What do you understand by "Big Data" ? Discuss India's initiatives in this regard; name the challenges and constraints.
In short
Big Data means vast, continuously generated structured and unstructured data that needs advanced tools to store and analyse. India's initiatives include data.gov.in, the Digital Personal Data Protection Act 2023 and a proposed India Data Office, but fragmented data, privacy risks, the digital divide and talent shortages constrain it.
Model answer
Ghissu Editorial · Verified 4 Oct 2026 · 277 words
Comprehensive Data Ecosystem
data.gov.in hosts 0.16 million datasets across 33 sectors, promoting transparency, research, and innovation.
Policy and Regulation
The Digital Personal Data Protection Act (2023) and Draft National Data Governance Framework balance privacy with data use for AI and innovation.
State-Level Platforms
Andhra Pradesh’s wide use of national platforms such as eSanjeevani telemedicine and Kisan e-Mitra exemplifies effective Big Data use in public service delivery.
Coordination Efforts
The India Data Office aims to unify data sharing across government levels, reducing fragmentation and enabling interoperability.
Data Fragmentation
Disparate data collection and quality issues hinder integration and timely decisions, limiting Big Data’s full potential.
Digital Divide
Rayalaseema’s limited broadband access and digital literacy restrict equitable Big Data benefits, especially in rural and drought-prone areas.
Skill Gaps
Shortage of annotated datasets and AI talent limits indigenous innovation; startups struggle with long-term data collection and model training.
Strengthen Governance
Finalize data protection and non-personal data policies to ensure privacy and promote innovation.
Enhance Interoperability
Develop unified standards and infrastructure for seamless data sharing, including Andhra Pradesh’s platforms, to improve data integration.
Bridge Digital Divide
Expand affordable broadband and digital literacy initiatives in underserved areas like Rayalaseema to ensure inclusive access to Big Data benefits.
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Question from the official APPSC Group-I Mains 2017 paper. Answer written by Ghissu's engine and checked against our editorial standards. Found an error? Tell us and we correct it within 48 hours.