learning_analytics: Learning analytics dataset (OpenAlex)

In bibnets: Importing, Constructing, and Exporting Bibliometric Networks

Learning analytics dataset (OpenAlex)

Description

A corpus of 1,508 gold open-access scholarly works on learning analytics, retrieved from OpenAlex (CC0 licence). All records have a verified title, publication year, and at least one author. Journal names are present for works published in a named source; preprints and book chapters may have NA in journal.

Usage

learning_analytics

Format

A data frame with 1,508 rows and 11 columns:

id

OpenAlex work ID (e.g. "W2769342982").

title

Work title.

year

Publication year (integer).

journal

Source name, or NA if not available.

doi

DOI string without the https://doi.org/ prefix, or NA.

cited_by_count

Number of citing works as recorded in OpenAlex.

type

Work type ("article", "review", "preprint", "book-chapter", etc.).

authors

List-column of author display names (pipe-split from the OpenAlex flat export; one name per authorship slot).

keywords

List-column with one element: the primary OpenAlex topic for the work (e.g. "Online Learning and Analytics").

affiliations

List-column of institution display names (one entry per authorship–institution pair).

countries

List-column of two-letter ISO country codes (one entry per authorship–institution pair).

Source

OpenAlex https://openalex.org, CC0 licence.

Examples

data(learning_analytics)
author_network(learning_analytics, "collaboration")
country_network(learning_analytics, "collaboration")

bibnets documentation built on June 19, 2026, 1:06 a.m.