cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.j76yhk
title: Occurrence Download

description: A dataset containing 4031 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-70.57978 6.6187,-70.0932 6.6221,-70.10106 6.873,-70.60303 6.84434,-70.57978 6.6187))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 4031 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072312-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr08657.v1
title: Uniform Crime Reports [United States]: Supplementary Homicide Reports, 1976-1983
title: Version 1

description: These Uniform Crime Reports supplementary homicide data 
 provide incident-level information on criminal homicides including 
 information on the date, location, circumstances, and method of 
 offences, as well as demographic characteristics of victims and 
perpetrators and the relationship between the two.
description: Datasets: 
DS0: Study-Level Files
DS1: Agency Aggregate
DS2: Incident
DS3: Offender
DS4: Victim
description: Homicides in the United States from January 1976 thru 
December 1983.
description: The data were provided monthly to the Federal Bureau of 
 Investigation (FBI) by local law enforcement agencies participating in 
 the FBI's Uniform Crime Reporting Program. In 1983, 97% of the United 
 States population was represented by jurisdictions that submitted 
 supplementary homicide data to the Uniform Crime Reporting Program. 
 Coverage in l976 had been 88%. These data were restructured, 
 reformatted, and cleaned at the Center for Applied Social Research, 
Northeastern University, Boston, Massachusetts.
DOI: 10.3886/icpsr08286.v1
title: Annual Survey of Governments, 1982: Employment Statistics
title: Version 1

description: This collection contains state and local government 
employment data.
description: These data were drawn from local governments in the 1982 
Census of Governments.
description: Datasets: 
DS1: Main Data File
DOI: 10.3886/icpsr08448.v2
title: Annual Survey of Governments, 1983: Finance Statistics
title: Version 2

description: For each governmental unit surveyed, finance data are 
 provided for revenues, expenditures, indebtedness, and cash and 
 security holdings. Revenue data are listed by source, and expenditures 
 are listed by function and type. Functions include education, 
 administration, police and fire protection, health care, utilities, 
 transit and highways, and public welfare. Expenditure types include 
 intergovernmental transactions, current operations, and capital 
 outlays. Data are also provided for employee retirement systems 
 operated by governments. Standard Metropolitan Statistical Area (SMSA) 
codes are given for local governments in metropolitan areas.
description: All school district governments in 31 states were surveyed, 
 along with a sample of those in the 19 remaining states. A sample of 
 approximately 14,000 other local governmental units was also included. 
All state governments and the District of Columbia are included.
description: Datasets: 
DS1: Annual Survey of Governments, 1983: Finance Statistics
description: State and local governments in the United States, including 
 counties, municipalities, townships, school districts, and special 
districts.
description: There are six "record types" in this file, each 
 corresponding to a type of governmental unit. All six record types have 
the same technical characteristics.
DOI: 10.3886/icpsr08660.v2
title: Current Population Survey: Annual Demographic File, 1986
title: Version 2

description: These data supply monthly labor force information and, in
 addition, provide supplemental data on work experience, income,
 noncash benefits, and migration. Comprehensive information is included
 on the employment status, occupation, and industry of persons 14 years
 old and over. Additional data for persons 15 years old and older are
 available concerning weeks worked and hours per week worked, reason
 not working full-time, total income and income components, and
 residence on March 1, 1985. The file also contains data covering nine
 noncash income sources: food stamps, school lunch programs,
 employer-provided group health insurance plans, employer-provided
 pension plans, personal health insurance, Medicaid, Medicare, CHAMPUS
 or military health care, and energy assistance. Characteristics such
 as age, sex, race, marital status, educational attainment, household
 relationship, and Spanish origin are detailed for each person in the
household enumerated.
description: A national probability sample was used in selecting
 housing units. About 56,500 housing units were surveyed with an
 additional sample of 2,500 Spanish households added to the sample for
 the March survey. The sample was located in 729 sample areas
 comprising 1,973 counties and independent cities with coverage in
every state and in the District of Columbia.
description: Datasets: 
DS1: Current Population Survey: Annual Demographic File, 1986
description: Civilian noninstitutional population of the United States
 living in housing units and male members of the Armed Forces living in
 civilian housing units on a military base or in a household not on a
military base.
description: personal interviewsData on employment and income refer to the preceding 
 year, although demographic data refer to the time of the survey. 
 Geographic fields reflect the new metropolitan statistical area 
 definitions. Migration data now cover a one-year rather than a 
 five-year period. There are 74,145 household records, 64,127 family 
records, and 157,661 person records in the file.
DOI: 10.15468/dl.g7es97
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "Geometry POLYGON((-70.43629 -18.35367,-69.84917 -18.22979,-69.80568 -17.6609,-69.49038 -17.53654,-69.6426 -17.21487,-71.30609 -15.53548,-72.77387 -16.5386,-70.43629 -18.35367))",
 "HasGeospatialIssue is false",
 "TaxonKey is Anthus peruvianus Nicholson, 1878"
 ]
}

 The dataset's 1 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072305-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dn7a37
title: Occurrence Download

description: A dataset containing 886 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "Geometry POLYGON((-73.35833 -16.5489,-70.34151 -18.42014,-69.51875 -17.63778,-69.64533 -17.01346,-71.6917 -15.35215,-73.35833 -16.5489))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Asthenes modesta (Eyton, 1851)"
 ]
}

 The dataset includes 886 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072314-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr08275.v1
title: Census of Urban Crime, 1970
title: Version 1

description: This data collection contains information on urban crime in
the United States. The 331 variables include crime incidence, criminal
sanctions, police employment, police expenditures, police
unionization, city revenues and sources of revenue (including
intergovernmental transfers), property values, public sector package
characteristics, demographic and socioeconomic characteristics, and
housing and land use characteristics. The data were primarily gathered
from various governmental censuses: Census of Population, Census of
Housing, Census of Government, Census of Manufactures, and Census of
Business. UNIFORM CRIME REPORTING PROGRAM DATA [UNITED STATES] (ICPSR
9028) and EXPENDITURE AND EMPLOYMENT DATA FOR THE CRIMINAL JUSTICE
SYSTEM (ICPSR 7818) were used as supplemental sources.
description: A total of 88 United States cities with populations
between 154,000 and approximately eight million residents.
description: Datasets: 
DS1: Census of Urban Crime, 1970
description: United States cities with 1970 populations over 150,000.
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 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/icpsr08275
title: Census of Urban Crime, 1970
title: Archival Version

description: This data collection contains information on urban crime in
the United States. The 331 variables include crime incidence, criminal
sanctions, police employment, police expenditures, police
unionization, city revenues and sources of revenue (including
intergovernmental transfers), property values, public sector package
characteristics, demographic and socioeconomic characteristics, and
housing and land use characteristics. The data were primarily gathered
from various governmental censuses: Census of Population, Census of
Housing, Census of Government, Census of Manufactures, and Census of
Business. UNIFORM CRIME REPORTING PROGRAM DATA [UNITED STATES] (ICPSR
9028) and EXPENDITURE AND EMPLOYMENT DATA FOR THE CRIMINAL JUSTICE
SYSTEM (ICPSR 7818) were used as supplemental sources.
description: A total of 88 United States cities with populations
between 154,000 and approximately eight million residents.
description: Datasets: 
DS1: Census of Urban Crime, 1970
description: United States cities with 1970 populations over 150,000.
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 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/icpsr08759.v1
title: Survey of Consumer Attitudes and Behavior, August 1980
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, August 1980
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: 10.5281/zenodo.15757495
title: Data from: Using Large-Scale Community Science Data and Computer Vision to Evaluate Thermoregulation as an Adaptive Driver of Physiological Color Change in Anolis carolinensis

description: This dataset contains all research-grade iNaturalist observations of Anolis carolinensis from 20 counties ending at the collection date of December 12, 2023. Included is a full list of downloaded observations, segments that passed filtering, and a final list of observations where color and temperature was successfully determined. The full list consists of each observation's ID, downloadable image link, and associated metadata, including but not limited to the citizen scientist contributor, datetime, coordinates, and county. The segments are derived from these images using the BigCritterColor package developed by Jacob Idec, which utilizes the Segment Anything Model to create a segment of the anole in the image. Then, AffinityPropogation is used to cluster these segments and remove undesirable clusters to filter out incorrect segments. The segments included in this dataset are those remaining after filtering and human verification. The final list includes the IDs and metadata for all observations that not only were successfully segmented, but also obtained a color designation (green or brown) and an estimated temperature. This data is what was used when modeling color interactions.
DOI: 10.3886/icpsr08470.v1
title: Current Population Survey, March 1984: After-tax Money Income Estimates
title: Version 1

description: This version of the March 1984 Current Population Survey is 
 modified to include estimated taxes paid and after-tax money income. 
 Estimated taxes include Federal and State individual income taxes, 
 property taxes on owner-occupied housing units, Social Security taxes, 
 and retirement taxes. In addition to the usual monthly labor force data 
 found in Current Population Survey files, supplemental data are 
 provided on work experience, types and amounts of "before tax" money 
 income, noncash income sources, and migration. Demographic 
 characteristics such as age, sex, race, household relationship, and 
 Spanish origin are included for every person in the households 
surveyed.
description: A probability sample is used in selecting household units.
description: Datasets: 
DS1: Current Population Survey, March 1984: After-tax Money Income Estimates
description: Civilian noninstitutional population of the United States 
 living in housing units, male members of Armed Forces living in 
 civilian housing units on a military base or in a household not on a 
military base.
description: There are 73,632 cases at the household level, 64,669 
 cases at the family level, and 161,167 cases at the person level. There 
is 1 record per case at each of the levels.
DOI: 10.5281/zenodo.15486299
title: Data from: Using Large-Scale Community Science Data and Computer Vision to Evaluate Thermoregulation as an Adaptive Driver of Physiological Color Change in Anolis carolinensis

description: This dataset contains all research-grade iNaturalist observations of Anolis carolinensis from 20 counties ending at the collection date of December 12, 2023. Included is a full list of downloaded observations, segments that passed filtering, and a final list of observations where color and temperature was successfully determined. The full list consists of each observation's ID, downloadable image link, and associated metadata, including but not limited to the citizen scientist contributor, datetime, coordinates, and county. The segments are derived from these images using the BigCritterColor package developed by Jacob Idec, which utilizes the Segment Anything Model to create a segment of the anole in the image. Then, AffinityPropogation is used to cluster these segments and remove undesirable clusters to filter out incorrect segments. The segments included in this dataset are those remaining after filtering and human verification. The final list includes the IDs and metadata for all observations that not only were successfully segmented, but also obtained a color designation (green or brown) and an estimated temperature. This data is what was used when modeling color interactions.
DOI: 10.15468/dl.h3hp4w
title: Occurrence Download

description: A dataset containing 810 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "Geometry POLYGON((-73.30201 -16.69146,-70.36412 -18.41025,-69.47386 -17.69077,-69.38483 -16.98969,-71.65501 -15.21494,-73.30201 -16.69146))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Podilymbus podiceps (Linnaeus, 1758)"
 ]
}

 The dataset includes 810 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072316-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15757285
title: Maps of the spanish agrarian census (1982-1989-1999-2009-2020) (Version 1.1. revised)

description: Spatially explicit maps of the Spanish agrarian census from 1982-1989-1999-2009, and 2020. This research is part of the project INFORICAM (PID2020-119402RB-I00), funded by the Agencia Estatal de Investigación MCIN/AEI/10.13039/501100011033 and by the European Union.
DOI: 10.5281/zenodo.15715549
title: Maps of the spanish agrarian census (1982-1989-1999-2009-2020) (Version 1.1. revised)

description: Spatially explicit maps of the Spanish agrarian census from 1982-1989-1999-2009, and 2020. This research is part of the project INFORICAM (PID2020-119402RB-I00), funded by the Agencia Estatal de Investigación MCIN/AEI/10.13039/501100011033 and by the European Union.
DOI: 10.3886/icpsr08803.v1
title: Survey of Consumer Attitudes and Behavior, April 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, April 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.29428982
title: Multi-stage classification results (vaccine position)

description: The performance metrics of the vaccine position 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.<br>
DOI: 10.6084/m9.figshare.29428982.v1
title: Multi-stage classification results (vaccine position)

description: The performance metrics of the vaccine position 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.<br>
DOI: 10.3886/icpsr08279.v1
title: Adult Criminal Careers, Michigan: 1974-1977
title: Version 1

description: These data, taken from the computerized criminal history 
 files of the Federal Bureau of Investigation, were collected to develop 
 estimates of the extent and variation of individual offending. Included 
 are the adult criminal records of individuals 17 years of age and older 
 arrested in Michigan from 1974 to 1977. The primary criterion for 
 inclusion in the sample was at least one arrest in Michigan for murder, 
 rape, robbery, aggravated assault, burglary, or auto theft. Once 
 sampled, the arrest history includes data on all recorded arrests 
 through 1977, regardless of offense type. The full dataset includes 
 records for 41,191 individuals for a total of 200,007 arrests. The 
 dataset is organized by individual and includes demographic 
 characteristics of the individual (birth date, state of birth, sex, and 
 race) followed by information from the individual's arrest record in 
 chronological order. The arrest records include the date of arrest, the 
 offenses charged, the disposition (convicted, dismissed, or acquitted), 
 and the sentence. Because the data are organized by individual, they 
 are suitable for longitudinal analyses of individual offending patterns 
over time.
description: Individuals with at least one arrest in Michigan for 
murder, rape, robbery, aggravated assault, burglary, or auto theft.
description: Datasets: 
DS0: Study-Level Files
DS1: Data File
DS2: SAS Data Definition Statements
description: Adult criminal offenders in Michigan.
description: In this hierarchical data file, there are two record 
 types. Record 1 contains person record information, with 6 variables 
 and 41,191 records. Record 2 provides arrest cycle information, with 52 
variables and 200,007 records.