cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/7svcy4cscy
title: Fetal Movement Detection Dataset Recorded Using MPU9250 Tri-Axial Accelerometer

description: Experimental paradigm This data set consists of Tri-axial accelerometer measurements of fetal movement from 13 subjects. This data set consists of three different classes, namely mother’s laugh (class 1), mother’s respiratory movements (class 2) and fetal movements (class 3). A single session was recorded for each subject. Each session lasted for approximately 10 to 20 minutes. Initially the subject was requested to fill out the following form. 1. Subject’s age : ……………………………………………………… 2. Fetal age : ……………………………………………………… 3. Gender of the fetal : ……………………………………………………… 4. Number of previous pregnancies : ……………………………………… 5. Other : ……………………………………………………… At the beginning of each session the sensor was fixed and the subject was instructed to settle in to a comfortable position. She was then instructed to press the corresponding button on the device when she feel a fetal movement. And the button corresponding to mother’s laugh was pressed by an experimenter. Data recording MPU 9250(a Tri-axial accelerometer) was used to record data. It has an inbuilt 3-axis accelerometer and a 3-axis gyroscope. The MPU 9250 is a passive device which measures the fetal vibration incident on the maternal abdomen. This is used considering the health benefits of the mother and the baby. The signal was sampled at 280Hz. All the data was recorded and transferred to a PC.
DOI: 10.6084/m9.figshare.5271445.v1
title: Normalized expression levels of unigenes

description: Gene expression level was estimated by mapping clean reads without rRNA to the clustered assembly using RSEM (ver. 1.3.0), and was normalized by TMM (trimmed mean of M values) method.<br>All unigenes were aligned using BLAST+ (ver. 2.5.0) against the NCBI’s non-redundant nucleotide (nt) database (downloaded on December 27, 2016), COG (clusters of orthologous groups) database (2003 COGs, 2014 update), and the Swissprot database (downloaded on December 15, 2016) with an E-value cutoff of 10<sup>-5</sup>.<br>
DOI: 10.17632/6f8cc6rcw4
title: Renewable Dataset and Appendixes

description: Renewable ETFs
DOI: 10.17632/mj8htbs8h2
title: The effect of mobile marketing on the purchase of staple products among Bottom of the Pyramid (BoP) consumers 

description: Dataset to investigate mobile marketing strategies within low income consumers.
DOI: 10.17632/mjhcc27k6r
title: Digital advertising and Customer retention

description: Digital advertising and Customer retention
DOI: 10.6084/m9.figshare.28200404.v1
title: Supporting Information for<b> "</b>Finite element method for garnet diffusion chronometry<b>"</b>

description: Solving the diffusion equation for species diffusion in garnet provides insights into the duration and rate of geological processes. However, previous research has oversimplified garnet as a sphere, failing to accurately represent the intricate shapes of real minerals and varying boundary conditions, which limits its applicability. In this study, we introduce a numerical approach known as the Finite Element Method (FEM) to overcome these challenges. We thoroughly explain the rationale behind FEM, detailing the procedure for transforming the original diffusion equation into a final linear system for easier resolution. Subsequently, we implemented the method and conducted a comprehensive accuracy analysis involving lutetium (Lu) diffusion within a spherical garnet. Our accuracy analysis reveals that with finer discretization, the relative error is maintained within ±1‰, surpassing the accuracy of LA-ICP-MS by an order of magnitude. This finding underscores the robustness of the method. Furthermore, we conducted two- and three-dimensional numerical diffusion experiments across arbitrarily defined geometries and diverse boundary conditions, which highlight the method’s adaptability for addressing diffusion under these complexities. We conclude that FEM effectively eliminates the geometric constraints of minerals and allows for the application of diverse boundary conditions, thereby holding promise for widespread applications in the field.
DOI: 10.6084/m9.figshare.28853597.v1
title: <i>Supplemental Data on Health Laboratory Licensing Regulations Across Selected Countries</i>

description: This document presents a comprehensive compilation of legal and regulatory references related to the licensing of health laboratories across various countries. It includes official sources such as national laws, governmental decrees, regulatory guidelines, and institutional standards, each cited with direct access links. The data was curated through a systematic review of publicly accessible legislative and policy databases, government websites, and professional health authority resources. The primary aim is to provide a comparative resource for policymakers, researchers, and public health professionals to understand international variations in laboratory licensing frameworks. This compilation supports evidence-based discussions on best practices, regulatory harmonization, and capacity building in laboratory governance.
DOI: 10.17632/ybszsy6ccb
title: Data for: Reinterpreting Popular Demonstrations for Use in a Laboratory Safety Session That Engages Students in Observation, Prediction, Record Keeping, and Problem Solving

description: This is supplementary information for a paper published in a special issue of the Journal of Chemical Education.  
(J. Chem. Educ. 2021, 98, 1, 191–197 doi: 10.1021/acs.jchemed.9b00474)

-  Videos and photos of eleven demonstration activities for an introductory undergraduate chemistry safety session are in folders A to K. The first two activities (A and B) are a safety video and a lab tour. All other activities are drawn from popular demonstrations and presented in the context of chemical safety. These include bursting a balloon by toluene, creating dry ice fog in a fume hood, a reaction forming a carbon snake, a glycerol and potassium permanganate reaction, creating a fireproof banknote, putting out a candle by a copper coil, putting out a candle by a test tube, demonstrating a can crushed by air pressure, and making a soda geyser.

- A safety poster (Lab_poster_(C._Areekul).jpg) for undergraduate teaching chemical laboratory showing C. Areekul was made by Mahidol University International College. 

- High-resolution raw videos (Hi-resolution video source.zip) are in a single zip file for future reuse and editing.

An unlisted youtube playlist https://www.youtube.com/playlist?list=PLKS8fH7Jh_HMTNkzP3YO7zO4dGlLOCUjV is available for your convenience.
DOI: 10.6084/m9.figshare.12185235.v1
title: Combining genotype, phenotype, and environmental data to delineate site-adjusted provenance strategies for ecological restoration

description: Genotype and sequence data for two plant species: <i>Mimosa acutistipula var. ferrea</i> (Fabaceae) and <i>Dioclea apurensis</i> (Fabaceae). For each species we provide geographic coordinates in decimal degrees, genotypes in Variant Call Format and sequences in FASTA format.<br>The data belongs to the following published preprint:<br>Carvalho CS, Forester BR, Mitre SK, Alves R, Imperatriz-Fonseca VL, Ramos SJ, Resende-Moreira LC, Siqueira JO, Trevelin LC, Caldeira CF, Gastauer M, Jaffé R. 2019. Combining genotype, phenotype, and environmental data to delineate site-adjusted provenance strategies for ecological restoration. bioRxiv:2019.12.11.872747. DOI: 10.1101/2019.12.11.872747.
DOI: 10.6084/m9.figshare.22682512.v2
title: Dataset for the article titled 'Automatic Identification of Individual Nanoplastics by Raman spectroscopy based on Machine Learning'

description: <strong>Establishment of nanoplastic dataset. </strong> The spectra included in the nanoplastic database were obtained directly from the plastic samples. To establish the internal Raman spectral dataset, a total of 1,000 individual nanoparticles were examined, encompassing five common plastic contaminants, namely Polyethylene (PE), polytetrafluoroethylene (PTFE), Polystyrene (PS), polymethyl methacrylate (PMMA) and Polyvinyl chloride (PVC). For each specific plastic category, 200 nanoparticles were selected for subsequent analysis. <br> <strong> </strong><strong>Content</strong><strong> </strong> In each txt file corresponding to a Raman spectrum, the first two columns are the corresponding X and Y coordinates, respectively. The columns are: X-coordinate - wavenumber, Y-coordinate - Raman signal intensity. <br> More data are available upon request for research purposes only. Please send an email to zhanglw@fudan.edu.cn with a brief description of the purpose of use and your request for more data.
DOI: 10.17632/8nvgtrkzdm
title: SARS-CoV-2 Intra-host Mutational Landscape: A Curated Dataset of iSNVs

description: This dataset, derived from 128,423 high-quality SARS-CoV-2 NGS libraries, represents a comprehensive and precise collection of intra-host single nucleotide variants (iSNVs) processed through a rigorous workflow to ensure accuracy and reliability. Key steps include stringent quality control, variant calling, application of metrics like Strand Bias Likelihood (S) and Alternative Allele Frequency (AAF) for artifact removal. This iSNV dataset, refined to exclude sequencing artifacts, offers a valuable resource for understanding SARS-CoV-2 intra-host mutational dynamics. We also provide a file with the recommended genomic positions to mask for accurate iSNVs calling. The 477 genomic positions are highly recurrent strand bias artifacts.
DOI: 10.6084/m9.figshare.1480974.v1
title: Participant Information

description: Characteristics of bilingual and monolingual participants.
DOI: 10.6084/m9.figshare.28692695.v2
title: Suplememtary Materials

description: Lai et al., Correlation Analysis Between IFIT2 and HLA Class II in Oral Cancer.Supplementary Table 1. Associations of IFIT2 and clinical variables in tumors from patients with oral cancer.Figure S1: There was no significant difference in the proliferation rate after <i>in vivo</i> inoculation. (A) Schematic illustrating the generation of the clonal sublines from CLA27cells. (B) Representative images of sublines after <i>in vivo</i> selection under phase contrast and fluorescence microscopy. Bars = 50 μm. (C) The proliferation rate was evaluated using the colony formation assay. Cells in logarithmic growth were harvested and reseeded (1,000 cells per 100-mm dish) in triplicate and incubated for 10 days. Colonies of more than 50 cells were counted after fixation in methanol and stained with 10% Giemsa solution.Figure S2: Flow chart of the microarray data analysis. ShCTRL: parental CAL27 cells expressing the lentiviral pGIPZ vector; shIFIT2-1, and -2: sublines of parental CAL27 cells expressing the lentiviral IFIT2-pGIPZ vector; shCTRL-T1 and T2: primary tumor clones derived from two shCTRL xenograft tissues; shIFIT2-T: primary tumor clone derived from shIFIT2 xenograft tissue; shIFIT2-M1 and -M2: different metastatic clones derived from two metastatic tumors derived from shIFIT2 cells after tail vein inoculation. Figure S3: mRNA levels of HLA class II molecules in HNC based on the sample type obtained from the TCGA database.Figure S3. mRNA levels of HLA class II molecules in HNC based on the sample type obtained from the TCGA database.
DOI: 10.6084/m9.figshare.5126977.v1
title: Supplementary Material for: Total or Subtotal Colectomy in Patients Undergoing Surgery for Primary or Recurrent Epithelial Ovarian Cancer

description: <b><i>Background: </i></b>There is controversy as to whether performing a total or subtotal colectomy is justified in patients with advanced ovarian cancer, given its potential for morbidity and a negative effect on long-term quality of life. The aim of this study was to assess the perioperative complications, mortality and outcomes of patients who underwent total or subtotal colectomy as part of the surgical procedure for primary or recurrent epithelial ovarian cancer. <b><i>Patients and Methods: </i></b>All patients who had undergone surgery including a total or subtotal colectomy for advanced or recurrent ovarian cancer between 2005 and 2013 at our institution were retrospectively identified. <b><i>Results: </i></b>In this time period, 339 patients underwent surgery for epithelial ovarian cancer, which in 11 (3%) patients included a total or subtotal colectomy. Severe grade 3-4 postoperative complications occurred in 3 (27%) patients, and 1 (9%) patient died within 60 days of surgery. <b><i>Conclusion: </i></b>A total or subtotal colectomy is associated with increased but acceptable morbidity in selected patients undergoing primary cytoreductive surgery. However, in the recurrent/palliative setting, total or subtotal colectomy should be avoided as the prognosis is poor and the morbidity outweighs the clinical benefit.
DOI: 10.6084/m9.figshare.5480875.v1
title: The effect of leg-to-body ratio on male attractiveness depends on the ecological validity of the figures

description: The data that are reported in the paper "The effect of leg-to-body ratio on male attractiveness depends on the ecological validity of the figures" by Versluys, T.M.M., & Skylark, W.J.
DOI: 10.17632/964jznnhnh
title: Data for: AC Losses Calculation of Bi-2212 Cable-in-Conduit Conductor Used in CFETR

description: The '.xlsx' file of Ph&tau_sub-cable contains the hysteresis loss with dB/dt of 0.01 T/s and the coupling time constant of sub-cables of Bi-2212 CICC, the '.xlsx' file of tau_wire contains the coupling time constant of the Bi-2212 round wire, and the '.xlsx' file of Pc contains the coupling time constant with dB/dt of 0.01 T/s.
DOI: 10.6084/m9.figshare.1197191.v1
title: Distance-based sampling of birds

description: The dataset was collected at 3pm on York University campus in the Danby woodlot and in the grassland to the south of the woodlot. A 25 foot transect tape was placed on the ground and the researcher walked the length of it while visually scanning the area for birds and listening for bird song. When a bird was located, the point of the 25 foot transect the researcher had reached was recorded, as well as bird species, and number of birds of the same species seen within 75 feet of each other. Distance (in feet) between the bird and the transect was estimated and recorded. Wind was rated using the Beaufort wind scale. The transect tape was then placed again in a different location in a parallel direction to the previous, and the procedure was repeated. This was done for a total of ten transects, five in the woodlot and five in the grassland.
DOI: 10.6084/m9.figshare.17109365.v1
title: readme.md

description: tissue-specific single-cell read count data showing the changes with parabiosis
DOI: 10.6084/m9.figshare.19319783.v3
title: NOMAD Chemical Formulas and Calculation IDs

description: <i>all-formula.csv</i> contains two columns: <i>calc_id</i> (Calculation ID) and <i>formula</i> (Chemical Formula). These were restricted to VASP DFT calculations, and do not include noble gases nor radioactive elements. Some calculation IDs have missing chemical formulas. The list has also been filtered down to unique (non-reduced) chemical formulas in <i>unique-formula.csv</i> along with the <i>calc_id</i>-s for each unique formula. No structural information is included directly in this data. REALLY, what you're probably interested most in is <i>unique-reduced-formula.csv</i>. because it is the most curated and is directly usable with e.g. <i>pymatgen</i>. What this contains is three columns: <i>calc_id</i>, <i>reduced_formula</i>, and <i>factor</i> which correspond to the Calculation ID, the reduced formula (e.g. Si2O4 --&gt; SiO2), and the factor (e.g. for Si2O4 --&gt; SiO2 the factor is 2). The formulas were first parsed via <i>pymatgen.core.Composition</i> class. Going from <i>all-formula.csv</i> to <i>unique-formula.csv</i> to <i>unique-reduced-formula.csv</i> gives 11680557 --&gt; 764431 --&gt; 695612 rows.<br>Finally, <i>bad-formula.csv</i> just contains the formulas that were skipped during processing (i.e. couldn't be processed with <i>pymatgen.core.Composition</i> for various reasons, 15 in total).<br><br>The data was downloaded on 2022-03-07. See the links below (esp. <i>nomad-examples</i> GitHub repository) for details on the data download and filtering process.
DOI: 10.6084/m9.figshare.20237529.v1
title: forming data.rar

description: magnesium alloy sheet, stretch forming, high temperatures
DOI: 10.6084/m9.figshare.25451908.v1
title: The detailed results of model comparison between basline models and pepMTL in RT, CCS, MS/MS prediction

description: This is a record file of the running results of the pepMTL model in the article "pepMTL: a synchronous multi-properties predictor for peptides enabled by multi-task framework and pre-trained protein language model", as well as the various benchmark models in RT, CCS, and MS/MS aspects. By carefully tiling the results of the run and saving the tiling results in the xlsx file.这是文章 "pepMTL: a synchronous multi-properties predictor for peptides enabled by multi-task framework and pre-trained protein language model"中pepMTL模型以及RT、CCS、MS/MS方面各个基准模型的运行结果的记录文件。通过对运行结果进行仔细整理,并将整理的结果保存在了xlsx文件中。
DOI: 10.6084/m9.figshare.29002475.v1
title: 1.8. X2 Cronbach's Alpha Pre-test (Underlying Data) - Doomscrolling and Information Overload on Generation Z: Examining the Link Between Excessive Digital Media Consumption and Stress Level

description: Pre-test analysis X2 variable (information overload) results using IBM SPSS Statistics 26 for research title "Doomscrolling and Information Overload on Generation Z: Examining the Link Between Excessive Digital Media Consumption and Stress Level".
DOI: 10.6084/m9.figshare.3527573.v1
title: Appendix A. Two-staged Lotka-Volterra model for the additive and substitutive experiments.

description: Two-staged Lotka-Volterra model for the additive and substitutive experiments.
DOI: 10.6084/m9.figshare.19403489.v1
title: Supplementary Material ECIS 2022 Meckenstock et al. 2022

description: Contains additional Material for the Submission: The business value of agile software development: Results from a systematic literature review (Meckenstock et al. 2022).
DOI: 10.6084/m9.figshare.27198759.v1
title: Pancreatic endocrinogenesis dataset

description: This is the RNA-seq (with multimodal embedding) part of the multiome dataset published with "Mapping cells through time and space with moscot". The full data is available via GEO accession code GSE275562.
DOI: 10.17632/9mxf9tshv6
title: Dataset on Distance Learning's Evaluation during the Cronavirus's Outbreak in Morocco

description: The Dataset concerns an empirical reseach about Distance Learning's Evaluation during the Cronavirus's Outbreak in Morocco. A questionnaire was completed by 286 trainers and students studying in the Moroccan Specialized Institutes of Applied Technology. They are from a wide variety of departments in the Vocational Training Department. An Exploratory Factor Analysis (EFA), using SPSS Statistics, was conducted to examine the reliability and the validity of the measurement model. The quantitative analysis was completed by semi-structured interviews.
DOI: 10.6084/m9.figshare.21173509.v1
title: Orthologous clusters between mouse and rat identified by OrthoFinder

description: The output of orthologous clusters between mouse and rat by OrthoFinder
DOI: 10.6084/m9.figshare.24792570.v1
title: <b>Chromosomal-level genome assembly of golden birdwing </b><b>Troides aeacus</b><b> (Felder & Felder, 1860)</b>

description: The golden birdwing Troides aeacus (Lepidoptera, Papilionidae) is a large swallowtail butterfly widely distributed in Asia. Despite its occurrence, T. aeacus has been assigned as a major protective species in many places given the loss of their native habitats under urbanisation and anthropogenic activities. Nevertheless, the lack of its genomic resources hinders our understanding of their biology, diversity, as well as carrying out conservation measures based on genetic information or markers. Here, we report the first chromosomal-level genome assembly of T. aeacus using a combination of PacBio SMRT and Omni-C scaffolding technologies. The assembled genome (351 Mb) contains 98.94% of the sequences anchored to 30 pseudo-molecules. The genome assembly also has high sequence continuity with contig length N50 = 11.67 Mb and L50 = 14, and scaffold length N50 = 12.2 Mb and L50 = 13. A total of 24,946 protein-coding genes were predicted, and high BUSCO score completeness (98.8% and 94.7% of genome and proteome BUSCO lepidoptera_odb10 genes, respectively) was also revealed. This high-quality genome offers a new and significant resource for understanding the swallowtail butterfly biology, as well as carrying out conservation measures of this ecologically important lepidopteran species.BioProject PRJNA973839 https://www.ncbi.nlm.nih.gov/bioproject/PRJNA973839<br>Assembly GCA_032854445 https://www.ncbi.nlm.nih.gov/datasets/genome/GCA_033220335.2
DOI: 10.6084/m9.figshare.26143243.v1
title: <b>Microplastic pollution promotes soil respiration: a global-scale meta-analysis</b> (GCB Appendix Dataset )

description: The dataset of the papre "Microplastic pollution promotes soil respiration: a global-scale meta-analysis".
DOI: 10.6084/m9.figshare.7763627.v2
title: Ovarian cancer profile for OmicsSIMLA

description: This file includes profiles used to simulate a multi-omics dataset for OmicsSIMLA.
DOI: 10.6084/m9.figshare.26076420.v1
title: HiGTS_2002s3

description: HiGTS is a high temporal resolution global gridded dataset of human thermal stress metrics. Derived using climate variables from ERA5-Land and ERA5, the HiGTS consists of hourly gridded maps of Universal Thermal Climate Index (UTCI), Universal Thermal Stress (UTS), and daily Thermal Stress Duration (TSD) at 0.1° × 0.1° spatial resolution over the global land surface.HiGTS_2002s3 contains the data from July 1, 2002 to September 30, 2002.
DOI: 10.17632/6xtgkhsbds
title: A study of MapToCleave: high-throughput profiling of microRNA biogenesis in living cells. Kang et al. : Count table of MapToCleave hairpins tested in HEK and NIH 3T3 cells

description: count_table_of_MapToCleave_hairpins_in_HEK_and_NIH3T3.txt, Related to Figure 1. 
The RNA and DNA expression of hairpins in human HEK-293T and mouse NIH/3T3 cells, which was measured as described in the method section “MapToCleave sequence data quality control and pre-processing”. The sample ID provides information on cell type, replicate number, mock or transfection, transfection concentration, the amount of RNA materials for Illumina library preparation, with or without FACS sorting and RNA or DNA counts. For example, the sample ID “HEK_R1_mock_0x_1000ng_NOR.sRNA” means that the sample is from human HEK-293T cells, replicate 1, mock, 0 transfection concentration, 1000ng RNA materials were used for library preparation, without FACS sorting and RNA counts.
DOI: 10.17632/r4vr38m59n
title: metabolicimplication

description: This repository includes patients data obtained in the study named "The metabolic implication of the breast reduction surgery". It is a spss file.
DOI: 10.6084/m9.figshare.11303546.v1
title: Raw Data from Network analysis reveals underlying syntactic features in a vocally learnt mammalian display, humpback whale song

description: This file contains the data used in this study
DOI: 10.6084/m9.figshare.29064680.v1
title: Single cell RNA-Seq of MC38 tumors in responder and non-responder CCF1 lines

description: In this study we investigated variation in responsiveness to anti-PD-1 using a model where we implanted the MC38 colorectal cancer cell line in genetically diverse host mice. To quantify differences in single cell gene expression between tumors from responder and non-responder lines, we profiled tumors from each of three responder lines and three non-responder lines. <br>
DOI: 10.6084/m9.figshare.7557173.v1
title: KASP_Primers.xlsx

description: KASP primer sequences
DOI: 10.17632/dcfgkb7rzk
title: Impact of Communicable Diseases on the Nursing Student’s Performance During Clinical Training

description: This research is about impact of communicable disease on students performance during clinical training