School & Competitive Exam Question Banks
Education & Learning Analytics
Tags and Keywords
£250,000
About
A massive two-part question bank corpus covering school grades 9–12 and government/competitive examinations across India. With 2M+ questions spanning English, Hindi, and Bengali, this is one of the largest multilingual exam datasets available for AI training — covering SSC, railway, banking, GATE, UPSC, JRF, and CUET alongside school curriculum content.
Data Product Features
- School Grade 9–12: 8 collections — NSH Copyright (268K), LQ Source B (69K), LQ Source C (300K), EX Source (319K), Open Source (134K), DB Source (129K), LQ Source A (26K), Copyright En+Bn (55K English, 29K Bengali)
- Govt & Competitive: 4 exam corpora — Govt Vacancy IX Source (633K, English+Hindi), CUET (45K), Govt Vacancy Copyright (26K), GATE/UPSC/JRF (58K)
- Difficulty-tagged throughout
- Only Bengali-language exam dataset in the catalog
- Covers aptitude, reasoning, and general awareness
Distribution
Format: JSON
Size: ~420M tokens
Records: 2M+ questions
Data Volume
2,000,000+ questions across 12 collections
Usage
- Multilingual LLM fine-tuning for Indian languages
- AI-powered exam preparation platform development
- Reasoning and aptitude model training
- Government exam pattern analysis and benchmarking
Coverage
Geographic Coverage: India
Time Range: Archive (historical exam papers)
Languages: English, Hindi, Bengali
Demographics: Students and job seekers preparing for SSC, railway, banking, GATE, UPSC, JRF, CUET, and school board exams
License
CC0 — No Rights Reserved
AI Training Rights
Licensee is granted a non-exclusive, worldwide, and perpetual right to use this data product to train, fine-tune, and evaluate machine learning models. The data product itself may not be redistributed or shared outside licensed usage. Licensee must comply with all applicable laws, including data protection and privacy regulations.
Who Can Use It
- AI/ML Engineers: For training multilingual reasoning and exam-prep models
- EdTech Companies: For building competitive exam platforms targeting Indian students
- Researchers: For studying exam patterns and question difficulty across Indian education systems
Data Dictionary
- question_id (string) — Unique identifier for each question
- source (string) — Collection name (e.g. NSH Copyright, CUET, GATE)
- exam_type (string) — School or Competitive
- language (string) — English, Hindi, or Bengali
- subject (string) — Subject or topic area
- difficulty (string) — Easy, Medium, Hard
- question_text (string) — Question content, free text
- answer (string) — Correct answer
- options (array) — Multiple choice options where applicable
- year (string) — Exam year or archive
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£250,000
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