cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29424887.v1
title: Hybrid Xiphophorus population CALL AIMs

description: Posterior probabilities of ancestry for Ancestry Informative Markers (AIMs) for a hybrid X. birchmanni x X. malinche hybrid population on the Calnali River (Calnali Low). <br>Data was generated by Molly Schumer and used in the manuscript titled Sensitivity of genome-wide tests of mitonuclear genetic incompatibilities.
DOI: 10.6084/m9.figshare.29425196
title: Xiphophorus hybrid population CHAF AIMs

description: Posterior probabilities of ancestry for Ancestry Informative Markers (AIMs) for a hybrid X. birchmanni x X. malinche hybrid population at Chahuaco Falls on the Calnali River. <br>Data was generated by Molly Schumer and used in the manuscript titled Sensitivity of genome-wide tests of mitonuclear genetic incompatibilities.
DOI: 10.6084/m9.figshare.29425196.v1
title: Xiphophorus hybrid population CHAF AIMs

description: Posterior probabilities of ancestry for Ancestry Informative Markers (AIMs) for a hybrid X. birchmanni x X. malinche hybrid population at Chahuaco Falls on the Calnali River. <br>Data was generated by Molly Schumer and used in the manuscript titled Sensitivity of genome-wide tests of mitonuclear genetic incompatibilities.
DOI: 10.15468/dl.y6t48h
title: Occurrence Download

description: A dataset containing 413 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Myanmar, Bhutan, Bangladesh, Afghanistan, Pakistan, Nepal)",
 "TaxonKey is Mycalesis visala Moore, 1857"
 ]
}

 The dataset includes 413 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071969-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15755997
title: ImageNet LSVRC 2012 Downsampled 128x128

description: Downsampled version of the original ImageNet LSVRC 2012 dataset, with meta.bin, train and val included such that it can easily be loaded with torchvision's torchvision.datasets.ImageNet.
DOI: 10.15468/dl.3nxteh
title: Occurrence Download

description: A dataset containing 1845 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epilobium brunnescens (Cockayne) P.H.Raven & Engelhorn",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1845 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071971-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fjps4u
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lygodactylus klugei (Smith, Martin & Swain, 1977)"
 ]
}

 The dataset includes 20 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071972-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.57q4sj
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is French Polynesia",
 "Issue is Zero coordinate",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 80 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071973-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr06934.v1
title: Integrated Postsecondary Education Data System (IPEDS): Fall Staff, 1993
title: Version 1

description: This data collection describes the number of institutional
 faculty and staff in postsecondary institutions of the United States
 by occupational activity, full- and part-time status, sex, and
 race/ethnicity. Beginning in 1993, this survey, conducted in
 odd-numbered years, replaces the EEO-6 survey administered by the
 Equal Employment Opportunity Commission. Part 1 (Part D from IPEDS-S)
 provides institutional characteristics, such as state, region, and
 locale codes, and name of institution. Part 2 includes Parts A, B, C,
 E, and F of the Survey (IPEDS-S). Part 3 contains data collected by
 the IPEDS-CN Survey. The survey was sent to all higher education
 institutions and all other schools offering a baccalaureate degree or
 higher. In addition, staff data were collected from the remaining
 institutions via the consolidated form (IPEDS-CN). Information from
 the IPEDS-S form includes the distribution of full- and part-time
 staff by primary occupation, sex, and race/ethnicity, full-time
 faculty by academic rank and tenure, full-time new hires by sex and
 race/ethnicity, and contracted and donated services (E) (such as
 executive/administrative, faculty, technical and paraprofessionals, or
 clerical and secretarial) by occupational activity. Information from
 the IPEDS-CN form includes number of staff by employment status,
primary occupation, and sex.
description: Datasets: 
DS0: Study-Level Files
DS1: IPEDS Institutional Characteristic File 1993, Part D Data From Survey IPEDS-S
DS2: Data From 1993 IPEDS-S Parts A, B, C, E, F
DS3: Data From 1993 IPEDS-CN Survey
description: Postsecondary institutions in the 50 states, the District
 of Columbia, and outlying areas (American Samoa, Guam, Puerto Rico,
 the Virgin Islands, the Marshall Islands, the Federated States of
 Micronesia, the Northern Mariana Islands, and Palau) that were
 eligible to participate in Title IV federal financial aid programs in
1995.
description: The codebook and data collection instruments are
 provided 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 the Adobe Acrobat Reader. Information on
 how to obtain a copy of the Acrobat Reader is provided on the ICPSR
Web site.
DOI: 10.3886/icpsr07536.v1
title: Interstate Security Conflicts, 1945-1974
title: Version 1

description: This data collection contains information about 310 cases
of interstate conflict that had a political-security focus and
occurred between 1945 and 1974. Each case represents a conflict
management problem associated with particular conflicts. Cases are
characterized in terms of the goals of the parties and management
agents as perceived by the international community at the time of the
conflict. Thus, a case may not correspond directly to a conflict. (One
case may represent several different conflicts and a conflict may
result in several cases.) For each conflict management problem, data
exists that identifies the core case and describes conflict
characteristics (e.g., type of issue, number of fatalities, duration,
and likelihood of abatement if no management agents became involved),
management influence (e.g., specific agents -- including a range of 45
specific organizations and governments, agent's bias, and agent's
previous involvement), and management action (e.g., at what phase of
conflict the agent became involved, phase of strongest action, and
technique of management action).
description: Conflicts with a political-security focus were used.
description: Datasets: 
DS1: Interstate Security Conflicts, 1945-1974
description: Interstate conflicts occurring between 1945 and 1974.
description: Variable 3, "Core Case", allows the user to select
core cases in order to avoid counting conflicts twice.
DOI: 10.3886/icpsr07342.v1
title: Swiss Voting Study, 1972
title: Version 1

description: This study was conducted from February through June 1972, following the 1971 federal election in Switzerland. Questions probed respondents' attitudes toward elections and political parties as well as their political preferences. Other items assessed opinions on contemporary issues such as the organization of referenda, women's right to vote, and the Schwarzenbach initiative (a parliamentary action of conservative extremists, demanding that one-third of Switzerland's foreign workers be forced to leave the country and that aliens compose no more than 10 percent of the population in any canton). Demographic data include age, sex, education, ethnic background, and family background.
description: Datasets: 
DS1: Swiss Voting Study, 1972
description: Electorate in Switzerland.
description: (1) Case 969 is missing cards 3 and 4. (2) The codebook is in French.
DOI: 10.15468/dl.etz2zm
title: Occurrence Download

description: A dataset containing 1468 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.06844 -16.04194,-70.44144 -18.34578,-69.9813 -18.33025,-69.58036 -17.50781,-69.37842 -17.12224,-69.0847 -16.38394,-69.76394 -15.89016,-72.24228 -15.39518,-73.07509 -15.47424,-74.06844 -16.04194))",
 "HasGeospatialIssue is false",
 "TaxonKey is Plegadis ridgwayi (Allen, 1876)"
 ]
}

 The dataset includes 1468 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071974-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr06778.v1
title: Survey of Consumer Attitudes and Behavior, November 1992
title: Version 1

description: This monthly survey series was undertaken to measure changes
 in consumer attitudes and expectations, to explain why such changes occur, and
 to evaluate how these changes relate to consumer decisions to save, borrow, or
 make discretionary purchases. This type of information is also used for
 forecasting changes in aggregate consumer behavior.
 Each monthly survey probes a different aspect of consumer
 confidence. Open-ended questions are asked concerning evaluations and
 expectations about personal finances, employment, price changes, and
 the national business situation. Additional questions probe buying
 intentions for automobiles and the respondent's appraisals of present
 market conditions for purchasing houses, automobiles, and other
 durables. Demographic information includes ethnic origin, sex, age,
and education.
description: National sample of dwelling units selected by area
probability sampling.
description: Datasets: 
DS1: Survey of Consumer Attitudes and Behavior, November 1992
description: Population of the United States aged 18 and older in
households.
DOI: 10.6073/pasta/d798d8643ad37431200537d6c54910c6
title: Hourly Meteorological Data for the Virginia Coast Reserve LTER 1989-present

description: Data from VCR/LTER meteorological stations is listed in comma-separated-value (CSV) files by year. A combined file for all years is also available, sorted by station, date and time, however, unlike the annual files, this combined file is too large for most spreadsheets to handle. A compressed copy of all the .CSV files is included in a single .ZIP file for users who wish to conveniently download a copy of all the data.
DOI: 10.3886/icpsr07212.v1
title: National Election Study, 1948
title: Version 1

description: This study contains data on the attitudes and opinions
 of voters toward the political parties and the political process in 
 the United States in 1948. The study was conducted in May 1948, 
 before the political party conventions. Respondents were probed 
 about their feelings toward the Republican, Democratic, and the 
 Wallace Third parties, and taxes. They were also questioned 
 about party identification, party differences, the most important 
 problems facing the government and their own families, the 
 possibility of the United States' involvement in another war in the 
 next five years, the 1944 vote, and their voting intentions. In 
 addition, respondents were asked to evaluate Truman's general 
 performance as president, and to respond to questions gauging their 
 satisfaction or dissatisfaction with Truman's policy toward Russia, 
 labor unions, minority groups, and Palestine. Their opinions were 
 also sought about who to blame for the high cost of living and the 
 trouble between labor and management. Demographic items specify age, 
 sex, race, nationality, education, occupation, religion, political 
 party affiliation, labor union membership, ideological orientation, 
and veteran status.
description: Area sampling procedures were used in the states of 
California: 1,016 cases, Illinois: 1,035 cases, and New York: 1,014 cases.
description: Datasets: 
DS1: National Election Study, 1948
description: Voting age population of the United States in 1948.
description: The National Election Study, 1948 (ICPSR 7212) data
 are written in IBM column-binary format. The data are
 multiply-punched and are stored in EBCDIC. The file should be
designated a binary file when used on a non-EBCDIC system.
DOI: 10.15468/dl.p5y77j
title: Occurrence Download

description: A dataset containing 336 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Country is China",
 "TaxonKey is Lanius schach Linnaeus, 1758",
 "Year 2025-2025"
 ]
}

 The dataset includes 336 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071975-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr07315.v1
title: General Social Survey, 1973
title: Version 1

description: The survey covers items viewed by the NORC staff and an 
 advisory panel of sociologists as "mainstream" interests of modern 
 academic sociology. As in the 1972 survey, the interview covers the 
 areas of socio-economic status and social mobility, intrafamily 
 relations, life cycle related changes in behavior, racial attitudes, 
 social control, civil liberties, and morale. Additional questions were 
 added dealing with ecology and social deviance. The data were collected 
 by the National Opinion Research Center as the second in a series of 
 general social surveys. The survey was administered in March 1973 to a 
 cross-section national sample of adults 18 years of age or older. The 
data were obtained from the Roper Center for Public Opinion Research.
description: National block quota sampling design.
description: Datasets: 
DS1: General Social Survey, 1973
description: English-speaking persons 18 years of age or over, living
in noninstitutional arrangements within the United States.
description: The codebook appendix 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: 10.3886/e228941
title: Data and Code for: The Role of Representational and Computational Complexity in Belief Formation

description: These files contain the code and part of the data for the journal article "The Role of Representational and Computational Complexity in Belief Formation," AEA Papers and Proceedings (2025 issue). <br><br>In this paper, we examine how representational and computational complexity interact to influence belief updating. Building on the two-stage belief updating model of Ba, Bohren, and Imas (2024), we show that when no salience cues are present, attentional and processing constraints generate underreaction to information. Moreover, processing constraints generate greater cognitive imprecision in more complex environments and, hence, more underreaction. An experimental study provides evidence supporting this hypothesis. Comparing belief updating in simple and complex environments, we find underreaction in both. Moreover, increased cognitive imprecision in complex environments generates more underreaction. This highlights the interaction between complexity and cognitive constraints in belief formation.
description: Participants voluntarily signed up for the online experiment on Prolific.
description: 247 participants recruited from Prolific.
description: web-based survey;
DOI: 10.3886/e228941v1
title: Data and Code for: The Role of Representational and Computational Complexity in Belief Formation

description: These files contain the code and part of the data for the journal article "The Role of Representational and Computational Complexity in Belief Formation," AEA Papers and Proceedings (2025 issue). <br><br>In this paper, we examine how representational and computational complexity interact to influence belief updating. Building on the two-stage belief updating model of Ba, Bohren, and Imas (2024), we show that when no salience cues are present, attentional and processing constraints generate underreaction to information. Moreover, processing constraints generate greater cognitive imprecision in more complex environments and, hence, more underreaction. An experimental study provides evidence supporting this hypothesis. Comparing belief updating in simple and complex environments, we find underreaction in both. Moreover, increased cognitive imprecision in complex environments generates more underreaction. This highlights the interaction between complexity and cognitive constraints in belief formation.
description: Participants voluntarily signed up for the online experiment on Prolific.
description: 247 participants recruited from Prolific.
description: web-based survey;
DOI: 10.3886/icpsr06735.v1
title: American Housing Survey, 1993: MSA Core and Supplement File
title: Version 1

description: This data collection provides information on
 characteristics of housing units in seven selected Metropolitan
 Statistical Areas (MSAs) of the United States. Data for each household
 member include age, sex, race, marital status, income, and
 relationship to the householder. For the householder, data also
 include tenure, length of residence, years of school completed, and
 Spanish origin. Data collected include general housing characteristics
 such as number of rooms, type of heating and air-conditioning
 equipment, and whether the housing units had complete kitchens and
 plumbing facilities. Information on costs incurred for mortgage
 payments, rent, real estate taxes, property insurance, utilities,
 parking, and garbage collection permits comparisons of housing costs
 form one year to another between geographic areas. Limited data are
 provided on costs of additions, alterations, replacements, and repairs
made to the property.
description: Separate samples were drawn in seven selected MSAs. The
 samples were drawn from housing units enumerated in the 1980 Census
and updated to include housing units constructed since 1980.
description: Datasets: 
DS0: Study-Level Files
DS1: Boston, Massachusetts
DS2: Detroit, Michigan
DS3: Minneapolis-St. Paul, Minnesota
DS4: San Francisco-Oakland, California
DS5: San Jose, California
DS6: Tampa-St. Petersburg, Florida
DS7: Washington, DC
description: The universe consists of all housing units in seven
selected MSAs of the United States.
description: (1) There are only seven MSAs in the 1993 sample, instead
 of the usual eight. (2) The frequencies are 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: 10.15468/dl.tdeuca
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, India, Bangladesh, Nepal, Pakistan, Bhutan, Myanmar, Afghanistan)",
 "TaxonKey is Mycalesis orcha Evans, 1920"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071977-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr07515.v1
title: ICPSR Instructional Subset: American National Election Study, 1976
title: Version 1

description: This instructional subset study was constructed from items 
 contained in the AMERICAN NATIONAL ELECTION STUDY, 1976 (ICPSR 7381), 
 conducted by the Center for Political Studies, Institute for Social 
 Research, the University of Michigan. The survey, the 14th in a 
 series of national election studies begun in 1952, was directed 
 by Warren E. Miller and Arthur H. Miller. Seventy variables from 
 the 1976 election study are contained in this subset. The items 
 chosen report respondents' views on current public issues as 
 well as aspects of the 1976 presidential election campaign. Items 
 probed respondents' opinions of government and public officials, 
 Nixon's pardon, racially integrated schools, the political parties, 
 cut in defense spending, government's control of inflationary 
 trends, unemployment, pollution and energy use, abortion rights, 
 and the Equal Rights Amendments (ERA) to the Constitution. 
 Respondents were also asked to evaluate the 1976 presidential 
 candidates and to indicate their vote choice. Additional items explored 
 respondents' attitudes toward busing, use of marijuana, and gender 
 equality. Also elicited were respondents' perceptions of their 
 financial status relative to the previous year and the following year 
 and their satisfaction with life. Demographic items specify age, sex, 
 education, marital status, political party affiliation, ideological 
leanings, social class identification, income, religion, and race.
description: A total of 2,248 voting age persons in the United States 
in 1976.
description: Datasets: 
DS1: ICPSR Instructional Subset: American National Election Study, 1976
description: Voting age population of the United States in 1976.
description: (1) A weight variable (v70) is included in this subset. 
 The 1976 CPS American National Election Study cross-section sample 
 contains panel cross-section and cross-section only components. The 
 weighting adjusts for different sampling rates of these components. 
 The unweighted N is 2,248. Application of the weight yields an N of 
 2,868.5. The weight variable must be employed whenever these data are 
 used to obtain a representative cross-section of the voting population 
 of the United States in 1976. Frequencies given in the codebook were 
 calculated using the weight variable (i.e., they are weighted frequencies).
 (2) 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 the Adobe Acrobat 
 Reader. Information on how to obtain a copy of the Acrobat Reader is 
provided on the ICPSR Web site.