cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/7bhk335n6j.1
title: Global Research Landscape of the Economic Burden of Attention-Deficit/Hyperactivity Disorder (ADHD): A Bibliometric Analysis

description: This dataset comprises structured text data containing bibliographic records and associated metadata of peer-reviewed scientific articles examining the economic burden of attention-deficit/hyperactivity disorder (ADHD). The dataset was compiled to support bibliometric and scientometric analyses of research trends, geographic distribution, authorship and institutional collaboration patterns, journal outlets, and conceptual structures within the ADHD economic-burden literature.

The data were retrieved from the Web of Science (WoS) Core Collection and cover publications released between January 2000 and November 2025. Only English-language documents classified as “articles” or “early access articles” were included. Eligible studies explicitly attributed economic burden, cost of illness, or healthcare costs to ADHD. Articles addressing broader diagnostic categories or comparative treatment analyses were excluded unless ADHD-specific economic estimates were reported separately.

The dataset includes bibliographic text fields such as titles, abstracts, author keywords, citation information, publication years, journal names, author affiliations, and institutional and country metadata. These textual and categorical data enable replication of performance analysis and science mapping procedures, including assessments of publication growth, collaboration networks, geographic contributions, journal distribution, keyword co-occurrence patterns, and thematic mapping of research topics.

This dataset is intended for researchers conducting bibliometric, systematic mapping, or secondary analyses in health economics, psychiatry, and mental health policy. It may also support methodological research on interdisciplinary knowledge production and the evolution of economic-burden research in neurodevelopmental disorders.
DOI: 10.17632/v4y9ht2zyx
title: Supporting data for Zeng et al 2025 Atomic models of the Toxoplasma cell invasion machinery

description: Apicomplexan parasites, responsible for toxoplasmosis, cryptosporidiosis and malaria, invade host cells through a unique gliding motility mechanism powered by actomyosin motors and a dynamic organelle called the conoid. Here, using cryo-electron microscopy, we determined structures of four essential complexes of the Toxoplasma gondii conoid: the preconoidal P2 ring, tubulin-based conoid fibers, and the subpellicular and intraconoidal microtubules. Our analysis identified 40 distinct conoid proteins, several of which are essential for parasite lytic growth, as revealed through genetic disruption studies. Comparative analysis of the tubulin-containing complexes sheds light on their functional specialization by microtubule-associated proteins, while the structure of the preconoidal ring pinpoints the site of actin polymerization and initial translocation, enhancing our mechanistic understanding of gliding motility and, therefore, parasite invasion. 

Supporting data for the publication linked below.
DOI: 10.17632/v4y9ht2zyx.1
title: Supporting data for Zeng et al 2025 Atomic models of the Toxoplasma cell invasion machinery

description: Apicomplexan parasites, responsible for toxoplasmosis, cryptosporidiosis and malaria, invade host cells through a unique gliding motility mechanism powered by actomyosin motors and a dynamic organelle called the conoid. Here, using cryo-electron microscopy, we determined structures of four essential complexes of the Toxoplasma gondii conoid: the preconoidal P2 ring, tubulin-based conoid fibers, and the subpellicular and intraconoidal microtubules. Our analysis identified 40 distinct conoid proteins, several of which are essential for parasite lytic growth, as revealed through genetic disruption studies. Comparative analysis of the tubulin-containing complexes sheds light on their functional specialization by microtubule-associated proteins, while the structure of the preconoidal ring pinpoints the site of actin polymerization and initial translocation, enhancing our mechanistic understanding of gliding motility and, therefore, parasite invasion. 

Supporting data for the publication linked below.
DOI: 10.15468/4abkge
title: The Late Miocene colobine monkeys from Aragai (Lukeino Formation, Tugen Hills, Kenya)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Gommery, Dominique, Senut, Brigitte, Pickford, Martin, Nishimura, Takeshi D., Kipkech, Joseph (2022): The Late Miocene colobine monkeys from Aragai (Lukeino Formation, Tugen Hills, Kenya). Geodiversitas 44 (16): 471-504, DOI: 10.5252/geodiversitas2022v44a16ABSTRACTUp to the mid-1990’s, only a few remains of Cercopithecoidea were known from the Lukeino Formation (Tugen Hills, Kenya). Surveys from 1998 onwards by the Kenya Palaeontology Expedition led to the discovery of new material at Aragai, a site situated in the lower levels of the Lukeino Formation dated at c. 6-5.8 Ma. Most of the collection consists of craniodental specimens generally well-preserved in a hard matrix but there are three postcranial bones. A new taxon of fossil colobine monkey is described: Sawecolobus lukeinoensis n. gen., n. sp. It is a small to medium-sized, short-faced colobine. Sawecolobus n. gen. shares many features with Cercopithecoides Mollett, 1947, especially in the face and the calvarium, but differs from it by the less pronounced supraorbital tori. The two genera differ greatly in mandibular morphology. In Sawecolobus n. gen. the mandibular corpus is slender and not robust as in Cercopithecoides Mollett, 1947, and the anterior surface of its symphysis is inclined posteriorly and not vertical. The numerous new specimens from the Lukeino Formation contribute to our understanding of the local diversity of Miocene Cercopithecoidea and fill out the distribution of the superfamily in the continent for the same period.
DOI: 10.17632/2n4dwp9jrw
title: Management of nonsteroidal anti-inflammatory drug (NSAID) interactions in students with asthma who visit the surgical department of the Dr. René Puig Bentz dental clinic at the Pedro Henríquez Ureña National University, May-August 2025.

description: Nonsteroidal anti-inflammatory drugs (NSAIDs) are widely used to control pain,
inflammation, and fever; however, their inappropriate use can trigger adverse
reactions, especially in asthmatic patients, due to NSAID-exacerbated respiratory
disease (NARED or ASA triad). In the dental context, these drugs are often prescribed
postoperatively without always considering the patient's systemic condition. At the Dr.
René Puig Bentz dental clinic, it has been observed that students prescribe NSAIDs
after surgery without comprehensively assessing possible interactions with asthma,
which raises the need to evaluate their level of knowledge and determine whether
their academic training is sufficient.
The study hypothesis establishes that students know how to properly manage NSAID
interactions in asthmatic patients, identify the associated risks, and apply correct
clinical criteria for prescribing them. The null hypothesis maintains that they lack such
knowledge and management skills.
A descriptive, cross-sectional study was conducted in the May-August 2025 semester,
with a sample of 86 students from clinics I to VI. A thirteen-question questionnaire and
a five-item clinical protocol were used to assess theoretical knowledge and practical
decisions. The total population for the period was 150 students.
The results showed that 55.8% had a high level of knowledge, 41.9% had an average
level, and 2.3% had a low level. Clinics II and V obtained the best results, while clinic
VI showed the lowest level, which highlights academic differences between training
levels.
It was concluded that most students have adequate knowledge about the use of
NSAIDs in asthmatic patients, which partially supports the hypothesis. However, the
variability between clinical levels reflects gaps in advanced stages of training. These
findings highlight the importance of reinforcing pharmacological content and
management protocols in patients with asthma to ensure safe and consistent clinical
practice.
DOI: 10.17632/2n4dwp9jrw.1
title: Management of nonsteroidal anti-inflammatory drug (NSAID) interactions in students with asthma who visit the surgical department of the Dr. René Puig Bentz dental clinic at the Pedro Henríquez Ureña National University, May-August 2025.

description: Nonsteroidal anti-inflammatory drugs (NSAIDs) are widely used to control pain,
inflammation, and fever; however, their inappropriate use can trigger adverse
reactions, especially in asthmatic patients, due to NSAID-exacerbated respiratory
disease (NARED or ASA triad). In the dental context, these drugs are often prescribed
postoperatively without always considering the patient's systemic condition. At the Dr.
René Puig Bentz dental clinic, it has been observed that students prescribe NSAIDs
after surgery without comprehensively assessing possible interactions with asthma,
which raises the need to evaluate their level of knowledge and determine whether
their academic training is sufficient.
The study hypothesis establishes that students know how to properly manage NSAID
interactions in asthmatic patients, identify the associated risks, and apply correct
clinical criteria for prescribing them. The null hypothesis maintains that they lack such
knowledge and management skills.
A descriptive, cross-sectional study was conducted in the May-August 2025 semester,
with a sample of 86 students from clinics I to VI. A thirteen-question questionnaire and
a five-item clinical protocol were used to assess theoretical knowledge and practical
decisions. The total population for the period was 150 students.
The results showed that 55.8% had a high level of knowledge, 41.9% had an average
level, and 2.3% had a low level. Clinics II and V obtained the best results, while clinic
VI showed the lowest level, which highlights academic differences between training
levels.
It was concluded that most students have adequate knowledge about the use of
NSAIDs in asthmatic patients, which partially supports the hypothesis. However, the
variability between clinical levels reflects gaps in advanced stages of training. These
findings highlight the importance of reinforcing pharmacological content and
management protocols in patients with asthma to ensure safe and consistent clinical
practice.
DOI: 10.17632/5c8tgxxcyb
title: Supporting data for Huang et al., Cryptosporidium parvum multidrug resistance protein confers resistance to toxic gut microbial metabolite: supporting data.

description: Source data sets for biological assays related to infectivity of Cryptosporidium parvum in vitro and in animal models. Summaries are also provided for the frequency of SNPs detected between different isolates of C. parvum and for their frequency in bulk segregant analysis of genetic crosses. Phenotypic data are also summarized for tagged, knockout and swapped alleles for candidate genes. The files are grouped by Figure for the corresponding manuscript cited below.
DOI: 10.17632/5c8tgxxcyb.1
title: Supporting data for Huang et al., Cryptosporidium parvum multidrug resistance protein confers resistance to toxic gut microbial metabolite: supporting data.

description: Source data sets for biological assays related to infectivity of Cryptosporidium parvum in vitro and in animal models. Summaries are also provided for the frequency of SNPs detected between different isolates of C. parvum and for their frequency in bulk segregant analysis of genetic crosses. Phenotypic data are also summarized for tagged, knockout and swapped alleles for candidate genes. The files are grouped by Figure for the corresponding manuscript cited below.
DOI: 10.17632/kzytwn7n6d.2
title: R Code for the Analysis of Nighttime Energy Load, Nutrient Intake, and Dietary Patterns in Relation to Depressive Symptoms in U.S. Adults (NHANES 2007–2018)

description: The R scripts included in this dataset perform the following tasks:

• Data cleaning and merging across multiple NHANES cycles
• Construction of nighttime energy and macronutrient variables
• Categorization of nighttime intake levels (e.g., none, moderate, high)
• Survey-weighted logistic regression models
• Subgroup and sensitivity analyses
• Data-driven clustering of nighttime macronutrient composition patterns
• Visualization of results, including forest plots and pattern comparisons
DOI: 10.17632/9zt9frcwjy
title: Al-TiC with improved wide-temperature tribological performance

description: Research data
DOI: 10.17632/9zt9frcwjy.1
title: Al-TiC with improved wide-temperature tribological performance

description: Research data
DOI: 10.60707/3rc1-9n19
title: X-ray CT data for Bennu particle OREX-800191-0
DOI: 10.15468/td2xm3
title: New species of Carpophilus Stephens from Eastern Arunachal Pradesh, India (Coleoptera: Nitidulidae: Carpophilinae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Dasgupta, Jhikmik (2024): New species of Carpophilus Stephens from Eastern Arunachal Pradesh, India (Coleoptera: Nitidulidae: Carpophilinae). Zootaxa 5514 (3): 294-300, DOI: 10.11646/zootaxa.5514.3.5, URL: http://dx.doi.org/10.11646/zootaxa.5514.3.5AbstractCarpophilus (Ecnomorphus) dhritibanerjeeae Dasgupta sp. nov. is described from Eastern Arunachal Pradesh in Northeastern India. The species is compared with the related species and illustrated. A key to the species of Carpophilus from Northeast India is appended.
DOI: 10.17632/v7fh3yws56
title: Social Media Engagement on Startup Funding Outcomes in GenAI Sector

description: This dataset contains firm-level, social media, founder, and funding information for 75 Generative AI startups founded between 2020 and 2025. 

The dataset integrates X (formerly Twitter) engagement metrics, including average likes, replies, and reposts per post, with venture funding and founder characteristics collected from publicly available sources such as Crunchbase, X, and LinkedIn. Engagement metrics were standardized and combined using Principal Component Analysis (PCA) to construct a Weighted Engagement Score (WES), which captures overall digital engagement intensity.

Funding outcomes are measured as the log-transformed total funding amount. Structural variables are measured as the log-transformed that include the number of founders, number of investors, and number of funding rounds. Founder demographic variables (gender, highest degree attained, field of study, and geographic region) are included as categorical variables.

The dataset includes both raw variables and processed variables (log-transformed and Z-score standardized) used in the regression analyses. All transformations, PCA calculations, and regression analyses were performed using Python and Excel.

This dataset supports empirical analysis of the relationship between social media engagement, founder characteristics, and startup funding outcomes in the Generative AI sector and is suitable for replication and extension studies in entrepreneurship, innovation, and digital marketing research.
DOI: 10.17632/v7fh3yws56.1
title: Social Media Engagement on Startup Funding Outcomes in GenAI Sector

description: This dataset contains firm-level, social media, founder, and funding information for 75 Generative AI startups founded between 2020 and 2025. 

The dataset integrates X (formerly Twitter) engagement metrics, including average likes, replies, and reposts per post, with venture funding and founder characteristics collected from publicly available sources such as Crunchbase, X, and LinkedIn. Engagement metrics were standardized and combined using Principal Component Analysis (PCA) to construct a Weighted Engagement Score (WES), which captures overall digital engagement intensity.

Funding outcomes are measured as the log-transformed total funding amount. Structural variables are measured as the log-transformed that include the number of founders, number of investors, and number of funding rounds. Founder demographic variables (gender, highest degree attained, field of study, and geographic region) are included as categorical variables.

The dataset includes both raw variables and processed variables (log-transformed and Z-score standardized) used in the regression analyses. All transformations, PCA calculations, and regression analyses were performed using Python and Excel.

This dataset supports empirical analysis of the relationship between social media engagement, founder characteristics, and startup funding outcomes in the Generative AI sector and is suitable for replication and extension studies in entrepreneurship, innovation, and digital marketing research.
DOI: 10.17632/xs88pt4f4r.1
title: 3-Fruit crops disease dataset

description: It is a dataset of three different citrus, papaya, and sugarcane crops of fruit.
DOI: 10.17632/3gycnfvxbx
title: ELISA and bacterial load counts raw data

description: This is the data of bacterial loads and cytokine contents in different organs of the immune group and the control group after Klebsiella pneumoniae infection.
DOI: 10.17632/3gycnfvxbx.1
title: ELISA and bacterial load counts raw data

description: This is the data of bacterial loads and cytokine contents in different organs of the immune group and the control group after Klebsiella pneumoniae infection.
DOI: 10.17632/4k7tyf8x36
title: Integrated freight train rescheduling and dynamic railcar flow routing under unexpected events

description: raw data
DOI: 10.17632/4k7tyf8x36.1
title: Integrated freight train rescheduling and dynamic railcar flow routing under unexpected events

description: raw data
DOI: 10.17632/y7b8rvpd32
title: The Upstream Policy Gap: Synthesising Hydrological Science into Conservation Action for Poyang Lake’s Migratory Bird Sanctuary

description: Figure 1: The geographical position of China’s Poyang Lake (a) and its landscape pattern in dry and winter seasons (b, c) (Adapted from Wang et al, 2019; authors reproduced the figure). 
Figure 2: Flocks of migratory waterbirds, including Siberian Cranes (Grus leucogeranus), at Poyang Lake. The sanctuary's capacity to support such congregations is critically dependent on winter food resources governed by upstream hydrological connectivity. (Source: Authors)
Figure 3: PRISMA flow diagram illustrating the systematic review process for evidence identification, screening, and inclusion.
Figure 4: Convergence of Ganjiang River. (Source: Authors)
Figure 5: Annual runoff, baseflow and BFI of Ganjiang Basin. (Source: Deng et al., 2025; authors reproduced the figure)
Figure 6: Water management scenario in Ganjiang River (a) and the impact of climate change, anthropogenic activities, and their combined and synergistic effects on the alterations in hydrological regimes at the three stations of the Gan River (b). (Source: Y.H. Huang et al., 2024; authors reproduced the figure)
DOI: 10.17632/y7b8rvpd32.1
title: The Upstream Policy Gap: Synthesising Hydrological Science into Conservation Action for Poyang Lake’s Migratory Bird Sanctuary

description: Figure 1: The geographical position of China’s Poyang Lake (a) and its landscape pattern in dry and winter seasons (b, c) (Adapted from Wang et al, 2019; authors reproduced the figure). 
Figure 2: Flocks of migratory waterbirds, including Siberian Cranes (Grus leucogeranus), at Poyang Lake. The sanctuary's capacity to support such congregations is critically dependent on winter food resources governed by upstream hydrological connectivity. (Source: Authors)
Figure 3: PRISMA flow diagram illustrating the systematic review process for evidence identification, screening, and inclusion.
Figure 4: Convergence of Ganjiang River. (Source: Authors)
Figure 5: Annual runoff, baseflow and BFI of Ganjiang Basin. (Source: Deng et al., 2025; authors reproduced the figure)
Figure 6: Water management scenario in Ganjiang River (a) and the impact of climate change, anthropogenic activities, and their combined and synergistic effects on the alterations in hydrological regimes at the three stations of the Gan River (b). (Source: Y.H. Huang et al., 2024; authors reproduced the figure)
DOI: 10.17632/vf75nvkz88
title: The plant–microbe–enzyme triad drives the dynamic equilibrium between plant- and microbial-derived carbon during coniferous plantation succession

description: Soil data of Pinus tabuliformis plantation in Loess Plateau
DOI: 10.17632/vf75nvkz88.1
title: The plant–microbe–enzyme triad drives the dynamic equilibrium between plant- and microbial-derived carbon during coniferous plantation succession

description: Soil data of Pinus tabuliformis plantation in Loess Plateau
DOI: 10.17632/dbcs34bvk4
title: Geochemical compositions of late Cenozoic intraplate basalts from Weizhou Island

description: Table 1 Major, trace element compositions (ppm) and relevant parameters of basalts from Weizhou Island.
Table 2 Table 2 Whole-rock Sr-Nd-Hf-Pb isotopic ratios of basalts from Weizhou Island.
DOI: 10.17632/dbcs34bvk4.1
title: Geochemical compositions of late Cenozoic intraplate basalts from Weizhou Island

description: Table 1 Major, trace element compositions (ppm) and relevant parameters of basalts from Weizhou Island.
Table 2 Table 2 Whole-rock Sr-Nd-Hf-Pb isotopic ratios of basalts from Weizhou Island.
DOI: 10.17632/ttbcvrtr96.1
title: Switching Between Janus Kinase Inhibitors for Treatment of Alopecia Areata: A Multi-Center Retrospective Review

description: Supplemental tables and figure.
DOI: 10.17632/cb28bh46wv
title: Assessing Listening Skills in a Hybrid Learning Environment: Undergraduate Learners’ Perceptions on Varied Aural Texts

description: During the unprecedented times of the pandemic, online learning became inevitable. This led to a parallel space for pedagogical innovations alongside traditional teaching and learning processes. Technology provides several opportunities for classroom-based experimentations driven by teachers embedded in their micro-contexts. The teaching of listening is often marginalized in language classrooms. However, the online mode lends itself to aural texts in the classroom, surpassing the technological barriers of a traditional classroom. Technology adds convenience, helps to create a self-paced learning environment, and allows teachers to bring innovative ways to assess aural skills. The fast-growing and increasing trend in the use of ICT resources has the potential to address varying learner needs. This study aims to understand undergraduate learners' perceptions of listening tasks that were used for online assessment.
DOI: 10.17632/cb28bh46wv.1
title: Assessing Listening Skills in a Hybrid Learning Environment: Undergraduate Learners’ Perceptions on Varied Aural Texts

description: During the unprecedented times of the pandemic, online learning became inevitable. This led to a parallel space for pedagogical innovations alongside traditional teaching and learning processes. Technology provides several opportunities for classroom-based experimentations driven by teachers embedded in their micro-contexts. The teaching of listening is often marginalized in language classrooms. However, the online mode lends itself to aural texts in the classroom, surpassing the technological barriers of a traditional classroom. Technology adds convenience, helps to create a self-paced learning environment, and allows teachers to bring innovative ways to assess aural skills. The fast-growing and increasing trend in the use of ICT resources has the potential to address varying learner needs. This study aims to understand undergraduate learners' perceptions of listening tasks that were used for online assessment.