cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/ykmr99nrsg.1
title: Novel Driver Distractions Dataset With Low Lighting Support

description: we present the largest ten-classes driver distractions dataset to date with temporal information. The dataset was captured by a raspberry pi NoIR (No IR filter) camera which enables the dataset to be captured at different lighting conditions using IR LEDs. A number of 70 drivers of both genders were involved in this dataset. The dataset was collected using five different car models.
DOI: 10.17632/gz2tbhpr37.1
title: Human Abnormality Detection Based on Bengali Text

description: The dataset contained sentences with appropriate labels (normal/abnormal). Multiple specialists appropriately classified the sentences of the dataset. The dataset is generated in a CSV format. The CSV file contains two columns, "Abnormality" and "Sentence". Each Bengali sentence contains two target values, 1 (abnormal) or 0 (normal). The dataset comprises 14414 Bengali sentences, where 14312 sentences are normal, and 102 sentences are abnormal. For more details, please inspect the source paper of the dataset.
DOI: 10.17632/cw9tjsykxb.1
title: Data for: Application of asymmetric proximal support vector regression based on multitask learning in the stock market

description: These historical transaction data of China's stock market are downloaded from the Choice Financial Data Terminal of Eastmoney, and which constitute the following stock index datasets and securities stock datasets, where the web address is (http://choice.eastmoney.com/Product/download_center.html). The stock index datasets respectively include 500 historical trading days of Shanghai Securities Composite Index (SSEC), Shenzhen Composite Index (SZSC), Growth Enterprise Composite Index (CHINEXTC), and SSE SME Composite Index (SZSME). The time period is from September 1, 2014 to September 18, 2016. The historical data of every trading day contain 17 indicators: previous closing index, highest index, lowest index, closing index, index changing margin, index changing ratio, trading volume, trading amount, trading turnover rate, index amplitude, total market amount, circulating market amount, price-to-earnings ratio (P/E), price-to-book ratio (P/B), price-cash flow ratio (PCF), price-to-sales ratio (PS) and opening index. The securities stock datasets respectively include 400 historical trading days of Northeast Securities (DBZQ), Haitong Securities (HTZQ), Guangfa Securities (GFZQ), and Soochow Securities (DWZQ). The time period is from November 1, 2017 to June 24, 2019. The historical data of every trading day contain 12 indicators: previous closing price, highest price, lowest price, closing price, price changing margin, price changing ratio, trading turnover rate, trading volume, trading amount, total market amount, circulating market amount, and opening price.
DOI: 10.17632/9kzw8ycw5p.1
title: Data related to: Modeling dysbiosis of human NASH in mice: Loss of gut microbiome diversity and overgrowth of Erysipelotrichales

description: An investigation of changes to the intestinal microbiome in a murine model of NASH. Data here include liver histology, serum analyses, and pathology reports that describe liver disease and features of the microbiome in mice undergoing a 12-24 week NASH protocol.
DOI: 10.17632/n9x4skr3nt.1
title: Resultados experimentales: HPLC-ESI-MS/MS

description: Análisis de espectrometría de masas de extractos de IgY
DOI: 10.17632/xvcbft9df4.4
title: Dataset: Accelerated Retreat of Coastal Glaciers in the Western Prince William Sound, Alaska

description: Analyzing historical maps and Landsat imagery indicates that coastal glaciers in the western Prince William Sound (PWS) have retreated since the end of the Little Ice Age, exhibiting accelerated retreat after the mid-2000s. A multi-temporal inventory of 43 glaciers was developed using historical field observations, topographic maps, and Landsat imagery. Area and length measurements are derived from digitized outlines, and center lines are derived from a semi-automatic, GIS-based algorithm. Land-based glaciers retreated at a peak rate of 48 m a-1 from the mid-2000s to 2018, more than doubling the average rate of retreat (22 m a-1) for the preceding 50-year period. From ~1950 to 2018, the total area of land-based glaciers decreased by 228 km2, with 36% of the glacier loss occurring after the mid-2000s. Simple upscaling of area and volume changes to unmeasured glaciers across the entire PWS resulted in an estimated aggregate glacier mass loss of 379 Gt, equivalent to a 1.047 mm rise in sea level from the 1950s to 2018. Tidewater glaciers respond asynchronously with differing periods of peak area and length loss and lower average rate of retreat compared to land-based glaciers. Glacier retreat correlates with increased summer and winter temperatures and decreased winter precipitation. I manually digitize outlines from historical maps, topographic maps, and Landsat images for glaciers 10 km2 or larger. Each study glacier is identified by a project identification number; Global Land Ice Measurements (GLIMS) and Randolph Glacier Inventory (RGI) identification numbers; and glacier name, if available. I manually digitize and adjust glacier boundaries based on the interpretation of 1950/57 topographic maps and Landsat images acquired in 1973/75, 1986, 1994, 2004/06, and 2018. Glacier length changes are measured from the intersection of the centerline with each glacier terminus. I repeat measurements for 1950/57 topographic maps and the Landsat images acquired in 1973/75, 1986, 1994, 2004/06, and 2018, resulting in a glacier length change chronology for each glacier. Glacier outlines are available from the GLIMS database (www.glims.org). See disclaimer in the "Data" section.
DOI: 10.17632/nph64c5pvy.1
title: UMAT subroutine code for damaged elasticity
DOI: 10.17632/yy4j43jgb8.1
title: The 'Reverse Square Root' Shape of Recessions

description: Milton Friedman’s plucking model of business cycles hypothesizes that deeper recessions forecast larger booms while stronger booms do not necessarily forecast deeper recessions. This paper tests the plucking model using Maddison Project growth data for 169 countries across several centuries. We find 56.9% of the per capita GDP growth magnitude in the last year of a downturn forecasts the per capita GDP growth magnitude of the subsequent first recovery year while only 16.2% of the last boom year per capita GDP growth magnitude forecasts the per capita GDP growth magnitude of the first year in the subsequent downturn, suggesting that the plucking model holds up relatively well. Combining our finding that first post-recession boom year per capita GDP growth rate is typically is 0.7% higher than later boom years suggests that recoveries generally exhibit “reverse square root” shapes.
DOI: 10.17632/3sv7tfwkc6.1
title: An integrated dataset on the effectiveness of labour migrant’s linguodidactic modelling

description: The dataset describes and verifies the educational capacity of linguodidactic modelling in lunguocultural development of labour migrants. Linguodidactic modelling is considered to be an effective instrument of pedagogical portraiting of different labour migrant categories which improves the process of their language and culture education. This role of linguodidactic modelling has been verified experimentally by comparing the communicative competence of three groups of migrants (14 language learners in each group, male and female equally) after completing training courses based on the preliminary (1) linguocultural profiling; (2) didactic portraiting in terms of the European Language Portfolio; (3) pedagogical portraiting based on the concept of language personality. The testing outcomes were compared. To detail and interpret the collected data, the language teachers were interviewed. To add to the exploratory investigation, a theoretical analysis of the concept linguodidactic model was carried out.
DOI: 10.17632/8f9cmp9t5s.1
title: Deviche Darner 2020

description: Deviche Darner Arizona (USA), Field, Aug - Sep 2020
DOI: 10.17632/248t9rg35x.1
title: 9

description: c
DOI: 10.21227/e3g1-dz71
title: PT7 Web, an Annotated Portuguese Language Corpus

description: PT7 Web is an annotated Portuguese language Corpus built from samples collected from Sep 2018 to Mar 2020 from seven Portuguese-speaking countries: Angola, Brazil, Portugal, Cape Verde, Guinea-Bissau, Macao e Mozambique. The records were filtered from Common Crawl — a public domain petabyte-scale dataset of webpages in many languages, mixed together in temporal snapshots of the web, monthly available [1]. The Brazilian pages were labeled as the positive class and the others as the negative class (non-Brazillian Portuguese). The dataset totalized 249.74 GB of raw HTML text related to 16,346,693 unique web pages. The data was preprocessed to produce high dimensionality (16,384 features) vectors of word distribution as input for the training and test phases. A demo of the use of this data may be checked in a two-level fractional design to investigate cluster performance on Spark [2].
DOI: 10.21227/jygw-ez86
title: PT7 Web, an Annotated Portuguese Language Corpus

description: PT7 Web is an annotated Portuguese language Corpus built from samples collected from Sep 2018 to Mar 2020 from seven Portuguese-speaking countries: Angola, Brazil, Portugal, Cape Verde, Guinea-Bissau, Macao e Mozambique. The records were filtered from Common Crawl — a public domain petabyte-scale dataset of webpages in many languages, mixed together in temporal snapshots of the web, monthly available [1]. The Brazilian pages were labeled as the positive class and the others as the negative class (non-Brazillian Portuguese). The dataset totalized 249.74 GB of raw HTML text related to 16,346,693 unique web pages. The data was preprocessed to produce high dimensionality (16,384 features) vectors of word distribution as input for the training and test phases. A demo of the use of this data may be checked in a two-level fractional design to investigate cluster performance on Spark [2].
DOI: 10.17632/s8ws6vf7wr.2
title: Underthrusting rate of the Tarim block beneath the western Kunlun range and its filling history from seismic profiling evidence

description: This is a supporting-information for manuscript 2019TC005932RR under minor revison with Tectonics.
DOI: 10.17632/m346tmvt4x.1
title: Gas fluidization by DEM-PNM simulation

description: The following video shows the dynamic flow patterns in a gas-fluidized bed, simulated by a DEM-PNM approach.
DOI: 10.17632/6mgrb9ttkn.1
title: CION_Biomaterials_Data

description: Raw data used to generate the Figures in our study.
DOI: 10.17632/tzydswhhb5.1
title: Multi-omic analysis resolves coordinated immune responses to mild, moderate and severe COVID-19. Su et al.

description: Host immune responses in controlling SARS-CoV-2 infection remain incompletely characterized across the spectrum of disease severities. Here, we present a comprehensive immune map spanning 464 proteins and 1050 metabolites in plasma integrated with single-cell transcriptomic and proteomic assays of 0.55 million PBMCs from 139 COVID-19 patients (265 samples). Our study reveals how the global plasma composition and the immune-cell phenotypic behaviors co-evolve with increasing severity, including a major shift between mild and moderate disease. We condensed over 120,000 immune features into a single axis to capture how different immune cell classes coordinate in response to COVID-19 and resolve the emergence of multiple novel phenotypes at the state of moderate disease. The coordinated immune- response axis independently aligns with plasma changes pointing to the loss of certain classes of metabolites under elevated inflammatory signaling. Our study provides a resource for unraveling the complex immune response to COVID-19 and may inform therapeutic development.
DOI: 10.17632/xpjp4n4yjs.1
title: A Study of The nuclear export signal is required for cGAS to sense cytosolic DNA. Sun et al.

description: cGAS is located both in the cytoplasm and in the nucleus. cGAS nuclear accumulation was observed when leptomycin B was used to block the exportin, chromatin maintenance region 1 protein. Identified a functional nuclear export signal (NES) in cGAS, 169-LEKLKL-174. Mutating this NES led to sequestration of cGAS within the nucleus and the loss of interferon response to cytosolic DNA treatment.
DOI: 10.17632/93v72hcjxd.3
title: Data for: Endothelin-1 rs5370 gene polymorphism among children with primary nephrotic syndrome: A single center study.

description: Hypothesis: Primary nephrotic syndrome is a common renal pediatric disorder. We investigated allelic frequencies and genotypes of Endothelin (EDN1) rs5370 polymorphism among children with primary NS. Methods: A case control study was conducted in Mansoura University Children’s Hospital, Egypt during the period from December 2015 to January 2018. We included 50 steroid sensitive NS (SSNS) and 50 steroid resistant NS (SRNS) in addition to 100 healthy controls. All patients were assessed clinically and investigated for serum albumin, cholesterol, creatinine and urea, and 24-h urinary protein. We investigated all groups for EDN1 rs5370 genotypes (GG, GT and TT) and alleles (G and T) using polymerase chain reaction amplification-refractory mutation system. We used chi-square test to verify agreement of allelic frequencies and genotypes of EDN1 rs5370 polymorphism with Hardy–Weinberg equilibrium (p ˃ 0.05 for each group). We used Fisher exact, chi-square and Kruskal–Wallis tests. We presumed statistical significance at p &lt; 0.05. Results: We found that GG genotype frequency was significantly higher in NS group than control group (p = 0.02) while GT genotype was the most frequent in control group (88%, p = 0.001). EDN1 rs5370 alleles showed insignificant differences between NS group and control (p = 0.69). GG genotype was found to be significantly higher among SSNS group when compared to SRNS and control groups (p = 0.03). Insignificant difference was detected in allelic frequency between SSNS, SRNS and control groups (p = 0.89). GG genotype was associated with hypertension among NS children (p &lt; 0.001) while GT genotype was associated with normal blood pressure (p = 0.007). We found insignificant differences between the studied genotypes and serum cholesterol level or renal histopathology. Conclusions: EDN1 rs5370 polymorphism may predispose to primary NS in children and affects the steroid therapy response and blood pressure values.
DOI: 10.17632/z8432k2bg6.2
title: Data for: CYP2C9 (*2&*3) and CYP2C19 (*2&*3) polymorphisms among Egyptian children with primary epilepsy: A case control study.

description: Background: Epilepsy is a common neurological disorder with proven genetic basis. Cytochrome (CYP) P450 enzymes are responsible for antiepileptic drugs (AEDs) metabolism, and encoded by highly polymorphic genes including CYP2C9 (*2 &*3) and CYP2C19 (*2 & *3). Methods: We conducted a case control study in Egypt from 2015 to 2017 including 50 AEDs responders, 50 AEDs resistant cases and 50 controls. Participants were assessed clinically and for CYP2C9 (*2 & *3) and CYP2C19 (*2 & *3) using PCR. Results: CYP2C9*2 (CT) genotype & (T) allele were more frequent in resistant and responsive groups than controls (P&lt;0.001). (TT) genotype was more frequent in resistant than responsive group (P=0.02, OR = 12, 95%CI =1.2-122.3). No significant differences were detected between resistant and responsive groups regarding CYP2C9*2 alleles (P=0.2). CYP2C9*3 (AC) genotype & (C) allele were more frequent in resistant and responsive groups than controls (P&lt;0.001). No significant differences were detected between resistant and responsive groups regarding neither CYP2C9*3 genotypes nor alleles (P=0.11, 0.2 respectively). CYP2C19*2&*3 (GA) genotypes & (A) alleles were more frequent in resistant and responsive groups than controls (P&lt;0.001). No significant differences were detected between resistant and responsive groups regarding neither genotypes nor alleles (P= 0.21, 0.89 for CYP2C19*2 & P=1, 0.77 for CYP2C19*3). Younger age of onset, higher seizure frequency and CYP2C9*2 (TT) genotype were significant predictors for refractory epilepsy. Conclusion: Heterozygous genotypes and mutant alleles of CYP2C9 (*2&*3) and CYP2C19 (*2&*3) were more frequent among Egyptian children with primary epilepsy. CYP2C9*2(TT) genotype increased the risk of refractory epilepsy.
DOI: 10.17632/3jtgk4zvtg.3
title: Data for: Prevalence of helicobacter pylori infection among Egyptian children with nephrotic syndrome: a single center study.

description: Background: Increasing attention has been paid for the possible role of helicobacter pylori (H.pylori) infection in nephrotic syndrome (NS) pathogenesis. Objectives: We investigated the frequency, possible role and risk factors of H. pylori among NS children. Methods: We conducted a cross-sectional comparative study in a university-affiliated children’s hospital, Egypt from January 2017 to January 2019. We enrolled 100 children with primary NS (NS group) and 100 healthy controls. All patients were assessed for gastritis symptoms, response to steroid therapy, dose and duration of steroid therapy. H. pylori infection was investigated using H.pylori stool antigen (HpSA) test. Renal histopathology results were retrieved. Chi-square, Fisher exact and Mann-Whitney tests were used for statistical analysis. Results: With regards to HpSA test results, neither statistically significant difference was found between NS and control groups (p =0.193) nor between steroid sensitive and steroid resistant NS subgroups (p =0.286). Mesangioproliferative glomerulonephritis and minimal change disease (MCD) were the most common renal histopathology findings in NS group. Minimal change disease (MCD) was the most frequent histopathology finding in H.pylori positive patients (9 patients, 45%) with statistically significant difference in comparison to H.pylori negative patients (p =0.013). High dose steroid was associated with an increased risk of H.pylori infection among NS children (Odds ratio [OR] = 3.8; 95% confidence interval [CI] = 1.3-11.3). Conclusions: The current study negated the role of H.pylori infection in primary NS pathogenesis. High dose steroid is associated with an increased risk for H.pylori among NS children.
DOI: 10.17632/xmmgmx6gch.1
title: Funciones alométricas, de volumen y rendimiento de aserrío para cebo (Vochysia guatemalensis Donn. Sm.) en plantaciones mixtas, Zona Norte, Costa Rica.
DOI: 10.17632/sfsknvhwnh.1
title: Base de datos para Funciones alométricas, de volumen y rendimiento de aserrío para cebo (Vochysia guatemalensis Donn. Sm.) en plantaciones mixtas, Zona Norte, Costa Rica.
DOI: 10.25573/data.10042394.v6
title: Barro Colorado Island, Lutz tower 1m_Air Temperature

description: Barro Colorado Island (BCI), Lutz catchment towerLocation 9°9'42.36"N, 79°50'15.67"W<br>Air temperature, electronic sensor, interval max/min/avg<br>Lutz catchment is a 9.73ha protected watershed on BCIThe Lutz tower was built in 1972 and was originally 42m. In 2002 it was increased to 48m<br>
DOI: 10.17632/9846nvt56s.1
title: Data on making uniform lignin building blocks via in-situ real-time monitoring hydroxyethyl modification

description: Depending on the detected nuclei (1H, 13C, and 31P), the nuclear magnetic resonance (NMR) spectra reflected lignin's structural features, including but not limited to the chemical linkages, repeating units, and hydroxyl groups. The original softwood kraft lignin (Amallin, WestFraser Corp.) and their hydroxyethyl modified lignin derivatives were analyzed using a 300 MHz NMR (Bruker Corp.). In the repository, the NMR spectrum were attached in a formate.zip file. They can be processed by the Topspin software (Available in the Bruker Website: https://www.bruker.com/service/support-upgrades/software-downloads/nmr/free-topspin-processing/nmr-topspin-license-for-academia.html). The gel permeation chromatography (GPC) traces were also attached in this repository. Three types of detectors, including multi-angle light scattering, intrinsic viscosity, and differential refractive index were adopted to analyze the fractionated lignin resources. The ASTRA software from Wyatt Technology can process the obtained traces to obtain the molecular weight of lignin resources. These data are related to the data in brief manuscript "Data on making uniform lignin building blocks via in-situ real-time monitoring hydroxyethyl modification".
DOI: 10.17632/k9xycn96cg.1
title: Data_Development of VSA and test mode

description: Data assessing VSA in kindergarten children with tablet vs paper-pencil
DOI: 10.25573/data.10042409.v6
title: Barro Colorado Island, Lutz tower 20m_Air Temperature

description: Barro Colorado Island (BCI), Lutz catchment towerLocation 9°9'42.36"N, 79°50'15.67"W<br>Air temperature, electronic sensor, interval max/min/avg<br>Lutz catchment is a 9.73ha protected watershed on BCIThe Lutz tower was built in 1972 and was originally 42m. In 2002 it was increased to 48m<br>
DOI: 10.17632/gyd29mpt6b.1
title: Lemniscates fitting to the contour of thermoplastic filaments pairs during viscous sintering

description: Characterization of the viscous sintering of extruded filaments pairs (zein plasticized by 20w%glycerol used as model-biopolymer for Additive Manufacturing by Melt Extrusion ; T=120°C ; Extruded_Filament_Diameter≈2mm) : Successive lemniscates fitting to their evolving contour. - Sintering time [s] (Column#1); - Average values of the shape parameter B [-] and their associated standard deviations [-] (Columns#2 and #3, respectively), computed from lemniscate fitting in a polar coordinate system (Sowinski and Jasion, 2019); - Average values of parameter a [pixel] and their associated standard deviations [pixel] (Columns#4 and #5, respectively), issued from image analysis. With a=Lmax/2, Lmax being the maximal horizontal lenght of the white object (i.e., filaments pairs) on the segmented image (i.e., binary). Parameter a is used as the size coefficient for lemniscate fitting in a polar coordinate system (Sowinski and Jasion, 2019); - Average values of Lmax normalized as the sintering filaments size factor : Lmax/Lmax_initial [-] and their associated standard deviations [-] (Columns#6 and #7, respectively); - Average values of m^2 [-], derived from the parameter m of lemniscate used to fit particles viscous sintering in a Cartesian coordinate system (Hopper, 1984) and their associated standard deviations [-] (Columns#8 and #9, respectively).
DOI: 10.17632/dtss9n8jv9.1
title: LINF_010008300

description: hypothetical protein - conserved
DOI: 10.17632/ngy6mprc6r.1
title: MS_SRL_CM_FINAL_APA

description: Enhancing self-regulation of learning among health management students by using digital concept mapping in online problem-based learning settings
DOI: 10.25573/data.10042442.v6
title: Barro Colorado Island, Lutz tower 48m_Air Temperature

description: Barro Colorado Island (BCI), Lutz catchment towerLocation 9°9'42.36"N, 79°50'15.67"W<br>Air temperature, electronic sensor, interval max/min/avg<br>Lutz catchment is a 9.73ha protected watershed on BCIThe Lutz tower was built in 1972 and was originally 42m. In 2002 it was increased to 48m<br>
DOI: 10.17632/9zxt47grjf.1
title: Temperature-dependent gene expression in chick neural progenitors

description: RNA sequence data of differentially expressed genes in chick neural progenitors cultured at 30ºC and 37ºC.