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File Structure

├── Data
│   ├── en_dup.csv
│   └── USC_Melady_Lab_hasDup.csv
├── Data Analysis
│   └── data_process.ipynb
├── Data Collecting
│   └── snopes.py
├── LICENSE
└── README.md

Data Collecting

  • snopes.py by Tianqi
    • It is used to collect data from website www.snopes.com and qc.wa.news.cn (departed)

Data Analysis

data_process.ipynb is written on Jupyter Notebook.

Data

  • en_dup.csv

    • The number of records: 7179.
    • Part of data are collected manually by keywords searching from sources such as twitter.com.
    • Data from www.snopes.com and qc.wa.news.cn are collected by 'snopes.py'.
  • USC_Melady_Lab_hasDup.csv

    • The number of records: 35134 (with duplicates).
    • Data come from usc-melady.github.io/COVID-19-Tweet-Analysis/misinfo.html, accessed in May.
    • Reference: Sharma, Karishma, et al. "Coronavirus on social media: Analyzing misinformation in Twitter conversations." arXiv preprint arXiv:2003.12309 (2020).

Acknowledgement

  • We thank Tianqi, Wenshuo, Jianni, Xiaofeng, and Hanlong for rumor data collection and labeling.

The MIT License (MIT)

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