cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/3cxdf2z85v
title: Increasing Renewable Energy Investments in Sustainable Business with Bibliometric Analysis

description: This study aims to examine the dynamics of renewable energy investment in sustainable business by utilizing a bibliometric approach. This research is important because of the growing global emphasis on climate change mitigation and the transition from conventional fossil fuels to cleaner energy sources, which places investment in renewable energy as a strategic priority for industry and policymakers. A total of 1,262 publications covering the period 1995 to 2025 were drawn from leading scientific databases to uncover key trends, influential journals, and popular keywords in the field. Through data processing and visualization, bibliometric analysis highlights an important surge in publications after 2010, which shows increased awareness of the need for sustainable energy solutions. The findings revealed that the discussion included not only technological aspects but also policy frameworks, financial mechanisms, and business strategies, signaling a holistic understanding of renewable energy implementation. Further results show that more and more academics and practitioners recognize the important role of innovation and collaboration across sectors. Overall, the study offers a comprehensive mapping of research developments in renewable energy investment in the context of sustainable business, guiding stakeholders to develop effective strategies and policies that facilitate economic growth and environmental conservation.
DOI: 10.6084/m9.figshare.13102502.v1
title: Dataset of frequency of occurrence of words in title of journal articles of different fields in biology

description: Article title should theoretically reflect the content to which it represents. But, there is a paucity of quantitative methods for measuring the relevance of a title to an article’s content. One approach for quantifying the relevance of a title with respect to an article’s content is through mining the frequency of occurrence of words in the article title in the main text of the article. Profiling of high frequency of occurrence of many words in the title would suggests higher degree of relevance of the title with respect to the article’s content. But this must be taken in light of the caveat that some titles are phrased to express the conclusion of a paper, and would thus suffer from a lower frequency of occurrence of words of the title in the main text. This work reports a dataset that has been obtained through analysing the frequency of occurrence of words in the title of journal article in the main text of the article. This process is aided by an in-house MATLAB software coded for the project. Articles from different fields of biology such as biochemistry, bioinformatics, biotechnology, cell biology, computational biology, genetics, genomics, microbiology, molecular biology, structural biology, synthetic biology, and systems biology were put through the same analysis, and an Excel file detailing the frequency of occurrence of words in the title of the article serve as the output. The data is also visualized as a bar chart in the same Excel file.
DOI: 10.6084/m9.figshare.25560714.v1
title: Dataset for "A Corpus-Based Study to Triangulating Experimental Evidence Regarding Verb-Noun Association for Action Verbs"

description: This dataset contains the raw data and results of a corpus linguistics research. It aimed at finding the convergence between two results, namely experiment and corpus. Below are the descriptions of each data file:"data-raw": A raw dataset containing the results of an experiment conducted using Gorilla Experiment Builder. This consists of responses regarding verb-noun collocation co-occurrences from 17 participants into one. Link to Gorilla Experiment: (https://app.gorilla.sc/openmaterials/622948)."Corpus Analysis Results": A compiled data containing search results of frequencies found in the Corpus of Contemporary American English (COCA). The frequencies were compiled into tables for each five main verbs showing the number of co-occurrences of specific verb-noun collocations."Experiment Results (1)": A compiled data containing the experiment results that have been calculated as a total, showing the number of co-occurrences of specific verb-noun collocations across five verbs from the participant responses.
DOI: 10.6084/m9.figshare.26099020.v1
title: Supporting Information Deitrick etal 2024

description: Data supporting study of erosion within mangrove forest
DOI: 10.17632/5pxctwjmnx
title: Impacto en la salud física y mental

description: archivos, artículos, investigaciones sobre la salud física y mental de los estudiantes en la educación virtual
DOI: 10.6084/m9.figshare.23215034.v1
title: Code and data for Vision-HD

description: The program deployment is included in the code_VisionHD.zip The data is derived from Argoverse2 and include images, segmented images and HD Map lane markings.
DOI: 10.6084/m9.figshare.6701543.v1
title: Supplementary Material for: Late Cochlear Implantation in Early-Deafened Adults: A Detailed Analysis of Auditory and Self-Perceived Benefits

description: <b><i>Objectives:</i></b> It is known that early-deafened cochlear implant (CI) users are a very heterogeneously performing group. To gain more insight into this population, this study investigated (1) postoperative changes in auditory performance over time based on various outcome measures, focusing on poor performers, (2) self-perceived outcomes, (3) relations between auditory and self-perceived outcomes, and (4) preimplantation factors predicting postoperative outcomes. <b><i>Methods:</i></b> Outcomes were assessed prospectively in a group of 27 early-deafened, late-implanted CI users, up to 3 years after implantation. Outcome measures included open-set word and sentence recognition, closed-set word recognition, speech tracking and a questionnaire on self-perceived outcomes. Additionally, the relative influence of 8 preimplantation factors on CI outcome was assessed with linear regression analyses. <b><i>Results:</i></b> Significant improvements were found for auditory performance measures and most of the questionnaire domains. Significant changes of the closed-set word test, speech tracking and questionnaire were also found for a subgroup of poor performers. Correlations between auditory and self-perceived outcomes were weak and nonsignificant. Preoperative word recognition and preoperative hearing thresholds, both for the implanted ear, were significant predictors of postoperative outcome in the multivariable regression model, explaining 63.5% of the variation. <b><i>Conclusions:</i></b> Outcome measurement in this population should be adjusted to the patients’ individual performance level and include self-perceived benefit. There is still a need for more knowledge regarding predictors of CI outcomes in this group, but the current study suggests the importance of the preoperative performance of the ear to be implanted.
DOI: 10.6084/m9.figshare.7806566.v1
title: Sequence similarity searches for morphine biosynthesis enzymes in bacteria yields putative targets for understanding associations between infection and opiate administration

description: TableS1.xls - Seventy proteins that were found the top 100 hits from the T6ODM and CODM searches.
DOI: 10.6084/m9.figshare.2067018.v1
title: Dual energy spectral CT imaging for colorectal cancer grading.xlsx

description: <b>Data for Dual energy spectral CT imaging for colorectal cancer grading: a preliminary study</b> <b> </b>
DOI: 10.6084/m9.figshare.3144991.v2
title: Data sharing policies in scholarly journals across 22 disciplines [dataset]

description: Survey period: 08 April - 08 May, 2014 Top 10 Impact Factor journals in each of 22 categories <br> Figures https://doi.org/10.6084/m9.figshare.6857273.v1 <br> Article https://doi.org/10.20651/jslis.62.1_20<br> https://doi.org/10.15068/00158168
DOI: 10.6084/m9.figshare.22633798.v1
title: Annotation files of lemon genome

description: The 'Xiangshui' lemon genome annnoation file
DOI: 10.6084/m9.figshare.25134059.v1
title: Supplementary Material for: Association between Antenatal Antibiotic Exposure and Bronchopulmonary Dysplasia: A Systematic Review and Bayesian Model-Averaged Meta-Analysis

description: <b><i>Introduction:</i></b> Antenatal antibiotic exposure has been suggested as a risk factor for bronchopulmonary dysplasia (BPD). We aimed to summarize the evidence from randomized controlled trials (RCTs) and observational studies on this potential association. <b><i>Methods:</i></b> PubMed/Medline and Embase databases were searched. BPD was classified as BPD28 (supplemental oxygen during 28 days or at postnatal day 28), BPD36 (supplemental oxygen at 36 weeks postmenstrual age), BPD36 or death, and BPD-associated pulmonary hypertension (BPD-PH). Bayesian model-averaged (BMA) meta-analysis was used to calculate Bayes factors (BFs). The BF<sub>10</sub> is the ratio of the probability of the data under the alternative hypothesis (H<sub>1</sub>) over the probability of the data under the null hypothesis (H<sub>0</sub>). <b><i>Results:</i></b> We included 6 RCTs and 27 observational studies (126,614 infants). Regarding BPD28, BMA showed that the evidence in favor of H<sub>0</sub> (lack of association with antenatal antibiotics) was weak for the RCTS (BF<sub>10</sub> = 0.506, 6 studies) and moderate for the observational studies (BF<sub>10</sub> = 0.286, 10 studies). Regarding BPD36, the evidence in favor of H<sub>0</sub> was moderate for the RCTs (BF<sub>10</sub> = 0.127, 2 studies) and weak for the observational studies (BF<sub>10</sub> = 0.895, 14 studies). Evidence in favor of H<sub>0</sub> was also weak for the associations with BPD36 or death (BF<sub>10</sub> = 0.429, 2 studies) and BPD-PH (BF<sub>10</sub> = 0.384, 2 studies). None of the meta-analyses showed evidence in favor of H<sub>1</sub>. <b><i>Conclusions:</i></b> The currently available evidence suggests a lack of association between antenatal antibiotics and BPD. However, our results should not be interpreted as an argument for widespread use of antibiotics in the setting of preterm delivery.
DOI: 10.17632/wkk7sn8t2r
title: When AI Disappoints How Brand Equity Shields Consumers from Socially Unsatisfying Interactions Complete Dataset

description: Resulting database from the final survey used in the article "When AI Disappoints How Brand Equity Shields Consumers from Socially Unsatisfying Interactions".
DOI: 10.6084/m9.figshare.23607591.v1
title: patient02.rar

description: A Patient with fundus images that taken by Ret-cam.
DOI: 10.6084/m9.figshare.19521955.v1
title: SNPS for linkage mapping

description: genotype data from ddradseq for linkage mapping
DOI: 10.6084/m9.figshare.28723388.v1
title: HE_Noncompensatory_Data.xlsx

description: Data relating to the “<b>Evaluation of the Task Characteristics of a Non-Compensatory Holistic Experiment</b>” survey. This study presents a decision-making experiment with eight tasks consisting of evaluating a set of alternatives on a set of attributes. Two decision-making processes are compared, the selection of the best alternative <i>versus</i> the elimination of the worst alternative, carried out by 364 participants. Other characteristics of these tasks such as the type of data visualization and the type of attribute weights are also analyzed. These analyses are made based on the participants’ performance, here represented by the probabilities of success obtained in each task and by the time spent answering the problems. Thus, the aim of this study is to evaluate how the different characteristics of tasks with holistic visualizations lead to better results of probabilities of success when applying non-compensatory decision strategies, a process tracing approach. The knowledge gained from these assessments enables decision analysts to provide adequate support to DMs and, consequently, to improve non-compensatory systems that apply holistic evaluations. The results obtained show that it is not the consideration of a specific characteristic of the tasks, nor even the preference of DMs for such aspects that lead to better performance and greater chances of success.
DOI: 10.6084/m9.figshare.28738199.v1
title: On the ecological niche of the West

description: Data set with data on 145 Western and non-Western countries, whether they belong in the Western Civilization, and their levels of steady rain and ultraviolet radiation.
DOI: 10.17632/wc87kpk6ks
title: Bangladeshi Food Delivery App Restaurant Reviews

description: The dataset "Bangladeshi Restaurant Reviews" is a collection of customer reviews for restaurants in Bangladesh that are available on Foodpanda and Hungrynaki, two major food delivery apps in the country. The reviews were collected to provide insights into the satisfaction levels of customers with the food and service of these restaurants. The dataset includes information such as the reviewer name, review text, rating, and date of review.

The inspiration behind this dataset was to create a comprehensive resource for anyone interested in studying the restaurant industry in Bangladesh, specifically the food delivery sector. The dataset can be used for various purposes, such as sentiment analysis of customer reviews, identifying the most popular restaurants, and analyzing customer feedback to improve the service of restaurants.

The data was collected from the official websites of Foodpanda and Hungrynaki using web scraping techniques. The dataset contains over 15,000 reviews and were translated in English via Google Translator API.

We hope that this dataset will be valuable for researchers, students, and anyone interested in the restaurant industry in Bangladesh. We welcome any feedback or suggestions for improving the dataset in the future.
DOI: 10.6084/m9.figshare.28764956.v1
title: Seeking sexual health care services scale development: study 1.

description: This data set supports the development of a new sexual health seeking scale.
DOI: 10.6084/m9.figshare.19809565.v1
title: Poor Outcome of Pediatric Patients with Acute Myeloid Leukemia Harboring High FLT3/ITD Allelic Ratios

description: Source data of "Poor Outcome of Pediatric Patients with Acute Myeloid Leukemia Harboring High FLT3/ITD Allelic Ratios"
DOI: 10.6084/m9.figshare.22776098.v1
title: F-actin-Cell001-Cell004

description: 20-time points of structured illumination microscopy F-actin data
DOI: 10.17632/ppf3k7pdp9
title: Effects of Brief Mindfulness Meditation Training on Attention and Dispositional Mindfulness in Young Adult Males

description: the raw data of the outcome measures from the pretest to the posttest for the BMM and the control groups in terms of the FFMQ, ANT, attention concentration task, attention assignment task, and salivary cortisol.
DOI: 10.6084/m9.figshare.12115563.v1
title: Extreme precipitation Dataset of China

description: <b>National Long-term hourly precipitation Dataset of China (1961-2012)</b>
DOI: 10.6084/m9.figshare.5848680.v1
title: Additional file 2: of Two approaches for estimating the lower limit of quantitation (LLOQ) of microRNA levels assayed as exploratory biomarkers by RT-qPCR

description: Multi-site miRNA calibration curve dataset for the singleplex preamp RT-qPCR pipeline. (CSV 2 kb)
DOI: 10.6084/m9.figshare.21426021.v1
title: Supplementary Material for: Operational Definitions of Treatment Response and Remission in Obsessive-Compulsive Disorder Capture Meaningful Improvements in Everyday Life

description: <b><i>Introduction:</i></b> The operational definitions of treatment response, partial response, and remission in obsessive-compulsive disorder (OCD) are widely used in clinical trials and regular practice. However, the clinimetric sensitivity of these definitions, that is, whether they identify patients that experience meaningful changes in their everyday life, remains unexplored. <b><i>Objective:</i></b> The objective was to examine the clinimetric sensitivity of the operational definitions of treatment response, partial response, and remission in children and adults with OCD. <b><i>Methods:</i></b> Pre- and post-treatment data from five clinical trials and three cohort studies of children and adults with OCD (<i>n</i> = 1,528; 55.3% children, 61.1% female) were pooled. We compared (1) responders, partial responders, and non-responders and (2) remitters and non-remitters on self-reported OCD symptoms, clinician-rated general functioning, and self-reported quality of life. Remission was also evaluated against post-treatment diagnostic interviews. <b><i>Results:</i></b> Responders and remitters experienced large improvements across validators. Responders had greater improvements than partial responders and non-responders on self-reported OCD symptoms (Cohen’s <i>d</i> 0.65–1.13), clinician-rated functioning (Cohen’s <i>d</i> 0.53–1.03), and self-reported quality of life (Cohen’s <i>d</i> 0.63–0.73). Few meaningful differences emerged between partial responders and non-responders. Remitters had better outcomes across most validators than non-remitters. Remission criteria corresponded well with absence of post-treatment diagnosis (sensitivity/specificity: 93%/83%). Using both the Yale-Brown Obsessive-Compulsive Scale (Y-BOCS) and the Clinical Global Impression Scale yielded more conservative results and more robust changes across validators, compared to only using the Y-BOCS. <b><i>Conclusions:</i></b> The current definitions of treatment response and remission capture meaningful improvements in the everyday life of individuals with OCD, whereas the concept of partial response has dubious clinimetric sensitivity.
DOI: 10.6084/m9.figshare.26295868.v1
title: Dataset for Incentivizing video-on-demand subscription intention through tiered discounts and anti-piracy messages

description: This file contain all variables and cases analyzed in the study entitled, “Incentivizing video-on-demand subscription intention through tiered discounts and anti-piracy messages."
DOI: 10.6084/m9.figshare.27101287.v1
title: Data on glycaemic control among type 2 diabetes patients attending outpatient departments of two hospitals in the Eastern Region of Ghana

description: The file is a data set that presents information on type 2 diabetes patients. It contains data on their socio-demographic characteristics such as age, their anthropometric and HBA1c test values.
DOI: 10.17632/9vxp7vfz6k
title: Data for: Global disparities in health-systems financing: a cross-national analysis of the impact of tariff reductions and state capacity on public health expenditure in 65 low- and middle-income countries, 1996-2016
DOI: 10.6084/m9.figshare.13028252.v1
title: Balcony BirdWatching

description: Metadata and data for balcony birdwatching observations.
DOI: 10.6084/m9.figshare.22269562.v1
title: fores_woodprocess_fire.tif

description: forestry residues from the wood exploitation and process of fire wood
DOI: 10.17632/f2fjgp9k6p
title: Data for: THE EFFECT OF PRICE REGULATION ON ENERGY IMBALANCES: A DID DESIGN

description: Data and do files to replicate the tables and results of the paper - Regressions have been elaborated using the program Stata. - The main file that runs the results is named “do_file_replicate_tables.do”. - The data used in the paper are reported in the files named “dataset_EE_1.dta” (time-series), “dataset_EE_2.dta” (panel for DiD with TSOFE and market imbalance for the Macrozone South) and “dataset_EE_3.dta” (panel for DiD with TSOFE and market imbalance for the Macrozones South and North) - Code to generate results is organized in order to replicate the tables of the paper. The do file reports the number and the title of the tables reported in the manuscript HOW TO RUN / SETUP: 1. Save data (.dta) and do files (.do) in a folder in your pc (C:). 2. Open “do_file_replicate_tables.do” using the programme stata. 3. put your directory (main folder where all files are stored) in the do_file “do_file_replicate_tables.do” within the quotations marks (cd "C:") Notes: - Code is commented to run main analysis given cleaned data sets. - The directory of the pc where files are stored needs to be defined.
DOI: 10.60893/figshare.jpr.26038510.v1
title: All recommended data sets

description: All recommended data sets
DOI: 10.17632/dzvsh4x9z3
title: Расчеты для диссертации

description: Расчеты
DOI: 10.17632/pgkrc7wyj4
title: Lavandula angustifolia essential oil adulteration dataset

description: This dataset contains the raw files of GC analyses performed in the experiments: studies of adulteration of Lavandula angustifolia commercial samples (55 samples). GC-MS was performed for qualitative analysis. GC-FID analyses were performed in three variants: (1) on a type 5 column with internal standard- methyl octanoate - for quantitative purposes; (2) on a chiral column for studying the enantiomeric composition of main components, (3) on a wax column - according to Ph. Eur. monograph for a chromatographic profile of lavender essential oil. File names are self-explanatory: L01-L55 indicate sample number, A, B, C relate to analysis replicates.
DOI: 10.6084/m9.figshare.16866574.v1
title: Tumor stemness OLCR

description: training dataset with known stemness information used to train this algorithm
DOI: 10.17632/xnpbbdbf9y
title: Notas de clase: Gasto público en Colombia (2018-2022) preguntas y respuestas para un debate académico

description: El Presupúesto Público es una herramienta a través de la cual se puede dar cumplimiento a los programas de gobierno, los planes de desarrollo y así, impulsar y propiciar la satisfacción de necesidades básicas de la población y el desarrollo de los territorios. Esta herramienta esta orientada a la satisfacción de las necesidades de la población, la cual tiene el derecho a recibir de parte del Estado la prestación de servicios de su competencia, en contraprestación al “deber de dar” (pago de impuestos, cuidado de los bienes públicos, entre otros). 
El aumento del gasto público en Colombia desde 2018 hasta 2022 ha sido financiado mediante un mayor endeudamiento, una reducción de los subsidios y transferencias a las empresas estatales, y una mejora de la eficiencia y eficacia del gasto público. Sinembargo, el pronóstico del gasto público en Colombia para los próximos años es incierto, dependiendo de la evolución de la economía mundial, la implementación de las políticas de gasto público y la capacidad del gobierno en mejorar la eficiencia y eficacia para reducir el déficit fiscal. Lo anterior, se convierte en la antesala para que los estudiantes puedan indagar, reflexionar y opinar en el curso de Gestión Pública mediante estrategias didacticas y activas que fomente el pensamiento crítico.
DOI: 10.17632/ns8s8fbzf7
title: Dataset on the willingness to pay for the conservation of the endangered Red-crowned Crane in China

description: The rapid loss of global wetlands presents a challenge for global biodiversity conservation. Designating protected areas, including wetland nature reserves, has been a widely used approach to reducing species loss and habitat loss. Nevertheless, Conservation in wetland nature reserves is facing threats from agricultural and urban expansion, climate change, conflicts with local communities, and lack of funding. A good understanding on the public’s willingness to pay (WTP) for the environment or management alternatives is essential for economic justification of investing in conservation .However, little attention has been paid to the extent to which public’s attitudes toward conservation may affect WTP for protected endangered species. The data presented in this article are the outcome of a survey implemented in Beijing, 2014.This data consists of demographic, attitudinal and perception questions, and can be used to analyse how the respondents’ noneconomic motives such as conservation attitudes and economic motives such as family income affect their marginal WTP for conservation.