posthog Choosing a trend line vs a slope view
"How did X change between A and B?" is ambiguous. Two charts answer two different questions, so clarify before you build unless the user already named one:
- Change over time (line) — the value at every interval across the range. Shows the path: dips, spikes, when it moved. This is the default trend.
- Start vs end (slope) — only the first and last point, one line per series connecting them. Shows the net change and, across many series, which rose, which fell, and any rank flips — without the noise of the path between.
When the request could be either, ask a short either/or, e.g.:
Do you want to see how it moved across the whole period (a line chart), or just the change from the start to the end (a slope chart)?
If the user clearly wants one — "just tell me how much it grew start to end" → slope; "show me the trend / when did it spike" → line — skip the question and build it.
How to render each
Both come from the same TrendsQuery over the same date range — the slope is
that series collapsed to its first and last point, not a different query.
Change over time → line
Default trends behavior. Create or run a TrendsQuery and leave
trendsFilter.display as ActionsLineGraph (the default, "change over time"):
{
"kind": "TrendsQuery",
"series": [{ "kind": "EventsNode", "event": "$pageview", "math": "total" }],
"dateRange": { "date_from": "2025-01-01", "date_to": "2025-03-31" },
"trendsFilter": { "display": "ActionsLineGraph" }
}
Start vs end → slope
Run the trend with posthog:query-trends. The result card Max renders has a
Line / Bar / Slope view toggle — switch it to Slope to show each series as
a single line from its first to its last point, with the per-series change in the
legend. Tell the user they can flip to the Slope view on the result.
The slope view is best for a clean before→after comparison, especially with several series/categories whose relative movement matters. Pick a date range whose two ends are the points you want compared (the slope uses the first and last interval).
Important limits
- Two surfaces, one computation. Both the inline slope (Max's
query-trendsresult card) and the saved-insight slope (ChartDisplayType.SlopeGraph, behind theslope-graph-insightfeature flag) show the same thing: the first interval's value vs the last interval's value, at the chosen group-by interval. The grouping defines the slope — group by month to compare the first vs last month, by day for the first vs last day. Use the inline view for a quick before→after on a result you're already looking at; reach for the saved display to persist it on a dashboard where the flag is enabled. A still-accumulating final period is shown as-is with a dashed connector, the same affordance the line chart uses for an incomplete tail. - For period-over-period on a single series (this month vs last), a line with
compareFilter: { "compare": true }overlays the two periods; a slope is the better fit when comparing the endpoints of many series at once.