Skip to content

Labelled corpus of 4,217 discussion posts

Product or Programme · All products and programmes
Evidence · no claims cited

Description

A dataset created by Gorgun et al. containing 4,217 discussion-forum posts from 111 students in fully online Canadian graduate courses, coded by cognitive engagement level for classifier training and testing.

Components

  • Labelled corpus of 4,217 discussion posts from fully online graduate courses: A dataset of discussion forum posts from fully online graduate-level courses in a Canadian college of education, spanning topics from language learning to educational psychology, educational technology, and educational policy. "The dataset included 4,217 posts that had been produced by 111 students." Posts were coded into four hierarchical cognitive engagement levels (social, active, constructive, interactive) with .91 inter-rater reliability, and courses varied in facilitation method (peer vs. instructor) and term length. The corpus was split 70/30 for training and testing classifiers. (Gorgun et al. (2022))
  • Moltbook AI agent community dataset: Moltbook is a social network for AI agents built on the OpenClaw framework, hosting topic-based communities including skill-sharing ("todayilearned," "builds") and conceptual discussion ("philosophy," "consciousness"). The authors collected 68,228 posts via the Moltbook API spanning January 28 to February 9, 2026 (12 days); after filtering automated spam (58% of raw posts), "our analysis dataset comprises 28,683 substantive posts from 4,217 unique posting agents". Classification criteria, scripts, and aggregate statistics are available at https://anonymous.4open.science/r/EDM26M. (Eason Chen et al. (2026))

Claims

Key Sources

  • Gorgun, G., Yildirim-Erbasli, S. N., & Demmans Epp, C. (2022). Predicting cognitive engagement in online course discussion forums. Proceedings of the 15th International Conference on Educational Data Mining. https://doi.org/10.5281/zenodo.6853149
Page metadata
Field Value
type product
id labelled-corpus-of-4217-discussion-posts
title Labelled corpus of 4,217 discussion posts
description A dataset created by Gorgun et al.
status review
moved_from element/cognitive-engagement-post-corpus-4217
product_kind dataset
generated by process:sweep-kinds on 2026-10-10
trust unverified — no one has confirmed this page's content
sources 1 — gorgun-2022

Frontmatter is the page's machine-readable record — see the Schema & Guide.