cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/icpsr08514.v2
title: Higher Education General Information Survey (HEGIS) XIX: Financial Statistics of Institutions of Higher Education for Fiscal Year 1984
title: Version 2

description: The Higher Education General Information Survey
 (HEGIS)series was designed to provide comprehensive information on
 various aspects of postsecondary education in the United States and
 its territories (American Samoa, Guam, Puerto Rico, the Virgin
 Islands, and the Marshall Islands) and Department of Defense schools
 outside the United States. A component of the HEGIS XIX survey
 package, this data collection furnishes final finance data for 3,302
 colleges and universities and their branches throughout the United
 States. Information is supplied on current funds revenues by source,
 current funds expenditures and mandatory transfers by functions,
 physical plant assets, indebtedness on physical plant, details of
 endowment assets, changes in fund balances, tuition and fees, federal
grants, local grants, and annuity additions and deductions.
description: Datasets: 
DS1: Higher Education General Information Survey (HEGIS) XIX: Financial Statistics of Institutions of Higher Education for Fiscal Year 1984
description: All postsecondary institutions operating during 1984 in
 the United States and its territories (American Samoa, Guam, Puerto
 Rico, the Virgin Islands, and the Marshall Islands) and Department of
Defense schools outside of the United States.
description: (1)Survey forms were distributed to 3,330 institutions
 and 2,880 usable responses were received. Twenty-eight institutions
 that were new to the HEGIS universe in fiscal year 1983 and that did
 not respond in fiscal years 1983 and 1984 are not included in this
 file. Data for 409 of the remaining institutions were imputed on the
 basis of data they submitted in fiscal year 1983, while data for the
 remaining 13 institutions were imputed through a peer selection
 process. (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.
DOI: 10.3886/icpsr08800.v1
title: Survey of Consumer Attitudes and Behavior, January 1984
title: Version 1

description: These surveys were undertaken to measure changes in consumer 
 attitudes and expectations, to understand why these changes occur, and 
 to evaluate how they relate to consumer decisions to save, borrow, or 
 make discretionary purchases. This type of information is essential for 
 forecasting changes in aggregate consumer behavior. Since the late 
 1940s, these surveys have been produced quarterly through 1977 and 
 monthly thereafter. Each monthly survey contains approximately 40-50 
 questions and 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.
description: National sample of dwelling units selected by area 
probability sampling.
description: Datasets: 
DS1: Survey of Consumer Attitudes and Behavior, January 1984
description: Population of the United States aged 18 and older in 
households.
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.t9xf6k
title: Occurrence Download

description: A dataset containing 71188 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 Euplectes albonotatus (Cassin, 1848)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 71188 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072307-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr08268.v1
title: Census of Governments, 1982: Governmental Organization File
title: Version 1

description: This collection contains data for counties, municipalities,
 townships, independent and dependent school districts, and single- and
 multiple-function special districts. Information regarding the number,
 type, and selected characteristics of local governments is contained
 in this dataset. Government characteristics such as 1980 Census
 population, number of employees, payroll, and types of public services
 provided are also included. Additional data on public school districts
 were collected by the National Center for Education Statistics. This
 information includes the number of schools, fall enrollment, and grade
levels. The records are sequenced by state and government type.
description: Datasets: 
DS1: Census of Governments, 1982: Governmental Organization File
description: All levels of local government (excluding states) within
the United States.
DOI: 10.15468/dl.m99hvu
title: Occurrence Download

description: A dataset containing 120400 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Stellaria ruscifolia Pall. ex D.F.K.Schltdl., Silene stenophylla Ledeb., Minuartia tricostata A.P.Khokhr., Cornus suecica L., Phedimus kamtschaticus (Fisch.) 't Hart)",
 "Geometry POLYGON ((-180 45.53015, 180 45.53015, 180 83.62313, -180 83.62313, -180 45.53015))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "CoordinateUncertaintyInMeters is less than or equal to 50000"
 ]
}

 The dataset includes 120400 records from 140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072309-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr08356.v2
title: Drinking and Driving: A Survey of Licensed Drivers in the United States, 1983
title: Version 2

description: This study focuses on the drinking and driving habits of
 Americans. The questionnaire contained 51 questions. Respondents were
 interviewed over the telephone and asked about their frequency of
 consumption of alcoholic beverages, where they most often drank, 
 their mode of transportation to and from this location, their driving
 and drinking experiences, and their age, sex, educational attainment,
and socioeconomic status.
description: The first 1,000 cases were drawn using a national
 probability sample of the 48 contiguous states. The final 400 cases
 were selected from an oversample of 20 states. Conditions were imposed
 to yield approximately 50 percent males and 50 percent females.
 Respondents were interviewed over the telephone using random-digit
dialing.
description: Datasets: 
DS1: Drinking and Driving: A Survey of Licensed Drivers in the United States, 1983
description: The universe for this study is adults 16 years of age and
older who possessed a valid driver's license.
description: The codebook is 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: 10.15468/dl.e6zu45
title: Occurrence Download

description: A dataset containing 208303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "Geometry POLYGON((72.66652 27.9261,81.97748 27.9261,81.97748 34.52259,72.66652 34.52259,72.66652 27.9261))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November, December)",
 "OccurrenceStatus is Present",
 "Year 1991-2011"
 ]
}

 The dataset includes 208303 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072277-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr08810.v1
title: Survey of Consumer Attitudes and Behavior, November 1984
title: Version 1

description: These surveys were undertaken to measure changes in consumer 
 attitudes and expectations, to understand why these changes occur, and 
 to evaluate how they relate to consumer decisions to save, borrow, or 
 make discretionary purchases. This type of information is essential for 
 forecasting changes in aggregate consumer behavior. Since the late 
 1940s, these surveys have been produced quarterly through 1977 and 
 monthly thereafter. Each monthly survey contains approximately 40-50 
 questions and 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.
description: National sample of dwelling units selected by area 
probability sampling.
description: Datasets: 
DS1: Survey of Consumer Attitudes and Behavior, November 1984
description: Population of the United States aged 18 and older in 
households.
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: 10.6084/m9.figshare.29429024
title: Multi-stage classification results (stigma)

description: The performance metrics of the stigma classification using (i) only authentic data and (ii) the blended versions of the dataset for detecting vaccine positions and vaccine-related stigma on social media.The following hyperparameters were used during the fine-tuning process: 20 epochs, 5 × 106 learning rate, AdamWoptimizer, batch size of 8 samples, and saving the model with the highest accuracy on test data. The fine-tuning process and experiments were performed using a computer with Intel(R) Core(TM) i712700 CPU at 2.10GHz, 32 GB RAM, and Nvidia GeForce GTX 16660 SUPER.
DOI: 10.6084/m9.figshare.29429024.v1
title: Multi-stage classification results (stigma)

description: The performance metrics of the stigma classification using (i) only authentic data and (ii) the blended versions of the dataset for detecting vaccine positions and vaccine-related stigma on social media.The following hyperparameters were used during the fine-tuning process: 20 epochs, 5 × 106 learning rate, AdamWoptimizer, batch size of 8 samples, and saving the model with the highest accuracy on test data. The fine-tuning process and experiments were performed using a computer with Intel(R) Core(TM) i712700 CPU at 2.10GHz, 32 GB RAM, and Nvidia GeForce GTX 16660 SUPER.
DOI: 10.3886/icpsr08764.v1
title: Survey of Consumer Attitudes and Behavior, January 1981
title: Version 1

description: These surveys were undertaken to measure changes in consumer 
 attitudes and expectations, to understand why these changes occur, and 
 to evaluate how they relate to consumer decisions to save, borrow, or 
 make discretionary purchases. This type of information is essential for 
 forecasting changes in aggregate consumer behavior. Since the late 
 1940s, these surveys have been produced quarterly through 1977 and 
 monthly thereafter. Each monthly survey contains approximately 40-50 
 questions and 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.
description: National sample of dwelling units selected by area 
probability sampling.
description: Datasets: 
DS1: Survey of Consumer Attitudes and Behavior, January 1981
description: Population of the United States aged 18 and older in 
households.
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: 10.6084/m9.figshare.29428988
title: BAR-CAT: Targeted Recovery of Synthetic Genes via Barcode-Directed CRISPR-dCas9 Enrichment

description: Abstract: <br>Modern gene-synthesis platforms let us probe protein function and genome biology at unprecedented scale. Yet in large, diverse gene libraries the proportion of error-free constructs decreases with length due to the propagation of oligo synthesis errors. To rescue these rare, error-free molecules we developed BAR-CAT (Barcode-Assisted Retrieval CRISPR-Activated Targeting), an in-vitro enrichment method that couples unique PAM-adjacent 20-nt barcodes to each library member and uses multiplexed dCas9-sgRNA complexes to fish out the barcodes corresponding to perfect assemblies. After a single 15-min reaction and optimized wash regime (BAR-CAT v1.0), three low-abundance targets in a 300,000-member test library were enriched 600-fold, greatly reducing downstream requirements. When applied to 384x and 1,536x member DropSynth gene libraries, BAR-CAT retrieved up to 122-fold enrichment for 12 targets and revealed practical limits imposed by sgRNA competition and library complexity, which now guide ongoing protocol scaling. By eliminating laborious clone-by-clone validation and working directly on plasmid libraries, BAR-CAT provides a versatile platform for recovering perfect synthetic genes, subsetting large libraries, and ultimately lowering the cost of functional genomics at scale.<br><br>This dataset contains processed enrichment data for all spacers including:<br><b><i>sequence</i></b> - spacer sequence<br><b><i>status</i></b> - if the sequence was an enrichment target or not<br><b><i>log2enrich</i></b> - log2 fold enrichment score<br><b><i>reads.ini</i></b> - initial reads before enrichment<br><b><i>reads.postenrich</i></b> - reads after enrichment<br><br>The raw Illumina MiSeq reads of the target gene libraries and nanopore sequence reads for enriched libraries are available on the NCBI Sequence Read Archive under BioProject accession PRJNA1273454 (https://www.ncbi.nlm.nih.gov/bioproject/1273454).<br>
DOI: 10.6084/m9.figshare.29428988.v1
title: BAR-CAT: Targeted Recovery of Synthetic Genes via Barcode-Directed CRISPR-dCas9 Enrichment

description: Abstract: <br>Modern gene-synthesis platforms let us probe protein function and genome biology at unprecedented scale. Yet in large, diverse gene libraries the proportion of error-free constructs decreases with length due to the propagation of oligo synthesis errors. To rescue these rare, error-free molecules we developed BAR-CAT (Barcode-Assisted Retrieval CRISPR-Activated Targeting), an in-vitro enrichment method that couples unique PAM-adjacent 20-nt barcodes to each library member and uses multiplexed dCas9-sgRNA complexes to fish out the barcodes corresponding to perfect assemblies. After a single 15-min reaction and optimized wash regime (BAR-CAT v1.0), three low-abundance targets in a 300,000-member test library were enriched 600-fold, greatly reducing downstream requirements. When applied to 384x and 1,536x member DropSynth gene libraries, BAR-CAT retrieved up to 122-fold enrichment for 12 targets and revealed practical limits imposed by sgRNA competition and library complexity, which now guide ongoing protocol scaling. By eliminating laborious clone-by-clone validation and working directly on plasmid libraries, BAR-CAT provides a versatile platform for recovering perfect synthetic genes, subsetting large libraries, and ultimately lowering the cost of functional genomics at scale.<br><br>This dataset contains processed enrichment data for all spacers including:<br><b><i>sequence</i></b> - spacer sequence<br><b><i>status</i></b> - if the sequence was an enrichment target or not<br><b><i>log2enrich</i></b> - log2 fold enrichment score<br><b><i>reads.ini</i></b> - initial reads before enrichment<br><b><i>reads.postenrich</i></b> - reads after enrichment<br><br>The raw Illumina MiSeq reads of the target gene libraries and nanopore sequence reads for enriched libraries are available on the NCBI Sequence Read Archive under BioProject accession PRJNA1273454 (https://www.ncbi.nlm.nih.gov/bioproject/1273454).<br>
DOI: 10.15468/dl.rycap3
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Russian Federation",
 "OccurrenceStatus is Present",
 "TaxonKey is Phrynocephalus helioscopus (Pallas, 1771)"
 ]
}

 The dataset includes 28 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072321-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr08365.v1
title: General Social Survey [United States] and German Social Survey (ALLBUS) Combined Files, 1982
title: Version 1

description: As part of a program of crossnational research, a
 collaboration took place in 1982 between the United States General
 Social Survey (GSS) and the Zentrum fur Umfragen, Methoden und
 Analysen (ZUMA) of the Federal Republic of Germany. Funded by the
 National Science Foundation, this data collection effort explored
 attitudinal similarities and differences between the two countries on
 a range of social issues. A common set of questions was included in
 both the 1982 GSS and the German Social Survey (ALLBUS). These common
 items included questions on job values, abortion, and
 subjective social class. The 1982 ALLBUS also contained several GSS
 items that were not contained in the 1982 GSS, but had been used in
 other years. Of the 4,497 total cases in the file, the General Social
 Survey portion contains 1,506 cases and the German Social Survey
portion has 2,991 cases.
description: General Social Survey: Stratified multistage area
 probability sample of clusters of households. German Social Survey:
 Random selection of 630 electoral precincts, random selection of
 households within the precinct, and random selection of a single
eligible respondent from each of the selected households.
description: Datasets: 
DS0: Study-Level Files
DS1: General Social Survey [United States] and German Social Survey (ALLBUS) Combined Files, 1982 
DS2: SPSSx Export File
description: General Social Survey: English-speaking persons 18 years
 old or older living in noninstitutional arrangements within the
 continental United States. German Social Survey: German citizens 18
 years old and older living in private households in the Federal
Republic of Germany, including West Berlin.
DOI: 10.15468/dl.faqafq
title: Occurrence Download

description: A dataset containing 940 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "Geometry POLYGON((-73.6608 -17.01438,-70.00091 -18.38613,-69.10094 -16.51651,-71.72086 -15.30484,-73.6608 -17.01438))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Asthenes modesta (Eyton, 1851)"
 ]
}

 The dataset includes 940 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072319-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr08560.v1
title: ABC News/Washington Post Poll, February 1985
title: Version 1

description: In this survey respondents were asked to assess the 
 performance of President Reagan and other top government officials 
 and to give their opinions on proposed restrictions on federal 
 student loans, Attorney General designee Edwin Meese, and the 
 Democratic and Republican parties. In a series of questions relating 
 to national political parties, respondents were asked to designate 
 the party and its leaders best able to handle the major problems 
 facing the county, to rate each party's concern with its own 
 political power, and to describe the differences between the two 
 parties. Other topics included in the survey were the 55 mile per 
 hour speed limit, the Vietnam war, Nicaragua, and respondent's 
 preference for and history of residence in different types of 
communities. Demographic characteristics also are included.
description: Households were selected by random digit dialing.
description: Datasets: 
DS1: ABC News/Washington Post Poll, February 1985
description: The population of the United States, excluding Alaska and 
Hawaii, aged 18 and over.
description: For reasons of confidentiality, respondents' phone 
 numbers and zip codes have been replaced with blanks. A weight 
variable is included, which must be used in any analysis.
DOI: 10.3886/icpsr08560
title: ABC News/Washington Post Poll, February 1985
title: Archival Version

description: In this survey respondents were asked to assess the 
 performance of President Reagan and other top government officials 
 and to give their opinions on proposed restrictions on federal 
 student loans, Attorney General designee Edwin Meese, and the 
 Democratic and Republican parties. In a series of questions relating 
 to national political parties, respondents were asked to designate 
 the party and its leaders best able to handle the major problems 
 facing the county, to rate each party's concern with its own 
 political power, and to describe the differences between the two 
 parties. Other topics included in the survey were the 55 mile per 
 hour speed limit, the Vietnam war, Nicaragua, and respondent's 
 preference for and history of residence in different types of 
communities. Demographic characteristics also are included.
description: Households were selected by random digit dialing.
description: Datasets: 
DS1: ABC News/Washington Post Poll, February 1985
description: The population of the United States, excluding Alaska and 
Hawaii, aged 18 and over.
description: For reasons of confidentiality, respondents' phone 
 numbers and zip codes have been replaced with blanks. A weight 
variable is included, which must be used in any analysis.