Root cause analysis and visualization with timeseries data

[FelixSaretzky]

Hello,

does somebody have an example code on how to use timeseries data in a following dataframe structure:
Timestamp, Sensor 1, Sensor 2, Sensor n+1, Failure (0 or 1)?
I want to perform a causal discovery and want to find a potential root cause of my failures.