cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28784747.v1
title: <b>Downregulation of EZH2 promotes renal epithelial cellular senescence and kidney aging</b>

description: Here, we identify for the first time a role of enhancer of zeste homolog 2 (EZH2) in DNA damage mediated cellular senescence and kidney aging.
DOI: 10.17632/f5k2czdtrx
title: ASA-PS

description: excel data used for analyses
DOI: 10.6084/m9.figshare.20776243.v3
title: The soil microbiome governs the response of microbial respiration to warming across the globe

description: Data from The soil microbiome governs the response of microbial respiration to warming across the globe
DOI: 10.6084/m9.figshare.25100393.v3
title: Genome Assembly and Annotation of Astragalus membranaceus (Fisch.) Bge (AM)

description: Astragalus membranaceus (AM) is a medicinal herb from the Leguminosae-family. Its dried roots, known as Astragali Radix, possess hepatoprotective, diuretic, tonic, and expectorant activities. They are involved in various functions in Chinese medicine such as anti-aging, anti-tumor, anti-neurodegeneration, regulating blood glucose, and enhancing immunity.Amem.genome.fasta.gz: genome assemlyAmem.gff3.gz: gene structruerepeat.gff.gz: repeat annotationAmem.gene.function.xls: protein functionAM.snp.vcf.gz: Utilizing Astragalus membranaceus (AM) as the reference, a genome alignment with the Astragalus mongholicus (AMM, downloaded from http://www.gpgenome.com/species/109) assemblies was conducted using the NUCmer program from MUMmer4 suite, version 4.0.0. The alignment was performed with specific parameter settings aimed at optimizing match quality: <code>--mum -g 1000 -c 90 -l 40</code>. Subsequently, the delta-filter program was employed to refine the alignment, extracting contiguous blocks with the parameters <code>-1 -l 5000</code>. To identify single nucleotide polymorphisms (SNPs) and insertions/deletions (InDels), the show-snps program was applied with the following settings: <code>-Clr -x 1 -T</code>. This report presents the findings pertaining to SNPs.AM.indel.vcf.gz：Utilizing Astragalus membranaceus (AM) as the reference, a genome alignment with the Astragalus mongholicus (AMM, downloaded from http://www.gpgenome.com/species/109) assemblies was conducted using the NUCmer program from MUMmer4 suite, version 4.0.0. The alignment was performed with specific parameter settings aimed at optimizing match quality: <code>--mum -g 1000 -c 90 -l 40</code>. Subsequently, the delta-filter program was employed to refine the alignment, extracting contiguous blocks with the parameters <code>-1 -l 5000</code>. To identify single nucleotide polymorphisms (SNPs) and insertions/deletions (InDels), the show-snps program was applied with the following settings: <code>-Clr -x 1 -T</code>. This report presents the findings pertaining to InDels.<br>
DOI: 10.6084/m9.figshare.26408659.v1
title: Gene trees

description: File with all gene trees used to conduct a species tree coalescent analysis in ASTRAL.
DOI: 10.6084/m9.figshare.28736702.v1
title: LandraceMaladaptation_Repository

description: All data and code required to recreate the analyses from McLaughlin et al. 2025 Nat Comm "Maladaptation in cereal crop landraces following a soot-producing catastrophe"
DOI: 10.17632/yt3v7vw5pn
title: Good and Bad classification of Citrus sinensis

description: Here's a data description within 3000 characters for your project titled "Good and Bad Classification of Oranges":-


Project Title: Good and Bad Classification of Oranges

Dataset Description:-

This dataset is designed for a binary classification task aimed at distinguishing between good and bad quality oranges based on visual or measurable characteristics. It contains a total of 2000 samples, split evenly into:

1000 good orange samples

1000 bad orange samples

Each sample represents an individual orange, captured or measured through consistent methods to ensure quality and comparability.

Class Definitions:-

Good Orange:- An orange that meets criteria such as ripeness, vibrant color, uniform shape, lack of surface damage or mold, proper size, and firmness. These are suitable for sale and consumption.

Bad Orange:- An orange exhibiting qualities such as over-ripeness, under-ripeness, discoloration, mold growth, deformation, bruising, or soft/rotten spots, making them unsuitable for consumer use.


Features (may include, depending on data type):-

Visual Features:- Color histograms, texture, shape parameters, presence of defects or spots.

Physical Features:- Weight, diameter, firmness level.

Image Data (if applicable):- High-resolution images under uniform lighting and background.

Label:-Binary label indicating class: 1 for good, 0 for bad.

Data Collection Method:- Samples were collected from a variety of sources including local markets, farms, and storage facilities to include a diverse representation of both good and bad oranges. If image-based, photos were taken using a consistent camera setup. If physical measurements are involved, instruments like calipers, scales, and firmness testers were used.

Purpose of the Dataset:- The dataset is intended for machine learning model development and evaluation in tasks such as:

Quality control automation

Agricultural product grading

Computer vision-based fruit sorting systems


Applications:-

Deployment in smart sorting machines in fruit processing units

Mobile or embedded quality inspection tools

Consumer applications for home use to detect fruit quality

Dataset Format:

If structured data:-CSV or Excel format with each row as a sample and columns as features plus label

If image data:- Folder structure with labeled directories (e.g., /good/ and /bad/) or metadata file containing image names and labels

Ethical Considerations:- The dataset only contains non-personal, agricultural data. Usage should be aligned with fair and transparent machine learning practices, especially in agricultural automation that may impact farmers' livelihood.

Let me know if you need this description tailored for a report, website, or presentation format.
DOI: 10.6084/m9.figshare.12050904.v1
title: Additional file 7 of Using FFPE RNA-Seq with 12 marker genes to evaluate genotoxic and non-genotoxic rat hepatocarcinogens

description: Additional file 7: Appendix 7. selection of control gene-top100 from open TG-GATEs (gene_name, containing Dazap2, Ube2d3 and Gapdh).
DOI: 10.6084/m9.figshare.24352795.v1
title: Teacher 1, Teacher 2 and Teacher 3 Interview Transcripts

description: Teacher 1, Teacher 2 and Teacher 3 Interview Transcripts
DOI: 10.6084/m9.figshare.25213742.v3
title: Datasets and models enclosed within the paper: Rapid Prediction of Conformationally-Dependent DFT-Level Descriptors using Graph Neural Networks for Carboxylic Acids and Alkyl Amines.

description: This Figshare repository contains the datasets and models for our paper titled: Rapid Prediction of Conformationally-Dependent DFT-Level Descriptors using Graph Neural Networks for Carboxylic Acids and Alkyl Amines. It is organized into 2D and 3D, which represent the modeling architectures used in building graph neural networks for molecular descriptors corresponding to acids and amines. Carboxylic acid, primary alkyl amine, and secondary alkyl amine (as well as a combined alkyl amine) libraries are provided in their entirety, including conformer properties. Additional test and external validation statistics for each library are also provided within this repository.
DOI: 10.17632/skvkbhwxsc
title: Efficacy and safety of 308-nanometer light-emitting diode phototherapy for Prurigo Nodularis: A randomized and self-controlled clinical trial

description: In this dataset, we have provided supplementary information for the study titled "Efficacy and safety of 308nm light-emitting diode phototherapy for Prurigo Nodularis: A randomized and self-controlled clinical trial." The supplementary materials include supplementary Figures and tables. A detailed description is provided below:
Supplementary Figure 1. Eligibility criteria
Supplementary Figure 2. Exclusion criteria
Supplementary Figure 3: Termination Criteria
Supplementary Figure 4. Study flow diagram.
Supplementary Figure 5. The changes in skin lesions of a patient with prurigo nodularis.
Supplementary Table 1: Baseline of demographic and clinical characteristics in patients with PN.
Supplementary Table 2: Outcomes of 9 participants
DOI: 10.6084/m9.figshare.11605215.v1
title: PLAID 2017

description: The 2017 version of Plug-Load Appliance Identification Dataset (PLAID), containing voltage and current measurements from different electrical household appliances sampled at 30 kHz, collected at 65 different locations in Pittsburgh, Pennsylvania (US).
DOI: 10.6084/m9.figshare.19524058.v1
title: Consent form.docx

description: Blank patient consent form
DOI: 10.6084/m9.figshare.24009063.v2
title: Stronger evidence for genetic ancestry than environmental conditions in shaping the evolution of a complex signaling trait during biological invasion

description: Analysis scripts and data files associated with Pita-Aquino et al. (2023, Molecular Ecology): Stronger evidence for genetic ancestry than environmental conditions in shaping the evolution of a complex signaling trait during biological invasion.The README.txt file provides additional information on the contents of this archive.
DOI: 10.6084/m9.figshare.29069771.v1
title: Tables S4-S8 - for CE&E.xlsx

description: This document contains five supplementary tables (Table S4 to Table S8), which serve as the supporting data tables for the study entitled <b>"Enhanced continental weathering drove a transient oxygenation event during the largest Ediacaran carbon isotope excursion."</b>
DOI: 10.6084/m9.figshare.4909337.v1
title: RNA-seq raw data of PS-C_3_2

description: File
2 of RNA-seq raw data of C48-2 biological replicate 3 spikelets at pollen
mother cell stage. Paired-end sequencing strategy was applied on the Illumina
HiSeq 4000 sequencing platform.
DOI: 10.6084/m9.figshare.7730477.v1
title: Diagnostic Test Accuracy of Magnetic Resonance Imaging and Ultrasound for Bone Detection in Rheumatoid Arthritis

description: The authors screened the articles about the diagnostic test accuracy of MRI and US for bone erosion in RA patients from Jan, 2000 to Sept, 2018, and extracted the eligible studies with available data for analysis.
DOI: 10.17632/7f4r94y4cb
title: LINF_170010800

description: RMC1-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/7m379pybfh
title: Second Cancer Risk by Melanoma Subtype

description: Supplementary Table 1. Risk of second primary cancers according to melanoma subtype in male survivors

Supplementary Table 2. Risk of second primary cancers according to melanoma subtype in female survivors
DOI: 10.26188/5da5580349dda
title: EPiC database - Stainless steel wire

description: This material is part of the free Environmental Performance in Construction (EPiC) Database. The EPiC Database contains embodied environmental flow coefficients for 250+ construction materials using a comprehensive hybrid life cycle inventory approach.<br><br>Steel is a ferrous metal and is an alloy of iron and carbon, as well as potential other elements. It has a very high tensile strength. Steel has been used in the construction industry for over a century. Stainless steel is extremely resistant to corrosion.<br><br>The core material for making steel is iron, which is found in iron ore. Iron is extracted from iron ore in blast furnaces through the smelting process, while controlling for the content of carbon. To render the steel stainless, chromium is needed and is typically added as stainless steel scraps. The molten steel is usually further processed before being thermoformed into its final shape.<br><br>Steel is commonly used in the construction industry, mainly as a structural material. Stainless steel wires are typically used as ropes and cables in multiple applications, including bridges, suspending structures, lighting and others.
DOI: 10.6084/m9.figshare.28616111.v2
title: <b>The Global Burden of </b><b><i>Klebsiella pneumoniae</i></b><b>-Associated Lower Respiratory Infection in 204 Countries and Territories, 1990–2021: Findings From the Global Burden of Disease Study 2021</b>

description: This study investigates the global epidemiological burden of lower respiratory infections (LRI) attributable to <i>Klebsiella pneumoniae</i> from 1990 to 2021, using data from the Global Burden of Disease Study (GBD) 2021. The findings reveal that globally, disability-adjusted life years (DALYs) from <i>Klebsiella pneumoniae</i>-associated LRI decreased from 16,701,044 (95% UI: 14,220,055 to 19,183,469) in 1990 to 6,935,440 (95% UI: 5,953,328 to 8,007,786) in 2021, while deaths declined from 239,367 (95% UI: 212,553 to 268,072) to 175,783 (95% UI: 158,749 to 193,924). The age-standardized DALYs rate dropped from 313.1 (95% UI: 266.6 to 359.7) to 87.9 (95% UI: 75.4 to 101.5), and the death rate decreased from 4.5 (95% UI: 4.0 to 5.0) to 2.2 (95% UI: 2.0 to 2.5). In 2021, the highest rates were observed in Oceania and Sub-Saharan Africa, particularly in Central African Republic, Niger, and Zimbabwe, while the lowest rates were found in Australasia, High-income North America, Eastern Europe, and East Asia, especially in the UAE, Australia, and Qatar. Higher rates were noted among both males and females under 10 and over 65 years old. Although most regions experienced decreases in age-standardized rates from 1990 to 2021, Southern Latin America exhibited an increase. Additionally, age-standardized DALYs and death rates generally declined with increasing socio-demographic index (SDI). The global burden of LRI due to <i>Klebsiella pneumoniae</i> significantly decreased over the study period, but lower SDI regions, children, and the elderly remain vulnerable and require targeted interventions to further reduce this burden.
DOI: 10.6084/m9.figshare.3458228.v1
title: Oncology Pub Bias Data.xlsx

description: Publication bias evaluations are not routinely conducted in clinical oncology systematic reviews
DOI: 10.17632/47pnw8pgmk
title: WACCM-X simulations - 2009 SSW

description: The following data set contains the temperature from WACCM-X simulation for the 2009 SSW event for all levels, latitudes and longitudes. In total, there are 145 levels and the latitude x longitude grid size is 96 x 144. The data begins on 01.01.2009 and ends on 28.02.2009. The simulation has been performed by including the lunar tide at the lower boundary in WACCM-X according to the methods described in Pedatella et al., 2012 (refer to the manuscript for more details). This data set has been used to compare the WACCM-X temperature with AURA-MLS temperature observations and to calculate the SW2 and M2 tides in the MLT region.
DOI: 10.6084/m9.figshare.16434618.v1
title: Filters

description: Synthetic photometry. Filters for pyphot.<br>
DOI: 10.6084/m9.figshare.27187917.v3
title: L2M3 Database

description: Database for paper: Harnessing Large Language Model to collect and analyze Metal-organic framework property dataset
DOI: 10.17632/72vtdxxkkb
title: Supplementary Tables

description: Supplementary Table 1. Results of BOVIGAMTM test in the consecutive monitoring for past three years; Supplementary Table 2. Information registration form of 109 cattle; Supplementary Table 3. Primers and vector used for cloning of cfp-10-linker-esat-6.
DOI: 10.17632/sb4gb5z4kd
title: Ensuring Supply Chain Integrity for 3D Printed Polymer Parts

description: Data for thermal imaging of 3D Printing Material Extrusion for varying extrusion parameters for deposition of PLA. DSC data for 3D Printed PLA.
DOI: 10.6084/m9.figshare.28683926.v1
title: Data: <b>Sustainable beauty: The impact of norm activation, ethical marketing, and green future estimations on purchase behavior of eco-friendly cosmetic products</b>

description: Dataset for Research: <b>Sustainable beauty: The impact of norm activation, ethical marketing, and green future estimations on purchase behavior of eco-friendly cosmetic products</b>
DOI: 10.17632/fp9zr5htn8
title: Bitter Gourd Intervention (BIG) trial - Tanzania

description: Data of the study published under 'Bitter gourd reduces elevated fasting plasma glucose levels in an intervention study among prediabetics in Tanzania. Michael B. Krawinkel, Christine Ludwig, Mark E. Swai, Ray-yu Yang, Kwok Pan Chun, Sandra D. Habicht (https://doi.org/10.1016/j.jep.2018.01.016)
DOI: 10.17632/yf5xvycdn2
title: Relative Strength Ratio and 1RM in the prone-grip pull-up exercise

description: This dataset includes anonymous data of 84 participants of the study "The Role of Relative Strength Ratio in Predicting Maximum Pull-Up Performance", namely: age, height, weight, body fat (% and kg), muscle mass (% and kg), 1RM (1 repetition maximum in the pull-up exercise: added weight) and MNR (maximum number of repetitions with bodyweight - no extra load).
DOI: 10.6084/m9.figshare.22646284.v1
title: Games_and_Culture_Article_Cyberpunk2077

description: Dataset used in the study presented in <em>Games and Culture </em>article titled: <em>Broken promises marketing. Relations, communication strategies, and ethics of video game journalists and developers: the case of </em>Cyberpunk 2077 <br> <strong>Abstract of the paper:</strong> <em>Cyberpunk 2077’s</em> negative reception stood in striking contrast to the pre-release hype around the video game built by the producer’s marketing campaign and the gaming press. This study examines a selection of gaming websites, to consider their pre-release <em>Cyberpunk 2077</em> coverage and the discrepancies between these early reports and the released game. Using inductive conventional content analysis, framed as thematic analysis, 148 press articles were investigated divided into nine subcategories, and three categories. These articles told an almost exclusively positive narrative, promising great performance and features. The uncritical reception of publisher information by journalists allows the authors to propose the notion of “broken promises marketing”. The article contextualizes this term in the gaming ecosystem, arguing that over-optimistic marketing is amplified through features of the online press ecology. Finally, the results are considered from a business ethics perspective, with a set of communications recommendations for both journalists and game publishers. <br> <strong>Dataset description</strong>: Conventional content analysis, framed as a thematic analysis, was used to examine a selection of articles from gaming websites. The dataset lists these press materials and organizes these by date of publication and gives the authors, title, service, and web address. Articles were assigned identifiers (001 to 148). <br>
DOI: 10.6084/m9.figshare.28781594.v1
title: Karingani Game Reserve Baobab Analysis Data and Code

description: This dataset contains R scripts and accompanying data files that allow for replication of analyses conducted to assess the accuracy of aerial surveys as a tool for baobab mapping, to evaluate landscape drivers of baobab distribution, and to characterize elephant herbivory impacts on baobabs in Karingani Game Reserve, Mozambique. Field data used in these analyses were collected during June and July 2023.Karingani Game Reserve provided logistical support, in-field resources, and permission to perform the study in Karingani.
DOI: 10.17632/f8t67cnsbs
title: Verbal Fluency & BNT

description: This dataset is a collaborative work for the subject "Psychology of Language" taught at the Complutense University of Madrid, Spain (2020/2021 academic year). The aim is to determine the influence of age, years of education, and gender on two classic language assessment tasks: verbal fluency (COWAT and Isaacs Set-Test) and Boston Naming Test. Also, from the sample data, normative data in young and middle-aged adults can be obtained. For the application of the tests, the conventional instructions have been followed, which can be consulted, for example, in Strauss et al. (2006).
In addition to the sociodemographic variables above mentioned, the following cognitive parameters are also included in the dataset:
-Number of items correctly evoked in period 1-15" for each phonetic and semantic category.
-Number of items correctly evoked in the period 16-30" for each phonetic and semantic category.
-Number of items correctly evoked in the period 31-45" for each phonetic and semantic category
Number of items correctly evoked in the period 45-60" for each phonetic and semantic category -Number of items correctly evoked in the period 45-60" for each phonetic and semantic category
-Total number of items correctly evoked 1-60" (sum of the above) for each phonetic and semantic category.
-Total number of intrusions for each phonetic and semantic category 
-Total number of perseverations for each phonetic and semantic category
-Total number of spontaneous hits in the BNT
-Total number of hits after semantic clue in the BNT
-Total number of hits after phonological clue in the BNT
-Total number of hits after semantic clue in the BNT (sum of spontaneous hits + hits after semantic clue)
DOI: 10.6084/m9.figshare.10282958.v2
title: Data-set: The economic cost of losing native pollinator species for orchard production

description: 1. The alarming loss of pollinator diversity worldwide can reduce the productivity of pollinator-dependent crops, entailing potential economic impacts. However, it is unclear to what extent the loss of a key native pollinator species affects crop production and farmer's profits.2. By experimentally manipulating the presence of colonies of honey bees and a native bumble bee species (<i>Bombus pauloensis</i>) in eight apple orchards in South Argentina, we evaluate the impact of losing natural populations of a key native pollinator group on <i>i</i>) crop yield, <i>ii</i>) pollination quality, and <i>iii</i>) farmer’s profit. To do so, we performed a factorial experiment of pollinator exclusion (yes/no) and hand pollination (yes/no).3. Our results showed that biotic pollination increased ripe fruit-set by 13 % when compared to non-biotic pollination. Additionally, fruit-set and the number of fruits per apple tree was reduced by less than a half in those orchards where bumble bees were absent, even when honey bees were present at high densities. Consequently, farmer’s profit was 2.4-fold lower in farms lacking bumble bees than in farms hosting both pollinator species. The pollination experiment further suggested that the benefits of bumble bees could be mediated by improved pollen quality rather than quantity.4. <i>Synthesis and applications</i>: Our findings highlight the pervasive consequences of losing key pollinator functional groups, such as bumble bees, for apple production and local economies. Adopting pollinator-friendly practices such as minimizing the use of synthetic inputs or restoring/maintaining semi-natural habitats at farm and landscape scales, will have the double advantage of promoting biodiversity conservation, and increasing crop productivity and profitability for local farmers. Yet because the implementation of these practices can take time to deliver results, the management of native pollinator species can be a provisional complementary strategy to increase economic profitability of apple growers in the short term.