Omkar2118/datasets huggingface dataset:
NCTE Transcripts

**NCTE Transcripts** 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 transcripts represent data from 317 teachers across 4 school districts that serve largely historically marginalized students. The transcripts come with rich metadata, including turn-level annotations for dialogic discourse moves, classroom observation scores, demographic information, survey responses and student test scores.

Source: [The NCTE Transcripts: A Dataset of Elementary Math Classroom Transcripts](https://arxiv.org/pdf/2211.11772v1.pdf)

Image Source: [https://arxiv.org/pdf/2211.11772v1.pdf](https://arxiv.org/pdf/2211.11772v1.pdf)

Introducing paper: The NCTE Transcripts: A Dataset of Elementary Math Classroom Transcripts