cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18675280
title: Animal_Species_Synthetic_Dataset

description: Dataset Description

This dataset contains structured animal observation records designed for machine learning classification tasks. The data includes various animal characteristics along with geographic observation information.

The dataset has been cleaned and processed to improve quality and usability. Data preprocessing steps included handling missing values, removing duplicate entries, correcting inconsistent formats, and standardizing categorical values. No modifications were applied to longitude and latitude values as requested. Additionally, the target variable animal_class contains two unique categories, with a noticeable class imbalance where the majority of records belong to the mammal class.

This dataset can be used for:





Animal classification modeling




Studying class imbalance effects




Data preprocessing and cleaning practice




Feature encoding and transformation tasks



The dataset is suitable for supervised learning algorithms such as Logistic Regression, Decision Trees, Random Forest, SVM, and other classification models.
DOI: 10.5281/zenodo.18675279
title: Animal_Species_Synthetic_Dataset

description: Dataset Description

This dataset contains structured animal observation records designed for machine learning classification tasks. The data includes various animal characteristics along with geographic observation information.

The dataset has been cleaned and processed to improve quality and usability. Data preprocessing steps included handling missing values, removing duplicate entries, correcting inconsistent formats, and standardizing categorical values. No modifications were applied to longitude and latitude values as requested. Additionally, the target variable animal_class contains two unique categories, with a noticeable class imbalance where the majority of records belong to the mammal class.

This dataset can be used for:





Animal classification modeling




Studying class imbalance effects




Data preprocessing and cleaning practice




Feature encoding and transformation tasks



The dataset is suitable for supervised learning algorithms such as Logistic Regression, Decision Trees, Random Forest, SVM, and other classification models.
DOI: 10.15468/dl.u7xncb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coptodon rendalli",
 "Country is Cuba",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086336-250717081556266/datasets/export for details.
DOI: 10.15468/dl.ev6vgd
title: Occurrence Download

description: A dataset containing 3284 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Culex annulirostris"
 ]
}

 The dataset includes 3284 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086337-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id48340.1
title: StrainInfo SI-ID 48340.1

description: StrainInfo dataset 48340 about a strain of Escherichia coli. 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-id48341.1
title: StrainInfo SI-ID 48341.1

description: StrainInfo dataset 48341 about a strain of Escherichia coli. 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-id48342.1
title: StrainInfo SI-ID 48342.1

description: StrainInfo dataset 48342 about a strain of Pseudomonas knackmussii. 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-id48432.1
title: StrainInfo SI-ID 48432.1

description: StrainInfo dataset 48432 about a strain of Desulfotomaculum nigrificans. 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-id48433.1
title: StrainInfo SI-ID 48433.1

description: StrainInfo dataset 48433 about a strain of Desulfotomaculum nigrificans. 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-id48434.1
title: StrainInfo SI-ID 48434.1

description: StrainInfo dataset 48434 about a strain of Desulfotomaculum nigrificans. 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-id48273.1
title: StrainInfo SI-ID 48273.1

description: StrainInfo dataset 48273 about a strain of Cupriavidus basilensis. 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-id48435.1
title: StrainInfo SI-ID 48435.1

description: StrainInfo dataset 48435 about a strain of Desulfotomaculum nigrificans. 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-id48274.1
title: StrainInfo SI-ID 48274.1

description: StrainInfo dataset 48274 about a strain of Desulfotomaculum. 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-id48275.1
title: StrainInfo SI-ID 48275.1

description: StrainInfo dataset 48275 about a strain of Bacillus. 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-id48276.1
title: StrainInfo SI-ID 48276.1

description: StrainInfo dataset 48276 about a strain of Escherichia coli. 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-id48343.1
title: StrainInfo SI-ID 48343.1

description: StrainInfo dataset 48343 about a strain of Thauera aromatica. 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-id48344.1
title: StrainInfo SI-ID 48344.1

description: StrainInfo dataset 48344 about a strain of Sphingobium xenophagum. 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-id48345.1
title: StrainInfo SI-ID 48345.1

description: StrainInfo dataset 48345 about a strain of Pseudaminobacter salicylatoxidans. 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-id48346.1
title: StrainInfo SI-ID 48346.1

description: StrainInfo dataset 48346 about a strain of Pseudaminobacter salicylatoxidans. 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-id48436.1
title: StrainInfo SI-ID 48436.1

description: StrainInfo dataset 48436 about a strain of Desulfosporosinus orientis. 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-id48437.1
title: StrainInfo SI-ID 48437.1

description: StrainInfo dataset 48437 about a strain of Desulfotomaculum. 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-id48438.1
title: StrainInfo SI-ID 48438.1

description: StrainInfo dataset 48438 about a strain of Desulfotomaculum. 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-id48439.1
title: StrainInfo SI-ID 48439.1

description: StrainInfo dataset 48439 about a strain of Desulfotomaculum. 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-id48277.1
title: StrainInfo SI-ID 48277.1

description: StrainInfo dataset 48277 about a strain of Escherichia coli. 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-id48278.1
title: StrainInfo SI-ID 48278.1

description: StrainInfo dataset 48278 about a strain of Arthrobacter. 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-id48279.1
title: StrainInfo SI-ID 48279.1

description: StrainInfo dataset 48279 about a strain of Dictyoglomus turgidum. 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-id48347.1
title: StrainInfo SI-ID 48347.1

description: StrainInfo dataset 48347 about a strain of Thermoanaerobacter thermohydrosulfuricus. 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-id48348.1
title: StrainInfo SI-ID 48348.1

description: StrainInfo dataset 48348 about a strain of Thermoanaerobacter thermohydrosulfuricus. 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-id48349.1
title: StrainInfo SI-ID 48349.1

description: StrainInfo dataset 48349 about a strain of Caldicellulosiruptor acetigenus. 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-id48350.1
title: StrainInfo SI-ID 48350.1

description: StrainInfo dataset 48350 about a strain of Schizosaccharomyces pombe. 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-id48440.1
title: StrainInfo SI-ID 48440.1

description: StrainInfo dataset 48440 about a strain of Desulfotomaculum. 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-id48441.1
title: StrainInfo SI-ID 48441.1

description: StrainInfo dataset 48441 about a strain of Desulforamulus ruminis. 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-id48442.1
title: StrainInfo SI-ID 48442.1

description: StrainInfo dataset 48442 about a strain of Bacillus licheniformis. 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-id48443.1
title: StrainInfo SI-ID 48443.1

description: StrainInfo dataset 48443 about a strain of Klebsiella. 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-id48351.1
title: StrainInfo SI-ID 48351.1

description: StrainInfo dataset 48351 about a strain of Desulfovibrio. 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-id48352.1
title: StrainInfo SI-ID 48352.1

description: StrainInfo dataset 48352 about a strain of Methanosarcina mazei. 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-id48353.1
title: StrainInfo SI-ID 48353.1

description: StrainInfo dataset 48353 about a strain of Methanococcoides. 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-id48354.1
title: StrainInfo SI-ID 48354.1

description: StrainInfo dataset 48354 about a strain of Cereibacter johrii. 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-id48444.1
title: StrainInfo SI-ID 48444.1

description: StrainInfo dataset 48444 about a strain of Cellulosimicrobium cellulans. 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-id48446.1
title: StrainInfo SI-ID 48446.1

description: StrainInfo dataset 48446 about a strain of Desulfobacula toluolica. 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-id48447.1
title: StrainInfo SI-ID 48447.1

description: StrainInfo dataset 48447 about a strain of Methanohalophilus portucalensis. 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-id48448.1
title: StrainInfo SI-ID 48448.1

description: StrainInfo dataset 48448 about a strain of Methanohalophilus. 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-id48489.1
title: StrainInfo SI-ID 48489.1

description: StrainInfo dataset 48489 about a strain of Pseudomonas fluorescens. 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-id48490.1
title: StrainInfo SI-ID 48490.1

description: StrainInfo dataset 48490 about a strain of Pseudomonas. 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-id48355.1
title: StrainInfo SI-ID 48355.1

description: StrainInfo dataset 48355 about a strain of Clostridium. 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-id48491.1
title: StrainInfo SI-ID 48491.1

description: StrainInfo dataset 48491 about a strain of Bacillus. 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-id48356.1
title: StrainInfo SI-ID 48356.1

description: StrainInfo dataset 48356 about a strain of Desulfovibrio. 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-id48357.1
title: StrainInfo SI-ID 48357.1

description: StrainInfo dataset 48357 about a strain of Methanothermobacter thermautotrophicus. 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-id48358.1
title: StrainInfo SI-ID 48358.1

description: StrainInfo dataset 48358 about a strain of Methanococcus voltae. 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-id48449.1
title: StrainInfo SI-ID 48449.1

description: StrainInfo dataset 48449 about a strain of Methanohalophilus. 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-id48450.1
title: StrainInfo SI-ID 48450.1

description: StrainInfo dataset 48450 about a strain of Desulfotomaculum. 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-id48451.1
title: StrainInfo SI-ID 48451.1

description: StrainInfo dataset 48451 about a strain of Desulfotomaculum. 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.a5hryr
title: Occurrence Download

description: A dataset containing 278 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crax globulosa Spix, 1825"
 ]
}

 The dataset includes 278 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0177762-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id48452.1
title: StrainInfo SI-ID 48452.1

description: StrainInfo dataset 48452 about a strain of Desulfotomaculum. 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-id48492.1
title: StrainInfo SI-ID 48492.1

description: StrainInfo dataset 48492 about a strain of Bacillus. 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-id48493.1
title: StrainInfo SI-ID 48493.1

description: StrainInfo dataset 48493 about a strain of Bacillus. 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-id48494.1
title: StrainInfo SI-ID 48494.1

description: StrainInfo dataset 48494 about a strain of Sphingobium xenophagum. 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.hnyy5c
title: Occurrence Download

description: A dataset containing 377 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-1090.0",
 "Country is United States of America",
 "DatasetKey is one of (iNaturalist Research-grade Observations, University of Florida Vertebrate Paleontology, University of Florida Herpetology, KUBI Herpetology Collection, naturgucker, Georgia Southern University - Savannah Science Museum Herpetology Collection, NatureServe Network Species Occurrence Data, Observation.org, Nature data from around the World, Auburn University Museum of Natural History Herpetology Voucher Collections, FHSM Herps Collection)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "TaxonKey is Graptemys ouachitensis Cagle, 1953",
 "Year 1999-2022"
 ]
}

 The dataset includes 377 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0166722-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id48495.1
title: StrainInfo SI-ID 48495.1

description: StrainInfo dataset 48495 about a strain of Pseudomonas fluorescens. 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.