BHARATDATA

1. Scope and Definition What specific types of data will be included? (e.g., Economic, Demographic, Environmental, Social, Infrastructure, Government Schemes, Historical, etc.)

What is the primary source of this data? (e.g., Government ministries/departments, State governments, NGOs, research institutions, private sector, crowd-sourced data, etc.)

What is the geographical granularity? (e.g., National, State, District, Block, Village, Pin-code level?)

1. Technical and Infrastructure Platform Architecture: Will this be a data warehouse, a data lake, a federated data system, or a combination?

Data Standards and Interoperability: How will you standardize data formats, definitions, and units of measurement from various sources? This is crucial for comparison and analysis.

Scalability: How will the platform handle the massive volume, velocity, and variety of data as it grows?

Technology Stack: What database technologies, cloud services (like NIC Cloud, AWS, Azure, Google Cloud), and processing tools will you use?

1. Data Governance and Legal Data Quality and Validation: What processes will be in place to ensure the data is accurate, complete, and up-to-date?

Security and Privacy: How will you handle sensitive, personal, or classified data, ensuring compliance with Indian data privacy laws (like the Digital Personal Data Protection Act, 2023)?

Access Control: Who gets to access what data? (Public, authorized researchers, government officials, etc.) What are the licensing terms?

Data Ownership: Clear agreements with all source agencies about data ownership, updates, and maintenance.

1. User Interface and Utility Primary Users: Who is the target audience? (Citizens, policy makers, researchers, journalists, students, businesses?)

User Interface (UI) / Experience (UX): How will the data be presented? (Dashboards, APIs for developers, downloadable files, interactive maps, visualization tools?)

Search and Discovery: How will users efficiently find the specific dataset they need among billions of data points?

Built With

• and-interactive-maps.-styling-bootstrap-or-material-ui-for-a-consistent
• and-map-interfaces.-visualization-d3.js
• category-recommended-technologies-rationale-language-javascript/typescript-universal-language-for-web-development.-framework-react-or-vue.js-for-building-highly-interactive
• data-visualizations
• graphs
• leaflet/mapbox-(for-geospatial-data)-essential-for-rendering-complex-charts
• professional
• responsive
• single-page-applications-(spas)-like-dashboards