datacard.md

Data Card: [Dataset Name]

Guidelines for Data Quality

• https://docs.google.com/document/d/1X3XbBzLF-gRt4xQIadMzyAieB-_afg2qsdPKyw4fYuI/edit?usp=sharing

Dataset Overview

• Title:
• Version:
• Release Date:
• Description / Summary:
• Motivation: Why was this dataset created?

Contributors

• Creators: [Names, institutions]
• Funding / Sponsors:
• Contact Information:

Source Information

• Data Sources: (web, books, social media, clinical, crowdworkers, etc.)
• Collection Method: (manual, scraping, recording, surveys, etc.)
• Time Period: (years of data collection)
• Geographic Coverage: (India, global, specific states/regions)

Languages & Content

• Languages: (with ISO codes, e.g., en, hi, kn)
• Domains: (news, healthcare, education, conversational, etc.)
• Data Types: (text, audio, video, images, metadata)
• Size: (# of samples, tokens, hours, etc.)

Composition

• Train / Dev / Test Splits:
• Annotation Process: (guidelines, annotators, inter-annotator agreement, quality checks)
• Data format: structure
• Demographics: (age, gender, dialect distribution, if available)

Intended Use

• Recommended Tasks: (ASR, MT, sentiment analysis, etc.)
• Out-of-Scope Uses: (not for medical decision making, etc.)

Ethical Considerations

• Known Biases / Limitations:
• Sensitive Content: (offensive, personal information, etc.)
• Data Filtering / Cleaning:

Licensing & Access

• License: (CC-BY, CC0, custom)
• Access Conditions: (open, restricted, request-based)

Citation & References

• Paper Link: [ArXiv/ACL/IEEE/etc.]
• DOI:
• BibTeX Citation:

Maintenance

• Maintainers:
• Update Policy:
• Errata & Feedback: