2026-10-14T20:18:01Z https://www.scidb.cn/oai

10.57760/sciencedb.42859 2026-07-13T14:50:21Z

2026-07-13 Python scripts for CBTI video quality and engagement analysis doi:10.57760/sciencedb.42859 en This dataset contains the Python scripts used for statistical analysis in the study "Cross-Platform Evaluation of Cognitive Behavioral Therapy for Insomnia (CBTI) Content Quality on Chinese Social Media: A Comparative Analysis of Chinese Short-Video Platforms". The scripts perform the following analyses: (1) Composite Quality Index (CQI) calculation with Min-Max normalization and weighted averaging; (2) Engagement Score computation using hierarchical weights (likes, comments, shares, collections); (3) Spearman rank correlation analysis with Fisher z-transformation for 95% confidence intervals; (4) Exploratory Factor Analysis (EFA) on engagement metrics; and (5) Sensitivity analysis for both CQI and engagement weighting schemes. The code is accompanied by a README file and a requirements.txt file listing all dependencies. Cognitive Behavioral Therapy for Insomnia; CBTI; social media; short-video platforms; content quality; engagement metrics; Spearman correlation; exploratory factor analysis; sensitivity analysis; health communication Ye Miaoyu PUBLIC https://creativecommons.org/licenses/by/4.0/ dataset http://www.doi.org/10.21203/rs.3.rs-9422268/v1 Science Data Bank