cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.fnf7tj
title: Occurrence Download

description: A dataset containing 185096 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((8.29722 36.93661,8.27717 36.46782,8.262 36.1114,8.20318 34.71383,7.68574 34.42656,7.47083 34.06522,7.53195 33.96879,7.49446 33.7844,7.55253 33.59319,7.82348 33.08785,8.3701 32.53656,9.06248 31.82719,9.4269 30.26623,10.26505 30.64319,10.19216 31.57916,11.43117 32.41359,11.61337 33.17939,11.64981 35.49606,11.54049 36.90748,11.13964 37.54583,9.35401 37.66131,8.55231 37.37227,8.29722 36.93661))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 185096 records from 528 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067272-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8tsz3y
title: Occurrence Download

description: A dataset containing 298661 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "TaxonKey is Castor fiber Linnaeus, 1758"
 ]
}

 The dataset includes 298661 records from 593 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067274-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr02746.v1
title: Schools and Staffing Survey, 1990-1991 [United States]: Teacher Follow-up Survey, 1991-1992, Revised Version
title: Version 1

description: This data collection, a revised version of SCHOOLS AND
 STAFFING SURVEY, 1990-1991 [UNITED STATES]: TEACHER FOLLOW-UP SURVEY,
 1991-1992 (ICPSR 6317), is a follow-up to the Teacher Survey in
 SCHOOLS AND STAFFING SURVEY, 1990-1991 [UNITED STATES]: REVISED
 VERSION (ICPSR 2745). The Teacher Follow-Up Survey was designed to
 update data on teacher career patterns and plans and to determine
 attrition rates. It queried a subsample of teachers in the profession
 during the school year 1990-1991 and had two components: teachers who
 left the teaching profession between the school years 1990-1991 and
 1991-1992 (former teachers) and teachers who remained in the
 profession (current teachers). Information in this revised collection
 is given separately for public school teachers (Part 1) and private
 school teachers (Part 2). Questions were asked on topics such as
 current activity, occupation, career patterns, educational pursuits,
 future plans, attitudes toward the teaching profession, and overall
 job satisfaction. Data are also available on teachers who remained in
the teaching profession but moved to different schools (movers).
description: Multistage, stratified subsamples of the Teacher Survey
 portion of the SCHOOLS AND STAFFING SURVEY, 1990-1991 [UNITED STATES]:
REVISED VERSION (ICPSR 2745).
description: Datasets: 
DS0: Study-Level Files
DS1: Teacher Follow-Up Survey Public School Data
DS2: Teacher Follow-Up Survey Private School Data
description: Public and private school teachers in the United States
(state representative within the public sector).
description: (1) This revised version of the collection is derived
 from the NCES's "Schools and Staffing Survey (SASS) and Teacher
 Follow-Up Survey (TFS) CD-ROM: Public-Use Data for 3 Cycles of SASS and
 TFS." This version contains additional created variables and
 supersedes ICPSR 6317. (2) The codebook and technical manual are
 provided as Portable Document Format (PDF) files. 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 through the
ICPSR Website on the Internet.
DOI: 10.3886/icpsr02198.v1
title: Higher Education General Information Survey (HEGIS), 1979-1980: Salaries, Tenure, and Fringe Benefits of Full-Time Faculty
title: Version 1

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. Data are available for both public and private
 two-year and four-year institutions. The HEGIS Salaries component for
 1979-1980 sought data from 3,190 institutions of higher education. Key
 data elements, presented for up to ten record types for each
 institution (corresponding to length of contract and sex), include
 academic rank, number of faculty, salaries, tenure status, and fringe
benefits.
description: Datasets: 
DS0: Study-Level Files
DS1: Main Data File
DS2: HEGIS Record Layout
description: All postsecondary institutions in operation during
 1979-1980 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.
description: (1) The HEGIS Record Layout file (Part 2) is an Excel
 worksheet of record layouts for all components of the HEGIS survey,
 including the 1979-1980 Salaries component (see the "emp" folder in
 the worksheet). (2) The titles "Employees in Institutions of Higher
 Education" and "Salaries and Tenure of Full-Time Instructional
 Faculty" are used interchangeably to refer to the salaries component
 of HEGIS. (3) 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. (4) The codebook and data collection
 instrument 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
through the ICPSR Website on the Internet.
DOI: 10.3886/icpsr02198
title: Higher Education General Information Survey (HEGIS), 1979-1980: Salaries, Tenure, and Fringe Benefits of Full-Time Faculty
title: Archival Version

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. Data are available for both public and private
 two-year and four-year institutions. The HEGIS Salaries component for
 1979-1980 sought data from 3,190 institutions of higher education. Key
 data elements, presented for up to ten record types for each
 institution (corresponding to length of contract and sex), include
 academic rank, number of faculty, salaries, tenure status, and fringe
benefits.
description: Datasets: 
DS0: Study-Level Files
DS1: Main Data File
DS2: HEGIS Record Layout
description: All postsecondary institutions in operation during
 1979-1980 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.
description: (1) The HEGIS Record Layout file (Part 2) is an Excel
 worksheet of record layouts for all components of the HEGIS survey,
 including the 1979-1980 Salaries component (see the "emp" folder in
 the worksheet). (2) The titles "Employees in Institutions of Higher
 Education" and "Salaries and Tenure of Full-Time Instructional
 Faculty" are used interchangeably to refer to the salaries component
 of HEGIS. (3) 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. (4) The codebook and data collection
 instrument 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
through the ICPSR Website on the Internet.
DOI: 10.15468/dl.zqrjzf
title: Occurrence Download

description: A dataset containing 27260 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Issue is one of (Coordinate rounded, Continent derived from country, Continent derived from coordinates, The scientific name ID was not used in backbone matching, The taxon concept ID was not used in backbone matching, The taxon ID was not used in backbone matching, Elevation min max swapped)",
 "OccurrenceStatus is Present",
 "TaxonKey is Gymnogyps californianus (Shaw, 1797)",
 "Year 1970-2025"
 ]
}

 The dataset includes 27260 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067278-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr02648.v1
title: ABC News Pre-Election Poll #2, October 1998
title: Version 1

description: This special topic poll, fielded October 22-25, 1998,
 sought respondents' views on the upcoming November 2, 1998,
 congressional elections. Respondents were asked for their opinions on
 President Clinton, the United States Congress, and the nation's
 economy. Those queried were asked to rate the likelihood that they
 would vote in the election, to compare their interest level in this
 election to previous elections, and to declare which party's
 candidates they intended to vote for. Respondents were asked whether
 their decisions were driven by a desire to express support for either
 Clinton or the Republican Congress, or to express opposition to either
 Clinton or the Republican Congress. Their views were sought on the
 importance of the following issues in their electoral decisions:
 education, taxes, the Clinton/Lewinsky matter, Social Security, health
 care, moral and ethical standards, the economy, and jobs. Looking
 ahead to the 2000 presidential election, respondents were asked for
 whom they would vote given a choice between Vice President Al Gore and
 Texas Governor George W. Bush. An additional topic covered the future
 of Clinton's second term, the impeachment hearings and surrounding
 investigations, and the Republicans' handling of the
 investigation. Background information on respondents includes age,
 sex, political party, political orientation, education, race,
 religion, voter registration and participation history, and family
income.
description: Datasets: 
DS1: ABC News Pre-Election Poll #2, October 1998
description: (1) The data are provided as an SPSS portable file. (2) 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. (3) 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 through the ICPSR Website on the Internet.
DOI: 10.3886/icpsr02648
title: ABC News Pre-Election Poll #2, October 1998
title: Archival Version

description: This special topic poll, fielded October 22-25, 1998,
 sought respondents' views on the upcoming November 2, 1998,
 congressional elections. Respondents were asked for their opinions on
 President Clinton, the United States Congress, and the nation's
 economy. Those queried were asked to rate the likelihood that they
 would vote in the election, to compare their interest level in this
 election to previous elections, and to declare which party's
 candidates they intended to vote for. Respondents were asked whether
 their decisions were driven by a desire to express support for either
 Clinton or the Republican Congress, or to express opposition to either
 Clinton or the Republican Congress. Their views were sought on the
 importance of the following issues in their electoral decisions:
 education, taxes, the Clinton/Lewinsky matter, Social Security, health
 care, moral and ethical standards, the economy, and jobs. Looking
 ahead to the 2000 presidential election, respondents were asked for
 whom they would vote given a choice between Vice President Al Gore and
 Texas Governor George W. Bush. An additional topic covered the future
 of Clinton's second term, the impeachment hearings and surrounding
 investigations, and the Republicans' handling of the
 investigation. Background information on respondents includes age,
 sex, political party, political orientation, education, race,
 religion, voter registration and participation history, and family
income.
description: Datasets: 
DS1: ABC News Pre-Election Poll #2, October 1998
description: (1) The data are provided as an SPSS portable file. (2) 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. (3) 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 through the ICPSR Website on the Internet.
DOI: 10.3886/icpsr02701.v1
title: County Business Patterns, 1996 [United States]: U.S. Summary, State and County Data
title: Version 1

description: The total number of business establishments, mid-March
 employment figures, and first quarter and annual payrolls are supplied
 in this data collection at the county, state, and national
 levels. Also provided are data on the number of establishments by
 employment-size class. Data are provided for most divisions of the
 economy, including agricultural services, mining, construction,
 manufacturing, transportation, public utilities, wholesale trade,
 retail trade, finance, insurance, real estate, and services. However,
 data are not included for agricultural production, railroad,
government, or household employment.
description: Datasets: 
DS0: Study-Level Files
DS1: United States Summary Data
DS2: State Summary Data
DS3: County Summary Data, Census Geographic Division 1
DS4: County Summary Data, Census Geographic Division 2
DS5: County Summary Data, Census Geographic Division 3
DS6: County Summary Data, Census Geographic Division 4
DS7: County Summary Data, Census Geographic Division 5
DS8: County Summary Data, Census Geographic Division 6
DS9: County Summary Data, Census Geographic Division 7
DS10: County Summary Data, Census Geographic Division 8
DS11: County Summary Data, Census Geographic Division 9
description: All business establishments with one or more paid
 employees in all 50 states, the District of Columbia, and counties,
 excluding agriculture production, railroad, government, or household
 employment. All government hospitals are included beginning with 1989
data.
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 through the ICPSR Website on the Internet.
DOI: 10.48804/h3rfxh
title: Replication Data for: Decision Algorithm Based on the Modified Bellman Equation to Deal With EMI-induced Errors in Hamming-Based Communications

description: This dataset evaluates the proposed decision-making algorithm under a recerberation environment. The proposed algorithm is based on a modified version of the Bellman equation to deal with electromagnetic interference errors in a communication channel
 inside a harsh electromagnetic reverberant environment. The Bellman equation is a fundamental concept in decision-making problems such as Markov decision processes. Such processes model decision making in situations where the outcomes are partly ran
dom and partly controlled by an agent (decision maker). In this study, a wired communication channel that uses non-return-to-zero-level data encoding and
 Hamming code for error detection and correction is disturbed. First, the packet error rate (PER) is calculated and compared with and without the proposed algorithm for different electromagnetic disturbance frequencies and bit rates. The gain is compared at different PERs when the algorithm’s parameters (called rewards) are optimized and when these are set as random. Finally, the influence of the rewards and the maximum number of resends on the algorithm’s performance is also studied.
DOI: 10.3886/icpsr02157.v1
title: Higher Education General Information Survey (HEGIS), 1983-1984: Earned Degrees
title: Version 1

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. Data are available for both public and private
 two-year and four-year institutions. The HEGIS Earned Degrees
 component for 1983-1984 offers data on the type and control of
 institution, and the total count, by field of study, of earned degrees
 and other formal awards conferred by each institution surveyed. Key
 data elements, presented for up to two record types for each
 institution (corresponding to level of degree or award), include sex
of student and field of specialty.
description: Datasets: 
DS0: Study-Level Files
DS1: Main Data File
DS2: HEGIS Record Layout
description: All postsecondary institutions in operation during
 1983-1984 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 the United States.
description: (1) The HEGIS Record Layout file (Part 2) is an Excel
 worksheet of record layouts for all components of the HEGIS survey,
 including the 1983-1984 Earned Degrees component. (2) Columns 152-170
 are not used in this survey. (3) The 1983-1984 survey uses two broad
 categories for level of degree or award: Part A of the survey deals
 with postsecondary certificates or diplomas, and associate's,
 bachelor's, master's, and doctoral degrees. Part B of the survey
 deals with first professional degrees in selected fields. This
 accounts for the change from four record types in previous years to
 two record types for 1983-1984. (4) 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. (5) The codebook and data
 collection instrument 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 through the ICPSR Website on the Internet.
DOI: 10.3886/icpsr02157
title: Higher Education General Information Survey (HEGIS), 1983-1984: Earned Degrees
title: Archival Version

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. Data are available for both public and private
 two-year and four-year institutions. The HEGIS Earned Degrees
 component for 1983-1984 offers data on the type and control of
 institution, and the total count, by field of study, of earned degrees
 and other formal awards conferred by each institution surveyed. Key
 data elements, presented for up to two record types for each
 institution (corresponding to level of degree or award), include sex
of student and field of specialty.
description: Datasets: 
DS0: Study-Level Files
DS1: Main Data File
DS2: HEGIS Record Layout
description: All postsecondary institutions in operation during
 1983-1984 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 the United States.
description: (1) The HEGIS Record Layout file (Part 2) is an Excel
 worksheet of record layouts for all components of the HEGIS survey,
 including the 1983-1984 Earned Degrees component. (2) Columns 152-170
 are not used in this survey. (3) The 1983-1984 survey uses two broad
 categories for level of degree or award: Part A of the survey deals
 with postsecondary certificates or diplomas, and associate's,
 bachelor's, master's, and doctoral degrees. Part B of the survey
 deals with first professional degrees in selected fields. This
 accounts for the change from four record types in previous years to
 two record types for 1983-1984. (4) 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. (5) The codebook and data
 collection instrument 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 through the ICPSR Website on the Internet.