Data Storytelling Materials and Student Responses from a Data Science Education Study

A 5.8 MB repository from figshare, authored by Yiyun Fan and last updated in May 2026. It contains qualitative materials from a study on self-regulated learning in data science education, including data stories, datasets, student comprehension question responses, and discussion transcripts. The repository also includes a course syllabus, thematic analysis summaries, and a README file.

Use Cases

• Analyzing student comprehension and learning processes based on transcribed discussion group recordings.
• Studying the design and revision of pedagogical materials based on the provided data stories and revised versions.
• Conducting thematic analysis on qualitative student feedback from comprehension question responses.
• Developing or evaluating data storytelling approaches in educational contexts based on the provided story materials.

Strengths

• Includes multiple qualitative data types: text transcripts, written responses, and instructional documents.
• Provides both original and revised versions of data story materials, allowing for analysis of iterative design.
• Released under a permissive CC-BY-4.0 license for reuse and adaptation.

Limitations

• Row count and specific column-level documentation are unknown, requiring manual inspection after download.
• The dataset's scale is small at 5.8 MB, which may limit the breadth of analysis.
• Data may reflect bias inherent to the specific educational context and participant sample from the study.

Provenance

Source

Yiyun Fan via figshare.

Collection Method

Likely collected from a compulsory introductory data science course as part of a research study.

Freshness

Last updated 2026-05-17 01:19:36; freshness should be verified.