cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/9sxdykm8s4
title: Improving the Scopus and Aurora queries to identify research that supports the United Nations Sustainable Development Goals (SDGs) 2021

description: The United Nations Sustainable Development Goals (SDGs) challenge the global community to build a world where no one is left behind.

Since 2018, Elsevier have generated SDG search queries to help researchers and institutions track and demonstrate progress towards the targets of the United Nations Sustainable Development Goals (SDGs). At the end of 2018, Elsevier worked on 2 versions of the SDG queries. One version was created by the Elsevier Analytical Services group and another by the Science-Metrix group, who had recently become part of Elsevier. At that time Science-Metrix was creating queries for 5 of the 16 SDGs, as part of pro-bono work for UNESCO.

In 2020 inspired by the earlier queries, Elsevier, through its Science-Metrix group, used a new approach to mapping publications to the SDGs. Taking customer feedback into account, they significantly increased the number of search terms used to define each SDG. Those queries were then complemented by a machine learning model, which helped increase the recall by approximately 10%.

As a result, this year’s “Elsevier 2021 SDG mapping” captures on average twice as many articles as the 2020 version, while keeping precision above 80%. The mapping also has a better overlap with SDG queries from other independent projects. Times Higher Education (THE) are using the “Elsevier 2021 SDG mapping” as part of their 2021 Impact Rankings.

The documentation below describes the methods used and shares the queries. For each SDG, you can download the query as a text file, along with an html file that describes the methodology used to create the search query, plus additional information such as the most influential keyphrases and journals. It also breaks down the query into digestable chunks. A separate folder contains the methodology for the machine learning component, along with a sample of the top 100 keyphrases per SDG and a stratified sample of 8,000 EIDs that the model identified arcoss the SDGs.
DOI: 10.6084/m9.figshare.20488650.v4
title: Profile of respondents of Awareness and Intention to Register Halal Certification [version 2]

description: This data is about the profile of respondents coming from the West Java MSME Association. The respondents are consists of 137 micro and small food producers.
DOI: 10.17632/czf7f53xt5
title: Data for: The Ins and Outs of Involuntary Part-time Employment

description: Data of: The Ins and Outs of Involuntary Part-time Employment The content of each *_baseline MS Excel data file is as follows: time series of seasonally-adjusted stocks (normalized by the corresponding population size), and time-series of seasonally-adjusted transition probabilities, corrected for margin error and time aggregation bias. The content of each *_reclassified MS Excel data file is identical but transition probabilities are in addition adjusted for potentially spurious transitions. The data run from January 1976 through December 2019. Variable names: • F: Full-time employment. • V: Voluntary part-time employment. • I: Involuntary part-time employment. • S: Involuntary part-time employment, slack work. • C: Involuntary part-time employment, cannot find full-time job. • U: Unemployment. • N: Non-participation. • j_k: Transition probability from j to k. • Y: Year. • M: Month. Description of data files: • all_baseline.xls and all_reclassified.xls: time series for the working-age population. • men_baseline.xls and men_reclassified.xls: time series for working-age men. • women_baseline.xls and women_reclassified.xls: time series for working-age women.
DOI: 10.17632/k975xr6g9y
title: Dataset of gallic acid quantification and their antioxidant and anti-inflammatory activities of different solvent extractions from Kacip Fatimah (Labisia pumila Benth. & Hook. f.) leaves

description: This dataset provides a detailed analysis of gallic acid content, as well as the antioxidant and anti-inflammatory properties in Kacip Fatimah (Labisia pumila Benth. & Hook. f.) leaves, utilising various solvents.

In the file (Dataset of Gallic Acid, Antioxidant and Anti-inflammatory Activities of Labisia pumila):
Sheet 1: Gallic Acid
Sheet 2: Total Phenolic Content
Sheet 3: Antioxidant
Sheet 4: Anti-inflammatory
Sheet 5: Statistical Analysis
DOI: 10.17632/pzjs64b7dt
title: Study of Virulence Genes in Acintobacter baumannii Isolated from Pediatric Patients with Hospital Acquired Bacteremia

description: Study of Virulence Genes in Acintobacter baumannii Isolated from Pediatric Patients with Hospital Acquired Bacteremia- data of the patients
DOI: 10.6084/m9.figshare.7797371.v1
title: Dataset: Analisis Bibliometrik Berkala Ilmiah Names: Journal of Onomastics dan Peluang Riset Onomastik di Indonesia

description: Dataset ini merupakan dataset dari: Aribowo, E. K. (2019). Analisis Bibliometrik Berkala Ilmiah Names: Journal of Onomastics dan Peluang Riset Onomastik di Indonesia. <em>Aksara</em>, <em>31</em>(1), 91–111. doi: 10.29255/aksara.v31i1.373.91-111 [website][PDF][dataset]<br> Metadata diambil dari 1.235 artikel yang terbit di Names: Journal of Onomastics tahun 1953-2018 dari basis data Scopus. <br> Akses Scopus memanfaatkan akun yang disediakan oleh Universitas Gadjah Mada.
DOI: 10.17632/7dsm5mxkzv
title: BRP peptide detection in human CSF (mass spectrometry data)

description: Targeted metabolomics measurements were performed using an Agilent Q-TOF LC–MS instrument to verify that BRP is endogenously secreted at detectable levels in humans. We quantitated the m/z intensity of the endogenous peptide in human cerebrospinal fluid (CSF) relative to the synthesized peptide. The raw mass spectrometry (MS1 spectra) data are deposited as Agilent .d file for the synthesized peptide (BRP_amide.d) and the human CSF preparation (humanCSFprep.d). Quantification of BRP was done by manual integration (AUC) in Agilent Mass Hunter software and compared to a standard curve to estimate the CSF concentration. The data demonstrates the detection of endogenous amidated BRP in human CSF at 24 minutes at levels around 3 nM.
DOI: 10.6084/m9.figshare.27066979.v1
title: Data and code for High-Dimensional Mediation Analysis (HDMA) in diversity outbred mice

description: We used a novel method of high-dimensional mediation to infer a composite transcript that mediated the effect of genetics on metabolic traits in a genetically diverse population of mice maintained on a high-fat high-sugar diet to model diet-induced metabolic disease and obesity. We show that transcripts with high distal heritability contribute more to trait variability than transcripts with high local heritability. We also demonstrate the interpretability of the composite transcript and multiple applications for translation and hypothesis generation. Data for this analysis not available elsewhere, and the code to run the analysis are provided here.
DOI: 10.17632/nr8cptwgf8
title: Data for: Estimation of upper and lower bounds of Gini coefficient by fuzzy data

description: These data are related to the uncertainties in macroeconomic policies that affect the Gini coefficient.
DOI: 10.6084/m9.figshare.27018736.v1
title: Curie Surface and Lithospheric Thermal Structure in Mongolia-Baikal Area

description: In this paper, the modified centroid method is used to calculate the Curie depth .By integrating magnetic anomaly constraints with heat flow measurements, we have obtained a high-resolution lithospheric thermal structure for the Mongolia-Baikal region.
DOI: 10.17632/rbpm4pw24r
title: A Versatile Corpus for Intrinsic Plagiarism Detection, Text Reuse Analysis, and Author Clustering in Urdu

description: Plagiarism detection (PD) is a process of identifying instances where someone has presented another person's work or ideas as their own. Plagiarism detection is categorized into two types (i) Intrinsic plagiarism detection primarily concerns the assessment of authorship consistency within a single document, aiming to identify instances where portions of the text may have been copied or paraphrased from elsewhere within the same document. Author clustering, closely related to intrinsic plagiarism detection, involves grouping documents based on their stylistic and linguistic characteristics to identify common authors or sources within a given dataset. On the other hand, (ii) extrinsic plagiarism detection delves into the comparative analysis of a suspicious document against a set of external source documents, seeking instances of shared phrases, sentences, or paragraphs between them, which is often referred to as text reuse or verbatim copying. Detection of plagiarism from documents is a long-established task in the area of NLP with remarkable contributions in multiple applications. A lot of research has already been conducted in the English and other foreign languages but Urdu language needs a lot of attention especially in intrinsic plagiarism detection domain. The major reason is that Urdu is a low resource language and unfortunately there is no high-quality benchmark corpus available for intrinsic plagiarism detection in Urdu language. This study presents a high-quality benchmark Corpus comprising 10,872 documents. The corpus is structured into two granularity levels: sentence level and paragraph level. This dataset serves multifaceted purposes, facilitating intrinsic plagiarism detection, verbatim text reuse identification, and author clustering in the Urdu language. Also, it holds significance for natural language processing researchers and practitioners as it facilitates the development of specialized plagiarism detection models tailored to the Urdu language. These models can play a vital role in education and publishing by improving the accuracy of plagiarism detection, effectively addressing a gap and enhancing the overall ability to identify copied content in Urdu writing.
DOI: 10.17632/w7m28x23kw
title: Evolution of natural joints' mesoscopic break modes under shear tests: An acoustic emission investigation

description: This data includes direct shear tests data , AE monitoring data and damage photos.
DOI: 10.17632/3m5rghpx49
title: Database Article Life Journal - Balmos Ioan Alexandru

description: Database for Article pub;ished in Journal Life 2025 by Balmos Ioan Alexandru.
DOI: 10.17632/kgzwkjyxfc
title: Data for: Characterisation and analysis of transverse crack-induced delamination in cross-ply composite laminates under fatigue loadings

description: The file contains the entire set of experimental data obtained in the work: Characterisation and analysis of transverse crack-induced delamination in cross-ply composite laminates under fatigue loadings. The meaning of the symbols is reported in the same paper. Abstract of the work: The delamination growth represents one of the main phenomena involved in the fatigue damage evolution in composite laminates. With the aim of characterising qualitatively and quantitatively this mechanism and its interaction with the other damage modes occurring during the fatigue life, an experimental campaign was carried out on glass/epoxy infused laminates. Two lay-ups were adopted, namely [02/904]s and [0/902]s. The damage evolution was characterised at the macro and micro-scales. The adopted macro-scale damage indicators were the laminate stiffness drop, the crack density and the delamination ratio, of which the evolution along with the fatigue cycles is shown. Damage evolution and final failure were seen to be sensitive to scale effect. Micro-scale edge observations were useful to understand the interaction between transverse cracks, delamination and fibre failure, all these mechanisms concurring in the laminate final failure.
DOI: 10.17632/m4s8vkd8c5
title: Data from uniaxial compressive testing of laboratory-made granular ice 

description: Uniaxial compressive tests of laboratory-made granular ice were conducted in a cold room in the ductile and brittle strain rate range at -10.83°C ±0.74°C. Ice specimens with a length to diameter ratio of 2.5 showing brittle behavior failed by axial splitting. With the Instron Labtronic 8800, the operator controlled the tests at a frequency of 4,000 Hz. The data acquisition rate was 25,000 Hz, and for faster experiments, 100,000 Hz. The operator controlled on a random basis the hydraulic cylinder by either the cylinder displacement or the specimen displacement to investigate the influence of the testing stiffness, among other testing properties, on the compressive strength of ice. The aim of the investigations was also to show the influence of high strain rates (brittle behavior) on the compressive strength of ice. Increasing as well as constant and decreasing compression strength trends with increasing strain rates could be shown in the past. The data presented here show a lower compressive strength at strain rates higher than 4*10-3 s-1. The data consist of the time history of the specimen and cylinder displacement measurement (in mm), and the force measurement (in kN). The data is available as a separate .xlsx file for each test performed. In total, 123 tests were performed. The file labeling consists of the testing date, the test number within the test series, the set test velocity (in mm/s) and the type of cylinder control. For the cylinder displacement controlled test, the label ends with ‘CDC’ and for the specimen displacement controlled tests, the label ends with ‘SDC’. However, if the test was performed with a 10 mm gap, the label ends with a ‘g’. The abbreviations are separated with an underscore.
The data provided here can be used to validate ice-material models or for ice-testing databases for machine learning purposes.
DOI: 10.17632/vmg3s67568
title: Data for ERA5 radiative kernels

description: This dataset provides multi-year averaged monthly mean radiative kernels based on ERA5 reanalysis dataset. For more instructions on how to use it, please refer to instructions.txt below.
Files in other_kernel directory are other kernels used in the article interpolated to the same resolution of ERA5 kernels

Please refer to the article,
Huang, H. and Huang, Y.: Radiative sensitivity quantified by a new set of radiation flux kernels based on the ERA5 reanalysis, Earth Syst. Sci. Data.
DOI: 10.6084/m9.figshare.4909301.v1
title: RNA-seq raw data of PS-C_1_1

description: File 1 of RNA-seq raw data of C48-2 biological replicate 1 spikelets at pollen
mother cell stage. Paired-end sequencing strategy was applied on the Illumina
HiSeq 4000 sequencing platform.
DOI: 10.17632/52jy55hkgk
title: PATTERNS OF INCIDENTAL PERINEURAL INVASION AND PROGNOSIS IN CUTANEOUS SQUAMOUS CELL CARCINOMA: A MULTICENTER, RETROSPECTIVE COHORT STUDY

description: Supplementary material. A. Conde-Ferreirós(*), L.A. Corchete (*), A. Jaka , Á. Santos-Briz,, MªJosé Fuente, R. Posada, Laura Pons, S. Podlipnik, R. M. Pujol, C. Román-Curto, A. Toll, J. Cañueto. PATTERNS OF INCIDENTAL PERINEURAL INVASION AND PROGNOSIS IN CUTANEOUS SQUAMOUS CELL CARCINOMA: A MULTICENTER, RETROSPECTIVE COHORT STUDY.
DOI: 10.17632/zpzpnpx9xg
title: Code Book for data in “Lights, Policy, Action: Navigating the Dutch Policy Instrument Mix Interactions with Community Energy Initiatives

description: This is the coding guidelines for the research paper “Lights, Policy, Action: Navigating the Dutch Policy Instrument Mix Interactions with Community Energy Initiatives
DOI: 10.17632/47y7rwc2yg
title: Vibration Displacement Dataset of Rotors under Various Operational Conditions: High-speed Camera Video Data and Eddy current displacement sensor data

description: The experimental study involved measuring the vibration of a rotor under multiple operational conditions. The experiment was carried out on the single-disk, dual-span rotor test rig with the positioning of four sensors. Data were recorded using four eddy current displacement sensors, capturing voltage signals that correspond to displacement with a conversion factor determined by a sensitivity of 10V/mm. The sensors were set to sample at a rate of 1000 samples per second. In conjunction with the sensors, a Phantom high-speed camera equipped with a Nikon optical lens was used to record the rotor during operation, with a sampling rate set to 500 frames per second and a resolution of 1280 x 800. The experimental data were collected under three different unbalanced masses, with set rotational speeds of 1000,2000, and 3000 rpm for steady-state conditions, as well as ramp-up experiments where the rotor was accelerated from rest to 3000 rpm over intervals of 4 seconds and 6 seconds, under the same three unbalanced mass conditions.

This supplementary dataset includes:
- Eddy current sensor data capturing the vibration of the rotor under various conditions.
- Original high-speed video recordings of the rotor in operation under various conditions.
- Model data of the experimental rotor rig, detailing its setup and configuration.

Naming Convention and File Descriptions 
- Unb1, Unb2, Unb3: Indicate the three different unbalance masses tested.
- 1000rpm, 2000rpm, 3000rpm: Specify the constant rotational speeds at which the experiments were conducted.
- 4s, 6s: Denote the time intervals for the rotor to accelerate from rest to 3000 rpm.
- 4s-Unb1.csv, 6s-Unb1.csv: Acceleration data for Unbalance Condition 1 over 4s and 6s periods.
- 4s-Unb2.csv, 6s-Unb2.csv: Acceleration data for Unbalance Condition 2 over 4s and 6s periods.
- 4s-Unb3.csv, 6s-Unb3.csv: Acceleration data for Unbalance Condition 3 over 4s and 6s periods.
- 1000rpm-Unb1.csv, 1000rpm-Unb2.csv, 1000rpm-Unb3.csv: Steady-state data at 1000 rpm for Unbalance Conditions 1,2, and 3.
- 2000rpm-Unb1.csv, 2000rpm-Unb2.csv, 2000rpm-Unb3.csv: Steady-state data at 2000 rpm for Unbalance Conditions 1,2, and 3.
- 3000rpm-Unb1.csv, 3000rpm-Unb2.csv, 3000rpm-Unb3.csv: Steady-state data at 3000 rpm for Unbalance Conditions 1,2, and 3.
The raw video files correspond to the sensor data files, i.e. videos taken from experiments conducted under the same rotor operating conditions. The video files corresponding to the operating conditions have the same name and the extension .avi. For detailed dimensions and structure of test rig, please refer to the three-dimensional model provided with the dataset. We offer the model in both STP and X_T formats for compatibility and convenience.

For a more comprehensive understanding on the proper usage of this data, please see the 'README.md' in the data set.
DOI: 10.17632/78ht3pjsr4
title: Data for: Rock fragment image segmentation combining CNN and watershed algorithm
DOI: 10.17632/84sk2v5dx4
title: Data for: Risk of Ipsilateral Deep Vein Thromnbosis after use of AngioSeal closure device in Aneurysmal Subarachnoid Hemorrhage Patients

description: Dataset including retrospective data for subarachnoid hemorrhage patients at a single institution
DOI: 10.17632/y5x89mfch4
title: Supplemental tables: Increased incidence of thyroid, renal, lung, melanoma, bladder, and prostate cancers after diagnosis of primary cutaneous B-cell lymphoma: A SEER database analysis

description: We investigated the risks of PCBCL patients developing subsequent cancers distinct from PCBCL, defined as second primary malignancies (SPMs), and stratified the risks based on sex, age, latency, stage, and treatment. This dataset contains demographic information for PCBCL patients who developed SPMs (table 1). Table 2 elucidates the risks of developing the 15 most common solid tumors, stratified by sex. Thyroid, renal, lung, melanoma, bladder, and prostate cancer carried significantly increased risks. Table 3 stratifies SPM risk based on prior treatment history. Prior radiation was associated with an increased risk of prostate cancer and chemotherapy was associated with an increased risk of lung cancer. Table 4 provides evidence that most of these SPMs were diagnosed at early stages. Table 5 provides signs, symptoms, and screening guidelines for the six second malignancies found to develop at increased rates after primary cutaneous B-cell lymphoma. This table can be used by providers to augment PCBCL patient education and guide specialist referral if necessary.
DOI: 10.17632/3pvnnckxyb
title: UAlpha40: A Comprehensive Dataset of Urdu alphabets for Pakistan Sign Language

description: Hearing and speech impaired people use sign language to express their thoughts and feelings affectively to the society. This community has created it's own sign language to fill the void, which also defines their culture. This dataset is one of it's kind, as comprises of 36 static signs in JPG format and 4 dynamic signs in MP4 video format that can be trained to build highly robust model for real time detection bridging the gap. This dataset can be fully utilized to it's potential to classify sign language, words, concept of finger spelling and sentence generation.
DOI: 10.17632/vxtwysdsjw
title: MUTFER2024
DOI: 10.17632/3x3bzfdmbs
title: Data for: Confirmatory factor analysis of the Barratt Impulsiveness Scale–short form (BIS–15) in patients with mental disorders

description: These are the data for the article "Confirmatory factor analysis of the Barratt Impulsiveness Scale–short form (BIS–15) in patients with mental disorders".
DOI: 10.17632/xhp5r3v6zp
title: INTEGRATED REPORTING QUALITY: THE INTERACTION OF BOARD ATTRIBUTES AND POLITICAL CONNECTIONS

description: This research examines the influence of board attributes—female directors, board size, and independent commissioners—on the quality of integrated reporting in non-cyclical consumer goods companies listed on the Indonesia Stock Exchange (IDX) from 2019 to 2022. It also investigates how political connections moderate these effects. The data, meticulously collected from annual reports, includes variables such as the presence and proportion of female directors, board size, independent commissioners, and earnings quality measures, alongside political connection data. Key findings indicate that the size of the board of commissioners significantly affects integrated reporting quality, whereas female directors and independent commissioners do not have significant direct effects. However, in politically connected companies, both female directors and board size exert a stronger influence on integrated reporting quality. This dataset is invaluable for researchers and practitioners focused on corporate governance and integrated reporting. It provides a foundation for replicating the study, extending research with additional variables or a broader sample, and informing policy reforms to enhance integrated reporting practices. By understanding the presented dynamics, stakeholders can better appreciate the factors contributing to high-quality integrated reporting and the role of political connections in shaping these outcomes. The data supports a nuanced understanding of how board composition and political ties impact corporate transparency and reporting standards, offering insights for improving governance practices in the corporate sector.
DOI: 10.17632/67jppncbf3
title: Hydrogen Environmentally Assisted Cracking during Static Loading of AA7075 and AA7449

description: Data used in the investigation of Hydrogen Environmentally Assisted Cracking (HEAC)
DOI: 10.17632/ksv3hcy6b6
title: Patients' Experiences, Satisfaction and Quality of Life With Physiotherapy Follow-Up after Total Knee Arthroplasty: A Phenemenological Study

description: Total Knee Arthroplasty (TKA) is widely used to manage end-stage knee osteoarthritis, typically improving pain and function. However, in low- and middle-income countries (LMICs), many patients continue to report dissatisfaction due to various contextual challenges. This study explored the postoperative experiences of patients following physiotherapy using a phenomenological qualitative approach. Interviews conducted at one and three months post-surgery revealed four key themes: pain and recovery, functional ability, satisfaction with care, and psychological impact. While early recovery was often viewed positively, many patients reported increased discomfort and reduced satisfaction by the third month. Cultural norms, home environments, and psychosocial support significantly influenced recovery perceptions and outcomes.