cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6077/j5/amclsa
title: Integrated Postsecondary Education Data System (IPEDS): Fall Enrollment in Postsecondary Institutions, 1995/1996

description: &lt;p&gt;This data collection contains data from the Fall Enrollment (FE) survey, which is conducted annually as part of the National Center for Education Statistics' Integrated Postsecondary Education Data System (IPEDS). This survey collects data on the number of students enrolled in postsecondary institutions in the United States and its outlying areas. All institutions on this file are eligible to participate in Title IV programs (financial aid). The data include information for 8,675 institutions in the 50 states, the District of Columbia, and the outlying areas. The level of detail requested on each survey form depended on the highest level of offering of the institution and accreditation status. The types of data focus on race/ethnicity of student, organized by variables such as attendance status, student level, degree-seeking status, year of study, and major field of study.&lt;/p&gt;
description: Integrated Postsecondary Education Data System (IPEDS): Fall Enrollment in Postsecondary Institutions
DOI: 10.15468/dl.t2hmj8
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polyommatus aroaniensis"
 ]
}

 The dataset includes 89 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014943-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6077/4mew-qa49
title: New York State Vote and Enrollment Data, 1996-2000

description: &lt;p&gt;The data include statewide vote and enrolment data files. This folder contains Election data from New York State's local Boards of Election. The data has been aggregated to the Task Force VTD level for 1996, 1998 and 2000.&lt;/p&gt;
description: collection_notes: These data were downloaded in August 2003 from the New York State Legislative Task Force on Demographic Research and Reapportionment web site.

The site provided limited documentation for these data, and attempts to obtain clarification from Task Force staff were unsuccessful. 

Based on a limited sample, county party enrollment totals do not match tables generated by the New York State Board of Elections reports. For example, Albany 1996 county enrollment figures do not match either the April 1996 or November 1996 totals.
DOI: 10.6077/b3rc-3144
title: Social Capital Community Benchmark Survey, 2000

description: &lt;p&gt;The Survey comprises both a national sample of some 3,000 respondents and community respondents in 42 communities nationwide (across 29 states) covering an additional 26,700 respondents. The survey measures everything from levels of giving blood, to hanging out with friends, to participating in various groups and associations, to levels of trust, to participation in group arts and group sports, to the diversity of our friendship patterns. The release of the dataset for the survey will enable researchers around the country to undertake their own research on these topics.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Please Note&lt;/strong&gt;: This dataset is part of the historical CISER Data Archive Collection and is also available at the Roper Center for Public Opinion Research at &lt;a href="https://doi.org/10.25940/ROPER-31094135"&gt;https://doi.org/10.25940/ROPER-31094135&lt;/a&gt;. We highly recommend using the Roper Center version as they may make this dataset available in multiple data formats in the future.&lt;/p&gt;
description: collection_notes: The national sample (N = 3,003) contains an over-sampling of Black and Hispanic respondents to total at least 500 Blacks and 500 Hispanics in all.

See Table 1 in usmisc2000-soccap.pdf for a listing of the communities covered in the 41 community sample.
DOI: 10.6077/j5/fzk7yl
title: Current Population Survey, March 1989

description: &lt;p&gt;This data collection supplies standard monthly labor force data and also provides supplemental data on work experience, income, noncash benefits, and migration. Comprehensive information is given on the employment status, occupation, and industry of persons 15 years old and older. 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, 1988. This 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. Information on demographic characteristics, such as age, sex, race, household relationship, and Spanish origin, is available for each person in the household enumerated. (Source: ICPSR, retrieved 06/23/2011)&lt;/p&gt;
description: Current Population Survey, March [Annual Demographic Files]
description: collection_notes: The CPS sample is based on the civilian noninstitutional population of the United States. The sample is located in 729 sample areas comprising 1,973 counties and independent cities with coverage in every State and in the District of Columbia.
DOI: 10.6077/fe6a-f789
title: Census 2010 DHC Download Center

description: &lt;p&gt;This page was developed to serve as an alternative to the Census Bureau’s FTP Site for the 2010 Demographic and Housing Demonstration Files. We recommend downloading files from the SF1 Download Center for comparisons. Codes that run on the files in the download center, should also run on files from the SF1 data center.&lt;/p&gt;
description: enhancements: We’ve made some enhancements to the Census 2010 SF1 files available from this page.

We combined all 15 segments (including the geo header) for each state into one file and made it available in four (4) ready-to-use formats –SAS, SPSS, Stata, and CSV (with headers and quoted strings). We also provided setup files for the CSV files in SAS, SPSS, Stata, and R. Each file contains all records (tables/variables) for each individual state and also for all 50 states combined.; 
technical_notes: All files were created in SAS and then exported to SPSS, STATA, and CSV using Stat/Transfer
Stata Users: To open the Stata dataset you need to have Stata/SE or STATA/MP
You are downloading zipped files. Some of these files can be considered big data when unzipped.
To guide you in your analysis, read the following: 2010 Demonstration Data Products Technical Document
For technical questions, clarifications, corrections, comments, and suggestions, please e-mail Florio Arguillas at foa2@cornell.edu.
Questions, comments, feedback related to the data itself should be directed to dcmd.2010.demonstration.data.products@census.gov; 
slug: census-2010-dhc
DOI: 10.6077/bxsc-z534
title: American Community Survey 2015 Download Center

description: &lt;p&gt;The &lt;a href="https://www.census.gov/programs-surveys/acs/"&gt;American Community Survey (ACS)&lt;/a&gt; is an ongoing survey that provides vital information on a yearly basis about our nation and its people. Information from the survey generates data that help determine how more than $400 billion in federal and state funds are distributed each year. Demographic variables include sex, age, relationship, households by type, race, and Hispanic origin. Social characteristics variables include school enrollment, educational attainment, marital status, fertility, grandparents caring for children, veteran status, disability status, residence one year ago, place of birth, United States citizenship status, year of entry, world region of birth of foreign born, language spoken at home, and ancestry. Variables focusing on economic characteristics include employment status, commuting to work, occupation, industry, class of worker, income and benefits, and poverty status. Variables focusing on housing characteristics include occupancy, units in structure, year structure was built, number of rooms, number of bedrooms, housing tenure, year householder moved into unit, vehicles available, house heating fuel, utility costs, occupants per room, housing value, and mortgage status. The American Community Survey is conducted under the authority of Title 13, United States Code, Sections 141 and 193, and response is mandatory.We developed this download center to deliver ready-to-use ACS2015 1-year data sets. We made available FREE full/complete ready-to-use ACS2015 1-year datasets in multiple formats (SAS, SPSS, STATA, CSV) via downloads from the table on this page with no membership or account creation required. The original source CSV files for ACS 2015 1-year PUMS were downloaded from &lt;a href="https://www2.census.gov/programs-surveys/acs/data/pums/2015/1-Year/"&gt;https://www2.census.gov/programs-surveys/acs/data/pums/2015/1-Year/&lt;/a&gt; on October 27, 2016. This download center was built with SAS code which can update the files with newer data as needed.Codebook: &lt;a href="https://www2.census.gov/programs-surveys/acs/tech_docs/pums/data_dict/PUMSDataDict15.pdf"&gt;https://www2.census.gov/programs-surveys/acs/tech_docs/pums/data_dict/PUMSDataDict15.pdf&lt;/a&gt;&lt;/p&gt;
description: slug: american-community-survey-2015
DOI: 10.6077/g0ep-q998
title: Integrated 2020 Redistricting Data (PL94-171)

description: &lt;p&gt;On August 12, 2021, the Census Bureau released the Public Law 94-171 data, also known as Redistricting Data, in four (4) parts per state. Users who want to have the complete redistricting dataset for a state in one file have to integrate these four parts of the Census Bureau files. We've integrated the four parts and made them available in convenient ready-to-use formats -- SAS, SPSS, STATA, and CSV. If desired, we've also made available SAS, STATA, and SPSS programs to read the CSV files, label the variables, and assign variables their correct type (as per the data dictionary), but this is unnecessary with the downloads available here.&lt;/p&gt;
description: enhancements: Labeled the variables in the datasets, assigned the correct variable types as per the data dictionary, and integrated the four-part redistricting dataset into one.; 
technical_notes: To create these datasets, we've updated then used the SAS program file provided by the Census Bureau to read the files. The update included assigning the correct variable type (following the data dictionary) and labeling the variables. 

The updated SAS program was then used to create SAS, SPSS, STATA, and CSV datasets. SAS, STATA, and SPSS programs were created to read the CSV files, label variables, and assign variables their correct type (as per the data dictionary).

Please contact Florio Arguillas, foa2@cornell.edu, for any questions or comments, or if you noticed anything that may need to be reviewed.; 
slug: census-2020-pl94171
DOI: 10.15468/dl.e43u8x
title: Occurrence Download

description: A dataset containing 488 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polyommatus humedasae"
 ]
}

 The dataset includes 488 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014944-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.at476h
title: Occurrence Download

description: A dataset containing 1379 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polyommatus fabressei"
 ]
}

 The dataset includes 1379 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014945-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2bhrsq
title: Occurrence Download

description: A dataset containing 212 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 {
 "and" : [
 "StateProvince is one of (Oklahoma)",
 "InstitutionCode is one of (OMNH)",
 "TaxonKey is one of (Thamnophis sirtalis [GBIF Backbone Taxonomy])"
 ]
 }
 ]
}

 The dataset includes 212 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014946-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ykjr5r
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polyommatus nephohiptamenos"
 ]
}

 The dataset includes 48 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014947-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s99yb5
title: Occurrence Download

description: A dataset containing 707 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Opuntia cochenillifera"
 ]
}

 The dataset includes 707 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014948-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31272049
title: Species diversity of Clitocybaceae from Shanxi Province of northern China, with descriptions of seven new species

description: Clitocybaceae, currently recognized in the suborder Tricholomatineae, has undergone significant taxonomic reevaluation through phylogenetic, phylogenomic, and morphological analyses. In this study, we surveyed the species diversity of Clitocybaceae in Shanxi Province, northern China. Phylogenetic analyses were performed using ITS (internal transcribed spacer) and six loci including ITS, 28S (large subunit ribosomal), <i>tef1</i> (translation elongation factor 1-alpha), <i>rpb1</i> (DNA-directed RNA polymerase II largest subunit 1), <i>rpb2</i> (second largest subunit of RNA polymerase II), and <i>atp6</i> (adenosine triphosphate [ATP] synthase subunit 6). Comprehensive phylogenetic analyses revealed 20 Clitocybaceae species from our collections, which are distributed in four genera, i.e. <i>Collybia, Lepista, Pseudolyophyllu.m</i>, and <i>Singerocybe</i>. Combined with morphological characteristics, 13 of them were identified as known species and seven were described and illustrated as new species in this paper. These findings significantly contribute to our understanding of Clitocybaceae diversity and taxonomy in northern China.
DOI: 10.6084/m9.figshare.31272049.v1
title: Species diversity of Clitocybaceae from Shanxi Province of northern China, with descriptions of seven new species

description: Clitocybaceae, currently recognized in the suborder Tricholomatineae, has undergone significant taxonomic reevaluation through phylogenetic, phylogenomic, and morphological analyses. In this study, we surveyed the species diversity of Clitocybaceae in Shanxi Province, northern China. Phylogenetic analyses were performed using ITS (internal transcribed spacer) and six loci including ITS, 28S (large subunit ribosomal), <i>tef1</i> (translation elongation factor 1-alpha), <i>rpb1</i> (DNA-directed RNA polymerase II largest subunit 1), <i>rpb2</i> (second largest subunit of RNA polymerase II), and <i>atp6</i> (adenosine triphosphate [ATP] synthase subunit 6). Comprehensive phylogenetic analyses revealed 20 Clitocybaceae species from our collections, which are distributed in four genera, i.e. <i>Collybia, Lepista, Pseudolyophyllu.m</i>, and <i>Singerocybe</i>. Combined with morphological characteristics, 13 of them were identified as known species and seven were described and illustrated as new species in this paper. These findings significantly contribute to our understanding of Clitocybaceae diversity and taxonomy in northern China.
DOI: 10.25934/pr00012609.0
title: Available datapackage for study 'COVID-19 Test At Home Efficacy Sub-Study'

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.15468/dl.amu4j8
title: Occurrence Download

description: A dataset containing 5311 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polyommatus ripartii"
 ]
}

 The dataset includes 5311 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014949-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5067/2l3xgmr047sz
title: TRMM Precipitation Radar Power and Reflectivity L1B 1.5 hours V7 (TRMM_1B21) at GES DISC
DOI: 10.15468/dl.ya529f
title: Occurrence Download

description: A dataset listing the 19 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Inventaires Aéro Biodiversité - BIA - Bastia Poretta-Inventaires Aéro Biodiversité - BIA - Point d'EPOC 3"
 ]
}

 The dataset's 19 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014930-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18112/openneuro.ds007348.v1.0.0
title: SPIO-SWI aging and diabetes rat brain efflux
DOI: 10.15468/dl.kh2b7g
title: Occurrence Download

description: A dataset containing 229 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polyommatus violetae"
 ]
}

 The dataset includes 229 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014950-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qmaems
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polyommatus schuriani"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014951-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gktwke
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polyommatus achaemenes"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014952-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tjxx8y
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polyommatus arasbarani"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014954-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.de34e8
title: Occurrence Download

description: A dataset containing 1264 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polyommatus fulgens"
 ]
}

 The dataset includes 1264 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014957-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zyr28x
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polyommatus ninae"
 ]
}

 The dataset includes 108 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014956-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sdh3yy
title: Occurrence Download

description: A dataset containing 50454 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Eupatorium cannabinum)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 50454 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014915-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jtkbfu
title: Occurrence Download

description: A dataset containing 251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Euphorbia angulata)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 251 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014959-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18195839
title: JsVul: A function-level dataset of vulnerable and fixed source code in JavaScript and TypeScript

description: JsVul is a curated, function-level vulnerability dataset designed for the JavaScript and TypeScript ecosystems. Aggregated from seven major sources (CrossVul, CVEFixes, JS Vulnerability Dataset, OSSF CVE benchmark, SecBench.JS, OSV, and NVD), it supports the training of machine learning models for automated vulnerability detection.

Unlike generic multi-language datasets, JsVul utilizes a language-specific pipeline to ensure high data quality. The curation process includes:



Noise Filtering: Removal of minified code, test files, and non-semantic cosmetic edits.

Syntax Normalization: Application of ESLint and Prettier to standardizes code structure.

Rigorous Deduplication: Multi-stage filtering at the file, commit, and function levels.


Repository ContentsThe repository provides three compressed archives:



merged_data.zip: Raw source code files and JSON metadata for reproducibility.

js_vul.zip: The complete dataset containing ~22,000 labeled functions (Vulnerable/Safe) in chronologically sorted JSON Lines (JSONL) format.

js_vul_pairs_only.zip: A subset containing only matched pairs of pre-fix (vulnerable) and post-fix (safe) functions.


Each JSONL record includes the function body, binary label, and associated metadata (CVE/CWE IDs, commit hash, and publication date).