The amount of data accumulated showed a significant decline when users were responsible for tracking their own data as opposed to when the smart devices constantly and automatically recorded users' data. This means that there can be more gaps or missing information in the dataset when users wish to analyze their histories.
The "False" data represents the frequency of when the smart devices automatically tracked the users' weights. The "True" data represents how many times users recorded their weights. Even though some weight measurements were automatically recorded to their smart devices, the majority of users had to manually input their information. Regardless of automatic or manual recordings, the dataset supplied less than 70 data points.