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πŸ“Š Cambridge International (CIE) AS & A-Level Grade Boundaries Dataset (2021 – 2025)

A unified CSV containing all grade boundaries for Cambridge International AS & A-Level exams from the March 2021 series through March 2025.
Perfect for researchers, teachers, and students who want to track shifts in paper difficulty or build data-driven revision plans without hunting through multiple PDF reports.


πŸ” Overview

Cambridge International publishes grade thresholds separately for each paper and series. This repo consolidates every March-series boundary from 2021 to 2025 into one structured .csv β€” ready for Excel, Python (Pandas), R, or any analytics tool.


πŸ“ Dataset Columns

Column Description
year Exam year (2021, 2022, 2023, 2024, 2025)
series march / november / june
subject_code CIE subject code (e.g., 9701 for Chemistry)
subject Subject name (e.g., Chemistry, Economics, Biology…)
component Paper/component number (e.g., 12, 22, 42…)
max_raw_mark Maximum raw mark for that paper
A … E Minimum marks required for grades A through E

βœ… Features

  • Covers every March series from 2021 through 2025
  • Includes all AS & A-Level subjects offered by Cambridge
  • Enables:
    • Longitudinal analysis of exam difficulty
    • Cross-subject boundary comparisons
    • Data-driven revision and teaching strategies

πŸ“Ž Access the CSV

Download CSV


🏷 GitHub Topics / Tags

cie β€’ cambridge-international β€’ grade-boundaries β€’ as-level β€’ a-level β€’ csv-dataset β€’ exam-data β€’ revision-tools β€’ education-data β€’ python-ready


Contributions welcome!
Spot a missing subject or series? Please dm me on reddit.

Dm me on reddit if you have any suggestions or questions: Reddit

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