cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.60712/si-id314175.1
title: StrainInfo SI-ID 314175.1

description: StrainInfo dataset 314175 about a strain of Aspergillus fresenii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id314269.1
title: StrainInfo SI-ID 314269.1

description: StrainInfo dataset 314269 about a strain of Gilbertella persicaria. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id314270.1
title: StrainInfo SI-ID 314270.1

description: StrainInfo dataset 314270 about a strain of Gongronella butleri. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id314271.1
title: StrainInfo SI-ID 314271.1

description: StrainInfo dataset 314271 about a strain of Thamnostylum piriforme. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id314272.1
title: StrainInfo SI-ID 314272.1

description: StrainInfo dataset 314272 about a strain of Thamnostylum piriforme. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.2b3rgd
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Geonoma interrupta (Ruiz & Pav.) Mart."
 ]
}

 The dataset includes 85 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156509-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id314328.1
title: StrainInfo SI-ID 314328.1

description: StrainInfo dataset 314328 about a strain of Pythium dissotocum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id314329.1
title: StrainInfo SI-ID 314329.1

description: StrainInfo dataset 314329 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id314330.1
title: StrainInfo SI-ID 314330.1

description: StrainInfo dataset 314330 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id314176.1
title: StrainInfo SI-ID 314176.1

description: StrainInfo dataset 314176 about a strain of Phycomyces blakesleeanus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id314177.1
title: StrainInfo SI-ID 314177.1

description: StrainInfo dataset 314177 about a strain of Trichoderma koningii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id314178.1
title: StrainInfo SI-ID 314178.1

description: StrainInfo dataset 314178 about a strain of Aspergillus oryzae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id314273.1
title: StrainInfo SI-ID 314273.1

description: StrainInfo dataset 314273 about a strain of Thamnostylum piriforme. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id314274.1
title: StrainInfo SI-ID 314274.1

description: StrainInfo dataset 314274 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id314275.1
title: StrainInfo SI-ID 314275.1

description: StrainInfo dataset 314275 about a strain of Umbelopsis isabellina. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id314331.1
title: StrainInfo SI-ID 314331.1

description: StrainInfo dataset 314331 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.avyo81
title: Occurrence Download

description: A dataset containing 360055 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cinclus cinclus (Linnaeus, 1758)"
 ]
}

 The dataset includes 360055 records from 412 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022769-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id314332.1
title: StrainInfo SI-ID 314332.1

description: StrainInfo dataset 314332 about a strain of Globisporangium irregulare. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id314333.1
title: StrainInfo SI-ID 314333.1

description: StrainInfo dataset 314333 about a strain of Paraconiothyrium fuckelii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.kuhfuj
title: Occurrence Download

description: A dataset containing 3207 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ramphotrigon megacephalum (Swainson, 1835)"
 ]
}

 The dataset includes 3207 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027584-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id314334.1
title: StrainInfo SI-ID 314334.1

description: StrainInfo dataset 314334 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id314179.1
title: StrainInfo SI-ID 314179.1

description: StrainInfo dataset 314179 about a strain of Aspergillus oryzae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id314180.1
title: StrainInfo SI-ID 314180.1

description: StrainInfo dataset 314180 about a strain of Aspergillus flavus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id314181.1
title: StrainInfo SI-ID 314181.1

description: StrainInfo dataset 314181 about a strain of Aspergillus oryzae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id314276.1
title: StrainInfo SI-ID 314276.1

description: StrainInfo dataset 314276 about a strain of Podila minutissima. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id314277.1
title: StrainInfo SI-ID 314277.1

description: StrainInfo dataset 314277 about a strain of Mortierella polycephala. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id314278.1
title: StrainInfo SI-ID 314278.1

description: StrainInfo dataset 314278 about a strain of Umbelopsis ramanniana. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id314279.1
title: StrainInfo SI-ID 314279.1

description: StrainInfo dataset 314279 about a strain of Umbelopsis vinacea. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id314335.1
title: StrainInfo SI-ID 314335.1

description: StrainInfo dataset 314335 about a strain of Globisporangium paroecandrum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id314336.1
title: StrainInfo SI-ID 314336.1

description: StrainInfo dataset 314336 about a strain of Metarhizium anisopliae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id314337.1
title: StrainInfo SI-ID 314337.1

description: StrainInfo dataset 314337 about a strain of Globisporangium irregulare. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id314280.1
title: StrainInfo SI-ID 314280.1

description: StrainInfo dataset 314280 about a strain of Mucor abundans. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id314338.1
title: StrainInfo SI-ID 314338.1

description: StrainInfo dataset 314338 about a strain of Fusarium graminearum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id314281.1
title: StrainInfo SI-ID 314281.1

description: StrainInfo dataset 314281 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id314282.1
title: StrainInfo SI-ID 314282.1

description: StrainInfo dataset 314282 about a strain of Mucor piriformis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id314339.1
title: StrainInfo SI-ID 314339.1

description: StrainInfo dataset 314339 about a strain of Fusarium graminearum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id314340.1
title: StrainInfo SI-ID 314340.1

description: StrainInfo dataset 314340 about a strain of Globisporangium kunmingense. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id314341.1
title: StrainInfo SI-ID 314341.1

description: StrainInfo dataset 314341 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.8asjpw
title: Occurrence Download

description: A dataset containing 73953 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "TaxonKey is Cinclus cinclus (Linnaeus, 1758)"
 ]
}

 The dataset includes 73953 records from 526 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084954-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8phwcn
title: Occurrence Download

description: A dataset containing 550 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Limosa haemastica)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 550 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036830-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rykfzn
title: Occurrence Download

description: A dataset containing 190675 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Poaceae"
 ]
}

 The dataset includes 190675 records from 140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036750-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vavqpj
title: Occurrence Download

description: A dataset containing 7246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantago lanceolata",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7246 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036833-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.adepbg
title: Occurrence Download

description: A dataset containing 3681072 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Zealand",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 3681072 records from 479 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036801-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qwjstv
title: Occurrence Download

description: A dataset containing 2257 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Patrinia rupestris"
 ]
}

 The dataset includes 2257 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036834-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29595599
title: SPIDER - Synthetic Person Information Dataset for Entity Resolution

description: SPIDER - Synthetic Person Information Dataset for Entity Resolution offers researchers with ready to use data that can be utilized in benchmarking Duplicate or Entity Resolution algorithms. The dataset is aimed at person-level fields that are typical in customer data. As it is hard to source real world person level data due to Personally Identifiable Information (PII), there are very few synthetic data available publicly. The current datasets also come with limitations of small volume and core person-level fields missing in the dataset. SPIDER addresses the challenges by focusing on core person level attributes - <i>first/last name, email, phone, address and dob</i>. Using Python Faker library, 40,000 unique, synthetic person records are created. An additional 10,000 duplicate records are generated from the base records using 7 real-world transformation rules. The duplicate records are labelled with original base record and the duplicate rule used for record generation through <i>is_duplicate_of </i>and <i>duplication_rule</i> fields<br><br><b>Duplicate Rules</b>Duplicate record with a variation in email address.Duplicate record with a variation in email addressDuplicate record with last name variationDuplicate record with first name variationDuplicate record with a nicknameDuplicate record with near exact spellingDuplicate record with only same email and name<b>Output Format</b>The dataset is presented in both JSON and CSV formats for use in data processing and machine learning tools.<br><br><b>Data Regeneration</b>The project includes the python script used for generating the 50,000 person records. The Python script can be expanded to include - additional duplicate rules, fuzzy name, geographical names' variations and volume adjustments.<br><br><b>Files Included</b>spider_dataset_20250714_035016.csvspider_dataset_20250714_035016.jsonspider_readme.mdDataDescriptionspythoncodeV1.py<br>
DOI: 10.6084/m9.figshare.29595599.v2
title: SPIDER - Synthetic Person Information Dataset for Entity Resolution

description: SPIDER - Synthetic Person Information Dataset for Entity Resolution offers researchers with ready to use data that can be utilized in benchmarking Duplicate or Entity Resolution algorithms. The dataset is aimed at person-level fields that are typical in customer data. As it is hard to source real world person level data due to Personally Identifiable Information (PII), there are very few synthetic data available publicly. The current datasets also come with limitations of small volume and core person-level fields missing in the dataset. SPIDER addresses the challenges by focusing on core person level attributes - <i>first/last name, email, phone, address and dob</i>. Using Python Faker library, 40,000 unique, synthetic person records are created. An additional 10,000 duplicate records are generated from the base records using 7 real-world transformation rules. The duplicate records are labelled with original base record and the duplicate rule used for record generation through <i>is_duplicate_of </i>and <i>duplication_rule</i> fields<br><br><b>Duplicate Rules</b>Duplicate record with a variation in email address.Duplicate record with a variation in email addressDuplicate record with last name variationDuplicate record with first name variationDuplicate record with a nicknameDuplicate record with near exact spellingDuplicate record with only same email and name<b>Output Format</b>The dataset is presented in both JSON and CSV formats for use in data processing and machine learning tools.<br><br><b>Data Regeneration</b>The project includes the python script used for generating the 50,000 person records. The Python script can be expanded to include - additional duplicate rules, fuzzy name, geographical names' variations and volume adjustments.<br><br><b>Files Included</b>spider_dataset_20250714_035016.csvspider_dataset_20250714_035016.jsonspider_readme.mdDataDescriptionspythoncodeV1.py<br>
DOI: 10.6084/m9.figshare.29595599.v1
title: SPIDER - Synthetic Person Information Dataset for Entity Resolution

description: SPIDER - Synthetic Person Information Dataset for Entity Resolution offers researchers with ready to use data that can be utilized in benchmarking Duplicate or Entity Resolution algorithms. The dataset is aimed at person-level fields that are typical in customer data. As it is hard to source real world person level data due to Personally Identifiable Information (PII), there are very few synthetic data available publicly. The current datasets also come with limitations of small volume and core person-level fields missing in the dataset. SPIDER addresses the challenges by focusing on core person level attributes - <i>first/last name, email, phone, address and dob</i>. Using Python Faker library, 40,000 unique, synthetic person records are created. An additional 10,000 duplicate records are generated from the base records using 7 real-world transformation rules. The duplicate records are labelled with original base record and the duplicate rule used for record generation through <i>is_duplicate_of </i>and <i>duplication_rule</i> fields<br><br><b>Duplicate Rules</b>Duplicate record with a variation in email address.Duplicate record with a variation in email addressDuplicate record with last name variationDuplicate record with first name variationDuplicate record with a nicknameDuplicate record with near exact spellingDuplicate record with only same email and name<b>Output Format</b>The dataset is presented in both JSON and CSV formats for use in data processing and machine learning tools.<br><br><b>Data Regeneration</b>The project includes the python script used for generating the 50,000 person records. The Python script can be expanded to include - additional duplicate rules, fuzzy name, geographical names' variations and volume adjustments.<br><br><b>Files Included</b>spider_dataset_20250714_035016.csvspider_dataset_20250714_035016.jsonspider_readme.mdDataDescriptionspythoncodeV1.py<br>