Datasets#

Please cite the respective paper for every dataset that you use in your research.

Download your dataset and load it into memory with these few lines of code:

import pymovements as pm

# Initialize the dataset object with its name
# Specify your local directory for saving and loading data
dataset = pm.Dataset(name='EMTeC', path='path/to/your/data/directory')

# Download the dataset and extract all archives.
dataset.download()

# Load the dataset into memory for processing
dataset.load()

Public Datasets#

Dataset	Citation	Samples	Events	Reading Measures	# Subjects	# Sessions per Subject	Sampling Rate	Stimulus Type
`BSC`	[Pan et al., 2022]		X		60	1	500 Hz	Text (sentences)
`BSCII`	[Yan et al., 2025]		X		60	1	1000 Hz	Text (sentences)
`CodeComprehension`	[Alakmeh et al., 2024]		X		27	1-2	2000 Hz	Text (code)
`CopCo`	[Björnsdóttir et al., 2023, Hollenstein et al., 2022, Reich et al., 2024]	X	X	X	58	1	1000 Hz	Text (documents)
`DAEMONS`	[Schwetlick et al., 2024]		X		250	1	1000 Hz	Image
`DIDEC`	[van Miltenburg et al., 2018]	X			112	1	250 Hz	Image
`EMTeC`	[Bolliger et al., 2024]	X	X		107	1	2000 Hz	Text (documents)
`FakeNewsPerception`	[Sümer et al., 2021]		X		25	1	600 Hz	Text (documents), Image
`GazeGraph`	[Lan et al., 2020]	X			8	1	30 Hz	Various
`GazeOnFaces`	[Coutrot et al., 2016]	X			405	1	250 Hz	Video
`GazeBase`	[Griffith et al., 2021]	X			322	1-9	1000 Hz	Random Dots, Text (documents), Video, Game
`GazeBaseVR`	[Lohr et al., 2023]	X			407	1-6	250 Hz	Random Dots, Text (documents), Video, Game
`HBN`	[Alexander et al., 2017]	X			1246	1	120 Hz	Video
`InteRead`	[Zermiani et al., 2024]	X	X		50	1	1200 Hz	Text (documents)
`JuDo1000`	[Makowski et al., 2020]	X			150	4	1000 Hz	Random Dots
`PoTeC`	[Jakobi et al., 2024]	X			75	1	1000 Hz	Text (documents)
`Provo`	[Luke and Christianson, 2018]		X		470	1	1000 Hz	Text (documents)
`SBSAT`	[Ahn et al., 2020]	X	X		95	1	1000 Hz	Text (documents)
`UCL`	[Frank et al., 2013]		X	X	117	1	500 Hz	Text (sentences)

Example Datasets#

Dataset	Samples	Events	Reading Measures	# Subjects	# Sessions per Subject	Sampling Rate	Stimulus Type
`ToyDataset`	X			1	1	1000 Hz	Text (documents), Random Dots
`ToyDatasetEyeLink`	X			1	1	1000 Hz	Text (documents)