Abstract: Embodiments herein provide methods, systems, suitable for the analysis of both complex and conventional data pertaining to an individual user or human activity that is received in real-time and/or in batches from a variety of data source types, to identify and produce results that benefit the individual user. One general aspect includes a method comprising: receiving input data from a plurality of peripheral devices, e.g., one or more interface devices for a user device; analyzing the input data to generate a plurality of data analysis streams of time-series data relating to a user of for a first period of time; generating a plurality of user or system generated insight based time tags for second periods of time within the first period of time; and generating a dashboard for display to the user.