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Data Wrangling

Data wrangling is the process of gathering, cleaning, and transforming raw, messy data into a structured format. It prepares datasets for analytics, machine learning, or business intelligence. Analysts often spend the majority of their time wrangling data before actual analysis begins

Data Carpentry

Data Carpentry is now a lesson program within The Carpentries, having merged with Software Carpentry in January, 2018. Data Carpentry's focus is on the introductory computational skills needed for data management and analysis in all domains of research.

Quiz

NET Paper – I

Information, Communication and Society: Data, information, knowledge and wisdom; information life cycle; role of information in development; information and knowledge society; communication theories, models, channels and barriers; scholarly communication; information industry; intellectual property rights; plagiarism; RTI and IT Act; National Knowledge Commission and National Mission on Libraries.

This quiz has 10 question(s).

Leave this field empty

1. A university adopts an Open Science policy requiring publications, datasets, software, and protocols to be openly shared whenever possible. Which principle is being emphasized?

Research secrecy Transparency and reproducibility Exclusive commercial ownership Closed scholarly communication

2. "MARCEdit" is a tool for:

Editing MARC records 3D modelling Plagiarism Video editing

3. A university library plans to establish an AI-powered Research Support Centre. Which combination of services would best align with international best practices?

Only circulation services AI-assisted literature searching, research data management, bibliometric analysis, systematic review support, and Open Science guidance Only newspaper clipping Only library orientation

4. Which FAIR principle primarily enables computers to exchange and interpret research data automatically?

Findable Accessible Interoperable Reusable

5. Which action contributes most directly to making research data reusable?

Using proprietary undocumented formats Providing rich metadata and clear documentation Encrypting data permanently Removing contextual information

6. Open Educational Resources (OER) are characterized by:

Commercial licensing only. Free access and permission for reuse under open licenses. Restricted classroom use. Government ownership only.

7. "Plan U" proposes:

Universal preprint posting No OA DRM RFID

8. Assertion (A): Research Data Management improves long-term research value. Reason (R): Well-managed datasets are easier to discover, interpret, preserve, and reuse.

Both A and R are true, and R correctly explains A. Both are true, but R is not the correct explanation. A is true; R is false. A is false; R is true.

9. "OpenAthens" is primarily used for:

Anti-plagiarism Access management for online resources Digital preservation Library chat service

10. "The HathiTrust Emergency Temporary Access Service" was used during:

COVID-19 to provide digital access to in-copyright books Only before 2010 For RFID MARC

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