cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/3mnjw5hjkh
title: Arabic news and public opinion dataset from YouTube

description: • The dataset contains 19,404,395 public comments and replies from 70,000 video news published from 20 renowned Arabic news YouTube channels. Each channel contributes 3,500 video news segments. It includes 10 properties of news that include video URL, ID, title, likes, views, date of publishing, hashtags, description, number of comments, and comments details which include comment time, comment, likes in the comment, and reply count, providing a comprehensive corpus for analysis.
• The data is organized in a standardized Excel format, making it easy to access and analyze. The data is organized in a standardized Excel format, making it easy to access and analyze. It includes 10 columns and 3500 records. 
• The final curated datasets are saved in 20 primary folders; each news channel has a separate folder. This folder contains two files, a data file in Arabic and a file translated into English. This file contains raw data, which includes include the video URL, ID, title, likes, views, date of publishing, hashtags, description, number of comments, and comments details which include comment time, comment, likes in the comment, and reply count.
DOI: 10.17632/cnzy8jyjdj
title: New insights to Pollution and Carbon Reduction Effects of China Pilot Carbon markets: Perspectives on Technological Progress and Corporate Disincentives

description: Panel data from 271 prefecture-level cities in China (excluding Tibet and Xinjiang owing to data availability) from 2006 to 2021 were utilized to empirically examine the effects of the pilot carbon market on pollution and carbon reduction. The sample encompasses both pilot and non-pilot areas to investigate how the carbon market influences the relative number of enterprises in pilot cities. The study period concludes in 2021 due to the launch of China's national unified carbon market in July 2021. 

green technological innovation (Green), industrial structure upgrading (Ind), energy structure (Energy), and the relative number of enterprises (Firm) were selected as mediating variables. Green technological innovation is measured using the logarithmic value of green invention patent authorization. Industrial structure upgrading is quantified by the ratio of tertiary industry added value to secondary industry added value. The energy structure is quantified by the ratio of standard coal from the total electricity consumption and LPG gas supply to the total tons of standard coal in the whole society. The change in the relative number of firms is measured by the mean value of the number of firms. The detailed calculations are as follows:.
"Firm=" "x_it" /"μ" 
"x_it" denotes the number of above-scale industrial enterprises in city i in year t. μ represents the mean value of the number of above-scale industrial enterprises across all cities from 2006 to 2021, indicating the city's number of enterprises relative to the national average.
Gdp: Logarithmic value of GDP
Fin: Ratio of loan balance of financial institutions to regional GDP at the end of the year
Struc: Ratio of secondary and tertiary sector output to GDP
Sci_edu: Logarithm of the ratio of education and science and technology expenditures to general government expenditures
Fdi: ratio of actual utilization of foreign capital to regional GDP.
The environmental pollution index comprises three indicators: sulfur dioxide, PM2.5, and Industrial fumes and dust emission. The improved entropy weight TOPSIS method is employed to construct a comprehensive environmental pollution index.
DOI: 10.21233/434g-9x39
title: B9534 pollen surface sample dataset

description: Raw data for the B9534 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.17632/sbfh4csjw2
title: Data for: Arterial vs venous lactate: Correlation and predictive value of mortality of patients with sepsis during early resuscitation phase

description: SPSS database
DOI: 10.17632/nhzxgw23m4
title: PRESS - AMPAR

description: Glutamate mediates fast excitatory neurotransmission through α-amino-3-hydroxy-5-methyl-4-isoxazole propionic acid (AMPA)-type glutamate receptors in the central nervous system. Although it is well known that the glutamate affinity for AMPA receptors is submicromolar, ligand-dependent currents are observed only at submillimolar glutamate concentrations, suggesting a non-equilibrium mechanism of dose-dependent signaling. Here, we developed a mathematical model that leverages published reaction rates to demonstrate that AMPA receptors operate within a pre-equilibrium sensing and signaling (PRESS) regime. By functioning before equilibrium binding, AMPARs exploit a transient dynamic range at high ligand concentrations. Our model reveals that fast desensitization is a key transition enabling this PRESS mechanism. Regulators of this desensitization, such as transmembrane AMPAR regulatory proteins, thus modulate AMPARs dynamic range by modifying the time window in which AMPARs may use pre-equilibrium information. We speculate that the use of PRESS by AMPARs helps restrict the postsynaptic area of action of this fast transmission. Other receptors with fast desensitization may also take advantage of PRESS to accurately control dose-dependent responses.

The data provided includes models in COPASI's .cps format, simulated datasets, and an .RMD file to reproduce the plots in the paper's figures.
DOI: 10.17632/stxc75v54w
title: KANTBP 2.0: New version of a program for computing energy levels, reaction matrix and radial wave functions in the coupled-channel hyperspherical adiabatic approach

description: Abstract A FORTRAN 77 program for calculating energy values, reaction matrix and corresponding radial wave functions in a coupled-channel approximation of the hyperspherical adiabatic approach is presented. In this approach, a multi-dimensional Schrödinger equation is reduced to a system of the coupled second-order ordinary differential equations on a finite interval with homogeneous boundary conditions: (i) the Dirichlet, Neumann and third type at the left and right boundary points for continuous spe... Title of program: KANTBP Catalogue Id: ADZH_v2_0 Nature of problem In the hyperspherical adiabatic approach [3 5], a multidimensional Schrödinger equation for a two-electron system [6] or a hydrogen atom in magnetic field [7 9] is reduced by separating radial coordinate ρ from the angular variables to a system of the second-order ordinary differential equations containing the potential matrix elements and first-derivative coupling terms. The purpose of this paper is to present the finite element method procedure based on the use of high-order accuracy approxima ... Versions of this program held in the CPC repository in Mendeley Data ADZH_v1_0; KANTBP; 10.1016/j.cpc.2007.05.016 ADZH_v2_0; KANTBP; 10.1016/j.cpc.2008.06.005 ADZH_v3_0; KANTBP; 10.1016/j.cpc.2014.08.002 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/m8mmc4phsh
title: Current velocities in the Bransfield Strait 2015-2022

description: Shipborne Acoustic Current Doppler Profiler (SADCP) measurements carried out in the Bransfield Strait from 2015 to 2022 during austral summer season by P.P. Shirshov Institute of Oceanology RAS. This dataset includes over 100 transects, crossing the main currents in the strait (namely, the Bransfield Current and the Transitional Weddell Water flow). Velocities are given in 2 projections: north-east and along the Bransfield Strait (u_proj)
DOI: 10.17632/fmy4j7fw6w
title: Data and methodology: "Mobile Augmented Reality Apps in Education: Exploring the User Experience through Large-Scale Public Reviews"
DOI: 10.17632/bbhff24f7z
title: Transcriptome of fodder soybean

description: The transcriptome sequencing of fodder soybean leaves was performed under normal, moderate and severe drought conditions.
DOI: 10.17632/g8mf6ff6pk
title: Data for: Seawater paleotemperature and paleosalinity evolution in neritic environments of the Mediterranean margin during the Miocene: insights from combined isotope analysis of bivalve shells.
DOI: 10.17632/48phhtkcj8
title: Perseverance MEDA/TIRS aerosol retrievals

description: This file contains retrieval results of aerosol optical depth using observations taken by the Perseverance rover Thermal InfraRed Sensor (TIRS), which is part of the MEDA instrument suite on the rover. The file has 8 columns, which are given in a one-line header:

1. Local True Solar Time (LTST)
2. Total aerosol optical depth
3. Ls (Mars Year 36)
4. Observed IR1 signal from TIRS (W m-2)
5. Observed IR2 signal from TIRS (as an effective temperature)
6. Elevation angle above the horizon of the TIRS field of view
7. Fractional sol number
8. Integer sol number
DOI: 10.17632/jbj46yvk9h
title: I Pettinidi del Pliocene e Calabriano dell'Emilia occidentale (Piacentino e Parmense)

description: Bollettino della Societa Paleontologica Italiana - Vol. 9, n. 2, 1970, pp. 97-135, tavv. 25-35.
DOI: 10.17632/ncy4td2hb9
title: The deep evolutionary relationships of the morphologically heterogeneous Nolinoideae (Asparagaceae) revealed by transcriptome data
DOI: 10.15468/dl.j6qtjj
title: Occurrence Download

description: A dataset containing 259167 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arachnida",
 "Year is 2013"
 ]
}

 The dataset includes 259167 records from 804 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009090-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/ft6fndnh5n
title: Geochronological, geometrical, and magnetic data of dykes

description: Geochronological, geometrical, and AMS results of mafic dyke. Jilei 2025
DOI: 10.17632/bbs2mkh5pv
title: Nanomaterial

description: Nanomaterial with the addition concentration and the absorption ratio for the industrial wastewater degradation
DOI: 10.17632/9vb2f2gjhf
title: Polytrauma Base Deficit Non-Union

description: Data collected to evaluate the pathomechanistic effect of acute anaerobic metabolism in the polytraumatized patient and its subsequent effect on fracture nonunion.
DOI: 10.17632/8pddfk9y9h
title: Financial Data for Paper Default Forecasting

description: The files stored here are : 1) raw data in Excel (Name : Financial Data of all firms.xlsx) , 2) source code (in Python), name "ensemble_learning.ipynb and 3) Read Me file associated with the Source code---all were used to support the research paper " Forecasting China Bond Default with Severe Class-Imbalanced Data: A Simple Learning Model with Causal Inference " , submitted to Economic Modeling. 
i) The majority of the raw data were sourced from East Money, one major financial data vendor in China; Some variables were directly taken from the raw data (e.g. standard financial metrics); some were computed ones. All are organized and stored in the Excel files attached 
ii) The Python code takes the data file as inputs, with each column being the
DOI: 10.17632/vmbd65fjzs
title: LBP Among Disabled Athletes

description: Questionnaire
DOI: 10.17632/x4cmb638vj
title: Eco-indicator Assessment and Material Analysis of Kemei (KM-2668) Shaver Machine

description: This report conducts a comprehensive cradle-to-grave analysis of the Kemei (KM-2668) Ladies' Shaver machine, focusing on material aspects, manufacturing processes, and environmental impacts. The primary objectives include disassembly analysis, eco-indicator assignment, product material analysis, material identification, manufacturing process examination, and recommendations for material selection improvements. The Kemei (KM-2668) Shaver machine is a high-carbon blade and electric rechargeable device designed for various purposes. The report delves into its specifications, including voltage, power, usage time, and charging time. With more than six materials constituting its structure, the eco-indicator assignment selectively considers the main components due to limited material information. Assumptions guide the analysis, considering product usage, transportation, and disposal phases. Usage assumptions, such as frequency and lifespan, aid in calculating eco-indicator values, leveraging UK electricity eco-indicator due to a lack of specific data for Pakistan. The transportation phase involves manufacturing in China, shipping to Karachi, and distribution to local markets.

Disposal assumptions categorize materials for recycling or landfilling, impacting the overall environmental footprint. The report highlights the environmental impact throughout the lifecycle, emphasizing the extraction of raw materials, manufacturing processes, and the usage phase, contributing to solid waste, flue gas emissions, and potential environmental hazards such as heavy metal contamination. The final eco-indicator assessment results indicate the significant environmental impact across production, use, and disposal phases. Notably, production processes and energy consumption contribute to greenhouse gases, global warming, and ozone layer depletion. The report recommends areas for material selection improvements to mitigate environmental impact.

In conclusion, the material analysis and eco-indicator assessment provide valuable insights into the environmental footprint of the Kemei (KM-2668) Shaver machine. The findings aim to guide future design and manufacturing decisions, promoting sustainability and minimizing the ecological impact of electrical appliances.
DOI: 10.17632/hvfkdpfwnr
title: Educational outcomes of graduate and undergraduate students who completed e-courses in mathematical methods in psychological and educational researches

description: These are databases of a quasi-experimental study by Marina G. Sorokova, conducted at the Moscow State University of Psychology & Education (MSUPE) in the fall semester of 2019 and the spring semester of 2020. The educational outcomes of students who completed e-courses in mathematical methods in psychological and educational researches according to the "flipped classroom'' approach are presented. The study aims to check the differences between graduate and undergraduate students in the educational results and knowledge retention The same tendency was revealed in students of both groups: pretest points are low, posttest points significantly and strongly increase, and then after 1.5 - 4 months they significantly decrease, while remaining significantly higher than the input results. No differences between students of both groups in the pretest indicators, posttest indicators, general e-course indicators and knowledge retention were revealed. Effect sizes are not significant.
DOI: 10.17632/s8zkwjwsj2
title: Merlin - a portable system for multidimensional minimization

description: Title of program: MERLIN Catalogue Id: AAXW_v1_0 Nature of problem A lot of problems in physics, chemistry, applied mathematics as well as in engineering and in other fields, are quite often reduced to minimizing a function of several variables. MERLIN is a system designed to minimize a multidimensional function. Versions of this program held in the CPC repository in Mendeley Data AAXW_v1_0; MERLIN; 10.1016/0010-4655(87)90094-4 AAXW_v2_0; MERLIN-2.0 PROGRAMMABLE; 10.1016/0010-4655(89)90007-6 AAXW_v3_0; MERLIN-3.0; 10.1016/S0010-4655(98)00005-8 AAXW_v4_0; MERLIN-3.1.1; 10.1016/j.cpc.2003.12.005 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/4mc7427xfj
title: Data for: Spatially explicit estimation of freshwater fish stock biomass with limited data: A case study of an endangered endemic fish on the Tibetan Plateau, China

description: This is the supplement dataset for the paper named Spatial Explicit Estimation of Endangered Freshwater Fish Biomass with Limited Data, as a Case Study of an Endemic Fish on the Tibet Plateau, China. 
The source code of CUPESDM current version v1.35, a Step-by-step Instruction Manual to rerun this model, and example data for the case study are available here. If the user modifies the input data and the corresponding parameters to their own fieldwork data, they can efficiently execute CUPESDM for their focused species.

The update log for version 2:
1) Clarified distinctions regarding the closed waterway.
2) Improved explanations for sampling methods.
3) Removed Figure S1 to avoid potential confusion.
4) Highlight that the unit of spatial references for the input data is a square meter.
5) The CPUESDM v2.0 updata is coming soon.
DOI: 10.17632/chttd297fb
title: Cabo Rojo Paleotempestology Data

description: XRF, LOI, and grain size data for cores and surface samples from Cabo Rojo, Puerto Rico. Data was used to find recent and ancient hurricane signatures from this coastal lagoon.
DOI: 10.17632/76prtz548d
title: Sympatho-adrenergic-differentiation-track

description: Studies defining normal and disrupted human neural crest cell development have been challenging given its early timing and intricacy of development. Consequently, insight into the early disruptive events causing neural crest related disease such as pediatric cancer neuroblastoma is limited. To overcome this problem, we developed an in vitro differentiation model to recapitulate the normal in vivo developmental process of the sympathoadrenal lineage which gives rise to neuroblastoma. We used human in vitro pluripotent stem cells and single-cell RNA sequencing to recapitulate the molecular events during sympathoadrenal development. We provide a detailed map of dynamically regulated transcriptomes during sympathoblast formation and illustrate the power of this model to study early events of the development of human neuroblastoma, identifying a distinct subpopulation of cell marked by SOX2 expression in developing sympathoblast obtained from patient derived iPSC cells harboring a germline activating mutation in the Anaplastic Lymphoma Kinase (ALK) gene.

Bulk RNA-seq: 
Induced pluripotent stem cells (iPSC) were differentiated along the sympathoadrenergic precursor (SAP) development during a 40 day long differentiation process. We performed bulk RNA sequencing on selected time-points (D0/Start, D3, D7, D11, D16, D21, D23, D25, D27, D29, D31, D35, D40) covering the entire differentiation process. The experiments were repeated four times, twice with a human induced pluripotent stem cell line (J2) and twice with a human embryonic stem cell line (H9) for a total of four biological replicates. 

Single cell RNA-seq: 
Induced pluripotent stem cells (iPSC) were differentiated along the sympathoadrenergic precursor (SAP) development during a 40 day long differentiation process. We performed single cell RNA sequencing (scRNAseq) on eight subsequent time-points to characterize the normal SAP development. We further investigated the effect of the ALK R1275Q mutation on the sympathoadrenergic developmental process by performing serial scRNAseq at four time points between days 25 and 32 using an ALKR1275Q patient-specific iPSC line. Prior to scRNAseq the cells of selected time-points were hashed and pooled together for scRNAseq analysis. The time-points D25-26, D27-28, D29-30 and D31-32 were hashed for the WT cells. For the ALK mutant cells time-points D25-27-29-32 were hashed. The single-cell RNA-Seq was performed on Chromium instrument (10X genomics).
DOI: 10.17632/7msskr6f3w
title: Nutrition

description: This is a large language model generated nutrition dataset for weight loss. The dataset consists of ChatGPT recommended weight loss recipes for different personas and the USDA equivalent of each recommendations from ChatGPT.
DOI: 10.17632/jfhdt44kbs
title: A portable air quality monitoring unit and a modular, flexible tool for on-field evaluation and calibration of low-cost gas sensors
DOI: 10.17632/37p5dgwsk4
title: American Hand Signs Dataset

description: This dataset consists of 17,600 labeled images of American Sign Language hand signs, including representations of the alphabets (A to Z) and the "I love you" gesture. The images are of size 300x300 pixels and contain various background and lighting conditions to ensure robustness. Each alphabet sign contains approximately 600 images. The dataset was generated using MediaPipe for hand gesture detection and was trained using TensorFlow and Keras, achieving high accuracy on the dataset.

The dataset is intended for use in the development and evaluation of machine learning models for hand gesture recognition. It is suitable for applications in sign language recognition, human-computer interaction, and other related fields. The variety in background and lighting makes it useful for real-world applications, ensuring that models trained on this dataset can generalize well to diverse environments.

Keywords: American Sign Language, Hand Gesture Recognition, MediaPipe, TensorFlow, Keras, Image Dataset, Machine Learning, Sign Language Recognition, Computer Vision.
DOI: 10.17632/nvkxvz59bn
title: Dissecting the immunosuppressive microenvironment via interaction of LAMC2+ basal cells and SPP1+ macrophages in invasive tumor front integrating spatial and single-cell transcriptomics in lung squamous cell carcinoma

description: Data associated with manuscript "Dissecting the immunosuppressive microenvironment via interaction of LAMC2+ basal cells and SPP1+ macrophages in invasive tumor front integrating spatial and single-cell transcriptomics in lung squamous cell carcinoma" including single-cell data and spatial transcriptome data.
DOI: 10.17632/d9vpm2g7cj
title: ijamscr

description: About the Journal
The journal is devoted to the promotion of Medical and related disciplines like, Dental, Clinical research, Nursing research, Physiotherapy research, Occupational therapy research, Pharmaceutical research, Biopharmaceutics, Pharmacokinetics, Pharmaceutical Medicinal Chemistry, Computational Chemistry & Molecular Drug Design, Pharmacognosy and Phytochemistry, Pharmacology, Pharmacy Practice, Clinical & Hospital Pharmacy, Cell Biology, Genomics and Proteomics, Pharmacogenomics, Bioinformatics including biotechnology, cell and molecular biology, Pharmaceutical biotechnology/microbiology, medical and other life sciences.

ISSN: 2347-6567

International Journal of Allied Medical Sciences and Clinical Research (IJAMSCR)seeks to foster multidisciplinary research and collaboration among Physicians, Nurses, Physiotherapist, scientists, pharmaceutical industries and healthcare sector as well as provide an international forum for the communication and evaluation of data, methods and opinions in medical sciences and related disciplines. The journal publishes research articles, review articles, short communications, case studies and reports. All manuscripts will be subjected to rapid peer review. Those of high quality not previously published and not already under consideration for publication will be published.
DOI: 10.17632/mzdwv8dfzw
title: Assessing the influence of policies and policy mixes on corporate green innovation: Insights from interpretable machine learning

description: This study employs a sample comprising data from Chinese non-financial listed companies spanning from 2011 to 2021.