oil_3w_Type_2: Oil Wells Dataset – Type 2

In harbinger: A Unified Time Series Event Detection Framework

Oil Wells Dataset – Type 2

Description

First realistic dataset with real events in oil well drilling. The data available in this package consist of time series already analyzed and applied in research experiments by the DAL group (Data Analytics Lab). The series are divided into 7 groups (Type_0, Type_1, Type_2, Type_4, Type_5, Type_6, Type_7 and Type_8). Creation date: 2019. See cefet-rj-dal/united for detailed guidance on using this package and the other datasets available in it. Labels available? Yes

Usage

data(oil_3w_Type_2)

Format

A list of time series.

Details

This package ships a mini version of the dataset. Use loadfulldata() to download and load the full dataset from the URL stored in attr(url).

Source

UCI Machine Learning Repository

References

3W dataset (UCI repository). See also: Truong, C., Oudre, L., & Vayatis, N. (2020). Selective review of change point detection methods. Signal Processing, 167, 107299.

Examples

data(oil_3w_Type_2)
s <- oil_3w_Type_2[[1]]
mean(s$event)  # proportion of change points

harbinger documentation built on Feb. 11, 2026, 9:06 a.m.