cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/x6nhfzm9kw.1
title: Study on cavitation performance of waterborne elastomer composite coating in 3.5%NaCl solution

description: The raw data for study on cavitation performance of waterborne elastomer composite coating in 3.5%NaCl solution.
DOI: 10.17632/4f9h87cv5d.2
title: The role of CEO in HR project management: internet survey and correlation analysis

description: The role of CEO in HR project management: survey and analysis
DOI: 10.17632/hgvk669v89.1
title: ACT representative primary microarray samples

description: Arabidopsis thaliana ATH1 raw microarray data (CEL files) were download from ArrayExpress, GEO and NASCArrays. After duplicate and corrupt sample removal, using an in-house PHP script, our dataset consisted of 19,887 unique microarray samples from 1390 studies. Finally, after quality control, 6933 distinct, wild-type, healthy samples were selected. Pairwise sample correlations were calculated using Pearson Correlation Coefficient, using the expression values of 21273 non-obsolete Arabidopsis thaliana genes, in the 6933 previously selected samples. A sample distance matrix was created using the d = 1 – r formula and a sample correlation tree of 6933 sample-leaves was created in Newick format, based on the distance matrix. Then, the tree of 6933 sample-leaves, was programmatically pruned in an iterative procedure using an in-house algorithm trimming close leaves, where in each iteration the leaf with the shortest distance to its first common node was trimmed, leaving 3500 leaves which represent the most distinct samples.
DOI: 10.5281/zenodo.4600679
title: Sheba75 white matter tracts mapping dataset

description: Clinical dataset used in BrainPTM 2021 challenge
DOI: 10.5281/zenodo.4600678
title: Sheba75 white matter tracts mapping dataset

description: Clinical dataset used in BrainPTM 2021 challenge
DOI: 10.17632/gtnmrbtmt4.1
title: Adolescent alcohol binge-drinking induces delayed appearance of behavioral defects in mice

description: Linked to https://doi.org/10.1101/2020.08.11.245878
DOI: 10.17632/k68gd2jwsw.1
title: Data for: MultiMICS

description: Initially, we have congregated a lot of speech data of the students and the staff members’ speeches from our organisation for our experiment. It has been performed using a self-made python program with the help of SoundDevice module, which takes the live audio of the persons, converts it into the numerical data. Finally, we have accumulated the audio clips in the individual user_name folders, saved it as a CSV file format for future processing. We have analysed over the 108 audio-clip contained dataset. The wave views of some speech samples extracted from our dataset. We have demonstrated the extracted spatial features (MFCC) from the speech samples. We have used ~84 data sample for information training resolutions and the residual data ~33, that has been utilised for testing purposes. ESN-driven Music Processing data and several outcomes have additionally been uploaded in this content.
DOI: 10.17632/s6gzrnptsx.1
title: Self-Reported Diet and Health Outcomes of Participants of the CCSVI-Tracking Survey Study

description: Self-Reported Diet and Health Outcomes of Participants of the CCSVI-Tracking Survey Study published in the journal Nutrients in 2021. The CCSVI-Tracking Survey was an initiative of a group of volunteers who met on an early Internet forum on CSSVI. Most of the volunteers suffered from MS and had CCSVI treatment with results that varied from zero to substantial positive effects on MS-related symptoms. The group was fully independent and consulted with medical specialists and social scientists in the development of the survey. The survey was ended after 5 years. The data in this file was primarily from year 1 participation with a few variables on the length of participation and quality of life after 48 months.
DOI: 10.17632/2tc65b728b.1
title: Syamsul Imran

description: Figures and Tables
DOI: 10.17632/b4z8bbnv5h.1
title: A Qualitative Validation of Two Projective Measures of Attachment Network Structure Dataset

description: The following file contains research data in the form of transcripts of interviews that were used in our manuscript titled “A Qualitative Validation of Two Projective Measures of Attachment Network Structure” submitted to The European Journal of Psychological Assessment. The transcripts were anonymized by removing all possible identifying details such as names and locations and replacing them with replacement terms such as (romantic partner). The replacement text has been indicated with the use of parentheses. Information that might have reveal the identity of participants was also removed.
DOI: 10.17632/f7jctrd8jj.1
title: Chlorination Treatment in Common Effluent Treatment Plant: Evaluation of Effectiveness and Acute Toxicity Effects

description: This study is set out to explore the impact of Common Effluent Treatment Plant on the toxicity of the recipient water body and the effectiveness of the Chlorination Treatment. The current work was direct on the different path of chlorination and de chlorination treatment. It's significant for climate and public who utilized these treated water for business or cultivating reason. Shading expulsion treatment tasks are finished by different strategies to lessen shading yet for the current work following chlorination strategy in pilot plant. For the current work twelve path of chlorination and dechlorination are performed. Furthermore, examined different boundaries like PH, Cl, NH3-H, COD, TSS and TDS.
DOI: 10.17632/xnksp9jzgp.1
title: Database of patients with post-acute COVID-19 syndrome

description: This database is a revised version of the database published earlier. It contains additional data gathered by the researchers from the "Victor Babes" University of Medicine and Pharmacy, Timisoara.
DOI: 10.17632/jcgr99zmvg.1
title: Data from Web of science and Scopus in Brazil dentistry (2010-2020): bibliometric analysis with bibliometrix (version 2)

description: Data from Web of science and Scopus about brazilian scientific production in dentistry , 2010-2020. The data were organized and analyzed using Bibliometrix package for R statistical programming language, version 3.1.1.
DOI: 10.17632/mpsbfz389p.2
title: Supplementary Materials for: Large Holocene Ruptures on the Cañada David Low Angle Normal Fault, Baja California, Mexico; Implications for the Seismogenesis of Low-Angle Normal Faults

description: This data set contains complete trench logs PDF format and plain image mosaics of the trench walls with no interpretation in JPG format. Image resolution is 2,950 pixels per meter of trench wall. We provide versions of the trench logs with and without interpretations so others can work with the raw data and evaluate our observations. This data set also includes a detailed description of the ground-penetrating radar surveys performed around and between trenches at the study area along the western flank of Sierra El Mayor. Lastly, this document describes the sampling, preparation and measurement techniques employed to obtain the optically stimulated luminescence geochronology reported in this study. These data show evidence for at least six major surface ruptures during the past 17 ka on the Cañada David detachment, which is a low-angle normal fault in northern Baja California, Mexico. Recurrence intervals show little variability and range from 2.5 to 3 ka. These findings suggest that the seismogenesis and mechanical behavior of this severely misoriented fault are very similar to, if not indistinguishable from, other more optimally oriented faults with similar slip rates. This finding contrasts with the observation that large earthquakes demonstrably associated with such faults are exceedingly rare in catalogs of global seismicity and adds to the controversy surrounding our understanding of how a fault’s orientation affects the conditions for failure.
DOI: 10.17632/t44wybgpr3.1
title: Stable isotope ecohydrology

description: Oxygen and hydrogen isotope in precipitation, soil water, stem water, and leaf water
DOI: 10.17632/y2483n55yr.1
title: How Does Phase Behavior Affect Fluid-Fluid Displacement in Porous Media?

description: data for How Does Phase Behavior Affect Fluid-Fluid Displacement in Porous Media?
DOI: 10.17632/6s4955hx2t.1
title: yang chan

description: the dataes of "Study on mechanism of ShenQi Compound for treating T2DM by integrating network pharmacology,molecular docking analyses and NGS"
DOI: 10.17632/7fsjmyyzj3.1
title: LINF_130008800

description: alpha tubulin; Leishmania infantum
DOI: 10.17632/4rwfnknb4h.1
title: Research data for MG

description: Two in-situ observation datasets about flow velocity and suspended sediment concentration in 2003 and 2018.
DOI: 10.17632/jks3znv54r.1
title: Metamorphic CO2 emissions controlled by extensional tectonics in the India-Asia continental collision zone: Insights from the southern Yadong-Gulu rift, Tibetan Plateau

description: This repository includes video files that show the discharge of hydrothermal waters and gases from Mengzha and Chaduo, southern Yadong-Gulu rift, Tibetan Plateau.
DOI: 10.17632/wbnsf4ydc5.1
title: Light Aircraft Labeled Image Dataset (Object Detection)

description: Benchmark instances containing a large number of labeled video frames for detecting light aircraft operations at non-towered airports The dataset contains video frames of the aircraft operations captured from the runway ends as well as the vicinity of the (end) taxiway-runway connectors
DOI: 10.17632/7h9fftyhgw.1
title: Ideology Paper: Data and Syntax

description: Included are the data sets and syntax files for Studies 1 and 2. Because I used HLM to analyze the data, these models required creating a level one and level 2 file for each dataset. Thus, the datasets labeled "before restructure" include all of the data, whereas the files labeled "lvl1" or "lvl2" refer to the level one and level two files, respectively.
DOI: 10.17632/xk3krh5ffp.1
title: EV-HUVEC standard data

description: mRNA chip assay of HUVECs treated with serum extracellular vesicles from normoxia- or chronic intermittent hypoxia-treated C57BL/6 mice
DOI: 10.17632/zbrmjpdv93.1
title: CIH aorta standard data

description: mRNA chip assay of aortas from normoxia- or chronic intermittent hypoxia-treated C57BL/6 mice
DOI: 10.17632/v3gf5kzxhc.1
title: Oral cancer awareness, attitudes, and barriers among Jordanian adults: A cross-sectional ‎study ‎

description: The attached data was collected and analyzed to evaluate oral cancer and oral cancer screening awareness, attitudes, and barriers among Jordanian adults.
DOI: 10.17632/snynwg59yb.2
title: Covid-19 Employee Productivity in India

description: The dataset for this article was collected during the period April to June,2020 in India to ascertain the factors affecting the employee productivity of the employees working from home during lockdown due to Covid-19, from employees working in both private and public sector organizations across different industries. Based on the inputs from literature survey, a questionnaire was designed to measure the employee productivity of the employees working from home during the pandemic Covid-19. A well-constructed questionnaire was uploaded in the online survey platform and the link to the survey was also distributed using organizational email lists. The collected data was cleaned by removing the invalid, straight-lined responses and mean substitution method was used to replace the missing values resulting in 646 valid responses considered for this study. The dataset has twenty-three items that measure the employee productivity on seven point Likert scale (strongly agree-1 to strongly disagree-7) besides questions related to the demographic profile of the respondents. Items involved in the study were relevant to the factors Upskilling, Interpersonal Relationship, Time availability, Uncertainty and Employee Productivity. Based on the theoretical framework of 'Worker Productivity Model' ,Confirmatory factor analysis (CFA) was used to assess the proposed measurement model and structural equation model (SEM) was used to test the hypothesis about the structural relationship among the latent constructs.
DOI: 10.17632/zdfgd7sfk8.1
title: Paleoenvironment data from manganese nodule

description: Paleoenvironment data
DOI: 10.17632/ng5v92xht3.1
title: Support for improved program integration under rainfed areas

description: UAS Raichur has entered MoU with the project implementing agency, Watershed Development Department, GoK, Bengaluru in January 2014, for the period of six years (2014 - 2019). Sujala-III project funded by the World Bank, to strengthen the science base watershed planning and management in IWMP through soil related constraints and potentials, hydrological and climatic dynamics. It is envisaged to converge innovations and decision support system to help address the needs of rainfed farmers and feed these into the watershed planning and implementation system. The project would strengthen the bottom-up approach in engaging the rainfed farmers with extension delivery systems and agriculture schemes to increase opportunities to adopt new technologies on a novel scientific basis. UAS Raichur is allotted with 430 microwatersheds from Kalburgi, Yadgir and Raichur districts with total outlay of Rs 1681.21 Lakhs. To achieve the objectives Under Component-1 ‘Support for improved program integration under rain-fed areas’ of Sujala-III project, UAS Raichur project is being operated under Directorate of Research, and has established state-of-the-art RS&GIS lab, Soil Testing Laboratory (STL) and Data Centre at Agricultural college, Raichur, and Strengthened the STL at AC, B'gudi, established Socioeconomic lab and STL at AC, Kalaburagi, and also equipped Dept. of Soil Water Engineering at College of Agril. Engineering, Raichur for hydrological and climatic investigations. UAS Raichur has shown substantial progress in physical (430 microwatesheds) and financial (100%). Distributing LRI cards (Soil health +LCC+AWC+ Crop suitability+ LMU) to the farmers covered under these micro watersheds in kannada language and also received appreciations from the WDD and the World Bank Mission team for successful implementation of soil and water conservation measures at Dotikol (Kalburgi), Kolur-Lingera (Yadgir) and Chhatra (Raichur) Sub watersheds in coordination with the KSDA officials. Submitted 65,000 (till December, 2019) LRI Cards to Kalburgi, Yadgir and Raichur project officers of Agriculture Department. The spatial data generated (53 theme based LRI maps for each microwatershed) would help in implementation of suitable crops to land, and hydrological structures to conserve soil and water. Further identification of soil variables influencing crop yield would help beeter management of agricultural inputs and for maintaining land health at cadstral level (1:8000 scale).
DOI: 10.17632/dzdcw2rw5k.1
title: Dataset: A low-cost stand-alone platform for measuring motor behaviour across developmental applications

description: The following datasets contain acceleration data collected by means of both an optical motion capture system (MoCap, Vicon) and the KiD platform. KiD platform utilises a wearable, battery powered device, incorporating an Inertial Measurement Unit (IMU) comprising a three-axis accelerometer, a three-axis gyroscope, a three-axis compass. Data were collected from 20 children, instructed to perform ten cycles of four types of right-hand movements: horizontal, vertical, elliptical and figure-eight. After data collection, both KiD and MoCap data were run through a low-pass Butterworth filter with a 6 Hz cutoff. x-, y-, z-acceleration (Ax, Ay, Az) and acceleration magnitude (Am) were computed for both KiD and MoCap data. In order to evaluate agreement between KiD and MoCap, we computed Intra-class Correlation Coefficients (ICCs, McGraw and Wong, 1996) of Am. We averaged for each time-bin Am across the ten movement cycles of each participant, separately for each movement type. The files "ICC_KiD.xlsx" and "ICC_MoCap.xlsx" contain the data used for ICC analyses. In each file, column A refers to subject ID; column B refers to condition IC, where 1 = horizontal, 2 = vertical, 3 = elliptical, 4 = figure-eight; columns from C-L refer to the acceleration magnitude from 10% to 100% of movement time.
DOI: 10.17632/z28yhxjxnm.2
title: Selelah Okoth

description: The data included herein provides findings from a study on assessment of the level of awareness on premature end of life vehicles and their impacts among households and relevant public and private insititutions within Nairobi City County, Kenya. Data collection was done by developing data collection instruments in which case, semi-structured questionnaires were administered for households while key informant interviews were conducted for public and private insitituions. Stratified sampling was employed in dividing the whole study area with the strata being levels of income (high, medium and low). The fifteen estates which were picked for the study from the three strata were as follows; High income residential estates being Runda, Kileleshwa, Nyayo Embakasi, Ngong and South C; middle income residential estates being Race Course, South B, Buruburu, Utawala, Fedha and Kariokor; and low income residential estates being Kasarani, Umoja, Lucky Summer and Kariobangi. Systematic random sampling was then employed in the selection of households. The questionnaire was administered to 170 households in comliance with the defined income strata. In areas with high concentration of households, the questionnaire was adminsitered in every 10th household, while in sparsely populated areas, the questionnaire was administered in every 15th household.Interviews were conducted for 88 key informants from various institutions. These institutions were categorized by work they do namely; a) policy making institutions i.e. State Department of Environment and State Department of Transport; b) regulators i.e. National Environment Management Authority (NEMA), National Transport and Safety Authority (NTSA), Directorate of Occupational Safety and Health Services (DOSHS), County Government of Nairobi (Environment, Transport and Planning departments), and Traffic Police Department, and Matatu (public service vehicles) Owners Association. Collected data were entered into an MS Excel spreadsheet for cleaning and preparation. The statistical package used (SPSS V.26) was used to analyze the data. The key focus on households and key informants was their understanding of premature ELVs and their level of awareness on management of premature ELVs within the study area. Socio-demographic data particularly gender analysis and duration of stay for households as well as years of experience for key informants were obtained from the respondents. To test the statistical significance of the opinions of the key informants on their awareness of premature ELVs and their impacts, ANOVA test was conducted. A G-test of independence was conducted to test the statistical significance of the awareness level of institutions and households on the existing management mechanisms for premature ELVs. The variable with probability value p of less than 0.05 was considered significant and informed findings and conclusions that should support effective management of premature ELVs including policy actions.
DOI: 10.17632/fswpzp2ybz.1
title: LINF_130009500

description: protein of unknown function - conserved; Leishmania infantum
DOI: 10.17632/kpg98hpz88.2
title: Nonlinear transport of suspended single-domain nanoparticles

description: Python scripts to generate figures 1-6 for the paper "Nonlinear transport of suspended single-domain nanoparticles induced by a harmonically oscillating gradient magnetic field" (by S.I. Denisov, T.V. Lyutyy, A.T. Liutyi).
DOI: 10.17632/5rhkfng6f8.1
title: LINF_130009400

description: ALBA-domain protein 1 | ALBA1; Leishmania infantum
DOI: 10.17632/55x3jvs72f.1
title: Conjoint measurement of physical size and numerical magnitude: Direct evidence that numerals do not automatically activate their semantic magnitude

description: I applied the methodology known as maximum likelihood conjoint measurement (MLCM) to diagnose how numerical magnitude affects the perception of physical size of numerals in the size congruity effect (SCE). Traditional theories of the SCE argue for automatic activation of numerical magnitude, and therefore the obligatory interaction in perception between number and size. Participants in the current study were presented with pairs of numerals varying on physical size and numerical magnitude. They judged which member of the pair was physically larger, while ignoring numerical magnitude. Three nested models of the contribution of physical size and numerical magnitude to perceived size were fit to the data using maximum likelihood. The independent and additive observer models exhibited the best fit for the majority of observers. These results cast doubts on the view that numerical magnitude is activated automatically in judgments of physical size of numerals.
DOI: 10.17632/pxrnvp4yy8.3
title: Handwritten Devanagari Characters - Vowels and Numerals (38,750 Isolated images)

description: The data contains handwritten samples of Devanagari numerals and vowels (i.e., 10 numerals and 13 vowels). Thus, the dataset includes a total of 23 different Devanagari characters. The data is collected on a regular A4 sheet, scanned at 300 dpi using Epson DS – 150. The numerals and vowels were collected from 2400 and 1400 subjects of different age groups. Further, data is segmented, pre-processed, and stored in a publicly accessible location. By removing the occluded images and scribbles, the final data set contains a total of 38,750 digitized images where 22,500 Devanagari Numerals (2250 each) and 16,250 Vowels (1250 each). This data separated manually into respective folders. The data is also available in the form of CSV files, and the labels attached.
DOI: 10.17632/68gnhzzt6n.1
title: LINF_130009200

description: flagellar radial spoke protein | RSP4/6; Leishmania infantum
DOI: 10.17632/wy2xmwfc9d.1
title: DISTINCT MECHANISMS UNDERLIE DEVELOPMENTAL PLASTICITY AND ADULT ACCLIMATION IN HIGH-ALTITUDE DEER MICE

description: Dataset
DOI: 10.17632/j5f5f5x5ks.1
title: Primer Table

description: Primers
DOI: 10.17632/td96c5pyrh.1
title: COVID-19 dataset

description: This dataset contain new infected cases, total cases, death cases, total death cases collected from website named "https://data.humdata.org/dataset/".
DOI: 10.17632/k68653ywwk.1
title: Experimental data of flowshop scheduling problems with release dates

description: Experimental data
DOI: 10.17632/cvfy8gtfn9.1
title: Accelerometer Data Collected during Jumping Activity

description: This dataset includes the accelerometer data recorded by the accelerometer of a mobile phone and the accelerometer data recorded by BioPlux device at the same time.
DOI: 10.17632/hn9w83jhzs.1
title: Consumer Preferences

description: Consumer buying preferences
DOI: 10.17632/nr8wmcr2y7.1
title: Comparison of the Biodegradable Polymer Biolimus-Eluting Stents（BP-BES） and Durable Polymer Everolimus-Eluting Stent (DP-EES) in Patients with Coronary Artery Disease at five years follow up：A Systemic Review and Meta-analysis

description: Biodegradable polymer biolimus-eluting stents (BP-BES) coated with biodegradable polymer were expected to reduce the risk of late stent thrombosis, very late stent thrombosis, and to improve the outcomes of patient undergone percutaneous coronary intervention (PCI). we undertook to pool the data from clinical trials and observational studies to assess the safety and efficacy of BP-BES versus DP-EES at five-year follow-up in patients refer for PCI.
DOI: 10.17632/8hys4xrz68.1
title: Urban sprawl portuguese medium cities 2001-2011

description: This data set includes 5 sprawl indicators (increase in urban area, density of dwellings, fragmentation, dispersion and irregularity) calculated for 63 portuguese medium cities for the period between 2001 and 2011 and includes a series of variables related with the causes of sprawl including sociodemographic, economic, commuting, accessibility, policy and geography variables