cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/swjoen
title: Integrated and enhanced dataset on food security and household coping strategies of Niger (2018-2023)

description: &lt;p&gt;This dataset integrates and standardizes multiple cross-sectional household food security surveys conducted twice a year to support the Cadre Harmonisé process in West Africa. The surveys are carried out in two waves each year:&lt;/p&gt;
 &lt;ul&gt;
 &lt;li&gt;&lt;strong&gt;First wave&lt;/strong&gt;: Conducted before the start of the lean season (around February-March)&lt;/li&gt;
 &lt;li&gt;&lt;strong&gt;Second wave&lt;/strong&gt;: Conducted at the end of the lean season or beginning of the harvesting period (around September-October)&lt;/li&gt;
 &lt;/ul&gt;
 &lt;p&gt;These large-scale surveys are generally representative at the second-tier administrative level and capture data on the access and stability dimensions of food security. Key indicators include:&lt;/p&gt;
 &lt;ul&gt;
 &lt;li&gt;&lt;strong&gt;Food Consumption Score (FCS)&lt;/strong&gt;&lt;/li&gt;
 &lt;li&gt;&lt;strong&gt;Household Dietary Diversity Score (HDDS)&lt;/strong&gt;&lt;/li&gt;
 &lt;li&gt;&lt;strong&gt;Coping behaviors&lt;/strong&gt;&lt;/li&gt;
 &lt;/ul&gt;
 &lt;p&gt;Additionally, this dataset is further augmented with information on several covariate shocks that took place in each second-level administrative area in the period between two subsequent surveys. The different covariate shocks added to the dataset relate to five shock domains: &lt;/p&gt;
 &lt;ol&gt;
 &lt;li&gt;&lt;strong&gt;Conflict and political violence&lt;/strong&gt;&lt;/li&gt;
 &lt;li&gt;&lt;strong&gt;Food price anomalies&lt;/strong&gt;&lt;/li&gt;
 &lt;li&gt;&lt;strong&gt;Long-term climate hazards&lt;/strong&gt;&lt;/li&gt;
 &lt;li&gt;&lt;strong&gt;Rainy season performance&lt;/strong&gt;&lt;/li&gt;
 &lt;li&gt;&lt;strong&gt;Extreme weather events&lt;/strong&gt;&lt;/li&gt;
 &lt;/ol&gt;
 &lt;p&gt;This comprehensive dataset provides valuable insights into food security and household coping strategies in Niger, enriched with data on various shocks impacting food security.&lt;/p&gt;
description: Household- and Community-level Surveys
description: STATA, 17
DOI: 10.21233/qq0e-w589
title: Mink River water chemistry dataset

description: Raw data for the Mink River water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/hov3gb
title: Executive Agreements Database, Statement Regarding Acquisition and Cross-Servicing Agreement with Annexes Between The United States and South Africa Signed At Pretoria May 8, 2001

description: KAV 5913

First signed 05/08/2001
Last signed 05/08/2001
Entry in force (supplemented by last signed) 05/08/2001

stamped 01-66

C06540064

cover memo
DOI: 10.7910/dvn/nqa2ms
title: Replication Data for: Gender Gaps in Access to Medical Intern Positions: The Role of Competition

description: This is the replication package for "Gender Gaps in Access to Medical Intern Positions: The Role of Competition," accepted in 2025 by the Journal of Labor Economics.
DOI: 10.7266/n7-26a0-bg20
title: Marine gels, extracellular polymeric substances (EPS) and transparent exopolymeric particles (TEP) in natural seawater and seawater contaminated with a water accommodated fraction of Macondo oil surrogate
DOI: 10.7910/dvn/ssqwdd
title: Replication Data for: Measuring constitutional loyalty

description: Replication files for Gutmann, Jerg, Roee Sarel, and Stefan Voigt, Measuring constitutional loyalty, forthcoming: Public Choice.
DOI: 10.7910/dvn/svmdyw
title: Comprehensive assessment of decorative traits of conifers

description: Data are presented on quantitative indicators of a comprehensive assessment of decorative characteristics of conifers during vegetative propagation.
DOI: 10.7910/dvn/jtum2h
title: Replication Data for: Impact of Spin-Orbit Coupling on Superconductivity in Rhombohedral Graphene

description: Code and data for Impact of Spin-Orbit Coupling on Superconductivity in Rhombohedral Graphene published on Nature Materials
DOI: 10.7910/dvn/krnzf0
title: Antennal Grooming Subtype Annotations and Kinematics (Replication Data for Figure 1)

description: &lt;p&gt;
This folder contains the antennal grooming subtype annotations for different optogenetic trials (behavior_annotations.pkl) used for Figure 1 and its supplementary figures/videos. The accompanying .txt file (label_definition.txt) describes each behavioral label. Additionally, a PDF illustrating the tracked key points' location is provided (tracked_keypoints.pdf).
&lt;/p&gt;

&lt;p&gt;
 This dataset represents the raw data. The data was further segmented and passed through behavioral checks for analysis, as described in the paper.
&lt;/p&gt;

The annotations are stored in a table with the following columns:
&lt;ul&gt;
 &lt;li&gt;&lt;strong&gt;Date:&lt;/strong&gt; Date of the experiment.&lt;/li&gt;
 &lt;li&gt;&lt;strong&gt;Genotype:&lt;/strong&gt; Genotype of the experimental animal. 
 &lt;code&gt;aJO-GAL4 x UAS-Chrimson&lt;/code&gt; is the genotype for the optogenetic activation of the antennal JO-F neurons.
 &lt;/li&gt;
 &lt;li&gt;&lt;strong&gt;Fly:&lt;/strong&gt; Fly number.&lt;/li&gt;
 &lt;li&gt;&lt;strong&gt;Exp_Type:&lt;/strong&gt; Experiment type. For intact, optogenetic experiments, the value is &lt;code&gt;Beh&lt;/code&gt;.&lt;/li&gt;
 &lt;li&gt;&lt;strong&gt;Trial:&lt;/strong&gt; Trial number.&lt;/li&gt;
 &lt;li&gt;&lt;strong&gt;Frame:&lt;/strong&gt; Frame number captured at 100 frames per second.&lt;/li&gt;
 &lt;li&gt;
 &lt;strong&gt;Pose_&lt;side&gt;_&lt;key_point&gt;_&lt;axis&gt;:&lt;/strong&gt; 
 Pose of the &lt;code&gt;&lt;key_point&gt;&lt;/code&gt; in the &lt;code&gt;&lt;side&gt;&lt;/code&gt; of the fly in 3D coordinates. 
 The &lt;code&gt;&lt;axis&gt;&lt;/code&gt; can be 'x', 'y', or 'z'. Key point names are provided as a separate PDF file in this folder. 
 The origin point is defined as the center of the fly thorax.
 &lt;/li&gt;
 &lt;li&gt;
 &lt;strong&gt;Angle_&lt;side&gt;_&lt;joint&gt;:&lt;/strong&gt; 
 Angle of the &lt;code&gt;&lt;joint&gt;&lt;/code&gt; in the &lt;code&gt;&lt;side&gt;&lt;/code&gt; of the fly, given in degrees. 
 Joint angles are defined as in Lobato-Rios, 2022, Nature Methods.
 &lt;/li&gt;
 &lt;li&gt;&lt;strong&gt;Stimulus:&lt;/strong&gt; Whether the optogenetic stimulus was on or off at the time of the frame capture.&lt;/li&gt;
 &lt;li&gt;&lt;strong&gt;Time:&lt;/strong&gt; Time in seconds from the start of the experiment.&lt;/li&gt;
 &lt;li&gt;
 &lt;strong&gt;Behavioral labels:&lt;/strong&gt; (e.g., &lt;code&gt;background&lt;/code&gt;, &lt;code&gt;unilateral_t_left&lt;/code&gt;): 
 Whether the behavior is observed in the frame. The behavior labels are defined in the file &lt;code&gt;label_definition.txt&lt;/code&gt; in this folder. 
 Only one behavior label is assigned to each frame.
 &lt;/li&gt;
 &lt;li&gt;&lt;strong&gt;beh_label:&lt;/strong&gt; The behavior label for the frame.&lt;/li&gt;
&lt;/ul&gt;
DOI: 10.21233/2hch-2z32
title: Lake Major diatom dataset

description: Raw data for the Lake Major diatom dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/j6gbg2
title: Deep Reinforcement Learning Based DER Aggregation Framework for Coordinated Wholesale and Retail P2P Trading

description: Data for Case III in paper "Deep Reinforcement Learning Based DER Aggregation Framework for Coordinated Wholesale and Retail P2P Trading"
DOI: 10.7910/dvn/gq7e1u
title: Extracted Data From: United States Cancer Statistics

description: This submission includes publicly available data extracted in its original form. Please reference the Related Publication listed here for source and citation information &lt;br /&gt;&lt;br /&gt;

&lt;If you have questions about the underlying data stored here, please contact the CDC's US Cancer Statistics team at USCSData@CDC.gov
&lt;br /&gt;
"The United States Cancer Statistics (USCS) are the official federal statistics on cancer incidence from registries having high-quality data and cancer mortality statistics for 50 states and the District of Columbia. USCS are produced by the Centers for Disease Control and Prevention (CDC) and the National Cancer Institute (NCI)." [Quote from: &lt;a href="https://wonder.cdc.gov/cancer.html"&gt;https://wonder.cdc.gov/cancer.htm&lt;/a&gt;]&gt;
description: This submission includes publicly available data extracted in its original form. Please reference the Related Publication listed here for source and citation information.

“United States Cancer Statistics” was downloaded by Varun Punnam on February 18, 2025 (data) and by Jonathan Gilmour on March 18, 2025 (webpage data)
DOI: 10.7910/dvn/sdjitl
title: The Ultimate Controlling Shareholder’s Motivation for Equity Pledge

description: Journals require data to be uploaded
DOI: 10.7910/dvn/drjcwi
title: Replication Data for: Why democracy does not work for everyone: Social status and support for democracy in Europe

description: Replication dataset for "Heyne, Lea. Why democracy does not work for everyone: Social status and support for democracy in Europe, Opinião Pública - Public Opinion, vol 31., 2025."
DOI: 10.21233/pwtb-9m73
title: Casa Chiquita,  San Juan Co., NM plant macrofossil dataset

description: Raw data for the Casa Chiquita,  San Juan Co., NM plant macrofossil dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/uobczb
title: THE POTENTIAL OF THE APPLICATION OF DIGITAL TECHNOLOGIES IN THE EDUCATIONAL ENVIRONMENT OF THE INSTITUTION OF HIGHER EDUCATION IN THE TRAINING OF THE FUTURE TEACHER

description: The article considers the potential of using a range of digital technologies in the educational environment of a higher
education institution in the preparation of a future teacher. The authors determined the modernity and importance of the
adaptation of modern specialists to the conditions of digitization of the educational services market, which was caused by the
pandemic, and later by the state of war in Ukraine. It is emphasized that modern teachers must adapt to the requirements of
the modern educational space, where the mastery of digital technologies is a strategic task of the education system in the
conditions of digital transformation (which is determined by a number of regulatory and legal documents). The authors
summarized that the content of the professional and pedagogical training of future teachers should form not only
fundamental but also special (professional) knowledge, which will allow mastering the methodology of using digital
technologies, tools, devices with the possibility of adaptation to market transformations based on their own qualifications
and professional competence in conditions of formal, informal and informal education. One of the promising competencies is
information-digital. This competence includes understanding the nature of information, the ability to effectively find,
evaluate, process, create and communicate it using information and communication technologies, and have innovative
thinking. It is noted that the authors use a range of digital technologies in their personal practice to create virtual and physical
content (Moodle, Google Class, Google Drive, LearningApps.org, Wordwall.net, Kahoot, MindMeister, Coggle, Miro,
Padlet, MentiMeters, Worditout.com, Canva). The mentioned digital technologies, as noted by the authors, are used at
various stages of activity – from lectures, seminars, practical, laboratory classes to the organization of independent and
research work of students and are able to ensure the development of professional competence in future teachers, as well as
develop meta-skills, which makes it possible to design the content of educational activities and the use of various
technologies within the framework of an open educational environment in professional and pedagogical activities.
DOI: 10.7910/dvn/lao2xm
title: AGORA2 - collection of 1,749 pan species models (.mat)

description: Collection of pan-species models from the AGORA2 resource. Individual reconstructions were downloaded on 11-Nov-2024. The taxonomic information was generated through the updateTaxonomyInfoAgora.m function in the COBRA toolbox. Pan-species were generated through the createPanSpecies.m function in the COBRA toolbox with the updated taxonomic information file. The pan-species were generated on 22-Nov-2024.
DOI: 10.7910/dvn/qwqemm
title: DermaSynth: Rich Synthetic Image-Text Pairs Using Open Access Dermatology Datasets

description: A major barrier to developing vision large language models (LLMs) in dermatology is the lack of large image-text pairs dataset. We introduce DermaSynth, a dataset comprising of 92,020 synthetic image-text pairs curated from 45,205 images (13,568 clinical and 35,561 dermatoscopic) for dermatology-related clinical tasks. Leveraging state-of-the-art LLMs, using Gemini 2.0, we used clinically related prompts and self-instruct method to generate diverse and rich synthetic texts. Metadata of the datasets were incorporated into the input prompts by targeting to reduce potential hallucinations. The resulting dataset builds upon open access dermatological image repositories (DERM12345, BCN20000, PAD-UFES-20, SCIN, and HIBA) that have permissive CC-BY-4.0 licenses. We also fine-tuned a preliminary Llama-3.2-11B-Vision-Instruct model, DermatoLlama 1.0, on 5,000 samples. We anticipate this dataset to support and accelerate AI research in dermatology. Data and code underlying this work are accessible at https://github.com/abdurrahimyilmaz/DermaSynth
&lt;br&gt;&lt;br&gt;
## Citation&lt;br&gt;
Please cite the paper, if you use the data and code in your research:&lt;br&gt;
&lt;br&gt;
@article{yilmaz2025dermasynth,
 title={DermaSynth: Rich Synthetic Image-Text Pairs Using Open Access Dermatology Datasets},
 author={Yilmaz, Abdurrahim and Yuceyalcin, Furkan and Gokyayla, Ece and Choi, Donghee and Erdem, Ozan and Demircali, Ali Anil and Varol, Rahmetullah and Kirabali, Ufuk Gorkem and Gencoglan, Gulsum and Posma, Joram M and Temelkuran, Burak},
 journal={arXiv preprint arXiv:2502.00196},
 year={2025}
}&lt;br&gt;
DOI: 10.7910/dvn/hq0uxs
title: Household and dietary assessment of women within the reproductive age of 18 to 45 years and adolescents in Vihiga County, Kenya (July 2023)

description: The primary objective of this dataset is to evaluate the socio-economic characteristics, behaviour and dietary intake patterns of women within the reproductive age of 18 to 45 years and adolescents in Vihiga County, Kenya. This data serves as a foundation for understanding nutritional behaviors and informing targeted interventions to improve dietary outcomes in the study population.

&lt;br&gt;&lt;br&gt; 
Methodology: The survey used a multi-stage sampling technique to facilitate sequential sampling across two or more hierarchical levels. In the first stage, Vihiga County was purposively selected and all households constituted in the study population. The second stage three sub-locations that is Ebunangwe, Emanda and Mwitubwi sub-locations in Emuhaya, Vihiga and Luanda Sub-Counties respectively were purposively selected. A listing of the households with woman within the reproductive age of 18 to 45 years was obtained from local authorities with the assistance of community health workers. In households with available adolescents, consent was obtained from the mothers to interview the adolescents. Households from thirty-two (32) randomly selected villages within each of three selected sub-locations were interviewed attaining a sample size of 96 women and 19 adolescents. The survey tool encompassed socio-economic and household characteristics, as well as a single 24-hour qualitative dietary intake questionnaire for both women and adolescents. Data collection was carried out using the KOBO Toolbox platform. Prior to deployment, all tools were pre-tested and refined as necessary. Local enumerators were recruited and trained to administer the surveys effectively. The collected data was exported in Excel format for subsequent cleaning and analysis. The primary tools utilized for data cleaning and analysis were Python and R.
DOI: 10.21233/32mp-be87
title: Lake Lamskoye pollen dataset

description: Raw data for the Lake Lamskoye pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/ur2frx
title: Isolation and Characterization of Antagonistic Bacteria from the Gut of Lampito mauritii (Kinberg, 1866)

description: Abstract
Objective: To isolate and characterize potentially antagonistic bacteria from the gut of Lampito mauritii earthworms. Methods: Lampito mauritii earthworms were collected and gut bacteria were isolated on nutrient agar. Antibacterial activity of isolates was checked by well diffusion against fish and human pathogens. Potent isolates were characterized biochemically. Antimicrobial metabolites were extracted from Pseudomonas aeruginosa isolate TR07 using ethyl acetate and tested by disc diffusion. TR07 was identified by 16S rRNA gene sequencing and phylogenetic analysis. Antibacterial efficacy was assessed statistically. Results: Among 38 discrete isolates, 4 exhibited antibacterial activity against Aeromonas hydrophila and Staphylococcus aureus in well-diffusion assay. These 4 isolates were characterized as Pseudomonas sp., Vibrio sp., Aeromonas sp., and Bacillus sp. based on biochemical tests. Antimicrobial metabolites extracted from Pseudomonas sp. TR07 using ethyl acetate showed statistically significant inhibition against gram-positive and gram-negative bacterial fish and human pathogens in disc diffusion assay. The 16S rRNA gene sequencing and phylogenetic analysis identified the potent isolate TR07 as Pseudomonas aeruginosa with 99.62% sequence homology. Novelty: In a fortuitous finding, the antibacterial potency of Pseudomonas aeruginosa was dramatically amplified through the utilization of a strikingly minute concentration of the bacterial culture extract.

Keywords: Pseudomonas aeruginosa, Earthworm gut, Antibacterial metabolites, Human pathogens, Fish pathogens
DOI: 10.21233/7hh4-fc83
title: LDDsite5756 water chemistry dataset

description: Raw data for the LDDsite5756 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/iqu9vj
title: Mowing induced changes in plant diversity and productivity across N addition gradient in a temperate steppe

description: Mowing induced changes in plant diversity and productivity across N addition gradient in a temperate steppe
DOI: 10.7910/dvn/6qqsyi
title: Replication Data for: "Fulde-Ferrell-Larkin-Ovchinnikov states in Two-dimensional non-Hermitian fermionic superfluidity"

description: This data set contains all the necessary supporting data for the findings in the article "Fulde-Ferrell-Larkin-Ovchinnikov states in Two-dimensional non-Hermitian fermionic superfluidity"
DOI: 10.21233/6xag-z889
title: Okayama ostracode surface sample dataset

description: Raw data for the Okayama ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/r2kjh3
title: Replication Data for: Inhibitory control and cooperation in the Repeated Prisoner’s Dilemma

description: Replication Data for: Inhibitory control and cooperation in the Repeated Prisoner’s Dilemma
DOI: 10.7910/dvn/secncz
title: Replication Data for: Mapping (A)Ideology: A Taxonomy of European Parties Using Generative LLMs as Zero-Shot Learners

description: We perform the first mapping of the ideological positions of European parties using generative Artificial Intelligence (AI) as a “zero-shot” learner. We ask OpenAI’s Generative Pre-trained Transformer (GPT-3.5) to identify the more “right-wing” option across all possible duplets of European parties at a given point in time, solely based on their names and country of origin, and combine this information via a Bradley-Terry decomposition to create an ideological ranking. A cross-validation employing widely-used expert-, manifesto- and poll-based estimates reveals that the ideological scores produced by Large Language Models (LLMs) closely map those obtained through the first, i.e., CHES. Given the high cost of scaling parties via trained coders, and the scarcity of expert data before the 1990s, finding that generative AI produces estimates of comparable quality to CHES supports its usage in political science on the grounds of replicability, agility, and affordability.
DOI: 10.7910/dvn/hrmedk
title: Replication Data for: Tax-Based Marriage Incentives in the Affordable Care Act

description: National Tax Journal: Forthcoming
DOI: 10.7910/dvn/jtysfc
title: Accuracy study of the Oculus Touch v2 versus inertial sensor for a single‑axis rotation simulating the elbow’s range of motion

description: Accuracy (angle) and latency of the Meta Touch v2 controller and the IMU sensor ENLAZA from Werium Solutions while simulating the flexion movement of the elbow. Both were compared to a digital goniometer.
DOI: 10.7910/dvn/udygus
title: Replication Data for: The Distance Between Us: The Role of Ideological Proximity in Shaping Perceptions of Inter-Partisan Relationships

description: Escalating hostility between partisans threatens democratic governance and social cohesion by eroding trust and fuelling discriminatory behaviour towards opposing groups. This study delves into how people perceive the relations between different partisan groups and why certain pairs of partisans are viewed as friendlier or more hostile toward one another. Drawing on similarity-attraction theory in social psychology and affective polarization research, I argue that citizens perceive the relationship as more friendly between individuals who support ideologically similar parties. The claim is tested and empirically supported by using a novel survey item, which asks about the likelihood of two partisans becoming good friends, in three multiparty democracies: Canada, Germany, and the UK. The findings suggest that parties’ ideological proximity not only shapes citizens’ perceptions of parties themselves but also influences their views of fellow citizens across party lines. By demonstrating that people consider party proximity and ideological alignment when gauging inter-partisan relations, the study sheds light on how ideological and affective dimensions intertwine within these relationships in multiparty democracies.
DOI: 10.21233/jset-9y02
title: LDDsite6505 ostracode surface sample dataset

description: Raw data for the LDDsite6505 ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.