cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/3784-6s93
title: Supplementary tables and figures accompanying article “Detection of genome sequence outliers across pan-genomes”

description: Supplementary tables and figures accompanying article “Detection of genome sequence outliers across pan-genomes”
DOI: 10.17632/bggv6ksc9s.1
title: Data for: Sill complexes in the Karoo LIP: emplacement controls and regional implications

description: Historic drill hole logs as received from Council for Geoscience
DOI: 10.5061/dryad.8cj221n/1
title: Kolombangara Zosterops Genomic SNP file

description: This vcf file contains 86,432 SNPs from GBS sequencing of genetic samples from 76 Zosterops kulambangrae and 58 Z. murphyi.
DOI: 10.5281/zenodo.3244977
title: A bibliography of Ernesto De Martino (1908-1965)

description: A BibTeX-formated bibliography of the Italian anthropologist Ernesto De Martino (1908-1965).
DOI: 10.5281/zenodo.3244978
title: A bibliography of Ernesto De Martino (1908-1965)

description: A BibTeX-formated bibliography of the Italian anthropologist Ernesto De Martino (1908-1965).
DOI: 10.5281/zenodo.3245221
title: Data and analysis code for 'Monovision and the misperception of motion'

description: Data from the publication 'Monovision and the misperception of motion. J Burge, V Rodriguez-Lopez, C Dorronsoro'. to be published.

Preprint version of the manuscript in https://www.biorxiv.org/content/10.1101/591560v1.

The file includes Matlab code to plot the data of the paper. Please, follow the instructions in the readme.pdf file to plot the data.

For any other request, contact Johannes Burge (jburge@psych.upenn.edu).
description: The publication data indicated above is referred to the pre-print version of the paper.
DOI: 10.5281/zenodo.3245222
title: Data and analysis code for 'Monovision and the misperception of motion'

description: Data from the publication 'Monovision and the misperception of motion. J Burge, V Rodriguez-Lopez, C Dorronsoro'. to be published.

Preprint version of the manuscript in https://www.biorxiv.org/content/10.1101/591560v1.

The file includes Matlab code to plot the data of the paper. Please, follow the instructions in the readme.pdf file to plot the data.

For any other request, contact Johannes Burge (jburge@psych.upenn.edu).
description: The publication data indicated above is referred to the pre-print version of the paper.
DOI: 10.15129/1a689315-46ec-4487-be26-672f2e221fea
title: Data for: "Nonreciprocal Quantum Transport at Junctions of Structured Leads"

description: Data corresponding to the manuscript published in PRB. Requires MaLlab for accessing the files.
DOI: 10.17632/spdyz88rw3.1
title: Data for: The race is on: Configurations of absorptive capacity, inter-dependence and slack resources for inter-organisational learning in coopetition alliances

description: The attached data consists of N=317 selected coopetition alliances with IDs from the raw sample showing calibrated membership scores for all ten conditions (see first line for condition names) and high learning outcomes (with 0.95 full-in, 0.5 cross-over, 0.05 full-out).
DOI: 10.5281/zenodo.3245408
title: Current velocities measured by HF radars in Gulf of Trieste - April 2012

description: CODAR SeaSonde HF-radar derived surface ocean velocity in the Gulf of Trieste during the TOSCA experiment - April 2012

TOSCA - Tracking Oil Spill and Coastal Awareness, http://www.tosca-med.eu

Sensors (CODAR SeaSonde HF Radars) property and data retrieval --&gt; CNR-ISMAR, La Spezia;

Sensors installation and operation --&gt; OGS
description: This dataset was produced thanks to the Tracking Oil Spills and Coastal Awareness (TOSCA) Network project [grant number 2G-MED09-425], co-financed by the European Regional Development Fund in the framework of the MED programme
DOI: 10.5281/zenodo.3245409
title: Current velocities measured by HF radars in Gulf of Trieste - April 2012

description: CODAR SeaSonde HF-radar derived surface ocean velocity in the Gulf of Trieste during the TOSCA experiment - April 2012

TOSCA - Tracking Oil Spill and Coastal Awareness, http://www.tosca-med.eu

Sensors (CODAR SeaSonde HF Radars) property and data retrieval --&gt; CNR-ISMAR, La Spezia;

Sensors installation and operation --&gt; OGS
description: This dataset was produced thanks to the Tracking Oil Spills and Coastal Awareness (TOSCA) Network project [grant number 2G-MED09-425], co-financed by the European Regional Development Fund in the framework of the MED programme
DOI: 10.17632/9f2th42gf9.1
title: Data for: A phono-ethnic story of Nigerian English: as told by high vowels

description: The data is on the Nigerian variety of English spoken by a minority ethnic -Ebira. It's intended for a sociophonetic analysis of High front and back vowels in the system. The textfile (here attached) is a cleaned version of a script-generated dataset via PRAAT. The columns include all relevant acoustic information and variables used for statistical analysis and plotting.
DOI: 10.5066/p9nmxm5b
title: Geospatial datasets and hydraulic models of the Clear Fork Mohican River and Cedar Fork in Richland County, Ohio.

description: Digital flood-inundation maps for an 18.6-mile (mi) reach of the Clear Fork Mohican River (that extends approximately from 100 feet upstream from Gass Road near Lexington, Ohio to 700 feet downstream from Benedict Road in Butler , Ohio) and for a 5.9-mile (mi) reach of Cedar Fork (that extends from its confluence with Clear Fork Mohican River to Wirick Road/Richland County Line) were created by the U.S. Geological Survey (USGS) in cooperation with the Muskingum Watershed Conservancy District as part of a Federal Emergency Management Agency (FEMA) Flood Insurance Study (FIS). The flood-inundation maps show estimates of the areal extent corresponding to the 1% and 0.2% annual-exceedance probability floods. Flood profiles were computed for the stream reaches by means of the one-dimensional step-backwater model HEC-RAS. The Clear Fork Mohican River model was calibrated by using the current stage-discharge relation at the U.S. Geological Survey streamgage on Clear Fork Mohican River at Bellville, Ohio (station number 03131982). Also included are shapefiles of the streams centerlines, base-flood elevations, regulatory floodways, and base topography.
DOI: 10.5286/isis.e.rb2000016
title: Interfacial structures and competitive adsorption of amphiphilic millipede polymer with surfactants at the air-water interface

description: Foam stability, appearance and functionality is governed by the thin liquid films between foam bubbles. These films are stabilised by surface active molecules (surfactants and polymers). The structures of these mixtures at the interface is therefore of crucial importance. We propose to study mixed polymer/surfactant systems relevant to cleaning products, in particular the influence of the polymer molecular architecture and charge on the interfacial structures. The ultimate aim is to establish a link between the interfacial and bulk structures, and their potential industrial applications regarding their foaming and cleaning properties. P&G is interested in the long term implications of such fundamental studies in optimising their personal care products.
DOI: 10.5281/zenodo.3245393
title: Unpacking the concept of "educators' data literacy in Higher Education" - Systematic Review of the literature and Keyword Map

description: As algorithmic decision-making and data collection become pervasive within higher education, how can educators make sense of the systems that shape life and learning in the 21st century? Through a systematic review of the literature, the paper investigates the gaps in the literature, which prevent the formulation of potential pathways and principles on which educators’ data literacy can - and should - be developed and fostered. The analysis of 137 papers through the methods of classification under relevant categories, and key words mapping, showed that there is little attention on HE teachers, and most approaches to educators’ data literacy address management and technical abilities for data processing, with less concern on critical, ethical and personal approaches to datafication in education. The present dataset shows the full list of articles analysed. The dataset, and ods file, is composed by the following sheets: Codebook List of articles extracted from SCOPUS List of articles extracted from WOS List of articles extracted from ERIC List of articles extracted from DOAJ Interrater Agreement PRISMA workflow Analysis - First Level (classification of 137 articles selected) Analysis - Second Level (List of articles relating faculty development) Supplementary tables (counting articles in relation to the categories of analysis). As for the Keywords' Map, a second file .csv displays the text over which basis was performed the keyword maps analysis. A .txt file shows notes relating the analysis procedures using the software VOS-Viewer http://www.vosviewer.com/
description: This research has been parcially funded by the Project "Professional learning ecologies for Digital Scholarship: Supporting the Modernisation of Higher Education through Professionalism" , Spanish Ministry of Economy and Competitiveness, Programme "Ramón y Cajal" RYC-2016-19589. The authors wish to thank the colleagues of Edul@b for the insightful discussions about the classification adopted in the codebook.
DOI: 10.5286/isis.e.rb2000016-1
title: Interfacial structures and competitive adsorption of amphiphilic millipede polymer with surfactants at the air-water interface

description: Foam stability, appearance and functionality is governed by the thin liquid films between foam bubbles. These films are stabilised by surface active molecules (surfactants and polymers). The structures of these mixtures at the interface is therefore of crucial importance. We propose to study mixed polymer/surfactant systems relevant to cleaning products, in particular the influence of the polymer molecular architecture and charge on the interfacial structures. The ultimate aim is to establish a link between the interfacial and bulk structures, and their potential industrial applications regarding their foaming and cleaning properties. P&G is interested in the long term implications of such fundamental studies in optimising their personal care products.
DOI: 10.5281/zenodo.3245118
title: The Role of the World Bank in Financing Tuberculosis Control- Dataset

description: The completed dataset for the World Bank's financing of TB control initiatives from 1986-2017 (coded_questionnaire.csv). This is accompanied by the variable description guide (Glossary and Variable Description Guide.pdf). 

Co-financiers_database.csv is the data used in the analysis of co-financing of World Bank tuberculosis projects. 

IHME_DAH_DATABASE 24-10-17.csv is the data used in the analysis of Development Assitance for Health and Tuberculosis.

World Bank and TB.R is the source code used to encode and analyse all of the above data. Data analysis on R version 3.4.3.

Extended Data.pdf is the supplementary data for publication.
DOI: 10.5281/zenodo.3245295
title: Sample raw images from thermo-electrically cooled CCD

description: Bias, dark, flat and science images taken at the Paul P. Feder Observatory at Minnesota State University Moorhead Regional Science Center and operated by the Department of Physics and Astronomy. Images taken with the Andor Aspen CG16M.
DOI: 10.5281/zenodo.3245296
title: Sample raw images from thermo-electrically cooled CCD

description: Bias, dark, flat and science images taken at the Paul P. Feder Observatory at Minnesota State University Moorhead Regional Science Center and operated by the Department of Physics and Astronomy. Images taken with the Andor Aspen CG16M.
DOI: 10.5281/zenodo.3244991
title: Sacurine toy dataset - 6 samples / 3 QC

description: <strong>Objective: </strong>

Influence of age, body mass index, and gender on the urine metabolome

<strong>Cohort: </strong>

183 employees from CEA

<strong>LC-HRMS: </strong>

LTQ-Orbitrap (negative ionization mode)
DOI: 10.17632/pr9cy5k8fh.1
title: Data for: Impairment of Monetary Autonomy: Case of "Trilemma" vs. "Duo"

description: The dataset consists of the data of monetary reaction function variables, i.e., CPI, IIP, Short term interest rates, and Exchange rates for 33 AEs and EMEs which have been investigated in this study.
DOI: 10.7910/dvn/zgi2gf/dtbqio
title: Expressive Voting_Replication.tab

description: Stata Data File
DOI: 10.7910/dvn/rtj02g/hqisbw
title: Obama Data Sources and Collection Procedures.pdf

description: Provides instructions for recreating the datasets used in the analyses.
DOI: 10.7910/dvn/rtj02g/qtqv7l
title: obamaadminrhetoric.tab

description: Dataset for presidential rhetoric by administration.
DOI: 10.7910/dvn/zgi2gf/9ofsyk
title: readme.txt

description: :unav
DOI: 10.7910/dvn/zgi2gf/rdzseb
title: Expressive Voting_Replication.do

description: Stata Do File
DOI: 10.7910/dvn/rtj02g/3tj89l
title: obamayearlyrhetoric.tab

description: Dataset for presidential rhetoric by year.
DOI: 10.7910/dvn/rtj02g/7jofog
title: obamarollcallobject.rds

description: Matrix of roll-call call votes for calculating presidential DW-Nominate scores.
DOI: 10.7910/dvn/rtj02g/grciti
title: obamaadminspending.tab

description: Dataset for presidential budget proposals by administration.
DOI: 10.7910/dvn/rtj02g/habnae
title: obamatermrhetoric.tab

description: Dataset for presidential rhetoric by term.
DOI: 10.7910/dvn/rtj02g/n3uo2e
title: obamaicreliability.tab

description: Dataset for intercoder reliability tests.
DOI: 10.7910/dvn/rtj02g/n8tlo2
title: obamareplication.R

description: Code to replicate analyses.
DOI: 10.7910/dvn/rtj02g/rlsd37
title: obamareadme.txt

description: Provides instructions on how to use the data and replication code.
DOI: 10.7910/dvn/rtj02g/zdra05
title: obamayearlyspending.tab

description: Dataset for presidential budget proposals by year.
DOI: 10.7910/dvn/i5poad/1zdtf6
title: ReadMe.rtf

description: This note provides information about the files in the folder.
DOI: 10.7910/dvn/i5poad/3bxkpn
title: KIMDistrictv2Codebook.pdf

description: This is the codebook of the dataset file titled KIMDistrictv2.dta
DOI: 10.7910/dvn/i5poad/3hmwvp
title: Figure3Replication.tab

description: This file has information used in Figure 3 in the article.
DOI: 10.7910/dvn/i5poad/pppdki
title: KIMDistrictv2.tab

description: This is the main dataset used in the appendix.
DOI: 10.7910/dvn/i5poad/rdwbds
title: AppendixEReplication.do

description: This is the replication file for statistical models in Appendix E.
DOI: 10.7910/dvn/i5poad/ymtnu2
title: KIMIndividualv2Codebook.pdf

description: This is the codebook of the dataset file titled KIMIndividualv2.dta
DOI: 10.7910/dvn/i5poad/zebphc
title: KIMIndividualv2.tab

description: This is the main dataset used in the article.
DOI: 10.7910/dvn/rtj02g/byhlsm
title: Obama Codebook for Data Files.pdf

description: Provides details about each dataset and variables.
DOI: 10.5281/zenodo.3245410
title: Pecha Layout Analysis Annotations in Transkibus Format

description: Training data for <em>Layout Analysis</em> of Tibetan woodblock prints. This version of dataset contain images randomly picked images from LOC scans of the derge kangyur.

<strong>Training data contains:</strong>


	Text region annotations
	Line annotations


Note: The annotations scheme is based on Transkribus<strong>. </strong>Importing the annotations is same as importing an exported Transkribus format documents.
DOI: 10.5281/zenodo.3245411
title: Pecha Layout Analysis Annotations in Transkibus Format

description: Training data for <em>Layout Analysis</em> of Tibetan woodblock prints. This version of dataset contain images randomly picked images from LOC scans of the derge kangyur.

<strong>Training data contains:</strong>


	Text region annotations
	Line annotations


Note: The annotations scheme is based on Transkribus<strong>. </strong>Importing the annotations is same as importing an exported Transkribus format documents.
DOI: 10.5281/zenodo.3245005
title: Multicrystal data of proteinase K collected on the VMXi beamline at the Diamond Light Source, UK

description: These are a series of datasets which have been collected on the VMXi beamline at the Diamond Light Source, UK. They were collected <em>in-situ</em> at room temperature using a Dectris 2X 4M detector. The datasets were collected in unattended mode using samples preselected using the SynchWeb interface to ISPyB. Each dataset is a 60 degree wedge of data, collected using 1% DMM (double multilayer monochromator) beam (at a wavelength of 0.979A) with an exposure time of 0.002 secs/ frame. These data were merged and have been used in the deposition of a structure to the protein databank.
DOI: 10.5281/zenodo.3245006
title: Multicrystal data of proteinase K collected on the VMXi beamline at the Diamond Light Source, UK

description: These are a series of datasets which have been collected on the VMXi beamline at the Diamond Light Source, UK. They were collected <em>in-situ</em> at room temperature using a Dectris 2X 4M detector. The datasets were collected in unattended mode using samples preselected using the SynchWeb interface to ISPyB. Each dataset is a 60 degree wedge of data, collected using 1% DMM (double multilayer monochromator) beam (at a wavelength of 0.979A) with an exposure time of 0.002 secs/ frame. These data were merged and have been used in the deposition of a structure to the protein databank.
DOI: 10.5061/dryad.nt561v7/1
title: Dryad Item 10.5061/DRYAD.NT561V7/1

description: (:tba)
DOI: 10.5281/zenodo.3245502
title: Optimisation of viability assay for DIPG patient-derived cell lines

description: Evaluation of the efficacy of M4K compounds in DIPG patient-derived cell lines is essential before any promising compounds can be further tested in mouse xenograft models. This approach can aid in narrowing down clinical compound candidates and reduce the time, resources and animal sacrifice needed downstream.

A robust and efficient readout for the changes in the viability of the DIPG cells needs to be established before it can be used to evaluate the M4K compounds. In addition, the amount of cells to be seeded at the beginning of the experiment has to be optimised to avoid overcrowding and starvation of the cells after extended culture times. Overcrowding and starvation will lead to increased cell death and prevent accurate estimation of the potency of M4K compounds (EC50).
DOI: 10.5281/zenodo.3245503
title: Optimisation of viability assay for DIPG patient-derived cell lines

description: Evaluation of the efficacy of M4K compounds in DIPG patient-derived cell lines is essential before any promising compounds can be further tested in mouse xenograft models. This approach can aid in narrowing down clinical compound candidates and reduce the time, resources and animal sacrifice needed downstream.

A robust and efficient readout for the changes in the viability of the DIPG cells needs to be established before it can be used to evaluate the M4K compounds. In addition, the amount of cells to be seeded at the beginning of the experiment has to be optimised to avoid overcrowding and starvation of the cells after extended culture times. Overcrowding and starvation will lead to increased cell death and prevent accurate estimation of the potency of M4K compounds (EC50).
DOI: 10.5281/zenodo.3244457
title: DWD European Weather 2

description: opendata.dwd.de - OpenData by Deutscher Wetter Dienst

Conditions: https://www.dwd.de/EN/service/copyright/copyright_node.html

dates and times are UTC.
DOI: 10.5281/zenodo.3245415
title: Presidential grants to nonprofit organizations 2013-2016

description: Dataset was assembled by the Transparency International — R. This is a complete list of NPO winners of presidential grants competitions from 2013 to 2016. The database contains information about the name of the organization that received support, the name of the project, the amount of support, the grant operator who allocated the funds, the organization’s website and its level of transparency.
DOI: 10.5281/zenodo.3245416
title: Presidential grants to nonprofit organizations 2013-2016

description: Dataset was assembled by the Transparency International — R. This is a complete list of NPO winners of presidential grants competitions from 2013 to 2016. The database contains information about the name of the organization that received support, the name of the project, the amount of support, the grant operator who allocated the funds, the organization’s website and its level of transparency.
DOI: 10.5061/dryad.7c834db/1
title: Dryad Item 10.5061/DRYAD.7C834DB/1

description: (:tba)
DOI: 10.5061/dryad.7c834db/2
title: Dryad Item 10.5061/DRYAD.7C834DB/2

description: (:tba)
DOI: 10.5061/dryad.7c834db/3
title: Dryad Item 10.5061/DRYAD.7C834DB/3

description: (:tba)
DOI: 10.5061/dryad.7c834db/4
title: Dryad Item 10.5061/DRYAD.7C834DB/4

description: (:tba)
DOI: 10.5061/dryad.7c834db/5
title: Dryad Item 10.5061/DRYAD.7C834DB/5

description: (:tba)
DOI: 10.5061/dryad.7c834db/6
title: Dryad Item 10.5061/DRYAD.7C834DB/6

description: (:tba)
DOI: 10.24435/materialscloud:2019.0013/v2
title: Free-Energy Surface Prediction by Flying Gaussian Method: Numerical Proof

description: Biomolecular simulations have a great potential in protein engineering, drug discovery and many other fields. Unfortunately, this method is computationally expensive, so many interesting processes cannot be routinely studied. In order to address this problem we developed Flying Gaussian method [Journal of Chemical Theory and Computation 12, 4644-4650 (2016)]. This method simultaneously simulates multiple replicas of the studied system and disfavor replicas with similar structures by artificial bias potential. The question arises how to calculate an unbiased free energy surface from a biased simulation. This dataset demonstrates together with mathematical arguments supports application of Umbrella Sampling reweighing method, despite the fact that this method is designed for methods with a time-independent bias potential.
<br>
DOI: 10.7910/dvn/fsvypl/uzofhu
title: Body and Brain weights.tab

description: :unav
DOI: 10.7910/dvn/fsvypl/difxqy
title: raw statistics.xlsx

description: :unav
DOI: 10.7910/dvn/fsvypl/lud6xx
title: Behavioral Scoring Standard    Opponent Test Aggression.xlsx

description: :unav
DOI: 10.7910/dvn/fsvypl/wyt03m
title: Biochemistry results of gene    expression of Na-K-ATPase, corticosterone receptor and melatonin    receptor.xlsx

description: :unav
DOI: 10.17632/3pp3p2hbdc.1
title: Data for: New method for denoising borehole transient electromagnetic data with discrete wavelet transform

description: Data_10512 is generated using Loki, which is a 3D forward modeling program (Raiche et al., 2007). Sferics is from a field survey. the three *.raw files are borehole TEM data recorded by SmarTem24.
DOI: 10.7910/dvn/sybgzl/exowut
title: abcnews-date-text.v8.tab

description: :unav
DOI: 10.5281/zenodo.3244837
title: Pecha Line Segmentation Datasets

description: Training data for line segmentation of Tibetan woodblock prints. This version of dataset contain images randomly picked images from LOC scans of the derge kangyur.

This dataset was trained with Unet Model using fastai library. The result was unsatisfactory due to insufficient data.

<strong>Datasets contains:</strong>


	Images/ : Original pecha image
	Labels/ : Mask of each image
	valid.txt: list of validation filename
	code.txt: list of name of object
DOI: 10.5281/zenodo.3244838
title: Pecha Line Segmentation Datasets

description: Training data for line segmentation of Tibetan woodblock prints. This version of dataset contain images randomly picked images from LOC scans of the derge kangyur.

This dataset was trained with Unet Model using fastai library. The result was unsatisfactory due to insufficient data.