cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e101132v1-4886
title: National Estimates of Police Use of Force

description: This project uses data on police use of force reported in the 2012 LEMAS Survey and, in combination with arrest data from the FBI Uniform Crime Reporting Program, produces a national estimates of the amount of force used by the state, county, and local general purpose law enforcement agencies during in 2012.<br>
description: See documentation in codebook for ICPSR Study 36164<br><br>Base Sampling Weight for Each Stratum<br>Non-Response Adjustment for Stratum<br>Final Weight for Each Stratum<br><br>
description: Response Rates: The 2012 LEMAS survey had an 86% response rate.<br>
description: web-based survey~~
description: Smallest Geographic Unit: Varied
description: Local police departments and sheriffs’ offices are chosen for the LEMAS Survey using a stratified sample design based on number of<br>sworn personnel. The original 2013 LEMAS sample included 3,336 state and local law enforcement agencies. It was designed to be<br>representative of all general purpose state and local law enforcement agencies in the United States, with separate samples drawn of<br>local police departments and sheriffs’ offices. All 50 primary state law enforcement agencies (state police and highway patrol) were<br>included. Agencies serving special jurisdictions (such as schools, airports, or parks), or with special enforcement responsibilities (such<br>as conservation laws or alcohol laws), were considered out of scope for the survey.<br><br>See ICPSR Study 36164 Codebook for additional details.<br><br>BJS has not provided a list of agencies sampled but which did not respond to this survey.<br><br>
DOI: 10.3886/e101222v1-4876
title: Metadata for Census 2010 Restricted-Use Microdata

description: The U.S. Census counts every resident in the United States. It is mandated by Article I, Section 2 of the Constitution and takes place every 10 years.  The basic purpose of the census is apportionment and redistricting. "Apportionment" is the process of dividing the 435 memberships, or seats, in the House of Representatives among the 50 states based on the population figures collected during the decennial census. "Redistricting" is the process of geographically defining state legislative districts.  The census data allow state officials to realign congressional and state legislative districts in their states, taking into account population shifts since the last census and assuring equal representation for their constituents in compliance with the “one-person, one-vote” principle of the 1965 Voting Rights Act.
description: The resident population of the United States
DOI: 10.3886/e101222v1-4877
title: Metadata for Census 2010 Restricted-Use Microdata

description: The U.S. Census counts every resident in the United States. It is mandated by Article I, Section 2 of the Constitution and takes place every 10 years.  The basic purpose of the census is apportionment and redistricting. "Apportionment" is the process of dividing the 435 memberships, or seats, in the House of Representatives among the 50 states based on the population figures collected during the decennial census. "Redistricting" is the process of geographically defining state legislative districts.  The census data allow state officials to realign congressional and state legislative districts in their states, taking into account population shifts since the last census and assuring equal representation for their constituents in compliance with the “one-person, one-vote” principle of the 1965 Voting Rights Act.
description: The resident population of the United States
DOI: 10.17632/29tbvvwkdp.1
title: Data for:A Real-Time Social Network-Based Knowledge Discovery System for Decision Making

description: 1-Turkish comments for 128 venues in Foursquare Social Network Platform (binary and ternary classified) 2-Turkish adjectives and polarities 3-Turkish food and drink names 4- All comments without tagging 5-Venues, liked meals/foods
DOI: 10.17632/29tbvvwkdp.2
title: Foursquare Venue and Venue Comments Data

description: 1-Turkish comments for 128 venues in Foursquare Social Network Platform (binary and ternary classified) 2-Turkish adjectives and polarities 3-Turkish food and drink names 4- All comments without tagging 5-Venues, liked meals/foods
DOI: 10.17632/yb3c8s2k7s.1
title: Luminescence upconversion of Er:Yb:KY(WO4)2 green phosphor with high color purity
DOI: 10.3886/e101222v1-4875
title: Metadata for Census 2010 Restricted-Use Microdata

description: The U.S. Census counts every resident in the United States. It is mandated by Article I, Section 2 of the Constitution and takes place every 10 years.  The basic purpose of the census is apportionment and redistricting. "Apportionment" is the process of dividing the 435 memberships, or seats, in the House of Representatives among the 50 states based on the population figures collected during the decennial census. "Redistricting" is the process of geographically defining state legislative districts.  The census data allow state officials to realign congressional and state legislative districts in their states, taking into account population shifts since the last census and assuring equal representation for their constituents in compliance with the “one-person, one-vote” principle of the 1965 Voting Rights Act.
description: The resident population of the United States
DOI: 10.5281/zenodo.1172466
title: Accompnaying Dataset For: Chemical Heredity As Group Selection At The Molecular Level

description: Accompnaying Dataset for: Chemical Heredity as Group Selection at the Molecular Level. File descriptions are provided in the Appendix of [Markovitch, Witkowski and Virgo; Chemical Heredity as Group Selection at the Molecular Level, arXiv (2018)] (https://arxiv.org/abs/1802.08024).
description: This project was supported by the Earth-Life Science Institute Origins Network, which is supported by a grant from the John Templeton Foundation. OM acknowledges support from the Dutch Origins Center.
DOI: 10.5281/zenodo.1172467
title: Accompnaying Dataset For: Chemical Heredity As Group Selection At The Molecular Level

description: Accompnaying Dataset for: Chemical Heredity as Group Selection at the Molecular Level. File descriptions are provided in the Appendix of [Markovitch, Witkowski and Virgo; Chemical Heredity as Group Selection at the Molecular Level, arXiv (2018)] (https://arxiv.org/abs/1802.08024).
description: This project was supported by the Earth-Life Science Institute Origins Network, which is supported by a grant from the John Templeton Foundation. OM acknowledges support from the Dutch Origins Center.
DOI: 10.5281/zenodo.1175898
title: Data On Direct-To-Consumer Genetic Testing And Dna Testing Companies

description: This table was compiled between 2011 and 2018. It is a list of companies offering direct-to-consumer DNA tests over the internet. It is primarily concerned with direct-to-consumer genetic testing companies operating currently and also includes those, which are no longer operating. The table briefly summarizes the services offered by each company and gives the company’s location.

I am continuing to update this list, so it is a work in progress, it does include some companies that advertise their services to physicians and some companies may have altered their offerings. Further updates will be provided later in 2018. I have added a shorter table at the end of relevant other companies. I hope to make a searchable database of a revised version of the document available through my website in the future.

This work is being released for informational and educational purposes and should not be used for commercial purposes.

Please refer to my website for further updates http://www.andelkamphillips.com
DOI: 10.17632/drr499c7fc.1
title: Dynamic and quasi-static indentation tests in Steel, Copper, Brass and Titanium plates

description: Mechanical indentation tests performed in Steel, Copper, Brass and Titanium plate specimens using a rigid spherical indenter (1.0 mm diameter) considering two velocity regimes: 1- Dynamic tests: Raw and processed data of mechanical indentation tests performed by drop weight machine at indentation test velocities around 1000 mm/s. 2- Quasi-static tests: Raw and processed data of mechanical indentation tests performed in an universal testing machine with indentation test velocities from 0.0001 to 1.0 mm/s.
DOI: 10.17632/m4ytvp36jb.1
title: Publicaciones en revistas científicas con participación de profesionales del Hospital General de Villarrobledo entre 2013 y 2017

description: Scientific journal publications with participation of professionals from the General Hospital of Villarrobledo (Spain) (2013-2017) Se recogen los artículos publicados entre los años 2013 al 2017 inclusive, en los que ha participado algún profesional del Hospital general de Villarrobledo (Albacete), hospital comarcal situado en esta localidad manchega. En la base se recogen varios campos entre los que figuran: título del artículo; primer autor; revista en la que ha sido publicado; año de publicación; tipo de artículo clasificándolo entre original, revisión sistemática, revisión, case report, carta, editorial u otros (en los casos de clasificación dudosa se ha intentado clasificar según lo considerado más próximo e importante a la naturaleza del artículo); número de autores y posición del primer autor del hospital de Villarrobledo; presencia de autores externos al hospital y si pertenecían al complejo Hospitalario y Universitario de Albacete (CHUA), a la Universidad de Castilla la Mancha (UCLM) o a otros centros españoles o extranjeros; especialidad a la que pertenecen los autores de Villarrobledo; factor de impacto de la revista según el JCR, y si la revista está incluida en JCR, en Scopus o en PubMed. Se pretende ir aumentando la base de datos con nuevos registros en los próximos años.
DOI: 10.17632/8g955t3r9g.1
title: Data for McLean et al Metabolic costs of feeding predictively alter the spatial distribution of individuals in fish schools

description: This data is for McLean et al. Current Biology Metabolic costs of feeding predictively alter the spatial distribution of individuals in fish schools. SUMMARY Group living is ubiquitous among animals but the exact benefits of group-living experienced by individual groupmates is related to their spatial location within the overall group. Individual variation in behavioural traits and nutritional state is known to affect interactions between individuals and their social group, but physiological mechanisms underpinning collective animal behaviour remain largely unexplored. Here we show that while fish at the front of moving groups are most successful at capturing food items, these individuals then show a systematic, post-feeding movement toward the rear of groups. Using observations of fish feeding in groups coupled with estimates of metabolic rate in fish consuming different meal sizes, we demonstrate that the magnitude of this shift in spatial position is directly related to the aerobic metabolic scope remaining after accounting for energetic costs of digestion. While previous work has shown that hungry individuals occupy anterior positions in moving groups, these results show that the metabolic demand of food processing reduces the aerobic capacity available for locomotion in individuals that eat most, thus preventing them from maintaining leading positions. This basic trade-off between feeding and locomotor capacity could fundamentally dictate the spatial position of individuals within groups, perhaps obviating the role of individual traits in determining spatial preferences over shorter timescales (e.g. hours to days). This may be a general constraint for individuals within animal collectives, representing a key, yet overlooked, mediator of group functioning that could affect leadership, social information transfer, and group decision making. The file consists of three tabs: (A) Data for control experiments; (B) Data for main swimming trials; and (C) Data for SDA trials.
DOI: 10.17632/n2rf64fwks.1
title: Data for: Soil mineral assemblage and substrate quality effects on microbial priming

description: The processed data used in the manuscript "Soil mineral assemblage and substrate quality effects on microbial priming", including SOM- and substrate-derived CO2-C respired over the experiment, phenol oxidase, peroxidase, cellobiohydrolase, and beta-glucosidase enzyme assay data, and microbial biomass C data.
DOI: 10.5281/zenodo.1175297
title: Open Science Project Spp1516: Random Reasoning Is Fun

description: This is the unified data set for the paper "Random Reasoning is fun".

Please refer to the Codebook and Readme-file for more information
description: This is just a Test. Please do not take this seriously.
DOI: 10.5281/zenodo.1175298
title: Open Science Project Spp1516: Random Reasoning Is Fun

description: This is the unified data set for the paper "Random Reasoning is fun".

Please refer to the Codebook and Readme-file for more information
description: This is just a Test. Please do not take this seriously.
DOI: 10.17632/drr499c7fc.2
title: Dynamic and quasi-static indentation tests in Steel, Copper, Brass and Titanium plates

description: Mechanical indentation tests performed in Steel, Copper, Brass and Titanium plate specimens using a rigid spherical indenter (1.0 mm diameter) considering two velocity regimes: 1- Dynamic tests: Raw and processed data of mechanical indentation tests performed by drop weight machine at indentation test velocities around 1000 mm/s. 2- Quasi-static tests: Raw and processed data of mechanical indentation tests performed in an universal testing machine with indentation test velocities from 0.0001 to 1.0 mm/s.
DOI: 10.17632/n2rf64fwks.2
title: Data for: Soil mineral assemblage and substrate quality effects on microbial priming

description: The processed data used in the manuscript "Soil mineral assemblage and substrate quality effects on microbial priming", including SOM- and substrate-derived CO2-C respired over the experiment, phenol oxidase, peroxidase, cellobiohydrolase, and beta-glucosidase enzyme assay data, and microbial biomass C data.
DOI: 10.17632/6xwhzs2w38.1
title: DCP 2.0 Osteometric Data

description: This study evaluates the reliability of osteometric data commonly used in forensic case analyses, with specific reference to the measurements in Data Collection Procedures 2.0 (DCP 2.0). Four observers took a set of 99 measurements four times on a sample of 50 skeletons (each measurement was taken 200 times by each observer). Two-way mixed ANOVAs and repeated measures ANOVAs with pairwise comparisons were used to examine interobserver (between-subjects) and intraobserver (within-subjects) variability. Relative technical error of measurement (TEM) was calculated for measurements with significant ANOVA results to examine the error among a single observer repeating a measurement multiple times (e.g. repeatability or intraobserver error), as well as the variability between multiple observers (interobserver error). Two general trends emerged from these analyses: (1) maximum lengths and breadths have the lowest error across the board (TEM &lt; 0.5), and (2) maximum and minimum diameters at midshaft are more reliable than their positionally-dependent counterparts (i.e. sagittal, vertical, transverse, dorso-volar). Therefore, maxima and minima are specified for all midshaft measurements in DCP 2.0. Twenty-two measurements were flagged for excessive variability (either interobserver, intraobserver, or both); 15 of these measurements were part of the standard set of measurements in Data Collection Procedures for Forensic Skeletal Material, 3rd edition. Each measurement was examined carefully to determine the likely source of the error (e.g. data input, instrumentation, observer’s method, or measurement definition). For several measurements (e.g. anterior sacral breadth, distal epiphyseal breadth of the tibia) only one observer differed significantly from the remaining observers, indicating a likely problem with the measurement definition as interpreted by that observer; these definitions were clarified in DCP 2.0 to eliminate this confusion. Other measurements were taken from landmarks that are difficult to locate consistently (e.g. pubis length, ischium length); these measurements were omitted from DCP 2.0. This manual is available for free download online (https://fac.utk.edu/wp-content/uploads/2016/03/DCP20_webversion.pdf), along with an accompanying instructional video (https://www.youtube.com/watch?v=BtkLFl3vim4). Observer experience also played a role in the ability to consistently reproduce measurements. Average intraobserver relative TEM values of the measurements in Table 3 from lowest to highest were 2.31 (Observer 2), 3.25 (Observer 1), 3.36 (Observer 3), and 3.41 (Observer 4). Observer 2 had the lowest TEM for most measurements, and Observer 4 had the highest TEM most frequently. While Observer 1 had the most experience in number of years (27 years), Observer 2 had more technical training than any other observers. Observer 2 had 14 years of experience, but had measured approximately 900 skeletons (more than any other observer) during this time.
DOI: 10.4225/08/5a8aae5493489
title: Parkes observations for project P892 semester 2017OCTS_BPSR_16

description: SUPERBx is an extension to the SUPERB survey which looks at the highest Galactic latitudes in a search for fast radio bursts (FRBs). We will focus our efforts at high Galactic latitudes where our previous work has shown FRB detectability to be as much as 3 times higher than in the plane. SUPERBx uses optimised GPU codes to search for pulsars and fast radio bursts (FRBs), making discoveries in real time. Handling our data as it comes in is essential for the SKA Phase I era so this work applies directly to the high-data rates of next generation telescopes. The FRBs discovered (we have already discovered five FRBs in this project) will have much more associated information than all previous detections. Firstly our discovery lag is ~1 second, rather than months/years. The Parkes observations will be shadowed by other radio telescopes (in particular the refurbished Molonglo which has now reached a level of performance where it has independently discovered 3 FRBs) to allow localisation of the discovered FRBs, and a host of optical and high-energy telescopes will then be triggered as appropriate. This is key for identifying FRB host galaxies, so as to solve the mystery of their progenitors and to exploit their many uses as tools for precision cosmology measurements.
DOI: 10.17632/5vffs75j85.1
title: Simulated Cloud Service QoS Dataset

description: The dataset used for this simulation experiments were based on SMI attributes. The data values were synthesised based on examples from previous evaluation studies and related papers on cloud service selection that revealed acceptable data formats for quantitative attributes such as response time, cost, and availability. We generated random qualifier values for the other qualitative attributes, which are usability, security, and flexibility. Consequently, we used a total of six QoS attributes. For simplicity, we limited the qualifier values for usability, security, and flexibility to high, medium and low. We simulated multiple instances of the adopted format for the six attributes in order to obtain a dataset comprising a total of 63 services.
DOI: 10.5281/zenodo.1175191
title: Neubias Ts7 - Data Used In The Workflow Deconstruction Session On Quantifying Monolayer Cell Migration

description: Training session details (including slides): https://github.com/miura/NEUBIAS_AnalystSchool2018/tree/master/Assaf

Matlab source code: https://github.com/assafzar/MonolayerKymographs
description: Assaf Zaritsky was supported by the National Institute of Health Grant to Gaudenz Danuser (P01 GM103723). The workflow deconstruction session was developed as part of the Network of European BioImage Analysts (NEUBIAS) TS7, funded by COST Action CA15124.
description: {"references": ["Zaritsky et al. Propagating waves of directionality and coordination orchestrate collective cell migration (2014) http://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1003747", "Zaritsky et al. Seeds of locally aligned motion and stress coordinate a collective cell migration (2015) http://jcb.rupress.org/content/early/2017/05/15/jcb.201609095", "Zaritsky, Tseng et al. Diverse roles of guanine nucleotide exchange factors in regulating collective cell migration (2017) www.cell.com/biophysj/abstract/S0006-3495(15)01123-6"]}
DOI: 10.17632/43cfk6c547.1
title: RNA-seq analysis dataset: FACS-sorted Ptf1a-lineage cells from E14.5 hypothalamus Hetero vs Homo (Table S2)

description: RNA-seq analysis on hypothalamic Ptf1a-lineage cells Because Ptf1a is a transcription factor, this protein should regulate transcription of various genes in Ptf1a-expressing cells of the hypothalamus. To detect those downstream genes, we purified cells in the Ptf1a-lineage from the hypothalamus at E14.5 by FACS sorting, subsequently performed RNA-seq analysis and obtained 706 differentially expressed genes. 386 genes had lower and 320 had higher expression in Ptf1a-lineage cells from homozygous Ptf1a deficient mice. The down-regulated genes included Prdm13, Corl2 and Lhx5 that were known downstream targets of Ptf1a, in addition, Sox3 and Nkx2-1, which are known to be required for hypothalamic development. Interestingly, among those affected genes, we detected several genes encoding transmembrane and/or secreted proteins, such as Jag2 (ligand for Notch receptors), Sema6b, Sema4g (ligands for Plexin family proteins). These genes may have a non-cell autonomous role in the sexual differentiation of hypothalamic cells adjacent to Ptf1a-lineage cells. Kiss1 expression was not altered, as was expected by the finding that most Kiss1-expressing cells were not in the Ptf1a lineage.
DOI: 10.17632/43cfk6c547.2
title: RNA-seq analysis dataset: FACS-sorted Ptf1a-lineage cells from E14.5 hypothalamus of Ptf1a hetero and homozygous mice

description: RNA-seq analysis on hypothalamic Ptf1a-lineage cells Because Ptf1a is a transcription factor, this protein should regulate transcription of various genes in Ptf1a-expressing cells of the hypothalamus. To detect those downstream genes, we purified cells in the Ptf1a-lineage from the hypothalamus at E14.5 by FACS sorting, subsequently performed RNA-seq analysis and obtained 706 differentially expressed genes. 386 genes had lower and 320 had higher expression in Ptf1a-lineage cells from homozygous Ptf1a deficient mice. The down-regulated genes included Prdm13, Corl2 and Lhx5 that were known downstream targets of Ptf1a, in addition, Sox3 and Nkx2-1, which are known to be required for hypothalamic development. Interestingly, among those affected genes, we detected several genes encoding transmembrane and/or secreted proteins, such as Jag2 (ligand for Notch receptors), Sema6b, Sema4g (ligands for Plexin family proteins). These genes may have a non-cell autonomous role in the sexual differentiation of hypothalamic cells adjacent to Ptf1a-lineage cells. Kiss1 expression was not altered, as was expected by the finding that most Kiss1-expressing cells were not in the Ptf1a lineage.
DOI: 10.17632/5ccwt5fv7y.3
title: UMAT subroutines for linear, bilinear, piecewise Drucker-Prager models

description: These are developed UMAT subroutines for linear, bilinear and piecewise Drucker-Prager models. The dilatancy angle and strain hardening can be considered in these models.
DOI: 10.17632/6sdnnh9hng.2
title: 17-DMAG inhibits the growth of babesia and theileria

description: This data contains percent inhibition of 17-DMAG, diminazene aceturate, and atovaquone on the growth of Babesia and Theileria parasites. It also contains the data from drug combination and in vivo observation of the inhibition on the growth of B. microti in mice.