cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/icpsr02044.v2
title: Higher Education General Information Survey (HEGIS) IX: Institutional Characteristics, 1974-1975
title: Version 2

description: The Higher Education General Information Survey (HEGIS)
 series was designed to provide comprehensive information on various
 aspects of postsecondary education in the United States and its
 territories (American Samoa, Guam, Puerto Rico, the Virgin Islands,
 and the Marshall Islands) and Department of Defense schools outside
 the United States. Data are available for both public and private
 two-year and four-year institutions. The HEGIS Institutional
 Characteristics component for 1974-1975 sought data on basic
 characteristics from institutions of higher education. The data cover
 information on name, address, and telephone number of the institution
 as well as information about accreditations, state and city
 demographics, calendar system, program types, enrollment figures,
 administrative officers, student services, tuition and fees, room and
 board, and institutional eligibility for student financial aid
programs.
description: Datasets: 
DS1: Higher Education General Information Survey (HEGIS) IX: Institutional Characteristics, 1974-1975
description: All postsecondary institutions in operation during
 1974-1975 in the United States and its territories (American Samoa,
 Guam, Puerto Rico, the Virgin Islands, and the Marshall Islands) and
Department of Defense schools outside of the United States.
description: self-enumerated questionnaireThe original data received from NCES was a
 hierarchical data file with multiple records per case. The data have
 been reformatted into a rectangular file with one record per case, in
 order to be compatible with the current statistical software
packages.
DOI: 10.3886/icpsr02130.v1
title: Elementary and Secondary General Information System (ELSEGIS): Public School District Universe Data, 1978-1979
title: Version 1

description: This dataset contains records for each public elementary
 and secondary school in the 50 states, the District of Columbia, and
 outlying areas (American Samoa, Guam, Puerto Rico, the Virgin
 Islands, and the Marshall Islands) in fall 1978. The project
 permits the educational community to draw statistically valid samples 
 from which state or national estimates can be made and also provides 
 a mailing list of school systems. Significant variables include name,
 address, county, grade span, size of system, number of schools, and
Standard Metropolitan Statistical Area (SMSA) designation.
description: Datasets: 
DS1: Elementary and Secondary General Information System (ELSEGIS): Public School District Universe Data, 1978-1979
description: All public elementary and secondary education agencies in
 the 50 states, the District of Columbia, and United States territories
 (American Samoa, Guam, Puerto Rico, the Virgin Islands, and the
Marshall Islands) during 1978-1979.
description: 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 on the ICPSR
Web site.
DOI: 10.3886/icpsr02130
title: Elementary and Secondary General Information System (ELSEGIS): Public School District Universe Data, 1978-1979
title: Archival Version

description: This dataset contains records for each public elementary
 and secondary school in the 50 states, the District of Columbia, and
 outlying areas (American Samoa, Guam, Puerto Rico, the Virgin
 Islands, and the Marshall Islands) in fall 1978. The project
 permits the educational community to draw statistically valid samples 
 from which state or national estimates can be made and also provides 
 a mailing list of school systems. Significant variables include name,
 address, county, grade span, size of system, number of schools, and
Standard Metropolitan Statistical Area (SMSA) designation.
description: Datasets: 
DS1: Elementary and Secondary General Information System (ELSEGIS): Public School District Universe Data, 1978-1979
description: All public elementary and secondary education agencies in
 the 50 states, the District of Columbia, and United States territories
 (American Samoa, Guam, Puerto Rico, the Virgin Islands, and the
Marshall Islands) during 1978-1979.
description: 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 on the ICPSR
Web site.
DOI: 10.3886/icpsr02129.v1
title: Elementary and Secondary General Information System (ELSEGIS): Public School District Universe Data, 1977-1978
title: Version 1

description: This dataset contains records for each public elementary
 and secondary school in the 50 states, the District of Columbia, and
 outlying areas (American Samoa, Guam, Puerto Rico, the Virgin
 Islands, and the Marshall Islands) in fall 1977. The data provide
 information on name, address, county, and district of the school,
 programs offered, and numbers of pupils and teachers by organizational
 level of government control. School-by-school data were obtained
 through various procedures chosen by the state education agencies from
options established by the National Center for Education Statistics.
description: Datasets: 
DS1: Elementary and Secondary General Information System (ELSEGIS): Public School District Universe Data, 1977-1978
description: All public elementary and secondary education agencies in
 the 50 states, the District of Columbia, and United States territories
 (American Samoa, Guam, Puerto Rico, the Virgin Islands, and the
Marshall Islands) during 1977-1978.
description: 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 on the ICPSR
Web site.
DOI: 10.3886/icpsr02129
title: Elementary and Secondary General Information System (ELSEGIS): Public School District Universe Data, 1977-1978
title: Archival Version

description: This dataset contains records for each public elementary
 and secondary school in the 50 states, the District of Columbia, and
 outlying areas (American Samoa, Guam, Puerto Rico, the Virgin
 Islands, and the Marshall Islands) in fall 1977. The data provide
 information on name, address, county, and district of the school,
 programs offered, and numbers of pupils and teachers by organizational
 level of government control. School-by-school data were obtained
 through various procedures chosen by the state education agencies from
options established by the National Center for Education Statistics.
description: Datasets: 
DS1: Elementary and Secondary General Information System (ELSEGIS): Public School District Universe Data, 1977-1978
description: All public elementary and secondary education agencies in
 the 50 states, the District of Columbia, and United States territories
 (American Samoa, Guam, Puerto Rico, the Virgin Islands, and the
Marshall Islands) during 1977-1978.
description: 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 on the ICPSR
Web site.
DOI: 10.17632/9djjvxgb9t
title: 2018 Tropical IO

description: Data collected in tropical IO in spring, 2018
DOI: 10.5065/an6t-rp21
title: ICARUS Chamber Experiment: Jimenez Lab_20180313_1-DECANOL/Methyl nitrite/nitric oxide_Hydroxyl radical_DOS_415.6_ug/m3_DOS1

description: Goals: Fast burst photooxidation of alkanols (high-NOx). Gas-aerosol-wall partitioning kinetics. Determine accommodation coefficient (alpha) and effective volatility under differing seed aerosol types (differing phase and polarities, inorganic/organic, humid/dry, standards/SOA).Summary: Alkanols, Methyl nitrite, NO, and particle seed added to chamber, UV lights turned on for 10 sec, multifunctional products formed. In most experiments in this experimental set, 10-second UV light/photochemistry burst repeated a few times. SMPS measurements of particle size distributions were conducted to determine particle formation, surface area and condensational sink rate coefficients. Particle-phase chemical species were measured with EESI-MS.Organization: Jimenez Lab Lab Affiliation: University of Colorado, Boulder Chamber: 1-White (1W)Experiment Category: Volatility and partitioning Oxidant: Hydroxyl radical Reactants: 1-DECANOL, Methyl nitrite, nitric oxide Reaction Type: Photooxidation Relative Humidity: less than 1 Temperature: 25 Seed Name: DOS
DOI: 10.17632/9djjvxgb9t.1
title: 2018 Tropical IO

description: Data collected in tropical IO in spring, 2018
DOI: 10.3886/icpsr02107.v1
title: Higher Education General Information Survey (HEGIS) XVIII: Financial Statistics of Institutions of Higher Education for Fiscal Year 1983
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. A component of the HEGIS XVIII survey package, this
 data collection furnishes final finance data for 3,325 colleges and
 universities and their branches throughout the United States. The
 final edited file contains a sample of 3,287 institutions, of which
 386 have been imputed. The data serve as a basis for making decisions
 concerning the extent of involvement of the nation in postsecondary
 education, as well as provide a perspective on current trends in
 education. This file contains final, edited data for 91 percent of
 these institutions and estimates for the remaining 9 percent. The data
 are in an institution-by-institution format and include current funds
 revenues by source, current funds expenditures by function, physical
 plant assets, indebtedness on physical plant, endowment assets, and
change in fund balances.
description: Datasets: 
DS1: Higher Education General Information Survey (HEGIS) XVIII: Financial Statistics of Institutions of Higher Education for Fiscal Year 1983
description: All postsecondary institutions operating during 1983 in
 the United States and its territories (American Samoa, Guam, Puerto
 Rico, the Virgin Islands, and the Marshall Islands) and Department of
Defense schools outside of the United States.
description: self-enumerated questionnairesThe items in Part G of the survey form require input
 from publicly controlled institutions. However, these data were not
 entered into the HEGIS XVIII Financial Database, but were used by the
 Bureau of Census, U.S. Department of Commerce. No data are published
 or otherwise released containing personally identifiable data on any
individual.
DOI: 10.5281/zenodo.15730763
title: 3D Object Detection

description: Lidar data for 3D object detection testing.
DOI: 10.5281/zenodo.15730488
title: Cross-Platform Social Media and Agent Performance Dataset of Baylink (2020-2024)

description: Cross-Platform Social Media and Agent Performance Dataset of Baylink (2020-2024)

Description

This dataset comprises 5,435 samples of unstructured textual data collected from four major platforms—Instagram, Facebook, TikTok, and the Google Play Store—spanning the period from January 1, 2020 to December 31, 2024. The social media and app store data were acquired using automated tools: the Apify API for TikTok, and the google-play-scraper Python module for Google Play. For Instagram and Facebook, public comment data was harvested within ethical scraping boundaries.

Each data point includes:





Comment text (user-generated content)




Timestamp (date of posting)



These raw inputs were aggregated and cleaned using Python scripts, with the primary focus on preserving only the relevant unstructured comment text and its associated date metadata. No personally identifiable information (PII) was retained during collection or processing.

In addition to social media data, the dataset includes annual unstructured records of Baylink agent activities from Indonesian Bank Meratera’s official reports for the same period (2020-2024). These reports were parsed and filtered to retain relevant qualitative insights for further natural language processing or organizational performance analysis.

This dataset might be beneficial for:





Sentiment analysis




Temporal trend analysis




Social media mining




Customer feedback modeling




Comparative behavioral studies between platforms




Institution-specific service monitoring and evaluation (e.g., agent/user feedback modeling)



Sources





Instagram




Facebook




TikTok (via Apify API)




Google Play Store (via google-play-scraper)




Bank's Official Annual Reports (2020–2024)



Temporal Coverage





Start date: January 1, 2020




End date: December 31, 2024



Format





.json, .csv, or .txt (you can specify the actual file type)




UTF-8 encoding




Two fields: comment_text, date



Methodology

All sources were scraped or extracted using automated Python pipelines, and unified in a post-processing stage. The unstructured agent data was manually digitized and semi-automatically parsed using regular expressions and NLP utilities.

License and Usage Restrictions





This dataset is provided strictly for research and academic purposes.




Commercial use or any monetization of the dataset is strictly prohibited.




Redistribution of modified versions must include appropriate attribution to the original source and must maintain the same license and usage terms.



Keywords

Social media, unstructured data, Apify, TikTok, Google Play, comment analysis, customer feedback, natural language processing, text mining, agent performance
DOI: 10.5281/zenodo.15730489
title: Cross-Platform Social Media and Agent Performance Dataset of Baylink (2020-2024)

description: Cross-Platform Social Media and Agent Performance Dataset of Baylink (2020-2024)

Description

This dataset comprises 5,435 samples of unstructured textual data collected from four major platforms—Instagram, Facebook, TikTok, and the Google Play Store—spanning the period from January 1, 2020 to December 31, 2024. The social media and app store data were acquired using automated tools: the Apify API for TikTok, and the google-play-scraper Python module for Google Play. For Instagram and Facebook, public comment data was harvested within ethical scraping boundaries.

Each data point includes:





Comment text (user-generated content)




Timestamp (date of posting)



These raw inputs were aggregated and cleaned using Python scripts, with the primary focus on preserving only the relevant unstructured comment text and its associated date metadata. No personally identifiable information (PII) was retained during collection or processing.

In addition to social media data, the dataset includes annual unstructured records of Baylink agent activities from Indonesian Bank Meratera’s official reports for the same period (2020-2024). These reports were parsed and filtered to retain relevant qualitative insights for further natural language processing or organizational performance analysis.

This dataset might be beneficial for:





Sentiment analysis




Temporal trend analysis




Social media mining




Customer feedback modeling




Comparative behavioral studies between platforms




Institution-specific service monitoring and evaluation (e.g., agent/user feedback modeling)



Sources





Instagram




Facebook




TikTok (via Apify API)




Google Play Store (via google-play-scraper)




Bank's Official Annual Reports (2020–2024)



Temporal Coverage





Start date: January 1, 2020




End date: December 31, 2024



Format





.json, .csv, or .txt (you can specify the actual file type)




UTF-8 encoding




Two fields: comment_text, date



Methodology

All sources were scraped or extracted using automated Python pipelines, and unified in a post-processing stage. The unstructured agent data was manually digitized and semi-automatically parsed using regular expressions and NLP utilities.

License and Usage Restrictions





This dataset is provided strictly for research and academic purposes.




Commercial use or any monetization of the dataset is strictly prohibited.




Redistribution of modified versions must include appropriate attribution to the original source and must maintain the same license and usage terms.



Keywords

Social media, unstructured data, Apify, TikTok, Google Play, comment analysis, customer feedback, natural language processing, text mining, agent performance
DOI: 10.3886/icpsr02102.v1
title: Higher Education General Information Survey (HEGIS) XII: Financial Statistics of Institutions of Higher Education for Fiscal Year Ending 1977
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. A component of the HEGIS XII survey package, this
 data collection furnishes final finance data for 3,073 colleges and
 universities and their branches throughout the United States. The data
 serve as a basis for making decisions concerning the extent of
 involvement of the nation in postsecondary education, as well as
 provide a perspective on current trends in education. The data are in
 an institution-by-institution format and include current funds
 revenues by source, current funds expenditures by function, physical
 plant assets, indebtedness on physical plant, endowment assets, and
change in fund balances.
description: none
description: Datasets: 
DS1: Higher Education General Information Survey (HEGIS) XII: Financial Statistics of Institutions of Higher Education for Fiscal Year Ending 1977
description: All postsecondary institutions operating during 1977 in
 the United States and its territories (American Samoa, Guam, Puerto
 Rico, the Virgin Islands, and the Marshall Islands) and Department of
Defense schools outside of the United States.
description: self-enumerated questionnaires(1) The items in Part G of the survey form require
 input from publicly controlled institutions. However, these data were
 not entered into the HEGIS XII Financial Database, but were used by
 the Bureau of Census, United States Department of Commerce. (2) No
 data are published or otherwise released containing personally
 identifiable data on any individual. (3) For HEGIS XII, data for 174
 institutions were imputed and these data are identified by code "1"
for the imputed variables.
DOI: 10.15468/dl.9cz5b6
title: Occurrence Download

description: A dataset containing 310 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Eubucco versicolor (P.L.S.Müller, 1776)"
 ]
}

 The dataset includes 310 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067232-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr02061.v2
title: Higher Education General Information Survey (HEGIS) VIII: Opening Fall Enrollment in Higher Education, 1973
title: Version 2

description: The Higher Education General Information Survey (HEGIS)
 series was designed to provide comprehensive information on various
 aspects of postsecondary education in the United States and its
 territories (American Samoa, Guam, Puerto Rico, the Virgin Islands,
 and the Marshall Islands) and Department of Defense schools outside
 the United States. The HEGIS Fall Enrollment Component for 1973 sought
 enrollment data from 3,015 institutions of higher education both
 public and nonpublic (2-and 4-year) which is the only survey giving a
 national count of the numbers of students enrolled in these
 institutions. The data collected from the 50 states, District of
 Columbia, and outlying territories give counts of total enrollments by
 class level, sex, race, calendar system, type of accreditation,
 attendance status (full time vs. part time) and enrollments of first
 time students. All of these data are acquired in terms of head counts
and full time equivalents, by state.
description: None
description: Datasets: 
DS1: ""
description: All postsecondary institutions operating during 1973 in
 the United States and its territories (American Samoa, Guam, Puerto
 Rico, the Virgin Islands, and the Marshall Islands) and Department of
Defense schools outside of the United States.
description: self-enumerated questionnairesThe record count for this study is 27,300 and the Fall
 Enrollment Survey forms were mailed to the 3,015 institutions in the
HEGIS Universe.
DOI: 10.3886/icpsr02061
title: Higher Education General Information Survey (HEGIS) VIII: Opening Fall Enrollment in Higher Education, 1973
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. The HEGIS Fall Enrollment Component for 1973 sought
 enrollment data from 3,015 institutions of higher education both
 public and nonpublic (2-and 4-year) which is the only survey giving a
 national count of the numbers of students enrolled in these
 institutions. The data collected from the 50 states, District of
 Columbia, and outlying territories give counts of total enrollments by
 class level, sex, race, calendar system, type of accreditation,
 attendance status (full time vs. part time) and enrollments of first
 time students. All of these data are acquired in terms of head counts
and full time equivalents, by state.
description: None
description: Datasets: 
DS1: ""
description: All postsecondary institutions operating during 1973 in
 the United States and its territories (American Samoa, Guam, Puerto
 Rico, the Virgin Islands, and the Marshall Islands) and Department of
Defense schools outside of the United States.
description: self-enumerated questionnairesThe record count for this study is 27,300 and the Fall
 Enrollment Survey forms were mailed to the 3,015 institutions in the
HEGIS Universe.
DOI: 10.15468/dl.zmrkyk
title: Occurrence Download

description: A dataset containing 27351 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Vitellaria paradoxa C.F.Gaertn."
 ]
}

 The dataset includes 27351 records from 152 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067231-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.