cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/6b43zsj55w.3
title: (Dataset) Accessibility in Mobile Applications: Systematic literature review

description: Contains the data set of the Literature Review of native mobile applications considering sensory, motor, and cognitive disabilities.
DOI: 10.17632/pdxw9jjddc.1
title: TGF-β/YB-1/Atg7 axis promotes the proliferation of hepatic progenitor cells and liver fibrogenesis

description: uncropped WB slides for "TGF-β/YB-1/Atg7 axis promotes the proliferation of hepatic progenitor cells and liver fibrogenesis"
DOI: 10.17632/45hs5ht6k3.4
title: Pesteh-Set

description: Pesteh-Set, A Pistachio Dataset containing 6 videos and 423 labeled images. For more details refer to https://github.com/mr7495/Pesteh-Set Codes description is available at https://github.com/mr7495/Pistachio-Counting. If you find this dataset useful, please cite this paper: https://arxiv.org/abs/2005.03990
DOI: 10.17632/97hkwn5y3x.1
title: Nairobi Securities Exchange (NSE) Kenya - All Stocks Prices 2021

description: This compilation of historical daily stock market price data relates to the Kenyan Nairobi Securities Exchange (NSE). This data is valuable for any machine learning algorithm that needs data (training, validation, testing). This compilation develops on an earlier dataset (2008-2012) that was initially compiled as part of a research project to predict next day stock price, based on the previous five days, using Artificial Neural Networks (ANN). This initial research [1],[2] tested 6 stocks [3] using ANN of configuration 5:21:21:1. The data was then enhanced as a new compilation of all stocks in the period 2007-2012 [4]. Thereafter, the NSE dataset for 2013 to 2020 [5] was compiled followed by this compilation that now has the 2021 data (upto April 30). The method of data compilation has remained as it was originally, being data scrapping from a publicly accessible website [6] licensed by NSE. The processing involves exporting the raw web data to spreadsheets, then cleaning up, by removal of unnecessary data elements such as HTML tags and other graphics that cannot be converted to text. Just like the previous compilations, each stock data row has the following 13 data columns (1) Date (2) Stock Code (3) Stock Name (4) 12-month Low price (5) 12-month High price (6) Day's Low price (7) Day's High price (8) Day's Final Price (9) Previous traded price (10) Change in price value (11) Change in price % (12) Volume traded (13) Adjusted price. One additional CSV file has been introduced to show market sector that each stock belongs to. The 3 column headings for this additional CSV are: (1) Market sector (2) Stock Code (3) Stock Name. With the addition of this new data compilation, researchers now have an even larger dataset (2007-2021) and even a bigger pool of stocks and their indices, since stocks keep being introduced (or even retired). Providing the market sector information also opens up additional opportunities for data analysis and usage in machine learning research. List of data files on this dataset: NSE_data_all_stocks_2021_upto_30apr2021.csv NSE_data_stock_market_sectors_2021.csv References: [1] Wanjawa, B. W. (2014). A Neural Network Model for Predicting Stock Market Prices at the Nairobi Securities Exchange (Dissertation, University of Nairobi). [2] Wanjawa, B. W., & Muchemi, L. (2014). ANN model to predict stock prices at stock exchange markets. arXiv preprint arXiv:1502.06434. [3] Wanjawa, Barack (2020), “Nairobi Securities Exchange Prices 2008-2012 for 6 selected stocks”, Mendeley Data, v3, http://dx.doi.org/10.17632/95fb84nzcd.3 [4] Wanjawa, Barack (2020), “Nairobi Securities Exchange All Stocks Prices 2007-2012”, Mendeley Data, v1, http://dx.doi.org/10.17632/5hk4zw32f5.1 [5] Wanjawa, Barack (2021), “Nairobi Securities Exchange (NSE) All Stocks Prices 2013-2020”, Mendeley Data, V2, http://dx.doi.org/10.17632/73rb78pmzw.2 [6] Synergy Systems Ltd. (2020). MyStocks. Retrieved May 1, 2021, from http://live.mystocks.co.ke/
DOI: 10.17632/vvtvy5bj23.1
title: Student nurses’ attitudes towards climate change and health: A cross-sectional, multi-site study

description: Student nurses’ attitudes towards climate change and health: A cross-sectional, multi-site study
DOI: 10.17632/krfb8y3msd.1
title: Consequence of Enterprise Resource Planning in the Environs of Pedagogical Organization.

description: The application of Enterprise Resource Planning in the prefecture of academic institution, in which it integrated all the academic functions in an individual platform, it was eradicated the external and internal loses, which are by and large being associated with students, faculties, principal and supporting staff of an institution. Here an attempt to install educational SAP software, which integrates and provides the common platform for all the members across the institution. And the principal accesses all the data which is being come out by different departments in respect of student punctuality, absenteeism of the student, faculty’s regularity and irregularity to the college and many more. In this work ERP software played an imperative role to enable the academic functions more effectively and efficiently
DOI: 10.17632/x7tvmxnb5t.1
title: Risk Factors for Mortality in Melioidosis: A single centre 10-year retrospective cohort study

description: Dataset obtained from patient medical records of Amrita Institute of Medical Sciences for the retrospective study, " Risk Factors for Mortality in Melioidosis: A single center 10-year retrospective cohort study"
DOI: 10.17632/ggv2wk8ssp.1
title: Impact of thermal treatment process over carbon based single point cutting tool

description: In this research work, we have found that tool wear rate of the materials of high-speed steel and Stainless steel of 440C Grade which are having optimum composition of carbon and other constituents. Here we have expounded the distinguishing characteristics of high-speed steel and Stainless Steel in respect to the tool wear. Subsequently, we have carried out heat treatment process, where two machined specimens were kept inside the muffle furnace once it attained required temperature, it was maintained at that temperature for a certain period of time and then cooled back to room temperature, we have conducted hardness test, tool wear test. In addition to these cutting operations have performed over mild steel workpiece.
DOI: 10.17632/hjjhcfxp7n.1
title: Realistic case study of transmutation of coke dry quenching expulsion facility to lessen the maintenance work and augment the performance of Vibro feeder line pipe in the department of mechanical coke ovens

description: The common problems which are found while charging of coke into the chamber are failure of electrical cables and sensors. However due to paucity of discharging facility at Vibro feeder line pipe, causes the damage of Vibro feeder line as well as obstruction for smooth flowing of dust into the de dusting chamber. So, by increasing the angle of Vibro Feeder line pipe, causes smooth flowing of dust as well as enhance the performance of Vibro feeder line in a demure manner.
DOI: 10.17632/9wzcb4zw2w.1
title: Opioid-free versus opioid-based anesthesia for obese patients: Systematic Review and meta-analysis
DOI: 10.17632/2w3kvrg97m.1
title: Brazilian Portuguese Hotel’s Reviews Corpus

description: Corpus composed of hotel reviews from TripAdvisor. OnTripAdvisor when making a review, users should enter the number of circles corresponding to the overall evaluation of the hotel, give a title to the evaluation, the evaluation with at least 200 characters, choose the month and year of the visit, as well as other non-mandatory information. We collected four information from the evaluations: the number of circles, the title, the evaluation and the date on which the evaluation was performed. The data were collected only from accommodations classified as hotels. The Reviews were collected from February to March 2018, so the most recent review dates from March 20, 2018. Reviews were taken from hotels of the 26 capitals of Brazilian states and the Federal District as well. We chose to collect reviews of hotels in the capitals in order to have a clear criteria of delimitation of the number of cities and to cover all Brazilian states as well. We gathered a total of 730,069 reviews. The first normalization we did in the corpus was the removal of the excesses of punctuation and sequence of repeated letters that did not form words. As TripAdvisor requires the user to write a comment of at least 200 characters, in several occasions the users completed the comments with punctuation sequences and random characters that did not form words, so we removed several of these occurrences. We kept reticence and sequences of up to three exclamation question marks (which may have some meaning when it comes to the sentiment analysis). We have developed a lexical dataset to help us to reduce the number of words that were linked to each other (eg ”Bomcaf ́edamanh ̃a”). We separated terms such as numbers or hyphens (preceded and followed by spaces) linked to words (eg “8Limpeza” to “8 Limpeza” and ‘-Gostei‘” to “- Gostei”). In addition,we kept the words the way they were written, even if incorrectly, due to typingerrors or intentionally. So we kept terms with “adoreeeeei” and “lliiiixxxoooo”(similar to “I loveeeeed it” and “trrraaaaaassshh”, respectively). On the Internet it is common to write uppercase terms as a way of emphasizing something either positively or negatively, for this reason we also kept the texts capitalization intact. After carrying out the normalizations, we have obtained a count of 56,743,114 tokens and 246,307 types. Considering stop-words and punctuation signs, we can see that each review, on average, consists of about 77 tokens, with the largest review having 2,857 tokens and the lowest having only 2 tokens. More details can be found in the paper: SOUZA, J. G. R. ; OLIVEIRA, A. P. ; MOREIRA, A. . Development of a Brazilian Portuguese Hotel's Reviews Corpus. In: PROPOR - International Conference on Computational Processing of the Portuguese Language, 2018, Canela. PROPOR - International Conference on Computational Processing of the Portuguese Language, 2018. v. 11122. p. 353-361.
DOI: 10.17632/y99hwsj6j8.1
title: Influence of Hardening Process Over Modified Heat-Treated Carbon Steel Cutting Tool Materials

description: In this research work, we have found that tool wear rate of the materials of high-speed steel and Titanium alloy which are having optimum composition of carbon and other constituents. Here we have expounded the distinguishing characteristics of high-speed steel and Titanium alloys in respect to the tool wear. Subsequently, we have carried out heat treatment process, where two machined specimens were kept inside the muffle furnace once it attained required temperature, it was maintained at that temperature for a certain period of time and then cooled back to room temperature, we have conducted hardness test, tool wear test. In addition to these cutting operations have performed over mild steel and aluminum workpiece.
DOI: 10.17632/8pr3btv5t4.1
title: Highly Multiplexed Mass Cytometry Identifies the Immunophenotype in the Skin of Dermatomyositis

description: Dermatomyositis (DM) is a rare, systemic autoimmune disease that most frequently affects the skin, muscles, and lungs. The inflammatory infiltrate in the skin has not been fully characterized, and, in this study, we took a single-cell, unbiased approach using imaging mass cytometry. Substantial monocyte‒macrophage diversity was observed, with the CD14+ population correlating positively with Cutaneous Dermatomyositis Disease Area and Severity Index scores (P = 0.031). The T-cell compartment revealed CD4+ T, CD8+ T, and FOXP3+ T cells. Activated (CD69+) circulating memory T cells correlated positively with Cutaneous Dermatomyositis Disease Area and Severity Index scores (P = 0.0268). IFN-β protein was highly upregulated in the T-cell, macrophage, dendritic cell, and endothelial cell populations of DM skin. Myeloid dendritic cells expressed phosphorylated peroxisome proliferator‒activated receptor γ, phosphorylated IRF3, IL-4, and IL-31, and their quantity correlated with itch as measured in Skindex-29. Plasmacytoid dendritic cells colocalized with IFN-γ in addition to the known colocalization with IFN-β. Nuclear phosphorylated peroxisome proliferator‒activated receptor γ expression was found in the DM endothelium. Imaging mass cytometry allows us to characterize single cells in the immune cell population and identify upregulated cytokines and inflammatory pathways in DM. These findings have important implications for the development of future targeted therapies for DM.
DOI: 10.17632/g2fbhg9j9x.1
title: Archetypal Case Study of Pupil Service learning in the Paddock of Challenging and destitute Community Based Organizations

description: In sight of mechanical engineering aspects, here our students have undergone for two weeks industrial training in a well-regarded industry; there they have applied their class room learning skills in needy community organizations. In which they have resolved the evils which are being associated with machine tools and worker’s environment. There they found the satisfactory results after applying class room learning. The acceptable discussions have recounted in impending section of this paper.
DOI: 10.6084/m9.figshare.14534883.v1
title: NanoporeReads_C.limacisporum

description: Two long reads obtained from Nanopore sequencing as an illustration of plasmid integration into the genome of protist Corallochytrium limacisporum, as described in the Figure S1 in https://www.biorxiv.org/content/10.1101/2020.11.12.379420v1
DOI: 10.6084/m9.figshare.14534883
title: NanoporeReads_C.limacisporum

description: Two long reads obtained from Nanopore sequencing as an illustration of plasmid integration into the genome of protist Corallochytrium limacisporum, as described in the Figure S1 in https://www.biorxiv.org/content/10.1101/2020.11.12.379420v1
DOI: 10.17632/xrwb9m37gd.3
title: RailEnV-PASMVS: a dataset for multi-view stereopsis training and reconstruction applications

description: A Perfectly Accurate, Synthetic dataset featuring a virtual railway EnVironment for Multi-View Stereopsis (RailEnV-PASMVS) is presented, consisting of 40 scenes and 79,800 renderings together with ground truth depth maps, extrinsic and intrinsic camera parameters and binary segmentation masks of all the track components and surrounding environment. Every scene is rendered from a set of 3 cameras, each positioned relative to the track for optimal 3D reconstruction of the rail profile. The set of cameras is translated across the 100-meter length of tangent (straight) track to yield a total of 1,995 camera views. Photorealistic lighting of each of the 40 scenes is achieved with the implementation of high-definition, high dynamic range (HDR) environmental textures. Additional variation is introduced in the form of camera focal lengths, random noise for the camera location and rotation parameters and shader modifications of the rail profile. Representative track geometry data is used to generate random and unique vertical alignment data for the rail profile for every scene. This primary, synthetic dataset is augmented by a smaller image collection consisting of 124 manually annotated photographs for improved segmentation performance. The specular rail profile represents the most challenging component for MVS reconstruction algorithms, pipelines and neural network architectures, increasing the ambiguity and complexity of the data distribution. RailEnV-PASMVS represents an application specific dataset for railway engineering, against the backdrop of existing datasets available in the field of computer vision, providing the precision required for novel research applications in the field of transportation engineering. File descriptions: + RailEnV-PASMVS.blend (227 Mb) - Blender file (developed using Blender version 2.8.1) used to generate the dataset. The Blender file packs only one of the HDR environmental textures to use as an example, along with all the other asset textures. + RailEnV-PASMVS_sample.png (28 Mb) - A visual collage of 30 scenes, illustrating the variability introduced by using different models, illumination, material properties and camera focal lengths. + geometry.zip (2 Mb) - Geometry CSV files used for all the scenes. The Bezier curve defines the geometry of the rail profile (10 mm interval). + sampleset_19.zip (2.5 Gb) - A single RailEnV-PASMVSD scene sample for easy viewing and evaluations. For the full dataset please use the link provided below. + PhysicalDataset.zip (1.8 Gb) - A smaller, secondary dataset of 124 manullay annotated photographs of railway environments; only the railway profiles are annotated. GitHub page to access the full RailEnV-PASMVS dataset (hosted on Google Drive): https://github.com/andrebroekman/RailEnV-PASMVS
DOI: 10.17632/yzcnk5wjk5.1
title: Binary collision of barchan dunes

description: In nature, barchan dunes usually move in groups in most cases, and their sizes are roughly close to each other. A major cause of such stability is the binary collision among the dunes. Researchers have studied extensively the binary collision, and summarized several types of collision patterns; recently, a classification map of the binary collision pattern, based on the control parameters such as Shields number, has been established. However, in the abovementioned work, collision patterns themselves have not been parameterized. This experiment returns to the starting point of the study by only retaining the most important control parameter: the initial mass ratio of two dunes in collision, conducts a dual-color water tunnel experiment, and proposes two ways of parameterizing the binary collision pattern. Then, a monotonous smooth relationship between the initial mass ratio and the collision pattern is obtained, which is able to reveal the inherent property towards stability of a dune group . The data includes an XLS documenting the collision pattern versus the initial mass ratio for a total of 35 cases, 7 representative collision cases (GIFs and TIFF images), and 8 other selected GIFs.
DOI: 10.17632/6873gsrjfz.3
title: Data from: G Protein-Coupled Receptors in progressive and radioiodine-refractory thyroid cancer in the Era of Precision Medicine

description: G Protein-Coupled Receptors in progressive and radioiodine-refractory thyroid cancer in the Era of Precision Medicine
DOI: 10.17632/yydjz733rm.1
title: Data for :Ecology of Bullet tuna larvae in the Japan Sea.

description: The results for evaluation on ecology of bullet tuna and Pacific bluefin tuna larvae in the Japan Sea (Sea of Japan). ecology_1.csv is the results of catch and environment at every sampling, size_data.csv is the larval size data, gut_contents.csv is the results of morphological identification of gut contents, and gut_contents_metagenome.csv is the results of metagenetically identification of gut contents. We submit our manuscript to the scientific journal, and when use this data, please read and cite it.
DOI: 10.17632/hxzdt86b8x.1
title: Glauber Salt Phase Change Behavior

description: The dataset includes all the input files for the molecular dynamics simulation of Glauber's salt phase change simulations and the effect of ionic salt additives on phase change behavior.
DOI: 10.17632/8mp3gffh25.1
title: Clay mineral data in the Pearl River Delta

description: Four cores (PRD-1, PRD-3, PRD-6,PRD-7) clay mineral data in the Pearl River Delta since the middle Holocene
DOI: 10.17632/3h2scr3nh2.1
title: Supplemental Materials - Mediatized Realities of Migrants in a Comparative Perspective:

description: Supplemental materials (Table A1 through Table A5) for article 'Mediatized Realities of Migrants in a Comparative Perspective: Media Use, Deservingness, and Threat Perceptions in the United States and Western Europe', published in International Journal of Communication (2021), authored by David De Coninck, Christine Ogan, Lars Willnat, Leen d'Haenens
DOI: 10.17632/26n8thh5g9.3
title: Unprocessed and up-cropped Western blot images [Pharmacol. Res. (2021) 166:105474]

description: In our previous study [Cheng et al., Pharmacological Research (2021) 166:105474] , we demonstrated that ROS scavenging by the use of Tiron partially attenuated the DNA damaging effects of BIRC5 down-regulation in MCF7 and MDA-MB-231 cells, as shown by the results of the Western blot analysis (Fig. 3E). Despite the ACTA1 blots (i.e. the blot images) used for the "MCF7 and MDA-MB-231 panels" are completely different and without manipulation; however, these blots "on certain degree" look a bit similar to each other. In order to avoid creating confusion to the reader, we here provide the Raw (unprocessed and un-cropped, and with a series of different exposure time) images in order to support the authenticity of the images published (Fig. 3E) in the article. On the images, the first 4 lanes belong to MCF7 and the next 4 lanes belong to MDA-MB-231. Out of these "4 lanes", only the first 3 lanes were used (i.e. Lane 1, 2, 3 and 5, 6, 7) for the figure.
DOI: 10.17632/4vcb843t76.7
title: Test data set for the conveyor transport system

description: Using the PiKh–model, a test data set for training the neural network is formed. Training data is presented in a separate file.. The architecture of the neural network can be arbitrary and is set by the settings file. To build the architecture of a neural network, it is necessary to determine the names of the input nodes, the names of the output nodes and set the parameters for hidden layers and the output layer. Each output layer is characterized by a name and parameters that determine the number of nodes, the type of activation function, the optimization algorithm, and the method for distributing errors between nodes. The settings file allows you to set the number of epochs during the training of the neural network, the interval between epochs when the learning results are saved (the interval of data recording on the hard disk), the error value (MSE), and the value of the task stop time for cooling the processor.
DOI: 10.17632/67rhbr5rvy.1
title: Increasing Demand for Cryptocurrencies During The Covid-19 Epidemic

description: In order to measure the value of cryptocurrencies in the financial asset portfolio during the epidemic, the data covers the period from December 2019, when the virus was first seen in the world, to January 2021. The portfolio includes bitcoin (BTC / USD), ISE30 Index, dollar TL rate ($ / TL), gold dollar rate (XAU / USD) and government bond financial instruments. All financial assets are included in the portfolio with their monthly data. Data is taken from www.coinmarketcap.com and www.investing.com.
DOI: 10.17632/x7zvm2xphn.5
title: Personal monitoring data and interview results regarding dosimeters worn by medical workers in Japan
DOI: 10.17632/7kdw9skn7h.1
title: Supplemental data and parameters of protodolomite layer @Lake Sayram

description: This supporting information contains six supplementary figures (Figure S1 to S6) and three tables (Table S1 to S5). Four figures in the article are also uploaded.
DOI: 10.17632/b88twnx3fg.1
title: Data for paper 2

description: Data for paper 2: Does perfectionism affect individual financial risk tolerance, wealth accumulation, and gambling behaviour
DOI: 10.17632/2td9743gzy.1
title: How Anxious People Perceive Time When They Feel the Time Is Not Their Own

description: This is the dataset of the study "How Anxious People Perceive Time When They Feel the Time Is Not Their Own", which includes the raw and analyzed data from three experiments. Detailed information is available from the author on reasonable request.