A general function to get all the relevant element to decompose a calendar time serie (based on the absolute date of publication) The main outputs are stored into a "time_serie_board" object. It includes:
The original data frame grouped by days ("all_per_day") with additional "corrected" values (for instance, substracting seasonality, trend, outliers…)
The seasonal week day values determined by time decomposition.
A cubic polynomial model for the global trend (also determined by time decomposition)
A set of "extreme" outliers defined by cook distance. From time to time, the website seems especially inactive (probably a maintenance issue)
1 | get_calendar_time_series(logs_board)
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