cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.19948007.v9
title: Database of human well-being and eco-sustainability under planetary pressures of the Belt and Road 1990-2018

description: The database contains 29,621 data records and four core datasets of consumption, pressure, output and efficiency, and one related dataset, covering both sustainability and development aspects of sustainable development. That is, · Consumption dataset, including EF per capita, the Normalization of EF, and the adjusted normalization of EF of 61 B&R countries, B&R regional average and global average from 1990-2018. · Pressure dataset, including CDE per capita and its index, MF per capita and its index, <em>A</em>, and <em>P</em> of 61 B&R countries, B&R regional average and global average from 1990-2019. · Output dataset, including HDI and PHDI of 61 B&R countries, B&R regional average and global average from 1990-2019. · Efficiency dataset, including AEWP and EWP of 61 B&R countries, B&R regional average and global average from 1990-2018. · Other dataset, including BC per capita, ES/ED per capita, and population of 61 B&R countries, B&R regional average and global average from 1990-2018/2019.
DOI: 10.6084/m9.figshare.3116884
title: The discriminative value of inflammatory back pain in patients with persistent low back pain

description: <b>Objectives</b>: To estimate the prevalence of inflammatory back pain (IBP) characteristics and analyse the discriminative value of IBP relative to axial spondyloarthritis (SpA) according to the Assessment of SpondyloArthritis international Society (ASAS) criteria. <b>Method</b>: Patients who had low back pain for &gt; 3 months were selected from a cohort of secondary care patients aged 18–40 years. Data included information on SpA features, human leucocyte antigen (HLA)-B27 typing, C-reactive protein (CRP) level, magnetic resonance imaging (MRI) of the sacroiliac joints, and self-reported IBP questions covering the pain characteristics included in the Calin, Berlin, and ASAS IBP definitions. <b>Results</b>: Of the 759 included patients, 99% [95% confidence interval (CI) 98–100] had at least one IBP characteristic. The prevalence of the single IBP characteristics ranged from 10% (95% CI 7–12) for ‘pain worst in the morning’ to 79% (95% CI 76–82) for ‘morning stiffness’. Two-thirds of the patients (67%, 95% CI 63–70), met at least one of the three IBP definitions. In all, 86 (11%) were classified as ‘SpA according to ASAS’. All three IBP definitions were significantly associated with ‘SpA according to ASAS’; however, the discriminative value was low, with sensitivity, specificity, and balanced accuracy values of 64, 50, and 57% for Calin, 59, 60, and 60% for Berlin, and 35, 79, and 57% for ASAS IBP definitions, respectively. <b>Conclusions</b>: In this study population, IBP characteristics were in general common and the discriminative value was low, as IBP could not differentiate patients with SpA according to ASAS criteria from patients with other causes of back pain.
DOI: 10.17632/4x578h29f6
title: ADS-B Air Traffic for Anomalous Trajectory Detection

description: The "ADS-B Air Traffic for Anomalous Trajectory Detection" is a dataset of flight recordings from the OpenSky network, used to evaluate anomaly detection methods in the domain of aviation data. The recordings in the dataset were all collected from flights cruising over the "LPPC" and "EGGX" airspace. The "LPPC" airspace is a flight information region (FIR) on the west coast of Portugal, which encompasses more than 600,000 square kilometers. The recordings for the "LPPC" FIR were limited to a 4-hour time frame on January 1, 2020, between 10:00 AM and 2:00 PM. The "EGGX" airspace is an FIR on the west coast of Ireland, which encompasses more than 2,300,000 square kilometers. The recordings for the "EGGX" FIR were limited to a 4-hour time frame on January 2, 2020, between 10:00 AM and 2:00 PM. In total, 42 unique flights were recorded in the selected time frames, each one containing at-least 1500 ADS-B broadcast messages, sampled each second (i.e., at-least 25-minute recordings). • Train: 25 flights from the "LPPC" FIR, with a total of 83620 broadcast ADS-B messages (23 hours, 13 minutes, and 40 seconds) • Validation: 10 flights from the "LPPC" FIR, with a total of 40613 broadcast ADS-B messages (11 hours, 16 minutes, and 53 seconds) • Test: 7 flights from the "EGGX" FIR, with a total of 15392 broadcast ADS-B messages (4 hours, 16 minutes, and 32 seconds) To simulate the anomalous flight behavior, we inject a single window of data during each flight in the testing set, after 10 minutes of flight recording, for ten consecutive minutes (window of 600 ADS-B messages). In total, four different types of injections are performed, as follows: Noise - The anomalies are synthetically generated by adding random samples, drawn from a normal (Gaussian) distribution to the original values. The rest of the injections are spoofed trajectories, created by data extracted from different real flight trajectories. To create a continuous spoofed trajectory, we calculate the cumulative sum of message differences from the source flight and add them to the target flight messages. The injections are as follows: Manoeuver (Flight AIB232E) - The flight recording of an A380 Airbus pilot in Germany that traced the outline of an enormous Christmas tree during a test flight, making circular maneuvers at more than 40,000ft. Landing (Flight TAP070) - The recording of a commercial flight landing in LPPT (Lisbon) Airport, on January 1, 2020. Departing (Flight UAL65) - The recording of a commercial flight departing from LPPT (Lisbon) Airport, on January 1, 2020.
DOI: 10.17632/j98d8xbyxb
title: Life, Gender, and Work: Statistical Data to Understand the Living Conditions of Women in San Andrés de Tumaco, Colombia

description: Socioeconomic Characterization of Women in the Municipality of Tumaco regarding Issues Related to Work, Care, and Sexual and Reproductive Rights.

The socio-economic characterization of women in the Municipality of Tumaco involves analyzing various aspects related to their work, care responsibilities, and sexual and reproductive rights. This study aims to provide insights into the socio-economic conditions of women in Tumaco and shed light on the challenges they face in these areas.
DOI: 10.17632/m58f9rfzf5
title: DNA methyltransferase 1 modulates mitochondrial function through bridging m5C RNA methylation

description: Raw data files for the manuscript titled - "DNA methyltransferase 1 modulates mitochondrial function through bridging m5C RNA methylation"
DOI: 10.6084/m9.figshare.1595945.v1
title: ECO 2050 Lab Report

description: The experiment took place on November 15th and 22nd. The materials were; two transects, twenty-four pans (eight yellow, eight white, eight blue), soapy water and strainer. Day One of the experiment will be divided into two sections, mowed/unmowed grassland treatment, and performed in the same way for each. A transect will be randomly laid in a straight line among each grassland treatment at the exact same time. Four of each pan color (white, blue and yellow) will be placed 1m apart along each transect, for a total 12 pans per transect. The order of color along the transect will be white, blue and yellow respectively, and this is repeated four times. Once soapy water is poured into each pan the timer begins and the results are collected after an hour. After the hour’s conclusion the soapy water is finally poured through a strainer and the insect abundance determined. The experiment is repeated a second time with the transect location randomly selected. Day Two of the experiment follows the same method.
DOI: 10.6084/m9.figshare.20238006.v1
title: Full-body mobility data to validate inertial measurement unit algorithms in healthy and neurological cohorts

description: Gait and balance dysfunctions are common in neurological disorders and have a negative effect on the quality of life. Regularly quantifying these mobility limitations can be used to measure the disease progression and the effect of treatment. This information can be used to provide a more individualised treatment. Inertial measurement units (IMUs) can be utilized to quantify mobility in different contexts. However, algorithms are required to extract valuable parameters out of the raw IMU data. These algorithms need to be validated to make sure that they extract the features they should extract. This validation should be done per disease, since different mobility limitations or symptoms can influence the performance of an algorithm in different ways. Therefore, this dataset contains data from both healthy participants and patients with neurological diseases (Parkinson disease, stroke, multiple sclerosis, chronic low back pain). The full-body of 167 participants were measured with IMUs and an optical motion capture (reference) system. Participants performed multiple standardized mobility assessments and non-standardized activities of daily living.
DOI: 10.6084/m9.figshare.21994961.v1
title: Raw data on the effects of the anionic protein meal BioChlor® on sows before and after farrowing

description: Raw data on the effects of the anionic protein meal BioChlor® on sows before and after farrowing. Methodology and results are provided in Henman D, Lean IJ, Block E, Golder HM (Submitted) Data on the effects of the anionic protein meal BioChlor® on sows before and after farrowing. <em>Data in Brief</em>
DOI: 10.6084/m9.figshare.7562249.v1
title: RQ6

description: data
DOI: 10.6084/m9.figshare.1373929.v1
title: Problemas de transporte: um estudo de caso envolvendo a utilização da programação linear

description: No mercado competitivo atual, as empresas utilizam recursos para produzir bens e serviços. Por essa razão, ao buscarem maior eficiência e otimização na alocação dos recursos, as organizações devem levar em conta as limitações e/ou restrições existentes. Nesse contexto, insere-se a programação linear, pois é uma das mais importantes estratégias do campo da pesquisa operacional, a qual fornece um conjunto de procedimentos voltados para tratar problemas que envolvem a escassez de recursos. O artigo objetivou encontrar a melhor forma de utilizar todos os insumos disponíveis com a finalidade de minimizar o custo total com transportes, no deslocamento de produtos de cada fábrica para cada depósito da empresa objeto de estudo, considerando os custos unitários de cada trajeto, e as restrições relacionadas a estoque e capacidade produtiva. Para isso foi desenvolvido um modelo de programação linear, e em seguida analisado o modelo por meio da ferramenta Solver, suplemento do pacote da Microsoft Excel, no qual foi apresentada o custo total com a alocação ótima de quantidades de caminhão (com carga total) em cada trajeto. Com isso foi possível indicar que, na solução ótima, o custo total de transporte das fábricas para os depósitos é de R$ 151.700,00.
DOI: 10.6084/m9.figshare.28367990.v1
title: 2020BGL034 上海市旅游景区数据库

description: 包含了上海市2021—2024年的3A级及以上星级的旅游景区名称、星级、地址信息；对应的地图数据，网络点评数据、换乘可达性等。
DOI: 10.6084/m9.figshare.28741085.v1
title: Image super resolution test dataset

description: The Set5, Set14, Urban100, BSD100, Manga109 and Rice dataset for Image super resolution.
DOI: 10.17632/343vtd87yw
title: Information simplification and anchoring improve financial decisions: A credit card statement experiment.

description: Data (and do file) collected for the experimental paper titled: "Information simplification and anchoring improve financial decisions: A credit card statement experiment." Steps to replicate paper analysis included in do file.
DOI: 10.6084/m9.figshare.11474004.v1
title: MOESM1 of The interactome and proteomic responses of ALKBH7 in cell lines by in-depth proteomics analysis

description: Additional file 1: Table S1. Target sequences of ALKBH7. Table S2. Primer sequences of ALKBH7 and GAPDH used in qPCR. Table S3. Identified proteins in IP assay for bioinformatic analysis. Table S4. Enriched Gene ontology and pathway categories in IP assay. Table S5. Sequences of 71 peptides performed in vitro demethylation assays. Table S6. Identified proteins and corresponding bioinformatic analysis in TMT-based MS/MS. Table S7. Enriched Gene ontology and pathway categories in TMT-based MS/MS. Table S8. Detailed information of proteins for protein-protein interaction.
DOI: 10.6084/m9.figshare.22242079.v1
title: Supplementary Material for: Idiopathic Acroosteolysis: A Novel Cutaneous Sign Can Help Identify the Condition Early

description: Acro-osteolysis (AO) is a rare condition characterized by resorption of the distal phalanges of the fingers and/or toes. It can be familial, idiopathic (IAO), occupational, or secondary. Other authors suggest a classification into primary (genetic disorders, lysosomal storage disorders) or secondary AO. Various skin and nail changes have been reported in this condition. However, the cutaneous change on the affected digit(s)/toe(s) during the natural course of AO has been poorly documented. A 5-year-old girl presented with a 3-month history of a distinct transverse boundary between normal skin proximally and affected crusted skin overlying osteolysis distally (‘split’ sign) on the plantar surface of the third toe. This boundary gradually elongated circumferentially to involve the dorsal surface. The mother gave a similar history of a delimitation line on the 2nd, 4th and 5th toes of the right foot with a duration of 3 months, one year, and two years, respectively, that disappeared before she noticed a shortening of those toes. X-rays revealed partial resorption of the terminal phalanx of the third toe and several lytic changes in the middle and terminal phalanx of the second, fourth, and fifth toes. The clinical features, radiology findings and a work-up that helped rule out conditions associated with AO (secondary AO) helped establish the diagnosis of IAO in our patient. This case study highlights that the natural course of IAO includes distinct skin findings, such as the ‘split’ sign that we describe. This sign can help identify the condition early.
DOI: 10.17632/z3jbp2zm69
title: Incorporating thermoreceptor responses in a local sensation model to account for setpoint adaptation during cold-to-warm transition

description: Datasets used for the manuscript titled "Incorporating thermoreceptor responses in a local sensation model to account for setpoint adaptation during cold-to-warm transition."
DOI: 10.6084/m9.figshare.14770935.v1
title: Chandler et al. (2021) - MetaData

description: MetaData from Chandler et al. (2021) including descriptions of all associated data files and R scripts.
DOI: 10.6084/m9.figshare.21946261.v1
title: Identifying olive oil fraud and adulteration using machine learning algorithms

description: As olive oil (OO) is more expensive than other vegetable oils, it is usually adulterated by blending it with more economic edible oils such as cottonseed oil (CSO), canola oil (CO), and soybean oil (SO). This research aimed to determine the fatty acid compositions obtained as a result of blending different proportions of CSO, CO and SO with OO using a gas chromatograph and to reveal OO adulteration by evaluating the obtained data with different machine learning algorithms. The assessment of the OO consisted of two stages. The first step was extraction of the feature vector, while second step was the classification of feature vectors with regard to the data and computing the regression values. Features were extracted using the Relief method, classified with the Support Vector Machine (SVM) and the k-Nearest Neighbor (k-NN) and Decision Tree (DT) algorithms, and the neural network algorithm was used for regression. The highest accuracy values for classification were calculated as 0.946, 0.964 and 0.982 for OO-CO, OO-SO, and OO-CSO mixtures, using the SVM method, respectively. The errors in the regression analysis were computed as 0.005, 0.005 and 0.002 respectively using the neural network algorithm.
DOI: 10.6084/m9.figshare.26308696.v1
title: Crop Recommendation dataset

description: THE INFORMATION IN THE DATASET IS PROVIDED TO THE BEST OF KNOWLEDGE OF ICAR. THE BELOW DATA CAN BE USED PUBLICALLY UNDER ALL PUBLIC AND PRIVATE UNDERTAKINGS<b>Context</b><br>Precision agriculture is in trend nowadays. It helps the farmers to get informed decision about the farming strategy. Here, we present you a dataset which would allow the users to build a predictive model to recommend the most suitable crops to grow in a particular farm based on various parameters.**<b>Source</b><br>This dataset was build by augmenting datasets of rainfall, climate and fertilizer data available for India. Gathered over the period by ICFA, India.<b>Data fields</b><br>N - ratio of Nitrogen content in soil<br>P - ratio of Phosphorous content in soil<br>K - ratio of Potassium content in soil<br>temperature - temperature in degree Celsius<br>humidity - relative humidity in %<br>ph - ph value of the soil<br>rainfall - rainfall in mmCOPYRIGHT: Indian Chamber of Food and Agriculture https://www.icfa.org.in/
DOI: 10.17632/k6wyj2mjjk
title: The TIMET study, Manoogian et al., 2024, Annals of Internal Medicine

description: Source data for Tables 1-4, participant characteristics, health outcomes, and eating window adherence from the TIMET Study at baseline and 3 months.
Data from: Emily N.C. Manoogian, Michael J. Wilkinson, Monica O’Neal, et al. Time-Restricted Eating in Adults With Metabolic Syndrome: A Randomized Controlled Trial. Ann Intern Med. [Epub 1 October 2024]. doi:10.7326/M24-0859 . 
Link to manuscript: https://annals.org/aim/article/doi/10.7326/M24-0859
DOI: 10.6084/m9.figshare.1265021.v1
title: Genome SC S288C

description: Sequence and annotation
DOI: 10.6084/m9.figshare.28171994.v1
title: Raw data for “Recombinant expression of receptor binding domains of all eight subtypes of botulinum neurotoxin type A for generation of antitoxins with broad reactivity”.

description: The raw data associated with this study. Excel file is ELISA results for reactivity of H<sub>C</sub>A1-H<sub>C</sub>A8 to VHHs and Rabbit Anti-Botulinum Toxin A and B IgG; determination of EC50 values of ciA-C2 and VHH-A3 against H<sub>C</sub>A1-H<sub>C</sub>A8
DOI: 10.6084/m9.figshare.28892906.v1
title: Sporting Events

description: Data
DOI: 10.17632/2s75nkjx25
title: Data for: Male Backlash and Female Guilt: Woman’s work, gender identity and partner violence in Urban India

description: The paper tests the effect of work participation on the prevalence of spousal violence for urban India using NFHS-4 data. The unit level data is available from Demographic Health Survey (DHS) data repository and could be accessed upon a data request through www.dhsprogram.com/data/. The do file explains how the data is created from the NFHS-4 files available online and has codes for all the tables created in the paper.
DOI: 10.17632/bytjr9drwm
title: Engineering mtDNA Deletions by Reconstituting End-Joining in Human Mitochondria

description: The file contains raw data included in the above manuscript
DOI: 10.6084/m9.figshare.23192615.v2
title: Clinical evaluation framework using behavioural & visual attention read-outs for explainable AI (XAI)

description: This folder contains all the data and code to reproduce the results and figures in both the manuscript ("<strong>Clinical evaluation framework using behavioural & visual attention read-outs for explainable AI (XAI)</strong>" by <strong>Myura Nagendran, Paul Festor, Matthieu Komorowski, Anthony Gordon, Aldo Faisal</strong>) and the supplementary appendices. For more details about the project structure please check the README file in the root of the folder. A data dictionary is also provided in the data folder for the four raw csv data files. The two jupyter notebooks to (1) prepare the data and (2) generate all results and figures should be run sequentially. Please see README within the zip file for more details.
DOI: 10.6084/m9.figshare.29062799.v1
title: Some Data Used in a Paper

description: This data is used in the paper "A Bandpass Filtering Method Based on Sparse Representation for Real-Time Ship Detection".
DOI: 10.6084/m9.figshare.29150819.v1
title: DATASET

description: The dataset used in this study is a custom collection of microscopic images of leukemia cells, divided into four distinct classes representing different stages of the disease:Benign: healthy (non-cancerous) cellsWBC Malignant-Early: early stage leukaemia cellsWBC Malignant-Pre: pre-advanced leukaemia cellsWBC Malignant-Pro: advanced leukaemia cells (actively proliferating)
DOI: 10.17632/d2kvsgym55
title: Hypoxia-induced CTCF mediates alternative splicing via coupling chromatin looping and RNA Pol II pause to promote EMT in breast cancer

description: Hypoxia plays a critical role in tumor progression, including invasion and metastasis. Epithelial-mesenchymal transition (EMT) is one of the first steps in a metastatic cascade that hypoxic cells achieve through modulating the chromatin structure, epigenetics, and, importantly, alternative splicing. Recently, we reported hypoxia-driven CTCF induction through HIF1α that promotes EMT in hypoxic breast cancer cells. Nevertheless, it is still unknown how the HIF1α-CTCF axis promotes the invasiveness of hypoxic breast cancer cells. In the present study, we investigated the molecular mechanism of CTCF-mediated EMT under hypoxia. We observed a significant gain in CTCF occupancy throughout the genome, correlating with the increased CTCF expression under hypoxia. Many of these CTCF gain sites are observed at the promoter of the genes associated with cancer and hypoxia. Here, we put forward an intricate mechanism regulated by CTCF to promote EMT where CTCF modulates both gene expression and alternative splicing of an EMT gene, COL5A1. Mechanistically, the hypoxia-mediated CTCF binding to the COL5A1 promoter is an integral part of the mechanism of CTCF-HIF1α mediated transcriptional upregulation of COL5A1. Our data further demonstrates hypoxia-driven inclusion of exon 64A in the mutually exclusive alternative splicing event of COL5A1exon 64 (exon 64A or 64B). Notably, in the COL5A1 gene, CTCF mediates promoter-exon upstream looping, regulates DNA demethylation at distal alternatively spliced exon 64, and regulates RNA Pol II pausing at COL5A1 exon64A that decides the outcome of splicing to favor EMT under hypoxia. Further, we observed that hypoxia-induced differential CTCF occupancy across the genome is associated with gene expression and alternative splicing of other cancer-related genes, similar to the proposed model. Finally, specifically disrupting the HIF1α-CTCF-COL5A1 exon64A axis through the dCas9-DNMT3A system alleviates the EMT potential of hypoxic breast cancer cells and may represent a novel therapeutic target in breast cancer.
DOI: 10.17632/sfnn9tbgyt
title: Prevalence of CPK elevation in Patients receiving Biologic Therapies for Atopic Dermatitis: A Systematic Review and Meta-analysis

description: To systematically quantify the prevalence of CPK elevation in patients with Atopic Dermatitis (AD) who are receiving JAK inhibitors or Dupilumab, and whether there are clinically significant outcomes associated with their use. A PRISMA flow diagram, Funnel plot, Forest plot, ROB Assessment, Search Strategy, PRISMA 2020 checklist and summary table, were created as supplemental figures to be auxiliary to our systematic review and meta-analysis.