cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.58153/m71kg-hqd54
title: L2 Political Academic Voter File, 2022-05-19 Delivery

description: NYU Libraries has licensed access to the L2 Political Academic Voter File. The file is a continuously updated dataset consisting of public information for every registered voter in the United States and includes basic socio-demographic indicators (some of which are modeled), consumer preferences, political party affiliation, voting history, and more. 

The data consists of .tab files organized into individual state folders (all states and DC). Each state folder contains two files: demographics data and voter history data, with a data dictionary for each dataset. The size of the folders vary by state and data for all states adds up to approximately 40 GB. The data is organized into releases, generally two per year (spring and fall), which represent a snapshot of the country's voters at the time of the dataset creation.

NYU has also licensed access to L2 Political historical backlog of data. This backlog includes versions of the L2 Processed voter file going back to 2008 (for most U.S. states) and unprocessed "raw" state voter rolls, also going back to 2008 for most U.S. states.

This collection is available to NYU faculty and students only, and requires user to first submit a data management plan to account for how access and storage of the data will be handled. Information on how to submit a request to use this data and create a data management plan is available at https://guides.nyu.edu/l2political.
DOI: 10.15468/dl.6ba5mk
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hylodes japi"
 ]
}

 The dataset includes 30 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031131-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13720812
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.kpuq8u
title: Occurrence Download

description: A dataset containing 15014 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (USA.41_1, USA.34_1, USA.47_1, USA.43_1, USA.19_1, USA.11_1, USA.10_1)",
 "TaxonKey is Sylvilagus floridanus"
 ]
}

 The dataset includes 15014 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031130-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jgspvh
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ailuropoda melanoleuca"
 ]
}

 The dataset includes 63 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031132-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4z73wc
title: Occurrence Download

description: A dataset containing 81921 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Testudines"
 ]
}

 The dataset includes 81921 records from 283 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031055-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17601116
title: Leitsätze des BGH im Zeitraum 2000 bis 2025

description: Leitsätze des BGH (alle Senate) im Zeitraum 2000 bis 2025

GitHub: https://github.com/xi2pi/projekt_leitsatz

Formate: .docx, .txt, .md, .csv, .xlsx, .xlm

Datum: 2025-11-13Anzahl der Entscheidungen: 21.535

Als Quelle wurde folgender Datensatz verwendet, aus dem die Daten extrahiert wurden:

- Fobbe, S. (2025). Corpus der Entscheidungen des Bundesgerichtshofs (CE-BGH) (2025-04-07) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15153244 (GitHub: https://github.com/SeanFobbe/ce-bgh)
DOI: 10.5281/zenodo.17601115
title: Leitsätze des BGH im Zeitraum 2000 bis 2025

description: Leitsätze des BGH (alle Senate) im Zeitraum 2000 bis 2025

GitHub: https://github.com/xi2pi/projekt_leitsatz

Formate: .docx, .txt, .md, .csv, .xlsx, .xlm

Datum: 2025-11-13Anzahl der Entscheidungen: 21.535

Als Quelle wurde folgender Datensatz verwendet, aus dem die Daten extrahiert wurden:

- Fobbe, S. (2025). Corpus der Entscheidungen des Bundesgerichtshofs (CE-BGH) (2025-04-07) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15153244 (GitHub: https://github.com/SeanFobbe/ce-bgh)
DOI: 10.5281/zenodo.17601642
title: Customized GO Annotation for mice in the repair of jaw defect
DOI: 10.5281/zenodo.17601643
title: Customized GO Annotation for mice in the repair of jaw defect
DOI: 10.5281/zenodo.17586581
title: Romanian word2vec embeddings trained on OpenSubtitles Part 1

description: This dataset contains the subs2vec embeddings for Romanian, as presented in https://zenodo.org/records/17243814. The embeddings were trained on large-scale subtitle corpora and represent semantic vector spaces derived from naturalistic language use in films and television from the OpenSubtitles 2018 datasets: https://opus.nlpl.eu/OpenSubtitles/corpus/version/OpenSubtitles. 

For this language, we provide all embedding variants explored in the study. Specifically, the dataset includes vectors generated under different combinations of:



Dimensionality: multiple vector sizes (e.g., 100, 200, 300, …)

Window size: varying context windows (e.g., 2, 5, 10, …)

Each file corresponds to a unique configuration (dimension × window size). 


Each file contains the vocabulary for that language (column 1) and then the embedding values (columns 2 through dimension size + 1). 

If you use this dataset, please cite:



Manuscript: https://doi.org/10.5281/zenodo.17243812 

Data: This Zenodo dataset (using the DOI provided here)
DOI: 10.5281/zenodo.17586582
title: Romanian word2vec embeddings trained on OpenSubtitles Part 1

description: This dataset contains the subs2vec embeddings for Romanian, as presented in https://zenodo.org/records/17243814. The embeddings were trained on large-scale subtitle corpora and represent semantic vector spaces derived from naturalistic language use in films and television from the OpenSubtitles 2018 datasets: https://opus.nlpl.eu/OpenSubtitles/corpus/version/OpenSubtitles. 

For this language, we provide all embedding variants explored in the study. Specifically, the dataset includes vectors generated under different combinations of:



Dimensionality: multiple vector sizes (e.g., 100, 200, 300, …)

Window size: varying context windows (e.g., 2, 5, 10, …)

Each file corresponds to a unique configuration (dimension × window size). 


Each file contains the vocabulary for that language (column 1) and then the embedding values (columns 2 through dimension size + 1). 

If you use this dataset, please cite:



Manuscript: https://doi.org/10.5281/zenodo.17243812 

Data: This Zenodo dataset (using the DOI provided here)
DOI: 10.15468/dl.ng89zv
title: Occurrence Download

description: A dataset containing 157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hylodes lateristrigatus"
 ]
}

 The dataset includes 157 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031133-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ey4dxa
title: Occurrence Download

description: A dataset containing 1236854 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pieridae",
 "Country is France",
 "HasCoordinate is true",
 "Year is greater than or equal to 2000",
 "BasisOfRecord is one of (Human Observation, Specimen, Machine Observation)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1236854 records from 5086 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031084-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s7av7x
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phoebe chekiangensis"
 ]
}

 The dataset includes 84 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006852-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5uxg67
title: Occurrence Download

description: A dataset containing 2359 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei)",
 "TaxonKey is Aythya baeri"
 ]
}

 The dataset includes 2359 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006856-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.58024/agcud93d7eb1
title: A crustal Pb isotope map of southeastern Australia

description: Supplementary Pb isotope data from "A crustal Pb isotope map of southeastern Australia" Liebmann et al. (2024): https://doi.org/10.1038/s41597-024-03996-5

Lead isotopes are a powerful geochemical tracer and a popular tool applied across a broad range of scientific fields, e.g., earth sciences, archaeology, and forensic sciences. Here we present a Pb isotope dataset collected from 232 igneous samples, spanning a ca. 2.3 million km2 area in southeastern Australia, and over 3 billion years of Earth history. This contribution provides a range of isotopic maps showing the spatial variability of Pb isotopes (206Pb/204Pb, 207Pb/204Pb, and 208Pb/204Pb), magma source U/Pb and Th/U, and model ages. The samples selected for this study encompass U- and Th-poor media (i.e., K-feldspar), and U- and Th-bearing sampling media (i.e., whole-rock), providing a temporally and spatially resolved image of U and Th distribution in the crust, and their influence on crustal Pb through radiogenic ingrowth. This dataset has the potential to benefit a wide variety of different disciplines and is an important resource for addressing earth science questions ranging from unravelling crustal differentiation and architecture, through tracing magma source U- and Th-enrichment, to mineral deposit genesis.
DOI: 10.15468/dl.q7t9nv
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Specimen)",
 "TaxonKey is Euphorbia gradyi"
 ]
}

 The dataset includes 28 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006857-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k3jhmc
title: Occurrence Download

description: A dataset containing 601 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudolarix amabilis"
 ]
}

 The dataset includes 601 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006858-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t46hnv
title: Occurrence Download

description: A dataset containing 1409 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.6_1",
 "OccurrenceStatus is Present",
 "Year is 2010"
 ]
}

 The dataset includes 1409 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006861-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ctqzcg
title: Occurrence Download

description: A dataset containing 2460 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Copidosoma floridanum"
 ]
}

 The dataset includes 2460 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006859-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17705652
title: Dataset for Non-pharmacological Interventions Improving MCI in High-Risk Stroke Populations

description: This dataset contains the complete raw and processed data used in the study evaluating the effects of non-pharmacological interventions—exercise therapy and acupuncture—on mild cognitive impairment (MCI) in stroke high-risk populations.

The dataset includes:





Baseline data (n = 200): demographic information, vascular risk factors, MMSE, Hachinski scores, and cognitive screening properties.




Intervention follow-up data (n = 90): three groups (Exercise, Acupuncture, Control), including pre- and post-intervention scores for MMSE, Memory test, Attention test, Animal fluency test, Rey–Osterrieth complex figure test, and Stroop test.




The data were collected using standardized neuropsychological assessments and follow-up protocols described in the manuscript.



These data were generated to support statistical analysis, group comparisons, and regression modeling reported in the study.Uploaded in XLSX format for reproducibility.
DOI: 10.5281/zenodo.17705651
title: Dataset for Non-pharmacological Interventions Improving MCI in High-Risk Stroke Populations

description: This dataset contains the complete raw and processed data used in the study evaluating the effects of non-pharmacological interventions—exercise therapy and acupuncture—on mild cognitive impairment (MCI) in stroke high-risk populations.

The dataset includes:





Baseline data (n = 200): demographic information, vascular risk factors, MMSE, Hachinski scores, and cognitive screening properties.




Intervention follow-up data (n = 90): three groups (Exercise, Acupuncture, Control), including pre- and post-intervention scores for MMSE, Memory test, Attention test, Animal fluency test, Rey–Osterrieth complex figure test, and Stroop test.




The data were collected using standardized neuropsychological assessments and follow-up protocols described in the manuscript.



These data were generated to support statistical analysis, group comparisons, and regression modeling reported in the study.Uploaded in XLSX format for reproducibility.
DOI: 10.15468/dl.hfcvey
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Romerolagus diazi",
 "Year 2010-2025"
 ]
}

 The dataset includes 72 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006862-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cm3d4x
title: Occurrence Download

description: A dataset containing 496 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Morphology of male and female terminalia and taxonomic revision of the burrower bugs genus Canthophorus (Heteroptera: Cydnidae)"
 ]
}

 The dataset includes 496 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006866-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.djzhax
title: Occurrence Download

description: A dataset containing 450 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Torreya grandis"
 ]
}

 The dataset includes 450 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006867-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xpnx4a
title: Occurrence Download

description: A dataset containing 3307 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.25.8_1",
 "OccurrenceStatus is Present",
 "Year 2012-2024"
 ]
}

 The dataset includes 3307 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006868-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.42ctdb
title: Occurrence Download

description: A dataset containing 21524 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.6_1",
 "OccurrenceStatus is Present",
 "Year is 2015"
 ]
}

 The dataset includes 21524 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006865-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30702569
title: Example Data Supporting a Cross-Domain Transfer Learning Framework for Seismic Interpretation

description: This repository contains the example seismic data used in our manuscript, serving as supplementary materials for demonstrating our cross-domain transfer learning framework for seismic interpretation.The following publicly available datasets are referenced in the manuscript:<b>Netherlands F3 Block</b><br>The Netherlands F3 block dataset is a widely used benchmark dataset in seismic interpretation studies. It can be downloaded from Zenodo:<br>https://zenodo.org/records/1471548<br>(Referenced in: Alaudah et al., 2019; Silva et al., 2019)<b>Teapot Dome Seismic Dataset</b><br>The Teapot Dome 3D seismic dataset is provided by the Society of Exploration Geophysicists (SEG), as described in Chiaramonte et al. (2008). Access information is available through SEG’s data portal.<b>Parihaka 3D Seismic Dataset</b><br>The Parihaka 3D seismic dataset is publicly available and can be downloaded from the SEG Wiki:<br>https://wiki.seg.org/wiki/Parihaka-3DIf you use the datasets linked above, please cite their original authors and data sources accordingly.
DOI: 10.6084/m9.figshare.30702569.v1
title: Example Data Supporting a Cross-Domain Transfer Learning Framework for Seismic Interpretation

description: This repository contains the example seismic data used in our manuscript, serving as supplementary materials for demonstrating our cross-domain transfer learning framework for seismic interpretation.The following publicly available datasets are referenced in the manuscript:<b>Netherlands F3 Block</b><br>The Netherlands F3 block dataset is a widely used benchmark dataset in seismic interpretation studies. It can be downloaded from Zenodo:<br>https://zenodo.org/records/1471548<br>(Referenced in: Alaudah et al., 2019; Silva et al., 2019)<b>Teapot Dome Seismic Dataset</b><br>The Teapot Dome 3D seismic dataset is provided by the Society of Exploration Geophysicists (SEG), as described in Chiaramonte et al. (2008). Access information is available through SEG’s data portal.<b>Parihaka 3D Seismic Dataset</b><br>The Parihaka 3D seismic dataset is publicly available and can be downloaded from the SEG Wiki:<br>https://wiki.seg.org/wiki/Parihaka-3DIf you use the datasets linked above, please cite their original authors and data sources accordingly.
DOI: 10.15468/dl.wtvrfm
title: Occurrence Download

description: A dataset containing 23519 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.6_1",
 "OccurrenceStatus is Present",
 "Year is 2020"
 ]
}

 The dataset includes 23519 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006869-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/bqm3-s078
title: "ISO IEC 14443 Type A PICC to PCD received ATQA IQ signal"

description: "This dataset comprises the in-phase (I) and quadrature (Q) components of ATQA signals acquired using an NI PXIe-5641R software-defined radio configured as the Proximity Coupling Device (PCD) in accordance with the ISO\/IEC 14443 Type A protocol. The signals are sampled at 12.5M samples\/s with a subcarrier frequency of 847.5 kHz. 6 groups of Proximity Integrated Circuit Cards (PICCs) from different vendors are included (categorized each group with alphabet from A to F), with 6 PICCs per group (using index from 1 to 6 to indicate), yielding a total of 36 PICCs. For each PICC, ATQA signals are collected at 21 PCD-PICC physical gaps ranging from 0 cm to 2 cm in 0.1 cm increments. At each physical gap, 12,000 samples are recorded, resulting in a total of 9.072 million samples in the dataset. PICCs of group B, C, E are ordered from Winso company and A, D, F are purchased from commercial market in Taiwan. The chip of A is MiFare MF1; B is NTAG 213; C and D are NTAG 215; E and F are S50."
DOI: 10.15468/dl.fk6nvq
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((107.51461 -8.03074,108.2424 -8.03074,108.2424 -7.28873,107.51461 -7.28873,107.51461 -8.03074))",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is CR",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006870-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vpbecb
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((107.51461 -8.03074,108.2424 -8.03074,108.2424 -7.28873,107.51461 -7.28873,107.51461 -8.03074))",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is EN",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 60 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006871-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s8xzn8
title: Occurrence Download

description: A dataset containing 1153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Castanopsis hystrix"
 ]
}

 The dataset includes 1153 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006873-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xax3gr
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Specimen, Material citation)",
 "TaxonKey is Euphorbia guatemalensis"
 ]
}

 The dataset includes 83 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006872-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.