cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/fm4g5cgkt9.2
title: Data for: Rural Students’ Financial Literacy and Their Willingness to Study

description: The data source is a questionnaire survey conducted in July 2018. The survey was designed and administered to students from four junior middle schools at Midu County by “Peking University Caitong EconEdu for Kids”. This voluntary program aims to improve rural children’s financial literacy by offering free short-term financial education courses in rural schools. Located in the Dali Bai Autonomous Prefecture of Yunnan Province, Midu County is one of the nationally-designated poor counties, with the largest proportion of the poverty population in Dali and a high rate of migrant worker outflow. Many teenagers remain in rural regions while their parents leave to work in urban areas. Rural Midu has been experiencing high dropout rate during recent years and the teenager students who drop out of school usually go to work. Therefore, our sample students are representative of the population in question. The survey interviews 1737 students in total. This dataset contains a large range of data items relating to: (1) basic personal information and family background; (2) understanding of financial information on government subsidy policies in compulsory education; (3) financial knowledge measured by the understanding of compound interest, inflation and personal financing; (4) financial behavior in terms of budget planning and saving; (5) willingness to study, measured by self-assessed opportunity cost of attending school, expected future earnings and preference for savings for further education.
DOI: 10.17632/ddzcwy53vr.2
title: Data for: Pulse Testing For Monitoring the Thermal Front in Aquifer Thermal Energy Storage
DOI: 10.17632/9nrfzz8pb4.1
title: Data for: Testing the effects of sample acid treatment for 40Ar/39Ar geochronology

description: Excel table containing the dataset from the 40Ar/39Ar step-heating analysis for the paper entitled "Testing the effects of sample acid treatment for 40Ar/39Ar geochronology"
DOI: 10.17632/f7msmyg925.1
title: The impact of ICT on financial development: Empirical evidence from African countries.

description: this data set accompanies the study on the relationship between ICT and financial development. the variables involved in the study are mobile cellular subscription (lmcs), main telephone lines (lmtl), internet users (liu), and financial development (fd). The values in this dataset are the logarith transformation of their original values. the countries involves in the sample are grouped according to their nation income per capita.
DOI: 10.17632/bjmfpmgw55.1
title: Online Appendix for "Portfolio Management under Multiple Regimes: Strategies that Outperform the Market" published by RAC-Revista de Administração Contemporânea

description: This file is the appendix of article "Portfolio Management under Multiple Regimes: Strategies that Outperform the Market" from Lewin and Campani (2020). Here, we present in Portuguese the mathematical procedures to set up the applied model following Campani, Garcia and Lewin (2020). This information allows the researcher to reproduce the model. Our research objective is to open field for a broader application of regime swithing models in asset allocation worldwide.
DOI: 10.17632/gvp7vshvnh.2
title: Cassava root cross-section images

description: This dataset contains images of cassava root cross-sections captured by the Makerere University Artificial Intelligence Lab in conjunction with the National Crop Resources Research Institute in Uganda and the Tanzania Agricultural Research Institute in Tanzania. The images were captured during harvests conducted by cassava breeders to assess and score root necrosis for different varieties of cassava. The dataset contains 9843 images from five field trials. The images can be used to develop deep learning algorithms that can help to automate the scoring of root necrosis and to study other aspects of necrosis expression on cassava roots..
DOI: 10.17632/y92sbjt6k4.2
title: Online Appendix for "Portfolio Management under Multiple Regimes: Strategies that Outperform the Market" published by RAC-Revista de Administração Contemporânea

description: This file is the appendix of article "Portfolio Management under Multiple Regimes: Strategies that Outperform the Market" from Lewin and Campani (2020). Here, we present in Portuguese the mathematical procedures to set up the applied model following Campani, Garcia and Lewin (2020). This information allows the researcher to reproduce the model. Our research objective is to open field for a broader application of regime swithing models in asset allocation worldwide.
DOI: 10.17632/7j5vv3rryc.1
title: Clinical outcome and safety of rituximab therapy for pemphigoid diseases

description: https://doi.org/10.1016/j.jaad.2019.11.023 Supplemental materials for this retrospective case series including all (n=38) pemphigoid patients at the University of Pennsylvania followed at least 1 year after RTX or until death. Outcomes followed consensus definitions. The primary endpoint was complete remission (CR). Secondary endpoints were CR off therapy (CROT), corticosteroid dose, relapse, serious adverse events (SAEs), and autoantibody titers.
DOI: 10.17632/r3jzj8787y.2
title: Data of Climatically modulated decline in wind speed will promote the expansion of Microcystis due to larger colony formation and reduce phytoplankton biodiversity

description: Supporting data for an original research paper titled "Climatically modulated decline in wind speed will promote the expansion of Microcystis due to larger colony formation and reduce phytoplankton biodiversity".
DOI: 10.21227/k7qr-5x74
title: Supplemental Materials for 'A Twofold Look-up Table Architecture for EfficientApproximation of Activation Functions'

description: This zip file includes supplemental materials for the research "A Twofold Look-up Table Architecture for Efficient Approximation of Activation Functions".
DOI: 10.17632/ffmfhw6kg8.1
title: Resilience & Cortisol_2020

description: Data of a study examining the association between trait resilience and salivary cortisol in 49 Chinese undergraduates. Saliva samples were collected from participants 6 times per day over 3 consecutive days with compliance monitored by MEMS track caps. The Chinese version of the Brief Resilience Scale (Lai & Yue, 2014) was used to measured trait resilience.
DOI: 10.21227/s3gn-e580
title: Supplemental Materials for 'A Twofold Look-up Table Architecture for EfficientApproximation of Activation Functions'

description: This zip file includes supplemental materials for the research "A Twofold Look-up Table Architecture for Efficient Approximation of Activation Functions".
DOI: 10.17632/nj72kmdj77.1
title: Forage biomass of different pasture management systems in Western Region of São Paulo State, Brazil

description: The objective of this dataset was to present the forage biomass production over time in different pasture management systems. We selected two farms located in the Western region of São Paulo State, Brazil. Pasture field data collection was carried out in two farms during three dates (June and November 2018 and March 2019) over two seasons (wet and dry). Samples were regularly taken through time to monitor forage biomass. These fields represent a wide variety of pasture management, as follow: Farm 1 (Santa Clara): i) traditional, low forage productivity, cattle rotation; ii) traditional, intermediate forage productivity, fertilized, cattle rotation; iii) intensified pasture, high forage productivity, reformed, cattle rotation. Farm 2 (Poderosa): i) traditional degraded*, recently reformed with millet + grass, cattle rotation; ii) traditional, low forage productivity, signs of degradation, fertilized, cattle rotation. *degraded was based on visual analysis of pasture area with sparse grass and exposed soil in some areas. With the support of NDVI images from the MODIS sensor, sample pixels were used to allocate the sample points. The areas of these pixels were divided into nine sampling points and in each of these points, the forage biomass was collected. Soil analyses were also carried out in two seasons (June 2018 and March 2019). The data files were organized in three folders. Each folder represents one field campaign. These folders have a shapefile of all the fields, the same file in kml extension (to open on Google Earth) and a zip file with photography of each field during the field campaign. The attribute table of the shapefile has a description of the fields and biomass. Excel files show the same information of the attribute table and a description of the items. A figure with the template of the biomass collection scheme is also available. Soil analyses are in the folders 'June 2018' and 'March 2019'. A more detailed description and discussion about these data and their association with soil chemical analysis were described in a scientific report (available by request). The biomass collection allowed the analysis of the forage production and better diagnoses about resource utilization strategies over the different pasture systems. This work was funded by the São Paulo Research Foundation (process numbers 2018/10770-1, 2017/06037-4, 2016/08741-8, 2017/08970-0, 2018/11052-5 and 2014/26767-9) as part of the Global Sustainable Bioenergy Initiative.
DOI: 10.17632/8d939wvc7r.1
title: Dataset for the evaluation of tongue alterations in ALS by sonographic and 3T-MRI imaging

description: This dataset contains cross-sectional and longitudinal tongue images and assessments obtained from 206 ALS patients and 104 age- and sex-matched controls that underwent high-resolution ultrasound (HRUS) and 3T MRI. In each image, the tongue is delineated in an additional region of interest (ROI) file provided for each of the coronal cross-sections acquired via HRUS and the midsagittal slices from the sagittal cerebral 3D-MPRAGE 3T MRI of the head. For these ROIs size and mean intensity markers are calculated. From the MRI images quantitative parameters for the shape and relative position of the tongue are derived. For each individual in the dataset these obtained markers are provided along with demographic and disease specific information in accompanying lists. The dataset can be combined with other data to increase statistical power or to extend the analysis with more advanced algorithms to implement and study additional markers for size, shape or texture of the tongue in ALS patients and controls.
DOI: 10.34619/tnq8-4n54
title: Effect of a single-gene knockout on the metabolic regulation in Escherichia coli for D-lactate production under microaerobic condition [Datasets]

description: Data from the manuscript: Zhu J, Shimizu K. Effect of a single-gene knockout on the metabolic regulation in Escherichia coli for D-lactate production under microaerobic condition. Metab Eng. 2005;7(2):104-115. doi:10.1016/j.ymben.2004.10.004
DOI: 10.17632/7wc7wscfpm.2
title: Static triggering shows the full spectrum of earthquake modes

description: This includes three Excel files of friction experimental data with normal stresses of 3.4, 6.8 and 10.2 MPa, respectively. Where, U denotes the loading displacment, u represents sliding displacement, and F is the shear force. Experiments were conducted in a biaxial forcing apparatus under double direct shear.
DOI: 10.17632/bf7p88dfwd.1
title: Subclonal Mutation Selection in Mouse Lymphomagenesis Identifies Known Cancer Loci And Suggests Novel Candidates. - Supplementary figures

description: Subclonal Mutation Selection in Mouse Lymphomagenesis Identifies Known Cancer Loci And Suggests Novel Candidates. - Supplementary figures and data
DOI: 10.17632/p98hwk5mwn.1
title: Striae on slickensides within the Lutynia/Ladek Zdroj area for SW Faultkin7 and Rock2014

description: Data contains all measured striae on slickensides in volcanic rocks within the Lutynia and Ladek Zdrój area catogorized to individual paleostress patterns. Dataset for SW Faultkin7 contains data for iwhole paleostress pattern, datasets for SW Rock2014 contains data for individual paleostress states.
DOI: 10.17632/rjtgsjjgjv.1
title: Application of the CLeAR Approach to the Water Quality Domain

description: Dataset on the application of the CLeAR approach to the water quality domain. Each table provides data generated by a CLeAR step or activity. The table name identifies the CLeAR step or activity.
DOI: 10.17632/yxrbfvcxdn.1
title: A Survey about the Coronavirus (COVID-19) situation in Nigeria

description: Data Survey on the Awareness and Risk Perception of COVID-19 in Nigeria.
DOI: 10.17632/82ykchstgh.3
title: Supplementary material with individualized results for all test instances in 'A Simheuristic Algorithm for the Stochastic Permutation Flow-Shop Problem with Delivery Dates and Cumulative Payoffs'

description: Supplementary material with individualized results for all test instances in 'A Simheuristic Algorithm for the Stochastic Permutation Flow-Shop Problem with Delivery Dates and Cumulative Payoffs'
DOI: 10.17632/nd7vh7pw7h.1
title: the calculated modal frequencies and modal shapes of composite foils based on beam theory

description: the modal frequencies and modal shapes of composite foils based on beam theory by finite difference method in Matlab
DOI: 10.17632/82ykchstgh.2
title: Supplementary material with individualized results for all test instances in 'A Simheuristic Algorithm for the Stochastic Permutation Flow-Shop Problem with Delivery Dates and Cumulative Payoffs'

description: Supplementary material with individualized results for all test instances in 'A Simheuristic Algorithm for the Stochastic Permutation Flow-Shop Problem with Delivery Dates and Cumulative Payoffs'
DOI: 10.14457/tu.the.2018.1451
title: An investigation of most frequently used English idioms: an analysis among a published resource, COCA and L2 learners

description: English idioms are an important part of English language which ESL/EFL learners should master since fluency in using the idioms reflects language proficiency level and effectiveness in communication of the learners. One important challenge in teaching idiom is which idioms should be selected and taught in a classroom first, due to the fact that most idiom materials are primarily based on intuition and some of them include a substantial number of seldom-used idioms in real life. Using a corpus can provide empirical data to support decision making on idiom selection. Thus, this corpus-based study aimed at identifying the most frequently used English idioms from a published resource for teaching and learning by using COCA as a tool and further investigating the idioms used among ESL/EFL learners of Asian backgrounds using a learner corpus, ICNALE. This study obtained a list of the top 50 most frequently used English idioms, one that teachers can use as a basis for their idiom-related lessons. It also reveals interesting findings; e.g. the usage of idioms found in COCA was remarkably greater than that in ICNALE (93.8% vs. 3.7%). Despite minimal usage of idioms, ESL/EFL learners seem to be aware of the usage of idioms as the idioms they used are close to the top 5 and 10 frequently used idioms of native English speakers.
DOI: 10.17632/mpzjpf7xfk.2
title: Disassociated rhamphotheca of fossil bird Confuciusornis informs early beak reconstruction, stress regime, and developmental patterns

description: Finite element models and their inputs and outputs used to create Figure 2 in Miller et al. 2020, "Disassociated rhamphotheca of fossil bird Confuciusornis informs early beak reconstruction, stress regime, and developmental patterns". A README text file is included to explain the file types included and methods to recreate our outputs. Edit July 30 2020: Title changed to conform to publication guidelines.
DOI: 10.17632/g5v3fgbmxs.1
title: The degree of awareness and proficiency gap amongst construction experts on Construction 4.0 technologies in South West Nigeria

description: This research paper presents data on the investigation conducted to assess the degree of awareness and proficiency gap amongst construction experts on construction 4.0, South West, Nigeria. Globally, knowledge and proficiency of workers are considered key factors for quality delivery of construction projects. The construction industry is enthusiastic about implementing the modern technologies of the fourth industrial revolution into their operations. Consequently, the implementation of these technologies necessitates assessing the level of awareness and proficiency gap of the experts towards building the needed capabilities in the workforce. Data were collected using survey research design. Convenience sampling technique was adopted to select the respondents. Quantitative method with the use of closed ended questionnaire was used to collect the data. Cronbach Alpha test was used to confirm the validity of the questionnaire, which proved that the instrument were reliable. Descriptive analyses were conducted to interpret and give further explanation of the data collected and this present opportunity for further analyses.
DOI: 10.17632/dpypk6dtwb.1
title: Insomnia in the elderly

description: All available treatments of insomnia in the elderly
DOI: 10.17632/p5rbn8mygp.1
title: PICO Statements Dataset

description: The PICO Statements dataset is a collection of 130 abstracts from Randomized Clinical Trials and Controlled Trials, manually annotated by medical practitioners, to identify sentences that not only contain all four PICO elements but also answer clinically stated questions. These sentences are referred to as PICO Statements. In Evidence-Based Medicine (EBM), the PICO framework is used by medical practitioners to narrow the search space and enable faster decision-making towards treatment procedures. The framework is named after the four elements that comprise it, Population, Intervention, Comparator and Outcome. Previous datasets focus on identifying either whole sentence to a single PICO element or, more recently, the sequence of tokens in the sentence that describe each element. Similar to previous research, we consider Intervention and Comparator as one element in our annotation scheme. For each sentence, we binary annotate the existence of each PICO element individually and if the sentence is a PICO Statement. The dataset is offered, in an abstract per file manner, in two formats: 1) XML format, for sentence classification. The XML format present each abstract, along with its title, annotated on a sentence level, with all four annotations present for each sentence in a binary format. The XML Schema (.xsd) files are also available in the miscellaneous folder. 2) pseudo-IOB format, for PICO entity prediction. The pseudo-IOB format, presents each abstract, along with its title, annotated on a token level, with the same binary annotations repeating for each token in the sentence. The binary annotations in the pseudo-IOB format are corresponding to the PICO elements in the following order: Population, Intervention/Comparator, Outcome, PICO Statement. In both annotation schemes contain the same abstracts and the file names are corresponding to the PubMedIDs of the publications from which the abstracts originate.
DOI: 10.17632/4vcb843t76.3
title: Test data set for the conveyor transport system

description: Using the PiKh–model [1], a test data set for training the neural network is formed. The data for training is presented in the file (raw_data_table.csv). The architecture of the neural network can be arbitrary and is set by the settings file (experiment_plan.json). 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. The values of the output streams for the output sections m=7.8 are presented in the file (epoch0000300000_R.xlsx) under the column names (7.outputA), (8.outputA). The values (7.outputA), (8.outputA) are defined for each row of the test data set for training the neural network.
DOI: 10.17632/pvf8cj3zn8.1
title: Erysipelothrix rhusiopathiae vaccine strain VR-2 draft genome data

description: Draft genome sequence data of E. rhusiopathiae strain VR-2 and annotation of the VR-2 raw data.
DOI: 10.17632/2ymh43mfvc.1
title: Data for: Simulations on Interactions between Ultra High Temperature Ceramics up to 30000C Melting Point and Thermal Neutrons

description: Thermal neutron interactions parameter of nuclear reactions with UHTCs.
DOI: 10.17632/4rwvkddj9v.1
title: DataCTC
DOI: 10.17632/cfxdry2h2x.1
title: TWITTER_DETAILED_COSTS_PER_SECTOR

description: Detailed costs per sector according to Twitter messages.
DOI: 10.17632/7cdhzzhd4m.1
title: Dataset for Content-aware Neural Hashing for Cold-start Recommendation

description: Data used in: Casper Hansen, Christian Hansen, Jakob Grue Simonsen, Stephen Alstrup, and Christina Lioma. 2020. Content-aware Neural Hashing for Cold-start Recommendation. In _Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR ’20). Association for Computing Machinery, New York, NY, USA, 971–980. DOI:https://doi.org/10.1145/3397271.3401060
DOI: 10.17632/zh7vf6pwfz.1
title: Stochastic tsunami scenarios for Central Chile

description: Data set which contains the stochastic tsunami scenarios from the article "An improvement of tsunami hazard analysis in Central Chile based on stochastic rupture scenarios" The tsunami scenarios were configured to be run with NEOWAVE tsunami model. Each scenario consists of 357 subfaults of 20x20 km. The coordinates and depth correspond to the south west corner of each subfault.
DOI: 10.17632/bg736dv69b.1
title: Data for: Effects of aeration on the suspended matter from a Tropical and Eutrophic estuary

description: In this word document you can find tables with data from the manuscript Effects of aeration on the suspended matter from a Tropical and Eutrophic estuary under considering for publication.
DOI: 10.17632/5rdkm4tpzp.1
title: Network analysis dataset of COVID-19 Preventive Health Behavior and Mental Health

description: network analysis to show how preventive health behavior, fear of COVID-19, psychological distress, and post-traumatic stress are linked together in network visualization by COVID-19