cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/f7g3w4z8jn.1
title: The Dataset of Drug Addictors of Dinajpur Town of Bangladesh

description: Of the 200 participants, 158 (79%) were male and 42 (21%) were female. The mean age of these people is about 14.97 years. The minimum age is 13 years, and the highest age is 17 years. 22 students (11%) had a history of Bangla addiction; 34 students (17%) had a cannabis addiction, 78 fencidyle (39%) and 66 students (33%) had a YaBa addiction. Of the 200 students, 30 (15%) were from class seven, 48 (24%) from class eight, 53 (26.5%) from class nine, and 69 (34.5%) from class ten. 10% are danger zones
DOI: 10.17632/ftcs6xj9ft.1
title: Sex differences in islet stress responses support female β cell resilience

description: Supplementary files
DOI: 10.17632/83f5nnb323.1
title: LINF_340046400

description: DnaJ domain-containing protein | JDP65 | J65
Leishmania infantum (strain JPCM5)
DOI: 10.17632/4bvd8p6y5y.1
title: Supplementary data for RivQNet: Deep Learning based river discharge estimation using close-range water surface imagery

description: The supplementary data for the "RivQNet: Deep Learning based river discharge estimation using close-range water surface imagery", recorded footage and measured ADCP data used for validation.
In this study, we present RivQNet, a novel image-based method for measuring streamflow that utilizes artificial intelligence techniques and does not require subjective user input. RivQNet processes close-range, non-contact images of the water surface using a convolutional neural network architecture called FlowNet. The accuracy of RivQNet is validated through comparison with standard measurement methods and conventional optical flow methodologies. The results show that RivQNet produces accurate and dense spatial distributions of surface velocities. Streamflow data is an essential input for many hydrological and hydraulic research, modeling, and design studies, but current image-based surface velocimetry techniques that use correlation approaches can be biased if the operator is not experienced. Our goal in this study was to develop a more accurate and efficient river velocimetry method that does not rely on subjective user input.
DOI: 10.17632/yk5vfdvpxg.1
title: Open Data Implementation V Entreprenueship Ability in Sub-Sahara Africa - 2016

description: Open Data Implementation V Entreprenueship Ability in Sub-Sahara Africa - 2016
DOI: 10.17632/tsxf3p3w82.1
title: LINF_340047100

description: target of rapamycin kinase 3 | TOR3
Leishmania infantum (strain JPCM5)
DOI: 10.17632/w652wthtrk.1
title: LINF_340047600

description: putative nucleolar protein | NHP2
Leishmania infantum (strain JPCM5)
DOI: 10.17632/gh3psfpwth.1
title: LINF_340047800

description: Peptidase family C78 | ubiquitin modifier-specific peptidase 1 | UFMP
Leishmania infantum (strain JPCM5)
DOI: 10.17632/jmzfwzxh2z.1
title: LINF_340047900

description: protein of unknown function - conserved
Leishmania infantum (strain JPCM5)
DOI: 10.17632/vpbt3nmtxj.1
title: Thai version of the Zoom Exhaustion and Fatigue Scale (ZEF-T)

description: Psychometric properties of the Thai version of the Zoom Exhaustion and Fatigue Scale (ZEF-T)

Abstract: Overuse of video conferencing during the COVID-19 pandemic may contribute to the new mental health problem called "Zoom fatigue". The study examined convergent validity, factor validity, internal consistency and test-retest reliability of the Thai version of the Zoom Exhaustion & Fatigue Scale (ZEF-T).
DOI: 10.17632/h6365rhsyw.1
title: Data on comprehensive investigation on attiéké vending and consumption in three mains cities of Burkina Faso

description: The Data presented in this article was collected in 2022 and contains information on the behaviors of attiéké sellers and consumers in three mains cities in Burkina Faso. The data was collected via a questionnaire. Personal, sale sites characteristics and behavioral factors of consumers and vendors of attiéké have been considered. Socio-demographic characteristics, Good Hygienic Practices and vending aspects data were collected by face-to-face interview. The level of hygiene training, the healthiness of the immediate surroundings of sellers and the means of transporting the attiéké were assessed. The packaging, variety, service of the attiéké to the clients, consumer’s perceptions of the attiéké quality, the mode, the places, the frequency and periodicity of attiéké consumption were also included in these data. The analysis of the data presented here can be helpful in improving public health and creating awareness of the risk of consumption of attiéké.
DOI: 10.17632/8bj9wntxgb.1
title: DEVELOPMENT, VALIDATION AND RELIABILITY TESTING OF STROKE SPECIFIC SHOULDER DISABILITY INDEX

description: Reliability analysis dateset for  SSSDI, A newly develop and validated tool for hemiplegic shoulder
DOI: 10.17632/9sk826r5pz.1
title: Hydrothermal alteration of basalts within the ultramafic-associated Tianxiu Vent Field, Carlsberg Ridge

description: Datasets related to hydrothermal alteration of basalts within the ultramafic-associated Tianxiu Vent Field, Carlsberg Ridge.
Table 1: Sample location and description.
Table 2: Visually estimated degree of alteration.
Table 3: Calculated enrichment factors of major and trace elements in altered basalts from the Tianxiu vent field.
Supplementary table 1: Electron micro-probe analysis of saponite in the Type-II and Type-III basalts from the Tianxiu vent field.
Supplementary table 2: Bulk rock chemical compositions of representative lithologies from the Tianxiu vent field.
DOI: 10.17632/9sk826r5pz.2
title: Hydrothermal alteration of basalts within the ultramafic-associated Tianxiu Vent Field, Carlsberg Ridge

description: Datasets related to hydrothermal alteration of basalts within the ultramafic-associated Tianxiu Vent Field, Carlsberg Ridge.
Table 1: Sample location and description.
Table 2: Visually estimated degree of alteration.
Table 3: Calculated enrichment factors of major and trace elements in altered basalts from the Tianxiu vent field.
Supplementary table 1: Electron micro-probe analysis of saponite in the Type-II and Type-III basalts from the Tianxiu vent field.
Supplementary table 2: Bulk rock chemical compositions of representative lithologies from the Tianxiu vent field.
DOI: 10.17632/9sk826r5pz.3
title: Hydrothermal alteration of basalts within the ultramafic-associated Tianxiu Vent Field, Carlsberg Ridge

description: Datasets related to hydrothermal alteration of basalts within the ultramafic-associated Tianxiu Vent Field, Carlsberg Ridge.
Table 1: Sample location and description
Table 2: Visually estimated degree of alteration
Table 3: Average concentrations of each type of basalt
Table 4: Calculated enrichment factors of major and trace elements in altered basalts from the Tianxiu vent field
Supplementary table 1: Electron micro-probe analysis of saponite in the Type-II and Type-III basalts from the Tianxiu vent field.
Supplementary table 2: Bulk rock chemical compositions of representative lithologies from the Tianxiu vent field.
DOI: 10.5281/zenodo.7462145
title: 3DED/MicroED datasets of hemozoin recorded by a SINGLA detector

description: 32 diffraction datasets were collected using a Thermo Scientific Glacios operated at 200 kV with a stage temperature of ~80 K. The gun lens was reduced to the minimum (8), and spot size (11) with a C2 aperture of 50 µm was used. The beam was brought to parallel corresponding to a beam diameter of approximately 1.7 µm. The diffraction images were recorded by a DECTRIS SINGLA detector in the h5 format. NeXus format header files were subsequently generated using Nexgen (https://github.com/dials/nexgen). The diffraction patterns were collected at a nominal camera length of 677 mm according to the microscope control software (estimated to be to 809 mm at the detector). The sample was rotated through 90° over 18s with the camera collecting data at 50 Hz, producing images representing 0.1°. Subsequently, the oscillation angle was refined to 0.11°. The dose rate under these conditions was 0.01 e- Å-2 s-1. A data processing script is provided to index, integrate and scale 64 lattices across the datasets using DIALS 3.13
DOI: 10.5281/zenodo.7462144
title: 3DED/MicroED datasets of hemozoin recorded by a SINGLA detector

description: 32 diffraction datasets were collected using a Thermo Scientific Glacios operated at 200 kV with a stage temperature of ~80 K. The gun lens was reduced to the minimum (8), and spot size (11) with a C2 aperture of 50 µm was used. The beam was brought to parallel corresponding to a beam diameter of approximately 1.7 µm. The diffraction images were recorded by a DECTRIS SINGLA detector in the h5 format. NeXus format header files were subsequently generated using Nexgen (https://github.com/dials/nexgen). The diffraction patterns were collected at a nominal camera length of 677 mm according to the microscope control software (estimated to be to 809 mm at the detector). The sample was rotated through 90° over 18s with the camera collecting data at 50 Hz, producing images representing 0.1°. Subsequently, the oscillation angle was refined to 0.11°. The dose rate under these conditions was 0.01 e- Å-2 s-1. A data processing script is provided to index, integrate and scale 64 lattices across the datasets using DIALS 3.13
DOI: 10.17632/xcj364dyrc.1
title: my beamforming

description: my beamforming data
DOI: 10.17632/ww6vn5v3dy.1
title: Tools for data collection and scores of pre-service biology teachers

description: The objectives of presenting these files are two-fold. First, the files save to present information related to research tools used to collect the presented data. Second, the files provide useful information on the scores to support the presented data. Specifically, the files indicate pre and post test scores of pre-service biology teachers from which the study was conducted to generate the dataset presented herein. These files also indicate construct validity as well as the reliability of the tools used in the data presented. These files can be used to support the data provided in the article for clarity.
DOI: 10.17632/sgj8pyzjp2.1
title: Evidence from Dissolved O2 Isotopes in North Atlantic Deep Water for a Recent Climatic Shift - Isotopic Measurements

description: TOI (Triple Oxygen Isotopes) measurements from different locations in the North Atlantic Ocean, including the Labrador Sea, the subtropical North Atlantic, and the Sargasso Sea. See Musan et al. 'Evidence from Dissolved O2 Isotopes in North Atlantic Deep Water for a Recent Climatic Shift' for sampling and location details.
DOI: 10.17632/bt3nbyf6yd.1
title: VACCINATION SURVEY 

description: The data is an online survey was conducted between 30th November 2021 and 4th January 2022. The participants include people
residents in Nigeria (88.3%) and non-Nigerian residents (16.7%), predominantly Europe and United State of America. It comprises of the respondents' demography characteristics, "Vaccination Status," and the "Type of COVID-19 Vaccine taken". The data was first used in the journal article titled: :Knowledge, Attitude, and Perception of Health and Non-Healthcare Workers Towards COVID-19 Vaccination: Machine Learning Approach" and can be found on the link: https://www.iieta.org/journals/ijsdp/paper/10.18280/ijsdp.170702
DOI: 10.17632/3j78c6d74n.1
title: LINF_340048400

description: Ubiquitin carboxyl-terminal hydrolase
Leishmania infantum (strain JPCM5)
DOI: 10.17632/xcw2jwtp66.1
title: LINF_340048500

description: protein of unknown function - conserved
Leishmania infantum (strain JPCM5)
DOI: 10.17632/j68xhzysyw.1
title: LINF_340048600

description: DnaJ domain-containing protein | JDP19 | J19
Leishmania infantum (strain JPCM5)
DOI: 10.17632/s4zw6cztmy.1
title: LINF_340048800

description: protein of unknown function - conserved
Leishmania infantum (strain JPCM5)
DOI: 10.17632/cct2x6ngr9.1
title: LINF_340049000

description: Alpha/beta hydrolase family
Leishmania infantum (strain JPCM5)
DOI: 10.17632/bzgppfbmn5.1
title: Data for: An online decision-making strategy for routing of electric vehicle fleets

description: This dataset contains the artificial instances created to verify the proper working of OffGA and study the pre-operation stage.
DOI: 10.17632/v22g4c8454.1
title: Effect of outdoor grazing-area size and genotype on space and pasture use, behaviour, health and growth traits of weaned rabbits

description: Providing rabbits with outdoor access lets them express a large repertoire of behaviours and addresses societal expectations surrounding animal welfare in livestock systems. The aim of this work was to study rabbit growth, health and behaviour according to genetic type and pasture-area size. We distributed 192 weaned rabbits into two groups differing in rangeable pasture size, i.e. large pasture (LP): 60 m² (n =4 × 24), and small pasture (SP): 30 m² (n = 4 × 24). Each group contained half Californian 1001 × New-Zealand 1777 rabbits (1001) and half PS119 × New-Zealand 1777 rabbits (PS119). Rabbit growth and morbidity were measured individually weekly for 36 days (from 31 to 67 days of age). Rabbit behaviour was assessed three times a day on days 44, 58 and 70 by direct visual scan and use of space was evaluated six times a week, through rabbit spatial distribution. Finally, amount of corticosterone was measured in hair samples from 18 rabbits of each genotype in LP and SP at day 72. Notable findings: PS119 rabbits were heavier than 1001 rabbits at day 67 (2444 vs 2113 g, respectively; P < 0.05) but we observed no effect of genotype on mortality nor morbidity. Animals expressed a large variety of specific behaviours on pastures, with grazing and resting being predominant. We found a lower level of corticosterone in PS119 rabbits than in 1001 rabbits (2.19 vs 6.34 pg per mg of hair, respectively; P < 0.05). Conclusion: This study found that a 60-m² pasture for 24 rabbits enables the animals to express grazing for the entire fattening period. Rabbit genotype was found to influenced some of their behaviour. The present data set could be used to compare a future trial done in a different season in order to validate or discredit the fact that a 60 m² pasture for 24 rabbits enables them to express grazing continuously over the whole growing period without any impact on their growth and their health. Genotype chosen here in this trial could be also used as a comparison with a different genotype on the previous quoted parameters. The precise description of the data can be found in "Read_me_Metadata_Mendeley.txt" file. The data can be easily used with R software (https://www.r-project.org/).
DOI: 10.17632/xb4szz49z5.1
title: Skinny Figure Study

description: All data from the study.
DOI: 10.34740/kaggle/dsv/4828877
title: PyAFBF textures - set 001
DOI: 10.17632/52427m4m96.1
title: 32taxav2

description: Sequence alignement of nuclear ribosomal (18S and 28S) and mitochondrial ribosomal (12S) and protein (COI) genes of platyhelminth parasites (Monogenea - Polyopisthocotylea - Polystomatidae)
DOI: 10.17632/gbrcfwcm7z.1
title: The Effects of LPS With or Without Forskolin on RT4-D6P2T Cell Morphology

description: Schwann cells can be used as a model to study different signaling pathways involved during injury and inflammation in the peripheral nervous system. For this study, the immortalized rat RT4-D6P2T Schwannoma cell line from ATCC (#CRL-2768) was used. The cells were treated with different doses of lipopolysaccharide (LPS) with or without 2 uM of forskolin for 3 hours to determine the effects of LPS with or without forskolin on Schwann cell morphology. LPS is a cell wall immunostimulatory component found in Gram-negative bacteria. It activates the nuclear factor kappa B (NF-KB) pathway, which plays a major role in inflammation through the production of inflammatory cytokines, such as tumor necrosis factor alpha (TNF-alpha). Forskolin is a root extract from the Indian plant Coleus forskohlii that activates the cAMP pathway, which plays a major role in cell proliferation, axonal regeneration, inflammation, and more. Although it is well-known that both the NF-KB and cAMP pathways are involved in inflammation, not much is known regarding the effects of NF-KB activation, with or without cAMP activation, on Schwann cell morphology. It was hypothesized that cells treated with LPS and forskolin would have significant morphological differences compared to cells treated with LPS only.

Before and after a 3-hour incubation with the different treatment combinations, images of the cell cultures were taken at a magnification of 10X using a Zeiss Primovert iLED microscope equipped with Zeiss Axiocam 208 color microscope camera. The provided figure shows representative images of the cells from three independent experiments. 

Unexpectedly, the cells did not appear to have any obvious morphological changes after a 3-hour incubation with each of the treatments. However, there were large gaps on the surface of the culture flasks where the cells used to be. There is not enough information to determine what exactly caused these gaps. Some possibilities include apoptosis/cell death or cell retraction/migration. Further studies need to be done before conclusions can be made.
DOI: 10.17632/r3xcj85wbp.1
title: Traffic Flow Data at Signalized Intersections in Uyo Metropolis

description: The data were collected simultaneously from sixteen signalized intersections in Uyo metropolis, over three days, peak morning and evening hours. The data were analyzed to determine the average delays for under-saturated and over-saturated traffic situations, The traffic data considered for each signalized intersections were number of vehicle arriving and leaving each signalized intersection, vehicles in queue at the start of cycle, average number of vehicle departing for a given pass time, effective green time and cycle length, location of the traffic lights and the affected direction of traffic flow. Performance indicators such as arrival rate, saturation flow rate, service rate, flow ratio, degree of saturation, and overall average delay were computed to evaluate traffic conditions and behavior. For under-saturated condition, degree of saturation (X) of traffic flow is less than 1 (X < 1), while degree of saturation greater than 1 (X ≥1) represents over-saturated traffic conditions.
DOI: 10.17632/95cmh2ftwk.1
title: National burnout survey: BICDIS

description: Burnout in Irish consultant doctors 2019
DOI: 10.34740/kaggle/dsv/4828880
title: PyAFBF textures - set 001
DOI: 10.17632/2vkxfh8fhz.1
title: Low-cost receiver dataset

description: Hypothesis - Identify the quantifiable impact of the built low-cost receiver under minimum and maximum multipath conditions.
Data observations - 
The receiver gathered data under maximum and minimum multipath conditions. under maximum multi-path conditions, the receiver was set up on two known locations where the multipath is highest and lowest for comparison. In the second stage, after identifying the impact of the multi-path, the receiver was set on a known location where the multipath error can be omitted. Later on, 15min observations for 3 days were taken and the accuracy and precision were compared with the standalone observations and corrected observations using DGPS obtained from geodetic receiver.
DOI: 10.17632/r534jmnvt9.1
title: data and computation for "Markowitz wrestles with COVID-19: Instigating a counter-COVID measure for stocks and maximizing it or general considerations along efficient frontiers by parametric-quadratic programming"

description: data and computation
DOI: 10.17632/yd5mk4d2d9.1
title: PADLET

description: padlet research
DOI: 10.5281/zenodo.7515258
title: Jeu de données UE IDCS couleur haricots verts

description: Jeu de données associés au poster sur la couleur des haricots verts dans le cadre de l'UE IDCS. Tableurs avec les spectres d'absorption.
DOI: 10.5281/zenodo.7515257
title: Jeu de données UE IDCS couleur haricots verts

description: Jeu de données associés au poster sur la couleur des haricots verts dans le cadre de l'UE IDCS. Tableurs avec les spectres d'absorption.
DOI: 10.17632/tn5gj8xs2j.1
title: Data for spousal age gap

description: Data for spousal age gap
DOI: 10.5281/zenodo.7515280
title: Étude thermodynamique de la captation de la phénolphtaléine par les beta-cyclodextrines (spectres d'absorbance)

description: Spectres d'absorbances avec et sans la cyclodextrine, en fonction de la température.
DOI: 10.17632/ct297cpj2c.1
title: Stress-strain curves of the Luhui granite with varied thermal-damaged degrees

description: This dataset provides the unconfined compressive stress-strain curves of the Luhui granite with a moderate grain size after treated by the room temperature (25 °C), 400 °C and 600 °C, which were originally tested by  Kang et al. (2021). The data were obtained from digitized curves of Fig. 10b in the published paper "Kang F ,  Li Y ,  Tang C . Grain size heterogeneity controls strengthening to weakening of granite over high-temperature treatment[J]. International Journal of Rock Mechanics and Mining Sciences, 2021, 145:104848".
DOI: 10.5281/zenodo.7515279
title: Étude thermodynamique de la captation de la phénolphtaléine par les beta-cyclodextrines (spectres d'absorbance)

description: Spectres d'absorbances avec et sans la cyclodextrine, en fonction de la température.
DOI: 10.17632/fndbd95fbs.1
title: Mineral data of X-ray amorphous material originate from the Qaidam basin and Utopia Planitia, Mars

description: This database including the XRD, SEM and NIR data of samples from western Qaidam basin and Zhurong rover.
DOI: 10.5281/zenodo.7515264
title: L'énigme du stabilo gris _ jeu de données

description: Jeu de données de l'étude sur le Stabilo gris (lié au poster<em> </em>"L'énigme du Stabilo gris")
DOI: 10.5281/zenodo.7515263
title: L'énigme du stabilo gris _ jeu de données

description: Jeu de données de l'étude sur le Stabilo gris (lié au poster<em> </em>"L'énigme du Stabilo gris")
DOI: 10.17632/z6bgky278p.1
title: SARS-CoV-2 N protein mediates intercellular nucleic acid dispersion, a feature reduced in Omicron. Wu et al.

description: SARS-CoV-2 N protein-RNA complex entering into HPAEpiC cells by lattice light sheet microscopy, which demonstrates that N protein carries nucleic acid into cells and mediates intercellular nucleic acid dispersion.
DOI: 10.34740/kaggle/dsv/4828892
title: PyAFBF textures - set 001
DOI: 10.5281/zenodo.7515262
title: Recyclage du PET par méthodes chimiques

description: Jeu de données
DOI: 10.5281/zenodo.7515261
title: Recyclage du PET par méthodes chimiques

description: Jeu de données
DOI: 10.5281/zenodo.7515288
title: Lunette et soleil - projet IDCS sur le photochromisme

description: Lunette et soleil Jeu de données du projet IDCS de la formation LDD3 PC FJC. Sujet du projet : Etude de composés photochromes pour les verres de transition.
DOI: 10.5281/zenodo.7515287
title: Lunette et soleil - projet IDCS sur le photochromisme

description: Lunette et soleil Jeu de données du projet IDCS de la formation LDD3 PC FJC. Sujet du projet : Etude de composés photochromes pour les verres de transition.
DOI: 10.5258/soton/d2194
title: 3D model videos of WEB to support the Southampton doctoral thesis: Further understanding of dark etching region and white etching bands development in bearing steels due to rolling contact fatigue.

description: The data includes a video of the WEB 3D model showing 1) LAB and HAB, 2) Segmented HAB and 3) Inclusions and HAB in RCF tested bearing sample run under 2.9 GPa for 4141 million cycles. Screenshots of video1, video2 and video 3 are shown in Figures 4.23,4.24 and 4.25 respectively in the thesis entitled: Further Understanding of Dark Etching Region and White Etching Bands Development in Bearing Steels due to Rolling Contact Fatigue.
DOI: 10.5258/soton/d2480
title: Dataset in support of the Southampton doctoral thesis 'Impact of landscape on bee diversity, diet, fitness, and behaviour'

description: This deposit contains the data underlying the above thesis. This includes: The raw landscape metrics data for Belize. Pollen taxa counts, their identification and the hive they were found in. Honey bee learning counts, hive location and UK landscape metrics.