cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.3676483
title: Salvaging the Internet Hate Machine: Using the discourse of extremist online subcultures to identify emergent extreme speech

description: This dataset accompanies a paper submitted to the WebSci 20 conference. In this paper, we present a lexicon of 'extreme speech' that may be used to detect hate speech and extreme speech on online platforms. We outline a cross-disciplinary research protocol through which this lexicon is initially extracted from a corpus of 3,335,265 posts from 4chan's /pol/ sub-forum using a hybrid method comprising word2vec modeling and subsequent snowballing of nearest neighbours of a small initial expert seed list of extreme language. The choice of corpus is significant, as 4chan is a space of rapid language innovation and obscure extreme vernacular, complicating generalised approaches. Our lexicon detects significantly more extreme posts within a corpus from a more mainstream platform (Reddit) than another popular lexicon, Hatebase, with similar accuracy. Our lexicon and the method of its creation thus provide a contribution to the study of the toxicity of online subcultures similar to 4chan, as well as more mainstream platforms. As we demonstrate, the lexicon allows for more effective detecting of extreme speech in these spaces. This method and the lexicon have further been made available through an open-source web tool for the study of online social platforms, 4CAT. The computational methods and lexicon on offer here can thus be used by a wide academic audience, fostering interdisciplinary approaches to the study of online hate and extreme speech. The dataset comprises the following items: The 4chan corpus from which the extreme speech lexicon was generated (posts from /pol/, 1 October 2019 - 1 November 2019) The Reddit corpus used to verify and test the lexicon (posts from the_donald, theredpill, politics and chapotraphouse, 1 October 2019 - 1 November 2019) The word2vec model from which the extreme speech lexicon was generated The extreme speech lexicon that was generated
description: Stijn Peeters received funding from the ODYCCEUS Horizon 2020 project, ERC grant agreement number 732942.
DOI: 10.5281/zenodo.3676482
title: Salvaging the Internet Hate Machine: Using the discourse of extremist online subcultures to identify emergent extreme speech

description: This dataset accompanies a paper submitted to the WebSci 20 conference. In this paper, we present a lexicon of 'extreme speech' that may be used to detect hate speech and extreme speech on online platforms. We outline a cross-disciplinary research protocol through which this lexicon is initially extracted from a corpus of 3,335,265 posts from 4chan's /pol/ sub-forum using a hybrid method comprising word2vec modeling and subsequent snowballing of nearest neighbours of a small initial expert seed list of extreme language. The choice of corpus is significant, as 4chan is a space of rapid language innovation and obscure extreme vernacular, complicating generalised approaches. Our lexicon detects significantly more extreme posts within a corpus from a more mainstream platform (Reddit) than another popular lexicon, Hatebase, with similar accuracy. Our lexicon and the method of its creation thus provide a contribution to the study of the toxicity of online subcultures similar to 4chan, as well as more mainstream platforms. As we demonstrate, the lexicon allows for more effective detecting of extreme speech in these spaces. This method and the lexicon have further been made available through an open-source web tool for the study of online social platforms, 4CAT. The computational methods and lexicon on offer here can thus be used by a wide academic audience, fostering interdisciplinary approaches to the study of online hate and extreme speech. The dataset comprises the following items: The 4chan corpus from which the extreme speech lexicon was generated (posts from /pol/, 1 October 2019 - 1 November 2019) The Reddit corpus used to verify and test the lexicon (posts from the_donald, theredpill, politics and chapotraphouse, 1 October 2019 - 1 November 2019) The word2vec model from which the extreme speech lexicon was generated The extreme speech lexicon that was generated
description: Stijn Peeters received funding from the ODYCCEUS Horizon 2020 project, ERC grant agreement number 732942.
DOI: 10.25345/c5wm49
title: MassIVE MSV000084996 - Supplementary Dataset 2 - N-terminal peptides identified in subtiligase experiments performed in Jurkat lysate
title: This dataset contains N-terminal peptides enriched by subtiligase N terminomics in Jurkat cell lysate.
DOI: 10.25345/c5rt2c
title: MassIVE MSV000084997 - SILAC-based quantitative proteomics analysis of lung cancer cells treated with a DNMTi drug decitabine
title: DNA methyltransferase inhibitors (DNMTi) has been shown to modulate pathways related to antigen processing/presentation, human leukocyte antigens (HLA), and interferon responses across different cancer types on the transcriptomic level (Li et al., 2014; Wrangle et al., 2013). Nevertheless, these transcriptomic changes may not fully reflect the alterations of surface proteins that provoke susceptibility to immunotherapy. Thus, we sought to obtain a comprehensive profile of surface proteins altered by decitabine (DAC) through isolating cell surface proteins from A549 human lung cancer cells before and after DAC treatment using EZ-link Sulfo-NHS-SS-Biotin-assisted biotinylation method, followed by SILAC-based quantitative proteomics approach.
DOI: 10.6073/pasta/b0cdd39f4ffafdd7dbdb443da6bccb2a
title: Soil movement across black grama and mesquite ecotone transects in the Jornada Basin, southern New Mexico, USA, 1933-2011

description: This package contains data from a study that measured long-term soil movement in areas undergoing mesquite invasion on the Jornada Experimental Range from 1933-2011. Data consist of height measurements of soil on two long-term transects established in the Natural Revegetation Exclosure (NatReveg) in 1933 and an exclosure in Pasture 8b in 1935. In 1933, about half of the NatReveg exclosure was covered with mesquite dunes. Grasses dominated the non-dune portion, but mesquite plants were present. Approximately one-third of the NatReveg site exclosure was sprayed with 2,4,5-T herbicide for mesquite control in 1966-68. Additional herbicide treatments were conducted upon the sprayed portion in 1969-72. The 1731-m NatReveg exclosure transect runs north-south through the center of the exclosure and extends 61 m (200ft) beyond the boundary fence on either end. The 457-m Pasture 8b transect is oriented WSW-ENE and was established in an area where mesquite dunes were large and well established. The predominant soils in this exclosure are deep loamy sands. Soil movement was measured by the distance between the soil surface and a notch in 50 cm T-posts located every 15.2 m (50 ft). Transects were measured in 1950 (8b only), 1955 (8b only), every five years from 1980-2000, and most recently in 2011. Most steel posts were re-measured at these intervals, but some were lost due to excavation or burial. These were replaced with a new baseline notch height initiated on the posts. Data correspond to each year of collection, as well as measures (in cm) of soil deposition or deflation during the intervals. This study is complete. For further information, see: Gibbens, R.P., J.M. Tromble, J.T. Hennessy, and M. Cardenas, 1983. "Soil movement in mesquite dunelands and former grasslands of southern New Mexico from 1933 to 1980." Journal of Range Management 36:145-148.
DOI: 10.5519/qd.856o8vlj
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.15468/dzvvnz
title: Two new oligohaline Hydrobia (s. l.) (Caenogastropoda) from the transitional Upper Oligocene Galatone Fm (Apulia, Southern Italy)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Esu, Daniela, Girotti, Odoardo (2019): Two new oligohaline Hydrobia (s. l.) (Caenogastropoda) from the transitional Upper Oligocene Galatone Fm (Apulia, Southern Italy). Geodiversitas 1: 1-9, DOI: 10.5252/geodiversitas2019v41a1
DOI: 10.25386/genetics.11873841
title: Supplemental Material for Jacques et al., 2020

description: Supplementary methods, text, figures, tables and data files.
DOI: 10.3886/e112970v1-22533
title: Replication data for: Media Influences on Social Outcomes: The Impact of MTV's 16 and Pregnant on Teen Childbearing

description: This paper explores the impact of the introduction of the widely viewed MTV reality show 16 and Pregnant on teen childbearing. Our main analysis relates geographic variation in changes in teen childbearing rates to viewership of the show. We implement an instrumental variables (IV) strategy using local area MTV ratings data from a pre-period to predict local area 16 and Pregnant ratings. The results imply that this show led to a 4.3 percent reduction in teen births. An examination of Google Trends and Twitter data suggest that the show led to increased interest in contraceptive use and abortion. (JEL D12, J13, J16, L82, Z13)
DOI: 10.7910/dvn/tdoapg/yxqumt
title: URLs-v2.pdf

description: :unav
DOI: 10.21227/33fn-d296
title: Transients and Faults in Transformer and Phase Angle Regulators

description: The dataset contains internal faults in power transformer and phase angle regulators (PAR) in a 5-bus interconnected system. It also has 6 other power system transients which include magnetising inrush, sympathetic inrush, external faults with CT saturation, capacitor switching, non-linear load switching, and ferroresonance. There are 88128 internal fault files and 12780 files of other transient disturbances. The faults and transients are simulated in PSCAD/EMTDC and the output files are in text format.
DOI: 10.5281/zenodo.3678759
title: Theoretical and experimental data for stopping power of Hf by proton impact

description: This release contains the theoretical and experimental data for stopping power of Hf from Montanari et al. 2020.
DOI: 10.21227/c4z3-4902
title: Transients and Faults in Transformer and Phase Angle Regulators

description: The dataset contains internal faults in power transformer and phase angle regulators (PAR) in a 5-bus interconnected system. It also has 6 other power system transients which include magnetising inrush, sympathetic inrush, external faults with CT saturation, capacitor switching, non-linear load switching, and ferroresonance. There are 88128 internal fault files and 12780 files of other transient disturbances. The faults and transients are simulated in PSCAD/EMTDC and the output files are in text format.
DOI: 10.21227/g4b3-cq76
title: Transients and Faults in Transformer and Phase Angle Regulators

description: The dataset contains internal faults in power transformer and phase angle regulators (PAR) in a 5-bus interconnected system. It also has 6 other power system transients which include magnetising inrush, sympathetic inrush, external faults with CT saturation, capacitor switching, non-linear load switching, and ferroresonance. There are 88128 internal fault files and 12780 files of other transient disturbances. The faults and transients are simulated in PSCAD/EMTDC and the output files are in text format.
DOI: 10.5066/p9akn25s
title: Lake Ontario Nearshore Nutrient Study (LONNS), 2018, Lake Ontario, New York

description: From April through September of 2018, water-quality data were collected at 35 locations from select tributaries, embayments, and nearshore lake locations along New York's portion of Lake Ontario in support of the 2018 Cooperative Science and Monitoring Initiative, the Great Lakes Restoration Initiative, and the Lakewide Action Management Plan. These data include environmental, replicate, and blank samples of nutrients, suspended solids, sodium, and chloride, as well as field measurements of physical parameters (temperature, specific conductance, dissolved oxygen, pH, turbidity, phycocyanin relative fluorescence, chlorophyll relative fluorescence, photosynthetically active radiation, and phycocyanin:cholorphyll ratio).
DOI: 10.21227/9172-k983
title: Transients and Faults in Transformer and Phase Angle Regulators

description: The dataset contains internal faults in power transformer and phase angle regulators (PAR) in a 5-bus interconnected system. It also has 6 other power system transients which include magnetising inrush, sympathetic inrush, external faults with CT saturation, capacitor switching, non-linear load switching, and ferroresonance. There are 88128 internal fault files and 12780 files of other transient disturbances. The faults and transients are simulated in PSCAD/EMTDC and the output files are in text format.
DOI: 10.25345/c5n39v
title: MassIVE MSV000084998 - GNPS_GCMS_ajonegro_21022020_CR_TESIS
title: Inyecciones de ajo negro por SPME, valoraciones de muestras inicial
DOI: 10.21227/txab-xk14
title: Transients and Faults in Transformer and Phase Angle Regulators

description: The dataset contains internal faults in power transformer and phase angle regulators (PAR) in a 5-bus interconnected system. It also has 6 other power system transients which include magnetising inrush, sympathetic inrush, external faults with CT saturation, capacitor switching, non-linear load switching, and ferroresonance. There are 88128 internal fault files and 12780 files of other transient disturbances. The faults and transients are simulated in PSCAD/EMTDC and the output files are in text format.
DOI: 10.5281/zenodo.3678785
title: Theoretical and experimental data for stopping power of Hf by proton impact

description: This release contains the theoretical and experimental data for stopping power of Hf from Montanari et al. 2020.
DOI: 10.25919/5e504f901d8e9
title: Parkes observations for project P456 semester 2019OCTS_10

description: The Parkes Pulsar Timing Array (PPTA) project has three primary goals: (a) detection of gravitational waves from astronomical sources, (b) establishment of a pulsar timescale, and (c) improvement of our understanding of Solar-system dynamics. The PPTA is the oldest of three international pulsar timing groups. We have the smallest telescope and the smallest group, but the best measurements and the best results. Our bound on the strength of the incoherent gravitational wave background is the only bound which significantly constrains theoretical models. We have maintained our leading position because: we have the southern sky; we have a small but well-focussed group; we have the best-calibrated receivers; and we have been able to observe with an almost regular cadence of 15 to 20 days over a wide bandwidth. With this proposal we aim to maintain our pre-eminent position in the field. Unlike most observing proposals, this is a continuing proposal for which the observations will continue to improve bounds on ultra-low-frequency gravitational waves until they are finally detected. Continued Parkes observations will remain valuable at least until the first stage of the SKA is able to improve on our sensitivity and observing cadence. Even after the gravitational wave background is detected we will want to continue observations in support of the nascent field of gravitational wave astronomy!
DOI: 10.3886/e117874v1
title: Public Interpretations of and Responses to Scientific Disputes

description: Given expanding publicity about conflicts among, and distrust of, authorities, scientific disagreements may individually or collectively undermine lay trust in support for science and scientists. Potential outcomes may include misconstruing the true nature of a field’s uncertainties, ignoring expert advice on protecting oneself, or reducing support for use of science in policymaking or education. This research aims to answer three questions: 1) How do lay people interpret disagreement among scientists in terms of dispute origins and cues to which of the contending sides is most credible?; 2) What beliefs, attitudes, and behaviors about the disputed topic or science stem from these lay interpretations?; and 3) How malleable are such interpretations and responses to interventions (i.e., education on scientific process)? Diverse public samples saw scenarios involving two-sided mass disputes on topics varying in public salience, impacts, and familiarity, such as the nature of dark matter, desirable dietary salt intake, or nanotechnology. The research probed the relative role of knowledge, values, self-interest, history, and vote-counting as factor in lay beliefs about why scientific disputes occur (e.g., self-interest, incompetence, inherent complexity of the topic), cues to disputants’ credibility (e.g., perceived uncertainty of the field, credentials, salient value similarity, self-interest), lay responses to disputes among scientists, and messages intended to inform or reduce individual defensiveness about disputes.<br> <br>
description: web-based survey~~
description: Smallest Geographic Unit: United States
description: Surveys 2 through 10 were random but not nationally representative surveys. Survey 11 was a nationally representative sample, provided by YouGov. Study 1 included focus groups.
DOI: 10.3886/e117874
title: Public Interpretations of and Responses to Scientific Disputes

description: Given expanding publicity about conflicts among, and distrust of, authorities, scientific disagreements may individually or collectively undermine lay trust in support for science and scientists. Potential outcomes may include misconstruing the true nature of a field’s uncertainties, ignoring expert advice on protecting oneself, or reducing support for use of science in policymaking or education. This research aims to answer three questions: 1) How do lay people interpret disagreement among scientists in terms of dispute origins and cues to which of the contending sides is most credible?; 2) What beliefs, attitudes, and behaviors about the disputed topic or science stem from these lay interpretations?; and 3) How malleable are such interpretations and responses to interventions (i.e., education on scientific process)? Diverse public samples saw scenarios involving two-sided mass disputes on topics varying in public salience, impacts, and familiarity, such as the nature of dark matter, desirable dietary salt intake, or nanotechnology. The research probed the relative role of knowledge, values, self-interest, history, and vote-counting as factor in lay beliefs about why scientific disputes occur (e.g., self-interest, incompetence, inherent complexity of the topic), cues to disputants’ credibility (e.g., perceived uncertainty of the field, credentials, salient value similarity, self-interest), lay responses to disputes among scientists, and messages intended to inform or reduce individual defensiveness about disputes.<br> <br>
description: web-based survey~~
description: Smallest Geographic Unit: United States
description: Surveys 2 through 10 were random but not nationally representative surveys. Survey 11 was a nationally representative sample, provided by YouGov. Study 1 included focus groups.
DOI: 10.5281/zenodo.3968801
title: SSH data set used for Rossby Wave Analysis, extraction from ORCA12.L46-MJM189 DRAKKAR simulation

description: This data set corresponds to the Sea Surface Heigh (SSH) silmulated by the NEMO ocean circulation model, under the ORCA12.L46-MJM189 configuration, developped in the frame of the DRAKKAR project. This particular data set is an extraction from the native numerical grid, covering the area between 38N and 40N in the North Altantic ocean, for the period 1970 to 2015. The data are concatenated in a single file with 5-days average of SSH. The corresponding metrics for this sub domain are also present in this netcdf file. This subset was used in Watelet et al. (2020) submitted paper, dealing with Rossby waves analysis.
DOI: 10.5281/zenodo.3968800
title: SSH data set used for Rossby Wave Analysis, extraction from ORCA12.L46-MJM189 DRAKKAR simulation

description: This data set corresponds to the Sea Surface Heigh (SSH) silmulated by the NEMO ocean circulation model, under the ORCA12.L46-MJM189 configuration, developped in the frame of the DRAKKAR project. This particular data set is an extraction from the native numerical grid, covering the area between 38N and 40N in the North Altantic ocean, for the period 1970 to 2015. The data are concatenated in a single file with 5-days average of SSH. The corresponding metrics for this sub domain are also present in this netcdf file. This subset was used in Watelet et al. (2020) submitted paper, dealing with Rossby waves analysis.
DOI: 10.34740/kaggle/dsv/1386394
title: COVID-19 Indonesia Dataset
DOI: 10.7910/dvn/7j9jjo/ggpxqr
title: README.txt

description: :unav
DOI: 10.25345/c5hd6k
title: MassIVE MSV000085000 - GNPS Florida Citrus Strains crude extracts - 02212020
title: Crude extracts of 1L cultures of fungal and bacterial strains isolated from citrus trees under high HLB pressure, grown for 1 week. All showed in vitro inhibition of Liberibacter crescens.
DOI: 10.6084/m9.figshare.11876235.v11
title: Simulated mean wave direction (3-hourly, 1850.01-2014.12) from FIO-ESM v2.0 historical experiment r1i1p1f1

description: Ocean surface waves; Mean wave direction, FIO-ESM v2.0, CMIP6, Historical simulationDescriptiong: Simulated mean wave direction (3-hourly, 1850.01-2014.12) from FIO-ESM v2.0 historical experiment r1i1p1f1, which is branch from Jan 1, 301 of piControl experiment. The grid, named gx1v6, is the displaced pole (the North Pole displaced to the Greenland) grid with 1.1 degree in longitude and 0.27-0.54 degree in latitude.
DOI: 10.5281/zenodo.3678849
title: Global land use/land cover and soils relations from 850 to 2015 (LUSoils v.1)

description: This dataset links human land use and land cover types from the Land-Use Harmonization (LUH2) dataset (Lawrence et al., 2016) to four hydrologic soil groups from 850 to 2015 derived from the SoilGrids250m soils dataset (Hengl et al., 2017). These groups represent sandy soils (hydrologic group A) consisting of texture classes sand, sandy loam, and loamy sand; silty soils (hydrologic group B) consisting of loam, silty-loam, and silt; a mixed sand-silt-clay soils (hydrologic group C); and clayey soils (hydrologic group D) represented by clay, sandy-clay, clay-loam, silty-clay, and silt-clay-loam texture classes from the SoilGrids250m dataset. This dataset makes it possible to better link LULCs to soil types typically used for these activities potentially improving the simulation of water, energy and biogeochemical processes in Earth System Models. Additionally, it lays the foundation for simulating LULC impacts on soils that have different vulnerabilities and responses to human uses of soils.
description: http://lusoil.geog.uvic.ca/dataset-linkSoilLU#
description: {"references": ["Dataset references: Wang, P.-L. & J. Feddema, Linking Global Land Use/Land Cover to Soils from 850 to 2015, submitted to Global Biogeochemical Cycles."]}