Table 1 Data reduction approach Step... | Emerald Publishing

Table 1

Data reduction approach

Step	Explanation	Tweets
Data collection	Number of tweets mentioning ChatGPT between December 1, 2022, and March 31, 2023 (excluding retweets and non-English tweets)	2,408,153
Identify education-related tweets	Restricted dataset to tweets containing educ, teach universit, school, or college*	91,842
Conduct unsupervised topic modelling (BERTopic)	Restricted dataset to a specific topic discussing banning ChatGPT in an educational setting	1,260

Step	Explanation	Tweets
Data collection	Number of tweets mentioning ChatGPT between December 1, 2022, and March 31, 2023 (excluding retweets and non-English tweets)	2,408,153
Identify education-related tweets	Restricted dataset to tweets containing educ, teach universit, school, or college*	91,842
Conduct unsupervised topic modelling (BERTopic)	Restricted dataset to a specific topic discussing banning ChatGPT in an educational setting	1,260

Source(s): Table generated by the authors based on collected data