (Correct answer)
- Encrypting sensitive data fields before storage
- Publishing data to an external API endpoint
- Configuring role-based access to datasets
Correct answer: Transforming and cleaning raw data into a usable analytical format
Data wrangling refers to the process of transforming, cleaning, and reshaping raw data into a structured format suitable for analysis.
Question 3: In TIBCO Spotfire, what is a 'filter panel' used for?
- Interactively narrowing down the data displayed in all visualizations on the page (Correct answer)
- Setting security permissions for the analysis
- Scheduling automated data refreshes
- Connecting to external REST APIs
Correct answer: Interactively narrowing down the data displayed in all visualizations on the page
The filter panel in Spotfire lets users interactively limit visible data ranges across all charts on a page without modifying the underlying dataset.
Question 4: Which TIBCO offering enables self-service analytics where business users can explore data without IT assistance?
- TIBCO Spotfire Business Author (Correct answer)
- TIBCO EMS
- TIBCO ActiveMatrix
- TIBCO Flogo
Correct answer: TIBCO Spotfire Business Author
TIBCO Spotfire Business Author provides a simplified authoring environment that allows business users to create and modify analyses independently.
Question 5: What type of chart is most suitable for showing the statistical distribution of a continuous variable in Spotfire?
- Box plot (Correct answer)
- Pie chart
- Treemap
- Network graph
Correct answer: Box plot
A box plot displays the median, quartiles, and outliers of a continuous variable, making it ideal for visualizing statistical distributions.
Question 6: What is TIBCO Spotfire Analyst primarily designed for?
- Full-featured desktop analytics authoring with advanced scripting and customization (Correct answer)
- Viewing dashboards on mobile devices
- Running ETL jobs in batch mode
- Monitoring microservice health metrics
Correct answer: Full-featured desktop analytics authoring with advanced scripting and customization
Spotfire Analyst is the full-featured desktop client that provides complete authoring capabilities including IronPython scripting and advanced customization.
TIBCO TIBCO Analytics and Data Science 2
Which TIBCO product provides real-time streaming analytics for IoT and operational data?