cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/rsv-162-b5k
title: Scopelocheirus

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/yz0-br7-fyq
title: Abludomelita obtusata (Montagu 1813)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/nzr-y0a-mf3
title: Scopelocheirus

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/p2t-ww7-5te
title: Atylus swammerdamei (Milne-Edwards 1830)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/w54-s5q-hrp
title: Aora typica Krøyer 1845

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/41h-pvb-l91
title: Atylus swammerdamei (Milne-Edwards 1830)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/712-tx4-vqv
title: Abludomelita obtusata (Montagu 1813)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/q3y-sde-m7c
title: Aora typica Krøyer 1845

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/bgt-s4w-0sy
title: Gelasimus vomeris McNeill 1920

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/9ft-9qt-cvh
title: Gelasimus vomeris McNeill 1920

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/zp8-e12-ss8
title: Uca (Minuca) rapax Smith 1870

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.15468/dl.55uz4f
title: Occurrence Download

description: A dataset containing 6379 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "GadmGid is USA.22_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is September",
 "OccurrenceStatus is Present",
 "TaxonKey is Apidae",
 "Year 2016-2024"
 ]
}

 The dataset includes 6379 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007933-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/752-81x-8rn
title: Gelasimus vomeris McNeill 1920

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/bha-lv9-x21
title: Tubuca dussumieri (H. Milne Edwards 1852)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/g4j-7t0-t6p
title: Gelasimus vomeris McNeill 1920

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/qb7-k89-6an
title: Specimen from Senckenberg Research Institute and Natural History Museum Frankfurt/M

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/dd0-g3y-z22
title: Uca tangeri (Eydoux 1835)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/hjn-1nv-6bp
title: Gelasimus vomeris McNeill 1920

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/g0j-92a-kzw
title: Tubuca demani (Ortmann 1897)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/g7q-y7f-793
title: Uca tangeri (Eydoux 1835)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/6gn-rf0-0pe
title: Stenula solsbergi (Sparre-Schneider 1884)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/fz6-27m-33f
title: Uca tangeri (Eydoux 1835)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/smj-00y-k7q
title: Tryphosa  nana Krøyer 1846

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/ywg-g7y-46p
title: Pariambus typicus (Krøyer 1844)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/07z-a96-1ef
title: Stenula solsbergi (Sparre-Schneider 1884)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/wwl-q65-1j3
title: Tryphosa  nana Krøyer 1846

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/6pt-ya5-wmy
title: Tryphosa  nana Krøyer 1846

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/dw2-130-1xv
title: Stenula solsbergi (Sparre-Schneider 1884)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/6s3-7kg-f4x
title: Corophium sextonae Crawford 1937

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/w5h-na9-c8m
title: Tryphosa  nana Krøyer 1846

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/1b5-zyd-s1a
title: Uca tangeri (Eydoux 1835)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/pmp-7k3-1jh
title: Uca tangeri (Eydoux 1835)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/0pn-wxb-smd
title: Tubuca demani (Ortmann 1897)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/m5y-glq-y3f
title: Gelasimus vomeris McNeill 1920

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/3s5-2m6-gga
title: Tryphosa  nana Krøyer 1846

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/q91-lyj-pza
title: Tryphosa  nana Krøyer 1846

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/t6v-91s-67l
title: Gelasimus vomeris McNeill 1920

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/teg-vcj-9sn
title: Gelasimus vomeris McNeill 1920

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/3lb-a7x-d2d
title: Tubuca forcipata Adams & White 1849

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/z21-3xc-mdj
title: Uca tangeri (Eydoux 1835)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/9pr-mzm-ljm
title: Uca tangeri (Eydoux 1835)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/c0k-p8y-8jk
title: Tubuca rosea Tweedie 1937

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/25x-wac-k5g
title: Paraleptuca crassipes White 1847

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/98v-edy-4bv
title: Tubuca forcipata Adams & White 1849

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/qph-ezh-rcj
title: Tryphosa  nana Krøyer 1846

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/wbz-y25-n59
title: Austruca annulipes H. Milne Edwards 1837

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/fdv-xg5-5m0
title: Gelasimus vomeris McNeill 1920

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/fvb-2zp-np1
title: Tryphosa  nana Krøyer 1846

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/tgt-7yn-pqj
title: Gelasimus vomeris McNeill 1920

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/0c9-l94-9be
title: Tryphosa  nana Krøyer 1846

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/dap-lx2-0le
title: Uca tangeri (Eydoux 1835)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/ncb-43r-803
title: Tubuca forcipata Adams & White 1849

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/qed-k2q-0ed
title: Pariambus typicus (Krøyer 1844)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/tjh-ydv-9pg
title: Tryphosa  nana Krøyer 1846

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/9vz-38v-pqd
title: Microprotopus

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/l54-jms-9h9
title: Tryphosa  nana Krøyer 1846

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/m4f-3sb-7wx
title: Tryphosa  nana Krøyer 1846

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/00h-8gq-pxc
title: Uca tangeri (Eydoux 1835)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/qp5-n2l-9bn
title: Tryphosa  nana Krøyer 1846

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/qty-0pm-90g
title: Uca tangeri (Eydoux 1835)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/0sv-84b-5bf
title: Uca tangeri (Eydoux 1835)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/9ec-b1f-44p
title: Austruca triangularis A. Milne-Edwards 1873

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/kc1-128-qhz
title: Gelasimus vomeris McNeill 1920

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/e4z-r60-klg
title: Tryphosa  nana Krøyer 1846

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/2m7-326-3xb
title: Uca tangeri (Eydoux 1835)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/w33-eb4-ye4
title: Gelasimus vomeris McNeill 1920

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/1lm-ex2-pef
title: Gelasimus vomeris McNeill 1920

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.15468/dl.kzsevd
title: Occurrence Download

description: A dataset containing 67583 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.15.4_1",
 "OccurrenceStatus is Present",
 "Year 2012-2024"
 ]
}

 The dataset includes 67583 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007900-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mrdv2b
title: Occurrence Download

description: A dataset containing 3204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Material citation, Occurrence evidence)",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pecari tajacu"
 ]
}

 The dataset includes 3204 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007935-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mjepud
title: Occurrence Download

description: A dataset containing 109 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 (CAST(occurrence.taxonkey AS INTEGER) = 2435010 OR CAST(occurrence.acceptedtaxonkey AS INTEGER) = 2435010 OR CAST(occurrence.kingdomkey AS INTEGER) = 2435010 OR CAST(occurrence.phylumkey AS INTEGER) = 2435010 OR CAST(occurrence.classkey AS INTEGER) = 2435010 OR CAST(occurrence.orderkey AS INTEGER) = 2435010 OR CAST(occurrence.familykey AS INTEGER) = 2435010 OR CAST(occurrence.genuskey AS INTEGER) = 2435010 OR CAST(occurrence.specieskey AS INTEGER) = 2435010)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 109 records were derived from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007904-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dd.mstm7p
title: Occurrence in Guangdong

description: This derived dataset is based on occurrence records downloaded from GBIF for Guangdong Province, China. It includes all available occurrence records within the provincial boundary for three snapshot years: 2010, 2015, and 2020. Records were filtered by occurrence year (2010, 2015, 2020) and spatially restricted to Guangdong Province to support temporal analyses of biodiversity patterns.
DOI: 10.26023/wxwy-p67a-k609
title: S2noCliME: Sleeping Giant School Radiosonde Data. Version 1.0

description: Vertical profiles of temperature, humidity, and wind from the iMet-4 radiosonde system that was deployed in Steamboat Springs, Colorado at the Sleeping Giant School about 15 km west of the Storm Peak Laboratory for the Snow Sensitivity to Clouds in a Mountain Environment (S2noCliME) campaign.
DOI: 10.15468/dl.cq2z9u
title: Occurrence Download

description: A dataset listing the 13 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is one of (France, Guadeloupe, Martinique, Saint Martin (French part), Saint Barthélemy, Saint Pierre and Miquelon, French Guiana, French Southern Territories, Mayotte, Réunion, French Polynesia, New Caledonia, Wallis and Futuna)",
 "Geometry POLYGON((3.03921 42.7281,3.04026 42.7281,3.04026 42.72836,3.03921 42.72836,3.03921 42.7281))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 13 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007913-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6nt24y
title: Occurrence Download

description: A dataset containing 9839 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Material citation, Occurrence evidence)",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Odocoileus virginianus"
 ]
}

 The dataset includes 9839 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007936-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/gf9xpp
title: Failure behavior analysis

description: Failure behavior analysis of granite
DOI: 10.15468/dl.4ne8wy
title: Occurrence Download

description: A dataset listing the 1669 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "Geometry POLYGON((1.55579 47.27734,1.54208 47.25303,1.56335 47.24714,1.59833 47.24676,1.60001 47.22528,1.60532 47.22033,1.61668 47.21992,1.62265 47.22682,1.6355 47.2392,1.64626 47.23616,1.64992 47.23408,1.65815 47.23821,1.66403 47.23315,1.67931 47.22996,1.69401 47.22956,1.72717 47.22335,1.76507 47.21643,1.7794 47.23935,1.73665 47.28262,1.72006 47.28089,1.70762 47.2718,1.70539 47.26553,1.68427 47.26271,1.6696 47.25994,1.64598 47.26354,1.65494 47.27211,1.64068 47.27708,1.61298 47.27708,1.58813 47.27902,1.55579 47.27734))",
 "HasGeospatialIssue is false",
 "PublishingOrg is 1928bdf0-f5d2-11dc-8c12-b8a03c50a862",
 "Year 2010-2025"
 ]
}

 The dataset's 1669 records were derived from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007920-251120083545085/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/13865357
title: AI Companion for Wellbeing
DOI: 10.15468/dl.p8mnxa
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is 50c9509d-2d7f-4b4f-9d0a-82c8f0c8d0e8",
 "TaxonKey is Plantae",
 "Geometry POLYGON ((-10 35, 15 35, 15 72, -10 72, -10 35))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007937-251120083545085/datasets/export for details.
DOI: 10.15468/dl.36m6c4
title: Occurrence Download

description: A dataset containing 5794 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Material citation, Occurrence evidence)",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Urocyon cinereoargenteus"
 ]
}

 The dataset includes 5794 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007938-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17702798
title: Looking into informal currency markets as Limit Order Books

description: This dataset contains structured, time-stamped records of buy and sell quotations from Cuba’s informal foreign exchange market, reconstructed as a limit order book (LOB). The data were collected through systematic web scraping of publicly available online sources between Jul 2021 and Dic 2024, and subsequently processed to extract bid-ask prices, order volumes, and timestamps. Missing observations were identified and documented using a rigorous imputation protocol.

The dataset supports empirical analysis of market microstructure in an informal economy. It includes daily snapshots of the order book for major currency pairs (primarily USD/CUP), enabling studies on price formation, liquidity dynamics, and transaction costs in contexts where formal foreign exchange markets are constrained.

This dataset complements the code repository “Looking into Informal Currency Markets as Limit Order Books” (available on GitHub), which provides the full pipeline for data collection, LOB reconstruction, and analytics.