Time Bucketing

Time bucketing is grouping events into equal time intervals — hourly, daily, weekly — so a continuous stream becomes points you can plot on a chart.

Every trend chart hides a time-bucketing decision: events that happen at scattered instants must be gathered into time buckets to form a line or bars. The bucket size changes the story's shape: an hourly bucket shows swings and detail but is busy; a weekly bucket is smooth and readable but swallows short jumps. A wrong choice can hide a pattern — a two-hour peak vanishes entirely in a weekly view — or make noise look big. A common trap is the 'incomplete bucket': the range's last bucket is usually not yet full (today, whose half has just passed), and comparing it to full buckets shows a fake dip. The bucket size should fit the question you are asking, not the tool's default.