Subject area	Health Informatics, Health Science
More specific subject area	Using wearables and social media to collect hard and soft data for further usage in health science
Type of data	Text files (4 CSV files)
How data was acquired	Pilot experiment – 2×50 days, one participant, Twitter – sentiment data, Fitbit Charge HR, Basis Peak – heart rate data
Data format	Raw, Preprocessed
Experimental factors	Heart rate collected 24×7 together with min. 20 tweets recorded per day during 2× 50 days' experiments
Experimental features	The paper describes the procedure of parallel acquisition of heart rate sensory data and tweets expressing sentiment and difficulties related to this procedure.
Data source location	Zurich, Switzerland
Data accessibility	Data is provided with this article