cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29646644
title: Data_set.xlsx

description: Metabolic control among patients with type 2 diabetes mellitus (T2DM) in an urban Ecuadorian ambulatory clinic is significantly associated with sociodemographic factors, particularly gender, age, educational attainment, and type of health insurance.<br>Women of working age with low educational levels and enrolled in general public insurance exhibited the highest rates of poor glycemic and cardiovascular risk control.<br>Multivariable analyses confirmed that intersecting social positions (e.g., female sex + low education + general insurance) were associated with worse metabolic indicators, especially uncontrolled HbA1c and blood pressure.
DOI: 10.6084/m9.figshare.29646644.v1
title: Data_set.xlsx

description: Metabolic control among patients with type 2 diabetes mellitus (T2DM) in an urban Ecuadorian ambulatory clinic is significantly associated with sociodemographic factors, particularly gender, age, educational attainment, and type of health insurance.<br>Women of working age with low educational levels and enrolled in general public insurance exhibited the highest rates of poor glycemic and cardiovascular risk control.<br>Multivariable analyses confirmed that intersecting social positions (e.g., female sex + low education + general insurance) were associated with worse metabolic indicators, especially uncontrolled HbA1c and blood pressure.
DOI: 10.15468/dl.tzthtx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trachemys scripta",
 "Country is Latvia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046035-250717081556266/datasets/export for details.
DOI: 10.15468/dl.dhpfyu
title: Occurrence Download

description: A dataset containing 159 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Batrochoglanis villosus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 159 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046037-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/sjts2m64fd.1
title: Iterative pruning of non-phenotyped non-parent animals and back-solving of their solutions followed by the genetic evaluation analysis

description: Many animals entering the genetic evaluation analysis do not contribute any information (non-phenotyped) and they do not receive any progeny information (not parent to any phenotyped descendants). If these animals are removed from the analysis, the number of equations to solve and the computational demands are reduced. Using an example data and the R code (the attached files; the data itself is created by the R code), it is shown how to prune the pedigree by iteratively discarding non-phenotyped non-parent animals.

The evaluation of pruned animals is necessary. However, the evaluation (i.e., breeding value and its reliability) of these animals is fully conditional to their parent(s). Therefore, their evaluation can be obtained at a much lower computational cost out of the equation system. The attached data and R code show this procedure (called back-solving).
DOI: 10.15468/dl.37qkbw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Callinectes sapidus",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046039-250717081556266/datasets/export for details.
DOI: 10.15468/dl.8emjuy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Crocodylus johnsoni)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046041-250717081556266/datasets/export for details.
DOI: 10.15468/dl.7qbt9r
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Crocodylus johnsoni)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046040-250717081556266/datasets/export for details.
DOI: 10.17632/8jpxn4fr3x.1
title: NeuroOM: EEG Dataset Capturing Brain Responses to Musical and Non-Musical OM ("ॐ" ) Sound

description: Electroencephalography (EEG) is a popular non-invasive technology for recording electrical activity in
the brain, which can provide useful insights on cognitive and emotional responses to auditory stimuli.
In this work, we offer a unique EEG dataset gathered during OM ("ॐ" ) sound listening sessions, which is
intended to evaluate the brain processes related with musical and non-musical auditory experiences. The
data was collected using the Emotiv Insight headset, a five-channel EEG equipment that collects signals
at the AF3, AF4, T7, T8, and Pz electrode sites. A total of 132 EEG recordings are provided in European

Data Format (.edf) and classified into three levels of data processing: raw, standardized, and pre-
processed. Each stage contains data from two auditory conditions—musical OM ("ॐ" ) and non-musical OM ("ॐ" )—

which allow for an organized and comparative investigation of brain responses.
The raw data is divided into 44 files, 22 labeled as rm_.edf, representing raw EEG signals recorded
during musical OM ("ॐ" ) sound exposure, and 22 labeled as rn_.edf, indicating raw EEG signals recorded
during non-musical OM ("ॐ" ) sound exposure. These files preserve the original signal properties, including
noise and artifacts, and are designed for researchers working on custom preprocessing, signal quality
assessment, and artifact removal algorithms. The second stage includes standardized data, which consists
of 44 files designated as m_.edf and n_.edf, representing musical and non-musical OM ("ॐ" ) situations,
respectively. These files have been normalized and formatted to maintain uniformity across preparation
techniques and enable reproducible analysis. Finally, the dataset contains 44 pre-processed files labelled
pm_.edf and pn_.edf, which represent musical and non-musical OM ("ॐ" ) EEG data that has been filtered,
artifact-reduced, and segmented. These files are designed for direct input into machine learning models,
enabling tasks like classification, clustering, and feature extraction.
This dataset offers a unique chance to investigate the cognitive and affective impacts of OM ("ॐ" ) sound
listening, distinguishing between musical and non-musical stimuli. The data's multi-stage format allows
researchers to interact with EEG signals at various stages of processing, ranging from raw signal analysis
to model-ready inputs. The use of a commercially available EEG device provides accessibility and
reproducibility, making this dataset an important resource for research into auditory neuroscience,
emotional computing, and brain-computer interface development.
DOI: 10.15468/dl.wsbaqu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Crocodylus johnsoni)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046042-250717081556266/datasets/export for details.
DOI: 10.15468/dl.4kups7
title: Occurrence Download

description: A dataset containing 1403 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dysphania ambrosioides",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1403 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046044-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/d533kkbhyx
title: ADDED EFFECT OF GRADED MOTOR IMAGERY TO REHABILITATION PROTOCOL FOR POST OPERATIVE ROTATOR CUFF REPAIR ON PAIN, KINESIOPHOBIA, FUNCTIONS, AND MOBILITY – A RANDOMIZED CONTROLLED PILOT STUDY

description: Outcome measures: NPRS, TSK, Quick-DASH, Universal Goniometer
Intervention: Graded motor imagery with conventional rehabilitation protocol for experimental group and for control group conventional rehabilitation protocol
DOI: 10.17632/d533kkbhyx.1
title: ADDED EFFECT OF GRADED MOTOR IMAGERY TO REHABILITATION PROTOCOL FOR POST OPERATIVE ROTATOR CUFF REPAIR ON PAIN, KINESIOPHOBIA, FUNCTIONS, AND MOBILITY – A RANDOMIZED CONTROLLED PILOT STUDY

description: Outcome measures: NPRS, TSK, Quick-DASH, Universal Goniometer
Intervention: Graded motor imagery with conventional rehabilitation protocol for experimental group and for control group conventional rehabilitation protocol
DOI: 10.15468/dl.bbae7m
title: Occurrence Download

description: A dataset containing 2241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trachemys scripta",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2241 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046043-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/5dxz2sm36s
title: Experimental Data for Radiant Cooling Room

description: The experimental data were collected at the Haining Campus of Zhejiang University from July 11 to July 13, 2025. The testing period included two consecutive operation days and one intermittent operation day. On the first consecutive day, the supply water temperature was set to 18 °C, while on the second day, it was reduced to 16 °C. For the intermittent operation day, the supply water temperature was 14 °C, and water was supplied only between 7:30 and 17:30.
DOI: 10.17632/5dxz2sm36s.1
title: Experimental Data for Radiant Cooling Room

description: The experimental data were collected at the Haining Campus of Zhejiang University from July 11 to July 13, 2025. The testing period included two consecutive operation days and one intermittent operation day. On the first consecutive day, the supply water temperature was set to 18 °C, while on the second day, it was reduced to 16 °C. For the intermittent operation day, the supply water temperature was 14 °C, and water was supplied only between 7:30 and 17:30.
DOI: 10.17632/fvy5csh9k8
title: Banking Productivity

description: This dataset is used to analyze the impact of informal institutions on the banking productivity of Pakistan.
DOI: 10.17632/fvy5csh9k8.1
title: Banking Productivity

description: This dataset is used to analyze the impact of informal institutions on the banking productivity of Pakistan.
DOI: 10.17632/t2vcr5zwsy
title: dataset-sevoflurane-and-riluzole

description: experimental data including the effects of sevoflurane and riluzole
DOI: 10.15468/dl.c3wva9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xiphophorus hellerii",
 "Country is Bahamas",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046047-250717081556266/datasets/export for details.
DOI: 10.17632/t2vcr5zwsy.1
title: dataset-sevoflurane-and-riluzole

description: experimental data including the effects of sevoflurane and riluzole
DOI: 10.15468/dl.w94g3b
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xiphophorus hellerii",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 43 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046049-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ddf8b8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Crocodylus johnsoni)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046048-250717081556266/datasets/export for details.
DOI: 10.15468/dl.a9cz83
title: Occurrence Download

description: A dataset containing 282 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Characidium gomesi)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 282 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046046-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f4pgwx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dysphania ambrosioides",
 "Country is Bhutan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046050-250717081556266/datasets/export for details.
DOI: 10.17632/r3vkg55nbc
title: MedBanglaTrust3: A Bengali Dataset for Explainable and Trustworthy AI Health Suggestions

description: MedBanglaTrust3 is a curated, expert-validated dataset developed to facilitate machine learning, deep learning, and natural language processing (NLP) tasks focused on evaluating the trustworthiness of AI-generated health suggestions in the Bengali (Bangla) language. This dataset is specifically tailored for low-resource language modeling and is particularly relevant in the context of cyberchondria, where users excessively rely on online health advice without clinical verification. It contains symptom-specific prompts along with responses from OpenAI's ChatGPT and Google's GEMINI search-generated summaries, manually labeled into three trustworthiness levels: Highly Relevant, Partially Relevant, and Not Relevant. The dataset supports the development of explainable AI (XAI) systems, text classification models, and context-aware AI assistants for healthcare use in underrepresented languages.

Objective:
To enable research and development of trust classification models, automated health dialogue systems, and responsible AI assistants by providing labeled, real-world AI-generated responses in Bangla that reflect varying degrees of medical relevance and accuracy.

Dataset Composition:
- Language: Bengali (Bangla)
- Final Validated Instances: 6,660

Class Distribution (Balanced):
1. Highly Relevant – 2,220 responses
2. Partially Relevant – 2,220 responses
3. Not Relevant – 2,220 responses
DOI: 10.17632/r3vkg55nbc.1
title: MedBanglaTrust3: A Bengali Dataset for Explainable and Trustworthy AI Health Suggestions

description: MedBanglaTrust3 is a curated, expert-validated dataset developed to facilitate machine learning, deep learning, and natural language processing (NLP) tasks focused on evaluating the trustworthiness of AI-generated health suggestions in the Bengali (Bangla) language. This dataset is specifically tailored for low-resource language modeling and is particularly relevant in the context of cyberchondria, where users excessively rely on online health advice without clinical verification. It contains symptom-specific prompts along with responses from OpenAI's ChatGPT and Google's GEMINI search-generated summaries, manually labeled into three trustworthiness levels: Highly Relevant, Partially Relevant, and Not Relevant. The dataset supports the development of explainable AI (XAI) systems, text classification models, and context-aware AI assistants for healthcare use in underrepresented languages.

Objective:
To enable research and development of trust classification models, automated health dialogue systems, and responsible AI assistants by providing labeled, real-world AI-generated responses in Bangla that reflect varying degrees of medical relevance and accuracy.

Dataset Composition:
- Language: Bengali (Bangla)
- Final Validated Instances: 6,660

Class Distribution (Balanced):
1. Highly Relevant – 2,220 responses
2. Partially Relevant – 2,220 responses
3. Not Relevant – 2,220 responses
DOI: 10.17632/kmj9dtrmt3
title: Abscisic Acid Agonists for Binding to PYRABACTIN RESISTANCE 1 Part 2- 325K

description: Abscisic Acid Agonists for Binding to PYRABACTIN RESISTANCE 1 Part 2- 325K MD Simulation Results Data
DOI: 10.17632/kmj9dtrmt3.1
title: Abscisic Acid Agonists for Binding to PYRABACTIN RESISTANCE 1 Part 2- 325K

description: Abscisic Acid Agonists for Binding to PYRABACTIN RESISTANCE 1 Part 2- 325K MD Simulation Results Data
DOI: 10.17632/8psrx57969
title: Research data on "A Copula-Based Semiparametric By-Production Stochastic Frontier Model".

description: This deposit includes the R script, synthetic dataset, and README file for replicating the results in the paper "A Copula-Based Semiparametric By-Production Stochastic Frontier Model".
DOI: 10.17632/8psrx57969.2
title: Research data on "A Copula-Based Semiparametric By-Production Stochastic Frontier Model".

description: This deposit includes the R script, synthetic dataset, and README file for replicating the results in the paper "A Copula-Based Semiparametric By-Production Stochastic Frontier Model".
DOI: 10.15468/dl.k6smzu
title: Occurrence Download

description: A dataset containing 4838 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Crocodylus johnsoni)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 4838 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046053-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6g56p7
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xiphophorus hellerii",
 "Country is Indonesia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 53 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046051-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ydf5d
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Crocodylus johnsoni)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046052-250717081556266/datasets/export for details.