neurodatasets 0.1.0

A curated collection of neuroscience and brain-related datasets for data analysis, statistical modeling, and machine learning research. Includes biomedical voice recordings, MRI brain imaging, Alzheimer's and Parkinson's disease biomarkers, epilepsy seizures, ADHD symptoms, dopamine and serotonin measurements, cognitive impairment, brain size across species, sleep studies, PTSD, migraine treatment, and more from curated R packages on CRAN.

neurodatasets

The neurodatasets package provides a curated collection of neuroscience and brain-related datasets for data analysis, statistical modeling, and machine learning research. Includes biomedical voice recordings, MRI brain imaging, Alzheimer's and Parkinson's disease biomarkers, epilepsy seizures, ADHD symptoms, dopamine and serotonin measurements, cognitive impairment, brain size across species, sleep studies, PTSD, migraine treatment, and more from curated R packages on CRAN.

Installation

You can install the neurodatasets package from PyPI:

pip install neurodatasets

Usage

import neurodatasets as nd

# List all available datasets

datasets = nd.list_datasets()
print(datasets)

# Load a specific dataset

df = nd.load_dataset('encephalitis_herpes')
print(df.head())

# Describe dataset

df_01 = nd.describe('sleep_study_college')
print(df_01)

📊 Some Available Datasets

Dataset	Description
gray_matter_patterns	This dataset contains expected patterns of gray matter derived from large-scale meta-analyses by the ENIGMA consortium.
white_matter_patterns	This dataset contains expected patterns of white matter derived from large-scale meta-analyses by the ENIGMA consortium.
encephalitis_herpes	This dataset contains cases of herpes encephalitis in children observed in Bavaria and Lower Saxony between 1980 and 1993.
sleep_study_college	This dataset contains data on sleep patterns and academic performance for college students.
alzheimer_smoking	This dataset contains smoking history and disease classification from a case-control study on Alzheimer's disease.
brain_size_iq	This dataset contains brain size, IQ scores and gender data from psychology students for intelligence research.
mammal_brains	This dataset contains brain weight, body weight, gestation length and litter size across 96 mammal species.
chimp_brains	This dataset contains Brodmann's area 44 asymmetry measurements in chimpanzees by sex.

Run neurodatasets.list_datasets() or nd.list_datasets() (using nd as alias) to see the full list of available datasets.

Disclaimer

The datasets included in neurodatasets are provided strictly for educational, research, and informational purposes. All datasets originate from curated R packages available on CRAN and retain their original licenses and attributions.

The author of neurodatasets makes no warranties, express or implied, regarding the accuracy, completeness, or suitability of any dataset for a particular purpose. Users are solely responsible for ensuring that their use of these datasets complies with applicable laws, regulations, and ethical guidelines.

Any findings, conclusions, or decisions derived from the use of these datasets are the sole responsibility of the user. The author shall not be held liable for any direct, indirect, incidental, or consequential damages arising from the use or misuse of the datasets included in this library.

For clinical, diagnostic, or medical decision-making purposes, always consult qualified healthcare professionals.

License

The neurodatasets library is released under the GPL-3.0, which allows free use, modification, and distribution, provided that any derivative work is also released under the same GPL-3.0 license. See the LICENSE file for details.