cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/tsxs7n5pj4.1
title: Data for: Left dorsolateral prefrontal cortex activation can accelerate stress recovery: A repetitive transcranial stimulation study

description: Questionnaire scores and cortisol level for different groups of participants.
DOI: 10.17632/dp7fzzjxs9.1
title: Raw Data - Gut Flora

description: Raw Data - Gut Flora
DOI: 10.17632/cghz6t959n.1
title: Data sets for water parameters, chemical compositions, and isotopic compositions of the study area

description: Data sets for water parameters, chemical compositions, and isotopic compositions of the study area
DOI: 10.5258/soton/d2178
title: Data supporting the publication "Anomalous resonance frequency shift in liquid crystal-loaded THz metamaterials".

description: This data supports the figures presented in the article: "Anomalous resonance frequency shift in liquid crystal-loaded THz metamaterials" published in 2022 in Nanophotonics The data supports the information we have discovered as part of the design of MMs we chose for our study. The design was based on a D-shaped metamolecule (see data for Figure 1(a)) – a derivative of the asymmetrically-split ring resonator, which in the past had enabled the engineering of high-Q Fano resonances in MMs and served as a building block for one of the first MM-based sensing platforms. The two Babinet complementary patterns of the MMs featured arrays of such metamolecules formed, respectively, by metal patches (positive MM) and slits in a metal screen (negative MM). This dataset contains data which are used for generating Fig.1a, Fig.2a-c, Fig.3b, and Fig.3d. These figures are plotted using basic plotting software such as Matlab, Origin, Excel, etc. The figures are as follows: Fig. 1a Transmission spectra measured experimentally (open triangles) and simulated (thick solid lines) for pristine MMs of positive (red) and negative (blue) designs. Fig. 2a Calculated maximum resonance shift that can be attained in positive (black points) and negative (red points) MMs at different values of LC birefringence. Fig. 2b Transmission spectra measured experimentally (open triangles) and simulated (thick solid lines) for negative MM loaded with NLC in planar 1 (red) and planar 2 (blue) configurations. Fig. 2c Same as 2b but for positive MM. Fig. 3b Transmission spectra measured experimentally (open triangles) and simulated (thick solid lines) for positive MM taking into account the effect of orientation nonlinearity of NLC in planar 1 configuration. Fig. 3d Same as 3b but for initial planar 2 alignment of NLC. Geographic location of data collection: University of Southampton, U.K. Related projects: -UK Engineering and Physical Sciences Research Council through grant EP/R024421/1 -Military University of Technology of Warsaw grant for “New crystalline and composite materials for optics and photonics”, UGB 22-793/2022, fund for the year 2020. The online version of this article offers supplementary material (https://doi.org/10.1515/nanoph-2022-0036). Dataset available under a CC BY 4.0 licence
DOI: 10.17632/gkc23xf5rm.1
title: How Ice Particles Increase Mobility of Rock-Ice Avalanches: Insights from Chute Flows Simulation of Granular Rock-Ice Mixtures

description: Data for the research article "How Ice Particles Increase Mobility of Rock-Ice Avalanches: Insights from Chute Flows Simulation of Granular Rock-Ice Mixtures" .
DOI: 10.17632/34rt88dv8b.1
title: Sulfur isotope of sandstone and chemical components (%) of uranium minerals in the studied area.

description: Sulfur isotope of sandstone (Table S4) and chemical components (%) of uranium minerals (Table S6) in the studied area.
DOI: 10.17632/kprgsr8hyr.1
title: Creating intelligent Chair design through eccentric-and-pitman drive optimization in response to Sedentary people

description:  ► Chair is simulated and verified by Solidworks software not only saving the cost of experiments but also quickly collecting necessary data, which increases efficiency in furniture design. 
Data includes the result of simulation by software solidworks, such as: Energy Consumption of Lower Eccentric Wheel,Energy Consumption of Upper Eccentric Wheel,Vibrating Plate Related to Lower Plate and Vibrating Velocity of Vibrating Plate
DOI: 10.17632/rv5h96zvpb.1
title: Dataset for the paper: Neodymium isotopes in peat reveal past local environmental disturbances

description: This data set includes palaeoecological data form Głęboczek and Stawek peatlands that were published in the paper:
Marcisz, K., Belka, Z., Dopieralska, J., Jakubowicz, M., Karpińska-Kołaczek, M., Kołaczek, P., Mauquoy, D., Słowiński, M., Zieliński, M., Lamentowicz, M., 2023. Neodymium isotopes in peat reveal past local environmental disturbances. Science of The Total Environment, 161859.
Publication available under a link: https://doi.org/10.1016/j.scitotenv.2023.161859

Funding: The Stawek profile radiocarbon dating and investigation and neodymium measurements were financed by the National Science Centre, Poland, grants no. 2019/03/X/ST10/00849 and 2020/39/D/ST10/00641. The Głęboczek profile radiocarbon dating and investigation were financed by the National Science Centre, Poland, grant no. 2015/17/B/ST10/01656.

The data set includes several proxies: 
- 14C dates and peat accumulation rates, bulk density
- Testate amoebae and depth to water table reconstruction
- Pollen
- Plant macrofossils
- Macroscopic and microscopic charcoal
- Neodymium isotopes
DOI: 10.6084/m9.figshare.22005398
title: raw data.zip

description: <strong>In the administration groups, (-)-</strong>α<strong>-bis was preadministered to </strong>human skin fibroblast<strong>s (HSF) for 12h and then</strong> <strong>HSF cells</strong> <strong>were treated with 40 mg/mL D-Galactose (D-Gal) to induce senescence,</strong> senescence β-galactosidase staining was utilized, <strong>TNF-α, IL-6, IL-8, IL-1β, CCL-2, CCL-5 and MMP-9 in </strong>senescence-as-sociated secretory phenotype<strong> (SASP) were detected by </strong>RT-qPCR technology<strong>, and cell cycle-related proteins P16 and P21 were also measured</strong> by western blotting <strong>in D-Gal-induced HSF cells.</strong> <strong>Meanwhile, aged BALB/c mice were applied topically with 0.5% and 2%</strong>(<strong>-</strong>)<strong>-α-</strong>bis gel<strong> for 30 days continuously to evaluate anti-aging parameters on skin such as</strong> <strong>surface examination, </strong>the Trans Epidermal Water Loss (TEWL), skin barrier index of dorsal skin. Then, HE staining, Masson staining and IHC were applied to measure epidermal thickness, collagen fibers content in the dermis and content of dermal collagen Ⅰ, respectively. Moreover, RT-qPCR method was used to detect the mRNA expression levels of elastin, collagen Ⅲ, MMP-2 and MMP-3. Last, SOD inhibition rate, malondialdehyde (MDA) and hydroxyproline (HYP) contents of the back skin tissues of mice were also detected in this <strong>research</strong>.
DOI: 10.6084/m9.figshare.22005398.v1
title: raw data.zip

description: <strong>In the administration groups, (-)-</strong>α<strong>-bis was preadministered to </strong>human skin fibroblast<strong>s (HSF) for 12h and then</strong> <strong>HSF cells</strong> <strong>were treated with 40 mg/mL D-Galactose (D-Gal) to induce senescence,</strong> senescence β-galactosidase staining was utilized, <strong>TNF-α, IL-6, IL-8, IL-1β, CCL-2, CCL-5 and MMP-9 in </strong>senescence-as-sociated secretory phenotype<strong> (SASP) were detected by </strong>RT-qPCR technology<strong>, and cell cycle-related proteins P16 and P21 were also measured</strong> by western blotting <strong>in D-Gal-induced HSF cells.</strong> <strong>Meanwhile, aged BALB/c mice were applied topically with 0.5% and 2%</strong>(<strong>-</strong>)<strong>-α-</strong>bis gel<strong> for 30 days continuously to evaluate anti-aging parameters on skin such as</strong> <strong>surface examination, </strong>the Trans Epidermal Water Loss (TEWL), skin barrier index of dorsal skin. Then, HE staining, Masson staining and IHC were applied to measure epidermal thickness, collagen fibers content in the dermis and content of dermal collagen Ⅰ, respectively. Moreover, RT-qPCR method was used to detect the mRNA expression levels of elastin, collagen Ⅲ, MMP-2 and MMP-3. Last, SOD inhibition rate, malondialdehyde (MDA) and hydroxyproline (HYP) contents of the back skin tissues of mice were also detected in this <strong>research</strong>.
DOI: 10.5281/zenodo.7602921
title: Understanding the Teamwork Challenges of Software Engineering Students

description: Developing collaborative skills in students is nontrivial. The fact that students work in teams does not mean they become skilled in teamwork. Students face varied challenges when working in teams that harm their skill development and attitude towards teamwork. To prepare students for the collaboration-intensive workplace, we researched and designed a catalog of challenges present in the teamwork of undergraduate software engineering students on 3-month projects. We created an initial catalog of 10 challenges by examining the literature, surveying 15 teaching assistants, and coding their opinions regarding the problems faced by student teams. Using the catalog, we crafted a survey for students nearing the end of their team project to assess which challenges were present in their teamwork. We surveyed students from multiple contexts, including teams of 3, teams of 4, and teams of 16 students. We analyzed 155 answers to determine the prevalence and intensity of the 10 challenges in student teams. We discuss our findings and best practices for resolving the most prevalent challenges. The catalog and recommendations are directly valuable for software engineering educators and can inform the broader community of collaborative learning researchers and instructional designers.
DOI: 10.5281/zenodo.7602920
title: Understanding the Teamwork Challenges of Software Engineering Students

description: Developing collaborative skills in students is nontrivial. The fact that students work in teams does not mean they become skilled in teamwork. Students face varied challenges when working in teams that harm their skill development and attitude towards teamwork. To prepare students for the collaboration-intensive workplace, we researched and designed a catalog of challenges present in the teamwork of undergraduate software engineering students on 3-month projects. We created an initial catalog of 10 challenges by examining the literature, surveying 15 teaching assistants, and coding their opinions regarding the problems faced by student teams. Using the catalog, we crafted a survey for students nearing the end of their team project to assess which challenges were present in their teamwork. We surveyed students from multiple contexts, including teams of 3, teams of 4, and teams of 16 students. We analyzed 155 answers to determine the prevalence and intensity of the 10 challenges in student teams. We discuss our findings and best practices for resolving the most prevalent challenges. The catalog and recommendations are directly valuable for software engineering educators and can inform the broader community of collaborative learning researchers and instructional designers.
DOI: 10.17632/k3p7sn6zw3.3
title: Coastal and nearshore sediment samples of the eastern coastal zone of Bangladesh

description: This dataset is composed of nearshore and coastal sediment from 42 samples. Samples are collected from three coastal areas in the eastern coastal zone of Bangladesh, which includes the part of the northern Bay of Bengal. 17 samples were collected from the Cox’s Bazar coast, numbered as C1 to C17; 10 samples are from the Teknaf coast, numbered T16 to T25; and 15 samples are from Saint Martin’s Island coast, numbered here as T1 to T15. Samples were retrieved from the seafloor using a Van Veen grab sampler from February 2018 to March 2019. After retrieving the samples, they were transported to the laboratory using geological sample bags. Samples were dried in the open air and taken at approximately 100g for sieving. All the samples fall below the 2 mm size of the sieve. So, six sieve meshes (1mm, 0.5mm, 0.25mm, 0.125mm, 0.063mm, and pan) were used for the determination of grain size. Sediment grain sizes were calculated using Folk and Ward (1957) formulae.
DOI: 10.17632/36fw7rzfwj.1
title: What are the perspectives of health professions students  on online teaching and learning amid the COVID-19 pandemic: a cross-sectional study.

description: The data set for the above study. The study was on the perspectives of health professions students regarding the rapid  introduction of online teaching and learning during the COVID-19 pandemic
DOI: 10.35078/fbe9o2
title: Replication Data for: Ficha epidemiológica de localidade: Distrito: Teófilo Otoni | Município: Marilac

description: Levantamento Triatomínico com operações de campo ocorridas em Minas Gerais pela Superintendência de Campanhas de Saúde Pública (SUCAM) e FUNASA (Fundação Nacional de Saúde), no período de 1979 a 1999, objetivando a busca da presença de vetores da doença de Chagas ou de vestígios dessa presença. A partir dela são orientadas as operações com inseticida (pt) Triatomine survey with field operations carried out in Minas Gerais by the Public Health Campaigns Superintendence (SUCAM) and FUNASA (National Health Foundation), from 1979 to 1999, aiming to search for the presence of Chagas disease vectors or traces of that presence. From it, operations with insecticide are guided (en) Encuesta de triatominos con operaciones de campo realizada en Minas Gerais por la Superintendencia de Campañas de Salud Pública (SUCAM) y FUNASA (Fundación Nacional de Salud), de 1979 a 1999, con el objetivo de buscar la presencia de vectores de la enfermedad de Chagas o rastros de esa presencia. Desde ella se orientan las operaciones con insecticida (es)
DOI: 10.17632/jzbc9kcjsn.1
title: Raw data of 16S rRNA sequencing from mouse stools

description: In order to detect the influence of B. lactis XLTG11 on the structure, species richness and composition of the intestinal flora in the CTX mice, we collected the feces of three groups of mice and performed the 16S rRNA sequencing to analyze gut microbiota.
DOI: 10.17632/nhpnt78ssy.2
title: Two-photon excited fluorescence scanning laser ophthalmoscopy images and software for data processing

description: The repository contains an exemplary dataset recorded during two-photon fluorescence ophthalmoscope imaging of a healthy subject's eye. We additionally provide software for data processing. The software was written by Dr. Sławomir Tomczewski with inputs from Dr. Michał Dąbrowski. This data repository is a reference for work published in J. Clin. Invest. 2022;132(2):e154218. https://doi.org/10.1172/JCI154218. 

The dataset contains raw images recorded in the fluorescence channel and corresponding reflectance frames (located in subfolders). Those images are located in 4 folders (FESH, 1-4), containing a total of 139 pairs of images. The repository also contains the background noise recorded in each channel (with the excitation laser turned off, located in the 'Background noise' folder) and data needed for background subtraction (located in the folder 'For background subtraction'). These data can be used to remove parasitic reflections, e.g., from lenses. 

Additionally, we present the results obtained after correcting for eye motion artifacts and averaging both fluorescence and reflectance frames.
DOI: 10.17632/mpt3cwd8rh.1
title: Data to accompany Registered Report Stage 2 Manuscript: Inceptor as a regulator of brain insulin sensitivity

description: Data to accompany Scientific Reports Registered Report Stage 2 Manuscript: Inceptor as a regulator of brain insulin sensitivity
DOI: 10.17632/3yrkswy6ph.1
title: KurdiSent: A Corpus For Kurdish Sentiment Analysis 

description: The Kurdish language is regarded as one of the less-resourced languages.  The language is globally practised by 30-40 people. The language has 33 letters that are largely similar to the Arabic language.  The Kurdish language has two major dialects Sorani and Badini. The dataset includes a collection of texts written in the Sorani dialect. It contains both tweets and comments from giant social media platforms such as Twitter, Facebook and YouTube. Due to security reasons and following the policies of both Twitter, Facebook and YouTube, we removed the user's identity. We collected the tweets and comments which was published during the time of the Corona Virus pandemic. The tweets and comments are raw texts, and the content covers a varied range of topics, starting from politics, sports, entertainment, social life, etc. 
Data Labeling 
The Facepager was employed to crawl the comments from both Facebook and YouTube. Moreover, we used the Twitter developer to mine the tweets. The dataset was annotated manually by three Kurdish native speakers. The annotators were required to identify the classes and categories of each text. The classes included positive, negative and neutral and the categories consisted of news, technology, art, social and health. The texts which were agreed upon by at least two annotators to possess a specific label and category were regarded as conflict-free and accepted for further processing. Other texts that caused conflict among all three raters were ignored and have been removed from the dataset.  The doccano program was used to help the annotators label each text one by one.
DOI: 10.17632/bwncrrz2j5.1
title: Electricity Sector Modeling

description: This dataset includes the following parameters for the electricity sector :
- historical and estimated future installed capacity based fuel type and technology
- historical generation based fuel type and technology 
- average weekly load shape
-historical electricity, natural and coal imports and exports
-costs of coal, lignite, natural gas and nuclear fuels
-maximum availabilities and efficiencies for each technology
-emission constraints.
The sources where each type of the data was gathered were included in the dataset.
DOI: 10.17632/d7f2rgxjdb.2
title: Fused filament fabrication of Thermoplastic vulcanizates based on PP/EPDM

description: Data produced for the publication Fused filament fabrication of Thermoplastic vulcanizates based on PP/EPDM
Authors: J. R. Innes, B. Shriky, D. Nocita, G. Thompson, P. Coates, B. Whiteside, A. Kelly, M. Hebda
DOI: 10.34740/kaggle/dsv/4941886
title: COVID Vaccination in World (updated daily)
DOI: 10.5517/ccdc.csd.cc2ck0xw
title: CCDC 2191108: Experimental Crystal Structure Determination

description: Related Article: Siya T. Hulushe, Frederick P. Malan, Eric C. Hosten, Kevin A. Lobb, Setshaba D. Khanye, Gareth M. Watkins|2022|New J.Chem.|46|20940|doi:10.1039/D1NJ03056F
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2ck0yx
title: CCDC 2191109: Experimental Crystal Structure Determination

description: Related Article: Siya T. Hulushe, Frederick P. Malan, Eric C. Hosten, Kevin A. Lobb, Setshaba D. Khanye, Gareth M. Watkins|2022|New J.Chem.|46|20940|doi:10.1039/D1NJ03056F
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2ck0zy
title: CCDC 2191110: Experimental Crystal Structure Determination

description: Related Article: Siya T. Hulushe, Frederick P. Malan, Eric C. Hosten, Kevin A. Lobb, Setshaba D. Khanye, Gareth M. Watkins|2022|New J.Chem.|46|20940|doi:10.1039/D1NJ03056F
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2ck100
title: CCDC 2191111: Experimental Crystal Structure Determination

description: Related Article: Siya T. Hulushe, Frederick P. Malan, Eric C. Hosten, Kevin A. Lobb, Setshaba D. Khanye, Gareth M. Watkins|2022|New J.Chem.|46|20940|doi:10.1039/D1NJ03056F
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2ck111
title: CCDC 2191112: Experimental Crystal Structure Determination

description: Related Article: Siya T. Hulushe, Frederick P. Malan, Eric C. Hosten, Kevin A. Lobb, Setshaba D. Khanye, Gareth M. Watkins|2022|New J.Chem.|46|20940|doi:10.1039/D1NJ03056F
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2ck122
title: CCDC 2191113: Experimental Crystal Structure Determination

description: Related Article: Siya T. Hulushe, Frederick P. Malan, Eric C. Hosten, Kevin A. Lobb, Setshaba D. Khanye, Gareth M. Watkins|2022|New J.Chem.|46|20940|doi:10.1039/D1NJ03056F
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2ck133
title: CCDC 2191114: Experimental Crystal Structure Determination

description: Related Article: Siya T. Hulushe, Frederick P. Malan, Eric C. Hosten, Kevin A. Lobb, Setshaba D. Khanye, Gareth M. Watkins|2022|New J.Chem.|46|20940|doi:10.1039/D1NJ03056F
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2ck144
title: CCDC 2191115: Experimental Crystal Structure Determination

description: Related Article: Siya T. Hulushe, Frederick P. Malan, Eric C. Hosten, Kevin A. Lobb, Setshaba D. Khanye, Gareth M. Watkins|2022|New J.Chem.|46|20940|doi:10.1039/D1NJ03056F
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.