Time series analysis patterns. Use when the user mentions: time series, gaps in data, missing dates, sparse data, irregular intervals, binning, time buckets, rounding timestamps, 5-minute intervals, hourly buckets, normalise time, fill gaps, spine, date spine, continuous axis, aggregation over time, interval aggregation, IoT, sensor data, event data, tick data.