cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/34bs5cxk9j.2
title: SOMADHAN: A Reasoning Based Bengali Math Word Problem Dataset

description: SOMADHAN is a Bengali Math Word Problem (MWP) dataset specifically designed to facilitate research in multilingual and low-resource natural language processing tasks, particularly in mathematical reasoning. This dataset consists of 8,792 Bengali complex math word problems, each accompanied by detailed, step-by-step solutions that mimic the logical flow of human problem-solving. The development of SOMADHAN was inspired by and based on the structure of the GSM8K dataset, a widely-used English-language benchmark for mathematical reasoning tasks. To ensure a robust and comprehensive dataset, we utilized the train and test portions of the publicly available GSM8K dataset, which together contain 8,792 English math problems with solutions.
DOI: 10.15468/dl.nyhc5w
title: Occurrence Download

description: A dataset containing 4539 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Material citation, Occurrence evidence, Specimen)",
 "Continent is one of (South America, North America)",
 "Country is one of (United States of America, Mexico, Brazil, Colombia, Bahamas, Venezuela (Bolivarian Republic of), Belize, Costa Rica, Guyana)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gobiesocidae"
 ]
}

 The dataset includes 4539 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014830-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/stphcf47y2.1
title: Loss of ATM causes R-loop-associated transcriptional dysregulation and attenuates the related response to DNA damage

description: Raw imaging and gel data
Abstract: An early childhood onset neurodegenerative disorder, Ataxia Telangiectasia (AT) impacts 1 in 40,000 to 100,000 people worldwide. Caused by mutations within the ataxia telangiectasia mutated (ATM) threonine-serine kinase, AT patients experience symptoms ranging from neurodegeneration to radiosensitivity to increased risks for cancer with no current cure. While the cause of AT has been known for years, the exact molecular mechanisms underlying disease progression, particularly at the transcriptomic level, have yet to be fully elucidated. Three stranded structures, known as R-loops, have recently emerged as important players in the DNA damage response (DDR) via regulating key gene expression. Here, we utilized neuronal progenitor cells (NPCs) derived from induced pluripotent stem cells reprogrammed from patient-derived somatic cells to identify how loss of ATM impacts R-loop and transcriptional dynamics, both at a baseline level and in response to acute DNA damage. AT-derived NPCs (AT-NPCs) demonstrated higher levels of spontaneous R-loops compared to controls (C-NPCs), as well as a strong positive correlation between R-loop accumulation and gene expression on a subset of dysregulated genes. Upon acute damage, loss of ATM resulted in an attenuated response, seen by the impaired R-loop and transcriptional response to irradiation. Both C- and AT-NPCs undergo a similar cell cycle arrest, but AT-NPCs demonstrated an attenuated R-loop and transcriptional response, failing to activate proper DDR response. Overall, our data provides intriguing mechanistic insights into a dynamic relationship between ATM, R-loop regulation, and transcription the loss of which may result in the dampened DDR observed in AT-NPCs.
DOI: 10.5281/zenodo.16744539
title: TABLE 1 in A new species of Oruza Walker, 1861 (Lepidoptera, Erebidae, Boletobiinae) from Korea with barcode-based pairing

description: TABLE 1. Morphological differences between Oruza koreana sp. nov. and O. obliquaria.
CharacteristicsO. koreana sp. nov.O. obliquariaMale genitalia: uncusbroadened distadtapered distadMale genitalia: dorsal margins of costal processessmoothsinuousMale genitalia: width of costal processesbroadernarrowerFemale genitalia: posterior emargination of lamella postvaginalisapparentshallowFemale genitalia: anterior section of corpus bursaeellipticalglobular
description: Published as part of Sohn, Jae-Cheon, 2025, A new species of Oruza Walker, 1861 (Lepidoptera, Erebidae, Boletobiinae) from Korea with barcode-based pairing, pp. 596 in Zootaxa 5665 (4) on page 596, DOI: 10.11646/zootaxa.5665.4.8, http://zenodo.org/record/16609948
DOI: 10.5281/zenodo.16744540
title: TABLE 1 in A new species of Oruza Walker, 1861 (Lepidoptera, Erebidae, Boletobiinae) from Korea with barcode-based pairing

description: TABLE 1. Morphological differences between Oruza koreana sp. nov. and O. obliquaria.
CharacteristicsO. koreana sp. nov.O. obliquariaMale genitalia: uncusbroadened distadtapered distadMale genitalia: dorsal margins of costal processessmoothsinuousMale genitalia: width of costal processesbroadernarrowerFemale genitalia: posterior emargination of lamella postvaginalisapparentshallowFemale genitalia: anterior section of corpus bursaeellipticalglobular
description: Published as part of Sohn, Jae-Cheon, 2025, A new species of Oruza Walker, 1861 (Lepidoptera, Erebidae, Boletobiinae) from Korea with barcode-based pairing, pp. 596 in Zootaxa 5665 (4) on page 596, DOI: 10.11646/zootaxa.5665.4.8, http://zenodo.org/record/16609948
DOI: 10.17632/3y79kybmp2
title: Land ownership and Inheritance patterns in Eastern Zambia

description: The data was collected through a household questionnaire survey. It reports on land ownership, land inheritance and fate of widows in Chiefdoms in Eastern Zambia. The chiefdoms are inhabited by three dominant tribes. The hypothesis of the study was to test whether or not land inheritance patterns (patrilineal and matrilineal) influence land ownership. Further, the fate of the widow was explored. The objective was to ascertain whether land inheritance patterns influenced the fate of the widow, with a hypothesis that in patrilineal systems the widow was more likely to return to her natal village. The results provide interesting insights, revealing a gradual shift in gender norms and land inheritance patterns.
DOI: 10.17632/3y79kybmp2.1
title: Land ownership and Inheritance patterns in Eastern Zambia

description: The data was collected through a household questionnaire survey. It reports on land ownership, land inheritance and fate of widows in Chiefdoms in Eastern Zambia. The chiefdoms are inhabited by three dominant tribes. The hypothesis of the study was to test whether or not land inheritance patterns (patrilineal and matrilineal) influence land ownership. Further, the fate of the widow was explored. The objective was to ascertain whether land inheritance patterns influenced the fate of the widow, with a hypothesis that in patrilineal systems the widow was more likely to return to her natal village. The results provide interesting insights, revealing a gradual shift in gender norms and land inheritance patterns.
DOI: 10.17632/8b3g72fc4m
title: Physicochemical Properties of Tinted Sunscreens Supplemental Tables

description: Supplementary tables for manuscript: "Physicochemical Properties of Tinted Sunscreens and Practical Considerations"
DOI: 10.17632/8b3g72fc4m.1
title: Physicochemical Properties of Tinted Sunscreens Supplemental Tables

description: Supplementary tables for manuscript: "Physicochemical Properties of Tinted Sunscreens and Practical Considerations"
DOI: 10.15468/dl.t7b5eg
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pterois miles",
 "Country is Lebanon",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014833-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/k7jtt92hgj
title: Turkish MPs with a military background within the 1st to 28th parliamentary terms

description: This dataset, collected as part of a research project on "The Role of the Turkish Armed Forces in Turkish Foreign Policy," provides a quantitative analysis of the military's formal representation within the Turkish legislative body. The data consists of a table detailing the number of Members of Parliament (MPs) with a military background who served in the Turkish Grand National Assembly (TBMM) from its 1st to 28th parliamentary terms. The data spans from 1920 to 2023, capturing a comprehensive historical overview of military presence in the Turkish parliament.

The dataset contains the following variables:

Term: The parliamentary term (e.g., 1st Term, 2nd Term).

Years: The years during which the specific parliamentary term was active.

Total Number of Deputies: The total number of MPs elected to the TBMM for that term.

Number of Deputies with a Military Background: The count of MPs who had a professional background in the Turkish Armed Forces.

Percentage of Deputies with a Military Background: The calculated percentage of military-origin MPs relative to the total number of deputies for each term.

NCOs (Number): The number of MPs who were Non-Commissioned Officers.

The data was compiled through a systematic review of official parliamentary records and deputy albums of the Turkish Grand National Assembly (TBMM). This dataset is suitable for longitudinal analysis, allowing researchers to examine trends and fluctuations in military representation and its correlation with key political and historical events in Turkey.
DOI: 10.17632/k7jtt92hgj.1
title: Turkish MPs with a military background within the 1st to 28th parliamentary terms

description: This dataset, collected as part of a research project on "The Role of the Turkish Armed Forces in Turkish Foreign Policy," provides a quantitative analysis of the military's formal representation within the Turkish legislative body. The data consists of a table detailing the number of Members of Parliament (MPs) with a military background who served in the Turkish Grand National Assembly (TBMM) from its 1st to 28th parliamentary terms. The data spans from 1920 to 2023, capturing a comprehensive historical overview of military presence in the Turkish parliament.

The dataset contains the following variables:

Term: The parliamentary term (e.g., 1st Term, 2nd Term).

Years: The years during which the specific parliamentary term was active.

Total Number of Deputies: The total number of MPs elected to the TBMM for that term.

Number of Deputies with a Military Background: The count of MPs who had a professional background in the Turkish Armed Forces.

Percentage of Deputies with a Military Background: The calculated percentage of military-origin MPs relative to the total number of deputies for each term.

NCOs (Number): The number of MPs who were Non-Commissioned Officers.

The data was compiled through a systematic review of official parliamentary records and deputy albums of the Turkish Grand National Assembly (TBMM). This dataset is suitable for longitudinal analysis, allowing researchers to examine trends and fluctuations in military representation and its correlation with key political and historical events in Turkey.
DOI: 10.17632/9nsm2gt5cm
title: lncRNAs as ceRNAs are potential prognostic biomarkers in GC

description: Competing endogenous RNA (ceRNA) network studies have revealed long non-coding RNAs (lncRNAs) as potential prognostic biomarkers in gastric cancer (GC)
These are the supplementary files of a systematic review and meta-analysis study conducted to determine the survival-related lncRNAs in GC.
Supplementary File 1 represents the search strategy and number of records retrieved from each database.
Supplementary File 2 represents the results of the quality assessment.
Supplementary File 3 represents the excluded articles based on the full text examination and quality assessment.
Supplementary File 4 represents the list of studies included in the meta-analysis.
DOI: 10.17632/9nsm2gt5cm.1
title: lncRNAs as ceRNAs are potential prognostic biomarkers in GC

description: Competing endogenous RNA (ceRNA) network studies have revealed long non-coding RNAs (lncRNAs) as potential prognostic biomarkers in gastric cancer (GC)
These are the supplementary files of a systematic review and meta-analysis study conducted to determine the survival-related lncRNAs in GC.
Supplementary File 1 represents the search strategy and number of records retrieved from each database.
Supplementary File 2 represents the results of the quality assessment.
Supplementary File 3 represents the excluded articles based on the full text examination and quality assessment.
Supplementary File 4 represents the list of studies included in the meta-analysis.
DOI: 10.17632/8x853my2hk
title: Climate Story Gaps in Washington, DC

description: In December 2023 and December 2024, we gathered 144 articles about climate change using a manual Google search for stories focused on climate change and adjacent topics the District of Columbia. We used the Google News tool, driven by a set of keyword search terms. Because we were looking for articles in DC that discussed climate change and adjacent topics, we developed a list of search terms informed by one team member’s experience as a climate journalist and Ranganathan and Bratman’s 2019 article, "From Urban Resilience to Abolitionist Climate Justice in Washington, DC". We entered the following terms into the Google News search:







We know Google News has its own internal ranking tool to determine which results populate higher than others. Google News search documentation describes some factors for how their algorithm provides articles and responses to search terms. Possible factors that could sway search can include Google News deliberately elevating news sources listed as trustworthy, as well. Since we had topic and location specific queries, we used boolean search operators in Google to ensure our articles were geographically specific to DC and stories discussing climate change, and related impacts. We manually coded the articles to assess whether climate change was mentioned, the places the articles discussed, the climate impacts they mentioned, which adjacent topics they covered, and who was quoted in each article. If more than one example of each category appeared in a story, we coded for all of them. For instance, if both a government official and a community member were quoted, we would include them both in our coding. We also included one sample quote for each story that quoted an individual. 

Building on the work of Ranganathan and Bratman (ibid.), the climate adjacent topics we coded for were: food security, gentrification, police relations, crime, water pollution, air pollution, public health, evictions houselessness, trash pickup, elder concerns, and civil rights. With these categories, we aim to understand conversations across a wider swathe of concerns than those discussed through the lens of climate change. To understand whose expertise journalists seek on climate and adjacent topics, we noted quoted people’s occupations.

Washington, DC, is divided into eight wards, some of which have a far greater share of wealth and other factors shielding residents from the effects of climate change such as tree canopy, elevation, and proximity to the polluted Anacostia River. When an article mentioned a specific ward, we noted it. If an article mentioned a place but not its ward, we also calculated the ward and added it.
DOI: 10.17632/8x853my2hk.1
title: Climate Story Gaps in Washington, DC

description: In December 2023 and December 2024, we gathered 144 articles about climate change using a manual Google search for stories focused on climate change and adjacent topics the District of Columbia. We used the Google News tool, driven by a set of keyword search terms. Because we were looking for articles in DC that discussed climate change and adjacent topics, we developed a list of search terms informed by one team member’s experience as a climate journalist and Ranganathan and Bratman’s 2019 article, "From Urban Resilience to Abolitionist Climate Justice in Washington, DC". We entered the following terms into the Google News search:







We know Google News has its own internal ranking tool to determine which results populate higher than others. Google News search documentation describes some factors for how their algorithm provides articles and responses to search terms. Possible factors that could sway search can include Google News deliberately elevating news sources listed as trustworthy, as well. Since we had topic and location specific queries, we used boolean search operators in Google to ensure our articles were geographically specific to DC and stories discussing climate change, and related impacts. We manually coded the articles to assess whether climate change was mentioned, the places the articles discussed, the climate impacts they mentioned, which adjacent topics they covered, and who was quoted in each article. If more than one example of each category appeared in a story, we coded for all of them. For instance, if both a government official and a community member were quoted, we would include them both in our coding. We also included one sample quote for each story that quoted an individual. 

Building on the work of Ranganathan and Bratman (ibid.), the climate adjacent topics we coded for were: food security, gentrification, police relations, crime, water pollution, air pollution, public health, evictions houselessness, trash pickup, elder concerns, and civil rights. With these categories, we aim to understand conversations across a wider swathe of concerns than those discussed through the lens of climate change. To understand whose expertise journalists seek on climate and adjacent topics, we noted quoted people’s occupations.

Washington, DC, is divided into eight wards, some of which have a far greater share of wealth and other factors shielding residents from the effects of climate change such as tree canopy, elevation, and proximity to the polluted Anacostia River. When an article mentioned a specific ward, we noted it. If an article mentioned a place but not its ward, we also calculated the ward and added it.
DOI: 10.15468/dl.hj7hw3
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014832-250802193616735/datasets/export for details.
DOI: 10.17632/4ptsn8pzz2
title: Electric vehicle telematics data from Audi e-tron SUVs in the United States

description: This dataset accompanies the paper, "Graph-based two-level clustering for electric vehicle usage patterns" published in Energy and AI (https://doi.org/10.1016/j.egyai.2025.100539). Please cite the paper when referencing the dataset. Update doesn't change the data, only the author attribution.

It is collected over-the-air from Audi e-tron EVs in the United States. Each measurement includes the timestamp, an anonymized vehicle identification number (VIN), a boolean flag indicating whether the vehicle is at home or away, the odometer reading (mileage), and the battery SOC (\%). The SOC is expressed as a percentage of fully charged capacity. There are 3100 individual vehicles included in the dataset, identified through anonymized VINs. Measurements are sent over-the-air at irregular intervals, but generally when the vehicle status (driving, charging, etc.) changes. Consequently, the number of measurements for each VIN varies, but in total, there are over 10 million measurements.
DOI: 10.17632/4ptsn8pzz2.2
title: Electric vehicle telematics data from Audi e-tron SUVs in the United States

description: This dataset accompanies the paper, "Graph-based two-level clustering for electric vehicle usage patterns" published in Energy and AI (https://doi.org/10.1016/j.egyai.2025.100539). Please cite the paper when referencing the dataset. Update doesn't change the data, only the author attribution.

It is collected over-the-air from Audi e-tron EVs in the United States. Each measurement includes the timestamp, an anonymized vehicle identification number (VIN), a boolean flag indicating whether the vehicle is at home or away, the odometer reading (mileage), and the battery SOC (\%). The SOC is expressed as a percentage of fully charged capacity. There are 3100 individual vehicles included in the dataset, identified through anonymized VINs. Measurements are sent over-the-air at irregular intervals, but generally when the vehicle status (driving, charging, etc.) changes. Consequently, the number of measurements for each VIN varies, but in total, there are over 10 million measurements.
DOI: 10.15468/dl.gepycc
title: Occurrence Download

description: A dataset containing 2702 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Engyprosopon grandisquama"
 ]
}

 The dataset includes 2702 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014835-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23673/re-534
title: Data of Hierarchically Porous Fe−N−C Single-Atom Catalysts via Ionothermal Synthesis for Oxygen Reduction Reaction

description: This dataset contains the data presented in the figures of published paper “Hierarchically Porous Fe−N−C Single-Atom Catalysts via Ionothermal Synthesis for Oxygen Reduction Reaction” published in ChemSusChem (2024) 18, e202401332 (https://doi.org/10.1002/cssc.202401332) This dataset contains data for Figures 5 and 6a.
DOI: 10.15468/dl.y787ew
title: Occurrence Download

description: A dataset containing 36515 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset includes 36515 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014831-250802193616735/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.29827586
title: data

description: PDN and TN
DOI: 10.6084/m9.figshare.29827586.v1
title: data

description: PDN and TN
DOI: 10.6084/m9.figshare.29827586.v2
title: data

description: PDN and TN
DOI: 10.17632/2t9t2n6xzp
title: CTCF-RNA interactions orchestrate cell-specific chromatin loop organization

description: Supplementary Information: Source images of Western Blots and Isotope Labeling that were used in this study.
DOI: 10.17632/2t9t2n6xzp.1
title: CTCF-RNA interactions orchestrate cell-specific chromatin loop organization

description: Supplementary Information: Source images of Western Blots and Isotope Labeling that were used in this study.
DOI: 10.17632/c7rvzkts63
title: How Do Labor Supply Dynamics Influence Patent Protection Policies?

description: This is a replication package for our paper, "How Do Labor Supply Dynamics Influence Patent Protection Policies?" The study examines data from a panel of 50 countries spanning 1998 to 2017, sourced from Papageorgiadis and Sofka (2020) and World Development Indicators. This study's data show a negative and statistically significant relationship between patent protection and labor supply.
DOI: 10.17632/c7rvzkts63.1
title: How Do Labor Supply Dynamics Influence Patent Protection Policies?

description: This is a replication package for our paper, "How Do Labor Supply Dynamics Influence Patent Protection Policies?" The study examines data from a panel of 50 countries spanning 1998 to 2017, sourced from Papageorgiadis and Sofka (2020) and World Development Indicators. This study's data show a negative and statistically significant relationship between patent protection and labor supply.