medium · Order Flow Analysis footprint-delta

Which specific execution footprint is most characteristic of a Time-Weighted Average Price (TWAP) algorithm utilized by a large institutional buyer?

  1. Heavily positive delta spikes occurring only during the opening and closing thirty minutes of the session.
  2. Ask volume that rises and falls in rough proportion to the overall market's total traded volume within each bar interval.
  3. Remarkably consistent ask volume in every bar with a cumulative delta that rises in a smooth, nearly linear fashion.
  4. Large clusters of bid volume resting at a single price level that instantly refreshes the moment that price is hit by sellers.

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