cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.13641094
title: Low-pass sequencing increases the power of GWAS and decreases measurement error of polygenic risk scores compared to genotyping arrays -- Illumina GSA genotype calls (batch 2)

description: Dataset accompanying the manuscript entitled "Low-pass sequencing increases the power of GWAS and decreases measurement error of polygenic risk scores compared to genotyping arrays". As part of Experiment E in this manuscript, we assayed 120 cell lines using the Illumina GSA v3.0 in triplicate. This dataset comprises VCFs containing variant calls from the second batch of replicates (out of three) of these assayed cell lines. The other two batches comprising the other two replicates of all these individuals can also be found on figshare.
DOI: 10.6084/m9.figshare.13641149
title: Thematic analysis dataset

description: Data to support Table 3 and Figures 6 and 7.
DOI: 10.5517/ccdc.csd.cc2736h2
title: CCDC 2058663: Experimental Crystal Structure Determination

description: Related Article: W. Clegg, R.W. Harrington|2021|CSD Communication|||
DOI: 10.5281/zenodo.4459429
title: Scholarly journals publishing articles by family and community physicians in Brazil, up to December 2018

description: This is the dataset of manuscript titled "In which journals do family and community physicians in Brazil publish? The <em>Trajetórias MFC</em> project". There are two spreadsheets: the dataset proper and the data dictionary. See the manuscript for background. All spreadsheets are in the CSV (comma-separated values) format, delimited with semicolons and encoded in UTF-8 with the byte-order mark (BOM). The spreadsheets can be opened with desktop or Web application software (LibreOffice Calc, Microsoft Excel, Google Sheets) or with statistical software such as R. A previous version of this dataset was used in a preprint. This version should be cited by an upcoming article. See also the article, dataset and supplementary table for an earlier milestone, about the postgraduate education of family and community physicians in Brazil.
DOI: 10.5281/zenodo.3905254
title: Scholarly journals publishing articles by family and community physicians in Brazil, up to December 2018

description: This is the dataset of manuscript titled "In which journals do family and community physicians in Brazil publish? The <em>Trajetórias MFC</em> project". There are two spreadsheets: the dataset proper and the data dictionary. See the manuscript for background. All spreadsheets are in the CSV (comma-separated values) format, delimited with semicolons and encoded in UTF-8 with the byte-order mark (BOM). The spreadsheets can be opened with desktop or Web application software (LibreOffice Calc, Microsoft Excel, Google Sheets) or with statistical software such as R. A previous version of this dataset was used in a preprint. This version should be cited by an upcoming article. See also the article, dataset and supplementary table for an earlier milestone, about the postgraduate education of family and community physicians in Brazil.
DOI: 10.6084/m9.figshare.3761562.v1755
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.6084/m9.figshare.13641120
title: Low-pass sequencing increases the power of GWAS and decreases measurement error of polygenic risk scores compared to genotyping arrays -- Illumina GSA genotype calls (batch 3)

description: Dataset accompanying the manuscript entitled "Low-pass sequencing increases the power of GWAS and decreases measurement error of polygenic risk scores compared to genotyping arrays". As part of Experiment E in this manuscript, we assayed 120 cell lines using the Illumina GSA v3.0 in triplicate. This dataset comprises VCFs containing variant calls from the third batch of replicates (out of three) of these assayed cell lines. The other two batches comprising the other two replicates of all these individuals can also be found on figshare.
DOI: 10.5281/zenodo.4465181
title: Dataset for interactive course on Deep Learning for Imaging

description: This is a companion dataset for the course available at https://github.com/guiwitz/DLImaging on Deep Learning for Imaging. It should be downloaded, decompressed, and placed at the same level as the "notebooks" folder of the course. The list of the original location of the data as well as their licenses can be found in the LICENSE file.
DOI: 10.5281/zenodo.4465180
title: Dataset for interactive course on Deep Learning for Imaging

description: This is a companion dataset for the course available at https://github.com/guiwitz/DLImaging on Deep Learning for Imaging. It should be downloaded, decompressed, and placed at the same level as the "notebooks" folder of the course. The list of the original location of the data as well as their licenses can be found in the LICENSE file.
DOI: 10.5281/zenodo.4459478
title: Supplementary Materials for 'Colexification patterns in Europe: A study of persistence and diffusibility in the lexicon, based on the Database of Crosslinguistic Colexifications (CLICS3)' (Linguistic Typology)

description: The folder contains the data and scripts used for the article on 'Colexification patterns in Europe: A study of persistence and diffusibility in the lexicon, based on the Database of Crosslinguistic Colexifications (CLICS3)'
DOI: 10.5281/zenodo.4459477
title: Supplementary Materials for 'Colexification patterns in Europe: A study of persistence and diffusibility in the lexicon, based on the Database of Crosslinguistic Colexifications (CLICS3)' (Linguistic Typology)

description: The folder contains the data and scripts used for the article on 'Colexification patterns in Europe: A study of persistence and diffusibility in the lexicon, based on the Database of Crosslinguistic Colexifications (CLICS3)'
DOI: 10.17632/mcwkdc9ppn.1
title: Data for: The Relationship between Time Perspective and Meaning in Life across Different Age Stages in Adulthood

description: Collated valid data
DOI: 10.6084/m9.figshare.13070486
title: Analyzed Data: Exploring the Perception of Control within Recidivism Paradigms: Foundations for Early Intervention

description: Logarithmic and Cube Root Transformations were performed on 2 data columns. All other data is in its original raw form. Data corresponds to "Exploring the Perception of Control within Recidivism Paradigms: Foundations for Early Intervention." The Excel file also contains explanatory sheets for coding keys.
DOI: 10.6084/m9.figshare.13070486.v2
title: Analyzed Data: Exploring the Perception of Control within Recidivism Paradigms: Foundations for Early Intervention

description: Logarithmic and Cube Root Transformations were performed on 2 data columns. All other data is in its original raw form. Data corresponds to "Exploring the Perception of Control within Recidivism Paradigms: Foundations for Early Intervention." The Excel file also contains explanatory sheets for coding keys.
DOI: 10.6084/m9.figshare.13070486.v1
title: Analyzed Data: Exploring Locus of Control in Offender Cognition and Recidivism Paradigms

description: Logarithmic and Cube Root Transformations were performed on 2 data columns. All other data is in its original raw form. Data corresponds to "Exploring Locus of Control in Offender Cognition and Recidivism Paradigms." The Excel file also contains explanatory sheets for coding keys.
DOI: 10.5281/zenodo.4022854
title: Implementation of ATP and Microbial Indicator Testing for Hygiene Monitoring in a Tofu Production Facility Improves Product Quality and Hygienic Conditions of Food Contact Surfaces: A Case Study

description: This is the code and associated data that was used to generate conclusions for the following manuscript published in Applied and Environmental Microbiology: DOI: 10.1128/AEM.02278-20 Implementation of ATP and Microbial Indicator Testing for Hygiene Monitoring in a Tofu Production Facility Improves Product Quality and Hygienic Conditions of Food Contact Surfaces: A Case Study Authors: Jonathan H. Sogin(a), Gabriela Lopez Velasco(b), Burcu Yordem(b), Cari K. Lingle(b), John M. David(b), Mario Cobo(a), Randy W. Worobo(a) (a)Department of Food Science, Cornell University, Ithaca, NY, USA (b)3M Company, St. Paul, MN, USA Address correspondence to Jonathan H. Sogin, jhs397@cornell.edu
description: Changes were made to the V1 R script to document editorial changes to figures to comply with publication requirements and polish mismatched fonts. 1. Font change of Figure 2 labels 'Phase 1', 'Phase 2', and 'Phase 3' to a serif-style font 2. Figure 3 legend, '(LAB)' added to clarify lactic acid bacteria in figure 3. Figures 4 and 5, removal of phase 1 and 3 legend, as information is already conveyed on X axis 4. Figures 4 and 5, clarification of log CFU/g to log[10] CFU/g 5. Addition of a figure export section that documents the size and resolution of publication-quality figures exported from R.
DOI: 10.5281/zenodo.4465238
title: Dataset

description: dsfsd
DOI: 10.5281/zenodo.4465237
title: Dataset

description: dsfsd
DOI: 10.6084/m9.figshare.13641094.v1
title: Low-pass sequencing increases the power of GWAS and decreases measurement error of polygenic risk scores compared to genotyping arrays -- Illumina GSA genotype calls (batch 2)

description: Dataset accompanying the manuscript entitled "Low-pass sequencing increases the power of GWAS and decreases measurement error of polygenic risk scores compared to genotyping arrays". As part of Experiment E in this manuscript, we assayed 120 cell lines using the Illumina GSA v3.0 in triplicate. This dataset comprises VCFs containing variant calls from the second batch of replicates (out of three) of these assayed cell lines. The other two batches comprising the other two replicates of all these individuals can also be found on figshare.
DOI: 10.5281/zenodo.4465442
title: PySStuBs: Single-Statement Bugs in Popular Open-Source Python Projects

description: A dataset with 138,653 single-statement bugs (also known as simple stupid bugs, or SStuBs) matching 23 different patterns collected from 1,000 popular open-source python projects on GitHub.
DOI: 10.6084/m9.figshare.13641260
title: RECKONING WITH FORCE AND RACE, MAPS AND PLOTS OF OPEN DATA IN DALLAS

description: One each set of datafiles formatted in .csv and in ESRI shape file together with one metadata document.
DOI: 10.6084/m9.figshare.13641260.v1
title: RECKONING WITH FORCE AND RACE, MAPS AND PLOTS OF OPEN DATA IN DALLAS

description: One each set of datafiles formatted in .csv and in ESRI shape file together with one metadata document.
DOI: 10.3886/e105780v1-73740
title: ASRS Validity

description: Criterion validity of the Autism Spectrum Rating Scales
DOI: 10.3886/e100456
title: Petition, Signature, and Response Data from "We the People"

description: On September 22, 2011, the White House launched "We the People" (petitions.whitehouse.gov), a site where people could create and sign petitions asking the president and his administration to do (or not do) various things. During the Obama administration, petitions that received over a certain number of signatures generally received a response from the White House. The Obama administration released bulk SQL dumps of the petition, signature, and response data periodically (generally quarterly). Three of those bulk SQL dumps are archived here.<br><br>The site remained live under the Trump administration, although the SQL dumps were no longer released. A project at Grinnell College collected data from the "We the People" API nightly and loaded it into a searchable online database (https://dasil.sites.grinnell.edu/political-science/we-the-people-data-explorer/). A bulk SQL dump of that database is also archived here. It contains essentially all petition, signature, and response data from the site's launch until it was discontinued by the Biden administration on January 20, 2021. Some data may be missing from the middle of the day on January 20, 2017. The data ends at approximately 1:45am EST on January 20, 2021.<br>Additional information about the data can be found here: https://petitions.trumpwhitehouse.archives.gov/developers/get-code <br><br>
DOI: 10.3886/e100456v3
title: Petition, Signature, and Response Data from "We the People"

description: On September 22, 2011, the White House launched "We the People" (petitions.whitehouse.gov), a site where people could create and sign petitions asking the president and his administration to do (or not do) various things. During the Obama administration, petitions that received over a certain number of signatures generally received a response from the White House. The Obama administration released bulk SQL dumps of the petition, signature, and response data periodically (generally quarterly). Three of those bulk SQL dumps are archived here.<br><br>The site remained live under the Trump administration, although the SQL dumps were no longer released. A project at Grinnell College collected data from the "We the People" API nightly and loaded it into a searchable online database (https://dasil.sites.grinnell.edu/political-science/we-the-people-data-explorer/). A bulk SQL dump of that database is also archived here. It contains essentially all petition, signature, and response data from the site's launch until it was discontinued by the Biden administration on January 20, 2021. Some data may be missing from the middle of the day on January 20, 2017. The data ends at approximately 1:45am EST on January 20, 2021.<br>Additional information about the data can be found here: https://petitions.trumpwhitehouse.archives.gov/developers/get-code <br><br>
DOI: 10.3886/e130825
title: Replication Files for "Kenji or Kenneth: Pearl Harbor and Japanese American Internment"

description: These files contain the replication files for "Kenji and Kenneth: Pearl Harbor and Japanese American Assimilation." This version is as of January, 2021. <br><br>Paper abstract: Do immigrants assimilate in response to an exogenous shock in anti-immigrant sentiment? I investigate this question by examining the Pearl Harbor bombing as a natural experiment. I generate an index for the Americanization of first names from the 1900-1930 censuses and merge this index with records from the universe of Japanese-American internees during WW2. Regression discontinuity in day-of-birth estimates suggest that Japanese Americans born in the days after Pearl Harbor had more Americanized first names relative to internees born in the days before December 7th, 1941. There is no discontinuity in socioeconomic variables, and a within-family analysis yields similar results.<br>
DOI: 10.3886/e130825v1
title: Replication Files for "Kenji or Kenneth: Pearl Harbor and Japanese American Internment"

description: These files contain the replication files for "Kenji and Kenneth: Pearl Harbor and Japanese American Assimilation." This version is as of January, 2021. <br><br>Paper abstract: Do immigrants assimilate in response to an exogenous shock in anti-immigrant sentiment? I investigate this question by examining the Pearl Harbor bombing as a natural experiment. I generate an index for the Americanization of first names from the 1900-1930 censuses and merge this index with records from the universe of Japanese-American internees during WW2. Regression discontinuity in day-of-birth estimates suggest that Japanese Americans born in the days after Pearl Harbor had more Americanized first names relative to internees born in the days before December 7th, 1941. There is no discontinuity in socioeconomic variables, and a within-family analysis yields similar results.<br>
DOI: 10.3886/e119446v51
title: COVID-19 US State Policy Database

description: For questions or comments about the database please contact:<br>Alexandra Skinner <br>skinnera@bu.edu <br>Research Fellow & Database Manager<br>Department of Health Law, Policy & Management <br>Boston University School of Public Health<br><br>Database of state policies on closures, shelter-in-place orders, housing protections, changes to Medicaid and SNAP, physical distancing closures, reopening, and more created by researchers at the Boston University School of Public Health. Policies included are state-wide directives or mandates, not guidance or recommendations. In order for a policy to be included, it must apply to the entire state. We are working quickly to go through state government websites to make the policy database as complete and accurate as possible in a rapidly changing policy context. If you use data on a given policy, we encourage you to triangulate based on additional sources of policy data and to review the source documentation to consider the coding decisions that are right for your work. Of course, please email us if you note a discrepancy so we can improve the database for everyone. State policy source documentation can be found at: tinyurl.com/statepolicysources.
description: other; Contributors: Megan Cole Brahim, Noa Krawczyk, Carolyn Hoffman, Claire Corkish, Elizabeth Ferrara, Elizabeth Long, Emily Baroni, Faith Contador, Hannah Simon, Morgan Simko, Rachel Scheckman, Sarah Brewer, Sue Kulkarni, Felicia Heykoop, Manish Patel, Aishwarya Vidyasagaran, Andrew Chiao, Cara Safon, Samantha Burkhart, Harry Jung, Victor Lee, Marina MacKinnon, Aarohi Rede, Marie Vearling, Sophie Li, Christina Wang, Tim Levengood, María Jordán P. Emma Chistolini
description: State policies. Smallest Geographic Unit: State
DOI: 10.3886/e120284
title: A Double-Slit Experiment with Human Subjects

description: We study a sequence of “double-slit” experiments designed to perform repeated measurements of an attribute in a large pool of subjects using Amazon’s Mechanical Turk. Our findings contrast the prescriptions of decision theory in novel and interesting ways. The response to an identical sequel measurement of the same attribute can be at significant variance with the initial measurement. Furthermore, the response to the sequel measurement depends on whether the initial measurement has taken place. In the absence of the initial measurement, the sequel measurement reveals additional variability, leading to a multimodal frequency distribution reminiscent of an interference pattern, which is largely absent if the first measurement has taken place. <br>
DOI: 10.3886/e120284v4
title: A Double-Slit Experiment with Human Subjects

description: We study a sequence of “double-slit” experiments designed to perform repeated measurements of an attribute in a large pool of subjects using Amazon’s Mechanical Turk. Our findings contrast the prescriptions of decision theory in novel and interesting ways. The response to an identical sequel measurement of the same attribute can be at significant variance with the initial measurement. Furthermore, the response to the sequel measurement depends on whether the initial measurement has taken place. In the absence of the initial measurement, the sequel measurement reveals additional variability, leading to a multimodal frequency distribution reminiscent of an interference pattern, which is largely absent if the first measurement has taken place. <br>
DOI: 10.6084/m9.figshare.13641266.v1
title: Galapagos hypersaline lagoon contigs

description: Bacterial contigs from a hypersaline lagoon in the Galapagos Islands. The contigs contain horizontally transferred genes that have high numbers of TXT motifs.
DOI: 10.6084/m9.figshare.13641266
title: Galapagos hypersaline lagoon contigs

description: Bacterial contigs from a hypersaline lagoon in the Galapagos Islands. The contigs contain horizontally transferred genes that have high numbers of TXT motifs.
DOI: 10.6084/m9.figshare.13641287
title: Ribosomal protein database of Clostridium perfringens B str. ATCC 3626

description: This work presents the ribosomal protein database of <i>Clostridium perfringens </i>B str. ATCC 3626<i>. </i>Original data for the work came from the annotated proteome data of the bacterium downloaded from UniProt. Using an in-house MATLAB ribosomal protein database analysis software, the original proteome data file was parsed to extract protein name and amino acid sequence of all ribosomal proteins in the species. The database also includes calculated variables such as number of residues, molecular weight, and nucleotide sequence. Overall, the presented database could serve as a ribosomal protein mass fingerprint for use in microbial identification, or it could be used in fundamental studies seeking to uncover new insights into ribosomal protein biology.
DOI: 10.6084/m9.figshare.13641287.v1
title: Ribosomal protein database of Clostridium perfringens B str. ATCC 3626

description: This work presents the ribosomal protein database of <i>Clostridium perfringens </i>B str. ATCC 3626<i>. </i>Original data for the work came from the annotated proteome data of the bacterium downloaded from UniProt. Using an in-house MATLAB ribosomal protein database analysis software, the original proteome data file was parsed to extract protein name and amino acid sequence of all ribosomal proteins in the species. The database also includes calculated variables such as number of residues, molecular weight, and nucleotide sequence. Overall, the presented database could serve as a ribosomal protein mass fingerprint for use in microbial identification, or it could be used in fundamental studies seeking to uncover new insights into ribosomal protein biology.
DOI: 10.6084/m9.figshare.13641254
title: Landsat tiles of Greenest Pixels in MATOPIBA region part1

description: This zip file has the first part of Geotiff images from Landsat 8 used to characterize the behavior of vegetation in the MATOPIBA region throw maximum response of vegetation (Greenest Pixel) measured using NDVI index.
DOI: 10.6084/m9.figshare.13641254.v1
title: Landsat tiles of Greenest Pixels in MATOPIBA region part1

description: This zip file has the first part of Geotiff images from Landsat 8 used to characterize the behavior of vegetation in the MATOPIBA region throw maximum response of vegetation (Greenest Pixel) measured using NDVI index.
DOI: 10.6073/pasta/ebd78e58c3f072f81a072ff69dfb10a3
title: Fish and crayfish density and count data for Peeks Creek, Macon County, NC, USA 2005-2019, following a catastrophic debris flow

description: We followed the process of recovery of the fish and crayfish assemblage in Peeks Creek, a high-gradient second order stream in the Little Tennessee River watershed of North Carolina after a debris flow devastated the channel and its riparian zone. After 10 years, the fish assemblage had recovered, and the channel and riparian zone had stabilized. Rainbow Trout Oncorhynchus mykiss, Longnose Dace Rhinichthys cataractae, and Mottled Sculpin Cottus bairdii were the major components of the fish assemblage. Rainbow Trout was the only species to appear in year 1 after the debris flow. Longnose Dace appeared in year 3. Mottled Sculpin did not become established until year 6 and it wasn’t until year 9 that sculpins constituted a major component of the fish assemblage. Appalachian Brook Crayfish Cambarus bartonii numbers recovered quickly, though only one individual was found the year following the debris flow.
DOI: 10.6084/m9.figshare.13641155
title: Landsat tiles of Greenest Pixels in MATOPIBA region part3

description: This zip file has the final part of Geotiff images from Landsat 8 used to characterize the behavior of vegetation in the MATOPIBA region throw maximum response of vegetation (Greenest Pixel) measured using NDVI index.
DOI: 10.6084/m9.figshare.13641155.v2
title: Landsat tiles of Greenest Pixels in MATOPIBA region part3

description: This zip file has the final part of Geotiff images from Landsat 8 used to characterize the behavior of vegetation in the MATOPIBA region throw maximum response of vegetation (Greenest Pixel) measured using NDVI index.
DOI: 10.6084/m9.figshare.13641155.v1
title: Landsat tiles of Greenest Pixels in MATOPIBA region part2

description: This zip file has the final part of Geotiff images from Landsat 8 used to characterize the behavior of vegetation in the MATOPIBA region throw maximum response of vegetation (Greenest Pixel) measured using NDVI index.