cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.jzmc3q
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Spain",
 "DatasetKey is one of (Herbario de la Universidad de Sevilla, SANT Herbarium vascular plants collection, Herbario de Plantas Vasculares de la Universidad de Salamanca: SALA, Herbario HSS Finca La Orden-Valdesequera (CICYTEX). Junta de Extremadura, Sistema de Información de la vegetación Ibérica y Macaronésica, Banco de Datos de la Biodiversidad de la Comunitat Valenciana, Colección de plantas vasculares del herbario de la Universitat de València (VAL), CSIC-Real Jardín Botánico-Colección de Plantas Vasculares (MA))",
 "Geometry POLYGON((3.73212 41.52937,3.86657 42.29576,3.05984 42.86047,0.801 42.96803,0.00772 41.08567,0.61277 40.33272,3.73212 41.52937))",
 "TaxonKey is Senecio lividus L."
 ]
}

 The dataset includes 53 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000745-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.59456s
title: Occurrence Download

description: A dataset containing 2120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Proechimys semispinosus (Tomes, 1860)"
 ]
}

 The dataset includes 2120 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000743-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zuv6gp
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "GadmGid is MEX.6_1",
 "TaxonKey is Mustelidae"
 ]
}

 The dataset includes 99 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000746-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/sbhz5byskv.1
title: The Effect of Digital Literacy Training on Human Resource Development as a Mediating Factor in the Association Between Entrepreneurial Performance and Intention to Leave

description: This dataset contains the results of the research instrument testing carried out by evaluating the outer model measurement model to determine the specifications of the relationship between latent variables and their manifest variables, this test includes convergent validity, discriminate validity, composite reliability and Cronbach alpha. In addition, this dataset also contains the results of processing using Smart PLS v.3.2.9 can be seen in Table 1. It is known that all outer loading values ​​or correlations between constructs and variables consisting of Digital Literacy Training (X), HR Development (Z), Entrepreneurial Performance (Y1) and Intention to Leave (Y2) have met convergent validity because they have an outer loading / loading factor value of ˃ 0.70. There is also data on Discriminate validity, Average Variance Extracted (AVE), composite reliability and Cronbach's alpha and B. Structural Model Evaluation (Inner Model) / Goodness of Fit.
DOI: 10.18112/openneuro.ds005597.v1.0.0
title: Retrospective Task/Rest fMRI Data from Tumor Patients - for Sora
DOI: 10.15468/dl.hqj66k
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "GadmGid is MEX.18_1",
 "TaxonKey is Mustelidae"
 ]
}

 The dataset includes 36 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000749-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/jjf64rhc9h.1
title: Shear performance of Perfobond shear connectors-Database
DOI: 10.15468/dl.4agcdw
title: Occurrence Download

description: A dataset containing 829 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Spain",
 "DatasetKey is one of (Sistema de Información de la vegetación Ibérica y Macaronésica, Herbario de la Universidad de Sevilla, Herbario HSS Finca La Orden-Valdesequera (CICYTEX). Junta de Extremadura, Herbario de Plantas Vasculares de la Universidad de Salamanca: SALA, CSIC-Real Jardín Botánico-Colección de Plantas Vasculares (MA), SANT Herbarium vascular plants collection, Colección de plantas vasculares del herbario de la Universitat de València (VAL), Banco de Datos de la Biodiversidad de la Comunitat Valenciana)",
 "TaxonKey is Senecio lividus L."
 ]
}

 The dataset includes 829 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000750-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7wnk5z
title: Occurrence Download

description: A dataset containing 318 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "GadmGid is MEX.6_1",
 "TaxonKey is Iguanidae"
 ]
}

 The dataset includes 318 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000748-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/4kx7w6xx5t.1
title: Dataset: Examining the Impacts of Land Resources on Agricultural Livelihood and Youth Education in Battambang Province

description: The dataset here is the research data for our research entitled Examining the Impacts of Land Resources on Agricultural Livelihood and Youth Education in Battambang Province. It has been generated from in-situ information collected from Dei Kraham and Ou Toek Thla, located west of Battambang Town for examine agricultural livelihoods in this villages. The interviewees (123 samples) were randomly selected to conduct the interview. Raw data can be requested from authors with respect to intellectual property rights.
DOI: 10.17632/jn34pwbbt9.1
title: American Journal of Science Education Research

description: The aim of this investigating is to obtain an insight into how physics teachers, who teach the Lebanese curriculum, understand teaching critical thinking. It also aims at discovering which strategy these teachers use to teach critical thinking, if they do. To investigate these, two research questions were addressed: “How are teachers using strategies to teach critical thinking in physics classrooms?” and “What are the best strategies that teach critical thinking in physics classrooms?” To answer these questions, an exploratory study was conducted where the descriptive data revealed that the most widely used strategy in physics classrooms is lecturing; yet the way it is being implemented does not cater for students’ acquisition of critical thinking skills. Professional development regarding teaching critical thinking in physics classes is recommended.
DOI: 10.15468/dl.k5cbj2
title: Occurrence Download

description: A dataset containing 860 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Loxosceles Heineken & Lowe, 1832"
 ]
}

 The dataset includes 860 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000751-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/kpdvjyh58t.1
title: 表1．IMUセンサ一覧

description: Claude 3.5 Sonnetに依頼し作成してもらった表を、筆者がURLの確認、センサーの削除・追加等の微修正を行った。この表は現在利用可能なIMUをなんとなく一望する目的で作成しており、正確性は求めていない。したがって、利用に関しては個人が責任をもって行っていただきたい。
DOI: 10.17632/p54tvjfz2n.1
title: Geochemical characteristics of the ferromanganese crusts and nodule in the Northwestern Pacific Ocean and indications for the marine geochemical REY cycle

description: The geochemical compositions of ferromanganese crusts and nodule in the Northwestern Pacific Ocean and the geochemical data of collected global ferromanganese crusts and nodules.
DOI: 10.17632/kpdvjyh58t.2
title: 表1．IMUセンサ一覧

description: Claude 3.5 Sonnetに依頼し作成してもらった表を、筆者がURLの確認、センサーの削除・追加等の微修正を行った。この表は現在利用可能なIMUをなんとなく一望する目的で作成しており、正確性は求めていない。したがって、利用に関しては個人が責任をもって行っていただきたい。
DOI: 10.17632/zd2pvtyknk.1
title: Mixed afforestation decreased soil organic carbon content but improved the carbon stability in the initial stage of afforestation

description: The results revealed that abandoned farmland land had the greatest POC/SOC ratio, while three mixed forests had greater MAOC/SOC ratios than POC/SOC in the 0–20 cm layer. High CPMI and SOC fraction contents were found in DBF. Although mixed afforestation decreased SOC content, it improved the stability of SOC.
DOI: 10.17632/hrnyw4g89c.1
title: Effect of concentric-exercise-induced fatigue on proprioception, motor control and performance of the upper limb in handball players

description: The data include all measurements that were obtained from the participants. They also include the statistical analysis per outcome measure.
DOI: 10.17632/zpn8bn38pb.1
title: English Proficiency Level of the Junior High School students of Systems Plus College Foundation

description: In today's globalized world, the language used most often is English. As Latha (2012), English has displayed the lingua franca for communication, business, education, and event worldwide. English holds a spot of éclat in our country. Still, after decades of colonial control, no indigenous language has grown up to replace English, either as a communication tool or as an official language. The learning of language is in order with the training plans on the implementation of the K to 12. This idea is also accurate in teaching English in the transition year of Junior High School. In Systems Plus College Foundation, the same predicament had been felt.
The student's ability to express their feelings using the English language is complicated because several factors often hinder it; hence, knowing their proficiency level will lead the researcher to study further the factors affecting it. This research was conducted in the descriptive-evaluative method since it aimed to explain students' language proficiency levels. The survey was made to ascertain the language areas where participants are not that inclined or lacking in their actual state of practice. This design generated quantitative data that was investigated statistically, and the adoption of this design was based on the purpose of the research, the nature of data, and the interpretation of data applied in the study. This method collected data by forwarding the questionnaires to the participants, tabulating, and summarizing the results of the responses.
Furthermore, this study concludes that the basic areas in the language areas are in the "approaching proficiency" level while the Grade 8 level can be considered struggling, as shown in their overall range score of 4.42. This study also revealed that the area "correct usage. This study also revealed7.70 (proficient). Lastly, the study unveiled that based on DepEd guidelines in the assessment and level of proficiency under the K to 12 curriculum, the Junior High School of SPCF English language proficiency is "Developing" with an overall index performance of 42.76 or in the scale of 2. With that, it was recommended t teachers continually update their students' performance, especially in the areas labeled as developing, and urge other subject teachers to use English as their medium of instruction and serve as the role model supporting the English Program at the school.
DOI: 10.17632/y5j5jystvc.1
title: Recap of SLR Screening Stages

description: This dataset contains a detailed recap of the screening stages used in a systematic literature review (SLR). It includes data on the selection process for relevant papers, following multiple stages of inclusion and exclusion. The dataset is valuable for researchers conducting literature reviews, particularly in fields related to IoT-enabled systems or other technological innovations.
DOI: 10.17632/t9nwnwpx8s.1
title: Data and code availability

description: Data and code availability
DOI: 10.17632/29n4s79z6r.1
title: Emigration of Albanian Nurses Post-COVID-19: A Challenge for Healthcare and the Future of Health Care Services

description: This study examines the phenomenon of emigration of Albanian nurses following
the COVID-19 pandemic, a period that has seen an increase in demand for healthcare
professionals worldwide. The analysis of historical data indicates that the emigration
of nurses has significant consequences for the Albanian healthcare system, including
personnel shortages and a decline in service quality. The results suggest a need for
reforms and supportive policies to address this crisis.
DOI: 10.17632/tyw95x72fp.1
title: Decarbonizing food supply chain

description: The data is collected from 12 experts in food industry. They have provided the contextual relationships between the variables, and gave ratings on the basis of their relative importance.
DOI: 10.17632/wjz8vpwxk6.1
title: Sustainable Impact of the Shopee Pay E-Wallet Digital Payment System on Consumer Buying Interest: A Case Study of the Golden Hour T-Shirt Business Data

description: Sustainable Impact of the Shopee Pay E-Wallet Digital Payment System on Consumer Buying Interest: A Case Study of the Golden Hour T-Shirt Business Data
DOI: 10.17632/nzz9zkwhgw.1
title: Key Factors in Consumer Purchasing Power: An Exploratory Analysis of JW Sound System Business in Sustainable Business Development Data

description: Key Factors in Consumer Purchasing Power: An Exploratory Analysis of JW Sound System Business in Sustainable Business Development Data
DOI: 10.17632/vh74pg7z5x.1
title: Good connections: banks specialization and the tariff elasticity of exports

description: Replication package for the paper "Good connections: banks specialization and the tariff elasticity of exports" by Antoine Berthou, Thierry Mayer and Jean-Stéphane Mésonnier in the Journal of International Economics.
DOI: 10.25810/es52-xr23.78
title: Canadian Newspaper Coverage of Climate Change or Global Warming, 2000-2024 - September 2024

description: The Media and Climate Change Observatory Data monitors 126 sources (across newspapers, radio and TV) in 58 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://mecco.colorado.edu.
DOI: 10.17632/7pnp8xy9k8.1
title: Towards a Sustainable Industrial Future: Analyzing the Intersection of Industry 5.0 and Green Practices

description: The attached data is a publication on Scopus related to the topic of industry 5.0 research and its relationship to sustainability practices. The data is used for bibliometric research.
DOI: 10.17632/yrfp8srj7j.1
title: DMSV_JIE

description: The data files contains code and data to replicate the analysis in Doerr, Marin, Suverato and Verdier: "International Trade and the Allocation of Capital Within Firms", Journal of International Economics
DOI: 10.17632/ftpbyn7kkw.1
title: ARTICULOS TESIS

description: El presente artículo aborda la problemática de la alta rotación de personal y el deterioro del ambiente laboral en una cadena de gimnasios en Arequipa, como consecuencia de la ausencia de un área de recursos humanos formalmente establecida. Este fenómeno no solo afecta la estabilidad del equipo de trabajo, sino que también repercute negativamente en la calidad del servicio ofrecido a los clientes, generando insatisfacción y una disminución en los ingresos de la empresa. Ante esta situación, se plantea una propuesta integral para la creación de un departamento de recursos humanos que atienda las principales necesidades de gestión de personal, desde el reclutamiento y selección hasta el desarrollo y retención de talento.La rotación de personal en la industria del fitness es un problema recurrente debido a las condiciones laborales poco estructuradas, la falta de planes de desarrollo profesional, y la inexistencia de un sistema de comunicación eficiente entre la dirección y los empleados. Estas debilidades organizacionales incrementan los niveles de estrés y desmotivación entre los colaboradores, generando un entorno laboral desfavorable que a su vez repercute en la experiencia del cliente.
El objetivo central de esta propuesta es reducir significativamente la rotación de personal mediante la formalización de procesos de gestión de talento, que permitan atraer, seleccionar, capacitar y retener a los mejores perfiles profesionales para la empresa. La implementación del área de recursos humanos busca, asimismo, mejorar el ambiente laboral promoviendo una cultura organizacional más inclusiva y participativa, donde los trabajadores sientan que son valorados y que sus necesidades son atendidas de manera efectiva.Para lograr estos objetivos, el artículo propone una serie de estrategias clave, como el desarrollo de programas de capacitación continua para el personal, la creación de planes de carrera que ofrezcan oportunidades de crecimiento dentro de la empresa, y la implementación de un sistema de evaluación de desempeño transparente y equitativo. Además, se destacan la importancia de fomentar la comunicación interna y establecer canales de retroalimentación entre empleados y directivos, lo que contribuirá a fortalecer la cohesión del equipo y mejorar el clima organizacional.A través de la formalización de las prácticas de recursos humanos, se espera no solo reducir la rotación de personal, sino también aumentar los niveles de satisfacción y compromiso de los empleados, lo que se traducirá en un mejor servicio al cliente y, en última instancia, en un incremento de la rentabilidad para la empresa. La propuesta también sugiere el uso de indicadores de gestión para medir el impacto de la implementación del área de recursos humanos en términos de retención de talento, mejora del ambiente laboral y reducción de costos asociados a la alta rotación.
DOI: 10.17632/55gfy4j3pc.1
title: Malayalam Facebook bAbI tasks

description: A Malayalam Question Answering dataset of 5,000 training samples and 5,000 testing samples was generated by translating Facebook bAbI tasks. Facebook's bAbI tasks was originally created in English, some of the languages it has been translated are French, German, Hindi, Chinese, Russian. Twenty fictitious tasks that test a system's capacity for responding to a range of themes, including text comprehension and reasoning, are included in the dataset. Five task-oriented usability questions with comparable sentence patterns are also included in the collection. The questions here range in difficulty. Every job has 1000 test samples and 1000 training samples in the dataset. we created the dataset for the proposed work by utilizing the bAbI dataset to translate the English dataset into Malayalam for five tasks (tasks 1, 4, 11, 12, and 13), represented as tasks 1 through 5. Titles such as "Single Supporting Facts," "Two Argument Relations," "Basic Coreference," "Conjunction," and "Compound Coreference" relate to the tasks. Every sample in the dataset comprises a series of statements (sometimes called stories) about people's movements around things, a question, a suitable answer.
Tasks: 
Task 1: Single supporting fact: This task tests whether a model can identify a single important fact from a story to answer a question. The story usually contains several sentences, but only one sentence is directly useful in answering the question. 
Task 2: Relationships with two arguments: This task involves understanding the relationship between two entities. The model must infer relationships between pairs of objects, people or places.
Task 3: Core co-reference: Co-reference resolution is the task of linking pronouns or phrases to the correct entities. In this task, the model must resolve simple pronominal references. 
Task 4: Conjunctions: This task tests the model's ability to understand sentences in which several actions or facts are joined by conjunctions such as "and" or "or". The model must process these linked statements to answer the questions correctly. 
Task 5: Compound Reference: This task is more complex because it requires the model to solve the conjunctions in the sentence with composite entities or more complex structures.
DOI: 10.17632/bjd92vk5bm.1
title: Data for Impact of IV-to-PO Switch

description: This study investigated the impact of the Intravenous to Per Oral Switch (IV-to-PO switch) program in a tertiary care hospital in Islamabad, Pakistan. The primary goals were to assess the effect on length of hospital stay and cost savings, with secondary objectives focused on missed opportunities and usage patterns. Although the IV-to-PO switch did not significantly affect the length of stay, it yielded an 8.7% reduction in total pharmacy costs (PKR). The majority of switches, particularly in the obstetrics/gynaecology specialty, involved transitioning from ceftriaxone to cefixime. This highlighted the program's potential for cost savings and its positive implementation impact.
DOI: 10.17632/y7m9nhz498.1
title: Digitalization and MSMEs Performance

description: Data for article Digitalization and MSMEs Performance.
DOI: 10.17632/bjd92vk5bm.2
title: Data for Impact of IV-to-PO Switch

description: This study investigated the impact of the Intravenous to Per Oral Switch (IV-to-PO switch) program in a tertiary care hospital in Islamabad, Pakistan. The primary goals were to assess the effect on length of hospital stay and cost savings, with secondary objectives focused on missed opportunities and usage patterns. Although the IV-to-PO switch did not significantly affect the length of stay, it yielded an 8.7% reduction in total pharmacy costs (PKR). The majority of switches, particularly in the obstetrics/gynaecology specialty, involved transitioning from ceftriaxone to cefixime. This highlighted the program's potential for cost savings and its positive implementation impact.
DOI: 10.17632/6tjhd74t5r.1
title: Accurate estimation of interfacial thermal conductance between silicon and diamond enabled by a machine learning interatomic potential

description: "TrainData.cfg" and "TrainData.xyz" are the complete dataset obtained by AIMD calculations with the "cfg" and "xyz" formats, respectively. 
In the "cfg" format, the atomic types of 6 and 14, refer to C and Si, respectively.
The "p.mtp" is the trained MTP, in which for LAMMPS calculations 1 and 2, refer to C and Si, respectively.
"INCAR" and "POTCAR" are the related VASP input data for AIMD calculations.
DOI: 10.17632/6tjhd74t5r.2
title: Accurate estimation of interfacial thermal conductance between silicon and diamond enabled by a machine learning interatomic potential

description: "TrainData.cfg" and "TrainData.xyz" are the complete dataset obtained by AIMD calculations with the "cfg" and "xyz" formats, respectively. 
In the "cfg" format, the atomic types of 6 and 14, refer to C and Si, respectively.
The "p.mtp" is the trained MTP, in which for LAMMPS calculations 1 and 2, refer to C and Si, respectively.
"INCAR" and "POTCAR" are the related VASP input data for AIMD calculations.
"LAMMPS.zip" is an example of LAMMPS input files for the NEMD calculations. 
"ALAMODE.zip" includes input files for ALAMODE calculations.
DOI: 10.17632/c9rv63v8w3.1
title: Optimizing Product Offerings: A Conjoint Analysis of Tofu Attributes and Consumer Preferences for Market Success Data

description: Optimizing Product Offerings: A Conjoint Analysis of Tofu Attributes and Consumer Preferences for Market Success Data