cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.31379011.v1
title: Coherence Threshold Behaviour Under Perturbation: Empirical Demonstration Using a Minimal Interpretive Model

description: This dataset contains the empirical results, code, and documentation for a minimal computational experiment evaluating how coherence changes under increasing perturbation noise. The experiment provides a concrete demonstration of the threshold behaviour described in the Lattice Coherence Theorem, where coherence collapses sharply once perturbation exceeds a system’s capacity to maintain internal alignment.A simple interpretive-driven model was used to generate a sequence of internal activation states. Noise was injected at controlled levels between 0.0 and 1.0, and coherence was quantified using mean cosine similarity across activations. The resulting data reveal a clear threshold structure: high coherence at low perturbation, followed by a rapid drop as noise surpasses a critical range. This pattern aligns with theoretical predictions that coherence emerges when interpretive stability dominates perturbation, and collapses when perturbation load becomes excessive.This dataset includes:<br>coherence_vs_noise.csv — recorded noise levels and corresponding coherence valuesboids_threshold_experiment.ipynb — full code for simulation, CSV generation, and plottingmethods.txt — detailed methodological description and reproducibility notesREADME.txt — overview, context, and usage instructionsPlot images — visualizations of the coherence decline and threshold behaviour<br>Together, these files provide a fully reproducible pipeline demonstrating threshold-driven coherence transitions in adaptive systems. The dataset is suitable for validation, re-analysis, or incorporation into theoretical work on coherence, emergence, synchrony, or perturbation dynamics.
DOI: 10.5281/zenodo.18655475
title: Pyricularia oryzae PRJNA302732
DOI: 10.15468/dl.c9xwbd
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-87.52237 -36.71281,-62.21839 -36.71281,-62.21839 3.71056,-87.52237 3.71056,-87.52237 -36.71281))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Perezia multiflora",
 "Year 1990-2026"
 ]
}

 The dataset includes 83 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032781-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18650817
title: Pyricularia oryzae PRJNA302733
DOI: 10.5281/zenodo.15643041
title: Benzene and Other Hazardous Air Pollutants in Consumer-Grade Natural Gas Leakage in Europe

description: Data and code used in the analysis for the paper "Benzene and Other Hazardous Air Pollutants in Consumer-Grade Natural Gas Leakage in Europe" published in Environmental Research Letters.
DOI: 10.5281/zenodo.15643040
title: Benzene and Other Hazardous Air Pollutants in Consumer-Grade Natural Gas Leakage in Europe

description: Data and code used in the analysis for the paper "Benzene and Other Hazardous Air Pollutants in Consumer-Grade Natural Gas Leakage in Europe" published in Environmental Research Letters.
DOI: 10.15468/dl.2x6heu
title: Occurrence Download

description: A dataset containing 644 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is ITA.5_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Rallus aquaticus",
 "Year 2021-2026"
 ]
}

 The dataset includes 644 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032782-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18646961
title: Pyricularia oryzae PRJNA302729
DOI: 10.5281/zenodo.18643821
title: Pyricularia oryzae PRJNA302736
DOI: 10.15468/dl.trquwx
title: Occurrence Download

description: A dataset containing 22628 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Conirostrum sitticolor",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2026",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22628 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032783-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s9bcd7
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Smicridea flinti",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032784-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18643119
title: Pyricularia oryzae PRJNA302746
DOI: 10.5281/zenodo.18637931
title: Pyricularia oryzae PRJNA227170
DOI: 10.25345/c5s756z9b
title: MassIVE MSV000100921 - Autocatalytic Tyrosine Sulfation of Mammalian Tyrosylprotein Sulfotransferases
title: Tyrosine (Tyr)-O-sulfation is a post-translational modification (PTM) in eukaryotes catalyzed by tyrosylprotein sulfotransferases TPST-1 and TPST-2, membrane-bound enzymes localized to the trans-Golgi network. Sulfation occurs during protein trafficking to the cell surface or secretion and is implicated in diverse biological processes. Despite its importance, Tyr sulfation remains an understudied PTM, primarily due to analytical limitations, and has only recently become accessible through advanced proteomic approaches. This study aims to systematically examine TPST-1 and TPST-2 Tyr sulfation.
DOI: 10.15468/dl.u4mser
title: Occurrence Download

description: A dataset containing 584620 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acipenser fulvescens",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 584620 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032752-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18637852
title: Pyricularia oryzae PRJNA330763
DOI: 10.15468/dl.d2a7et
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-61.51177 -38.89766,-43.5943 -38.89766,-43.5943 -22.39771,-61.51177 -22.39771,-61.51177 -38.89766))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Perezia multiflora",
 "Year 1990-2026"
 ]
}

 The dataset includes 35 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032785-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18637787
title: Pyricularia oryzae PRJNA302750
DOI: 10.15468/dl.pe9peg
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Smicridea gladiator",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 34 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032787-260208012135463/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/14902590
title: Market Prices of Commodities in South Tangerang
DOI: 10.5281/zenodo.18596251
title: Assembled_genome
DOI: 10.15468/dl.3dnpm4
title: Occurrence Download

description: A dataset containing 2636 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Anhima cornuta",
 "Year 2016-2026"
 ]
}

 The dataset includes 2636 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032788-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hb4fry
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bos taurus taurus"
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032789-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u64fdh
title: Occurrence Download

description: A dataset containing 6838 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Observation)",
 "Country is United States of America",
 "Geometry POLYGON((-114.66712 37.34169,-108.70001 37.34169,-108.70001 42.07898,-114.66712 42.07898,-114.66712 37.34169))",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Reptilia, Amphibia)"
 ]
}

 The dataset includes 6838 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032790-260208012135463/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/14902596
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.18716295
title: CarGurus.com US Vehicle Listings Dataset

description: Daily sample of U.S. used car listings from CarGurus.com with deal ratings, vehicle specs, mileage, dealer info, and market positioning data.

Full Dataset

This is a sample of the CarGurus.com US Vehicle Listings Dataset published by 
Rebrowser. 
The full dataset is updated daily.

Browse, filter, and export the complete dataset at 
https://rebrowser.net/products/datasets/carguruscom.

Entities in this dataset



Car Listings — Sample of U.S. CarGurus.com vehicle listings with deal ratings, specs, mileage, dealer ratings, and seller locations.


Links



Full CarGurus.com US Vehicle Listings Dataset dataset on Rebrowser

All Rebrowser datasets

Free datasets for academic research

Pricing & plans

Contact us


Last updated: 2026-02-20 · 30,000 rows in this sample
description: Published by Rebrowser (https://rebrowser.net). This is a free sample — the full dataset is available at https://rebrowser.net/products/datasets/carguruscom. Free for research and non-commercial use with attribution. For commercial use, see https://rebrowser.net/pricing.
DOI: 10.15468/dl.2nuzdk
title: Occurrence Download

description: A dataset containing 5888 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hesperomyces harmoniae"
 ]
}

 The dataset includes 5888 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032791-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tz2mkh
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Smicridea helenae",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032792-260208012135463/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.31379014
title: WEI 2026 - Hexágono da Didática - Dados Brutos

description: WEI 2026 - Hexágono da Didática - Dados Brutos
DOI: 10.6084/m9.figshare.31379014.v1
title: WEI 2026 - Hexágono da Didática - Dados Brutos

description: WEI 2026 - Hexágono da Didática - Dados Brutos
DOI: 10.5281/zenodo.18630712
title: Integrated Datasets for analyses on potentially hazardous locations for women in Valencia, Dublin, San Francisco, and Toluca

description: This dataset provides a compilation of the data used to analyze and identify potentially dangerousplaces for women. Multiple data collection techniques, including official data downloads, webscraping, and participatory mapping, were combined for integration, applying specific processing.The datasets refer to four cities: Valencia (Spain), Dublin (Ireland), San Francisco (United States),and Toluca (Mexico).Depending on the availability and context of each city, the datasets are classified into threecategories: DATA, TWT, and MAP. The DATA prefix refers to files containing the results of theanalysis of socioeconomic variables downloaded from official sources; for the mapping, thestandard territorial unit was a 25x25 m grid for Valencia and 50x50 m for Dublin and San Francisco.The files with the prefix TWT are composed of datasets containing tweets collected through webscraping and analyzed using natural language processing (NLP) algorithms and neural networks;the purpose is to identify and classify tweets related to gender violence, feelings of fear, orperceptions of insecurity. For MAP files, participants gathered them through participatorymapping processes, using specific calls to public space users and a supporting web applicationdesigned for this purpose. The files with the prefix POL contain datasets used for crime prediction based on crime density for the city of Valencia.
DOI: 10.5281/zenodo.13892006
title: Integrated Datasets for analyses on potentially hazardous locations for women in Valencia, Dublin, San Francisco, and Toluca

description: This dataset provides a compilation of the data used to analyze and identify potentially dangerousplaces for women. Multiple data collection techniques, including official data downloads, webscraping, and participatory mapping, were combined for integration, applying specific processing.The datasets refer to four cities: Valencia (Spain), Dublin (Ireland), San Francisco (United States),and Toluca (Mexico).Depending on the availability and context of each city, the datasets are classified into threecategories: DATA, TWT, and MAP. The DATA prefix refers to files containing the results of theanalysis of socioeconomic variables downloaded from official sources; for the mapping, thestandard territorial unit was a 25x25 m grid for Valencia and 50x50 m for Dublin and San Francisco.The files with the prefix TWT are composed of datasets containing tweets collected through webscraping and analyzed using natural language processing (NLP) algorithms and neural networks;the purpose is to identify and classify tweets related to gender violence, feelings of fear, orperceptions of insecurity. For MAP files, participants gathered them through participatorymapping processes, using specific calls to public space users and a supporting web applicationdesigned for this purpose. The files with the prefix POL contain datasets used for crime prediction based on crime density for the city of Valencia.
DOI: 10.15468/dl.6ntdgm
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Etheostoma obama",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 64 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032795-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6yrheb
title: Occurrence Download

description: A dataset containing 24979 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pinus leiophylla, Pinus hartwegii, Pinus montezumae, Pinus pseudostrobus, Pinus devoniana, Pinus teocote, Pinus oocarpa, Pinus ayacahuite, Pinus pringlei, Pinus durangensis, Pinus engelmannii, Pinus lawsonii, Quercus laurina, Quercus magnoliifolia, Quercus candicans, Quercus crassifolia, Quercus rugosa, Quercus crassipes, Quercus urbani, Quercus microphylla, Quercus castanea, Quercus laeta, Quercus mexicana, Quercus glaucoides, Quercus scytophylla, Byrsonima, Curatella, Quercus aristata, Quercus elliptica, Quercus planipocula, Quercus obtusata, Quercus viminea, Quercus gentryi, Pinus lumholtzii, Pinus leiophylla, Pinus teocote, Pinus engelmannii, Pinus michoacana, Pinus oocarpa, Juniperus flaccida, Quercus conspersa, Quercus peduncularis, Quercus acutifolia, Quercus salicifolia, Quercus glaucescens, Pinus cembroides, Cupressus, Quercus coccolobifolia, Juniperus deppeana, Pinus strobiformis, Quercus jonesii, Arbutus arizonica, Arbutus tessellata, Arbutus xalapensis, Arctostaphylos pungens, Comarostaphylis glaucescens, Comarostaphylis polifolia, Helianthemum glomeratum, Painteria leptophylla, Quercus convallata, Quercus deserticola, Quercus grisea, Quercus laxa, Quercus martinezii, Quercus potosina, Quercus resinosa, Quercus splendens, Quercus conzattii, Quercus cualensis, Quercus eduardi, Quercus fulva, Quercus hypoleucoides, Quercus iltisii, Quercus mcvaughii, Quercus nixoniana, Quercus praineana, Quercus radiata, Quercus sideroxyla, Quercus tuitensis, Quercus uxoris, Quercus chihuahuensis, Quercus depressipes, Quercus praeco, Quercus subspathulata, Arctostaphylos pungens, Abies durangensis, Pinus rudis, Pinus maximinoi, Pinus douglasiana, Pinus herrerai, Clethra mexicana, Acacia angustissima)",
 "DecimalLongitude is greater than or equal to -106.1491851",
 "DecimalLongitude is less than or equal to -99.6811423",
 "DecimalLatitude is greater than or equal to 17.5535019",
 "DecimalLatitude is less than or equal to 23.4456845",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970"
 ]
}

 The dataset includes 24979 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032796-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25824/redu/vomity
title: Replication data for: Methylglyoxal reductase (MGR) phylogenomic analyses

description: Nucleotide data, phylogeny, and alignments used in the evolutionary analyses of MGR enzymes
DOI: 10.15468/dl.agqx7g
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Smicridea marua",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032797-260208012135463/datasets/export for details.
DOI: 10.25549/whittington-ouc11399go8z
title: Dick Whittington Photography Collection, 1924-1987

description: The "Dick" Whittington Studio was the largest and finest photography studio in the Los Angeles area from 1924 to 1987. Specializing in commercial photography, the Whittington Studio took photographs for nearly every major business and organization in Los Angeles; in so doing, they documented the growth and commercial development of Los Angeles. Clients included Max Factor, the Broadway, Bullock's, and May Co. department stores, the California Fruit Growers Association, Signal Oil, Shell Oil, Union Oil, Van de Kamp's bakeries, Forest Lawn, Sparkletts Water, CBS, Don Lee Television, Goodyear Tire and Rubber, real estate developers, construction companies, automobile, aircraft, and railroad companies, and drive-in theaters. Another notable client was the University of Southern California, which contracted with the Whittington Studios for coverage of athletic and other events. The collection consists primarily of roughly 500,000 negatives; the rest are photoprints. Supporters The collection is only partially digitized, but thanks to the generous help of the National Endowment for the Humanities (NEH) and the National Historical Publications and Records Commission (NHPRC), the USC Libraries has digitized 76,645 at-risk negatives in obsolete formats from the 1920s to 1940s.
DOI: 10.15468/dl.ngzmqp
title: Occurrence Download

description: A dataset containing 190 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Brunei Darussalam, Cambodia, Indonesia, Lao People’s Democratic Republic, Myanmar, Malaysia, Philippines, Viet Nam, Thailand, Timor-Leste, Singapore)",
 "TaxonKey is Bubalus depressicornis"
 ]
}

 The dataset includes 190 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019404-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whittington-ouc11399f1fk
title: Dick Whittington Photography Collection, 1924-1987

description: The "Dick" Whittington Studio was the largest and finest photography studio in the Los Angeles area from 1924 to 1987. Specializing in commercial photography, the Whittington Studio took photographs for nearly every major business and organization in Los Angeles; in so doing, they documented the growth and commercial development of Los Angeles. Clients included Max Factor, the Broadway, Bullock's, and May Co. department stores, the California Fruit Growers Association, Signal Oil, Shell Oil, Union Oil, Van de Kamp's bakeries, Forest Lawn, Sparkletts Water, CBS, Don Lee Television, Goodyear Tire and Rubber, real estate developers, construction companies, automobile, aircraft, and railroad companies, and drive-in theaters. Another notable client was the University of Southern California, which contracted with the Whittington Studios for coverage of athletic and other events. The collection consists primarily of roughly 500,000 negatives; the rest are photoprints. Supporters The collection is only partially digitized, but thanks to the generous help of the National Endowment for the Humanities (NEH) and the National Historical Publications and Records Commission (NHPRC), the USC Libraries has digitized 76,645 at-risk negatives in obsolete formats from the 1920s to 1940s.
DOI: 10.25549/whittington-ouc113765730
title: Portraits for Gough Industries, Los Angeles, Calif., 1945

description: 11 photographic portraits for Gough Industries, Los Angeles, California, 24 January 1945. Client: Gough Industries. Agency: Noble Advertising Company (827 East 1st Street). Operator: Cross.
DOI: 10.25549/whittington-ouc113765817
title: L.A. Women's School of Advertising, Calif., 1945

description: 4 photographs of publicity for the Los Angeles Women's School of Advertising, Los Angeles, California, 24 January 1945. Client: Los Angeles Women's School of Advertising (Miss Muriel Wilson, care of Graphic Arts Service, suite 25, 672 South Lafayette Park Place). Operator: Brown. "What puts an ad... out front?"