Time Series

To the best of its authors' knowledge, this is the first realistic and public dataset with rare undesirable real events in oil wells that can be readily used as a benchmark dataset for development of machine learning techniques related to inherent difficulties of actual data.

Contains 42 annotated time series collected for the development and evaluation of change point detection algorithms.