Explore the concept of testing topological conjugacy in time series analysis during this 30-minute conference talk presented by Justyna Signerska-Rynkowska from the Institute of Mathematics of the Polish Academy of Sciences and Dioscuri Centre in TDA. Delve into advanced mathematical techniques used to analyze and compare complex time-dependent systems, gaining insights into the structural similarities and differences between various time series data sets. Learn how topological conjugacy can be applied to real-world problems and its implications for understanding dynamical systems across different fields of study.