Data Mining Tools and Frameworks MCQs January 8, 2026November 19, 2024 by u930973931_answers 15 min Score: 0 Attempted: 0/15 Subscribe 1. Which of the following is a popular open-source data mining tool? (A) KNIME (B) SAS (C) Tableau (D) SPSS 2. What is the primary function of the data mining tool Weka? (A) Data visualization (B) Data cleaning and preprocessing (C) Performing natural language processing (D) Implementing machine learning algorithms 3. Which data mining framework is commonly used for handling large-scale datasets in a distributed environment? (A) Apache Hadoop (B) SQL Server (C) MySQL (D) Microsoft Excel 4. What type of data mining tasks does the tool R primarily support? (A) Predictive modeling and statistical analysis (B) Data cleaning (C) Data visualization only (D) Text mining only 5. Which tool is specifically known for creating interactive visualizations and dashboards? (A) RapidMiner (B) Tableau (C) Power BI (D) Orange 6. Which data mining software offers both visual programming and automated machine learning workflows? (A) MATLAB (B) Apache Spark (C) Google Colab (D) KNIME 7. What is the main advantage of using Apache Mahout for data mining? (A) Supports only small datasets (B) Scales with Hadoop to handle large datasets (C) Used only for text mining (D) Provides a drag-and-drop GUI 8. In which scenario is the Orange tool most suitable? (A) Complex mathematical computations (B) Managing relational databases (C) Creating ML models using a user-friendly GUI (D) Building real-time pipelines 9. What type of machine learning tasks can be performed using IBM SPSS Modeler? (A) Sentiment analysis only (B) Web scraping (C) Predictive analytics, clustering, and classification (D) Data preprocessing only 10. What does the data mining tool RapidMiner allow users to do? (A) Design and deploy predictive models without coding (B) Analyze SQL data only (C) Perform data encryption (D) Provide IoT analytics 11. Which Hadoop feature makes it suitable for data mining? (A) Built-in ML algorithms (B) GUI for non-technical users (C) Text mining only (D) Distributed storage and computation 12. Which is an important feature of the KNIME analytics platform? (A) Web-only interface (B) Cloud-only social media analysis (C) Image processing only (D) Visual workflow-based data analytics 13. What is the main difference between scikit-learn and caret in data mining? (A) scikit-learn is Python-based, caret is R-based (B) scikit-learn is supervised, caret unsupervised (C) scikit-learn is for preprocessing, caret for ML (D) caret is for text mining only 14. Which data mining tool integrates structured and unstructured data for text analytics? (A) Microsoft Excel (B) KNIME (C) IBM Watson Studio (D) RapidMiner 15. Which data mining tool is best suited for real-time stream data analysis? (A) Orange (B) Microsoft Power BI (C) Apache Kafka (D) IBM SPSS Modeler