Skip to content
TEEage
Methodology

How a question earns its rank

No guesswork, no "sure-shot" marketing. Every question in a TEEage PDF is there because the data put it there. Here's the whole process.

  1. 01

    Collect

    We gather every available Term-End Exam paper for a course code — typically 8 to 11 years, both June and December sessions, English and Hindi versions.

    Source: official IGNOU question paper archives and verified student submissions.

  2. 02

    Normalise

    The same question rarely appears in the same words. "Discuss the significance of X" and "Critically examine X" are one question. We normalise phrasing, strip marks notation, and merge Hindi/English variants.

    This single step is why naive "important question" lists are wrong — they count wording, not questions.

  3. 03

    Cluster

    Normalised questions are grouped into concept clusters mapped to syllabus units. A cluster is one revisable topic, not one sentence.

    Each cluster carries its full history: which sessions asked it, in what mark weight.

  4. 04

    Score

    Every cluster gets a probability score built from three signals: raw repeat frequency, recency weighting (recent sessions count more), and unit weightage in the current syllabus.

    Clusters below the cut-off are dropped, however famous the topic sounds.

  5. 05

    Write

    For every surviving question we add an answer frame — the structure an examiner expects, the keywords that earn marks, and the common trap that costs them.

    Long answers get paragraph plans; short notes get a compressed keyword bank.

  6. 06

    Verify & ship

    A subject reviewer checks the syllabus mapping against the current IGNOU programme guide, then the PDF is typeset in a clean A4 layout and published.

    Every session, the analysis is refreshed with the newest paper.

What we will never claim

We do not have leaked papers, and nobody honestly does. A probability score is a probability, not a guarantee. Our ranked list has covered around 82% of marks in recent sessions on average — excellent odds for prioritising limited study time, but you should still read your blocks.