cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17224158
title: Sample Datasets for Semi-Supervised Multi-Label Classification of Indonesian Financial Regulatory Texts

description: This record provides two small sample datasets prepared for a study currently under review on semi-supervised contrastive learning for multi-label classification of Indonesian financial regulatory texts. The documents are adapted from publicly available regulations issued by financial regulators in Indonesia.





sample-data-labeled.csv: A limited set of documents annotated by domain experts with five regulatory categories (E-Money, Credit Card, Remittance, QRIS, and Payment Gateway).




sample-data-unlabeled.csv: A corresponding set of documents without labels, intended for semi-supervised learning experiments.



These datasets are illustrative samples only and not the full corpus. Since the work is not yet formally published, researchers interested in using or extending this dataset are kindly requested to contact the author before reuse or citation
DOI: 10.57830/2315886
title: Springs monitoring data for Carlsbad Caverns National Park, New Mexico: 2017-2025 - internal

description: This dataset contains long-term monitoring data for springs for Carlsbad Caverns National Park (2017-2025). Monitoring of seeps, springs, and tinajas provides information on these small and rare systems in parks of the National Park Service’s Chihuahuan Desert Network and Sonoran Desert Network. These systems are the primary connection between groundwater and surface water and are important water sources for plants and animals. The networks monitor a suite of springs vital signs and parameters organized into four modules: site characterization, site condition, water quantity, and water quality. The data were collected annually at one or more “sentinel sites” per park (sites chosen based on judgement and other criteria).
DOI: 10.15468/dl.r4zbah
title: Occurrence Download

description: A dataset containing 4724 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "MediaType is Image",
 "TaxonKey is Reynoutria japonica"
 ]
}

 The dataset includes 4724 records from 179 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033726-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fssdsj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Acartia (Acanthacartia) tonsa, Amphibalanus amphitrite, Amphibalanus eburneus, Amphibalanus improvisus, Amphibalanus sp., Apionsoma (Apionsoma) misakianum, Arcuatula senhousia, Ascidiella aspersa, Asparagopsis armata, Asparagopsis taxiformis, Aurelia solida, Austrominius modestus, Balanus trigonus, Boccardia proboscidea, Bonnemaisonia hamifera, Botrylloides violaceus, Bugula neritina, Caprella mutica, Caprella scaura, Celleporaria brunnea, Cephalothrix simula, Cordylophora caspia, Corella eumyota, Corella sp., Crepidula fornicata, Cutleria multifida, Dasysiphonia japonica, Dreisseninae sp., Eucheilota menoni, Fenestrulina delicia, Fibrocapsa japonica, Ficopomatus enigmaticus, Gonionemus vertens, Haloa japonica, Halothrix lumbricalis, Hemigrapsus takanoi, Herdmania momus, Hydroides elegans, Malleus sp., Marenzelleria sp., Mawia benovici, Monocorophium sextonae, Neogobius melanostomus, Oithona davisae, Ostreopsis ovata, Palaemon elegans, Paracerceis sculpta, Paranthura japonica, Perophora japonica, Petricolaria pholadiformis, Pleurosira laevis, Polycerella emertoni, Polydora cornuta, Potamopyrgus antipodarum, Schizoporella japonica, Smittoidea prolifica, Streblospio benedicti, Telmatogeton japonicus, Torquigener flavimaculosus, Watersipora sp._1, Watersipora sp._2, Watersipora sp._3, Xenostrobus securis)",
 "Continent is Europe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033728-250920141307145/datasets/export for details.
DOI: 10.17632/42r6pkz9c7
title: LINF_280006100

description: DNA-directed RNA polymerase subunit; Leishmania infantum (strain JPCM5)
DOI: 10.17632/42r6pkz9c7.1
title: LINF_280006100

description: DNA-directed RNA polymerase subunit; Leishmania infantum (strain JPCM5)
DOI: 10.17632/8mdy5chj6n
title: LINF_280005900

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.17230215
title: Evaluation of nano/micro structured TiO2 films for greywater treatment and E. coli inactivation

description: This dataset corresponds to the study entitled "Evaluation of nano/microstructured TiO2 films for greywater treatment and E. coli inactivation." It includes experimental results from the synthesis of TiO₂ thin films, their structural characterization (XRD, SEM, UV-Vis spectra), and bacterial inactivation assays in domestic wastewater.

The data are organized into spreadsheets and graphs that allow for analysis and reuse in research related to semiconductor materials, photocatalytic processes, and water treatment. This dataset can be used for comparative studies, experimental replication, or as a basis for meta-analyses in the areas of environmental engineering and materials science.
DOI: 10.17632/8mdy5chj6n.1
title: LINF_280005900

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/ty778sns3k
title: LINF_280005700

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/ty778sns3k.1
title: LINF_280005700

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/ftr73x5smp
title: Knowledge and attitude of harvest and post-harvest fish handling

description: The data set is about the various knowledge and attitude responses of the 194 surveyed fish farmers in the Odisha state of India where various socio demographic characteristics of the farmers are also available to support the regression analysis of the factors influencing knowledge and attitude traits
DOI: 10.17632/ftr73x5smp.1
title: Knowledge and attitude of harvest and post-harvest fish handling

description: The data set is about the various knowledge and attitude responses of the 194 surveyed fish farmers in the Odisha state of India where various socio demographic characteristics of the farmers are also available to support the regression analysis of the factors influencing knowledge and attitude traits
DOI: 10.17632/47gnt6yrhf
title: LINF_280005600

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/47gnt6yrhf.1
title: LINF_280005600

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/w5nbd9zhs7
title: LINF_270033400

description: RNA polymerase III subunit | RPC3 | C82; Leishmania infantum (strain JPCM5)
DOI: 10.17632/w5nbd9zhs7.2
title: LINF_270033400

description: RNA polymerase III subunit | RPC3 | C82; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.s2kdrt
title: Occurrence Download

description: A dataset containing 341643 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anthyllis vulneraria)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 341643 records from 1527 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033690-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zed9z7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.014666 -33.824511, 148.014666 -33.829002, 148.016911 -33.829002, 148.016911 -33.824511, 148.014666 -33.824511))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069753-240626123714530/datasets/export for details.
DOI: 10.6084/m9.figshare.26735052
title: Additional file 7 of Association of early menarche with breast tumor molecular features and recurrence

description: Additional file7
DOI: 10.6084/m9.figshare.23930263
title: Additional file 2 of Extended genetic analysis and tumor characteristics in over 4600 women with suspected hereditary breast and ovarian cancer

description: Additional file 2: Table S1. Unique pathogenic/likely pathogenic variants detected in the Swedish cohort. Table S2. Splice site variants not affecting the canonical +- 1,2 basepairs. Table S3. Detailed assessment of TP53 carriers in the Swedish cohort. Table S4a. Diagnostic yield of pathogenic variants per gene in subgroups of women with breast and/or ovarian cancer. Table S4b. Pathogenic variants per gene in breast cancer subgroups. Table S5. Women with two pathogenic/likely pathogenic variants. Table S6. Gene domains and regions depicted in lolliplots. Table S7. Sequences of adapters with 6 nucleotide long barcode sequences. Table S8. Sequences of adapters with 8 nucleotide long barcode sequences. Table S9. SureSelect custom hybrid selection assay design. Table S10. Primers for cDNA sequencing and minigene assays for analyses of splicing.
DOI: 10.6084/m9.figshare.23930263.v1
title: Additional file 2 of Extended genetic analysis and tumor characteristics in over 4600 women with suspected hereditary breast and ovarian cancer

description: Additional file 2: Table S1. Unique pathogenic/likely pathogenic variants detected in the Swedish cohort. Table S2. Splice site variants not affecting the canonical +- 1,2 basepairs. Table S3. Detailed assessment of TP53 carriers in the Swedish cohort. Table S4a. Diagnostic yield of pathogenic variants per gene in subgroups of women with breast and/or ovarian cancer. Table S4b. Pathogenic variants per gene in breast cancer subgroups. Table S5. Women with two pathogenic/likely pathogenic variants. Table S6. Gene domains and regions depicted in lolliplots. Table S7. Sequences of adapters with 6 nucleotide long barcode sequences. Table S8. Sequences of adapters with 8 nucleotide long barcode sequences. Table S9. SureSelect custom hybrid selection assay design. Table S10. Primers for cDNA sequencing and minigene assays for analyses of splicing.
DOI: 10.6084/m9.figshare.23930201
title: Additional file 1 of Genome-wide association study of resistance to anthracnose in pepper (Capsicum chinense) germplasm

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.23930201.v1
title: Additional file 1 of Genome-wide association study of resistance to anthracnose in pepper (Capsicum chinense) germplasm

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.23930465
title: Additional file 2 of Disentangling the link between zebrafish diet, gut microbiome succession, and Mycobacterium chelonae infection

description: Additional file 2: Proximate analysis of diets used in the study.
DOI: 10.6084/m9.figshare.23930465.v1
title: Additional file 2 of Disentangling the link between zebrafish diet, gut microbiome succession, and Mycobacterium chelonae infection

description: Additional file 2: Proximate analysis of diets used in the study.
DOI: 10.6084/m9.figshare.23930401
title: Additional file 2 of Sleep problems and referral intentions in mental health services: service user self-report and staff proxy report surveys

description: Appendix 2: Summary demographic data from Business Intelligence at NHS Trust #1
DOI: 10.6084/m9.figshare.23930401.v1
title: Additional file 2 of Sleep problems and referral intentions in mental health services: service user self-report and staff proxy report surveys

description: Appendix 2: Summary demographic data from Business Intelligence at NHS Trust #1
DOI: 10.6084/m9.figshare.23930222
title: Additional file 2 of The CUT&RUN suspect list of problematic regions of the genome

description: Additional file 2. Suspect list genome coordinates for hg38, mm10, T2T, mm39, and coordinates with annotations for the hg38 and mm10 lists.
DOI: 10.6084/m9.figshare.23930222.v1
title: Additional file 2 of The CUT&RUN suspect list of problematic regions of the genome

description: Additional file 2. Suspect list genome coordinates for hg38, mm10, T2T, mm39, and coordinates with annotations for the hg38 and mm10 lists.
DOI: 10.15468/dl.q8ka65
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((147.349909 -33.826756, 147.349909 -33.833494, 147.354401 -33.833494, 147.354401 -33.826756, 147.349909 -33.826756))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069754-240626123714530/datasets/export for details.
DOI: 10.6084/m9.figshare.23930275
title: Additional file 2 of Maast: genotyping thousands of microbial strains efficiently

description: Additional file 2: Supplementary Tables S1. Summary of intra-specific genomes and common SNPs for 146 microbial species associated with the human gut.
DOI: 10.6084/m9.figshare.23930275.v1
title: Additional file 2 of Maast: genotyping thousands of microbial strains efficiently

description: Additional file 2: Supplementary Tables S1. Summary of intra-specific genomes and common SNPs for 146 microbial species associated with the human gut.
DOI: 10.6084/m9.figshare.23930278
title: Additional file 3 of Maast: genotyping thousands of microbial strains efficiently

description: Additional file 3: Supplementary Tables S2. List of UHGG genomes for 3 CGR species that were used for evaluating the computational performance of Maast.
DOI: 10.6084/m9.figshare.23930278.v1
title: Additional file 3 of Maast: genotyping thousands of microbial strains efficiently

description: Additional file 3: Supplementary Tables S2. List of UHGG genomes for 3 CGR species that were used for evaluating the computational performance of Maast.
DOI: 10.6084/m9.figshare.23930281
title: Additional file 4 of Maast: genotyping thousands of microbial strains efficiently

description: Additional file 4: Supplementary Tables S3. Detailed computational performance of Maast, Parsnp and kSNP based on running each tool on 500, 1000 and 5000 genomes.
DOI: 10.6084/m9.figshare.23930281.v1
title: Additional file 4 of Maast: genotyping thousands of microbial strains efficiently

description: Additional file 4: Supplementary Tables S3. Detailed computational performance of Maast, Parsnp and kSNP based on running each tool on 500, 1000 and 5000 genomes.
DOI: 10.6084/m9.figshare.23930284
title: Additional file 5 of Maast: genotyping thousands of microbial strains efficiently

description: Additional file 5: Supplementary Tables S4. List of accession numbers for the whole genome assemblies and sequencing reads of B. uniformis.
DOI: 10.6084/m9.figshare.23930284.v1
title: Additional file 5 of Maast: genotyping thousands of microbial strains efficiently

description: Additional file 5: Supplementary Tables S4. List of accession numbers for the whole genome assemblies and sequencing reads of B. uniformis.
DOI: 10.6084/m9.figshare.23930287
title: Additional file 6 of Maast: genotyping thousands of microbial strains efficiently

description: Additional file 6: Supplementary Tables S5. Detailed comparison of SNP calling accuracy between Maast, Maast + NRC, kSNP and Parsnp.
DOI: 10.6084/m9.figshare.23930287.v1
title: Additional file 6 of Maast: genotyping thousands of microbial strains efficiently

description: Additional file 6: Supplementary Tables S5. Detailed comparison of SNP calling accuracy between Maast, Maast + NRC, kSNP and Parsnp.
DOI: 10.6084/m9.figshare.23930290
title: Additional file 7 of Maast: genotyping thousands of microbial strains efficiently

description: Additional file 7: Supplementary Tables S6. List of accession numbers for 3,428 whole genome assemblies of H. pylori.
DOI: 10.6084/m9.figshare.23930290.v1
title: Additional file 7 of Maast: genotyping thousands of microbial strains efficiently

description: Additional file 7: Supplementary Tables S6. List of accession numbers for 3,428 whole genome assemblies of H. pylori.
DOI: 10.6084/m9.figshare.23930293
title: Additional file 8 of Maast: genotyping thousands of microbial strains efficiently

description: Additional file 8: Supplementary Tables S7. Accession numbers and metadata of 3,178 H. pylori strains.
DOI: 10.6084/m9.figshare.23930293.v1
title: Additional file 8 of Maast: genotyping thousands of microbial strains efficiently

description: Additional file 8: Supplementary Tables S7. Accession numbers and metadata of 3,178 H. pylori strains.
DOI: 10.6084/m9.figshare.23930296.v1
title: Additional file 9 of Maast: genotyping thousands of microbial strains efficiently

description: Additional file 9: Supplementary Tables S8. List of 475 H. pylori strains with paired whole genome assemblies and sequencing reads.
DOI: 10.6084/m9.figshare.23930296
title: Additional file 9 of Maast: genotyping thousands of microbial strains efficiently

description: Additional file 9: Supplementary Tables S8. List of 475 H. pylori strains with paired whole genome assemblies and sequencing reads.
DOI: 10.6084/m9.figshare.23930299
title: Additional file 10 of Maast: genotyping thousands of microbial strains efficiently

description: Additional file 10: Supplementary Tables S9. Accession numbers and metadata of 37,096 SARS-CoV-2 strains downloaded from the NCBI SARS-CoV-2 Data Hub and SRA.
DOI: 10.6084/m9.figshare.23930299.v1
title: Additional file 10 of Maast: genotyping thousands of microbial strains efficiently

description: Additional file 10: Supplementary Tables S9. Accession numbers and metadata of 37,096 SARS-CoV-2 strains downloaded from the NCBI SARS-CoV-2 Data Hub and SRA.
DOI: 10.6084/m9.figshare.23930378
title: Additional file 1 of The 18S rRNA genes of Haemoproteus (Haemosporida, Apicomplexa) parasites from European songbirds with remarks on improved parasite diagnostics

description: Additional file 1: Table S1. CytB sequence data used for the DNA haplotype networks and pie charts showing the distribution of Haemoproteus lineages in bird hosts and geographic regions.
DOI: 10.6084/m9.figshare.23930378.v1
title: Additional file 1 of The 18S rRNA genes of Haemoproteus (Haemosporida, Apicomplexa) parasites from European songbirds with remarks on improved parasite diagnostics

description: Additional file 1: Table S1. CytB sequence data used for the DNA haplotype networks and pie charts showing the distribution of Haemoproteus lineages in bird hosts and geographic regions.
DOI: 10.6084/m9.figshare.23930381
title: Additional file 2 of The 18S rRNA genes of Haemoproteus (Haemosporida, Apicomplexa) parasites from European songbirds with remarks on improved parasite diagnostics

description: Additional file 2: Table S2. Results of the RDP5 recombination tests analyzing the 18S sequences of the Haemoproteus lineages studied.
DOI: 10.6084/m9.figshare.23930381.v1
title: Additional file 2 of The 18S rRNA genes of Haemoproteus (Haemosporida, Apicomplexa) parasites from European songbirds with remarks on improved parasite diagnostics

description: Additional file 2: Table S2. Results of the RDP5 recombination tests analyzing the 18S sequences of the Haemoproteus lineages studied.
DOI: 10.6084/m9.figshare.26735010
title: Additional file 1 of Evaluation of [11C]UCB-A positron emission tomography in human brains

description: Additional file 1.
DOI: 10.6084/m9.figshare.23930420
title: Additional file 1 of Association between systemic immune-inflammation index and chronic obstructive pulmonary disease: a population-based study

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.23930420.v1
title: Additional file 1 of Association between systemic immune-inflammation index and chronic obstructive pulmonary disease: a population-based study

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.23930438
title: Additional file 3 of Causal associations of remnant cholesterol with cardiometabolic diseases and risk factors: a mendelian randomization analysis

description: Supplementary Material 3
DOI: 10.6084/m9.figshare.23930438.v1
title: Additional file 3 of Causal associations of remnant cholesterol with cardiometabolic diseases and risk factors: a mendelian randomization analysis

description: Supplementary Material 3
DOI: 10.6084/m9.figshare.23930360.v1
title: Additional file 1 of Linkage and association of variants in the dopamine receptor 2 gene (DRD2) with polycystic ovary syndrome

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.23930360
title: Additional file 1 of Linkage and association of variants in the dopamine receptor 2 gene (DRD2) with polycystic ovary syndrome

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.23930395
title: Additional file 2 of Fertility preservation after gonadotoxic treatments for cancer and autoimmune diseases

description: Additional file 2: Supplementary Table 1. Participants' characteristics and ART outcome. Supplementary Table 2. Clinical outcomes: Characteristics of patients before gonadotoxic treatment. Supplementary Table 3. Effects of age, AMH, the total dosage of gonadotropin use, and gonadotoxic treatments on the number of oocytes retrieved. Supplementary Table 4. Effects of age, AMH, the total dosage of gonadotropin use, and gonadotoxic treatments on the number of MII oocytes retrieved.
DOI: 10.6084/m9.figshare.23930395.v1
title: Additional file 2 of Fertility preservation after gonadotoxic treatments for cancer and autoimmune diseases

description: Additional file 2: Supplementary Table 1. Participants' characteristics and ART outcome. Supplementary Table 2. Clinical outcomes: Characteristics of patients before gonadotoxic treatment. Supplementary Table 3. Effects of age, AMH, the total dosage of gonadotropin use, and gonadotoxic treatments on the number of oocytes retrieved. Supplementary Table 4. Effects of age, AMH, the total dosage of gonadotropin use, and gonadotoxic treatments on the number of MII oocytes retrieved.
DOI: 10.6084/m9.figshare.23930353
title: Additional file 2 of Identification of host gene-microbiome associations in colorectal cancer patients using mendelian randomization

description: Additional file 2: Table S1. STROBE-MR Checklist. Table S2. SNPs used as instrumental variables from gut microbiome and CRC GWASs (P &lt; 1 × 10–5). Table S3. Results of MR Steiger direction test. Table S4. Power calculations in Mendelian randomization study.
DOI: 10.6084/m9.figshare.23930353.v1
title: Additional file 2 of Identification of host gene-microbiome associations in colorectal cancer patients using mendelian randomization

description: Additional file 2: Table S1. STROBE-MR Checklist. Table S2. SNPs used as instrumental variables from gut microbiome and CRC GWASs (P &lt; 1 × 10–5). Table S3. Results of MR Steiger direction test. Table S4. Power calculations in Mendelian randomization study.
DOI: 10.6084/m9.figshare.23930377
title: Additional file 4 of Detection of the pathological exposure of pulp using an artificial intelligence tool: a multicentric study over periapical radiographs

description: Additional file 4.
DOI: 10.6084/m9.figshare.23930377.v1
title: Additional file 4 of Detection of the pathological exposure of pulp using an artificial intelligence tool: a multicentric study over periapical radiographs

description: Additional file 4.
DOI: 10.6084/m9.figshare.23930279
title: Additional file 2 of Triple negative breast cancer metastasis is hindered by a peptide antagonist of F11R/JAM‑A protein

description: Additional file 2: .
DOI: 10.6084/m9.figshare.23930279.v1
title: Additional file 2 of Triple negative breast cancer metastasis is hindered by a peptide antagonist of F11R/JAM‑A protein

description: Additional file 2: .