makri_2026_mathtext_relevance

1,948 comparisons among 126 agents.

About this table

DescriptionComparative judgement of the relevance of mathematics text sections (parity and periodicity of real functions) to a question: 1,948 decisions by 78 undergraduate judges over 126 section codes, in six sessions with one question each (3 conceptual, 3 procedural). agent_a = section chosen as more relevant; rater = judge; session, question, question_type.
ReferenceMakri, D., & Jones, I. (2026). Investigating Questions Driven Reading of Mathematics Data Sets. Loughborough University. Dataset.
LicenceCC BY-NC 4.0
Source datahttps://doi.org/10.17028/rd.lboro.31135015.v1

Size and shape

Comparisons1,948
Agents126

Columns

agent_aagent_bdateexcludedhomefieldquestionquestion_typeratersessiontime_takenwinner

Get the data

Licence: CC BY-NC 4.0 — non-commercial use only.

Download CSVno account neededBrowse on Redivisexplore and queryCroissant metadataHugging Face, Kaggle, OpenML

Or load it directly in R or Python (both need a free Redivis account; the first call opens a browser to sign in):

# R
install.packages("remotes")
remotes::install_github("itemresponsewarehouse/Rpkg")
library(irw)
df <- irw_fetch("makri_2026_mathtext_relevance", source = "comp")
# Python
pip install irw

import irw
df = irw.fetch("makri_2026_mathtext_relevance", source="comp")

How to cite

@misc{https://doi.org/10.17028/rd.lboro.31135015.v1,
  doi = {10.17028/RD.LBORO.31135015.V1},
  url = {https://repository.lboro.ac.uk/articles/dataset/Investigating_Questions_Driven_Reading_of_Mathematics_Data_Sets/31135015/1},
  author = {Makri, Depy and Jones, Ian},
  keywords = {Mathematics and numeracy curriculum and pedagogy},
  title = {Investigating Questions Driven Reading of Mathematics Data Sets},
  publisher = {Loughborough University},
  year = {2026},
  copyright = {Creative Commons Attribution Non Commercial 4.0 International}
}

Version and provenance

IRW versionv584
Redivis datasetirw_competitions v6.2
Redivis dataset DOI10.57761/1w3w-5w94
Manifest pin for this IRW versionv6.2
Metadata sourceirw_meta v44.0