Data is collected using automated tools and algorithms that scan social media platforms for keywords and phrases related to health conditions. For instance, during the COVID-19 pandemic, terms like "fever," "cough," and "loss of smell" were monitored to gauge the spread of the virus. Advanced techniques like natural language processing (NLP) and machine learning are employed to filter relevant information from the vast amount of data available.