cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.djvdf3
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-86.3082349999999963 32.3569085999999970, -86.3082349999999963 32.3579464199999975, -86.3082349999999963 32.3585451599999985, -86.3082349999999963 32.3591039800000004, -86.3082349999999963 32.3601817099999991, -86.3082349999999963 32.3609002000000032, -86.3073163699999952 32.3609002000000032, -86.3066373700000042 32.3609002000000032, -86.3054790700000041 32.3609002000000032, -86.3047601300000053 32.3609002000000032, -86.3041210699999937 32.3609002000000032, -86.3032423599999987 32.3609002000000032, -86.3024834699999985 32.3609002000000032, -86.3018444100000011 32.3609002000000032, -86.3011654099999959 32.3609002000000032, -86.3005263499999984 32.3609002000000032, -86.2996476400000034 32.3609002000000032, -86.2990884599999930 32.3609002000000032, -86.2983695100000006 32.3609002000000032, -86.2975307399999991 32.3609002000000032, -86.2963325000000054 32.3609002000000032, -86.2956535000000002 32.3609002000000032, -86.2948147299999988 32.3609002000000032, -86.2937363199999936 32.3609002000000032, -86.2930972599999961 32.3609002000000032, -86.2924182499999972 32.3609002000000032, -86.2917791899999997 32.3609002000000032, -86.2907007999999962 32.3609002000000032, -86.2907007999999962 32.3604212099999984, -86.2907007999999962 32.3594233099999968, -86.2907007999999962 32.3588245700000030, -86.2907007999999962 32.3581859100000031, -86.2907007999999962 32.3573476799999966, -86.2907007999999962 32.3569085999999970, -86.2916593700000050 32.3569085999999970, -86.2924182499999972 32.3569085999999970, -86.2930573099999947 32.3569085999999970, -86.2936564299999986 32.3569085999999970, -86.2944552600000065 32.3569085999999970, -86.2952141500000067 32.3569085999999970, -86.2962126799999965 32.3569085999999970, -86.2973310400000031 32.3569085999999970, -86.2980499800000018 32.3569085999999970, -86.2988088700000020 32.3569085999999970, -86.2997674599999982 32.3569085999999970, -86.3004863999999969 32.3569085999999970, -86.3016846400000048 32.3569085999999970, -86.3027630600000037 32.3569085999999970, -86.3037216500000000 32.3569085999999970, -86.3044406000000066 32.3569085999999970, -86.3054391299999963 32.3569085999999970, -86.3062778999999978 32.3569085999999970, -86.3068370799999940 32.3569085999999970, -86.3077956700000044 32.3569085999999970, -86.3082349999999963 32.3569085999999970))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 141 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074034-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ets77s
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyporhamphus improvisus (Smith, 1933)"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048767-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eyptuu
title: Occurrence Download

description: A dataset containing 313949 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is United States National Plant Germplasm System Collection"
 ]
}

 The dataset includes 313949 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010404-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dvhq3m
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Onuris graminifolia var. austroamericana Boelcke"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048788-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sxe7c9
title: Occurrence Download

description: A dataset containing 3253 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-92.3451931000000030 34.7652558999999997, -92.3451931000000030 34.7668919799999969, -92.3451931000000030 34.7688348300000030, -92.3451931000000030 34.7699596300000024, -92.3451931000000030 34.7720047299999990, -92.3451931000000030 34.7732317899999970, -92.3451931000000030 34.7754813999999968, -92.3429399799999970 34.7754813999999968, -92.3404818399999954 34.7754813999999968, -92.3389455100000021 34.7754813999999968, -92.3364873700000004 34.7754813999999968, -92.3344389199999966 34.7754813999999968, -92.3332098599999966 34.7754813999999968, -92.3312638299999975 34.7754813999999968, -92.3284984299999962 34.7754813999999968, -92.3263475600000021 34.7754813999999968, -92.3238894299999941 34.7754813999999968, -92.3213288700000021 34.7754813999999968, -92.3186658900000054 34.7754813999999968, -92.3170273000000066 34.7754813999999968, -92.3170273000000066 34.7731295399999993, -92.3170273000000066 34.7705731599999979, -92.3170273000000066 34.7693460999999999, -92.3170273000000066 34.7679145299999988, -92.3170273000000066 34.7666874700000008, -92.3170273000000066 34.7652558999999997, -92.3191779999999937 34.7652558999999997, -92.3219433999999950 34.7652558999999997, -92.3245039600000013 34.7652558999999997, -92.3272693600000025 34.7652558999999997, -92.3294202299999966 34.7652558999999997, -92.3320832099999933 34.7652558999999997, -92.3339268099999941 34.7652558999999997, -92.3356679900000046 34.7652558999999997, -92.3371018999999933 34.7652558999999997, -92.3387406599999991 34.7652558999999997, -92.3405842600000000 34.7652558999999997, -92.3418133299999937 34.7652558999999997, -92.3436569299999945 34.7652558999999997, -92.3451931000000030 34.7652558999999997))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 3253 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074126-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gp86q6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Draba spegazziniana Dusén"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048796-220831081235567/datasets/export for details.
DOI: 10.15468/dl.kqrbdw
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lagothrix flavicauda (Humboldt, 1812)"
 ]
}

 The dataset includes 64 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021632-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.avpnqq
title: Occurrence Download

description: A dataset containing 554 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Bioblitz 2014 Kalvebod Fælled, Denmark"
 ]
}

 The dataset includes 554 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010425-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rrun8k
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Onuris oligosperma Gilg & Muschl."
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048798-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6cb9ac
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "TaxonKey is Leucobryum incurvifolium C.Müller, 1897"
 ]
}

 The dataset includes 22 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021637-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eugsb3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eudema colobanthoides (Skottsb.) O.E.Schulz"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048801-220831081235567/datasets/export for details.
DOI: 10.15468/dl.hc7w32
title: Occurrence Download

description: A dataset containing 1178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mandevilla tenuifolia (J.C.Mikan) Woodson",
 "Year 1970-2022"
 ]
}

 The dataset includes 1178 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010415-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.spud7p
title: Occurrence Download

description: A dataset containing 257834 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Animalia",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON(( -122.3508 37.40743 , -121.36387 37.40743 , -121.36387 38.05801 , -122.3508 38.05801 , -122.3508 37.40743 ))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 257834 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021633-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.au6x44
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atacama nivea (Phil.) Toro, Mort & Al-Shehbaz"
 ]
}

 The dataset includes 35 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048847-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9xpsrj
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-15.76916 34.23201,5.65559 34.23201,5.65559 42.80568,-15.76916 42.80568,-15.76916 34.23201))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vespa orientalis Linnaeus, 1761"
 ]
}

 The dataset includes 23 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010426-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11455828
title: Towards Neural Scaling Laws for Foundation Models on Temporal Graphs

description: Datasets provided in this storage are introduced in the paper: Towards Neural Scaling Laws for Foundation Models on Temporal Graphs



Each .csv file represents all transactions of the token network that has the same name as the file name (<tokenname.csv>)

Each transaction corresponds to a row in each file.

Each transaction has:



 blockNumber :  is the block ID of Ethereum that includes this transaction

timestamp: time that the transaction is made in UNIX timestamp format

tokenAddress : the address that specifies a unique ERC20 token

from: address of sender

to: address of receiver

value: the amount the transaction

fileBlock: we split the whole number of blocks count to 35 buckets and assigned the bucket ID to the transaction to trace the blocks 



Raw .csv will be used to divide into generate edgeslist and label, which indicates all node interactions and labels for each snapshot respectively, with help of functions from TGS_Handler defined in TGS.py inside the TGS package (see the code in the Github repository provided along with this data storage)
description: The field of temporal graph learning aims to learn from evolving network data to forecast future interactions. Given a collection of observed temporal graphs, is it possible to predict the evolution of an unseen network from the same domain?To answer this question, we first present the Temporal Graph Scaling(TGS) dataset, a large collection of temporal graphs, consisting of eighty-four ERC20 token transaction networks collected from 2017 to 2023. Next, we evaluate the transferability of Temporal Graph Neural Networks(TGNNs) for the temporal graph property prediction task by pre-training on a collection of up to sixty-four token transaction networks and then evaluate their downstream performance on twenty unseen token types. We observe that the neural scaling law observed in NLP and Computer Vision also applies in temporal graph learning where pre-training on more networks and more parameters leads to better downstream performance. To the best of our knowledge, this is the first time that the transferability of temporal graphs has been shown empirically. Notably, on the downstream token networks, the largest pre-trained model outperforms fine-tuned TGNNs on thirteen unseen test networks. Therefore, we believe this is a promising first step towards building foundation models for temporal graphs. The code and datasets are publicly available at https://github.com/benjaminnNgo/ScalingTGNs under MIT licence.
DOI: 10.15468/dl.g87kv4
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Androctonus amoreuxi (Audouin, 1826)"
 ]
}

 The dataset includes 106 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021642-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.msmpba
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Shehbazia tibetica D.A.German"
 ]
}

 The dataset includes 53 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048823-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j3aqew
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-7.52659 35.86602,-0.49843 35.86602,-0.49843 38.67852,-7.52659 38.67852,-7.52659 35.86602))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vespa Linnaeus, 1758"
 ]
}

 The dataset includes 135 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010428-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftbmde
title: Occurrence Download

description: A dataset containing 257 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-86.3028515000000027 32.3726383999999996, -86.3028515000000027 32.3742397199999985, -86.3028515000000027 32.3762624399999979, -86.3028515000000027 32.3776109200000022, -86.3028515000000027 32.3796336400000015, -86.3028515000000027 32.3810664000000017, -86.3009986299999952 32.3810664000000017, -86.2990616000000017 32.3810664000000017, -86.2972930100000042 32.3810664000000017, -86.2950191099999984 32.3810664000000017, -86.2929978599999998 32.3810664000000017, -86.2916503000000006 32.3810664000000017, -86.2916503000000006 32.3799707599999991, -86.2916503000000006 32.3782851599999972, -86.2916503000000006 32.3771052399999988, -86.2916503000000006 32.3759253200000003, -86.2916503000000006 32.3745768400000031, -86.2916503000000006 32.3726383999999996, -86.2925767699999966 32.3726383999999996, -86.2940926999999931 32.3726383999999996, -86.2951033300000034 32.3726383999999996, -86.2966192599999999 32.3726383999999996, -86.2989773799999966 32.3726383999999996, -86.3007459699999941 32.3726383999999996, -86.3028515000000027 32.3726383999999996))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 257 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074083-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jf4f5t
title: Occurrence Download

description: A dataset containing 266 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gilia mexicana A.D.Grant & V.E.Grant",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 266 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048822-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ypnmc8
title: Occurrence Download

description: A dataset containing 1751 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Threatened Tree Species in the Philippines"
 ]
}

 The dataset includes 1751 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010431-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.634eku
title: Occurrence Download

description: A dataset listing the 106 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.3_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Reduviidae"
 ]
}

 The dataset's 106 records were derived from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074081-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hja48n
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Braya lycopodioides Speg."
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048825-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dgevuz
title: Occurrence Download

description: A dataset containing 15191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Passiflora foetida L.",
 "Year 1970-2022"
 ]
}

 The dataset includes 15191 records from 363 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010416-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ewvs7m
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eudema pectinata (Speg.) Gilg & Muschl."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048829-220831081235567/datasets/export for details.
DOI: 10.15468/dl.xxtgb2
title: Occurrence Download

description: A dataset containing 4718 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oncorhynchus masou (Brevoort, 1856)"
 ]
}

 The dataset includes 4718 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074111-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.57cw64
title: Occurrence Download

description: A dataset containing 5334 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "GadmGid is one of (COL, ECU)",
 "InstitutionCode is mo",
 "OccurrenceStatus is Present",
 "TaxonKey is Arecaceae"
 ]
}

 The dataset includes 5334 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010427-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sg65fh
title: Occurrence Download

description: A dataset containing 1562 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-92.2676715999999999 34.7802416999999977, -92.2676715999999999 34.7819144300000005, -92.2676715999999999 34.7831935800000025, -92.2676715999999999 34.7846695200000013, -92.2676715999999999 34.7870310200000006, -92.2676715999999999 34.7883101700000026, -92.2676715999999999 34.7900812999999971, -92.2652142499999997 34.7900812999999971, -92.2623638400000061 34.7900812999999971, -92.2602997500000015 34.7900812999999971, -92.2590219800000000 34.7900812999999971, -92.2568595999999985 34.7900812999999971, -92.2546972199999971 34.7900812999999971, -92.2519450000000063 34.7900812999999971, -92.2519450000000063 34.7885069599999994, -92.2519450000000063 34.7874246100000022, -92.2519450000000063 34.7857518799999994, -92.2519450000000063 34.7842759400000006, -92.2519450000000063 34.7822096200000033, -92.2519450000000063 34.7802416999999977, -92.2547955099999939 34.7802416999999977, -92.2568595999999985 34.7802416999999977, -92.2593168500000047 34.7802416999999977, -92.2614792300000062 34.7802416999999977, -92.2631501599999950 34.7802416999999977, -92.2644279299999965 34.7802416999999977, -92.2660988599999996 34.7802416999999977, -92.2676715999999999 34.7802416999999977))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 1562 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074097-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.