The same tape at three zoom levels

A timeframe is the interval each candle compresses. A 1-minute candle packs one minute of trading into its four numbers; a 1-hour candle packs an hour; a daily candle packs a whole session. Change the timeframe and you have not changed the market — you have changed the zoom level on the same events.

That zoom changes the story, and it is worth being explicit about how:

Zoom in (1m) and every small wiggle becomes its own candle. The tape looks busy; each pullback feels urgent.
Zoom out (1d) and those same wiggles collapse into one long body. A frantic hour reads as a single calm step.

Neither view is more true. The fine frame answers what is happening right now; the coarse frame answers where are we, overall. Pick the frame that matches the question you are actually asking.

A worked example

Take one generic index session — call it GENCO — and look at it three ways.

On the 1-minute chart the session is a crowd of candles: a dozen little pushes and pullbacks, each one a decision. On the 1-hour chart that same stretch is four or five candles, and the crowd resolves into a shape — a rise, a rest, a recovery. On the 1-day chart the entire session is a single candle: one open, one close, two wicks. The panic that filled the 1-minute view is now one green body. Same events, three resolutions — and the frame you choose is the frame that decides which of those truths you see.

See it in kestrel

Do not take a single chart's word for the story. Run one recorded session and re-zoom it off the tape yourself:

npx kestrel.markets sim fomc-rate-decision-whipsaw

That runs a deterministic simulation over a generic session — managed licensed data, no wall time, no signup, no card — and prints a certified proof URL. Point the CLI back at the proof and it recomputes the whole record on your own machine, byte for byte, so you can re-aggregate it into any frame you like:

npx kestrel.markets certify https://kestrel.markets/proof/art_d29415f0cf502f4a218a9cba

Keep the zoom knob one command away: drop the kestrel.markets MCP server into your client and the next session is already wired up — no account in between.