cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17576107
title: Fatality Analysis Reporting System (FARS) Processed Data – rfars

description: The Fatality Analysis Reporting System (FARS) is a nationwide census of all U.S. motor vehicle crashes resulting in a fatality, maintained by the National Highway Traffic Safety Administration (NHTSA). While the raw FARS data are publicly available, they are distributed in formats that require significant preprocessing before analysis. This dataset provides a processed version of the FARS database (2014-2023), optimized for immediate use in R, Python, Excel, and other modern data tools. It was prepared using the rfars R package, enabling researchers, policymakers, and educators to access and analyze fatal crash data more efficiently and reproducibly.

This dataset is provided in two different file formats to support a wide range of users and analysis environments:



CSV (.csv) - a plain text format, with each of the five tables saved separately. These files are the most universally compatible and can be opened directly in Excel.

RDS (.rds) - a native R format containing the full dataset as a list of the five related tables (flat, multi_acc, multi_veh, multi_per, events, and codebook). This version is recommended for R users, since it can be loaded in one step with readRDS() and preserves all variable types exactly as processed.


If you are new to crash data or limited in data analysis resources, fars_flat.csv is the best starting point, via Excel.

See also: Crash Report Sampling System (CRSS) Processed Data – rfars
DOI: 10.13130/rd_unimi/qa4bro/gleeyh
title: 250408_OPT1_TensileTest_116.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_116.tif
DOI: 10.25549/inscriptifact-ouc110615477
title: Persepolis Fortification Elamite Tablet 1590, PF-NN 1590

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF-NN 1590 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Aramaic ink inscription on reverse and right edge. Seal impression on left edge. ❧ [Physical Object Note:] Upper edge toward flat edge chipped.
DOI: 10.25549/inscriptifact-ouc110618212
title: Persepolis Fortification Anepigraphic Tablet 0066.202, PFAnep 0066.202

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] PFAnep 0066.202, PFUT 0066-202 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impression on obverse, bottom edge, upper edge and flat edge. ❧ [Physical Object Note:] Minimal damage to tablet.
DOI: 10.13130/rd_unimi/qa4bro/dcslkn
title: 250408_OPT1_TensileTest_117.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_117.tif
DOI: 10.13130/rd_unimi/qa4bro/gnkr55
title: 250408_OPT1_TensileTest_118.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_118.tif
DOI: 10.25549/inscriptifact-ouc110615473
title: Persepolis Fortification Elamite Tablet 1525, PF-NN 1525

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF-NN 1525 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Aramaic ink inscription on upper edge. Seal impression on reverse, upper edge and left edge. ❧ [Physical Object Note:] Minimal damage on tablet.
DOI: 10.13130/rd_unimi/qa4bro/fth0mc
title: 250408_OPT1_TensileTest_120.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_120.tif
DOI: 10.13130/rd_unimi/qa4bro/glxu82
title: 250408_OPT1_TensileTest_119.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_119.tif
DOI: 10.25549/inscriptifact-ouc110618210
title: Persepolis Fortification Anepigraphic Tablet 0066.203, PFAnep 0066.203

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] PFAnep 0066.203, PFUT 0066-203 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impression on obverse and flat edge. ❧ [Physical Object Note:] Minor damage to tablet. Bottom edge broken.
DOI: 10.13130/rd_unimi/qa4bro/akjmlv
title: 250408_OPT1_TensileTest_121.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_121.tif
DOI: 10.15468/dl.tjwan7
title: Occurrence Download

description: A dataset containing 42389 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "TaxonKey is Plecotus austriacus"
 ]
}

 The dataset includes 42389 records from 1723 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026837-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c9344j
title: Occurrence Download

description: A dataset containing 46915 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heliotropium europaeum"
 ]
}

 The dataset includes 46915 records from 826 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010449-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ulblqs
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010074-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rnjq96
title: Occurrence Download

description: A dataset containing 1137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tephroseris crispa (Jacq.) Rchb.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1137 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050401-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gsfroi
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010102-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gkotpv
title: Occurrence Download

description: A dataset containing 8573 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tragopogon dubius Scop.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8573 records from 148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050417-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oplepm
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010110-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sd3bfn
title: Occurrence Download

description: A dataset containing 1836 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Justicia brandegeeana Wassh. & L.B.Sm.)"
 ]
}

 The dataset includes 1836 records from 274 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075527-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hbtogk
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010142-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e9uzcq
title: Occurrence Download

description: A dataset containing 1685761158 species occurrences available in GBIF matching the query:
{
 "Year" : [
 "2001-2021"
 ]
}

 The dataset includes 1685761158 records from 33056 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0424389-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dvaufh
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Biodiversidad de fauna y flora en el área de desarrollo bloque Arrendajo en Paz de Ariporo, Casanare 2022 y 2024",
 "TaxonKey is Puma yagouaroundi (É.Geoffroy Saint-Hilaire, 1803)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031529-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15420307
title: rytidostylis_ciliata_zanfona_1.fasta.gz
DOI: 10.5281/zenodo.15420308
title: rytidostylis_ciliata_zanfona_1.fasta.gz
DOI: 10.15468/dl.3p53tb
title: Occurrence Download

description: A dataset containing 123649 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 Diphasiastrum Holub"
 ]
}

 The dataset includes 123649 records from 855 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031511-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v2ba8j
title: Occurrence Download

description: A dataset containing 67472 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diuca diuca (Molina, 1782)",
 "Country is Chile",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 67472 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031502-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e3meae
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucalyptus aparrerinja (K.D.Hill & L.A.S.Johnson) Brooker"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031530-250426092105405/datasets/export for details.
DOI: 10.15468/dl.5xzuxk
title: Occurrence Download

description: A dataset containing 543 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sistrurus catenatus catenatus"
 ]
}

 The dataset includes 543 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031531-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34965/i53417
title: 20245026
DOI: 10.34965/i53305
title: 20245570-1
DOI: 10.7939/r34c2n
title: CEO New Disclosures 2008

description: This item consists of two files: the dataset and the dataset list (a key to the fields in the dataset file).
DOI: 10.15468/dl.xcqxk2
title: Occurrence Download

description: A dataset containing 26161 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Maclura pomifera (Raf. ex Sarg.) C.K.Schneid."
 ]
}

 The dataset includes 26161 records from 365 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031535-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.55af2m
title: Occurrence Download

description: A dataset containing 1941 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-145.49939 -37.73402,20.49939 -37.73402,20.49939 28.73402,-145.49939 28.73402,-145.49939 -37.73402))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anopheles triannulatus Neiva & Pinto, 1922"
 ]
}

 The dataset includes 1941 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031536-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7p33gf
title: Occurrence Download

description: A dataset containing 726 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus canbyi Trel."
 ]
}

 The dataset includes 726 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031537-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c7dwpz
title: Occurrence Download

description: A dataset containing 1603 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-97.20529 15.43306,-95.12255 15.43306,-95.12255 16.18219,-97.20529 16.18219,-97.20529 15.43306))",
 "HasCoordinate is true",
 "TaxonKey is Butorides virescens (Linnaeus, 1758)"
 ]
}

 The dataset includes 1603 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031538-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z9yk6v
title: Occurrence Download

description: A dataset containing 299423 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tilia cordata Mill."
 ]
}

 The dataset includes 299423 records from 1463 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031526-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bkyd2h
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hypsibarbus vernayi)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 22 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007966-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.682yb5
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Passiflora edulis",
 "Country is Madagascar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 45 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007967-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hnxj43
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Passiflora edulis",
 "Country is Malawi",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007968-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cd692f
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scleria lacustris",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 108 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007969-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y27wqw
title: Occurrence Download

description: A dataset containing 11967 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Iole propinqua)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 11967 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007970-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.adntfj
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia cyclops",
 "Country is Israel",
 "HasCoordinate is true"
 ]
}

 The dataset includes 38 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007971-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.df6jhy
title: Occurrence Download

description: A dataset containing 1042 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Iole palawanensis)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 1042 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007972-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w3a3vu
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Falco vespertinus"
 ]
}

 The dataset includes 107 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007973-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ys8k9
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cyphocharax santacatarinae)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 57 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007974-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bb9xre
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Passiflora edulis",
 "Country is Maldives",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007975-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dn9s2t
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Passiflora edulis",
 "Country is Mozambique",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007976-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2mzmcx
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Passiflora edulis",
 "Country is Nepal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007977-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aftr8e
title: Occurrence Download

description: A dataset containing 8923 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceratoscopelus warmingii"
 ]
}

 The dataset includes 8923 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007979-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.