Comparative Analysis of Three Educational YouTube Channels Across Six Categories

Table 1 presents a comparative synthesis of three educational YouTube e-academies: Khan Academy, Unicoos, and Academia Play. The dataset, created by Antonio Sánchez Sillero and last updated on 2026-05-03, organizes the main features identified in an analysis across six analytical categories. It is a 236.5 KB PDF file intended to provide a structured overview of similarities and differences between the channels.

Use Cases

• Compare channel profiles and general orientation based on the dependent variables category.
• Analyze video production and audience interaction based on channel data and statistics.
• Study teaching resources and connectivity based on video structuring features.
• Evaluate audiovisual format and quality based on recording and editing characteristics.
• Examine creator communication style and audience engagement based on the creator personality category.

Strengths

• Provides a structured comparison of three specific YouTube channels: Khan Academy, Unicoos, and Academia Play.
• Organizes analysis across six defined analytical categories, offering a replicable framework.
• Dataset is openly licensed under CC-BY-4.0.

Limitations

• Dataset is very small at 236.5 KB, indicating limited scope.
• Row count and column-level documentation are unknown; field semantics must be inferred after download.
• Data is presented in a PDF format, which may complicate direct computational analysis.

Provenance

Source

Antonio Sánchez Sillero via figshare

Collection Method

Analysis of YouTube channels, likely involving manual coding or observation.

Freshness

Last updated 2026-05-03 05:56:03; freshness should be verified.