cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25919/y38c-jf43
title: Parkes observations for project P1021 semester 2022OCTS_02

description: We propose to observe PSR J1812-15 and PSR J1831-04, a pair of long spin-period binary pulsars which both show degrees of orbitally-dependent variability. Binary pulsars are valuable objects of scientific study, allowing for multiple applications including tests of gravity, probes of the neutron star equation of state, and fossil records of stellar evolution. Long spin-period pulsars in binary systems are generally much rarer than faster-spinning `recycled’ pulsars, and represent an underexplored region of pulsar binary evolution. This is particularly true of PSR J1812-15, for which only one other pulsar (B1718-19) seems remotely comparable, while PSR J1831-04 may yet turn out to be a third member of this class Our objectives differ for each pulsar. For PSR J1812-15, a minimal low-cadence timing campaign is still required to address ongoing problems with phase connection, which may be caused by an undiagnosed glitch or other un-modelled timing effect. Beyond this, the utter uniqueness of the source warrants further monitoring in the event it displays further undocumented behaviour. For PSR J1831-04 (to date detected only once), our campaign is designed to provide the optimal chance of redetecting the pulsar through a randomised observing schedule, thereby characterising the pulsar and its binary system. If confirmed as similar to PSRs J1812 and B1718, it would contribute significantly to our understanding of this rare class of binary pulsar.
DOI: 10.6084/m9.figshare.21802069
title: PROfess Perctionism all data analysis.sav

description: Data is consits of responses from teacher educators based on 4 dimensions of Professionalism
DOI: 10.6084/m9.figshare.21802069.v1
title: PROfess Perctionism all data analysis.sav

description: Data is consits of responses from teacher educators based on 4 dimensions of Professionalism
DOI: 10.6084/m9.figshare.21802072
title: Table 1.xls

description: Whole-rock major (wt %, trace (ppm) element and Sr-Nd-Pb isotopic data for the Woniusi basalts from the northern Sibumasu terrane
DOI: 10.6084/m9.figshare.21802072.v1
title: Table 1.xls

description: Whole-rock major (wt %, trace (ppm) element and Sr-Nd-Pb isotopic data for the Woniusi basalts from the northern Sibumasu terrane
DOI: 10.5281/zenodo.7433496
title: Data for Field evidence for Asian outflow and fast depletion of total gaseous mercury in the polluted coastal atmosphere

description: Hourly data of TGM at Tai Mo Shan in Hong Kong
DOI: 10.5281/zenodo.7198514
title: Monitoring ML Systems: Challenges, Solutions and Metrics from a Practitioners' Perspective

description: This is the dataset for the paper "Monitoring ML Systems: Challenges, Solutions and Metrics from a Practitioners' Perspective". The dataset is recorded in an MS Excel file which contains the following Excel sheets, and the description of each sheet is briefly presented below. (1) <strong>Selected Projects (GitHub)</strong> contain the 15 selected ML projects with the URL of each project. (2) <strong>Raw Data (GitHub)</strong> contains the information about the randomly selected 600 issues, such as issue titles, issue links, issue id. (3) <strong>Raw Data (SO) </strong>contains the information about the randomly selected 2088 SO posts (part of the 2174 SO posts), such as post titles, post link, post id, and open date. (4) <strong>MLOps (SO) </strong>contains the information about the 86 MLOps SO posts (part of the 2174 SO posts), such as post titles, post link, post id, and open date. (5) <strong>Identified Challenges (GitHub) </strong>contain the list of categories, subcategories, and codes of identified challenges from GitHub issues. (6) <strong>Identified Solutions (GitHub) </strong>contain the list of categories, subcategories, and codes of identified solutions from GitHub issues. (7) <strong>Identified Metrics (GitHub) </strong>contain the list of identified metrics from GitHub issues. (8) <strong>Identified Challenges (SO) </strong>contain the list of categories, subcategories, and codes of identified challenges from SO posts. (9) <strong>Identified Solutions (SO) </strong>contain the list of categories, subcategories, and codes of identified solutions from SO posts. (10) <strong>Identified Metrics (SO) </strong>contain the lists of identified metrics from SO posts. (11) <strong>Identified Challenges (Interview)</strong> contain the list of categories, subcategories, and codes of identified challenges from interviews. (12) <strong>Identified Solutions (Interview) </strong>contain the list of categories, subcategories, and codes of identified solutions from interviews. (13) <strong>Identified Metrics (Interview) </strong>contain the list of identified metrics from interviews. (14) <strong>Identified Challenges (Final) </strong>contain the taxonomy of the final challenges identified from GitHub issues, SO posts, and interviews. (15) <strong>Identified Solutions (Final) </strong>contain the<strong> </strong>taxonomy of the final solutions identified from GitHub issues, SO posts, and interviews. (16) <strong>Identified Metrics (Final) </strong>contain the<strong> </strong>final list of metrics identified from GitHub issues, SO posts, and interviews.
DOI: 10.5281/zenodo.7198515
title: Monitoring ML Systems: Challenges, Solutions and Metrics from a Practitioners' Perspective

description: This is the dataset for the paper "Monitoring ML Systems: Challenges, Solutions and Metrics from a Practitioners' Perspective". The dataset is recorded in an MS Excel file which contains the following Excel sheets, and the description of each sheet is briefly presented below. (1) <strong>Selected Projects (GitHub)</strong> contain the 15 selected ML projects with the URL of each project. (2) <strong>Raw Data (GitHub)</strong> contains the information about the randomly selected 600 issues, such as issue titles, issue links, issue id. (3) <strong>Raw Data (SO) </strong>contains the information about the randomly selected 2088 SO posts (part of the 2174 SO posts), such as post titles, post link, post id, and open date. (4) <strong>MLOps (SO) </strong>contains the information about the 86 MLOps SO posts (part of the 2174 SO posts), such as post titles, post link, post id, and open date. (5) <strong>Identified Challenges (GitHub) </strong>contain the list of categories, subcategories, and codes of identified challenges from GitHub issues. (6) <strong>Identified Solutions (GitHub) </strong>contain the list of categories, subcategories, and codes of identified solutions from GitHub issues. (7) <strong>Identified Metrics (GitHub) </strong>contain the list of identified metrics from GitHub issues. (8) <strong>Identified Challenges (SO) </strong>contain the list of categories, subcategories, and codes of identified challenges from SO posts. (9) <strong>Identified Solutions (SO) </strong>contain the list of categories, subcategories, and codes of identified solutions from SO posts. (10) <strong>Identified Metrics (SO) </strong>contain the lists of identified metrics from SO posts. (11) <strong>Identified Challenges (Interview)</strong> contain the list of categories, subcategories, and codes of identified challenges from interviews. (12) <strong>Identified Solutions (Interview) </strong>contain the list of categories, subcategories, and codes of identified solutions from interviews. (13) <strong>Identified Metrics (Interview) </strong>contain the list of identified metrics from interviews. (14) <strong>Identified Challenges (Final) </strong>contain the taxonomy of the final challenges identified from GitHub issues, SO posts, and interviews. (15) <strong>Identified Solutions (Final) </strong>contain the<strong> </strong>taxonomy of the final solutions identified from GitHub issues, SO posts, and interviews. (16) <strong>Identified Metrics (Final) </strong>contain the<strong> </strong>final list of metrics identified from GitHub issues, SO posts, and interviews.
DOI: 10.34740/kaggle/dsv/4795159
title: AutoXGB
DOI: 10.34740/kaggle/dsv/4795152
title: Health Workforce Shortage Areas
DOI: 10.5281/zenodo.6595546
title: Glacier_inventory_debris_cover_ice_thickness_dataset_Chandra_Bhaga_basin_Himalaya

description: This is a multitemporal glacier dataset over ChandraBhaga basin in western Himalaya which includes glacier inventory (for 251 glaciers with area &gt; 0.5 km<sup>2</sup>) for year 1993, 2000, 2010 and 2019 (.shp files); debris cover for year 1993 and 2019 (.tif files) and ice thickness (.tif files). Details of files are included in data_description.docx. These datasets form part of manuscript submitted to Earth Systems and Science Data.
DOI: 10.17189/1519439
title: MSL CHEMCAM LASER INDUCED BREAKDOWN SPECTROMETER EDR V1.0
DOI: 10.17189/1519455
title: MSL MARS DYNAMIC ALBEDO OF NEUTRONS 2 EDR V1.0
DOI: 10.17189/1519456
title: MSL CHEMCAM REMOTE MICRO IMAGING CAMERA EDR V1.0
DOI: 10.5281/zenodo.7299651
title: Additional dataset concerning "Observations of mantle seismic anisotropy using array techniques: shear-wave splitting of beamformed SmKS phases"

description: SplitRacer input and output for beams and single-station splitting measurements for event 201007290731. This dataset was used in "Observations of mantle seismic anisotropy using array techniques: shear-wave splitting of beamformed SmKS phases" by Jonathan Wolf, Daniel A. Frost, Maureen D. Long, Ed Garnero, Adeolu O. Aderoju, Neala Creasy and Ebru Bozdag. The manuscript is available at https://doi.org/10.1029/2022JB025556.
description: This work was funded by Yale University and by the U.S. National Science Foundation via grant No. EAR-2027181 to DAF, EAR-2026917 to MDL, EAR-1853911 to EG, EAR-1855206 to NC and EAR-2026931 to EB.
description: {"references": ["Wolf, J., Frost, D. A., Long, M. D., Ganero, E., Aderoju, A. O., Creasy, N., & Bozdag, E. (2023). Observations of mantle seismic anisotropy using array techniques: shear-wave splitting of beamformed SmKS phases. Journal of Geophysical Research, URL: https://doi.org/10.1029/2022JB025556"]}
DOI: 10.5281/zenodo.7399601
title: Homeostatic regulation through strengthening of neuronal network correlated synaptic inputs

description: Data from "Homeostatic regulation through strengthening of neuronal network correlated synaptic inputs" by Barnes SJ, Keller GB & Keck T.
DOI: 10.17189/1519555
title: MSL MARS SAMPLE ANALYSIS AT MARS 2 RDR LEVEL 0 V1.0
DOI: 10.5517/cc6ln6m
title: CCDC 196670: Experimental Crystal Structure Determination

description: Related Article: G.G.Sadikov, A.S.Antsyshkina, V.S.Sergienko, A.L.Poznyak|2002|Zh.Neorg.Khim.|47|54|
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: 10.17632/6dzxs69j7d.1
title: Digital Neglect Assessment

description: Matlab code allowing the digital presentation of several neglect tests.
DOI: 10.17632/6xrn9v4dc5.1
title: Water vapor saturation state on Mars from ACS-NIR/TGO occultations from MY34 to MY36

description: Dataset for the publication "A two-Martian year survey of the water vapor saturation state on Mars based on ACS NIR/TGO occultations" by Fedorova et al.

Includes a list of orbits, and H2O mixing ratio in ppmv, saturation ratio (S), temperature (T) in K and aerosol extinction at 1.4 mum in km-1 from ACS NIR/TGO solar occultation observations from Ls=163 of MY34 to Ls=170 of MY35.

Data contain folders with the list of orbits and H2O volume mixing ratio, S, T and extinction 
for each orbit of TGO where ACS-NIR had measurements.
H2O and S data files are named "orbXXXXXX_NY_H2O_S_ACSNIR.txt",
temperature data files are named "orbXXXXXX_NY_temperature_ACSNIR.txt",
extinction data files are named "orbXXXXXX_NY_aerosol_extinction_ACSNIR.txt",
where XXXXXX is the decimal orbit number,
Y is the occultation number in orbit.
DOI: 10.3886/e150141v1
title: Data and code for: "Consumption Heterogeneity: Micro Drivers and Macro Implications"

description: Replication code for "Consumption Heterogeneity: Micro Drivers and Macro Implications"<br><br>We document heterogeneity in the marginal propensity to consume (MPC) across household characteristics relevant to understanding heterogeneous agent models and monetary policy transmission. We find a strong negative relationship between household liquid wealth and MPC. We show that household liquid wealth predicts MPC closely for every other household characteristic we look at. We use a new empirical method that overcomes sources of bias found in the existing literature, along with administrative data from Denmark that allows us to identify heterogeneous behavior. We use our results to analyze monetary policy transmission mechanisms in both Denmark and the United States.<br>
DOI: 10.3886/e151261v1
title: Data and Code for: The Effects of Working while in School: Evidence from Employment Lotteries

description: Does working while in school smooth students' transition into the labor market? We provide evidence on this question by leveraging a one-year work-study program that randomized job offers among over 90,000 student applicants in Uruguay. Program rules forbade employers from employing participants in the same job after program completion, and less than 5 percent of participants ever worked in the same firm again. Two years after the program, participants had 8 percent higher earnings. Our results suggest that the program's focus on work-related skills was a key mechanism for earnings impacts.
description: Uruguyan students who applied for the work-study program "Yo Estudio y Trabajo".
DOI: 10.3886/e153522
title: Data and Code for: "Strategic Formal Layoffs: Unemployment Insurance and Informal Labor Markets"

description: Exploiting an unemployment insurance (UI) reform in Brazil, we study incentive effects of UI in the presence of informal labor markets. We find that eligibility for UI benefits increases formal layoffs by eleven percent. Most of the additional layoffs are related to workers transitioning to informal employment. We further document formal layoff and recall patterns consistent with rent extraction from the UI system. Workers are laid off as they become eligible for UI benefits and recalled when benefits cease. These patterns are stronger for industries and municipalities with a high degree of labor market informality.
description: All formally employed workers in Brazil between 2014 and 2016.
DOI: 10.5439/1256098
title: ARM: Soil Temperature and Moisture Profiles

description: Soil Temperature and Moisture Profiles
DOI: 10.5441/002/edbt.2019.46
title: The Copernicus App Lab project: Easy Access to Copernicus Data
DOI: 10.5517/ccqb4cj
title: CCDC 665147: Experimental Crystal Structure Determination

description: Related Article: K.Kunz, H.-W.Lerner, M.Bolte|2007|CSD Communication|||
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/brrpng6gzy.1
title: Living in the country but dining in the city: Fruit bats exploit urban environments to diversify their diet

description: This data support the findings of the research "Living in the country but dining in the city: Fruit bats exploit urban environments to diversify their diet".
DOI: 10.17632/kfc3rbk78w.1
title: Data regarding the research paper productivity of Japanese pharmacy schools in 2017

description: Since the early 2000s, it has often been noted that academic publications from Japan have stagnated. However, in recent years, no study has focused on academic productivity specific to Japanese pharmacy schools . Therefore, we present the data regarding the number of published papers (Table 1) and biomedical field publications per faculty member (production coefficients,Table 2) in the all pharmacy faculties in Japan in 2017 (74 schools).
Publications were extracted from the PubMed database. Faculty members were defined as professors, associate professors, and lecturers (3313 in all). The figures are presented separately for public and private universities. In addition, the comparison of pharmacy schools in private universities was divided into the schools established after 2003 and schools established before that date.
DOI: 10.17632/vfvrr97zb4.1
title: Data for: ANALYZING SPATIAL PATTERNS OF HEALTH VULNERABILITY TO DROUGHT IN THE BRAZILIAN SEMIARID REGION
DOI: 10.3886/e141721v1
title: Data and Code for: Temperature, Worker Productivity, and Adaptation: Evidence from Survey Data Production

description: This paper estimates the impact of daily weather on worker productivity by using household survey data to study interviewers. Using data from over 9,000 Demographic and Health Survey interviewers in 46 countries, I find that interviewers complete 13.6 percent fewer interviews per hour on the hottest and most humid days. Workers maintain the same total output by starting earlier in the day and spending more time on each interview at the expense of spending more hours in the field with the same total pay. In addition, interviewers become differentially less productive on tasks that are less easily monitored. These findings are important not only because temperatures are predicted to rise significantly over the next century, but also because they shed light on how adaptation by workers to adverse conditions can be costly in ways not captured by aggregate productivity measures such as GDP. <br>
description: Household survey interviewers 1990-2010.
DOI: 10.4121/12993911
title: Data underlying the research on: Al 2024-T3 center crack tension constant amplitude fatigue tests with potential drop through the cycle measurements

description: Al 2024-T3 center crack tension constant amplitude fatigue tests, data from potential drop measurements. The objective was to obtain the potential behavior throughout fatigue cycles, in order to observe relationships between fatigue crack growth effects such as crack tip plasticity and crack extension.
DOI: 10.5281/zenodo.5720317
title: Cooperative Driving Dataset (CODD)

description: The Cooperative Driving dataset (CODD) is a synthetic dataset generated using CARLA that contains lidar data from multiple vehicles navigating simultaneously through a diverse set of driving scenarios. This dataset was created to enable further research in multi-agent perception (cooperative perception) including cooperative 3D object detection, cooperative object tracking, multi-agent SLAM and point cloud registration. Towards that goal, all the frames have been labelled with ground-truth sensor pose and 3D object bounding boxes. The data structure is described in the README.md file. More information on how to use and visualise the dataset is available in the github repository: https://github.com/eduardohenriquearnold/CODD
DOI: 10.5281/zenodo.7145399
title: Processed Data for Cell type-specific aging clocks to quantify aging and rejuvenation in regenerative regions of the brain

description: Seurat objects for data accompanying the publication "Cell type-specific aging clocks to quantify aging and rejuvenation in regenerative regions of the brain". Preprint available at https://doi.org/10.1101/2022.01.10.475747 multi_intergrated_seurat_Dec2020.rds is the data from the SVZ of the cohort of 28 mice across different ages pb_combined.rds is the data from the SVZ of both heterochronic parabiosis mouse cohorts Dulken_svz_celltypes_2019-01-31.rda is the data associated with https://doi.org/10.1038/s41586-019-1362-5
DOI: 10.5441/002/edbt.2016.19
title: RPM: Representative Pattern Mining for Efficient Time Series Classification
DOI: 10.6084/m9.figshare.14744046
title: acp-2020-1233

description: The CCN data collected during the SWAAMI aircraft campaign during 2016. The data includes met data and CCN and CN data across the Indo-Gangetic Plain.
DOI: 10.6084/m9.figshare.21578898
title: Salinity, temperature, and turbidity observations during 2000-2021 for Chesapeake Bay

description: Salinity, temperature, and turbidity from 2000–2021 in the Chesapeake Bay.
DOI: 10.4231/d3t14tp1t
title: Experimental Investigation of Topographic Effects Using a Centrifuge Model: Test 1

description: A Nevada sand model with close to 100% relative density was tested in a number of different geometrical configurations to test the effects of changing topography on earthquake ground motion.  The model was initially constructed in July/August of 2011.  Testing was performed in December 2011 and January of 2012
DOI: 10.5281/zenodo.7337090
title: Table S8.Co-expression of mRNAs with AD000684.2 and ASMTL-AS1 and their correlation coefficients

description: The file consists of lncRNA AD000684.2 relevant 16 gene.ensembl,gene.symbol,r,FDR information,and lncRNA ASMTL-AS1 relevant 31 gene.ensembl,gene.symbol,r,FDR information.
DOI: 10.5281/zenodo.7337089
title: Table S8.Co-expression of mRNAs with AD000684.2 and ASMTL-AS1 and their correlation coefficients

description: The file consists of lncRNA AD000684.2 relevant 16 gene.ensembl,gene.symbol,r,FDR information,and lncRNA ASMTL-AS1 relevant 31 gene.ensembl,gene.symbol,r,FDR information.
DOI: 10.17632/8z75fh9jpn.1
title: Global Gender Research Data (1987-2015)

description: The file contains data related to gender research from all over the world (1987-2015). From the study governments, gender data scientists, researchers, gender equality advocates, policymakers and funded bodies can predict their possible areas of investments. Universities and other research institutions can conduct recruitment in this emerging area. New researchers can identify the future directions of gender research.
DOI: 10.17632/tzz35mpp6f.1
title: Dataset on the willingness to pay for the conservation of the endangered Red-crowned Crane in China

description: The rapid loss of global wetlands presents a challenge for global biodiversity conservation. Designating protected areas, including wetland nature reserves, has been a widely used approach to reducing species loss and habitat loss. Nevertheless, Conservation in wetland nature reserves is facing threats from agricultural and urban expansion, climate change, conflicts with local communities, and lack of funding. A good understanding on the public’s willingness to pay (WTP) for the environment or management alternatives is essential for economic justification of investing in conservation .However, little attention has been paid to the extent to which public’s attitudes toward conservation may affect WTP for protected endangered species. The data presented in this article are the outcome of a survey implemented in Beijing, 2014.This data consists of demographic, attitudinal and perception questions, and can be used to analyse how the respondents’ noneconomic motives such as conservation attitudes and economic motives such as family income affect their MWTP for conservation.
DOI: 10.17632/d865rrcby8.1
title: Multi-scale data for delineating cocoa zones for site-specific soil fertility and productivity management in Ghana

description: The data is based on randomly surveyed soils in 739 newly established cocoa farms in 60 cocoa districts across six ecological zones of Ghana, collected between 2015 and 2017.