cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/b96pxy8p9k
title: Palaeoenvironmental and stratigraphic reconstruction of the Lower-Middle Eocene Foraminiferal Limestone of Pag Island (Croatia) - Raw Data

description: This dataset contains the raw data resulting from the quantitative analysis of the benthic foraminifera association and the skeletal assemblage within the lower to middle Eocene carbonate succession exposed at the Island of Pag (Croatia). The aim of this work is to provide the palaeoenvironmental, palaeobathymetric, and stratigraphic reconstructions and clarify the dynamics of the carbonate factories in the Dinaric Foreland Basin. More than 100 samples have been collected within the Foraminiferal Limestone and the overlying Transitional beds units. Quantitative analysis takes into account both large benthic (LBF) and small benthic (SBF) foraminifera. Based on the analysed LBF and nannofossil associations, the Foraminiferal Limestone has been dated to the early Eocene (Ypresian) and the Middle Eocene (late Lutetian/early Bartonian). Thanks to the analysis of the skeletal assemblage and the foraminiferal assemblage, and multivariate statistics, it was possible to identify seven main biofacies within the Foraminiferal Limestone and one biofacies within the Transitional Beds. The porcelaneous and agglutinated benthic foraminifera biofacies (BF1) indicates a well-illuminated, oligotrophic to mesotrophic, shallow-water, lagoonal environment. The hyaline SBF and encrusting benthic foraminifera biofacies (BF2) developed in a shallow water, inner-ramp environment, and is related to a vegetated seafloor. The nummulitid biofacies (BF3) indicates a moderately high energy, shallow water environment, whereas the comminuted bioclasts and nummulitid biofacies (BF4) indicates a low-energy, shallow water environment, both deposited in inner-to-middle ramp settings. The nummulitid and orthophragminid biofacies (BF5) indicates a moderate energy environment, deposited in middle ramp settings. The nummulitid and serpulid biofacies (BF6) consists of transported material from the inner ramp deposited in middle ramps settings. The orthophragminid and nummulitid biofacies (BF7) indicates a below-wave base, outer shelf setting and the planktic foraminifera biofacies (BF8), which is recorded in the Transitional Beds, deposited in hemipelagic environment, indicating the final drowning of the carbonate ramp. Based on the foraminiferal counting, quantitative parameters such as the orthophragminids/nummulitids ratio (O/N), the planktic/benthic foraminifera ratio (P/B), and the hyaline/porcelaneous foraminifera ratio (H/P) were calculated, indicating that the succession formed along a distally steepened ramp profile, with a progressively deepening of the depositional environment. Quantification serves as a crucial instrument for precise and reliable palaeoenvironmental reconstruction, playing a pivotal role in comparing diverse successions.
DOI: 10.17632/jdpc5658nh
title: Textual Foundations of Justice: Kazakhstani laws and jurisprudence dataset

description: This dataset contains all current laws of Kazakhstan Republic by 01.04.2024 in russian and kazakh languages. The dataset is good for legal QA model training. All documents are in txt format. Dataset does not contain duplicate or documents with the same name.
DOI: 10.17632/k57cf337r9
title: All DATA related to Sentiment and Analysis and Topic Modelling on YouTube Comments

description: This data set consists of YouTube comments on keywords "Rural Destinations; Visiting Village; Rural Lifestyle; Trip to Village and Mera gaon mera desh" 
The Sorted and Unsorted list of videos based on mentioned keywords
DOI: 10.17632/sf2syshwj3
title: Published Journal of Studies in Islam and Psychology; No. 27

description: The journal is set to publish original articles on a wide range of issues including;

 The philosophy of psychology with a critical outlook from the perspective of Islam;
 The uses of psychology in the service of the Islamic society and its needs;
 The formation of psychology in the Islamic society;
 Psychological analysis of Islamic concepts in areas such as:
 1. Anthropology, such as: banned, impatience, hasty, captious, pious, faithful;
 2. Belief, such as: God, resurrection, Imamate, intercession, Paradise, Hell and ...;
 3. Value, such as: repentance, trust, self-esteem, mental relaxation, grief, fear;
 4. Practical instructions of Islam, such as: qisas (retaliation), prayers, inheritance, hajj, khums (one fifth);
 Study of psychological findings from Islamic perspective in terms of critique, confirmation and completion, alternative presentation, presentation of new theory;
DOI: 10.6084/m9.figshare.26431984.v5
title: Thirst-driven hygrosensory suppression promotes water seeking in <i>Drosophila</i>

description: Supplementary info
DOI: 10.6084/m9.figshare.4515752.v3
title: Nanopore sequencing fasta files

description: Sequencing data in FASTA format using Oxford Nanopore MinION
DOI: 10.17632/5hcdd3tdvb
title: Ball Bearing Vibration, and Temperature Run-to-Failure Dataset

description: This data includes vibration data according to the time from when the bearing is normal to when it is failed.

The bearing was rotated at a constant speed of 1770 RPM ~ 1780 RPM until bearing failure (operated for 5 minutes, and operated for 15 minutes with rest). The accelerated bearing life test was terminated when the bearing temperature exceeded 85 °C (Celsius) and the vibration value exceeded 9 m/s^2.

For the accelerated life test, an axial load of 300 kg (2.94 kN) and a vertical load of 600 kg (5.88 kN) were applied to the ball bearing.

Due to capacity issues, data were extracted and published at hourly intervals.


* Descriptions of the dataset
- Data files are organized in hourly intervals (129 CSV files in "Vibration_Bearing_RuntoFailure.zip").
- Each data file consists of 4 columns ("vibration (x-axis)", "vibration (y-axis)", "temperature (bearing)", "temperature (Atmospheric)").
- Vibration data are acquired at a sampling rate of 25.6 kHz, and the data length is 78.125 seconds (vibration sensor model: PCB 352C34).
- Temperature data are acquired at a sampling rate of 25.6 kHz, and the data length is 78.125 seconds (temperature sensor model: Thermocouple K-Type).

* Details about the experiment
Operating period: 2022.06.20 17:00 ~ 2022.06.26 01:00 (128 hours)
Rotating speed: 1770 RPM ~ 1780 RPM
Axial load of 300 kg: (2.94 kN) 
Vertical load of 600 kg: (5.88 kN)

* Ball Bearing specifications
Model: NSK 6205 Ball Bearing (steel-sealing)
Inside diameter: 25mm
Outside diameter: 52 mm
Width: 15 mm
Cage type: Steel
Maximum Rotational Speed: 13000 RPM
Basic dynamic load rating: 1509 kg (14.8 kN)
Basic static load rating: 795 kg (7.8 kN)

For more information, please check it via 'Data in Brief'.
site: https://www.sciencedirect.com/journal/data-in-brief
title: Vibration, and Temperature Run-to-Failure Dataset of Ball Bearing for Prognostics
DOI: 10.17632/99bn3x4yzb
title: [Dataset] Advanced biopolymer scaffolds: Physiochemical features of Chondracanthus exasperatus-functionalized copper oxide-starch nanocomposites

description: This dataset provides a detailed physicochemical evaluation of starch-based biopolymer scaffolds reinforced with copper oxide nanoparticles (CuO NPs) synthesized using Chondracanthus exasperatus, a red macroalga, as a green reducing and stabilizing agent. UV-visible spectroscopy (UV-Vis) confirms CuO NP formation through characteristic absorption peaks, while Fourier-transform infrared spectroscopy (FT-IR) identifies bioactive algal compounds (e.g., carrageenans, sulfated polysaccharides) involved in nanoparticle synthesis and stabilization, alongside molecular interactions (e.g., hydrogen bonding) between starch matrices and CuO NPs. X-ray diffraction (XRD) validates the crystalline structure and phase purity of the nanoparticles, and scanning electron microscopy (SEM) reveals the scaffold’s porous architecture, surface morphology, and uniform dispersion of CuO NPs. Thermal gravimetric analysis (TGA) assesses thermal stability, demonstrating enhanced degradation resistance due to nanoparticle reinforcement, while dynamic light scattering (DLS) quantifies hydrodynamic size, polydispersity, and colloidal stability of the NPs, critical for biocompatibility.
The study highlights how Chondracanthus exasperatus extract enables eco-friendly CuO NP synthesis while improving scaffold functionality, including mechanical durability, thermal resilience, and controlled biodegradation. These nanocomposites exhibit potential for advanced biomedical applications, such as tissue engineering matrices, antimicrobial coatings, or eco-conscious packaging, where sustainability and performance are prioritized. By integrating algal-mediated green synthesis with advanced analytical techniques, this dataset bridges marine bioresource utilization with material innovation, offering a template for designing low-toxicity, high-efficiency nanohybrid systems. Researchers can leverage these insights to optimize algal extraction protocols, tailor scaffold porosity and crystallinity, and validate eco-friendly strategies for scalable nanomaterial production. The work underscores the synergy between biopolymer science and green nanotechnology, advancing circular economy principles in the development of next-generation biomaterials.
DOI: 10.17632/nn4vnvgg7t
title: Investigating the applicability of polyphenylene sulfide composite additive manufacturing in marine applications: case study on long-term mechanical properties subjected to high-temperature aging

description: The dataset provided here is associated with the manuscript 'Investigating the applicability of polyphenylene sulfide composite additive manufacturing in marine applications: case study on long-term mechanical properties subjected to high-temperature aging'.

For more information, please email us at zhaogui_wang@dlmu.edu.cn. Thank you.
DOI: 10.17632/gv7yy9mmwj
title: PyFrac: A planar 3D hydraulic fracture simulator

description: Fluid driven fractures propagate in the upper earth crust either naturally or in response to engineered fluid injections. The quantitative prediction of their evolution is critical in order to better understand their dynamics as well as to optimize their creation. We present an open-source Python implementation of a hydraulic fracture growth simulator based on the implicit level set algorithm originally developed by Peirce & Detournay (2008). This algorithm couples a finite discretization of the fracture with the use of the near tip asymptotic solutions of a steadily propagating semi-infinite hydraulic fracture. This allows to resolve the multi-scale processes governing hydraulic fracture propagation accurately, even on relatively coarse meshes. We present an overview of the mathematical formulation, the numerical scheme and the details of our implementation. A series of problems including a radial hydraulic fracture verification test, the propagation of a height contained hydraulic fracture, the lateral spreading of a magmatic dyke and an example of fracture closure are presented to demonstrate the capabilities, accuracy and robustness of the implemented algorithm.
DOI: 10.17632/nvykn26cy6
title: Dataset empowering leadership and innovative work behavior of SME employees

description: The current dataset is the results of a survey of 244 employees of small and medium enterprises (SMEs) to investigate the relationship between empowering leadership and innovative behavior both directly and indirectly through psychological well-being and psychological capital as mediators by using partial least square structural equation modeling (PLS-SEM). The current dataset includes raw data, PLS-SEM results, measurement model results, and structural model results. The current dataset has four variables, namely: empowering leadership, psychological well-being, psychological capital, and innovative work behavior.
DOI: 10.17632/45g49shf4v
title: Mental health in India metro cities: Longitudinal data

description: The data used in the study was collected from a randomly selected sample of mobile phone users in the six Class 1 metropolises of India— Bengaluru, Chennai, Delhi, Kolkata, Mumbai and Hyderabad. These cities had seen a high number of active cases (22.30% of all cases), and deaths due to COVID-19 (37.99% of all cases), and the shortage of medical facilities. Respondents were residents of the city, aged between 21 and 60 years—randomly selected from a list of mobile telephone users. The survey was undertaken during the months of August and September 2020 (when the lockdown had ended, but COVID cases and deaths were rising rapidly) and then resurveyed again in July-August 2021 (after the second wave had ended). These periods are referred to as T1 and T2, respectively. Out of the original 1275 respondents, 994 could be contacted again. In the remaining cases, the mobile phones were either switched off or not reachable. 

The survey was administered using the abridged shorter version of the DASS questionnaire, DASS-21 (Lovibond & Lovibond, 1995). The raw scores were used to create z-scores, which were then recoded into five categories (normal, mild, moderate, severe and extremely severe) following the methodology suggested by Lovibond and Lovibond (1995).
DOI: 10.17632/h3zjkp8698
title: Moving Average Differences (MAD) Boundary Analysis Method

description: This dataset contains a single Matlab script and two testing data files in DAT format. The script (madb.m) carries out Moving Average Differences (MAD) boundary analysis method we have recently been studying on. The detailed information about the usage of the script is explained within the code as comments. The two data files contain artificial Bouguer gravity anomalies from two different buried block models in gridded ASCII format. The "slabs.dat" has an anomaly created from two ramps next to each other, and the "sixprisms.dat" contains six prisms that have various sizes and depths. The data can be loaded into Matlab using "load" command and is ready to be used with the "madb.m" function.
DOI: 10.17632/k55rb6zk3v
title: Demographics of Upper-Middle Class Citizens in Gachibowli, Hyderabad, India

description: This dataset is one which highlights the demographics of Upper-Middle Class people living in Gachibowli, Hyderabad, India and attempts to, through various methods of statistical analysis, establish a relationship between several of these demographic details.
DOI: 10.17632/n9p7xkp3vc
title: Dataset on trace elements and legacy and emerging organic contaminants concentrations in sediments cores in L’Albufera Natural Park (Valencia, East of Spain): Association with “in-deep” sediment characteristics and risk assessment to the aquatic biota.

description: The dataset presents information on the vertical distribution of contaminants, covering legacy heavy metals, emerging contaminants like pharmaceuticals, personal care products, and pesticides, as well as persistent organic pollutants in sediment cores from two areas (North and South) of L'Albufera lake. It includes 14C-data for organic matter and seashells, along with physico-chemical analyses of sediment characteristics at various depth levels. Additionally, an ecological risk assessment is conducted to determine potential toxicity in the surface sediment layers.
DOI: 10.6084/m9.figshare.12420785.v1
title: Extended Data Figure 9.xlsx

description: Extended Data Figure 9.xlsx
DOI: 10.6084/m9.figshare.29143370.v1
title: Test Antibiotics drugs.xlsx

description: Test Antibiotics drugs
DOI: 10.17632/b9jytrwrd7
title: Ergonomic assembly line balancing with fuzzy goal programming: A real-life application

description: Supplementary files for the study of "Ergonomic assembly line balancing with fuzzy goal programming: A real-life application". The file Sup. File 1 contains processing times of the tasks and Sup. File 2 displays ergonomic measurements of these tasks.
DOI: 10.17632/ws8mxsd46p
title: X5 Retail Group with RE model

description: This DCF includes forecasting of X5 Retail Group's FCFF up to 2030 with renewable energy technologies. Also, calculated Enterprise Value, Equity Value and target share price.
DOI: 10.6084/m9.figshare.25203008.v1
title: LA P-V JAP Supplemental Tables 11-FEB-2024.docx

description: <b>Table S1. Sex-disaggregated participant characteristics at supine rest.</b><b>Table S2. Sex-based comparisons for main endpoints in a semi-upright position.</b>
DOI: 10.6084/m9.figshare.26965384.v4
title: An Educational Knowledge Graph Question Answering Dataset with Cognitive Expressions and Language Styles

description: Educational question answering is vital for online education, with Educational Knowledge Graph Question Answering (EKGQA) focusing on leveraging knowledge bases to answer questions. However, the lack of real Chinese annotated datasets hampers EKGQA's progress. Current datasets often feature direct questions, but actual educational questions reflect varied cognitive expressions and language styles due to differing experiences and backgrounds. To address this, in this paper, we propose to benchmark such challenges for EKGQA by establishing a more realistic dataset EDUCEQ. It contains 236.3k questions in 12 categories. Compared with existing datasets, EDUCEQ features two more authentic features - diverse cognitive expressions and various language styles.Additionally, we have evaluated various categories using the EDUCEQ dataset and developed a robust baseline EKGQA method that establishes competitive benchmarks for future research.The EDUCEQ is the first to portray a more realistic view of educational phenomena from a cognitive and computational linguistics perspective, which is beneficial to educational knowledge graph question answering and also the online education field in general.
DOI: 10.6084/m9.figshare.7667060.v1
title: Supplementary Material for: Yield of Screening Tests for Systemic Vasculitis in Young Adults with Ischemic Stroke

description: Systemic vasculitis, which can involve the brain, may be one of the causes of stroke in young adults; therefore, a test panel for systemic vasculitis is considered for some young stroke patients. However, little is known about this test’s yield as a screening test in young adults with ischemic stroke. We evaluated the yield of a panel for systemic vasculitis as a screening test in young patients with ischemic stroke. Consecutive patients aged 18–45 years with ischemic stroke between January 2010 and December 2017 were included. They all underwent screening tests for systemic vasculitis including rheumatoid factor, antinuclear antibody, antineutrophil cytoplasmic antibodies, anticardiolipin antibody, lupus anticoagulant, antiphospholipid antibody, anti-DNA antibody, and anti-Ro/SSA and La/SSB antibodies. Among 3,593 consecutive patients with acute ischemic stroke during the study period, 198 (5.5%) were aged 18–45 years. Only 4 patients (2.0%) were diagnosed with systemic vasculitis; 2 had systemic lupus erythematosus, 1 had Sjogren’s syndrome, and 1 had Churg-Strauss syndrome. Vasculitis panel screening in every young ischemic stroke patient does not yield great results unless a vasculitic process is highly suspected based on other systemic symptoms or signs of vasculitis. Screening should be targeted toward persons with clinical suspicion.
DOI: 10.17632/8srg8z6dm2
title: Datasets for Engineering Optimization

description: Datasets are used for evaluating the effecitiveness of method related to group technology
DOI: 10.17632/dj4sb8h3c3
title: N6-Methyladenosine enhances the translation of ENO1 to promote the progression of bladder cancer by inhibiting PCNA ubiquitination

description: RNA methylation is involved in the regulation of cell response and cell fate, and is closely related to the development of tumors. To identify the potential roles of the mRNA m6A modification in human bladder cancer, we analyzed the profile the landscape of the mRNA m6A modification in 3 bladder cancer tissues and the corresponding non-cancerous tissues. We compare the difference in RNA m6A methylation between bladder cancer tissues and adjacent normal control tissues using MeRIP-seq. The data was shown in “MeRIP_RNA_result”. Moreover, Label-free quantitative proteomics was used to identify differentially expressed proteins in bladder cancer tissues. The data was shown in “Proteomic_data”.
DOI: 10.17632/vcw6ypphmp
title: Dataset on suicide time-series structural change analysis in Portugal (1913-2018)

description: We present 10 tables with different, related data. Table 1 is the result of an extensive narrative literature review depicting published national secular suicide trends extending by at least a century. Table 2 pinpoints all reforms in the statistical national system by year, period and political regimen since 1886. In Table 3, we relate different consecutive versions of international classification of diseases and causes of death, by year of international approval and periodic implementation in the national statistical system, also by period of political regimen, depicting periods when different data was made accessible (sex, age), when categories of causes of external death begun to be collected (total external, suicide, accidents, undetermined), and types of dates were apt to be estimated (eg., crude death rates, age-standardised death rates, age-specific death rates); Table 3 also shows a cumulative index of years and attributes bibliographic primary sources for each line of data since 1886. Table 4 presents economic cycles – recession, stagnation, expansion –, in Portugal, by year, political regimen, with indicated sources, since 1886. Tables 5 to 9 present yearly raw numbers, crude death rates of suicide, accidents, and undetermined deaths, by sex, since 1886 for suicide and 1971 for accidents and undetermined deaths; and age-standardised death rates for the population aged more than 15 years old, by sex, since 1913 for suicide, and 1971 both for accidents and undetermined deaths. Table 10 lists the reference sources for mortality primary data and nosology changes by yearly periods. Finally, Figures shows structural changes and breakpoints, from 1913-2018, by sex and group of cause of death, taking general mortality as a gold standard.
DOI: 10.17632/dkpbzvtz3b
title: X-ray spectrometer simulation code with a detailed support of mosaic crystals

description: We present a newly developed ray tracing code called mmpxrt, dedicated to study and design X-ray crystal optics, with a special focus on mosaic crystal spectrometers. Its main advantage over other currently available ray tracing codes is that it includes a detailed and benchmarked algorithm to treat mosaic crystals, especially HOPG and HAPG (Highly Oriented/Annealed Pyrolitic Graphite). The code is primarily designed to study crystal spectrometers, therefore their implementation is very straightforward and includes the automated evaluation of their performance. It can, however, be used universally to study other Bragg crystal based instruments, such as monochromators, mirrors, and analyzers. The code is publicly available, written in Python3 and is distributed as a Python library with test cases and user manual included.
DOI: 10.17632/sspkrysn6s
title: Survey on the Effect of COVID-19 on Household Consumption and Savings

description: Survey on the Effect of COVID-19 on Household Consumption and Savings