cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13889885
title: The Sampling Problem when Mining Inter-Library Usage Patterns

description: Tool support in software engineering often depends on relationships, regularities, patterns, or rules, mined from sampled code. Examples are approaches to bug prediction, code recommendation, and code autocompletion. Samples are relevant to scale the analysis of data. Many such samples consist of software projects taken from GitHub; however, the specifics of sampling might influence the generalization of the patterns. 

In this paper, we focus on how to sample software projects that are clients of libraries and frameworks, when mining for interlibrary usage patterns. We notice that when limiting the sample to a very specific library, inter-library patterns in the form of implications from one library to another may not generalize well. Using a simulation and a real case study, we analyze different sampling methods. Most importantly, our simulation shows that only when sampling for the disjunction of both libraries involved in the implication, the implication generalizes well. Second, we show that real empirical data sampled from GitHub does not behave as we would expect it from our simulation. This identifies a potential problem with the usage of such API for studying inter-library usage patterns.
DOI: 10.5281/zenodo.14841430
title: The Sampling Threat when Mining Generalizable Inter-Library Usage Patterns

description: Tool support in software engineering often relies on relationships, regularities, patterns, or rules mined from other users’ code. Examples include approaches to bug prediction, code recommendation, and code autocompletion. Mining is typically performed on samples of code rather than the entirety of available software projects. While sampling is crucial for scaling data analysis, it might influence the generalization of the mined patterns. This paper focuses on sampling software projects filtered for specific libraries and frameworks, and on mining patterns that connect different libraries. We call these inter-library patterns.

We observe that limiting the sample to a specific library may hinder the generalization of inter-library patterns, posing a threat to their use or interpretation. Using a simulation and a real case study, we demonstrate this threat for different sampling methods. Our simulation shows that only when sampling for the disjunction of both libraries involved in the implication of a pattern, the implication generalizes well. Additionally, we demonstrate that real empirical data sampled using the GitHub search API does not behave as expected from our simulation. This identifies a potential threat relevant for many studies that use the GitHub search API for studying inter-library patterns.
DOI: 10.15468/dl.hh5g99
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((44.33649 13.54943,69.8054 13.54943,69.8054 31.3033,44.33649 31.3033,44.33649 13.54943))",
 "TaxonKey is Diadema setosum (Leske, 1778)"
 ]
}

 The dataset includes 37 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021788-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8r7y5b
title: Occurrence Download

description: A dataset containing 301172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 301172 records from 169 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021785-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e218702
title: Non-Disaster and Assistance to Firefighter Grants, FEMA

description: The Grant Programs Directorate strategically and effectively administers and manages FEMA grants to ensure critical and measurable results for customers and stakeholders. The grants represented in this data reflect two sets of grants: Non-Disaster Preparedness Grants and Assistance to Firefighter Grants (AFG).
DOI: 10.3886/e218702v1
title: Non-Disaster and Assistance to Firefighter Grants, FEMA

description: The Grant Programs Directorate strategically and effectively administers and manages FEMA grants to ensure critical and measurable results for customers and stakeholders. The grants represented in this data reflect two sets of grants: Non-Disaster Preparedness Grants and Assistance to Firefighter Grants (AFG).
DOI: 10.34740/kaggle/dsv/10706165
title: Balochi Language to English Translation Dataset
DOI: 10.15468/dl.gk6aam
title: Occurrence Download

description: A dataset containing 803 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dioon edule Lindl."
 ]
}

 The dataset includes 803 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021789-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sxx82f
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dioon angustifolium Miq."
 ]
}

 The dataset includes 102 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021791-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14259570
title: Extended data for "Conserved effectors underpin the virulence of liverwort-isolated Pseudomonas in divergent plants"

description: Extended data related to the preprint "Conserved effectors underpin the virulence of liverwort-isolated Pseudomonas in divergent plants"
DOI: 10.5281/zenodo.14259571
title: Extended data for "Conserved effectors underpin the virulence of liverwort-isolated Pseudomonas in divergent plants"

description: Extended data related to the preprint "Conserved effectors underpin the virulence of liverwort-isolated Pseudomonas in divergent plants"
DOI: 10.5281/zenodo.14841392
title: Extended data for "Conserved effectors underpin the virulence of liverwort-isolated Pseudomonas in divergent plants"

description: Extended data related to the preprint "Conserved effectors underpin the virulence of liverwort-isolated Pseudomonas in divergent plants"
DOI: 10.3886/e218681
title: Public Assistance Second Appeals Tracker, FEMA

description: This dataset is made up of Public Assistance Second Appeals administered by the Public Assistance Appeals, Audits, and Arbitration Branch at the Federal Emergency Management Agency (FEMA). The mission of the Public Assistance Appeals, Audits, and Arbitration Branch is to administer FEMA’s Public Assistance (PA) appeals system in a timely, efficient, consistent, and organized manner. They accomplish this mission by:Adjudicating appeals and issuing timely final determinationsTraining and supporting FEMA personnel working on appeals throughout the agencyCommunicating agency policy and practice to FEMA regions and field staffAnalyzing trends in appeal filings and identifying issues that may require policy changes
DOI: 10.3886/e218681v1
title: Public Assistance Second Appeals Tracker, FEMA

description: This dataset is made up of Public Assistance Second Appeals administered by the Public Assistance Appeals, Audits, and Arbitration Branch at the Federal Emergency Management Agency (FEMA). The mission of the Public Assistance Appeals, Audits, and Arbitration Branch is to administer FEMA’s Public Assistance (PA) appeals system in a timely, efficient, consistent, and organized manner. They accomplish this mission by:Adjudicating appeals and issuing timely final determinationsTraining and supporting FEMA personnel working on appeals throughout the agencyCommunicating agency policy and practice to FEMA regions and field staffAnalyzing trends in appeal filings and identifying issues that may require policy changes
DOI: 10.34740/kaggle/dsv/10706187
title: Mobile Daily Smartphone
DOI: 10.15468/dl.whhnnj
title: Occurrence Download

description: A dataset containing 159 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dioon spinulosum Dyer ex Eichler"
 ]
}

 The dataset includes 159 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021793-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/rdnb-1t59
title: Middle Cerebral Artery Occlusion Dataset

description: This retrospective study analyzed 422 consecutive cases of acute unilateral MCAO without HAS and 400 healthy controls from January 2015 to June 2023.MCAO was confirmed to be using magnetic resonance angiography (MRA), computed tomography angiography (CTA), or digital subtraction angiography (DSA), which demonstrated arterial truncation with absent distal visualization. Patients underwent NCCT imaging within 24 hours of symptom onset, with no recanalization therapies performed between NCCT and vascular imaging. The time interval between NCCT and vascular imaging did not exceed 72 hours, and all images were deemed suitable for evaluation. Imaging was performed using standardized protocols: NCCT scans were conducted with a Siemens Somatom Definition AS+128 or Siemens third-generation dual-source Force CT, MRI scans were completed on a Siemens 3.0T system with T2-FLAIR, DWI, and 3D-TOF sequences, CTA utilized iodine contrast agents and Bolus-tracking techniques, and DSA was performed with standard femoral artery catheterization and iodixanol contrast injection. Figure 4: Inclusion and exclusion flowchart of 422 cases of HAS negative acute unilateral middle cerebral artery occlusion patients. MRA refers to MR angiography, CTA refers to CT angiography, regions of interest (ROI) refer to the region of interest and HAS refers to the hyperdense artery sign.
DOI: 10.15468/dl.tfh4jh
title: Occurrence Download

description: A dataset containing 677030 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-74.18074 4.41313,-73.95449 4.41313,-73.95449 4.76498,-74.18074 4.76498,-74.18074 4.41313))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2002-2024"
 ]
}

 The dataset includes 677030 records from 206 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021790-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ztg82
title: Occurrence Download

description: A dataset containing 123989 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Alces alces (Linnaeus, 1758)"
 ]
}

 The dataset includes 123989 records from 208 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021792-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j92puw
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Rhinolophus lepidus lepidus"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062546-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.br494n
title: Occurrence Download

description: A dataset containing 6578 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ursus americanus Pallas, 1780"
 ]
}

 The dataset includes 6578 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053829-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v2betq
title: Occurrence Download

description: A dataset containing 54385 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hippophae L."
 ]
}

 The dataset includes 54385 records from 377 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017204-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m9p33x
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Acacia kraussiana Meisn. ex Benth."
 ]
}

 The dataset includes 35 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062560-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68mja4
title: Occurrence Download

description: A dataset containing 1788 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Erythroxylum citrifolium A.St.-Hil."
 ]
}

 The dataset includes 1788 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084451-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g83l4p
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acridocarpus alternifolius (Schumach. & Thonn.) Nied.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 158 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035686-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lazjjo
title: Occurrence Download

description: A dataset containing 667 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Artibeus watsoni Thomas, 1901",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 667 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008698-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.srbofo
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Chile",
 "Country is Argentina"
 ]
 },
 "TaxonKey is Sophora cassioides (F.Phil.) Sparre"
 ]
}

 The dataset includes 71 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008300-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.49gqkh
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Canadian Museum of Nature Fish Collection",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Alosa sapidissima (Wilson, 1811)"
 ]
}

 The dataset includes 29 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071350-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x9ptqv
title: Occurrence Download

description: A dataset containing 609 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trichopsis vittata (Cuvier, 1831))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 609 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058198-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5n7oe4
title: Occurrence Download

description: A dataset containing 160774 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The Fungal Collection at the Senckenberg Museum für Naturkunde Görlitz"
 ]
}

 The dataset includes 160774 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008698-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gc7t2j
title: Occurrence Download

description: A dataset containing 4735 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pagophilus Gray, 1844"
 ]
}

 The dataset includes 4735 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008300-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mgfomd
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Urtica linearifolia (Hook.fil.) Cockayne"
 ]
}

 The dataset includes 104 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031766-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hteiwk
title: Occurrence Download

description: A dataset containing 236 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mazama nana (Hensel, 1872)"
 ]
}

 The dataset includes 236 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008698-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wsg8vq
title: Occurrence Download

description: A dataset containing 5866 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Orcinus orca (Linnaeus, 1758)",
 "Year 1899-2020"
 ]
}

 The dataset includes 5866 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061912-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57724/jci_20180104_dinglac_mbev
title:  DINGLAC: Mass balance, extent and velocity – Hurd & Johnsons glaciers 2017-2018
DOI: 10.15468/dl.towt60
title: Occurrence Download

description: A dataset containing 2785 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Platanus orientalis L."
 ]
}

 The dataset includes 2785 records from 194 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017208-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.azjhur
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Incilius spiculatus (Mendelson, 1997)"
 ]
}

 The dataset includes 37 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081407-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wzetkx
title: Occurrence Download

description: A dataset containing 216 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Country is Viet Nam",
 "HasCoordinate is true",
 "TaxonKey is Buceros bicornis Linnaeus, 1758",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 216 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017199-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jn8zyw
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prosopis caldenia Burkart"
 ]
}

 The dataset includes 92 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008698-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hsrevr
title: Occurrence Download

description: A dataset containing 46719 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plecotus auritus (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 46719 records from 980 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058199-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3v38ex
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eleocharis pseudofistulosa H.E.Hess"
 ]
}

 The dataset includes 16 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035283-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kdnhum
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Year 2000-2019",
 "TaxonKey is Diphylla ecaudata Spix, 1823"
 ]
}

 The dataset includes 43 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009466-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.27t62z
title: Occurrence Download

description: A dataset containing 514 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Thamnophilus praecox Zimmer, 1937"
 ]
}

 The dataset includes 514 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046268-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.