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  • The dataset was constructed to examine Vietnamese student’s learning habit during the school suspension time due to the novel coronavirus - SARS-CoV-2 (Covid-19), responds to the call of open research to prevent potential effects of coronavirus (Elsevier, 2020). The questionnaires were spread over a network of educational communities on Facebook from 7th to 28th of February 2020. Using the snowball sampling method, researchers delivered the survey to teachers and parents to confirm the consent form before they forward it to their students and children. In order to measure the influence of student’s socioeconomic status and occupational aspirations over their learning habit during school closure, the survey includes three major groups of questions: (1) Individual demographic, includes family socioeconomic status, school types, and occupational aspirations; (2) Student’s learning habits, include hours of learning before and during school suspension time, with and without other people’s support; and (3) Student’s perception on self-learning during the disease. There was a total of 920 clicks on the survey link, but only 460 responses with consent form were received. The incurable answers (e.g., year of birth is before 2009, more than 20 hours of learning per day, etc.) have been eliminated. Finally, the dataset includes 420 valid observations.
    Data Types:
    • Tabular Data
    • Dataset
    • Document
  • Nuclear Magnetic Resonance (1D 1H and 2D 1H-1H TOCSY) and ultrahigh resolution mass spectrometry (FT-ICR-MS) data for pyrogenic dissolved organic matter before and after photo-irradiation. Full materials and methods, as well as interpretations, can be found in the linked manuscript.
    Data Types:
    • Slides
    • Tabular Data
    • Dataset
  • The replication data for "Price Elasticity of African Elephant Poaching"
    Data Types:
    • Dataset
    • File Set
  • The results of high-velocity ballistic impact upon fused-double-3D-mat sandwich composite panels
    Data Types:
    • Tabular Data
    • Dataset
  • The data were collected based on the latest update on March 27, 2020. Data were employed to calculate the probabilities of death, recovery in each country, development of K-means clustering models and correlation among attributes.
    Data Types:
    • Image
    • Tabular Data
    • Dataset
  • This dataset contains information about interconnect delays of different supercomputers during data transmissions using different commutation patterns. All measurements are structured by folders. Each folder contains several files, their contains can be interpreted as follows: description.txt - text file, containing information about collected measures: name of supercomputer, date of testing, number of tested nodes, number of tested process, network_tests2 test mode and parameters for launch such as begin message length in bytes, end message length in bytes, change of message length in bytes after all iterations passed, number of iterations of testing on one message length. network_hosts.txt - text file, containing names of hosts, which were used for launch. Another files are information about delays represented as different statistics: median, standard deviation, min and mean. All data is stored in NetCDF4 format. In our dataset these files contain following variables: "data" - 3-dimensional array with information about delays between different MPI-processes, first axis represent message length, second - number of "sender" process, third - number of "receiver" process; "num_proc" - number of tested processes; "beg_mes_len" - begin message length in bytes; "end_mes_len" - end message length in bytes; "step_length" - change of message length in bytes after all iterations passed.
    Data Types:
    • Dataset
    • File Set
  • Original data for the evaluation of the study "Evaluating the effectiveness of low volume spray application using air-assisted knapsack sprayers in wine vineyards'
    Data Types:
    • Tabular Data
    • Dataset
  • The following were the reserch questions;Does rice variety affect the proximate composition, functional properties and cooking characteristics of rice flour? and Do different varieties of rice have favorable proximate analysis, functional properties and cooking characteristics for product development?Proximate composition, functional properties and cooking characteristics of rice flour namely moisture , ash, crude protein , swelling index, hot paste and gelatinization temperature for the following rice varieties: Lifuwu, Senga, Nerica, Nunkile, Wambone, Faya, Kilombero, Mpheta, Mpatsa, Nazolo, Mtupatupa, Kayanjamalo and Katete were determined using official analytical methods. Katete was high in protein (7.47g/100g). MC (13.04g/100g) and SI (5.41g/g) were highest in Faya 14M69. Kayanjamalo formed a thick paste as compare to other varieties. Nerica 4, Faya14M69, Mtupamtupa, Kilombero, Nunkile, Nanzolo and Mpatsa had an intermediate GT (70-74oC), while Mpheta, Kayanjamalo, Katete, Senga, Wambone and Lifuwu had high GT (74.5 -80oC). Rice with intermediate GT break easily during cooking.
    Data Types:
    • Tabular Data
    • Dataset
  • Antigen-induced arthritis (AIA) was induced in C57BL6 mice by immunization with methylated bovine serum albumin (mBSA) and subsequent intra-articular injection of mBSA. Non-immunized (NI) mice were injected with phosphate buffered saline at all timepoints. Ten days after intra-articular injection knee joints were harvested and synovial cells were released by collagenase type IV injection into joint cavitied, and fluorescence-activated cell sorting (FACS) was used to sort 200-500 TER119–CD31–CD45–CD51+CD200+CD105– cells from NI mice (NI 200+, Sample 1-4) and mice with AIA (AIA 200+, Sample 5-9) and, TER119–CD31–CD45–CD51+CD200–CD105+ cells from mice with AIA (AIA 105+, Sample 11-14) using BD FASCAria IIu. For each sample, 200-500 live (DAPI–) cells were sorted directly into cell lysis buffer from Smartseq v4 Ultra® Low Input RNA Kit for Sequencing (TakaRa, Kyoto, Japan). ERCC RNA Spike-In Mix (Invitrogen, Thermo Fisher Scientific, Waltham, MA, USA) were added to lysed cell samples. cDNA amplicons were created using SmartSeq v4 Ultra® Low Input RNA Kit for Sequencing (TakaRa) and libraries were prepared using Nextera XT DNA Library Preparation Kit (Illumina, San Diego, CA, USA). Libraries were sequenced using NextSeq 500 (Illumina) instrument and raw files are available at GSE148130. After quality control of raw reads, reads were trimmed, aligned, assembled and quantified using cutadapt (Martin, EMBnet Journal, 2011), HISAT2 (Kim, Nat Methods, 2015) and StringTie (Pertea, Nat Biotecnol, 2015), and normalized and filtered in egdeR package (Robinson, Bioinformatics, 2010). Limma voom (Law, Genome Biol, 2014) was used to detect differentially expressed genes. Genes with absolute fold change (FC) > 1.5 and p value (Benjamini-Hochberg) < 0,05 were considered differentially expressed and are listed in the tables, together with their FC, expressed as log2FC, and adjusted p value (Benjamini-Hochberg). The table provides Ensembl gene ID, Entrez gene ID, MGI gene symbol, gene biotype, chromosome name, start and end position of all differentially expressed genes. It also contains expression values, expressed as log2 counts per million mapped reads (CPM), for each sample. Table 1 contains comparison of NI 200+ and AIA 200+, Table 2 NI 200+ and AIA 105+ and Table 3 AIA 200+ and AIA 105+.
    Data Types:
    • Tabular Data
    • Dataset
  • 1. Original data record of anti-inflammatory effect 2. MS of volatile oil 1
    Data Types:
    • Tabular Data
    • Dataset
    • Document
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