cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.3122173.v3
title: Goodreads Social Reviews for Book Impact Assessment: A Multidisciplinary Study

description: Appendixes for an articles submitted to Journal of the Association for Information Science and Technology entitled: Goodreads Social Reviews for Book Impact Assessment: A Multidisciplinary Study
DOI: 10.17632/5yf8j37j5t
title: Optimización del Manejo Nutricional en Cultivos de Arroz Mediante Drones y Visión por Computadora: "Una Estrategia para el Mapeo Preciso de Nutrientes"

description: Este dataset se basa en un estudio de investigación que se enfoca en mejorar el manejo nutricional en los cultivos de arroz utilizando drones y visión por computadora como herramientas avanzadas. La investigación tiene como objetivo principal lograr un mapeo preciso de los nutrientes en los campos de cultivo de arroz para optimizar el uso de fertilizantes y mejorar el rendimiento de los cultivos.
DOI: 10.17632/tr93krswn2
title: RAW Deep Brain Stmulation Recordings

description: The dataset contains 4650 DBS recordings acquired during 46 DBS surgeries for Parkinson's Disease. Metadata describing recordings (patient's id, surgery_id, hemisphere_id, electrode name, recording depth and length, and finally the class) are in the feather format that can be loaded using the Python pandas library. The class has a value 1 for recordings registered within the Subthalamic Nucleus (STN) and 0 otherwise. Raw samples are stored in a npz file format that can be read using the Python numpy library. The dataset contains examples of use in pdf and Python notebook format. This dataset accompanies the paper K.A. Ciecierski, T. Mandat; Classification of DBS microelectrode recordings using a residual neural network with attention in the temporal domain; Neural Networks; 2023; ISSN 0893-6080; https://doi.org/10.1016/j.neunet.2023.11.021. Please cite the above reference if you wish to use this data.
DOI: 10.6084/m9.figshare.23739306.v1
title: Online Supplemental Table 1

description: Primer sets used for gene expression assays
DOI: 10.6084/m9.figshare.26379541.v1
title: Dataset for Artificial intelligence-driven rational design of ionizable lipids for mRNA delivery

description: Source Data for article: Artificial intelligence-driven rational design of ionizable lipids for mRNA delivery.Mice was dosed with mRNA loaded in lipid nanoparticles. Protein expression levels as well as safety test results are provided
DOI: 10.6084/m9.figshare.3119791.v1
title: Eido data (Plos one, 2016)

description: Data for the Eido font paper (Plos one, 2016)<br>
DOI: 10.17632/bpck4nwdv9
title: Protein dataset of immortalized keratinocyte HaCaT cells and normal human keratinocytes

description: Learning of the molecular mechanisms of the pathological processes development in the normal human keratinocytes (NHK) are difficult. These cells are aging in culture - their phenotype, and as a consequence, the protein composition, undergoes changes with an increase in the number of passages, and the duration of cultivation itself is limited. Another known disadvantage of using primary cell lines as an object of analysis is the significant variability in the structural and functional characteristics of cells obtained from different donors. Immortalized keratinocytes HaCaT are often used as an analogue of NHK since they have a number of advantages over the latter - they do not require the presence of growth and differentiation factors in the medium, have unlimited potential for proliferation, demonstrate stable phenotype regardless of the number of passages (Colombo et al., 2017). Certainly, due to the fact that HaCaT is an immortalized cell line, some of their properties distinguish them from NHK (Boukamp et al., 1988). However, HaCaT keratinocytes have key properties similar to NHK. For example, HaCaT cells exhibit a similar response to differentiation stimuli - increased Ca2 + concentration (Deyrieux et al., 1988) and high confluence (Capone et al., 2000) cause HaCaT to produce keratinocyte differentiation factors such as the cytokeratins K14, K10; Involucrin (Colombo et al., 2017). These cells can form the stratum corneum of the epidermis under the influence of transforming growth factor-α and interleukin-1 (Szabowski et al., 2003). Taking into account the properties and characteristics of the HaCaT line, these cells can be considered as a promising experimental model for research various physiological processes occurring in human keratinocytes. However, to understand the limitations of such an experimental model, a detailed comparative characterisation of HaCaT and NHK is required, which can be obtained by carrying out its proteomic analysis.
DOI: 10.17632/jfy3z37n2g
title: Raw Data of Personality Traits

description: This dataset being a part of an original research article entailed "No tendencies of personality traits towards blood groups" contain personality data of 148 participants. Personality data includes Extraversion score , Agreeableness score, Neuroticism score, Conscientiousness score, Intellect score.
DOI: 10.17632/jyxvvct956
title: PERJANJIAN KEMITRAAN ANTARA PT. GO-JEK CABANG CIREBON DENGAN MITRA PENGENDARA DALAM PRESPEKTIF HUKUM ISLAM DAN HUKUM PERDATA

description: This study aims to find out and analyze how the practice of this partnership agreement is seen from Islamic law and Civil law. The method used in this study is Normative Juridical and qualitative research approaches. Data collected is from observation, interviews, and literature study. The results of this study. 1) In terms of Islamic law, the implementation of the partnership agreement between PT. Go-Jek Indonesia with the rider's partner, Akad Syirkah, contained in DSN Fatwa Number 114 / DSN-MUI / IX / 2017 concerning Syirkah Agreement. This agreement is also included in Syirkah Inan. Whereas 2) in terms of Civil Law, this Go-Jek partnership agreement is by Article 1313 of the Civil Code because all of the terms of the agreement contained in the Civil Code Article 1320. This agreement also does not conflict with the principle of freedom of contract, because an agreement has been reached with the signing and Click agree on the Go-Jek application by Rider Partners, so this agreement is legal and binding on both parties. And must exercise their rights and obligations for the contracting parties
DOI: 10.6084/m9.figshare.21194128.v2
title: FunctionalConnectomeHubs

description: This dataset provides source data that support the findings of the article entitled "Meta-connectomic analysis maps consistent, reproducible, and transcriptionally-relevant functional connectome hubs in the human brain" by Xu et al. (2022) Communications Biology <br>
DOI: 10.6084/m9.figshare.23676975.v1
title: data_for_SA.csv

description: data
DOI: 10.6084/m9.figshare.25225946.v1
title: MelastomaTRAITs 1.0: a database of functional traits in Melastomataceae, a large pantropical Angiosperm family

description: Raw data, script and functions used to build the database (MelastomaTRAITs 1.0)<br><br><br>
DOI: 10.6084/m9.figshare.6450191.v1
title: Pubertal status and depression

description: Data for paper in PLOS One on associations between pubertal development and depressive symptoms and diagnoses in adolescent females
DOI: 10.17632/xy8bbxv8br
title: Monocular Depth Estimation Dataset

description: This dataset comprises synthesized RGB images paired with precise ground-truths in three distinct and realistic environments. The first environment (Urban or Env-1) replicates a city with buildings and cars. In the second environment (Downtown or Env-2), a diverse array of elements such as vegetation, benches, wood, metal, trash bins, flower pots, trees, statues, and light posts populate the scene. The third environment (Pillar World or Env-3) features an expansive grid of equidistantly spaced pillars.
There are 10,161 pairs of RGB images with corresponding ground-truth depths for Env-1, 7,473 for Env-2, and 4,167 for Env-3. The dataset encompasses various weather conditions, including snow, foggy, snow-foggy for Env-1, maple leaf fall for Env-2, and no weather conditions for Env-3. The dataset captures variations in illumination, lighting, colors, textures, shapes, object sizes, and view perspectives.

The RGB images are saved in .png format with dimensions of 256×144×3, while the depth maps are stored in .npy format with a shape of 256×144×1. The .npy format is a standard binary file format in NumPy, containing float values that represent the pixel intensity for each pixel in the depth maps.
The dataset is gathered for monocular depth estimation and revolves around the autonomous navigation of a quadrotor equipped with only a monocular camera.
DOI: 10.6084/m9.figshare.24261280.v1
title: CountTable_CRISPRCas9_Activation_Regorafenib.xlsx

description: Raw counts of CRISPR/Cas9 activation screens using the Calabrese library upon regorafenib or DMSO treatment in GS-9, LN229, LN18, LNZ308, and T98G glioma cell lines
DOI: 10.17632/thskfkcyvh
title: Formalisation and Centralisation of Street Vendors in the Surabaya Culinary Centre, Indonesia
DOI: 10.6084/m9.figshare.21940069.v1
title: Deciphering the interaction mechanism of natural actives against larval proteins of <i>Aedes aegypti</i> to identify potential larvicides: a computational biology analysis

description: <i>Aedes aegypti</i> is the target for repellents to curb incidences of vector-borne diseases. Stopping breeding of this mosquito species at its larval stages helps in controlling spread of insect-borne diseases. Therefore, the present study focused on deciphering the mechanism of interaction of selected natural actives against larval proteins of <i>A. aegypti</i> to identify potential natural alternative larvicides. 65 larval proteins were identified from literature, whose structures were modelled and validated using RaptorX and ProCheck. 11 natural actives were selected for predicting their ligand properties and toxicities via Toxicity Estimation Software Tool and ProTox-II. Molecular docking studies were carried out using POAP followed by 100 ns molecular dynamic simulation studies for top three best docked complexes to better understand the robustness of docking, complex stabilities and molecular mechanisms of interactions. Toxicity predictions revealed that 6 molecules belonged to toxicity class 4, and five to toxicity class 5, implying that they were all safe to use. Complexes goniothalamin-translation elongation factor (−10 kcal/mol), andrographolide-acetyl-CoA C-myristoyltransferase (−9.2 kcal/mol) and capillin-translation elongation factor (−8.4 kcal/mol) showed best binding energies. When simulated, capillin-translation elongation factor showed most stability, while the remaining two also evidenced robust docking. Evolutionary studies for top two larval proteins disclosed 100 other insect species in which these proteins can be targeted using various larvicides. Protein-protein interaction network analysis revealed several protein pathways that might be affected due to aforesaid naturals. Therefore, this study provides computational insights into the molecular interaction of naturals against larval proteins, acting as potential natural larvicides. Communicated by Ramaswamy H. Sarma
DOI: 10.6084/m9.figshare.5938777.v1
title: Supplementary Material for: Hidradenitis Suppurativa: Disease Burden and Etiology in Skin of Color

description: Hidradenitis suppurativa (HS) is a chronic, debilitating skin disease. Although most studies on HS are conducted in largely Caucasian populations, evidence demonstrates a higher prevalence in patients with skin of color, including African and Hispanic populations. These racial subgroups are likely at risk for greater disease burden due to a higher prevalence of components of the metabolic syndrome, comorbid depression, and low socioeconomic status; however, there is a paucity of research in these populations. Additionally, studies examining the genetic and anatomical basis for HS, as well as the response to HS therapies, are lacking for patients with skin of color. Complicating this issue is the limited access to effective medical care, including dermatologists, for African and Hispanic populations as well as other minority groups. In this review, we identify gaps in the knowledge base, highlight the association between HS and patients with skin of color, and provide direction for much needed research into this condition.
DOI: 10.17632/8kz5t2xv6r
title: Replication data for: Do dictatorships redistribute more?

description: This paper examines the effect of political institutions on fiscal redistribution for a country-level panel from 1960-2010. Using data on Gini coefficients before and after government intervention, we apply a measure of effective fiscal redistribution that reflects the effect of taxes and transfers on income inequality. Our findings clearly indicate that non-democratic regimes demonstrate significantly greater direct fiscal redistribution. Subsequently, we employ fiscal data in an attempt to enlighten this puzzling empirical finding. We find that dictatorial regimes rely more heavily on cash transfers that exhibit a direct impact on net inequality and consequently on the difference between market and net inequality (i.e., effective fiscal redistribution), whereas democratic regimes devote a larger amount of resources to public inputs (health and education) that may influence market inequality but not the difference between market and net inequality per se. We argue that the driving force behind the observed differences within the pattern on government spending and effective fiscal redistribution is that democratic institutions lead survival-oriented leaders to care more for the private market, and thus to follow policies that enhance the productivity of the whole economy.
DOI: 10.17632/hdhcsyvjbh
title: Raw EMG data recorded from biceps femoris muscle of the rats

description: Raw EMG data recorded from biceps femoris muscle of the rats
DOI: 10.6084/m9.figshare.14330795.v14
title: Dexamethasone modulates immature neutrophils and interferon programming in severe COVID-19

description: While critical for host defense, innate immune cells are also pathologic drivers of acute respiratory distress syndrome (ARDS). Innate immune dynamics during COVID-19 ARDS, compared to ARDS from other respiratory pathogens, is unclear. Moreover, mechanisms underlying beneficial effects of dexamethasone during severe COVID-19 remain elusive. Using scRNA-seq and plasma proteomics, we discovered that compared to bacterial ARDS, COVID-19 was associated with distinct neutrophil polarization characterized by interferon (IFN) and prostaglandin (PG) active states. Dexamethasone during severe COVID-19 depleted circulating neutrophils, altered IFN<sup>active</sup> neutrophils, downregulated interferon-stimulated gene, and activated IL1R2<sup>+ve</sup> neutrophils. Dexamethasone also expanded immature neutrophils expressing immunosuppressive molecules and remodeled cellular interactions by changing neutrophils from information receivers into information providers. Male patients had higher proportions of IFN<sup>active</sup> neutrophils, preferential steroid-induced immature neutrophil expansion, and possibly different effects on outcome. Our single-cell atlas (www.biernaskielab.ca/COVID_neutrophil) defines COVID-19-enriched neutrophil states and molecular mechanisms of dexamethasone action to develop targeted immunotherapies for severe COVID-19.<br>
DOI: 10.6084/m9.figshare.25112069.v1
title: Supplementary Material for: The Development of Suspended Scattering Particles in Motion in a Patient with Exudative Reticular Pseudodrusen

description: The development and characteristics of suspended scattering particles in motion (SSPiMs) in a patient with exudative reticular pseudodrusen (ERPD) are reported using multimodal imaging modalities. An 82-year-old woman was referred because of persistent macular edema during intravitreal injections of bevacizumab. ERPD associated with types I and II (mixed type) macular neovascularization in both eyes was diagnosed. Bilateral flat irregular pigment epithelial detachments were associated with macular neovascularization in both eyes by optical coherence tomography. An intense oval hypersignal was found at umbo in her right eye, as detected by <i>en face</i> optical coherence tomography angiography. This avascular hypersignal at umbo was SSPiM. No change was noticed in the appearance of SSPiM after intravitreal injection of aflibercept. However, intraretinal hemorrhage developed in Henle’s fiber layer a month after the second intravitreal injection of aflibercept. Then, several SSPiMs were unveiled in a perifoveal location a month after uncomplicated cataract surgery. The SSPiMs that developed after cataract surgery were connected to the capillaries in the deep retinal vascular plexus. Temporary SSPiMs could be seen during injections of anti-vascular endothelial growth factor and after cataract surgery in the same eye of a patient with ERPD. SSPiMs detected by optical coherence tomography angiography were neither artifacts nor hypersignals due to neovascularized vessels. SSPiMs were considered to be a unique phase colloidal phenomenon generating pseudoflow in exudative macular disorders.
DOI: 10.6084/m9.figshare.26767990.v4
title: Data for "A Frequency-Agile Retrodirective Tag for Large-Scale Sub-Terahertz Data Backscattering"

description: This dataset contains the data from the nature communication manuscript "A Frequency-Agile Retrodirective Tag for Large-Scale Sub-Terahertz Data Backscattering "
DOI: 10.6084/m9.figshare.28606709.v1
title: exome_bam_files_family_2_II_1

description: BAM files for patient (family2_II_1)
DOI: 10.6084/m9.figshare.29084336.v1
title: Macroevolutionary Rates of Species Interactions: Approximate Bayesian Inference from Cophylogenies

description: Understanding the macroevolutionary dynamics of species interactions such as parasitisms, commensalisms, and mutualisms is an important goal in evolutionary ecology. To this end, statistical inference from extant cophylogenetic systems holds immense potential. However, such inference cannot yet handle the speciation-extinction dynamics that occur simultaneously in the host and symbiont clades on the same timescale. Here we present an Approximate Bayesian Computation (ABC) approach that, while taking into account host and symbiont extinction, infers rates of four types of speciation from a cophylogenetic system: (i) host speciation, (ii) symbiont speciation without host-switching, (iii) symbiont speciation with host-switching, and (iv) cospeciation. The new ABC approach relies on a novel design of summary statistics combining both size-based (i.e., tree sizes) and size-free summary statistics (i.e., the normalized distribution of Branch Length Differences - BLenD) of the cophylogeny. Convergence analyses show that the combined design of summary statistics outperforms size-based or size-free summary statistics alone – achieving satisfactory accuracy in detecting rate heterogeneity between the four types of speciation. Our ABC approach allows the user to infer the predominant mode of speciation within a given cophylogenetic system. The approach is demonstrated with an application to a cophylogenetic dataset of commensalism, in which beetles of one genus mimic those of another. In this system, we identify host speciation as the predominant process with the fastest rate (in events per unit time) among all four types of speciation (i.e., 4.3-5.1 times faster than the median among all four types of speciation). Understanding how and why different types of speciation may predominate in different cophylogenetic systems can have implications for various areas in ecology and evolution such as host conservatism, trait-driven diversification, pathogen spillover risk, and parasite extinction risk. This new approach highlights the need and potential for future efforts to compile time-calibrated cophylogenies.
DOI: 10.6084/m9.figshare.3520460.v1
title: Appendix C. Optimal strategy and expected value of the reserve for the bird-only analysis.

description: Optimal strategy and expected value of the reserve for the bird-only analysis.
DOI: 10.17632/43sfz58vn7
title: Dataset: Air Quality Index (AQI) of Major Indian Cities and Stations 4/5/2024

description: The dataset contains air quality information for various cities across India. It includes parameters such as Air Quality Index (AQI), concentrations of particulate matter (PM2.5 and PM10), ozone (O3), nitrogen dioxide (NO2), sulfur dioxide (SO2), carbon monoxide (CO), as well as geographical coordinates and time stamps. This dataset enables analysis and comparison of air quality levels among different cities, aiding in understanding environmental health impacts and informing policy decisions.
DOI: 10.17632/68xm6x4y7b
title: Desarrollar una estrategia de comunicacion para el posicionamiento en instagram de la empresa bobinados del valle

description: Trabajo de grado con el objetivo de implementar una estrategia de comunicación efectiva en Instagram, utilizando contenido relevante y una estrategia de publicación constante, entonces se logrará mejorar el posicionamiento de la empresa Bobinados del Valle S.A.S. en esta red social, aumentando el número de seguidores, el engagement y generando mayor visibilidad y reconocimiento de la marca.
DOI: 10.17632/fp9kn2g32g
title: Mineralogical and geochemical composition of the weathering profile from the Mulanxi catchment

description: This dataset reported the mineralogical and geochemical composition of the weathering profile (~ 30 m) from the Mulanxi catchment. The sampling location is located in Xianyou County, Putian City, Fujian Province, approximately 50 km inland from the East China Sea (118°44.694′E, 25°21.853′N). The region experiences a subtropical monsoon climate, characterized by warm, humid summers from June to August and mild, relatively dry winters from December to February. The bedrock is a white-colored leucogranite, with a SiO₂ concentration of approximately 76%, and contains virtually no dark minerals, as confirmed by XRD analysis. The dominant minerals in the unaltered, hard bedrock are K-feldspar, albite, and quartz. Above a depth of ~22 meters, no primary minerals except quartz were detectable in the bulk regolith, as evidenced by XRD. Kaolinite, and to a lesser extent illite, are the dominant secondary minerals present.
Specifically, we reported Mg isotope composition of the bulk composition, clay-sized fraction and exchangeable fraction of the regolith sediments at most depths. We found that kaolinite preferentially incorporates light Mg isotopes and illite preferentially incorporates heavy isotopes. 
Table S1 Mg isotope composition of bulk regolith, clay-sized fraction, and exchangeable fraction in the weathering profile from the Mulanxi catchment.
Table S2 Mineralogical composition of bulk regolith and clay-sized fraction in the weathering profile from the Mulanxi catchment.
Table S3 Major and trace element composition of bulk regolith and clay-sized fraction in the weathering profile from the Mulanxi catchment.
DOI: 10.6084/m9.figshare.13967348.v1
title: Figure S1_koc.csv

description: Koc values of PFAS compounds
DOI: 10.6084/m9.figshare.14706936.v2
title: Base de datos sobre "Gabinetes Ministeriales en América Latina"

description: El Observatorio de Reformas Políticas en América Latina presenta la siguiente base de datos que contiene información sobre cómo están compuestos los gabinetes ministeriales de 18 países en América Latina.<br>
DOI: 10.6084/m9.figshare.24416965.v1
title: raw wheat

description: raw wheat images for GrainDet
DOI: 10.6084/m9.figshare.18737423.v2
title: Data from "Phylogenomics reveals the origin of mammal lice out of Afrotheria"

description: Data from "Phylogenomics reveals the origin of mammal lice out of Afrotheria" (Nature Ecology & Evolution, DOI: https://doi.org/10.1038/s41559-022-01803-1)". <br> Dataset includes: <br> 1) ML concatenated tree: Concatenated_tree.tree 2) Time-calibrated trees using different root ages as calibration points: Time_calibrated_tree_XX_root.nex 3) ASTRAL tree: Astral_tree.nexus 4) Concatenated alignment: Mammal_lice_concatenated_alignment.fasta 5) Individual gene trees: Gene_trees.treefile <br>