Nice!

Mplots make recurrence plots more scalable (a million data points plus) without running out of time or memory. In [a] we show examples on data from insects, bats, people, astronomy, medicine.

In [b] there is a how to tutorial and a guide to interpreting Mplots/ recurrence plots (starting on page 231)

[a] Matrix Profile XXVI: Mplots: Scaling Time Series Similarity Matrices to Massive Data. Maryam Shahcheraghi, Ryan Mercer, João Manuel de Almeida Rodrigues, Audrey Der, Hugo Filipe Silveira Gamboa, Zachary Zimmerman and Eamonn Keogh. ICDM 2022

dropbox.com/scl/fo/kqinow8nyvazpkmnizoo4/AAku3Qx36Q1YsnmLfEkBFBo/MPLOT_V0044.pdf?rlkey=nn7bp8qbzxgmbj7hgwmghkqg5&dl=0

[b] https://www.dropbox.com/scl/fi/mw5gl15j0287oaq2qhz7i/Time-Series-Motif-Tutorial_2025.pdf?rlkey=cnxzyuiudtv7uy571bk6j39gc&e=1&dl=0