cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.c22xzv
title: Occurrence Download

description: A dataset containing 12043947 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Italy",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 12043947 records from 2945 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019882-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7bar36
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Chlorocebus sabaeus (Linnaeus, 1766))",
 "Geometry POLYGON ((27.20222 35.47806, 27.1775 35.60111, 27.21403 35.72138, 27.23082 35.8111, 27.22972 35.82541, 27.21527 35.82625, 27.16 35.79583, 27.15861 35.76944, 27.15861 35.74694, 27.16174 35.72535, 27.12029 35.66694, 27.06694 35.60667, 27.06694 35.59458, 27.12166 35.4286, 27.14222 35.39972, 27.15986 35.44847, 27.20222 35.47806))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009202-250525065834625/datasets/export for details.
DOI: 10.15468/dl.5pdw59
title: Occurrence Download

description: A dataset containing 5880 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((103.96003 -28.10660,157.03997 -28.10660,157.03997 -6.89340,103.96003 -6.89340,103.96003 -28.10660))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Livistona humilis R.Br."
 ]
}

 The dataset includes 5880 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009200-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29189957
title: Figure4_WTy.txt

description: Climate change attribution study.
DOI: 10.6084/m9.figshare.29189957.v1
title: Figure4_WTy.txt

description: Climate change attribution study.
DOI: 10.34740/kaggle/dsv/13794297
title: Mel Spectrogram Images for Audio Classification
DOI: 10.15468/dl.3ajsqv
title: Occurrence Download

description: A dataset containing 11302245 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Brazil",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 11302245 records from 563 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045783-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pqn34g
title: Occurrence Download

description: A dataset containing 2425 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Aipysurus"
 ]
}

 The dataset includes 2425 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045821-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ezq3c8
title: Occurrence Download

description: A dataset containing 8060 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "TaxonKey is Arundo donax"
 ]
}

 The dataset includes 8060 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045823-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17470968
title: Supplementary files for "Unified Kraft Break at ∼ 6500 K: A Newly Identified Single-Star Obliquity Transition Matches the Classical Rotation Break"

description: Supplementary material for "Unified Kraft Break at ∼ 6500 K: A Newly Identified Single-Star Obliquity Transition Matches the Classical Rotation Break", consisting of MESA input namelist files, and a shell script to generack evolutionary tracks shown in Fig. 4 of the paper.
DOI: 10.5281/zenodo.17470967
title: Supplementary files for "Unified Kraft Break at ∼ 6500 K: A Newly Identified Single-Star Obliquity Transition Matches the Classical Rotation Break"

description: Supplementary material for "Unified Kraft Break at ∼ 6500 K: A Newly Identified Single-Star Obliquity Transition Matches the Classical Rotation Break", consisting of MESA input namelist files, and a shell script to generack evolutionary tracks shown in Fig. 4 of the paper.
DOI: 10.5281/zenodo.17641587
title: Modelling the Milky Way's exoplanet population based on cosmological galaxy simulations - data files to reproduce plots

description: Files to reproduce the figures of the paper "Modelling the Milky Way's exoplanet population based on cosmological galaxy simulations", Padois et al. 2025 (https://arxiv.org/abs/2511.14704). Code available at https://github.com/cpadois/glxsimu_to_exoplanets_paper
DOI: 10.5281/zenodo.17641586
title: Modelling the Milky Way's exoplanet population based on cosmological galaxy simulations - data files to reproduce plots

description: Files to reproduce the figures of the paper "Modelling the Milky Way's exoplanet population based on cosmological galaxy simulations", Padois et al. 2025 (https://arxiv.org/abs/2511.14704). Code available at https://github.com/cpadois/glxsimu_to_exoplanets_paper
DOI: 10.5281/zenodo.17652831
title: The Chrono-Fourier AI Dataset: A Chronobiological Immune Time-Series Resource for Spectral Modeling of NLR/PLR/SII During Immune Checkpoint Therapy
title: Chrono-Fourier AI: Chronobiological Immune Time-Series Dataset for ICI Therapy

description: The Chrono-Fourier AI Dataset is the first open-access chronobiological immune time-series dataset derived from real-world clinical data of patients treated with immune checkpoint inhibitors. It contains raw anonymized longitudinal laboratory measurements—including neutrophils, lymphocytes, platelets, and derived immune indices such as NLR, PLR, and SII—collected across sequential treatment cycles under PD-1, PD-L1, and CTLA-4 blockade.

This dataset enables investigation of circadian timing effects, temporal immune dynamics, and immune coherence patterns in relation to therapy administration time (morning vs afternoon), clinical response, toxicity, and survival outcomes. It is specifically structured for Fourier-based spectral modeling and AI-driven time-series analysis, supporting machine learning exploration of rhythm-dependent immunologic behavior.

The dataset is provided in CSV format and adheres to FAIR data principles for reproducibility, transparency, and real-world evidence development. It is compatible with Python, R, MATLAB, and modern deep learning frameworks, and is intended to support translational oncology research and future prospective chronotherapy trial design.
description: This dataset includes multiple CSV files representing raw anonymized laboratory time-series records for individual patients undergoing immune checkpoint inhibitor therapy. Each file contains longitudinal measurements of hematologic parameters such as neutrophils, lymphocytes, platelets, and additional biochemical markers collected at defined clinical sampling dates. These data enable calculation of key immune-inflammatory indices including NLR, PLR, and SII, which can be used for temporal pattern analysis, chronobiological modeling, and Fourier spectral transformation.

The dataset is intended to support development and validation of AI and machine learning models exploring immune system dynamics and circadian-dependent therapeutic outcomes. It provides a foundation for real-world evidence analysis and may serve as a reference resource for chrono-immunotherapy research, immune toxicity prediction, and time-adjusted treatment optimization.

Future versions will include:• Full processed datasets in long-format structure• Cycle-based NLR/PLR/SII calculations• Clinical outcome correlations (ORR / PFS / OS / toxicity)• Timing metadata for morning vs afternoon infusion groups• Fourier spectral analysis output files• Structured README and Data Dictionary documentation
DOI: 10.5281/zenodo.17652815
title: QAPA-based PAU and PPAU Differential Expression Data Supporting 3′UTR Variant Analyses

description: Differential usage was computed at a 10% PAU/PPAU cutoff.
DOI: 10.5281/zenodo.17652816
title: QAPA-based PAU and PPAU Differential Expression Data Supporting 3′UTR Variant Analyses

description: Differential usage was computed at a 10% PAU/PPAU cutoff.
DOI: 10.15468/dl.qmm39p
title: Occurrence Download

description: A dataset containing 50876 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (USA.47_1, USA.49_1, USA.21_1, USA.9_1, USA.8_1, USA.31_1, USA.39_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Strophostyles helvola, Solidago sempervirens, Helianthus debilis, Mitchella repens, Melampyrum lineare, Chimaphila maculata, Stylisma pickeringii, Schizachyrium scoparium, Heterotheca subaxillaris, Chrysopsis mariana, Quercus velutina, Quercus ilicifolia, Epigaea repens, Arctostaphylos uva-ursi, Baptisia tinctoria, Lupinus perennis, Cirsium horridulum, Helianthus petiolaris)"
 ]
}

 The dataset includes 50876 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045800-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17652789
title: TECHTEST data

description: PDF copies of Excel worksheets using TECHTEST at https://www.energy.gov/eere/iedo/techno-economic-energy-carbon-heuristic-tool-early-stage-technologies-techtest-tool
DOI: 10.5281/zenodo.17652788
title: TECHTEST data

description: PDF copies of Excel worksheets using TECHTEST at https://www.energy.gov/eere/iedo/techno-economic-energy-carbon-heuristic-tool-early-stage-technologies-techtest-tool
DOI: 10.15468/dl.utp68t
title: Occurrence Download

description: A dataset containing 155509 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithobates catesbeianus"
 ]
}

 The dataset includes 155509 records from 353 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045741-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p13impqu
title: Concentrations of Per- and Polyfluoroalkyl Substances (PFAS) and Other Chemical Constituents for Groundwater and Surface-Water Samples on Western Cape Cod, Massachusetts, 2014-2019 (ver. 1.1, November 2025)

description: Groundwater, surface water, and associated quality assurance samples were collected downgradient of an abandoned fire training area and wastewater infiltration beds on western Cape Cod, Massachusetts and analyzed for per- and polyfluoroalkyl substances (PFAS) from 2014-2019.  Water-quality properties measured at the time of sample collection include pH, specific conductance, temperature, and dissolved oxygen. Samples were also analyzed for other chemical constituents including major and selected minor inorganic constituents, nutrients, and UV absorbance. Although selected results have been previously published in several data releases, this data release includes the entire suite of field and chemical constituents. PFAS concentration data tables were derived from multiple data sources: Barber and others, 2017; Ruyle and others, 2021; and Tokranov and others, 2021a and 2021b. Other field and chemical data were derived from those sources as well as from Hull and others, 2021 and Repert and others, 2023. PFAS data from different sources were converted to a uniform format. See Related External Resources for listed citations.
DOI: 10.15468/dl.q7dw2u
title: Occurrence Download

description: A dataset containing 13161 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tamarix ramosissima"
 ]
}

 The dataset includes 13161 records from 353 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045824-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pcr7t4
title: Occurrence Download

description: A dataset containing 160445 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Reynoutria japonica",
 "HasCoordinate is true",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2016",
 "DecimalLatitude is greater than or equal to 30",
 "DecimalLatitude is less than or equal to 85",
 "DecimalLongitude is greater than or equal to -15",
 "DecimalLongitude is less than or equal to 75"
 ]
}

 The dataset includes 160445 records from 759 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045792-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28847951
title: Results

description: <b>Single-cell sequencing analysis data of the left ventricle from mice in the chronic stress group and the control group, including differential expression, cell type annotation, pseudotime analysis, CellPhoneDB, and pySCENIC analysis results.</b>
DOI: 10.7910/dvn/axjnnr
title: Replication Data for: Disparity between global drought risk and awareness

description: Replication Data for: Multi-dimensional Analysis of Global Drought Awareness
DOI: 10.7910/dvn/fyx1qy
title: Replication data for: Improving Statistical Inference with Clustered Data

description: Political science data often contain grouped observations, which produces unobserved "cluster effects" in statistical models. Typical solutions include (1) ignoring the impact on coefficients and only adjusting the standard errors of generalized linear models (GLM) or (2) addressing clustering in coefficient estimation while relying on a parametric assumption for the cluster effects and/or a large number of clusters for standard errors. I show that both approaches are problematic for inference. Through simulation I demonstrate that multilevel modeling (MLM) and generalized estimating equations (GEE) produce more efficient coefficients than does GLM. Next, I show that commonly-used MLM and GEE standard error methods can be biased downward, while bootstrapping by resampling clusters (BCSE) performs better, even with a misspecified error distribution and/or few clusters. I recommend the use of MLM or GEE to estimate coefficients and BCSE to estimate uncertainty, and show that this approach can produce divergent conclusions in applied research.
DOI: 10.7910/dvn/ktdkht
title: Wright Casebook Edited; Docketed Case: 71-1890
DOI: 10.7910/dvn/i65ths
title: Petition of Benjamin Ashley

description: &lt;p&gt;Petition subject: Education &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:28548071"&gt;http://nrs.harvard.edu/urn-3:FHCL:28548071&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: 1752-12-21 &lt;/p&gt; &lt;p&gt;Petition location: Boston &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Benjamin Ashley&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1752-12-22 &lt;/p&gt; &lt;p&gt;Legislative action: Not sustained on December 22, 1752 &lt;/p&gt; &lt;p&gt;Total signatures: 1 &lt;/p&gt; &lt;p&gt;Legislative action summary: Not sustained &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 1 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Prayer format was &lt;a href="http://en.wikipedia.org/wiki/Printing"&gt;printed&lt;/a&gt; vs. &lt;a href="http://en.wikipedia.org/wiki/Manuscript"&gt;manuscript&lt;/a&gt;: Manuscript &lt;/p&gt; &lt;p&gt;Native American tribe: Stockbridge-Munsee &lt;/p&gt; &lt;p&gt;Acknowledgements: Supported by the National Endowment for the Humanities (PW-5105612), Massachusetts Archives of the Commonwealth, Radcliffe Institute for Advanced Study at Harvard University, Center for American Political Studies at Harvard University, Institutional Development Initiative at Harvard University, and Harvard University Library.&lt;/p&gt; &lt;p&gt;Additional archivist notes: accounts, supplies, free boarding school at Stockbridge, Rebecca Kellogg Ashley, Boston, schools, education, Mohawk, Six Nations, Spencer Phipps, [note: an account from December 27, 1752 was granted by the General Court in Resolves 1752-1753, chapter 135], [additional documents in volumes, see page 266] &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: Massachusetts Archives volume 32, page 322 &lt;/p&gt;
DOI: 10.7910/dvn/vosexq
title: Replication data for: Model-based Clustering and Typologies in the Social Sciences

description: Volume 20, Issue 1
DOI: 10.7910/dvn/kcay0b
title: Replication Data for: A WOLF IN SHEEP'S CLOTHING: CITIZEN UNCERTAINTY AND DEMOCRATIC BACKSLIDING

description: This folder contains the code and data to replicate “A Wolf in Sheep’s Clothing: Citizen Uncertainty and Democratic Backsliding” by Caterina Chiopris, Monika Nalepa, and Georg Vanberg. The following describes each file in the folder.

main_text.R: R code to replicate Tables 4 and 5 of the main text, as well as Figures 6 and 7. 
Note that Figures 1-5 illustrate either assumptions of the formal model, or provide graphical intuition of its results. Table 1 summarizes information provided in the main text. Tables 2 and 3 report the phrasing of the survey experiment. 

appendix.R: R code to replicate Tables 1-6 and Figures 1-4 of the online appendix. Table 7 reports the phrasing of the survey experiment.

save_log.R: R code to save the logs of main_text.R and appendix.R. It is sufficient to run this code, and both codes will be executed.

data.csv: data from the CBOS survey experiment

codebook.pdf: description of the variables in "data.csv"

"output", "output/appendix", and "logs" are empty folders where the figures, tables, and logs will be stored when running the code(s).

Operation system: Mac. Software version: R 4.3.3
description: Important: create a folder "logs" and a folder "output" so there is a location to store the figures and tables produced by the .rmd.

Per, readme.txt: "output", "output/appendix", and "logs" are empty folders where the figures, tables, and logs will be stored when running the code(s). They have not been uploaded because folders cannot be uploaded but have to be created by the replicator.
DOI: 10.7910/dvn/pjejoj
title: Wright Casebook Edited; Docketed Case: 19,077
DOI: 10.7910/dvn/4vfeyr
title: Effects of Water Drinking Test on Ocular Blood Flow Waveform Parameters: A Laser Speckle Flowgraphy Study

description: PONE-D-16-11516R6 
Effects of Water Drinking Test on Ocular Blood Flow Waveform Parameters: A Laser Speckle Flowgraphy Study
DOI: 10.7910/dvn/iik2k6
title: ITT Data

description: Figure 4A-B
DOI: 10.7910/dvn/vnwprv
title: Replication Data for: The good, the bad and the ugly: do attractive politicians get a 'break' when they are involved in scandals?

description: Replication files for Replication Data for: The good, the bad and the ugly: do attractive politicians get a 'break' when they are involved in scandals?
DOI: 10.7910/dvn/iivfzs
title: California Poll: 5701 -- February 2-8, 1957

description: The Field Poll, established in 1945 as The California Poll by Mervin Field, has operated continuously as an independent, non-partisan, media-sponsored public opinion news service. Each year the Field Polls cover a wide range of political and social topics examining California public opinion. Continuing measures are made of voter support for leading political figures vying for major state and federal offices, job ratings of important political figures and reactions to significant political events. Voter awareness, understanding and predispositions of major campaign issues and salient statewide ballot propositions are also tracked over time. For poll 5701 N=675.
description: Subject: STANDARD DEPOSIT TERMS 1.0 Type: DATAPASS:TERMS:STANDARD:1.0 Notes: The UCLA Social Science Data Archive (“the Archive”) gives permission and any required licenses to Data-PASS to make the Content available for archiving, preservation and access (with permission of the Archive), within the Data Preservation Alliance for the Social Sciences ("Data-PASS") in accordance with the Data-PASS terms (the "Terms") of use (available from: http://www.icpsr.org/Data-PASS). Including permission to: (a) redisseminate copies of the Data Collection in a variety of distribution formats only according to the standard terms of use of the Archive; (b) promote and advertise the Data Collection in any publicity (in any form) for Data-PASS and the Archive; (c) describe, catalog, validate and document the Content; (d) store, translate, copy or re-format the Data Collection in any way to ensure its future preservation and accessibility, improve usability and/or protect respondent confidentiality; (e) incorporate metadata (cataloging information) or documentation regarding this study into public access catalogues. The Archive represents and warrants that the Content conforms to all Terms and that the Archive is lawfully entitled and has full authority to license Data-Pass to use the Materials in the ways described in the Terms.;
DOI: 10.7910/dvn/6fjjm8
title: Substance Abuse Legislation Database
title: National Conference of State Legislatures (NCSL)

description: Users can search and download legislation related to substance abuse. Topics include: adult
services, children and adolescent services, community-based services, infants services, women’s services, underage drinking, sentencing reform, and TANF.
&lt;p&gt;&lt;b&gt;Background&lt;/b&gt;&lt;/p&gt;The Substance Abuse Legislation Database is maintained by the National Conference of State Legislatures. This database allows users to track legislation related to substance abuse. Topics include, but are not limited to: adult substance abuse services, children and adolescent substance abuse services, community-based substance abuse services, underage drinking, sentencing reform, and Temporary Assistance to Needy Families (TANF). &lt;p&gt;&lt;b&gt;User Functionality&lt;/b&gt;&lt;/p&gt;Users
can search state substance abuse legislation by topic, keyword, year, bill number, or bill type. Users can download legislation as a PDF file.
&lt;p&gt;&lt;b&gt;Data Notes&lt;/b&gt;&lt;/p&gt; At present, legislation information is available for the 2004 to 2011 legislative sessions and is available on a state level. The website is updated on a regular basis.
DOI: 10.7910/dvn/6alxqz
title: Wright Casebook Edited; Docketed Case: 72-2103
DOI: 10.7910/dvn/djrom5
title: Replication Code for: Venkataramani, et al "Health Consequences of the US Deferred Action for Childhood Arrivals (DACA) Program"

description: This file contains replication code for our paper, "Health consequences of the US Deferred Action for Childhood Arrivals (DACA) immigration programme: a quasi-experimental study"in Lancet PH. Full text and citation here: http://www.thelancet.com/journals/lanpub/article/PIIS2468-2667(17)30047-6/abstract
description: Stata, 14
description: File calls data extract from IPUMS NHIS (https://ihis.ipums.org/ihis/). Do files provide instructions on how to obtain/extract these data (publicly available with user name and ID).