cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/4rzcgcsfgg
title: A SURVEY ON THE IMPACT OF LOCKDOWN ON RETAIL BUSINESS

description: The whole world is passing through an unprecedented situation since 2020 due to the COVID pandemic. Retail businesses in India were massively disrupted due to demand-supply shock and disruption of the supply chain. In the present study, an attempt was made to observe how the pandemic had affected the retail businesses, their turnover, their customers’ preferences, their discount policies, etc. through a representative survey conducted in and around Kolkata. For the purpose of the study two sets of cross-sectional data were collected with the help of questionnaire. It was observed from the study that most of the retail businesses, especially non-essential retail segments were adversely affected due to decline in monthly average turnover, less number of customers’ visit to retail stores and less amount of money spent on it. Demand of essential products like groceries, medicines, agricultural products, foods hygiene products etc. increased during the period of crisis. Consumers focused more on value based purchasing that they shifted their spending pattern from grooming products to personal care hygiene products.
DOI: 10.17632/8sc66m9r7s
title: OTSLM toolbox for Structured Light Methods

description: We present a new Matlab toolbox for generating phase and amplitude patterns for digital micro-mirror device (DMD) and liquid crystal (LC) based spatial light modulators (SLMs). This toolbox consists of a collection of algorithms commonly used for generating patterns for these devices with a focus on optical tweezers beam shaping applications. In addition to the algorithms provided, we have put together a range of user interfaces for simplifying the use of these patterns. The toolbox currently has functionality to generate patterns which can be saved as a image or displayed on a device/screen using the supplied interface. We have only implemented interfaces for the devices our group currently uses but we believe that extending the code we provide to other devices should be fairly straightforward. The range of algorithms included in the toolbox is not exhaustive. However, by making the toolbox open sources and available on GitHub we hope that other researchers working with these devices will contribute their patterns/algorithms to the toolbox.
DOI: 10.17632/c66mjcnkwy
title: ACTIV — A program for automatic processing of gamma-ray spectra

description: Title of program: ACTIV Catalogue Id: ABAC_v1_0 Nature of problem Program ACTIV is intended for precise analysis of gamma-ray and X-ray spectra and allows the user to carry out the full cycle of automatic processing of a series of spectra, i.e. calibration, automatic peak search, determination of peak positions and areas, identification of the radioisotopes and the transformation of the areas found into masses of isotopes in the irradiated sample. ACTIV uses a complex mathematical technique and is oriented mainly to large computers, but using overlaid loading, ... Versions of this program held in the CPC repository in Mendeley Data ABAC_v1_0; ACTIV; 10.1016/0010-4655(82)90060-1 ABAC_v2_0; VACTIV; 10.1016/j.cpc.2013.01.005 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.6084/m9.figshare.24187569.v1
title: RNA-seq Salmon results

description: Count table derived from frontal RNA-seq dataset of the RiMod-FTD data resource (https://www.rimod-ftd.org/).The data was processed in the following way:Raw FastQ files were processed using the RNA-seq pipeline from nf-core (nf-core/rnaseq v1.3), with trimming enabled. Gene quantification was subsequently done using Salmon (v0.14.1) on the trimmed FastQ files. The files of this data item correspond to the raw output of Salmon.
DOI: 10.17632/kwxmg79nwd
title: XRD pattern for prinstine NMC811

description: XRD pattern for prinstine NMC811. The pattern shows that the sample was single phase LiNi0.8Mn0.1Co0.1O2
DOI: 10.17632/xj2v49zt26
title: Manually Annotated High Resolution Satellite Image Dataset of Mumbai for Semantic Segmentation

description: The dataset was created from high-resolution, true-color satellite imagery of Pleiades-1A acquired on March 15, 2017. Pleiades is an Airbus product that provides imagery with a 0.5m resolution at different spectral combinations. A total of 110 patches of size 600×600 pixels were selected by visually eyeballing random locations in the city that contain a wide variety of urban characteristics such as vegetation, slums, built-up, roads, etc. The patches were manually annotated with polygons using Intel’s Computer Vision Annotation Tool (CVAT). Six unique classes were used to categorize the images, namely (1) vegetation; (2) built-up; (3) informal settlements; (4) impervious surfaces (roads/highways, streets, parking lots, road-like areas around buildings, etc.); (5) barren; and (6) water. In addition to these six major classes, the dataset also contains another class termed ‘Unlabelled’, which makes up only 0.08% of the dataset. It primarily consists of airplanes and a few other obscure spots and structures. Each 600×600 pixels patch was further divided into 120×120 pixels sized tiles with 50% horizontal and vertical overlapping, making a total of 8910 tiles. This helped generate more training data that would result in better classification. Out of the total 8910 annotated patches, 80% of patches (total: 7128) are present in the training set, 10% as the validation set (total: 891), and the remaining 10% for testing (total: 891).
DOI: 10.25452/figshare.plus.28824257.v1
title: Retinal Pigment Epithelium (RPE) Intensity Stacks

description: This item contains intensity stacks of cells, nuclei, and organelles.<b>Dataset description:</b>The dataset contains images of retinal pigment epithelium (RPE) cells derived from 16 isogenic iPSC lines expressing proteins tagged with a fluorophore.<br>Each cell line was seeded in a row of a 96-well plate. For every row:Well numbers 02 to 06 – Cells treated with PGE2Well numbers 07 to 11 – Cells treated with HPI4<br>Six fields of view were acquired within each well with no tile overlap. They were evenly distributed around the well, and no field of view was placed at the very center of the well or at the edges as these locations may introduce a bias in the cell phenotype.Each cell line was imaged once a week for four weeks (W1-W4)The z-stacks contain three channels:– Actin cytoskeleton<br>– Nuclear DNA<br>– Organelle of interest<br>Voxel dimension: 0.217 x 0.217 x 0.500 µm (xyz)File name convention:<br>Ex: P1-W2-LAMP1_B02_F001.tif<br>Plate # (1 to 5) - Week # (1 to 6) - Organelle of interest _ Well # (02 to 11) _ Field of view # (001-006)<br>
DOI: 10.4225/49/576c8ba706ac9
title: Sample MOZART model output

description: A limited area subset from MOZART model output. MOZART is a global chemistry-transport model.<br>- Dimensions: 9 x 10 grid-points in the horizontal (38.8S to 21.8S and 140E to 160E, 56 vertical levels, 172 time-points. <br>- 77 variables with these four dimensions<br>- Time period: 2011-02-01 to 2011-03-16<br>- Source: http://www.acom.ucar.edu/wrf-chem/mozart.shtml<br><br>Credit should be given to the accompanying reference or the authors of the website listed above.<br><br>
DOI: 10.6084/m9.figshare.24777858.v1
title: <b>Post-traumatic stress, </b><b>post-traumatic growth, </b><b>cognitive fusion, and intolerance of uncertainty: Data from April-November 2020</b>

description: Longitudinal data were collected via self-report at three points in time from Amazon Mechanical Turk Workers (MTurk) in the United States between April and November of 2020 (mid April, late June, and late October-early November). Variables include the Posttraumatic Growth Inventory ("Time2PTGtotal" and "Time3PTGtotal"; 21 items; Likert scale 1-6), the Intolerance of Uncertainty Scale ("Time1ROUStotal"; 12 items; Likert scale 1-5), the Impact of Events Scale – Revised ("Time1IOESRtotal"; 22 items; Likert scale 1-5), and the Cognitive Fusion Questionnaire-7 ("Time1cfqtotal5"; 7 items on a Likert scale 1-5). Demographic variables include age ("Time1Age" and "Time2Age"), sex ("Time1Sex"; 1=female, 2=male), annual income ("Time1Annual_Income"), race ("Time1Race"; 1=Hispanic/Latino, 2=White, 3=Black or African American, 4=Asian, 5=Native Hawaiian or other Pacific Islander, 6=American Indian or Alaska Native, 7=two or more races, 8=choose not to self-identify race/ethnicity), whether the respondent has children ("Time1Children"; 1=no, 2=yes), and whether the respondent has a current medical condition that is not COVID-19 ("Time1Illnesses"; 1=no, 2=yes). There are two datasets. One includes individuals who responded to the first two time points (N = 151; "PTG-covid2020_Time2.xlsx"). The other includes individuals who responded to all three timepoints (N = 78; "PTG-covid2020_Time3.xlsx"). Note that participant identification numbers in each dataset do not correspond to one another (variables "ID" and "Participant_ID"). Individuals who responded to only the first time point are not included in either dataset. Data for all participants at the first time point, regardless of whether they responded to any subsequent timepoints, are publicly available at Harvard Dataverse: https://doi.org/10.7910/DVN/UDHBOB
DOI: 10.6084/m9.figshare.26780326.v2
title: <b>Data_used_in_mosquito_study</b>

description: <b>All </b><b>datasets</b><b> used for the, annotations, </b><b>differential</b><b> expression analysis, </b><b>enrichment</b><b> analysis, and DNA binding and lncRNAs identification.</b><br><b>The DE directory contains:</b>count matrices computed using featureCounts of the Subread R package and used for the differential expression analysis for the , <i>WT</i> vs. <i>epox</i><i> </i><sup><em>-/- </em></sup>mutant (featureCounts_counts_matrix_WTvsepox.txt) and WT across timepoints comparisons (featureCounts_counts_matrix_WTacrosstimepoints.txt)complete tables with the DE results for the <i>WT</i> and <i>epox</i><i> </i><sup><em>-/-</em></sup> mutant (DE_lgFC2_FDR0.01_WTvsepox.xlsx), <i>WT</i> across timepoints (DE_lgFC2_FDR0.01_WTacrosstimepoints.xlsx) comparisonsEggNog annotations used for the enrichment analysis (MM_5wcdadnx.emapper.annotations.csv)full table with the outputs of the enrichment analysis for the clusters recovered by the k-means algorithm (KmeansEnrichmentGOterms.xlsx)<b>The DNAbinding_lncRNAs </b><b>directory </b><b>contains:</b>output of the search for the DNA binding proteins with the Zinc-finger domains using ZnF-Prot (ZnF-Prot.txt)output of the CPC2 analysis (result_cpc2_fruitfly.txt)output of the LncDC analysis (lncdc_AA_selftrained_withSSF.csv)output of the search for the motifs in the differentially expressed lncRNAs using MEME-suite (MEME-DEGs_out.txt)the list of lncRNAs that could serve as regulators of genes that mediate juvenile hormone action (lncRNAs_genes_of_intrests.xlsx)The summary of the search for DNA binding proteins, transcription factors and zinc finger domains (DBPs_TFs_DEGs_ZnFs.xlsx)<b>The HPLC_MS_MS_Figure6 </b><b>directory </b><b>contains:</b>Individual data values of ecdysteroids titers used for Figure 6 (Ecdysteroids_titers_sum.xlsx)<b>The delay_genes_Additional_file_8 directory contains:</b>Individual data values of delay genes used for Additional file 8 (delay_genes_data_used_for_Additional_figure_8.xlsx)<b>The VMPs_Figure5_Additional_file_6 </b><b>directory contains:</b>Individual data values of VMPs used for Figure 5 and Additional file 6 (VMPs_data_used_for_Figure5_and_Additional_file6.xlsx)<br>
DOI: 10.6084/m9.figshare.12547931.v1
title: JVASP-39090 to JVASP-39834

description: JARVIS-DFT input/output files
DOI: 10.6084/m9.figshare.15023097.v5
title: Nebbiolo CVT71

description: Nebbiolo genome assembly and annotation
DOI: 10.6084/m9.figshare.24647718.v1
title: Data analysis of ivermectin plasma and whole blood method validation

description: Determination of ivermectin in plasma and whole blood using LC-MS/MS
DOI: 10.6084/m9.figshare.25568772.v1
title: Primary residential real estate price dynamics for similar development projects of multi-story residential complexes implemented in Kyiv in 2018 - 2021

description: Collected sample of primary residential real estate prices for similar development projects of multi-story residential complexes implemented in Kyiv in 2018 - 2021 together with further determination of relevant statistical and economic indicators.
DOI: 10.17632/3wycy5ty7m
title: Data for: Long-term fertilization rather than plant species shapes rhizosphere and bulk soil prokaryotic communities in agroecosystems

description: These are the results on V4 16S amplicon high-throughput Illumina sequencing of bulk soil and rhizosphere prokaryotic communities under long-term organic and mineral fertilization. Description of the experiment and indexes of the collected samples are described in the manuscript "Long-term fertilization rather than plant species shapes rhizosphere and bulk soil prokaryotic communities in agroecosystems".
DOI: 10.17632/fzp5wx28kw
title: Useful energy of LiNiMnCoO2 2600 mAh cells (from SOH =100% to SOH=80%)

description: The dataset contains the results of aging measurements of 23 lithium-ion cells (NMC with a rated capacity of 2600 mAh and rated voltage of 3.63 V) operating under various load and temperature conditions during full equivalent cycle (FEC).  The data shows the influence of the cyclic operation parameters (average cell temperature during full cycle, discharging current, depth of discharge, average charging current and performed FECs) on degradation of relative useful energy cycle by cycle.
Use of this data for publication purposes should include reference to the following article that describe the experiments conducted for generating the data:
Damian Burzyński
"Useful Energy Prediction Model of a Lithium-ion Cell Operating at Various Duty Cycles" 

If you have any questions about the dataset, please contact (e-mail: damian.burzynski@put.poznan.pl)
DOI: 10.6084/m9.figshare.19390712.v1
title: Single cell RNAseq clustering supporting data

description: The exemplary dataset 390c_wctype refers to the sample 390c and, in the counts table, cell names include the cell type assignment, i.e TGACTAGGTTCCACAA.Treg, (. This dataset is part of 41,650 cells isolated from the caeacum, transverse colon and sigmoid colon of 5 individuals, which is one of the datasets constituting the gut atlas transcriptome. @font-face {font-family:Helvetica; panose-1:0 0 0 0 0 0 0 0 0 0; mso-font-charset:0; mso-generic-font-family:auto; mso-font-pitch:variable; mso-font-signature:-536870145 1342208091 0 0 415 0;}@font-face {font-family:"Cambria Math"; panose-1:2 4 5 3 5 4 6 3 2 4; mso-font-charset:0; mso-generic-font-family:roman; mso-font-pitch:variable; mso-font-signature:-536869121 1107305727 33554432 0 415 0;}p.MsoNormal, li.MsoNormal, div.MsoNormal {mso-style-unhide:no; mso-style-qformat:yes; mso-style-parent:""; margin:0cm; mso-pagination:widow-orphan; mso-hyphenate:none; font-size:12.0pt; font-family:"Times New Roman",serif; mso-fareast-font-family:"Times New Roman";}a:link, span.MsoHyperlink {mso-style-priority:99; color:#0563C1; mso-themecolor:hyperlink; text-decoration:underline; text-underline:single;}a:visited, span.MsoHyperlinkFollowed {mso-style-noshow:yes; mso-style-priority:99; color:#954F72; mso-themecolor:followedhyperlink; text-decoration:underline; text-underline:single;}.MsoChpDefault {mso-style-type:export-only; mso-default-props:yes; font-family:"Calibri",sans-serif; mso-ascii-font-family:Calibri; mso-ascii-theme-font:minor-latin; mso-fareast-font-family:Calibri; mso-fareast-theme-font:minor-latin; mso-hansi-font-family:Calibri; mso-hansi-theme-font:minor-latin; mso-bidi-font-family:Calibri; mso-bidi-theme-font:minor-bidi; mso-fareast-language:EN-US;}.MsoPapDefault {mso-style-type:export-only; mso-hyphenate:none;}div.WordSection1 {page:WordSection1;}
DOI: 10.6084/m9.figshare.24463240.v1
title: Stream Reach Evaluation and Metrics - Geometry (STREAM-geo)

description: STREAM-geo provides river geometry data for nearly 2.7 million NHDPlus stream reaches across the contiguous US. This newly assembled dataset provides, to our knowledge, the best available predictions of river width and river depth for all NHDPlus stream reaches. In addition to river depth and width, STREAM-geo also provides both reach-scale predictions of the river width-to-depth ratio and river surface area, and HUC8-scale estimates of the percent river and stream surface area (%RSSA). This dataset is derived from our river geometry data-driven approaches, using publicly available catchment and channel characteristics datasets, and an unprecedentedly large continental-scale river geometry observation database.
DOI: 10.6084/m9.figshare.24936051.v1
title: Procrastination, Employability, and Delayed Adulthood of University Students in Poland

description: This empirical research examines links between temperament, procrastination tendencies, and perceived employability among Polish university students. Contextual factors impacting Polish higher education are first discussed, including fluctuating enrollment rates and graduate underemployment.
DOI: 10.17632/hjxkyzz4ht
title: Desarrollo de un plan estratégico de comunicación interna y externa en la empresa Orange Corp.

description: Trabajo de grado para optar por el titulo de Comunicadora Social.
DOI: 10.6084/m9.figshare.1189281.v1
title: S5 sandstone

description: Micro-CT image of S5 sandstone and extracted networks (Dong and Blunt, 2009, DOI: http://dx.doi.org/10.1103/PhysRevE.80.036307) The image can be visualised by opening the Nrrd header file S5.nhdr in visualization software such as Paraview or ImageJ (http://fiji.sc/Fiji), You can also open the S5.nhdr file in a text editor to see the image and voxel sizes. See the link provided for further information.
DOI: 10.6084/m9.figshare.25480066.v1
title: Supplementary Material for: Physical activity moderates the relationship between cardiovascular disease risk burden and cognition in older adults

description: Introduction
Older individuals with higher cardiovascular disease (CVD) burden have a higher risk for accelerated cognitive decline and dementia. Physical activity (PA) is an inexpensive and accessible preventive measure to CVD, cognitive impairment, and dementia. The current study examined (1) whether PA moderates the relationship between CVD burden and cognition and (2) whether the moderating effect of PA differs by race/ethnicity groups and by APOE-ɛ4 status. 

Methods
Our cross-sectional study included participants from the Washington Heights-Inwood Columbia Aging Project (WHICAP), a multi-ethnic, community-based, longitudinal study on aging and dementia among individuals aged 65 years and older who reside in northern Manhattan. All participants underwent an interview and a neuropsychological assessment for global cognition, memory, language, visuospatial, and speed functioning.

Results
In 2122 older individuals without dementia, having higher CVD burden was associated with worse cognitive scores for global, language, speed, and visuospatial cognitive functions. PA mitigated the relationship between CVD burden and visuospatial function. Furthermore, PA mitigated the association of CVD burden with global cognition, language, and visuospatial functions in APOE-ɛ4 carriers, but not in non-carriers. 

Discussion/Conclusion
Our study suggests that PA may mitigate the negative association between CVD and cognition, especially in APOE-ɛ4 carriers. The moderating effect of PA did not differ by race/ethnicity.
DOI: 10.6084/m9.figshare.3840429.v1
title: Plot Files for Motion Analysis of a Device Including a Disk and Two Slender Bars With a Design Change for Full Disk Revolution

description: Python scripts and data files to generate 3 panels with 4 plots showing various kinematical parameters for motion analysis of a planar mechanism.
DOI: 10.6084/m9.figshare.23734080.v2
title: The Kenyan sleep study, participant's responses

description: This is a dataset information about the participants of the study.
DOI: 10.6084/m9.figshare.24495247.v2
title: Input files for VASP and data for figures

description: Input files for VASP and data for figures for RuO2 and OsO2.
DOI: 10.6084/m9.figshare.26131450.v1
title: Eucalyptus regnans genes

description: Eucalyptus regnans genes, as predicted by BRAKER2 using gene homolgy.
DOI: 10.6084/m9.figshare.26190539.v1
title: Supplementary Material 1

description: List of single-copy genes used for genomic phylogeny of the genus <i>Actinoplanes</i>.
DOI: 10.17632/jzz5yytz5x
title: The oxygen isotope compositions of large numbers of small cosmic spherules: Implications for their sources and the isotopic composition of the upper atmosphere

description: Table A. Bulk chemical composition (wt%) of the cosmic spherules analyzed for oxygen isotope studies. Table B. Elemental composition (wt%) of the bead from cosmic spherules analyzed for oxygen isotopes studies.
DOI: 10.6084/m9.figshare.14887932.v2
title: b5text_processed_lemmatised

description: processed and lemmatised manufacturing text data relevant to 5 classes of parts: bearings, collet, sprocket, bolt, spring webscraped from different web based platforms like mcmaster carr, traceparts etc.
DOI: 10.6084/m9.figshare.23613471.v1
title: lowbirthweight.sav

description: Low birth weight in HIV infant
DOI: 10.6084/m9.figshare.24132918.v1
title: Untitled Item

description: The following data are demographic and examination data for Type 2 DM patients. Laboratory results include BGL, HbA1B, total cholesterol, HDL, and LDL triglycerides. Then the results of the Nitric oxide (NO) and VEGF examinations
DOI: 10.6084/m9.figshare.26268268.v1
title: Exposing hidden periodic orbits in scanning force microscopy

description: The nonlinear interaction between the tip of a scanning probe microscope (SPM) and a sample is manifested in the emergence of bifurcations and unstable branches in the frequency response of a driven cantilever. While extensively investigated theoretically, exploring the unstable branch in an actual SPM experiment is lacking so far, reflecting the broader challenge in studying nanoscopic oscillators under strongly varying external forces. Here we demonstrate experimental tracking of unstable periodic orbits between two saddle-node bifurcation points in the attractive regime, revealing the full set of stationary states. This is achieved by a minimally invasive control scheme based on fast adaptive phase extraction and
Fourier discretisation of the tip dynamics. Stabilization of unstable branches of oscillating AFM cantilevers opens avenues for novel experimental modes, potentially enabling ultrasensitive surface detection at considerably large amplitudes with minimal tip-surface interaction, new insights in tip-surface interaction mechanisms, as well as new AFM modes enabling arbitrary setpoint choice while inherently avoiding discontinuities.


Raw data sets corresponding to the named figures in the submitted article as well as complete code required to reproduce the control expiriment using an ADwin real time signal processing unit. For details of data-collection and specifics see methods section
DOI: 10.6084/m9.figshare.28532114.v1
title: <b>Female gender and Quality of Life outcomes in myasthenia gravis: a systematic review and meta-analysis</b>

description: This database contains the reported data from 15 articles exploring the differences in quality of life (QoL) outcomes between men and women living with myasthenia gravis (MG).The purpose of the author of this database was to render the data accessible for those who had an interest in understanding the selection process of these articles within a systematic review meta-analysis, or those who require information on myasthenia gravis for their own research.Out of 37 articles found on PubMed, EMBASE and PsychInfo, 11 were selected as the others did not provide seperate outcome measures for men and women. Subsequently, articles were excluded due to high risk of bias (assessed with the Newcastle-Ottawa scale) and not providing mean and SD of QoL, but Median and IQR. Thus, only 6 articles could be utilized for the analysis.