cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7807/immo:red:wk:v14
title: RWI Real Estate Data - Houses for Rent - (SUF On-site)
title: SUF On-site

description: ImmobilienScout24 is the largest real estate internet platform in Germany. Properties for private as well as commercial use are offered on the website. However, the data only cover residential properties. The dataset covers most characteristics collected on the platform like price, size and characteristics of the housing unit but also automatically generated items like the duration of the advertisement spell. 
description: Sampled Universe: All houses for sale at ImmobilienScout24

Sampling: Full sample
description: Collection Mode: Observation.ComputerBased

description: Unit Type: HousingUnit

Number of Units: 11,281,129
description: RWI-GEO
DOI: 10.15468/dl.66srva
title: Occurrence Download

description: A dataset containing 1687 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Living Specimen)",
 "OccurrenceStatus is Present",
 "TaxonKey is Anopheles daciae"
 ]
}

 The dataset includes 1687 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009901-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18771181
title: Batch Distillation Data for Developing Machine Learning Anomaly Detection Methods

description: This database provides a resource for machine-learning-based anomaly detection (AD) in chemical processes. It includes data from 119 experimental runs on a laboratory-scale batch distillation plant across diverse operating conditions and mixtures, with paired fault-free runs and deliberately induced anomalies. For each experiment, we provide multivariate time-series from sensors and actuators with measurement-uncertainty estimates, complemented by unconventional modalities: online benchtop NMR concentration profiles, image, and audio recordings. Every anomalous experiment is richly documented with extensive metadata and expert annotations. This metadata captures both the presence and causes of anomalies. The data are organized in a structured, ready-to-use format and made freely available to support benchmarking and development of advanced AD methods. By linking anomalies to their underlying causes, the database also enables research on interpretable and explainable machine learning (ML), as well as strategies for anomaly mitigation.
description: Changelog - Version 1.0.2 (from Version 1.0.1)



Added: New column Data_interpolated in modality 03_Batch_Distillation_Plant_M-202210_Timeseries_Sensor_Uncertainties, indicating whether each time point in the sensor time series is interpolated from surrounding recorded values.

Added: Example subset (all modalities for one selected experiment) to support pipeline exploration/debugging and demonstrations.

Added: Link to the Git repository, including the source code for the process control system.
DOI: 10.5281/zenodo.17395543
title: Batch Distillation Data for Developing Machine Learning Anomaly Detection Methods

description: This database provides a resource for machine-learning-based anomaly detection (AD) in chemical processes. It includes data from 119 experimental runs on a laboratory-scale batch distillation plant across diverse operating conditions and mixtures, with paired fault-free runs and deliberately induced anomalies. For each experiment, we provide multivariate time-series from sensors and actuators with measurement-uncertainty estimates, complemented by unconventional modalities: online benchtop NMR concentration profiles, image, and audio recordings. Every anomalous experiment is richly documented with extensive metadata and expert annotations. This metadata captures both the presence and causes of anomalies. The data are organized in a structured, ready-to-use format and made freely available to support benchmarking and development of advanced AD methods. By linking anomalies to their underlying causes, the database also enables research on interpretable and explainable machine learning (ML), as well as strategies for anomaly mitigation.
description: Changelog - Version 1.0.2 (from Version 1.0.1)



Added: New column Data_interpolated in modality 03_Batch_Distillation_Plant_M-202210_Timeseries_Sensor_Uncertainties, indicating whether each time point in the sensor time series is interpolated from surrounding recorded values.

Added: Example subset (all modalities for one selected experiment) to support pipeline exploration/debugging and demonstrations.

Added: Link to the Git repository, including the source code for the process control system.
DOI: 10.17870/bathspa.31347832
title: Concerto, Viola concerto in F major, Berkeley Ms 786, ff. 1r-13r, score, mvt 1, Allegro moderato

description: Berkeley, California (Berkeley MS 786, ff. 1r-26r, mvt. 1, ff.1r-13r), score in 8 parts: 'viola principala; violino primo; violino secondo, violino prima ripieno obligato, violino secondo ripieno obligato, alto viola, violincello obligato, contra basso, cembalo, e basso ripieno'. Dated 'London Octob: 1759.'
DOI: 10.17870/bathspa.31347832.v1
title: Viola Concerto in F major, Berk 786, mvt 1

description: Berkeley, California
DOI: 10.17870/bathspa.31347832.v2
title: Concerto, Viola concerto in F major, Berkeley Ms 786, ff. 1r-13r, score, mvt 1, Allegro moderato

description: Berkeley, California (Berkeley MS 786, ff. 1r-26r, mvt. 1, ff.1r-13r), score in 8 parts: 'viola principala; violino primo; violino secondo, violino prima ripieno obligato, violino secondo ripieno obligato, alto viola, violincello obligato, contra basso, cembalo, e basso ripieno'. Dated 'London Octob: 1759.'
DOI: 10.17870/bathspa.31347841
title: Concerto, Viola concerto in F major, Berkeley MS 786, ff. 13r-17r, score only, mvt 2, Adagio

description: Berkeley, California (Berkeley MS 786, ff. 1r-26r, mvt. 2, ff.13r-17r), score in 8 parts: 'viola principala; violino primo; violino secondo, violino prima ripieno obligato, violino secondo ripieno obligato, alto viola, violincello obligato, contra basso, cembalo, e basso ripieno'. Dated 'London Octob: 1759.
DOI: 10.17870/bathspa.31347841.v2
title: Concerto, Viola concerto in F major, Berkeley MS 786, ff. 13r-17r, score only, mvt 2, Adagio

description: Berkeley, California (Berkeley MS 786, ff. 1r-26r, mvt. 2, ff.13r-17r), score in 8 parts: 'viola principala; violino primo; violino secondo, violino prima ripieno obligato, violino secondo ripieno obligato, alto viola, violincello obligato, contra basso, cembalo, e basso ripieno'. Dated 'London Octob: 1759.
DOI: 10.17870/bathspa.31347841.v1
title: Viola Concerto in F major, Berk 786, mvt 2

description: Berkeley, California
DOI: 10.15468/dl.hqkthw
title: Occurrence Download

description: A dataset containing 7491 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Spathiphyllum"
 ]
}

 The dataset includes 7491 records from 312 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009904-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5zqxze
title: Occurrence Download

description: A dataset containing 12127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "Geometry POLYGON((-100.551 36.917,-71.79 36.917,-71.79 49.612,-100.551 49.612,-100.551 36.917))",
 "Year is greater than or equal to 2024",
 "RecordedBy is one of (Dan Lory, danfinnigan, Danglysebben, Danica, Daniel Walchak, Darren Smith, Darryn-Claire, darwinthegreatwhiteshark, David Barr, David Rubin, David Sanderson-Kilchenstein, davidgwells, davidpickett, deamonn, Deborah Hansen, dechiric0, deeeeeeeeeelan, denkazd, Dennis Warwick, derbyslinger, Deryl Nethercott, desod734, devlin61, dexternienhaus, dforgach87, Doc B, Dominic DiGregorio, Donald Davesne, donnanguyen_, Douglas Tate, drake172, Drew, duckyloverz, Dwight Baker, dylanbot, dylansd4, e-diehn, eamonccorbett, Ed O'Connor, edennie, Edward_merks, eecm, egeffros, ehmgee, Eli Weber, Elk (she/he), ellethebirder, elmalloy, emaitken99, emcee747)",
 "TaxonKey is Chordata"
 ]
}

 The dataset includes 12127 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009905-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywnrz3
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Teucrium arisitense"
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009903-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17870/bathspa.31347871
title: Concerto, Oboe Concerto in C major, Berkeley Ms 787, pp. 1-23, score (a) and parts (b-1), mvt 1, Maestoso

description: Berkeley, California (Ms 787, pp. 1-72). Concerto score (a, pp. 1-23) and all parts: b, oboe principalo, ff. 56r-60r; c, violino primo, ff. 61r-62v; d, violino secondo, ff. 63r-64v; e, alto viola, ff. 65r-66v; f, violincello, ff. 67r-68v; g, fagotto, ff. 69r-70r; h, corno 1 in C, ff. 71-71v; i, corno 2 in C, ff. 72r-72v.
DOI: 10.17870/bathspa.31347871.v2
title: Concerto, Oboe Concerto in C major, Berkeley Ms 787, pp. 1-23, score (a) and parts (b-1), mvt 1, Maestoso

description: Berkeley, California (Ms 787, pp. 1-72). Concerto score (a, pp. 1-23) and all parts: b, oboe principalo, ff. 56r-60r; c, violino primo, ff. 61r-62v; d, violino secondo, ff. 63r-64v; e, alto viola, ff. 65r-66v; f, violincello, ff. 67r-68v; g, fagotto, ff. 69r-70r; h, corno 1 in C, ff. 71-71v; i, corno 2 in C, ff. 72r-72v.
DOI: 10.17870/bathspa.31347871.v1
title: Oboe Concerto in C major, Berk 787, mvt 1

description: Berkeley, California
DOI: 10.5281/zenodo.18771682
title: THEHISTORICALDEVELOPMENTANDACOUSTICCHARACTERISTICSOFTHEGHIJJAKINSTRUMENT

description: Thisstudyexaminesthehistoricaldevelopment,structuralfeatures,andacousticcharacteristicsoftheghijjak,atraditionalbowedstringinstrumentofCentralAsia.Theresearchfocusesontheinstrument’sorigin,evolution,anditsroleinUzbekandneighboringmusicalcultures,particularlyhighlightingitsuseintheFerganaValleyperformanceschool.Historicalsourcesandmusicologicaltreatises,includingtheworksofAbuNasral-Farabi,NasirKhusraw,andIbnSina,areanalyzedtotracetheghijjak’sdevelopmentanditspedagogical,theoretical,andaestheticsignificance.Thestudyalsoemphasizestheghijjak’sexpressivepower,itscloseaffinitytothehumanvoice,anditsenduringculturalandartisticvalueinbothsoloandensembleperformancecontexts
DOI: 10.5281/zenodo.18771683
title: THEHISTORICALDEVELOPMENTANDACOUSTICCHARACTERISTICSOFTHEGHIJJAKINSTRUMENT

description: Thisstudyexaminesthehistoricaldevelopment,structuralfeatures,andacousticcharacteristicsoftheghijjak,atraditionalbowedstringinstrumentofCentralAsia.Theresearchfocusesontheinstrument’sorigin,evolution,anditsroleinUzbekandneighboringmusicalcultures,particularlyhighlightingitsuseintheFerganaValleyperformanceschool.Historicalsourcesandmusicologicaltreatises,includingtheworksofAbuNasral-Farabi,NasirKhusraw,andIbnSina,areanalyzedtotracetheghijjak’sdevelopmentanditspedagogical,theoretical,andaestheticsignificance.Thestudyalsoemphasizestheghijjak’sexpressivepower,itscloseaffinitytothehumanvoice,anditsenduringculturalandartisticvalueinbothsoloandensembleperformancecontexts
DOI: 10.17870/bathspa.31347883
title: Concerto, Oboe Concerto in C major, Berkeley Ms 787, pp. 24-34, score (a) and all parts (b-i), mvt 2, Adagio

description: Berkeley, California (Ms 787, pp. 1-72). Concerto score (a, pp. 24-34) and all parts: b, oboe principalo, ff. 56r-60r; c, violino primo, ff. 61r-62v; d, violino secondo, ff. 63r-64v; e, alto viola, ff. 65r-66v; f, violincello, ff. 67r-68v; g, fagotto, ff. 69r-70r; h, corno 1 in C, ff. 71-71v; i, corno 2 in C, ff. 72r-72v.
DOI: 10.17870/bathspa.31347883.v2
title: Concerto, Oboe Concerto in C major, Berkeley Ms 787, pp. 24-34, score (a) and all parts (b-i), mvt 2, Adagio

description: Berkeley, California (Ms 787, pp. 1-72). Concerto score (a, pp. 24-34) and all parts: b, oboe principalo, ff. 56r-60r; c, violino primo, ff. 61r-62v; d, violino secondo, ff. 63r-64v; e, alto viola, ff. 65r-66v; f, violincello, ff. 67r-68v; g, fagotto, ff. 69r-70r; h, corno 1 in C, ff. 71-71v; i, corno 2 in C, ff. 72r-72v.
DOI: 10.17870/bathspa.31347883.v1
title: Oboe Concerto in C major, Berk 787, mvt 2

description: Berkeley, California
DOI: 10.17870/bathspa.31347892
title: Concerto, Oboe Concerto in C major, Berkeley Ms 787, pp. 35-55, score (a) and parts (b-i), mvt 3, Allegretto

description: Berkeley, California (Ms 787, pp. 1-72). Concerto score (a, pp. 35-55) and all parts: b, oboe principalo, ff. 56r-60r; c, violino primo, ff. 61r-62v; d, violino secondo, ff. 63r-64v; e, alto viola, ff. 65r-66v; f, violincello, ff. 67r-68v; g, fagotto, ff. 69r-70r; h, corno 1 in C, ff. 71-71v; i, corno 2 in C, ff. 72r-72v.
DOI: 10.17870/bathspa.31347892.v2
title: Concerto, Oboe Concerto in C major, Berkeley Ms 787, pp. 35-55, score (a) and parts (b-i), mvt 3, Allegretto

description: Berkeley, California (Ms 787, pp. 1-72). Concerto score (a, pp. 35-55) and all parts: b, oboe principalo, ff. 56r-60r; c, violino primo, ff. 61r-62v; d, violino secondo, ff. 63r-64v; e, alto viola, ff. 65r-66v; f, violincello, ff. 67r-68v; g, fagotto, ff. 69r-70r; h, corno 1 in C, ff. 71-71v; i, corno 2 in C, ff. 72r-72v.
DOI: 10.17617/3.sp5yjk
title: Homing performance of Cataglyphis fortis

description: The desert ant Cataglyphis fortis relies on path integration and environmental cues for navigation. In featureless environments, nest hills serve as landmarks that enhance homing success and survival. We found that homing ants can discriminate their own nest hills from others based on visual cues. When, due to experimental displacement, the path integrator points towards a foreign nest, the ants compare visual cues from the perceived nest hill with their memory and continue approaching only if the hill size does not deviate markedly from the memorised one. Homing ants that mistakenly climb a foreign hill without hesitation, indicating that the hills do not provide nest-specific contact cues. However, near the nest entrance in the center of the volcano-shaped hills, nest-specific cues circumvent the risk of ants entering the wrong nest, where they would be killed. These findings demonstrate the integration of different modalities that enable ants to optimise their homing.
DOI: 10.17870/bathspa.31347892.v1
title: Oboe Concerto in C major, Berk 787, mvt 3

description: Berkeley, California
DOI: 10.15468/dl.9qn3km
title: Occurrence Download

description: A dataset containing 373 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.29_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phoenicurus hodgsoni"
 ]
}

 The dataset includes 373 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009906-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8vjzbg
title: Occurrence Download

description: A dataset containing 113922 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Erebia ligea"
 ]
}

 The dataset includes 113922 records from 363 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009872-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17870/bathspa.31347949
title: Concerto, Oboe Concerto in C minor, Berkeley Ms 788, ff. 1r-4v, mvt.1, Allegro moderato

description: Berkeley, California (Ms 788, ff. 1r-4v). Score of concerto in 5 parts: 'oboe primo, violino 1; violino 2; alto viola, violincello e cembalo'. Dated 'London May 1759' at the start (f.1r) and 'London 1759' at the end (f. 8v).
DOI: 10.17870/bathspa.31347949.v2
title: Concerto, Oboe Concerto in C minor, Berkeley Ms 788, ff. 1r-4v, mvt.1, Allegro moderato

description: Berkeley, California (Ms 788, ff. 1r-4v). Score of concerto in 5 parts: 'oboe primo, violino 1; violino 2; alto viola, violincello e cembalo'. Dated 'London May 1759' at the start (f.1r) and 'London 1759' at the end (f. 8v).
DOI: 10.17870/bathspa.31347949.v1
title: Oboe Concerto in C minor, Berk 788, mvt.1

description: Berkeley, California
DOI: 10.5517/ccdc.csd.cc2jpf0p
title: CCDC 2344282: Experimental Crystal Structure Determination

description: Related Article: Ajeet K. Singh, Lucy A. Weatherill, Annu Agarwal, Sridevi M, Claire Tonnele, David Casanova, Rajiv Singh, Fernando B. Dias, Inamur R. Laskar|2025|ChemRxiv|||doi:10.26434/chemrxiv-2025-pgpn8
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2q3q1m
title: CCDC 2506010: Experimental Crystal Structure Determination

description: Related Article: Chao Wei, Si-Jia Wang, Ji-Wei Li, Fan Li, Zhou-Rui Yan, Ming Lu, Xiao-Qin Liu, Guoliang Liu, Lin-Bing Sun|2026|J.Mater.Chem.A|||doi:10.5517/ccdc.csd.cc2q3q1m
description: Related Article: Chao Wei, Si-Jia Wang, Ji-Wei Li, Fan Li, Zhou-Rui Yan, Ming Lu, Xiao-Qin Liu, Guoliang Liu, Lin-Bing Sun|2026|J.Mater.Chem.A|||doi:10.1039/d5ta10152b
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2q3q2n
title: CCDC 2506011: Experimental Crystal Structure Determination

description: Related Article: Chao Wei, Si-Jia Wang, Ji-Wei Li, Fan Li, Zhou-Rui Yan, Ming Lu, Xiao-Qin Liu, Guoliang Liu, Lin-Bing Sun|2026|J.Mater.Chem.A|||doi:10.5517/ccdc.csd.cc2q3q1m
description: Related Article: Chao Wei, Si-Jia Wang, Ji-Wei Li, Fan Li, Zhou-Rui Yan, Ming Lu, Xiao-Qin Liu, Guoliang Liu, Lin-Bing Sun|2026|J.Mater.Chem.A|||doi:10.5517/ccdc.csd.cc2q3q2n
description: Related Article: Chao Wei, Si-Jia Wang, Ji-Wei Li, Fan Li, Zhou-Rui Yan, Ming Lu, Xiao-Qin Liu, Guoliang Liu, Lin-Bing Sun|2026|J.Mater.Chem.A|||doi:10.1039/d5ta10152b
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.31381135.v2
title: DepMap NextGen

description: Plotting data for <b>A Dependency Map Enhanced with Next-Generation 3D Cancer Models.</b>
DOI: 10.17870/bathspa.31347955
title: Concerto, Oboe Concerto in C minor, Berkeley Ms 788, ff. 4v-5r, mvt.2, Adagio

description: Berkeley, California (Ms 788, ff. 4v-5r). Score of concerto in 5 parts: 'oboe primo, violino 1; violino 2; alto viola, violincello e cembalo'. Dated 'London May 1759' at the start (f.1r) and 'London 1759' at the end (f. 8v).
DOI: 10.17870/bathspa.31347955.v2
title: Concerto, Oboe Concerto in C minor, Berkeley Ms 788, ff. 4v-5r, mvt.2, Adagio

description: Berkeley, California (Ms 788, ff. 4v-5r). Score of concerto in 5 parts: 'oboe primo, violino 1; violino 2; alto viola, violincello e cembalo'. Dated 'London May 1759' at the start (f.1r) and 'London 1759' at the end (f. 8v).
DOI: 10.17870/bathspa.31347955.v1
title: Oboe Concerto in C minor, Berk 788, mvt.2

description: Berkeley, California
DOI: 10.7807/immo:red:wm:suf:v14
title: RWI Real Estate Data - Apartments for Rent - (SUF Off-site)
title: SUF Off-site

description: ImmobilienScout24 is the largest real estate internet platform in Germany. Properties for private as well as commercial use are offered on the website. However, the data only cover residential properties. The dataset covers most characteristics collected on the platform like price, size and characteristics of the housing unit but also automatically generated items like the duration of the advertisement spell. 
description: Sampled Universe: All houses for sale at ImmobilienScout24

Sampling: Full sample
description: Collection Mode: Observation.ComputerBased
description: Unit Type: HousingUnit

Number of Units: 27,372,060
description: RWI-GEO
DOI: 10.17870/bathspa.31347964
title: Concerto, Oboe Concerto in C minor, Berkeley Ms 788, ff. 5r-8v, mvt.3, A tempo primo

description: Berkeley, California (Ms 788, ff. 5r-8v). Score of concerto in 5 parts: 'oboe primo, violino 1; violino 2; alto viola, violincello e cembalo'. Dated 'London May 1759' at the start (f.1r) and 'London 1759' at the end (f. 8v).
DOI: 10.17870/bathspa.31347964.v2
title: Concerto, Oboe Concerto in C minor, Berkeley Ms 788, ff. 5r-8v, mvt.3, A tempo primo

description: Berkeley, California (Ms 788, ff. 5r-8v). Score of concerto in 5 parts: 'oboe primo, violino 1; violino 2; alto viola, violincello e cembalo'. Dated 'London May 1759' at the start (f.1r) and 'London 1759' at the end (f. 8v).
DOI: 10.17870/bathspa.31347964.v1
title: Oboe Concerto in C minor, Berk 788, mvt.3

description: Berkeley, California
DOI: 10.15468/dl.tdwdt5
title: Occurrence Download

description: A dataset containing 10787 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "Geometry POLYGON((-100.551 36.917,-71.79 36.917,-71.79 49.612,-100.551 49.612,-100.551 36.917))",
 "Year is greater than or equal to 2024",
 "RecordedBy is one of (emiletousse, Emilio Concari, Emily Palahnuk, emily_eliza_leonard, emilygoodpeasant, Emma Ehrenfeld, Emmerson Lamb, Emmet Blanchett-Neheli, Emmy, enchantedfae, Eric Bae, erinke21, Erinn Turnbull, Ethan Olewnik, Etienne Falquet, eusonyme, Eve, ewilson24, faith_little, fenton345, Finnley, fishingwithtommy9056, fishman04, Fishopedia, Flore du quartier, follin4ollie, François Rousseu, Fraser Gibson, friedmummichog, frostfox, Gabriel Barajas, Gabriel Sanchez, gaelan, gecc, George Edward, geosesarma, gfif01, gh34, Gina Aicken, Glenn Barrett, Glenn Perricone, godelievebedoya, gr3yhound, Grace Schumacher, Graeme Laubach, greenbeing, gregmurray9, Gregory Wheeler, Griffith Kowalski, gyoo1)",
 "TaxonKey is Chordata"
 ]
}

 The dataset includes 10787 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009907-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.