Dataset

A Dataset is a tabular pandas data structure to manage time-series data.

Constructor

Dataset([data, index, columns, dtype, copy])

Base type of datasets

Attributes

Dataset.attributes	Returns the dataset attributes
Dataset.ids	Returns the unique ids in the dataset
Dataset.interval	Returns the time interval this object spans

Serialization / IO / conversion

Dataset.from_csv(file[, indices])

Read a dictionary-alike object from a .csv file as a pandas DataFrame.

Indexing

Dataset.att(timestamps[, columns])
Dataset.atid(ids[, attributes])	Select rows by the given id and optionally by attributes

Filtering

Dataset.during(since, until[, include_until])

Select rows within a specific time range (include "since", exclude "until").

All pandas DataFrame methods are also available.