The NCTE Transcripts: A Dataset of Elementary Math Classroom Transcripts. (arXiv:2211.11772v1 [cs.CL])

Classroom discourse is a core medium of instruction -- analyzing it can
provide a window into teaching and learning as well as driving the development
of new tools for improving instruction. We introduce the largest dataset of
mathematics classroom transcripts available to researchers, and demonstrate how
this data can help improve instruction. The dataset consists of 1,660 45-60
minute long 4th and 5th grade elementary mathematics observations collected by
the National Center for Teacher Effectiveness (NCTE) between 2010-2013. The
anonymized …

arxiv dataset elementary math transcripts