cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/icpsr08084
title: Statistics of Income: Corporate Source Book, 1976
title: Archival Version

description: The Corporate Source Book is created annually from
 corporate income tax returns filed with the Internal Revenue Service
 (IRS). The records are arranged by minor industry codes, asset size
 class, and by the presence of net income. There are two records (one
 with net income and one without net income) for each of the asset size
 classes, for each of the minor industry codes. The more than 6,000
 records represent the averages for the 110,000-150,000 corporate
income tax returns sampled annually.
description: Stratified sample of the 1.5-1.8 million corporate income
 tax returns. The sample was stratified on the basis of total assets,
 net income or deficit, minor industry codes, and type of
 return. Sample rates range from 2-100 percent, increasing with asset
size.
description: Datasets: 
DS1: Statistics of Income: Corporate Source Book, 1976
description: Corporate income tax returns for 1972.
description: Since this file represents a sample of all returns and
 the data elements in the records represent averages for that industry
 and asset size class, users doing research based upon these records
 should review the IRS materials pertaining to the sampling
 variability, which are published annually in STATISTICS OF INCOME:
CORPORATE SOURCE BOOK.
DOI: 10.3886/icpsr08238.v1
title: Campaign Expenditures in the United States, 1981-1982
title: Version 1

description: According to the Federal Election Campaign Act of 1971 (as
 amended), political party and non-party committees must limit their
 campaign spending and report their expenditures to the Federal
 Election Commission (FEC). The information collected by the FEC
 outlines the party and non-party committee expenditures for each
 candidate supported and also presents the data by candidate and House
 or Senate position sought. This data collection is contained in six
 files. Party data are contained in two files: a spread file that
 contains a record for each party committee in alphabetical order by
 committee ID number, and a cross-tabs file that contains one or more
 records for each party committee, organized first by committee ID
 number and then by candidate ID number. Non-party and House/Senate
 data are also contained in a spread file and a cross-tabs file, both
 organized in the same manner as the party files. Candidates are
 designated by a candidate ID number that includes the federal office
 sought (coded "S" for Senate or "H" for House) and the state in which
 the candidate ran. Specific variables record information on total
 receipts and the amounts of contributions from corporations, labor
 organizations, membership and trade associations, and health-related
 organizations. Variables also detail the committees' amount of
 available cash, debts owed to and by organizations, amount of in-kind
contributions, and expenditures.
description: Datasets: 
DS0: Study-Level Files
DS1: Non-party: Spread Data
DS2: Non-party: Cross-tabs File
DS3: Party: Spread Data
DS4: Party: Cross-tabs File
DS5: House/Senate: Spread Data
DS6: House/Senate: Cross-tabs File
description: All candidates and supporting committees registered with
the Federal Election Commission for the 1981-1982 election cycle.
DOI: 10.3886/icpsr08067.v2
title: National Health and Nutrition Examination Survey I, 1971-1975: Audiometric Test
title: Version 2

description: The National Health and Nutrition Examination Surveys (Cycle 
 I) were designed to measure the nutritional status and health of the 
 U.S. population aged 1-74 years and to obtain more detailed information 
 on the health status and medical care needs of adults aged 25-74 years 
in the civilian noninstitutionalized population.
description: Datasets: 
DS1: National Health and Nutrition Examination Survey I, 1971-1975: Audiometric Test
DOI: 10.3886/icpsr07700.v1
title: Current Population Survey: Annual Demographic File, 1976
title: Version 1

description: This data collection supplies standard monthly labor force
 data on work experience, income, and migration. Comprehensive
 information is given on the employment status, occupation, and
 industry of persons 14 years old and older. Additional data are
 available concerning weeks worked and hours per week worked, reason
 not working full-time, total income and income components, and
 residence. In 1976, household records were introduced for the first
 time into the Annual Demographic File, in addition to family and
 person records. Information on demographic characteristics, such as
 age, sex, race, marital status, veteran status, household
 relationship, educational attainment, and Hispanic origin, is
available for each person in the household enumerated.
description: A national probability sample was used in selecting
housing units.
description: Datasets: 
DS1: Current Population Survey: Annual Demographic File, 1976
description: Persons in the civilian noninstitutional population of the
 United States living in households and members of the armed forces
residing in civilian housing in 1976.
description: (1) This hierarchical file contains 184,563
 records. There are approximately 291 variables and three record types:
 household, family, and person. Household records contain approximately
 36 variables, family records contain approximately 75 variables, and
 person records contain approximately 180 variables. (2) All records
 contain weights, which must be used in any analysis. (3) This data
 file was obtained from the Data Program and Library Service (DPLS),
 University of Wisconsin. Some data management operations intended to
 store the data more efficiently were performed by DPLS. That
 organization also revised the original Census Bureau
 documentation. (4) 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: 10.15468/dl.ffhfau
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Myanmar, Bhutan, Pakistan, Bangladesh, Nepal, Afghanistan)",
 "TaxonKey is Mycalesis malsarida Butler, 1868"
 ]
}

 The dataset includes 26 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072075-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr07876.v1
title: Current Population Survey: Voter Supplement File, 1978
title: Version 1

description: This data collection supplies standard monthly labor force
 data for the week prior to the survey. Comprehensive information is
 given on the employment status, occupation, and industry of persons 14
 years old and older. Individual-level data were gathered from a
 national sample of over 162,000 eligible voters in November
 1978. Included is information on household composition and type of
 residence, occupational and demographic details, and voting behavior
 in the November 1978 general election. Information on demographic
 characteristics, such as age, sex, race, marital status, veteran
 status, educational attainment, and Hispanic origin, is available for
each respondent.
description: A national probability sample was used in selecting
housing units.
description: Datasets: 
DS1: Current Population Survey: Voter Supplement File, 1978
description: Persons in the civilian noninstitutional population of the
 United States including members of the armed forces living in civilian
housing units in November 1978.
description: (1) All records contain weights, which must be used in
 any analysis. (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: 10.15468/dl.gjh7q4
title: Occurrence Download

description: A dataset containing 86605 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((119.35396 26.62201,114.57003 23.73621,121.58646 18.98568,137.69233 24.60908,145.72263 37.77856,151.51907 43.39948,147.83391 46.85659,143.09471 47.59926,139.44918 45.33999,133.61632 38.99902,130.69989 35.66657,126.87207 32.95702,119.35396 26.62201))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dryopteris Adans."
 ]
}

 The dataset includes 86605 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072074-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr08208.v1
title: Party Elites in the United States, 1978: Democratic Mid-Term Conference Delegates
title: Version 1

description: This dataset was designed to provide information on the 
 personal and political backgrounds, political attitudes, and relevant 
 behavior of party leaders. Data are presented on delegates to the 1978 
 Democratic Mid-Term Party Conference. Questions focus on the 
 "representativeness" of the party elites who are selected to go to 
 such conferences and also probe for the views of the delegates on a 
 number of important issues related to the "reform" era in the 
 political party and for their opinions on what a national party is and 
 should be. The representation of minorities and females in the process 
 received particular attention as did a comparison of the views of the 
 party professionals. Specific variables include characterization of the 
 respondent's political beliefs on the liberal-conservative scale, 
 length of time the respondent had been active in the Democratic party, 
 and respondent's opinions on minorities in the party, party unity, 
 national- and local-level party strength, party loyalty, and future 
 direction for the party. In addition, data are provided on the 
 respondent's opinions on certain provisions of the party's Charter. 
Demographic characteristics are supplied as well.
description: Questionnaires were mailed to each delegate to the 1978 
 Democratic Mid-Term Party Conference. Those who returned the 
questionnaire constituted the sample.
description: Datasets: 
DS1: Party Elites in the United States, 1978: Democratic Mid-Term Conference Delegates
description: All 1,380 official delegates to the 1978 Democratic 
Mid-Term Party Conference.
description: Certain variables have been recoded by ICPSR to protect 
the anonymity of respondents.
DOI: 10.3886/icpsr08208
title: Party Elites in the United States, 1978: Democratic Mid-Term Conference Delegates
title: Archival Version

description: This dataset was designed to provide information on the 
 personal and political backgrounds, political attitudes, and relevant 
 behavior of party leaders. Data are presented on delegates to the 1978 
 Democratic Mid-Term Party Conference. Questions focus on the 
 "representativeness" of the party elites who are selected to go to 
 such conferences and also probe for the views of the delegates on a 
 number of important issues related to the "reform" era in the 
 political party and for their opinions on what a national party is and 
 should be. The representation of minorities and females in the process 
 received particular attention as did a comparison of the views of the 
 party professionals. Specific variables include characterization of the 
 respondent's political beliefs on the liberal-conservative scale, 
 length of time the respondent had been active in the Democratic party, 
 and respondent's opinions on minorities in the party, party unity, 
 national- and local-level party strength, party loyalty, and future 
 direction for the party. In addition, data are provided on the 
 respondent's opinions on certain provisions of the party's Charter. 
Demographic characteristics are supplied as well.
description: Questionnaires were mailed to each delegate to the 1978 
 Democratic Mid-Term Party Conference. Those who returned the 
questionnaire constituted the sample.
description: Datasets: 
DS1: Party Elites in the United States, 1978: Democratic Mid-Term Conference Delegates
description: All 1,380 official delegates to the 1978 Democratic 
Mid-Term Party Conference.
description: Certain variables have been recoded by ICPSR to protect 
the anonymity of respondents.
DOI: 10.15468/dl.t3q93v
title: Occurrence Download

description: A dataset containing 970 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 Eremomela turneri Someren, 1920",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 970 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072076-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr08127.v1
title: Census of Population and Housing, 1970 [United States]: Summary Statistic File 4B: Population [Fourth Count]
title: Version 1

description: These data from the 20-, 15-, and 5-percent samples of the 1970
Census contain population characteristics such as education, income,
citizenship, and vocational training. These characteristics are reported
for minor civil divisions (MCDs) or census county divisions (CCDs).
ICPSR has data for only 29 states. The
data are in DUALabs, Inc. compressed format and require the use of special
software.
description: Datasets: 
DS0: Study-Level Files
DS1: Illinois
DS2: Iowa
DS3: Kansas
DS4: Missouri
DS5: Minnesota
DS6: Michigan
DS7: Wisconsin
DS8: North Dakota
DS9: South Dakota
DS10: Nebraska
DS11: Arkansas
DS12: Texas
DS13: Oklahoma
DS14: Ohio
DS15: West Virginia
DS16: Indiana
DS17: Alaska
DS18: Hawaii
DS19: California
DS20: Oregon
DS21: Washington
DS22: Arizona
DS23: Nevada
DS24: Utah
DS25: Idaho
DS26: Montana
DS27: Wyoming
DS28: Colorado
DS29: New Mexico
description: All persons and housing units in the United States.
description: The number of cases (MCD/CCDs) varies by state. For the
entire United States, there are approximately 37,500 MCD/CCDs.The codebook
is provided as a Portable Document Format (PDF) File. The PDF
format was developed by Adobe Systems Incorporated and can be accessed with
the Adobe Acrobat Reader. Information on how to obtain a copy of the Acrobat
Reader is provided through the ICPSR Website on the Internet.The codebook
(Part 52) comprises Parts 1 and 2 of the 1970 Census Users' Guide published
by the Bureau of the Census.In the 1970 Census Users' Guide, this data
collection is named "Fourth Count Population Summary Tape, File B."
DOI: 10.3886/icpsr07836.v2
title: Current Population Survey: Annual Demographic File, 1978
title: Version 2

description: This data collection supplies standard monthly labor force
 data as well as supplemental data on work experience, income, and
 migration. Comprehensive information is given on the employment
 status, occupation, and industry of persons 14 years old and
 older. Additional data are available concerning weeks worked and hours
 per week worked, reason not working full-time, total income and income
 components, and residence. Information on demographic characteristics,
 such as age, sex, race, marital status, veteran status, household
 relationship, educational attainment, and Hispanic origin, is
available for each person in the household enumerated.
description: A national probability sample was used in selecting the
housing units. A total of 54,762 households were interviewed.
description: Datasets: 
DS1: Current Population Survey: Annual Demographic File, 1978
description: Persons in the civilian noninstitutional population of the
 United States living in households and members of the armed forces
living in civilian housing in 1978.
description: (1) This hierarchical file contains a total of 282,054
 records and approximately 340 variables. There are 67,900 household
 records, of which 54,762 are interviewed households. There are 41,459
 family records, 785 subfamily records, 191 secondary family records,
 and 155,706 person records. Household records contain approximately 40
 variables, family records contain approximately 80 variables, and
 person records contain approximately 220 variables. (2) All records
contain weights, which must be used in any analysis.
DOI: 10.5281/zenodo.15538125
title: The Million Authors Corpus (MAC)

description: We introduce the Million Authors Corpus (MAC), a novel dataset encompassing contributions from dozens of languages on Wikipedia. It includes only long and contiguous textual chunks taken from Wikipedia edits and links those texts to their authors.

The zipped file contains 60 directories, one per language. Within each directory, we share a csv file with meta-information about the content. This file includes a row-level data per each Wikipedia page we process.

In addition, each folder contains multiple zipped jsonl files with the raw-level content. Each raw in the jsonl file holds 12 fields of the records such as id, timestamp, page, and new_text. The latter is the new text added by the user to the Wikipedia page.

A concise version of the dataset, which was used for training and testing out proposed algorithms can be found in a HuggingFace repository: https://huggingface.co/datasets/Blablablab/MAC

Here are a few examples, taken from the South African language ('za'). We show a subset of the keys that are included per instance :




id
timestamp
user
page
sha1
new_text


99223
2023-01-25T13:12:48Z
{'id': 18564, 'text': 'Laasry'}
{'id': 607, 'title': 'Ikhasi Elikhulu', 'namespace': 1, 'restrictions': []}
bww0jvlrrfvemlf0x5zxx7rkzh0n8jm
[\':"uNomaxhama" should be the format as it is the capitalisation style adopted by lexicography units and...]


11315
2009-01-20T13:43:23Z
{'id': 88, 'text': 'Andre Engels'}
{'id': 794, 'title': 'Uphiko Lwezilimi Kuzwelonke', 'namespace': 0, 'restrictions': []}
80fh22mjubxw556yhbzsr4et3wgpi8f
['Uphiko lweziLimi kuZweIonke (NLS) lugqugquzela futhi lwenza lula ukuxoxisana ngezilimi ezahlukene\...]


65078
2020-08-31T20:55:00Z
{'text': '197.77.175.185'}
{'id': 1031, 'title': 'IsiZulu', 'namespace': 0, 'restrictions': []}
ep8r9ii1jri1zjjpfvj46zpwtdyio2d
['Lolu limi lusukela noma luqanjwe ngowayeyiSilo samabandla onke iNkosi uShaka Zulu\\nLokhu kungenxa yegalelo noma iqhaza alibamba ekubumbeni isizwe esasihlukene...]
DOI: 10.5281/zenodo.15538126
title: The Million Authors Corpus (MAC)

description: We introduce the Million Authors Corpus (MAC), a novel dataset encompassing contributions from dozens of languages on Wikipedia. It includes only long and contiguous textual chunks taken from Wikipedia edits and links those texts to their authors.

The zipped file contains 60 directories, one per language. Within each directory, we share a csv file with meta-information about the content. This file includes a row-level data per each Wikipedia page we process.

In addition, each folder contains multiple zipped jsonl files with the raw-level content. Each raw in the jsonl file holds 12 fields of the records such as id, timestamp, page, and new_text. The latter is the new text added by the user to the Wikipedia page.

A concise version of the dataset, which was used for training and testing out proposed algorithms can be found in a HuggingFace repository: https://huggingface.co/datasets/Blablablab/MAC

Here are a few examples, taken from the South African language ('za'). We show a subset of the keys that are included per instance :




id
timestamp
user
page
sha1
new_text


99223
2023-01-25T13:12:48Z
{'id': 18564, 'text': 'Laasry'}
{'id': 607, 'title': 'Ikhasi Elikhulu', 'namespace': 1, 'restrictions': []}
bww0jvlrrfvemlf0x5zxx7rkzh0n8jm
[\':"uNomaxhama" should be the format as it is the capitalisation style adopted by lexicography units and...]


11315
2009-01-20T13:43:23Z
{'id': 88, 'text': 'Andre Engels'}
{'id': 794, 'title': 'Uphiko Lwezilimi Kuzwelonke', 'namespace': 0, 'restrictions': []}
80fh22mjubxw556yhbzsr4et3wgpi8f
['Uphiko lweziLimi kuZweIonke (NLS) lugqugquzela futhi lwenza lula ukuxoxisana ngezilimi ezahlukene\...]


65078
2020-08-31T20:55:00Z
{'text': '197.77.175.185'}
{'id': 1031, 'title': 'IsiZulu', 'namespace': 0, 'restrictions': []}
ep8r9ii1jri1zjjpfvj46zpwtdyio2d
['Lolu limi lusukela noma luqanjwe ngowayeyiSilo samabandla onke iNkosi uShaka Zulu\\nLokhu kungenxa yegalelo noma iqhaza alibamba ekubumbeni isizwe esasihlukene...]
DOI: 10.15468/dl.nn2egs
title: Occurrence Download

description: A dataset containing 44283 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Picea mariana (Mill.) Britton et al., Pinus banksiana Lamb., Larix laricina (Du Roi) K.Koch, Viburnum edule (Michx.) Raf., Alnus alnobetula (Ehrh.) K.Koch)",
 "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 44283 records from 240 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072078-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh1067445.10fu
title: SH1067445.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1067448.10fu
title: SH1067448.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.