SocialCD-3K

Citation Author(s):
Guanghui
Fu
Submitted by:
Hongzhi Qi
Last updated:
Sun, 06/09/2024 - 05:42
DOI:
10.21227/jb3w-j696
Data Format:
.tsv
License:
Creative Commons Attribution
329 Views
Categories:
Social Sciences
Health
Keywords:
Cognitive distortions；Mental health； Social media
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Abstract 

We sourced our data by crawling comments from the “Zoufan” blog within the Weibo social platform. Subsequently, a team of qualified psychologists were enlisted to annotate the data. In our study, strict data preprocessing measures were adopted to protect users’ privacy.

SocialCD-3K (Cognitive Distortion Classification)

  • Labels and Number of Samples:
    • All-or-nothing thinking: 77
    • Over-generalization: 141
    • Mental filter: 378
    • Disqualifying the positive: 27
    • Mind reading: 121
    • The fortune teller error: 652
    • Magnification: 321
    • Emotional reasoning: 16
    • Should statements: 84
    • Labeling and mislabeling: 1961
    • Blaming oneself: 188
    • Blaming others: 27
  • Data Split:
    • Training set: 2725 samples
    • Test set: 682 samples
  • Average Number of Labels per Sample: 1.71
  • Average Number of Words per Post: 42.56
Funding Agency: 
National Natural Science Foundation of China
Grant Number: 
72174152, 72304212 and 82071546

Comments

Nice 

Submitted by Yu Ren on Mon, 06/10/2024 - 05:12

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