Douban Women's Fitness Community Analysis: Digital Ethnography and Topic Modeling

A mixed-methods research paper analyzing the Women Fitness community on Douban, a Chinese social platform. The study, authored by Siqi Fan and last updated in May 2026, employs digital ethnography, topic modeling, sentiment analysis, and engagement metrics to examine feminist counterpublics and digital subjectivities. The dataset is a 40.6 KB document file.

Use Cases

• Conduct topic modeling based on community discussions mentioned in the description
• Perform sentiment analysis on affective circulation within the community
• Analyze participatory governance structures based on moderation practices described
• Study the formation of feminist counterpublics using digital ethnography methods

Strengths

• Dataset is openly licensed under CC-BY-4.0, permitting reuse and adaptation.
• The description details a mixed-methods design combining digital ethnography, topic modeling, sentiment analysis, and engagement metrics.

Limitations

• The dataset is a 40.6 KB document file, indicating a very limited scope of raw data.
• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.

Provenance

Source

figshare

Collection Method

The description indicates a mixed-methods design combining digital ethnography, topic modeling, sentiment analysis, and engagement metrics.

Freshness

Last updated 2026-05-01 05:27:36; freshness should be verified.

Geography

China