cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/zs55rrrvzw.1
title: Supplementary Data: 21st Century climate change impacts on key properties of a large-scale renewable-based electricity system

description: See the README.pdf file
DOI: 10.17632/jyh2wdyb7z.6
title: Rapid depletion of DIS3, EXOSC10 or XRN2 reveals the immediate impact of exoribonucleolysis on nuclear RNA metabolism and transcriptional control
DOI: 10.17632/mcfk26ym2s.1
title: Data from a lab experiment on the impacts of a broker on vote choice in clientelism

description: The dataset contains (1) z-tree codes and instructions for three experimental conditions, (2) raw data from the experiment, (3) reshaped data for statistical analysis reported in the article “A side effect of a broker’s expertise in clientelism: A lab-experimental study” , (4) secondary data for generating figures, (5) the figures reported in the article, and (6) STATA codes for the statistical analysis and the figures.
DOI: 10.5517/ccdc.csd.cc1z48v7
title: CCDC 1821369: Experimental Crystal Structure Determination

description: Related Article: M. Manvizhi, S. Murugan, P. Sutharsan, J.S. Nirmalram, S. Subaschandrabose|2019|J.Mol.Struct.|1183|390|doi:10.1016/j.molstruc.2018.12.029
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: 10.17632/tmg8pnjmdj.1
title: Datasets for Paper "Towards Understanding Bugs in An Open Source Cloud Management Stack: An Empirical Study of OpenStack Software Bugs"

description: 1.Folder 1-48255 original data contains the original XML files obtained from OpenStack bug stack, including 48255 bug reports which have Critical, High and Medium severity level and Complete and Fixed status. We uploaded bug607068 as a sample and uploaded other remaining data as two zip files for it has more than 40000 files, while GitHub only allows uploading up to 100 files at a time. All these data were obtained using a data crawl tool. Specific steps are as follows: 1)Create a new task. 2)Add an opened web page and enter the web address. 3)Set the page of the OpenStack bug page to loop so it could flip automatically after each page is obtained. 4)Create a group of elements so that the data could be crawled one by one. 5)Open each element in the group and crawl the required data. 6) Loop Step 3-4-5 until the task has been completed. 2.Folder 2-32547 bugs is XML files that have been preprogressed using basic text parsing and discourse matching method. This file includes 32547 satisfactory bug reports. We also uploaded them as two zip files and a sample file. 3.Folder 3-Preprogress contains the preprogressing code. 4.Folder 4-800 bugs for analysis contains 800 bug reports which have randomly selected for analysis. The folder has a XML file as a sample and a zip file including other needed data. 5.Folder 5-Benchmarks and data analysis results contains 3 Excel files. Benchmarks including the analyzed bugs in different dimension and each sheet is correspond to a statistical approach, 5 sheets in total. Deployment of components contains the information of deployments of components obtained from the OpenStack bug repository. Fixing information of duration and comments includes the information of each bug, each sheet is corresponding to a severity, all captured from the original data using a data crawling tool.
DOI: 10.17632/7wbh2392g5.1
title: The Costs of Macroprudential Policy

description: Replication data for: “The Costs of Macroprudential Policy” Björn Richter, Moritz Schularick and Ilhyock Shim
DOI: 10.17632/d25bgfn8hd.1
title: The NuRD complex suppresses transcriptional noise during lineage commitment, Burgold et al 2019

description: Original western blots in full associated with manuscript The NuRD complex suppresses transcriptional noise during lineage commitment, Burgold et al 2019
DOI: 10.17632/kgcp676mvb.1
title: Data for: A consistent multiphase SPH approximation for bubble rising with moderate Reynolds numbers

description: Data and figures for: A consistent multiphase SPH approximation for bubble rising with moderate Reynolds numbers The files contains the main results, organazed by sections, such as: 6.2. Validation of momentum equation. 7.1. Density rate dependence. 7.2. Domain size dependence. 7.3. Surface tension dependence. 7.4. Viscosity rate dependence.
DOI: 10.17632/7dtrh35j7v.1
title: Raw data files for RT-PCR, ELISA, Western Blotting and Mass spectrometry analyses

description: PANC1 cells treated with TGFbeta underwent epithelial mesenchymal transition as indicated by the change in the levels of E-Cadherin and N-cadherin. 9-cis retinoic acid (RA) treatment of PANC1 cells caused a decrease in e-cadherin. The levels of various genes known to be involved in EMT were also altered after these various treatments as shown in the RTPCR data. Western blotting analysis of PANC1 cell lysates after various treatments as indicated in the primary raw file showed increased levels of fibronectin and collagen after treatment with TGFbeta and 9-cis RA. This increase was however reversed when the cells were incubated with HX531. ELISA detected increase in the levels of fibronectin in plasma of patients diagnosed with pancreatitis, IPMN and PDAC compared to controls however, the highest levels were detected in the PDAC cohort. ELISA was OGT enzyme showed a significant increase in its levels
DOI: 10.17632/dmcfyd8cfk.1
title: "Spatial Decomposition of Structured Grids for Nuclear Reactor Simulations" Data

description: Processed spatial decomposition metrics for the article titled "Spatial Decomposition of Structured Grids for Nuclear Reactor Simulations" submitted to the Annals of Nuclear Energy for review.
DOI: 10.17632/n5v7hyny8n.1
title: Discrete element traction-separation data for meta-modeling game

description: This data set contains the results of discrete element simulations of an interface composed of frictional granular materials used in the meta-modeling game published in CMAME where reinforcement learning is used to autonomously generate traction-separation laws from these data.
DOI: 10.17632/pk7g4shxrg.1
title: Data for: Estimating Growth Over the Long Run

description: GDP, population and employment estimates for 1820-2017 for a set of economies.
DOI: 10.17632/rxsdfg8ct9.1
title: Dataset of Process Management in IoT Operating Systems: Cross-Influence between Processing and Communication Tasks in End-Devices

description: This dataset is provided as a supplement to the work entitled "Process Management in IoT Operating Systems: Cross-Influence between Processing and Communication Tasks in End-Devices", published in MDPI Sensors Journal. This work focus on process management in IoT Operating Systems from the Edge Computing perspective. Specifically, we have carried out an empirical study of the cross-influence between processing and communication tasks in sensor end-devices. We have performed a set of experimental tests by changing the Radio Duty Cycle (RDC), the Processing Task Duty Cycle (PTDC), the processing task type and the priority scheme of the different tasks. For each test, we obtain the average throughput, latency and wait time of the processing task. This way, we can evaluate the influence that the PTDC and the processing task type have in the communication performance. In addition, we can also evaluate the process management influence by changing the priority scheme. In the opposite direction, the RDC parameter is changed to evaluate its influence on the processing task wait time.
DOI: 10.17632/fybkpf9f6n.2
title: DBSLAP Data Set

description: This repository contains a collection of benchmark instances for the Drone Base Station Location-Allocation Problem (DBSLAP), which is an extension to covering location problems, introduced in the paper titled "The location-allocation of drone base stations". In the DBSLAP, there are m Macro-Base Station (MBS) that provides resource to p Drone Base Stations (DBS) that serve to n users. There exists a nonnegative activation cost, v, for each DBS and a nonnegative variable allocation cost, z, for each MBS. Each MBS has a resource capacity, Phi, that is independent of which DBS is supported. Each user yields a nonnegative unit revenue, c, when served. The objective is to serve all users with at least a minimum service requirement to maximize the total profit given the coordinates of users and MBSs. This problem has been attracting significant interest as the launch of 5th. generation wireless networks is expected to allow telecommunication companies to establish heterogenous network structures, which do not only include terrestrial base stations but also aerial base stations. If you find any errors or like to comment, or if you have additional benchmarks or code material, please write an e-mail to cihantugrulcicek[at]gmail.com.
DOI: 10.17632/hp2d6sz8yb.1
title: Data for: 3335660

description: In the present paper we used SPSS (statistical package for social sciences) for analysing and predicting the outcome of the data
DOI: 10.17632/phm6cbdyyd.1
title: Site characteristics of current wind power deployment in Austria and Denmark

description: This data set features detailed information on wind power deployment in Austria and Denmark aggregated at 1 km spatial resolution. First, we aggegrated wind power plant location data on turbine level to pixels of 1 km size. Second, we added several characteristics which describe the pixel and the site specifications. We included data on average annual wind speeds, land use, height above sea level, population density, human impact on land following the Human Footprint Index and nature conservation areas. For a detailed description of the input data sets please refer to Nitsch, F., Turkovska, O., Schmidt, J. (2019). Observation-based estimates of wind power potential: a case study for the Czech Republic. Submitted to Energy, Sustainability and Society. This data can be used to assess wind power potentials derived from observation-based data. A first case study using this data set was conducted for the Czech Republic in Nitsch et al. (2019).
DOI: 10.17632/9mw3nm9h54.1
title: GBEF vs clip
DOI: 10.17632/9nym9xykvs.1
title: PHILharmonicFlows Data Models

description: Log-based representations of three PHILharmonicFlows data models in pruned and unpruned form.
DOI: 10.17632/npzknkpfzp.1
title: Patent data

description: The data is well processed and used for PICMET project named "Knowledge component combinations and breakthrough idea generation: an analysis of patent " The corresponding author is Tianyu HOU,
DOI: 10.17632/sx2yrz89w9.1
title: Quantitative magnetization transfer imaging of the human locus coeruleus

description: The dataset for each subject includes the following preprocessed images: - B0map.nii - B1map.nii - NM_2_qMT.nii (2D multislice TSE) - qMT_1pt_mc.nii - qMT_2kHz.nii - qMT_ref.nii - T1mfa.nii (multiple flip angle) All the above are coregistered to qMT_2Hk.nii. Tha dataset also includes the following processed images: - PSR_kba12p5.nii (PSR map) - T1obs.nii (T1 map) The code to reproduce the PSR and T1 maps in included.
DOI: 10.17632/y4k226y3hw.1
title: Analysis of power generation efficiency of large Indian wind farms using computational fluid dynamics and polynomial regression

description: The Deccan coastline in India has a great potential for wind power generation, due to balanced wind speed spread over a long period of time. Most of the large wind farms (employing large wind turbines) in India employ state-of-the art wind turbines and are meeting the energy demands put upon them. Other sites, however, still use old and inefficient turbines and are not able to exploit their full potential. India’s energy demand is set to increase in the upcoming years. It is essential, therefore, to revamp old designs. This dataset is a part of an attempt that aims to estimate the farms’ productivity by simulating the GE 1.5XLE turbines in these areas. Simulation experiments were done in ANSYS to record the simulation data. A polynomial regression model was trained on this data in order to predict the estimated power output for any value of the input wind velocity. The results were then compared with existing data about the actual power output of the wind farms. Results were documented. References for existing data: Windpower (Wind energy market intelligence). Lalpur wind farm report. https://www.thewindpower.net/scripts/fpdf181/windfarm.php?id=27004 [Last checked February 16, 2019] Windpower (Wind energy market intelligence). Indian wind farms data. [Last checked February 16, 2019] https://www.thewindpower.net/windfarms_list_en.php References for wind velocity data: a. Sandeep Chinta, Arun Agarwal, C. Raghavendra Rao. Wind Speed Model for Anantapur District, Western Andhra Pradesh, India. International Journal of Innovative Research in Advanced Engineering (IJIRAE) [2014] b. World Weather Online, Monthly Climate Averages https://www.worldweatheronline.com/lang/en-in/chittoor-weather-averages/andhra-pradesh/in.aspx [Last checked February 16, 2019] c. Indiastat; Indiastat Month Wise Mean Wind Speed https://www.indiastat.com/meteorological-data/22/weather-data/30130/month-wise-mean-wind-speed/30790/stats.aspx [Last checked February 16, 2019] d. Meteoblue Weather history: [Last checked February 16, 2019] https://www.meteoblue.com/en/weather/archive/export/india_el-salvador_3585481?daterange=2019-01-09+to+2019-01-16&params=&params%5B%5D=32%3B10+m+above+gnd%3B31%3B10+m+above+gnd&params%5B%5D=32%3B80+m+above+gnd%3B31%3B80+m+above+gnd&params%5B%5D=180%3Bsfc&utc_offset=-6&aggregation=hourly&temperatureunit=CELSIUS&windspeedunit=METER_PER_SECOND
DOI: 10.14469/hpc/5046
title: Haloamidines, NN cyclisation , Na(H2O)5OH Cl migration/dissociation C-Cl TS -1729.171048

description: Gaussian Calculation
DOI: 10.17632/m8dx7vb9zx.1
title: Single bubble volume analysis during the depressurization process (hydrophilic and hydrophobic, 9.85-4 MPa)
DOI: 10.17632/w88msv7364.1
title: Data for: The Effects of Short-Term Rental Regulations: Evidence From the City of Santa Monica

description: This file contains three datasets: 1) Airbnb Entire Home Listings in the LA county by city (or neighbourhood); 2) House Price and Rent indexes from Zillow; 3) American Community survey data for California
DOI: 10.17632/2mbdj23dwh.2
title: BROW2018_DISSERTATION_SAS_MACRO_MEANDIFF

description: Data for the 2015 PISA mathematical literacy. Included are the SAS codes derived from PISA Data Analysis Manual: SAS Edition (OECD, 2009). The codes were modified to accommodate 10 rather than 5 plausible values from the previous PISA iterations. Read instructions in the data files entitled 'computing mean and SE on pv_10' and 'PV_mean difference by school type'. Modified SAS MACROs are also in the folder along with .csv file of the merged student and school PISA 2-15 data for Canada and USA.
DOI: 10.17632/2r86xr3hsd.1
title: Data for: Parenteral nutrition: How do patients initiated in the Intensive Care Unit differ from those on the ward?

description: Excel spreadsheet for clinical audit of patients from two hospital sites in Victoria, Australia who were commenced on parenteral nutrition over a 6 month period.
DOI: 10.17632/3r7424fsxr.1
title: Surface Modification of La0.8Sr0.2MnO3 Oxygen Electrode of Solid Oxide Cells by La2NiO4 Infiltration

description: The effects of introducing La2NiO4 nanocatalyst on the electrochemical performance of La0.8Sr0.2MnO3 is investigated under solid oxide electrolysis cell and fuel cell modes, as well as open circuit voltage. Extracted data from impedance spectroscopy are interpreted with the analysis of distribution of relaxation times.
DOI: 10.17632/87bz594y4m.1
title: A forgotten disease: pelvic congestion syndrome as a cause of chronic lower abdominal pain

description: Diameter of ovarian veins on abdominal CTs as well as data from medical records including gynecological examinations: PCS-associated symptoms of interest included chronic or recurrent abdominal, back and flank pain, dyspareunia, ovarian point tenderness on bimanual examination, urological symptoms (dysuria, urinary frequency, urgency, hematuria), and vulvar and lower extremity varicosities. As well as demographic information: menopausal status, age, ethnicity, height, body mass index (BMI), blood group, gravidity, parity, birth weights of children, method of contraception, position of uterus (ante- or retroverted), smoking, alcohol consumption and signs of infection as measured in blood tests (CPR, leucocytes).
DOI: 10.17632/dn2pgbszzz.1
title: Micromorphology and genesis of Quaternary stromatolitic tufa crust within the exposed Cretaceous Rayda Formation in Al-Jabal Al-Akhdar, Oman.

description: The Al-Jabal Al-Akhdar is located in the central part of the Oman Mountains. It is an eroded antiform where approximately 2500 m thick succession of Precambrian to Cretaceous carbonates is exposed in its core (Haan et al., 1990). The study area is located in the nearby of Al-Hamra village within the Al-Jabal Al-Akhdar (Fig. 1) where a sequence of the Early Cretaceous latest Jurassic Rayda Formation is well exposed along a roadcut (Fig. 1). It occurs as thin bedded light grey hard porcellaneous limestone characterized by frequent occurrence of cephalopods fossils, mostly beleminites. Beds range in thickness between15 to 40 cm and vary in dip from nearly horizontal to less than 15o to the southeast. The exposed surface of the Rayda Formation displays a low step terrace morphology, where the surface is cut across in the dip direction. The thin bedding is clearly marked by reddish deposits along the bedding planes. Close inspection of these deposits revealed that they are calcareous tufa crusting narrow dissolution grooves along the bedding planes. They reach 30 cm in thickness and extend laterally along the bedding planes for several meters (Fig. 2Aand B). Twenty samples were collected from the tufa crust. The collected samples were slabbed and thin sec¬tioned. Hand specimens and slabs were macroscopically ex¬amined and photographed. Thin sections were petrographically examined where the structures and textures are described. Fifteen samples representing the various textures of the studied tufa were selected and examined using a Supra 50 LEO-141 variable pressure scanning electron microscopy (VPSEM) system equipped with an energy dispersive X-ray spectroscopy (EDS) detector. Seven samples were analysed by X Ray Diffraction and X Ray Fluorescence at the laboratories of Kuwait University. A set of 7 samples was selected for bulk sample analyses of mineral constituents, concentrations of major oxides and carbon and oxygen stable isotopes. The mineralogical composition of the samples was determined by X-ray powder diffraction (XRD) using CuKα1 radiation (λ= 1.5406 Å) and a Ni filter, at a voltage of 40 kV and a current of 40 mA. Semi-quantitative analysis of the major oxides was carried out using X-ray fluorescence (XRF). Fragments of millimeter size were selected from pristine parts of the columnar tufa stromatolites for stable isotope analysis that was performed at the stable isotope laboratory of the University of Arizona. The isotopes were measured using an automated carbonate preparation device (KIEL-III) coupled to a gas-ratio mass spectrometer (Finnigan MAT 252). Powdered samples were reacted with dehydrated phosphoric acid under vacuum at 70°C. The isotope ratio measurement is calibrated and precision is ±0.10‰ for δ18O and ±0.08‰ for δ13C (1 sigma). The results are presented in δ‰ units relative to Vienna Pee Dee Belemnite (VPDB) standards (Table 1).
DOI: 10.17632/yxdf52vztg.1
title: Retrospective review of urethrogram for urethral stricture

description: A 10 review of data on RUG and VCUG done for suspected cases of urethral stricture in one centre in southeast Nigeria
DOI: 10.17632/62nwbs22ph.1
title: Flowable bulk-fill materials without capping for class I cavities restorations in primary molars

description: The comparisons were made primarily based on the treatment variants. The results showed that there were no major differences in most of the pairwise comparisons for the cases and prevalence. Apart from the treatment variants, the comparisons were also based on other criteria including Color match ,Cavosurface marginal discoloration, Marginal integrity, Postoperative sensitivity, Secondary caries, andFracture. Each of these has a score attached to it, either Yes, No or A/B/C.
DOI: 10.17632/9sysgxf5zv.1
title: Accessibility Evaluation of Multimedia Resources in Latin America Universities

description: Testing accessibility in educational, informative resources is an excellent challenge for accessibility experts. At present, the lack of clear definitions of accessibility and adequate methods to obtain an accessible video can become a barrier for private users and users with disabilities. There are millions of videos that are used as educational and informative resources in the teaching-learning processes. Its creators have not worried about implementing accessibility in the resources of the type of video to make them more inclusive. This article proposes a combined method between the photosensitive epilepsy analysis tool and the manual evaluation with Website Accessibility Conformance Evaluation Methodology (WCAG-EM) 1.0. In this research, we applied as a case study to educational videos from Latin American universities according to the Webometrics ranking. This case study can serve as a starting point for future research related to accessibility in video-type resources.
DOI: 10.17632/gww7sf5m6m.1
title: Minimum Total Distance Clustering and Balanced Distance Clustering in Northern Thailand’s Corn Crop Residue Management System

description: The distances, supplies, demands and capacities are prepared in each set. The list of vertices in distance matrix are co-ops, corn fields and factories.
DOI: 10.17632/hhk764fmsz.1
title: Data of Noise Level in Different Industries of Khulna CIty, Bangladesh

description: This dataset is prepared in Microsoft Excel 2013. The values of sound for an 8-hour work shift in dBs in/around different industries of Khulna city, Bangladesh were directly noted using an environmental meter (model: DT8820). The physiological and psychological effects of noise pollution on workers' health is analyzed based on a questionnaire survey containing questions about the detrimental effects of noise the workers were facing.
DOI: 10.17632/9hxh7v4hhx.1
title: Source Code of HDNNM

description: # this is the example code for review, and the complicated of training and testing is in # https://github.com/zangzelin/HDNNMv2.0
DOI: 10.17632/s7spj365g2.1
title: ZLP job shop dateset and its source code

description: A data set that measures the level of excellence of learning algorithms, automatically generated JSSP questions, including generated code and several examples.
DOI: 10.17632/zz8rrpywnv.1
title: Raw and Analysed through the Cyclic Indentation Method Data for HDPE, PMMA and PR520 epoxy polymers
DOI: 10.17632/f4f3wbszmd.1
title: Chiche J et al, GAPDH expression predicts the response to R-CHOP, the tumor metabolic status and the response of DLBCL patients to metabolic inhibitors , Cell Metabolism 2019

description: This repository contains the R code used in our analysis of the Lenz et al (NEJM 2008) dataset. The processed data and metadata are available, to allow reproduction of the figures of the present publication. All details and references for these analyses are available in the method section of our manuscript.