cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.xa2tpq
title: Occurrence Download

description: A dataset containing 223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Panthera onca (Linnaeus, 1758)"
 ]
}

 The dataset includes 223 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071853-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr07253.v1
title: Florida Primary Study, 1972
title: Version 1

description: Respondents to this study filled out questionnaires as they
 left polling places during the 1972 primary elections in
 Florida. Questions dealt with respondents' votes in the Republican and
 Democratic primaries, their ratings of President Richard Nixon, their
 opinions on several state and national issues, and demographic
 information such as age, race, sex, education, religion, and family
income.
description: Volunteer sample (self-selected).
description: Datasets: 
DS1: Florida Primary Study, 1972
description: Florida voters in the 1972 primary elections.
description: The codebook is provided by ICPSR as a Portable Document Format (PDF) file. The PDF file format was developed by Adobe Systems Incorporated and can be accessed using PDF reader software, such as Adobe Acrobat Reader. Information on how to obtain a copy of the Acrobat Reader is provided on the ICPSR Web site.
DOI: 10.5281/zenodo.15755578
title: Mental Well-Being & Academic Performance Across Indonesian Students

description: This is the dataset of our research (sentiment analysis are excluded as it is very biased)
DOI: 10.5281/zenodo.15755579
title: Mental Well-Being & Academic Performance Across Indonesian Students

description: This is the dataset of our research (sentiment analysis are excluded as it is very biased)
DOI: 10.3886/icpsr07253
title: Florida Primary Study, 1972
title: Archival Version

description: Respondents to this study filled out questionnaires as they
 left polling places during the 1972 primary elections in
 Florida. Questions dealt with respondents' votes in the Republican and
 Democratic primaries, their ratings of President Richard Nixon, their
 opinions on several state and national issues, and demographic
 information such as age, race, sex, education, religion, and family
income.
description: Volunteer sample (self-selected).
description: Datasets: 
DS1: Florida Primary Study, 1972
description: Florida voters in the 1972 primary elections.
description: The codebook is provided by ICPSR as a Portable Document Format (PDF) file. The PDF file format was developed by Adobe Systems Incorporated and can be accessed using PDF reader software, such as Adobe Acrobat Reader. Information on how to obtain a copy of the Acrobat Reader is provided on the ICPSR Web site.
DOI: 10.15468/dl.mncyxe
title: Occurrence Download

description: A dataset listing the 116 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((32.65503 -3.65365,32.50952 -3.67472,32.4524 -3.85152,32.54352 -4.00179,32.78558 -4.02287,32.8835 -3.83588,32.81142 -3.7128,32.65503 -3.65365))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 116 records were derived from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071852-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ds4pw4
title: Occurrence Download

description: A dataset containing 177 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Emberiza schoeniclus (Linnaeus, 1758)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 177 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071855-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr06824.v2
title: National Hospital Ambulatory Medical Care Survey, 1994
title: Version 2

description: The National Hospital Ambulatory Medical Care Survey
 (NHAMCS) was inaugurated in 1992 to fill a gap in data about
 ambulatory medical care in the United States. Although the National
 Ambulatory Medical Care Survey (NAMCS) collects annual data on patient
 visits to physician offices, it excludes the hospital emergency room
 and outpatient department visits that make up a large part of the
 total ambulatory care received each year. The 1994 NHAMCS provides
 data from samples of patient records selected from emergency
 departments (EDs) and outpatient departments (OPDs) of a national
 sample of hospitals. The resulting national estimates describe the use
 of hospital ambulatory medical care services in the United States.
 For the 1994 survey, data were collected from 260 OPDs and 418
 EDs. Among the variables included are age, race, and sex of the
 patient, reason for the visit, physician's diagnoses, cause of injury
 (ED only), surgical procedures (OPD only), medication therapy, and
expected source of payment.
description: The NHAMCS used a four-stage probability design with
 samples of PSUs, hospitals within PSUs, clinics within hospitals, and
patient visits within clinics.
description: Datasets: 
DS0: Study-Level Files
DS1: Emergency Department Data
DS2: Outpatient Department Data
description: Visits to the emergency and outpatient departments of
 noninstitutional general and short-stay hospitals within the 50 states
 and the District of Columbia that had an average length of stay of
 less than 30 days, or hospitals whose specialty was general (medical
 or surgical) or children's general. Excluded were federal hospitals,
 hospital units within institutions, and hospitals with less than six
beds staffed for patient use.
description: Per agreement with NCHS, ICPSR distributes the data
 file(s) and technical documentation in this collection in their
original form as prepared by NCHS.
DOI: 10.60541/6afn-ge52
title: Office-Based Surgery Laws

description: Some states impose facility and/or operational requirements on non-hospital facilities that provide office-based surgery, procedures and/or anesthesia/sedation (OBS) laws. OBS laws may regulate various aspects of facilities’ physical environment and operations (e.g., must the facility be licensed, have nursing staff, or have recovery rooms). Further, these laws are often triggered by the use of anesthesia/sedation, and/or by the performance of particular types of medical interventions. This dataset complements three datasets that compiled Targeted Regulation of Abortion Provider (TRAP) laws: Abortion Facility Licensing (AFL) Requirements, Ambulatory Surgical Center (ASC) Requirements, and Hospitalization Requirements (HR).

This dataset identifies variation in states that have OBS requirements in effect as of August 1, 2016.

These datasets were created by a team from the Center for Public Health Law Research, Andrew Campbell, JD, Lindsay Cloud, JD, and Adrienne Ghorashi, JD, working with subject matter experts, Bonnie Scott Jones, JD, and Sara Daniel, MPH, of Advancing New Standards in Reproductive Health Care (ANSIRH), who conceptualized and designed the study.
DOI: 10.3886/icpsr07072.v1
title: Voting Behavior in Uji, Japan, 1961
title: Version 1

description: Respondents to this study were interviewed in five waves in
 an effort to trace changes and patterns of voting behavior, party
 support, and interest in politics during several different
 elections. Wave 1 explored the respondents' political awareness in
 general: aspects of politics that interested them most, their
 satisfaction with the Kyoto prefecture, support of the political
 parties in Japan, and the kinds of elections in which they were most
 involved. Wave 2, conducted the next year, prior to the
 gubernatorial election in Kyoto, examined public exposure of the
 candidates, sources of campaign information, the respondents' interest
 in the election, and specific facts they had learned about
 each candidate. Wave 3 interviews were held just after the
 gubernatorial election and established the effects that issues, mass
 media, and family and friends had had upon the respondents'
 votes. Waves 4 and 5 were conducted following elections for the
 upper house and for mayor, respectively, and each investigated patterns
 of voting: influences on respondents' votes, their assessments of
 the qualifications and achievements of the candidates, their tendency
 to vote for the party or the candidate, and their interest in the election
 itself. A number of derived measures were developed by the
 investigator. Among these are scales of political efficacy,
 conservatism, political party support, traditional/progressive
 approach to national issues, and familiarity and preference indices
for the candidates.
description: Datasets: 
DS1: Voting Behavior in Uji, Japan, 1961
description: Voting population of Uji, Japan.
description: Although the title to this study suggests coverage for
 the year 1961, the data for the five waves were in fact collected over
a time span of at least two years.
DOI: 10.3886/icpsr07072
title: Voting Behavior in Uji, Japan, 1961
title: Archival Version

description: Respondents to this study were interviewed in five waves in
 an effort to trace changes and patterns of voting behavior, party
 support, and interest in politics during several different
 elections. Wave 1 explored the respondents' political awareness in
 general: aspects of politics that interested them most, their
 satisfaction with the Kyoto prefecture, support of the political
 parties in Japan, and the kinds of elections in which they were most
 involved. Wave 2, conducted the next year, prior to the
 gubernatorial election in Kyoto, examined public exposure of the
 candidates, sources of campaign information, the respondents' interest
 in the election, and specific facts they had learned about
 each candidate. Wave 3 interviews were held just after the
 gubernatorial election and established the effects that issues, mass
 media, and family and friends had had upon the respondents'
 votes. Waves 4 and 5 were conducted following elections for the
 upper house and for mayor, respectively, and each investigated patterns
 of voting: influences on respondents' votes, their assessments of
 the qualifications and achievements of the candidates, their tendency
 to vote for the party or the candidate, and their interest in the election
 itself. A number of derived measures were developed by the
 investigator. Among these are scales of political efficacy,
 conservatism, political party support, traditional/progressive
 approach to national issues, and familiarity and preference indices
for the candidates.
description: Datasets: 
DS1: Voting Behavior in Uji, Japan, 1961
description: Voting population of Uji, Japan.
description: Although the title to this study suggests coverage for
 the year 1961, the data for the five waves were in fact collected over
a time span of at least two years.
DOI: 10.5281/zenodo.15739085
title: The Relative Framework
title: The Knowledge Acquisition Paradox
title: Exploring Time Dimensions in the Knowledge Acquisition Paradox
title: Dimensional Constraints and Observer Limitations
title: The Cognitive Compression Framework: A Hierarchy of Concise Self-Awareness Vol 1 Paper 2
title: The Entanglement Model of Emergent Experience
title: The Relativity of Life's Meaning: A Multifaceted Approach
title: Temporal Entanglement: The Clock as a Distorting Lens of Consciousness
title: The Illusion of Choice Vol 1 Paper 1
title: Responsibility Reconsidered Within The Illusion Of Choice Vol 1 Paper 2.pdf
title: Emotional Protocols and Reactive Structures The Bridge Between Illusion and Morality Vol 1 Paper 3 .pdf
title: Morality and Responsibility as Emergent Narrative In The Illusion Of Choice Vol 1 Paper 4.pdf
title: Addendum Reconciling Determinism and Meaning in The Relative Framework
title: Intuition Within the Cognitive Compression Framework Vol 1 Paper 2.pdf
title: Memory, Perspective, and the End of Self An Extension of the Cognitive Compression Framework Vol 1 Paper 3.pdf

description: The Relative Framework

 

The Relative Framework is my life's work. 20 years of philosophical questioning and understanding. It is a unified philosophical system that explores the structural limits of knowledge, the emergence of self-awareness, and the entangled nature of meaning and perception. Beginning with the Knowledge Acquisition Paradox and culminating in a theory of existential relativity. Together, they form a recursive model of epistemology, cognition, and ontology grounded in limitation, emergence, and systemic interaction. The framework does not seek to finalize answers, but to clarify the boundaries through which understanding unfolds.

This body of work reflects its own emergence. Apparent overlaps or recursions are not oversights, but structural manifestations of the very epistemic constraints the framework explores. No attempt has been made to disguise the process through post hoc polish. Each paper is a stage of compression, capturing the mind’s recursive refinement under cognitive and temporal limitation.

Each paper within the series is labelled as “Vol. 1” to reflect their shared grounding in a single conceptual architecture. These are not separate volumes, but distinct lines of inquiry within the same philosophical body. Where extensions are made (e.g., continuations), they are marked as “Paper 1,” “Paper 2,” etc., under the same unified volume.

 

"The illusion of freedom is not a lie we tell ourselves, It’s the cognitive condition that allows deterministic systems to orient, reflect, and endure"

 

“We are not the arbiters of truth, but the narrators of validity”

 

*Dean Tyldesley*
DOI: 10.5281/zenodo.15753496
title: ADNLab-SCU/ankylosing-spondylitis

description: Raw data files for experiments in CSN-data-mining.
DOI: 10.5281/zenodo.15753497
title: ADNLab-SCU/ankylosing-spondylitis

description: Raw data files for experiments in CSN-data-mining.
DOI: 10.5066/p1tffvom
title: Simulation of Groundwater Flow in the Long Island, New York Regional Aquifer System for 2010 Daily Recharge Conditions

description: This model archive documents a transient groundwater-flow model that simulates hydrologic conditions in the Long Island aquifer system for the year 2010, using the U.S. Geological Survey groundwater modeling software MODFLOW 6 (Langevin and others, 2017). The groundwater model is a derivative of the conditioned model documented in Jahn and others (2024), and described in Walter and others (2024), which simulates transient 1900-2019 annual conditions to simulate long-term groundwater conditions. To capture short-term variations in aquifer conditions, this model utilized daily recharge and monthly average pumping rates for 2010. This model was not calibrated to match daily or seasonal observations, and care should be used in interpreting daily recharge terms and simulated head responses. Application of this model for site specific study may require additional model testing.

References:
Langevin, C.D., Hughes, J.D., Banta, E.R., Provost, A.M., Niswonger, R.G., and Panday, Sorab, 2017, MODFLOW 6 Modular Hydrologic Model: U.S. Geological Survey Software, https://doi.org/10.5066/F76Q1VQV

Jahn, K.L., Walter, D.A., Masterson, J.P., Dressler, S.E., Finkelstein, J.S., and Monti, J., Jr., 2024, MODFLOW 6 Model Used to Simulate Groundwater Flow in the Long Island, New York Regional Aquifer System for 1900–2019 Pumping and Recharge Conditions, U.S Geological Survey data release, https://doi.org/10.5066/P14TRKUB.
DOI: 10.3886/icpsr06839.v1
title: Eurobarometer 43.1: International Trade and Radiation Protection, April-May 1995
title: Version 1

description: This round of Eurobarometer surveys queried respondents on
 standard Eurobarometer measures such as public awareness of and
 attitudes toward the European Union (EU), and also focused on new
 member states, the General Agreement on Tariffs and Trade (GATT), and
 radiation. Questions concerning the addition of Austria, Finland, and
 Sweden to the EU on January 1, 1995, were asked, focusing on whether
 the addition of these countries would have a positive, negative, or no
 effect on individuals, their countries, the EU, gender equality in the
 EU, unemployment in the EU, policies toward Eastern Europe, and
 worldwide competitiveness. Respondents were queried about
 international trade, GATT, and, in particular, economic relationships
 between counties and how member states' interests should be
 represented and protected internationally. Radiation questions covered
 information sources regarding exposure risks and radioactivity levels,
 satisfaction with information sources, and opinions about
 radioactivity and exposure risks. Demographic and other background
 information was gathered on number of people residing in the home,
 size of locality, region of residence, and occupation of the head of
 household, as well as the respondent's age, sex, marital status,
 education, occupation, left-right political self-placement, and
ownership of durables.
description: Multistage national probability samples.
description: Datasets: 
DS1: Eurobarometer 43.1: International Trade and Radiation Protection, April-May 1995
description: Persons aged 15 and over residing in the 15 member nations
 of the European Union: Austria, Belgium, Denmark, Finland, France,
 Germany, Greece, Ireland, Italy, Luxembourg, the Netherlands,
 Portugal, Spain, Sweden, and the United Kingdom, as well as in
Norway.
description: (1) Data processing for this collection was performed
at the Swedish Social Science Data Service (SSD).
DOI: 10.15468/dl.9svw66
title: Occurrence Download

description: A dataset containing 337 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 2cd829bb-b713-433d-99cf-64bef11e5b3e",
 "TaxonKey is Heliosciurus Trouessart, 1880"
 ]
}

 The dataset includes 337 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071856-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr06942.v1
title: Integrated Postsecondary Education Data System (IPEDS): Institutional Characteristics, 1993-1994
title: Version 1

description: This collection offers data on the basic characteristics of
 postsecondary institutions in the United States and covers
 institutional characteristics for 1993-1994. The data provide the
 basis for assigning each institution to a specific sector, which in
 turn determines the selection and distribution of other IPEDS surveys
 and the specific version of each survey appropriate to the
 institution. Sector is determined by an institution's type of control
 (public, private nonprofit, or private for-profit) and its highest
 level of offering (four-year or higher, at least two-year but less
 than four-year, or less than two-year certificate, diploma, degree, or
 other formal award). Key data elements include the name, address, and
 telephone number of the institution as well as information about
 levels of course offerings, calendar system, admissions requirements,
 student services, accreditation, modes of instruction, and
 institutional eligibility for student financial aid programs. Updated
 information on tuition and fees and room and board charges for the
 current academic year also is available. The unit of analysis is the
postsecondary institution.
description: Datasets: 
DS1: Integrated Postsecondary Education Data System (IPEDS): Institutional Characteristics, 1993-1994
description: All postsecondary institutions in operation in 1993 in the
United States and its outlying areas.
description: The documentation is provided as a Portable Document
 Format (PDF) file. The PDF file format was developed by Adobe Systems
 Incorporated and can be accessed using the Adobe Acrobat
 Reader. Information on how to obtain a copy of the Acrobat Reader is
provided through the ICPSR Website on the Internet.
DOI: 10.3886/icpsr06942
title: Integrated Postsecondary Education Data System (IPEDS): Institutional Characteristics, 1993-1994
title: Archival Version

description: This collection offers data on the basic characteristics of
 postsecondary institutions in the United States and covers
 institutional characteristics for 1993-1994. The data provide the
 basis for assigning each institution to a specific sector, which in
 turn determines the selection and distribution of other IPEDS surveys
 and the specific version of each survey appropriate to the
 institution. Sector is determined by an institution's type of control
 (public, private nonprofit, or private for-profit) and its highest
 level of offering (four-year or higher, at least two-year but less
 than four-year, or less than two-year certificate, diploma, degree, or
 other formal award). Key data elements include the name, address, and
 telephone number of the institution as well as information about
 levels of course offerings, calendar system, admissions requirements,
 student services, accreditation, modes of instruction, and
 institutional eligibility for student financial aid programs. Updated
 information on tuition and fees and room and board charges for the
 current academic year also is available. The unit of analysis is the
postsecondary institution.
description: Datasets: 
DS1: Integrated Postsecondary Education Data System (IPEDS): Institutional Characteristics, 1993-1994
description: All postsecondary institutions in operation in 1993 in the
United States and its outlying areas.
description: The documentation is provided as a Portable Document
 Format (PDF) file. The PDF file format was developed by Adobe Systems
 Incorporated and can be accessed using the Adobe Acrobat
 Reader. Information on how to obtain a copy of the Acrobat Reader is
provided through the ICPSR Website on the Internet.