Vertical upward oil-water two-phase flow with polymer is investigated.
Flow pattern variation with the polymer via recurrence plot is revealed.
The suppression of turbulent fluctuation is analyzed through recurrence quantification analysis.
Multi-scale weight complexity entropy causality plane is utilized for oil-water flows with polymer.