cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/icpsr07341.v1
title: General Social Survey, 1974
title: Version 1

description: As in 1972 and 1973, the 1974 interview includes items 
 selected by the NORC staff and an advisory panel of sociologists as 
 "mainstream" interests of academic sociology. In addition to standard 
 personal data items, the 1974 survey covers such areas of interest as 
 the family, socio-economic status, social mobility, and morale. About 
 two-thirds of the questionnaire probed for attitudes and opinions 
 concerning qualities of a job, satisfaction with life, roles of women, 
 birth control and abortion, sex relations, race relations, social 
 control issues, and civil liberties. The data were collected by the 
 National Opinion Research Center as the third in a five-year series of 
 general social surveys. The survey was administered in March 1974 to a 
 national cross-section sample of adults 18 years of age or older. The 
data was obtained from the Roper Center for Public Opinion Research.
description: National block quota sampling.
description: Datasets: 
DS1: General Social Survey, 1974
description: English-speaking persons 18 years of age or over, living
in noninstitutional arrangements within the United States.
DOI: 10.3886/icpsr06915.v1
title: National Hospital Ambulatory Medical Care Survey, 1993
title: Version 1

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 1993 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 1993 survey, data were collected from 228 OPDs and 395 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 Primary Sampling Units (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 text of the technical documentation for this collection
as prepared by NCHS.
DOI: 10.15468/dl.9mt8bc
title: Occurrence Download

description: A dataset containing 7833 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dryopteris dilatata (Hoffm.) A.Gray",
 "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 7833 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071873-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18112/openneuro.ds005700.v1.2.0
title: NeuroEmo: An fMRI Dataset for Emotion Recognition
DOI: 10.3886/icpsr06827.v1
title: ABC News Government Shutdown Poll #2, January 1996
title: Version 1

description: This special topic poll, fielded on January 3, 1996, sought 
 respondents' views on the federal government shutdown and the role 
 that President Bill Clinton and congressional Republicans played in 
 its development and its ongoing status. Those queried were asked whom 
 they blamed for the shutdown and for the failure to end it. 
 Additional topics covered whether the shutdown was a good or a bad 
 thing, whether respondents had been personally inconvenienced, and 
 whether they believed that the White House and Congress were honestly 
 trying to end the shutdown. Background variables include sex and 
political party.
description: Households were selected by random-digit dialing. Within 
 households, the respondent selected was the adult living in the 
 household who last had a birthday and who was at home at the time of 
the interview.
description: Datasets: 
DS1: ABC News Government Shutdown Poll #2, January 1996
description: Adults 18 years old and older in the United States.
description: (1) This collection has not been processed by ICPSR 
 staff. ICPSR is distributing the data and documentation for this 
 collection in essentially the same form in which they were received. 
 When appropriate, hardcopy documentation has been converted to 
 machine-readable form and variables have been recoded to ensure 
respondents' anonymity.
DOI: 10.3886/icpsr06827
title: ABC News Government Shutdown Poll #2, January 1996
title: Archival Version

description: This special topic poll, fielded on January 3, 1996, sought 
 respondents' views on the federal government shutdown and the role 
 that President Bill Clinton and congressional Republicans played in 
 its development and its ongoing status. Those queried were asked whom 
 they blamed for the shutdown and for the failure to end it. 
 Additional topics covered whether the shutdown was a good or a bad 
 thing, whether respondents had been personally inconvenienced, and 
 whether they believed that the White House and Congress were honestly 
 trying to end the shutdown. Background variables include sex and 
political party.
description: Households were selected by random-digit dialing. Within 
 households, the respondent selected was the adult living in the 
 household who last had a birthday and who was at home at the time of 
the interview.
description: Datasets: 
DS1: ABC News Government Shutdown Poll #2, January 1996
description: Adults 18 years old and older in the United States.
description: (1) This collection has not been processed by ICPSR 
 staff. ICPSR is distributing the data and documentation for this 
 collection in essentially the same form in which they were received. 
 When appropriate, hardcopy documentation has been converted to 
 machine-readable form and variables have been recoded to ensure 
respondents' anonymity.
DOI: 10.3886/icpsr06769.v1
title: Survey of Consumer Attitudes and Behavior, February 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, February 1992
description: Population of the United States aged 18 and older in
households.
DOI: 10.3886/icpsr07282.v1
title: Australian National Political Attitudes, 1967
title: Version 1

description: This study, the first in a long-range investigation of the
 attitudes and behavior of Australians, focused on the Australian
 electorate's interest in politics and their use of the news media as a
 source of political information. National issues, such as the power of
 trade unions, pension and social service spending, and government aid
 to education, were explored as well as international matters. The
 respondents' awareness of social classes was probed through questions
 concerning class mobility, and the political party affiliation of
 various classes. Respondents' opinions of the political parties and
 party leaders, their past party affiliations and voting patterns,
 their own active involvement in party work, and their familiarity with
 the platforms and performance of local members of both the federal and
 the state parliaments was ascertained. Demographic data include sex,
 age, marital status, religion, level of education, home ownership,
 occupation, and household income. The second wave of this
 investigation is presented in AUSTRALIAN NATIONAL POLITICAL ATTITUDES,
1969 (ICPSR 7393).
description: Multistage, stratified, national probability sample. The
 primary sampling units were electoral districts, and voter
registration lists were used as sampling frames.
description: Datasets: 
DS1: Australian National Political Attitudes, 1967
description: Registered voters in Australia.
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/icpsr07504.v1
title: Demography in Frontier Indiana, 1820
title: Version 1

description: Social and demographic characteristics of over 23,000 
 families living in Indiana in 1820 are contained in this dataset. These 
 data were obtained from the manuscript schedules of the 1820 United 
 States Census. They were initially recorded on punch cards by the 
 Geneological Section of the Indiana Historical Society, the cards were 
 donated to John Modell, at the University of Minnesota, who corrected 
 some discrepancies which he found in them. Included in the dataset are 
 variables describing the age, sex, and racial composition of each 
 household, as well as the location of the households and 
 characteristics of nearly every household located in Indiana in 1820, 
 except for those in Daviess county, whose manuscript census schedules 
for that year were destroyed.
description: Datasets: 
DS1: Demography in Frontier Indiana, 1820
DOI: 10.3886/icpsr07504
title: Demography in Frontier Indiana, 1820
title: Archival Version

description: Social and demographic characteristics of over 23,000 
 families living in Indiana in 1820 are contained in this dataset. These 
 data were obtained from the manuscript schedules of the 1820 United 
 States Census. They were initially recorded on punch cards by the 
 Geneological Section of the Indiana Historical Society, the cards were 
 donated to John Modell, at the University of Minnesota, who corrected 
 some discrepancies which he found in them. Included in the dataset are 
 variables describing the age, sex, and racial composition of each 
 household, as well as the location of the households and 
 characteristics of nearly every household located in Indiana in 1820, 
 except for those in Daviess county, whose manuscript census schedules 
for that year were destroyed.
description: Datasets: 
DS1: Demography in Frontier Indiana, 1820
DOI: 10.15468/dl.emvjvn
title: Occurrence Download

description: A dataset containing 4989 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda, Copepoda H.Milne Edwards, 1840, Copepoda Milne-Edwards, 1840, Copepoda Milne-Edwards, 1840, Copepoda Milne-Edwards, 1840, Copepoda H.Milne-Edwards, 1840, Copepoda Milne Edwards, 1840, Copepoda Milne Edwards, 1840, Copepoda Milne-Edwards, 1840, Copepoda Milne Edwards, 1840, Copepoda (Milne-Edwards & Milne-Edwards, 1840), Maxillopoda Dahl, 1956, Hexanauplia T.H.Oakley, J.M.Wolfe, A.R.Lindgren & A.K.Zaharoff, 2013, Maxillopoda Dahl, 1956, Cubozoa Werner, 1975)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Country is one of (China, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4989 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071875-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr07014.v1
title: Preconditions of the Formation of Public Opinion in the Federal Republic of Germany, 1964
title: Version 1

description: This data collection consists of four national cross-section
 sample surveys of the German electorate in 1964. Items probed 
 respondents' attitudes toward the federal government, political 
 parties, and a variety of foreign and domestic issues, as well 
 as their knowledge and evaluation of politicians and various items 
 of political interest. See the related collections, PUBLIC OPINION 
 SURVEYS: WEST GERMANY, NOVEMBER AND DECEMBER 1968 (ICPSR 7090), 
 and PUBLIC OPINION SURVEYS: WEST GERMANY, NOVEMBER AND DECEMBER 
1968 (ICPSR 7091).
description: Datasets: 
DS0: Study-Level Files
DS1: 1: Part 1
DS2: 2: Part 2
DS3: 3: Part 3
DS4: 4: Part 4
description: Voting age population in the Federal Republic of Germany in 
1964.
description: (1) The documentation for this study is presently
 available only in German. (2) The data were collected by the Konrad
 Adenauer Foundation and were made available through the auspices of
 Dr. Werner Kaltefleiter, director, Social Science Research Institute,
 Konrad Adenauer Foundation. (3) The Preconditions of the Formation of
 Public Opinion in the Federal Republic of Germany, 1964 (ICPSR 7014)
 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: 10.3886/icpsr07014
title: Preconditions of the Formation of Public Opinion in the Federal Republic of Germany, 1964
title: Archival Version

description: This data collection consists of four national cross-section
 sample surveys of the German electorate in 1964. Items probed 
 respondents' attitudes toward the federal government, political 
 parties, and a variety of foreign and domestic issues, as well 
 as their knowledge and evaluation of politicians and various items 
 of political interest. See the related collections, PUBLIC OPINION 
 SURVEYS: WEST GERMANY, NOVEMBER AND DECEMBER 1968 (ICPSR 7090), 
 and PUBLIC OPINION SURVEYS: WEST GERMANY, NOVEMBER AND DECEMBER 
1968 (ICPSR 7091).
description: Datasets: 
DS0: Study-Level Files
DS1: 1: Part 1
DS2: 2: Part 2
DS3: 3: Part 3
DS4: 4: Part 4
description: Voting age population in the Federal Republic of Germany in 
1964.
description: (1) The documentation for this study is presently
 available only in German. (2) The data were collected by the Konrad
 Adenauer Foundation and were made available through the auspices of
 Dr. Werner Kaltefleiter, director, Social Science Research Institute,
 Konrad Adenauer Foundation. (3) The Preconditions of the Formation of
 Public Opinion in the Federal Republic of Germany, 1964 (ICPSR 7014)
 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.jfqhvj
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/0071876-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15735977
title: Cellulose and cellulose acetate
DOI: 10.5281/zenodo.15755961
title: Cellulose and cellulose acetate
DOI: 10.3886/icpsr06800.v1
title: Height of Students of the Ecole Polytechnique, 1794-1887
title: Version 1

description: This data collection tracks the height of students at the
 Ecole Polytechnique in Palaiseau, France, during the French Revolution
 and the period following economic growth. Information includes month
 of enrollment, year of enrollment, month of birth, year of birth,
 province, town, height measurement in centimeters, head of family, and
occupation of parent.
description: Datasets: 
DS1: Height of Students of the Ecole Polytechnique, 1794-1887
description: Students of the Ecole Polytechnique.
DOI: 10.5281/zenodo.15755938
title: Susceptibility assessment data and code
DOI: 10.3886/icpsr07385.v1
title: Comparative Study of Intergovernmental Organizations, l970-1971
title: Version 1

description: This study includes data on the identity, environmental
 attributes, and substantive concerns of 240 intergovernmental
 organizations active in 1970-1971. Variables provide information on
 the year these organizations were founded, their relations with other
 intergovernmental and non-governmental international organizations,
 the number of their state and non-state members, and the geographic
 region to which the members belonged. Data were also collected
regarding the specific issues that the organizations dealt with.
description: Datasets: 
DS1: Comparative Study of Intergovernmental Organizations, l970-1971
description: Intergovernmental organizations listed in the
YEARBOOK OF INTERNATIONAL ORGANIZATIONS, 1970-1971.
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: 10.3886/icpsr07385
title: Comparative Study of Intergovernmental Organizations, l970-1971
title: Archival Version

description: This study includes data on the identity, environmental
 attributes, and substantive concerns of 240 intergovernmental
 organizations active in 1970-1971. Variables provide information on
 the year these organizations were founded, their relations with other
 intergovernmental and non-governmental international organizations,
 the number of their state and non-state members, and the geographic
 region to which the members belonged. Data were also collected
regarding the specific issues that the organizations dealt with.
description: Datasets: 
DS1: Comparative Study of Intergovernmental Organizations, l970-1971
description: Intergovernmental organizations listed in the
YEARBOOK OF INTERNATIONAL ORGANIZATIONS, 1970-1971.
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: 10.3886/icpsr06772.v1
title: Survey of Consumer Attitudes and Behavior, May 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, May 1992
description: Population of the United States aged 18 and older in
households.
DOI: 10.7294/29374535
title: Complexity Scaling Laws - Model Training for 2D TSP

description: Datasets required for supervised fine-tuning. Only sol_20n_1280000t_?.npy chunks are required for model scaling (20n for 20-nodes), the remainder are needed for TSP node scaling.Recent work on neural scaling laws demonstrates that model performance scales predictably with compute budget, model size, and dataset size. In this work, we develop scaling laws based on problem complexity. We analyze two fundamental complexity measures: solution space size and representation space size. Using the Traveling Salesman Problem (TSP) as a case study, we show that combinatorial optimization promotes smooth cost trends, and therefore meaningful scaling laws can be obtained even in the absence of an interpretable loss. We then show that suboptimality grows predictably for fixed-size models when scaling the number of TSP nodes or spatial dimensions, independent of whether the model was trained with reinforcement learning or supervised fine-tuning on a static dataset. We conclude with an analogy to problem complexity scaling in local search, showing that a much simpler gradient descent of the cost landscape produces similar trends.