cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.pj9xuq
title: Occurrence Download

description: A dataset containing 17185 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Belone belone (Linnaeus, 1760)"
 ]
}

 The dataset includes 17185 records from 176 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003013-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ufduvx
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-74.05802 4.67547,-74.05842 4.67483,-74.05807 4.67463,-74.05763 4.67526,-74.05802 4.67547))"
 ]
}

 The dataset includes 178 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003016-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9x3r4n
title: Occurrence Download

description: A dataset containing 498 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Ceanothus arboreus Greene"
 ]
}

 The dataset includes 498 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003017-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13987630
title: Test data for Galaxy IWC RNA-seq workflows

description: The data provided here is used for testing the RNA-Seq from the Galaxy IWC.

The original data is from a study published by Lee et al. 2011 to study the transcription regulation by chromatin remodeler CHD1 in Saccharomyces cerevisiae.

The FASTQ files were subsampled to 5% using seqtk_sample Galaxy tool.

GTF file is from Ensembl release 113
DOI: 10.5281/zenodo.13987631
title: Test data for Galaxy IWC RNA-seq workflows

description: The data provided here is used for testing the RNA-Seq from the Galaxy IWC.

The original data is from a study published by Lee et al. 2011 to study the transcription regulation by chromatin remodeler CHD1 in Saccharomyces cerevisiae.

The FASTQ files were subsampled to 5% using seqtk_sample Galaxy tool.

GTF file is from Ensembl release 113
DOI: 10.5281/zenodo.14056162
title: Test data for Galaxy IWC RNA-seq workflows

description: The data provided here is used for testing the RNA-Seq from the Galaxy IWC.

The original data is from a study published by Lee et al. 2011 to study the transcription regulation by chromatin remodeler CHD1 in Saccharomyces cerevisiae.

The FASTQ files were subsampled to 5% using seqtk_sample Galaxy tool.

GTF file is from Ensembl release 113
DOI: 10.15468/dl.r86kfb
title: Occurrence Download

description: A dataset containing 19049 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is National Invasive Species Database"
 ]
}

 The dataset includes 19049 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003018-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14056150
title: Automatic Complaints Classification in E-Commerce: A Case Study Using CRISP-DM

description: The growth of e-commerce has been remarkable in recent years, driven by increasing consumer demand for attention and quick responses. Given the large volume of transactions and complaints accompanying this increase, automating the classification of these complaints can help quickly route them to the appropriate departments. This paper presents a computational approach using the Cross Industry Standard Process for Data Mining (CRISP-DM) methodology to automate the complaints screening process. We categorized 600 real complaints from three e-commerce platforms in Brazil. The learning model was trained progressively, using an initial set of 25 complaints in each category. The classification model obtained an accuracy of 85\% and an average of over 80\% across all relevant metrics, including precision, recall, and F1-Score. The results confirmed the effectiveness of the developed model for automated complaint classification in e-commerce, providing a computational strategy that improves the customer service process and allows for quicker problem resolution.
DOI: 10.5281/zenodo.14056151
title: Automatic Complaints Classification in E-Commerce: A Case Study Using CRISP-DM

description: The growth of e-commerce has been remarkable in recent years, driven by increasing consumer demand for attention and quick responses. Given the large volume of transactions and complaints accompanying this increase, automating the classification of these complaints can help quickly route them to the appropriate departments. This paper presents a computational approach using the Cross Industry Standard Process for Data Mining (CRISP-DM) methodology to automate the complaints screening process. We categorized 600 real complaints from three e-commerce platforms in Brazil. The learning model was trained progressively, using an initial set of 25 complaints in each category. The classification model obtained an accuracy of 85\% and an average of over 80\% across all relevant metrics, including precision, recall, and F1-Score. The results confirmed the effectiveness of the developed model for automated complaint classification in e-commerce, providing a computational strategy that improves the customer service process and allows for quicker problem resolution.
DOI: 10.15468/dl.94gwhp
title: Occurrence Download

description: A dataset containing 34258 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Animal Sound Archive"
 ]
}

 The dataset includes 34258 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003020-241107131044228/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.27157026
title: <b>Taxing the Digital Economy for Fiscal Sustainability in Developing Countries: Lessons for African Countries</b>

description: The dataset is used to investigate the role of taxing the digital economy in achieving fiscal balance and sustainability in Africa.
DOI: 10.25403/upresearchdata.27614214
title: Exploring support networks of family members working in their family-owned businesses and how these networks influenced their career progression and overall well-being

description: This dataset contains a total of 14 interview transcripts with accompanying informed consent, and questionnaire responses from the participants of this study. Using this information, a thematic analysis of data ensued, the excel spreadsheets used during this process is available as well.  Research design, approach and method: a qualitative study was conducted and a non-probability, purposive and convenient sampling method was selected to recruit 14 family members employed in family-owned businesses. With the participants’ consent, semi-structured interviews were conducted and recorded, after which responses were transcribed and processed through a comprehensive thematic analysis.
DOI: 10.25403/upresearchdata.27614214.v1
title: Exploring support networks of family members working in their family-owned businesses and how these networks influenced their career progression and overall well-being

description: This dataset contains a total of 14 interview transcripts with accompanying informed consent, and questionnaire responses from the participants of this study. Using this information, a thematic analysis of data ensued, the excel spreadsheets used during this process is available as well.  Research design, approach and method: a qualitative study was conducted and a non-probability, purposive and convenient sampling method was selected to recruit 14 family members employed in family-owned businesses. With the participants’ consent, semi-structured interviews were conducted and recorded, after which responses were transcribed and processed through a comprehensive thematic analysis.
DOI: 10.15468/dl.k6yh3y
title: Occurrence Download

description: A dataset containing 2394 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Ceanothus crassifolius Torr."
 ]
}

 The dataset includes 2394 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003021-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sdwed7
title: Occurrence Download

description: A dataset containing 6169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Ceanothus cuneatus (Hook.) Nutt."
 ]
}

 The dataset includes 6169 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003022-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zy53ww
title: Occurrence Download

description: A dataset containing 2922 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Graphoderus bilineatus (De Geer, 1774)"
 ]
}

 The dataset includes 2922 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003024-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14044208
title: Data from: Speciation and historical invasions of the Asian black-spined toad (Duttaphrynus melanostictus)

description: This data package includes the following datasets analyzed in the corresponding publication: 



An alignment (fasta format) of 130,792 bp concatenating the RAD tags present in at least 80 of the 88 Duttaphrynus samples considered (Duttaphrynus_ddRADseq_n88p80_131kb.fas). It was used to produce the tree presented in Supplementary Fig. 1.

An alignment (fasta format) of 83,652 bp concatenating the RAD tags present in 25 unadmixed Duttaphrynus samples (Duttaphrynus_ddRADseq_n25p25_84kb.fas). It was used in the phylogenetic analyses presented in Fig. 1a and Supplementary Fig. 2.

Two alignments (fasta format) of 482,648 bp and 628,293 bp concatenating the RAD tags present in 17 and 52 samples of D. melanostictus s. s. and D. cf. melanostictus, respectively (Duttaphrynus_melanostictus_ss_West_n17p17_483kb.fas and Duttaphrynus_cf_melanostictus_East_n52p52_628kb.fas). These were used in the network analyses presented in Fig. 2b.

Three matrices of 851 SNPs, 3364 SNPs and 4782 SNPs, genotyped in 69, 17 and 52 samples of D. melanostictus s. l., D. melanostictus s. s. and D. cf. melanostictus, respectively (Duttaphrynus_melanostictus_sl_n69p69wrs_851SNPs.str, Duttaphrynus_melanostictus_ss_West_n17p17wrs_3364SNPs.str, Duttaphrynus_cf_melanostictus_East_n52p52wrs_4782SNPs.str). These were used in the Bayesian clustering and PCA analyses presented in Fig. 2a and Supplementary Figs. 3-4.

An alignement (fasta format) of 383 sequences of the mitochondrial gene 16S (558 bp), including 382 sequences of Duttaphrynus + 1 outgroup (Duttaphrynus_16S.fas). It was used in the network analysis presented in Fig. 3b and the phylogenetic analysis presented in Supplementary Fig. 5.

An alignement (fasta format) of 495 sequences of the mitochondrial gene ND3 (469 bp), including 494 sequences of Duttaphrynus + 1 outgroup (Duttaphrynus_ND3.fas). It was used in the network analysis presented in Fig. 3b and the phylogenetic analysis presented in Supplementary Fig. 6.

An alignement (fasta format) of 27 full or partial mitogenomes (16,844 bp), including 26 sequences of Duttaphrynus + 1 outgroup (Duttaphrynus_mitogenomes.fas). It was used in the phylogenetic analyses presented in Fig. 1b and Supplementary Fig. 7.


The meta-data associated to these datasets are provided in the corresponding publication (Supplementary Data 1 and 4).
DOI: 10.5281/zenodo.14044209
title: Data from: Speciation and historical invasions of the Asian black-spined toad (Duttaphrynus melanostictus)

description: This data package includes the following datasets analyzed in the corresponding publication: 



An alignment (fasta format) of 130,792 bp concatenating the RAD tags present in at least 80 of the 88 Duttaphrynus samples considered (Duttaphrynus_ddRADseq_n88p80_131kb.fas). It was used to produce the tree presented in Supplementary Fig. 1.

An alignment (fasta format) of 83,652 bp concatenating the RAD tags present in 25 unadmixed Duttaphrynus samples (Duttaphrynus_ddRADseq_n25p25_84kb.fas). It was used in the phylogenetic analyses presented in Fig. 1a and Supplementary Fig. 2.

Two alignments (fasta format) of 482,648 bp and 628,293 bp concatenating the RAD tags present in 17 and 52 samples of D. melanostictus s. s. and D. cf. melanostictus, respectively (Duttaphrynus_melanostictus_ss_West_n17p17_483kb.fas and Duttaphrynus_cf_melanostictus_East_n52p52_628kb.fas). These were used in the network analyses presented in Fig. 2b.

Three matrices of 851 SNPs, 3364 SNPs and 4782 SNPs, genotyped in 69, 17 and 52 samples of D. melanostictus s. l., D. melanostictus s. s. and D. cf. melanostictus, respectively (Duttaphrynus_melanostictus_sl_n69p69wrs_851SNPs.str, Duttaphrynus_melanostictus_ss_West_n17p17wrs_3364SNPs.str, Duttaphrynus_cf_melanostictus_East_n52p52wrs_4782SNPs.str). These were used in the Bayesian clustering and PCA analyses presented in Fig. 2a and Supplementary Figs. 3-4.

An alignement (fasta format) of 383 sequences of the mitochondrial gene 16S (558 bp), including 382 sequences of Duttaphrynus + 1 outgroup (Duttaphrynus_16S.fas). It was used in the network analysis presented in Fig. 3b and the phylogenetic analysis presented in Supplementary Fig. 5.

An alignement (fasta format) of 495 sequences of the mitochondrial gene ND3 (469 bp), including 494 sequences of Duttaphrynus + 1 outgroup (Duttaphrynus_ND3.fas). It was used in the network analysis presented in Fig. 3b and the phylogenetic analysis presented in Supplementary Fig. 6.

An alignement (fasta format) of 27 full or partial mitogenomes (16,844 bp), including 26 sequences of Duttaphrynus + 1 outgroup (Duttaphrynus_mitogenomes.fas). It was used in the phylogenetic analyses presented in Fig. 1b and Supplementary Fig. 7.


The meta-data associated to these datasets are provided in the corresponding publication (Supplementary Data 1 and 4).
DOI: 10.15468/dl.y8vhgq
title: Occurrence Download

description: A dataset containing 247 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-74.05593 4.67432,-74.05631 4.67454,-74.05673 4.6739,-74.05635 4.67373,-74.05593 4.67432))"
 ]
}

 The dataset includes 247 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003027-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mhtqv9
title: Occurrence Download

description: A dataset containing 284 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cylas formicarius (Fabricius, 1798)",
 "Country is Japan",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 284 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003028-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4nrpzt
title: Occurrence Download

description: A dataset containing 7625 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Myrsine guianensis (Aubl.) Kuntze, Rapanea guianensis Aubl., Rapanea oblonga Pohl ex Miq., Myrsine maritima Casar., Rapanea glaucorubens Mez, Myrsine rapanea Roem. & Schult.)"
 ]
}

 The dataset includes 7625 records from 361 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003025-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qr6wn4
title: Occurrence Download

description: A dataset containing 82461 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saxifraga aizoides L."
 ]
}

 The dataset includes 82461 records from 493 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003026-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/vvwbrz
title: Morphological and phylogenetic analyses reveal two new species of Rhodoveronaea (Rhamphoriaceae, Rhamphoriales) from China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Zhang, Hong, Tan, Ting-Hong, Ma, Jian (2025): Morphological and phylogenetic analyses reveal two new species of Rhodoveronaea (Rhamphoriaceae, Rhamphoriales) from China. MycoKeys 123: 105-119, DOI: 10.3897/mycokeys.123.167930AbstractDuring a recent survey of freshwater fungi, four isolates were obtained from decaying wood in Chishui City, Guizhou Province, southern China. Based on phylogenetic analyses of a combined dataset (LSU, ITS, SSU, tef 1 - α, and rpb 2) and detailed morphological comparisons, two novel species, Rhodoveronaea aquisubtropica and R. guizhouensis, are introduced. Comprehensive descriptions, illustrations, and results of the phylogenetic analyses supporting the taxonomic placement of these new taxa are provided. Additionally, a checklist of currently accepted Rhodoveronaea species supported by molecular data is included. Notably, R. aquisubtropica and R. guizhouensis represent the first records of Rhodoveronaea in the Chishui River Basin, thereby enriching the known diversity of subtropical freshwater habitats.
DOI: 10.5281/zenodo.18025148
title: Megachile pseudofrugalis	NCSU_0019658
DOI: 10.5281/zenodo.18025149
title: Megachile pseudofrugalis	NCSU_0019658
DOI: 10.15156/bio/sh0183152.10fu
title: SH0183152.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0183153.10fu
title: SH0183153.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.25574/28127
title: Chandra X-ray Observatory ObsId 28127

description: PHANGS-Chandra: A Legacy Survey for Detailing the First Billion Years of X-ray Evolution in Galaxies
DOI: 10.15156/bio/sh0183154.10fu
title: SH0183154.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15468/dl.pv9kuc
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((77.778486 19.557473, 77.703952 19.551897, 77.63126699999999 19.535307, 77.562236 19.508116, 77.498569 19.470997, 77.44184 19.424871, 77.39344800000001 19.37088, 77.35458199999999 19.310362, 77.32619200000001 19.244811, 77.308967 19.175848, 77.303316 19.105173, 77.309365 19.034527, 77.32695 18.96565, 77.355626 18.900233, 77.39467500000001 18.839882, 77.44313 18.786077, 77.499796 18.740137, 77.56328000000001 18.703186, 77.632026 18.676127, 77.70435000000001 18.659623, 77.778486 18.654077, 77.852622 18.659623, 77.92494600000001 18.676127, 77.993692 18.703186, 78.057176 18.740137, 78.11384200000001 18.786077, 78.162297 18.839882, 78.201346 18.900233, 78.23002200000001 18.96565, 78.247607 19.034527, 78.25365600000001 19.105173, 78.24800500000001 19.175848, 78.23078 19.244811, 78.20238999999999 19.310362, 78.163524 19.37088, 78.115132 19.424871, 78.058403 19.470997, 77.994736 19.508116, 77.92570499999999 19.535307, 77.85302 19.551897, 77.778486 19.557473))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001767-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.