cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/r01ztm
title: Survey of production characteristics and performance of small-scale carp aquaculture systems in Bangladesh

description: This dataset contains information about the production characteristics and socioeconomic performance of small-scale carp aquaculture systems in Bangladesh. The dataset was collected through a structured household survey with 4,540 producers from 54 upazilas (analogous to counties) across Bangladesh. Study upazilas were systematically selected to represent both locations with substantial carp production currently and locations with such future potential. Respondents were randomly selected through carp producer lists in each study upazila. Information about the production characteristics includes farm/pond sizes, fish species, production technologies, feed/seed use, and aquaculture expenditures, among others. Information about the performance includes fish output and sales, as well as household income, poverty and food security, among others. This dataset can be valuable to researchers, practitioners and policy-makers that wish to explore the heterogeneity and differentiation of small-scale aquaculture production systems and the factors affect their performance in Bangladesh and other developing countries.
description: Type: Dataset; Sub-type(s): Socio-Economic Survey Data
DOI: 10.15468/dl.e99gas
title: Occurrence Download

description: A dataset containing 5027 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Chaerophyllum tainturieri)"
 ]
}

 The dataset includes 5027 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004464-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13132732
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.wd7f8x
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crassostrea virginica",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004467-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.arn6c4
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 300",
 "TaxonKey is Tweedia stipitata"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004465-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nzguft
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crassostrea virginica",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004466-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17173858
title: E-Commerce Marketplace Comment Dataset

description: The study employed a large-scale dataset collected in real-time from three major Indonesian e-commerce marketplaces—Tokopedia, Shopee, and Bukalapak—covering the period from January to June 2024. The dataset comprised 2,847,392 customer comments and reviews across 15,847 unique products and 3,241 sellers. Each record included text content, timestamps, seller responses and their timing, sales-rank changes, review helpfulness votes, and competitor sentiment trends. Approximately 98% of the comments were in Indonesian and 2% were mixed Indonesian-English. This comprehensive dataset provided the foundation for sentiment classification using IndoBERT, sentiment velocity calculation, and predictive modeling for early sales forecasting.
DOI: 10.5281/zenodo.17173859
title: E-Commerce Marketplace Comment Dataset

description: The study employed a large-scale dataset collected in real-time from three major Indonesian e-commerce marketplaces—Tokopedia, Shopee, and Bukalapak—covering the period from January to June 2024. The dataset comprised 2,847,392 customer comments and reviews across 15,847 unique products and 3,241 sellers. Each record included text content, timestamps, seller responses and their timing, sales-rank changes, review helpfulness votes, and competitor sentiment trends. Approximately 98% of the comments were in Indonesian and 2% were mixed Indonesian-English. This comprehensive dataset provided the foundation for sentiment classification using IndoBERT, sentiment velocity calculation, and predictive modeling for early sales forecasting.
DOI: 10.15468/dl.23zdrb
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euthalia nara",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004468-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.72merx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crassostrea virginica",
 "Country is Romania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004469-250920141307145/datasets/export for details.
DOI: 10.15468/dl.2a67rq
title: Occurrence Download

description: A dataset containing 5027 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Chaerophyllum tainturieri)"
 ]
}

 The dataset includes 5027 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004470-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rrdpeh
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 300",
 "TaxonKey is Azara dentata"
 ]
}

 The dataset includes 50 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004471-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9tcxnv
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crassostrea virginica",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 38 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004474-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8jswyf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crassostrea virginica",
 "Country is Türkiye",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004473-250920141307145/datasets/export for details.
DOI: 10.15468/dl.gsu6mk
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euthalia omeia",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004475-250920141307145/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.30156457
title: TMF_PA.rar

description: PA forest AGC
DOI: 10.15468/dl.2g56ve
title: Occurrence Download

description: A dataset containing 25419 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 300",
 "TaxonKey is Raphanus raphanistrum"
 ]
}

 The dataset includes 25419 records from 227 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004476-250920141307145/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.30156457.v2
title: TMF_PA.rar

description: PA forest AGC
DOI: 10.6084/m9.figshare.30156457.v1
title: TMF_PA.rar

description: PA forest AGC
DOI: 10.15468/dl.zeevbv
title: Occurrence Download

description: A dataset listing the 4069127 species recorded in GBIF matching the query:
{
 "OccurrenceStatus" : [
 "is Present"
 ]
}

 The dataset's 4069127 records were derived from 76519 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004446-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zws8rm
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Living Specimen)",
 "DatasetKey is one of (iNaturalist Research-grade Observations, Marine Fishes from Archipielago los Roques, Venezuela)",
 "Geometry POLYGON((-97.83982 24.00431,-97.80682 21.22204,-96.091 19.05364,-94.44116 18.24077,-91.66132 18.85273,-90.13676 21.26444,-86.68643 21.4886,-88.53195 16.32886,-87.97382 15.52567,-83.90759 15.60589,-83.81624 11.67794,-82.99538 10.16182,-81.90244 9.1468,-77.13784 8.57849,-75.83105 9.40732,-75.13184 11.26559,-73.52129 11.54865,-71.34351 12.64561,-71.4755 10.77171,-69.56169 11.80716,-65.82397 10.39868,-63.29233 10.51228,-63.22633 11.03092,-63.0958 12.9132,-65.40411 15.52567,-68.70378 16.41391,-71.93745 16.28726,-73.05933 16.22391,-81.57247 18.11538,-83.88224 15.97029,-81.50648 18.17809,-83.07562 20.28916,-86.06002 22.26409,-86.84691 21.56324,-83.6373 24.58937,-84.8409 26.97347,-92.46137 26.47077,-94.83712 24.50509,-97.83982 24.00431))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Isurus oxyrinchus"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004479-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7zxwt9
title: Occurrence Download

description: A dataset containing 317 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 300",
 "TaxonKey is Sophora macrocarpa"
 ]
}

 The dataset includes 317 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004480-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w2zkz9
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euthalia pacifica",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004481-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rvrnhf
title: Occurrence Download

description: A dataset containing 238 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rangia cuneata",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 238 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004482-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dszqgp
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rangia cuneata",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 149 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004483-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t4hnun
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rangia cuneata",
 "Country is Lithuania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 32 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004484-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17173928
title: Ipseity Daily Data

description: At what rate do individuals say they are X?

Begining on 2025-07-08, I surveyed a small random sample of American adults on a daily cadence.  They responded to many items of the form: Does <signifier> describe you today?

The file ipseity-daily-aggregated.csv in this repository contains the aggregated results through 2025-07-28.  The columns are as follows:



signifier - a word, phrase or emoji

yes_count - the number of respondents who answered yes (aggregated all-time).

no_count - the number of respondents who answered no (aggregated all-time).

prevalence_per_10k - an estimate of the prevalence per 10,000.  If we were to survey 10,000 American adults, how many would we expect to respond yes to this signifier?  The number is calculated as yes_count / (yes_count + no_count) * 10,000.

earliest_obs_date - this date represents the first time this particular signifier was ever displayed to a respondent.  Signifiers are chosen with stochasticity from a long list; new signifiers are sometimes added, old signifiers are sometimes deleted, and a signifier may be moved higher or lower in priority for sampling.

latest_obs_date - the date closest to the present date on which signifier was most recently presented to a respondent.


Version created on 2025-09-22 — cumulative data.
DOI: 10.15468/dl.a93mym
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 300",
 "TaxonKey is Astragalus amatus"
 ]
}

 The dataset includes 120 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004485-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/f4c919cf-1b88-4f3f-b793-60dad3986ec5
title: Data underlying the Master’s thesis: “Wat versta jij onder duurzaam?” – A study on sustainability interpretations in Technasium education

description: Een onderzoek naar de invloed van gerichte instructies op de implementatie van duurzaamheid in de programma's van eisen van brugklas Technasiumleerlingen (binnen het Nederlands schoolsysteem).
DOI: 10.4121/f4c919cf-1b88-4f3f-b793-60dad3986ec5.v1
title: Data underlying the Master’s thesis: “Wat versta jij onder duurzaam?” – A study on sustainability interpretations in Technasium education

description: Een onderzoek naar de invloed van gerichte instructies op de implementatie van duurzaamheid in de programma's van eisen van brugklas Technasiumleerlingen (binnen het Nederlands schoolsysteem).
DOI: 10.15468/dl.hgey65
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 300",
 "TaxonKey is Azara serrata"
 ]
}

 The dataset includes 77 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004486-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xbe5nh
title: Occurrence Download

description: A dataset containing 676 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rangia cuneata",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 676 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004489-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z9s4bb
title: Occurrence Download

description: A dataset containing 176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rangia cuneata",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 176 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004490-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jbyrtf
title: Occurrence Download

description: A dataset containing 797 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Glossina palpalis"
 ]
}

 The dataset includes 797 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004487-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qw2y4g
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euthalia strephon",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004488-250920141307145/datasets/export for details.
DOI: 10.15468/dl.uhugaa
title: Occurrence Download

description: A dataset containing 943 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rangia cuneata",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 943 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004491-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dwmhge
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 300",
 "TaxonKey is Loasa tricolor"
 ]
}

 The dataset includes 201 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004492-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kqyzbr
title: Occurrence Download

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

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004493-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7k2pqj
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 300",
 "TaxonKey is Nothofagus glauca"
 ]
}

 The dataset includes 110 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004495-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s8skwb
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euthalia khama",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004496-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c8nsuj
title: Occurrence Download

description: A dataset containing 165 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 300",
 "TaxonKey is Colletia hystrix"
 ]
}

 The dataset includes 165 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004497-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sj9n99
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mercenaria mercenaria",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004498-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wbpfne
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mercenaria mercenaria",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004499-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.