Datasets

NeuroKit includes datasets that can be used for testing. These datasets are not downloaded automatically with the package (to avoid increasing its weight), but can be downloaded via the nk.data() function.

ECG (1000 hz)

Type

Frequency

Signals

Single-subject

1000 Hz

ECG

data = nk.data(dataset="ecg_1000hz")

ECG - pandas (3000 hz)

Type

Frequency

Signals

Single-subject

3000 Hz

ECG

data = nk.data(dataset="ecg_3000_pandas")

Resting state (5 min)

Type

Frequency

Signals

Single-subject resting state

100 Hz

ECG, PPG, RSP

data = nk.data(dataset="bio_resting_5min_100hz")

Resting state (8 min) - Single subject

Type

Frequency

Signals

Single-subject resting state

100 Hz

ECG, RSP, EDA, Photosensor

data = nk.data(dataset="bio_resting_8min_100hz")

Resting state (8 min) - Four subjects

Type

Frequency

Signals

Multiple-subjects resting state

200 Hz

ECG, RSP, Photosensor (with Participant ID labels)

data = nk.data(dataset="bio_resting_8min_200hz")