Make your device data tell stories. Stops, trips, mileage, geofencing, driving quality — you define what metrics or events to detect; flespi analytics knows how to calculate them in no time.
Check analytics changelog for the latest updates and developments.
Instant insights
Real-time calculation of intervals thanks to a carefully thought-out architecture delivers condensed information gems immediately available in your app or solution.
User-defined logic
You are free to script any logical expressions that your business processes require — use any parameters that come in a message to find the answers you need.
Expressions of any complexity
Starting from the simple ones like speed<=5 to complex ones involving multiple parameters and nested
functions, e.g. abs(speed-#speed)>10||round(mileage())>20. Combine parameters, perform mathematical and logical operations,
refer to the previous values, validate missing values, etc.
Automatic recalculation
When the new messages arrive, the analytics engine will automatically recalculate all affected intervals in an instant. Even if it’s a black box with messages from long ago. BTW, you are in control of the recalculation period.
Long-term storage of results
Intervals contain aggregated data based on hundreds of messages. Therefore, storing intervals is more efficient. And in fact, more reasonable — it’s unlikely you will need raw messages from one year ago, however, it’s OK to have reports (i.e. intervals) from a few years back for analysis or comparison. You can set the raw messages TTL to a smaller period (e.g. a month) and set intervals TTL to a larger period (e.g. a year).
Efficient scooter management for your sharing business (contains basic easy-to-reproduce examples)
Interval
In a word, it's a summary for a set of messages meeting the specified criteria. Technically speaking, it's a JSON message with a set of mandatory fields ("begin", "end", "duration", "id", and "timestamp") and optional fields that appear only when a counter with such name is defined.
Selector
It's a set of rules used by the analytics engine to split device messages into intervals based on user-defined criteria.
Counter
It's a function extracting specific valuable pieces of information from the interval messages.
Expression
It's a combination of logical and mathematical operators, parameter references, and functions used to evaluate selectors and counters.
Calculator
It's an entity in the analytics engine (and flespi panel) incorporating selectors, counters, and additional configuration for correct intervals calculation.