cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17652905
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: 10.15468/dl.9mp6m4
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-111.04579 29.05713,-110.96626 29.05713,-110.96626 29.09196,-111.04579 29.09196,-111.04579 29.05713))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (CR, EN)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045827-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.guy6uj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "Country is Germany",
 "HasCoordinate is true",
 "Year is greater than 1950",
 "BasisOfRecord is Human Observation",
 "EstablishmentMeans is NATIVE"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045826-251025141854904/datasets/export for details.
DOI: 10.15468/dl.c86pzd
title: Occurrence Download

description: A dataset containing 33294984 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 33294984 records from 4518 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045796-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jb7dyn
title: Occurrence Download

description: A dataset containing 63774 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Oncorhynchus gorbuscha (Walbaum, 1792)"
 ]
}

 The dataset includes 63774 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012523-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.79ftaa
title: Occurrence Download

description: A dataset containing 53383796 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Asterales"
 ]
}

 The dataset includes 53383796 records from 9478 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012521-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/fpqdnb
title: Senate Unpassed Legislation 1839, Docket 10525, SC1/series 231, Petition of Jairus Lincoln

description: &lt;p&gt;Petition subject: To abolish slavery in Washington D.C. and pass several resolutions against slavery &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:11857862"&gt;http://nrs.harvard.edu/urn-3:FHCL:11857862&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: Hingham &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: Thomas Loring, Hingham &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Jairus Lincoln&lt;/li&gt;&lt;li&gt;Increase S. Smith&lt;/li&gt;&lt;li&gt;David H. Abbott&lt;/li&gt;&lt;li&gt;John Norton&lt;/li&gt;&lt;li&gt;William Cushing&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Total signatures: 48 &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 48 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: inhabitants &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;: Printed &lt;/p&gt; &lt;p&gt;Additional non-petition or unrelated documents available at archive: no additional documents &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: Senate Unpassed 1839, Docket 10525 &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;
DOI: 10.7910/dvn/cr99l
title: Senate Unpassed Legislation 1843, Docket 11312, SC1/series 231, Petition of Stephen Pope

description: &lt;p&gt;Petition subject: Abolition of capital punishment &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:13481641"&gt;http://nrs.harvard.edu/urn-3:FHCL:13481641&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: Marlborough &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: Thomas J. Greenwood, Middlesex; committee on the subject &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Stephen Pope&lt;/li&gt;&lt;li&gt;Charles Brigham&lt;/li&gt;&lt;li&gt;Rufus Stratton&lt;/li&gt;&lt;li&gt;Luther Nourse&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1843-01-28,1843-01-30 &lt;/p&gt; &lt;p&gt;Legislative action: Received in the Senate on January 28, 1843 and referred to the committee on the subject and sent for concurrence and received in the House on January 30, 1843 and concurred &lt;/p&gt; &lt;p&gt;Total signatures: 38 &lt;/p&gt; &lt;p&gt;Legislative action summary: Received, referred, sent, received, concurred &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 38 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: inhabitants, ["others"] &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;: Printed &lt;/p&gt; &lt;p&gt;Additional non-petition or unrelated documents available at archive: no additional documents &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: Senate Unpassed 1843, Docket 11312 &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;
DOI: 10.7910/dvn/kk3fm
title: House Unpassed Legislation 1850, Docket 2525, SC1/series 230, Petition of Moses Black Jr.

description: &lt;p&gt;Petition subject: Abolition of capital punishment &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:13481551"&gt;http://nrs.harvard.edu/urn-3:FHCL:13481551&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: 1850-01-26 &lt;/p&gt; &lt;p&gt;Petition location: Danvers &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: John Hines, Danvers &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Moses Black Jr.&lt;/li&gt;&lt;li&gt;Nathan Page&lt;/li&gt;&lt;li&gt;William Bead&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1850-02-15 &lt;/p&gt; &lt;p&gt;Legislative action: Received in the House on February 15, 1850 and tabeled &lt;/p&gt; &lt;p&gt;Total signatures: 26 &lt;/p&gt; &lt;p&gt;Legislative action summary: Received, tabeled &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 26 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: citizens &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;Additional non-petition or unrelated documents available at archive: no additional documents &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: House Unpassed 1850, Docket 2525 &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;
DOI: 10.7910/dvn/clzue
title: Senate Unpassed Legislation 1860, leave to withdraw, SC1/series 231, Petition of E.N. Paine

description: &lt;p&gt;Petition subject: Against slave hunting &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:11858741"&gt;http://nrs.harvard.edu/urn-3:FHCL:11858741&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: Blackstone &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: John G. Ray, Blackstone; committee on federal relations &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;E.N. Paine&lt;/li&gt;&lt;li&gt;Moses Kelly&lt;/li&gt;&lt;li&gt;Auretta M. Aldrich&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1860-01-25,1860-01-26 &lt;/p&gt; &lt;p&gt;Legislative action: Received in the House on January 25, 1860 and referred to the committee on federal relations and sent for concurrence and received in the Senate on January 26, 1860 and concurred &lt;/p&gt; &lt;p&gt;Total signatures: 117 &lt;/p&gt; &lt;p&gt;Legislative action summary: Received, referred, sent, received, concurred &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 47 &lt;/p&gt; &lt;p&gt;Female signatures: 55 &lt;/p&gt; &lt;p&gt;Other male signatures: 11 &lt;/p&gt; &lt;p&gt;Unidentified signatures: 4 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: citizens, legal voters, other adults, [females], [other males], ["others"] &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;: Printed &lt;/p&gt; &lt;p&gt;Signatory column format: column separated &lt;/p&gt; &lt;p&gt;Additional non-petition or unrelated documents available at archive: no additional documents &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: Senate Unpassed 1860, leave to withdraw &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;
DOI: 10.7910/dvn/cpw4g9
title: Wright Casebook Edited; Docketed Case: 23,408
DOI: 10.7910/dvn/cqheqf
title: Replication Data for: Discrimination due to sexual orientation and associated factors among men who have sex with men in 12 Brazilian cities: a respondent-driven sampling survey

description: Background
Discrimination due to sexual orientation (DDSO) has an important association with health outcomes among men who have sex with men (MSM). This study aimed to analyse factors associated with DDSO among MSM in 12 Brazilian cities.
Methods
A cross-sectional study with 4,176 MSM participants recruited in 2016 through respondent-driven sampling in 12 Brazilian cities. In this analysis, ordinal logistic regression was used to assess associations with previously identified levels of DDSO, which were based on latent class analysis (LCA) on 13 variables from the discrimination section of the questionnaire. Weighted odds ratios and their respective 95% confidence interval were estimated using Gile estimator. 
Results
Most participants were young, single, had a religious affiliation, education levels equal or greater than high or further education, were black or mixed race and had an average socio-economic status. More than half reported DDSO in the previous 12 months (65%). DDSO was then classified into 4 latent classes. We observed an independent association among the four latent classes of DDSO (very high, high, average or low) and the following variables: age&lt; 25 years old, white race, episode of sexual or physical violence, revealing to a father his sexual orientation as MSM, experienced suicidal ideation in the previous two weeks and had taken illicit drugs in the last 6 months. 
Conclusion
We observed that sociodemographic characteristics, previous violence experiences, family knowledge about sexual orientation and mental health issues were associated with DDSO. Monitoring DDSO throws into sharp relief our broad social, political, and moral failings. These results should be used for the purposes of surveillance and protection for the human rights. 
Key words
Sexual and Gender Minorities. Men who have sex with men. Social Discrimination. Latent Class Analysis. Brazil
DOI: 10.7910/dvn/crgvhj
title: Wright Casebook Edited; Docketed Case: 17,350
DOI: 10.7910/dvn/knfcbj
title: Replication Data for SPARK: Parent and Child Perspectives on Perceived Barriers to Child Sun Protection

description: Children with a family history of melanoma and their parents completed questionnaires assessing perceived barriers and reported child use of sun protection. This data was used to asses demographic information, child sun protection and risk behaviors, child sunburn occurrence, and barriers to child sun protection.
DOI: 10.7910/dvn/lopo9l
title: Replication Data for: Does Armed Conflict Reduce Foreign Direct Investment in the Petroleum Sector

description: Existing studies argue that armed conflict reduces foreign direct investment (FDI) or, following rational expectations theory, should not affect FDI. In this paper, I offer a new theory on how armed conflict affects FDI, which encompasses the interaction between political risk and market conditions and provides a systematic explanation for investors’ divergent responses including an opportunistic behavior. To do so, I present a formal model focusing on a commodity's price, which is a key to investors’ profits and is also influenced by political risk. The model demonstrates that investors do not necessarily reduce FDI against political risk if armed conflict is expected to increase profit by increasing commodity prices, ceteris paribus. Statistical analysis of 50 countries that received FDI in the petroleum sector from 1980 to 2006 reveals that armed conflict (intrastate and interstate) reduces FDI in petroleum. However, it also shows that the effect of armed conflict on FDI in petroleum varies depending on oil prices. Consistent with the predictions, I find that investors do not decrease investment as oil prices get higher. An additional analysis on US FDI in petroleum from 1982 to 2006 also confirms the finding. This insight adds a new dimension to a current debate about the relationship between conflict and FDI.
DOI: 10.7910/dvn/6mfps
title: Massachusetts Archives Collection. v.41-Judicial, 1725-1742. SC1/series 45X, Petition of Nathaniel Cunningham

description: &lt;p&gt;Petition subject: Court cases &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:13909018"&gt;http://nrs.harvard.edu/urn-3:FHCL:13909018&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: 1740-08-20 &lt;/p&gt; &lt;p&gt;Petition location: Boston &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Nathaniel Cunningham&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1740-09-09,1740-09-09,1740-11-28,1740-11-28 &lt;/p&gt; &lt;p&gt;Legislative action: Received in the House on September 9, 1740 and read and ordered and sent for concurrence and received in the Council on September 9, 1740 and read and concurred and received in the Council on November 28, 1740 and read again and ordered and sent for concurrence and received in the House on November 28, 1740 and read and concurred &lt;/p&gt; &lt;p&gt;Total signatures: 1 &lt;/p&gt; &lt;p&gt;Legislative action summary: Received, read, ordered, sent, received, read, concurred, received, read, ordered, sent, received, read, concurred &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;Identifications of signatories: Boston merchant &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;Additional archivist notes: Nathaniel Cunningham, George Hewes, Robert Hewes, Cato, Nero, Quagno, Scipio, Honorable Justice Sewall, [additional documents in volumes] &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: Massachusetts Archives volume 41, pages 562-564 &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;
DOI: 10.7910/dvn/qhq7vn
title: CPS/Development-in-Practice Participatory Budgeting Data

description: This is the data for articles in Comparative Political Studies and Development-in-Practice
DOI: 10.7910/dvn/vrv8kq
title: Lijphart Elections Archive: Lijphart Country Catalog: India

description: The Lijphart Elections Archive is a static research collection of district level election results for approximately 350 national legislative elections in 26 countries that was maintained through 2003.
&lt;br /&gt;&lt;br /&gt;  When Arend Lijphart began his comparative study of electoral systems in the early 1980s, he discovered that no library anywhere in the world had a collection of the detailed statistics of national elections in democratic countries -- although such statistics were being collected by many government and non-government agencies and, at least in principle, obtainable from these agencies. This was the origin of the Elections Archive in the University Library of the University of Calif
ornia, San Diego. The objective of the Archive is to systematically collect election statistics in as much detail as possible, including, as a minimum, the results at the level of the individual election districts in which votes are converted into seats.
&lt;br /&gt;&lt;br /&gt; The original scope of the Archive was the national election results in hard-copy format for the lower or only house of the legislature and for any directly elected upper house in the twenty-seven older democracies from 1945 on (the West European democracies plus the United States, Canada, Costa Rica, India, Israel, Japan, Australia, and New Zealand). The scope has expanded in several directions: more countries, a longer time span, sub-national as well as national elections, and d
ata in machine-readable format. &lt;br /&gt;&lt;br /&gt;  Arend Lijphart is Research Professor Emeritus of Political Science at the University of California, San Diego. He is the author of Electoral Systems and Party Systems: A Comparative Study of Twenty-Seven Democracies, 1945-1990 (Oxford: Oxford University Press, 1994) and many articles on elections and electoral systems in Electoral Studies and other journals. The Archive Director is Gary W. Cox, Department of Political Science, University of Califor
nia, San Diego.
description: Subject: STANDARD DEPOSIT TERMS 1.0 Type: DATAPASS:TERMS:STANDARD:1.0 Notes: This study was deposited under the of the Data-PASS standard deposit terms. A copy of the usage agreement is included in the file section of this study.;