cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/6h62wp97kj.2
title: A Dataset of Cybersecurity Study Program and Courses Detail Description in Europe including the ENISA Skill Roles Description for Analyzing the Alignment between the Courses and Skill in Cybersecurity Area

description: 1. Course Detail Description
This dataset provides detailed information about various courses, including:

Course ID: A unique identifier for each course.
Course Title: The name of the course.
Course Description: A detailed description of what the course covers, including its objectives and the key topics it addresses.
This dataset also maps each course ID to the corresponding University Name and Study Program through other related datasets. The study programs have been abbreviated to simplify visualization and analysis.

2. ENISA Skill Set
This dataset, based on the ENISA framework, outlines a comprehensive set of skills relevant to cybersecurity professionals. It includes:

Skill Categories: Broad categories representing areas such as cybersecurity operations, compliance, auditing, and threat intelligence.
Skill Descriptions: Detailed phrases describing specific skills and expertise required in the field of cybersecurity. These may include technical skills like "penetration testing" and "vulnerability assessment," as well as more strategic skills like "risk management strategies" and "cybersecurity standards."

3. Extracted Skills
The extracted_skill file contains of the result of extracted skill from the profiles and courses description. It include Commons_Skill and Spesialized_Skill.

4. final combined
the final_combined file contains of a concatenated original description with extracted skill, the original description only and the extracted skill which already finishes a process of preprocessing.

5. Skill Phrases
The skill_phrases.txt file contains a list of manually extracted phrases representing various skills needed in cybersecurity. These phrases were derived from the ENISA Skill Set dataset and serve as annotations to both the Course Detail Description and the Skill Set. They cover a wide range of competencies, including:

Technical Skills: Such as "malware analysis," "penetration testing," and "cybersecurity simulations."
Strategic Skills: Such as "cybersecurity strategy," "risk management," and "compliance auditing."
These skills provide a granular understanding of the expertise required for different cybersecurity roles.

6. Task Phrases
The task_phrases.txt file includes manually extracted phrases that describe specific tasks or responsibilities in the field of cybersecurity. Like the Skill Phrases, these were derived from the ENISA Skill Set and serve as annotations for both the Course Detail Description and the Skill Set. These tasks include:

Operational Tasks: Such as "monitor effectiveness," "conduct ethical hacking," and "implement controls."
Strategic Tasks: Like "develop risk management strategies," "evaluate vulnerabilities," and "organize test plans."
These phrases offer insight into the actions and activities that professionals are expected to carry out in their cybersecurity roles
DOI: 10.15468/dl.br4g6n
title: Occurrence Download

description: A dataset containing 89576 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Canada",
 "Country is Canada"
 ]
 },
 {
 "and" : [
 "StateProvince is one of (quebec)",
 "TaxonKey is one of (Tracheophyta)"
 ]
 }
 ]
}

 The dataset includes 89576 records from 198 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005095-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bac67v
title: Occurrence Download

description: A dataset containing 603 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chrysophyllum cainito L."
 ]
}

 The dataset includes 603 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005097-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5r7ak4
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "DatasetKey is Royal Botanic Gardens, Kew - Herbarium Specimens",
 "RecordedBy is TAYLOR, J."
 ]
}

 The dataset includes 17 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005098-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/hspwsjxn5x.1
title: Rawdata of the Non-musician group of Experiment for "The impact of musical expertise on anticipatory semantic processing during online speech comprehension: an electroencephalography study"

description: The dataset includes the raw data coming from the EEG Experiment, for 26 non-musician subjects. You can find the detailed description of the data in the corresponding folders.
DOI: 10.17632/3mw6964cxc.1
title: Paylater on Zoomer Generation

description: Research on digital payments covers various aspects related to the adoption and use of technology-based payment methods. The data collected often includes users' demographic characteristics, such as age, gender, education level, and geographic location, as well as their preferences for various digital payment methods, such as digital wallets, QR codes, and mobile banking apps. Apart from that, this research also records the frequency and volume of transactions carried out via digital platforms, and compares them with traditional payment methods such as cash. Security and trust are an important focus, where data shows the extent to which users feel safe in carrying out digital transactions and the factors that influence their level of trust in these systems. Regulatory aspects are also a concern, with data regarding government policies influencing the development of digital payments, including consumer protection and anti-fraud regulations. Additionally, this research often explores challenges faced by consumers and businesses, such as accessibility barriers or low digital literacy. Innovation trends in digital payments, such as the use of artificial intelligence and blockchain technology, were also part of the research, providing an insight into how these technologies are changing the way payments are made. This research can compare the use of digital payments in various regions or countries, as well as socio-economic factors that influence the level of adoption of payment technology. All this data provides comprehensive insight into the dynamics and development of digital payments in society.
DOI: 10.17632/p9hmrh5hfh
title: Expert Perspectives on Risk Allocation for Nigerian PPP Mass Housing Projects: A Delphi Approach

description: This dataset contains the results of a Delphi survey on risk allocation preferences for PPP-MHPs in Nigeria. The survey gathered opinions from experts in the PPP housing sector on the allocation of risks in PPP-MHPs. The dataset includes the rankings of risk allocation criteria and risk factors, as well as the opinions of experts on the responsibility for managing each risk factor.
DOI: 10.17632/p9hmrh5hfh.1
title: Expert Perspectives on Risk Allocation for Nigerian PPP Mass Housing Projects: A Delphi Approach

description: This dataset contains the results of a Delphi survey on risk allocation preferences for PPP-MHPs in Nigeria. The survey gathered opinions from experts in the PPP housing sector on the allocation of risks in PPP-MHPs. The dataset includes the rankings of risk allocation criteria and risk factors, as well as the opinions of experts on the responsibility for managing each risk factor.
DOI: 10.17632/gwz2wthx6d
title: CM-submission dataset

description: CM-submission dataset
DOI: 10.17632/gwz2wthx6d.1
title: CM-submission dataset

description: CM-submission dataset
DOI: 10.15468/dl.nhtkvh
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Piper pseudoasperifolium C.DC., Werauhia nutans (L.B.Sm.) J.R.Grant)"
 ]
}

 The dataset includes 112 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005099-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d7mvxr
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "DatasetKey is Natural History Museum (London) Collection Specimens",
 "RecordedBy is J. Taylor"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005100-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7931/xgzq-sk34
title: DOC T1x9 soil metabarcoding data
DOI: 10.15468/dl.6dumqu
title: Occurrence Download

description: A dataset containing 766 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Pinus engelmannii Carrière"
 ]
}

 The dataset includes 766 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005102-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10426422
title: Water company D8 grids
DOI: 10.5281/zenodo.10426423
title: Water company D8 grids
DOI: 10.5281/zenodo.13882300
title: Water company D8 grids
DOI: 10.5281/zenodo.14194018
title: Water company D8 grids
DOI: 10.5281/zenodo.14219156
title: Water company D8 grids
DOI: 10.5281/zenodo.14225298
title: Water company D8 grids
DOI: 10.5281/zenodo.14238014
title: Water company D8 grids
DOI: 10.6084/m9.figshare.27926763
title: The raw EEG recordings used for detecting driver fatigue.

description: These are the raw EEG recordings from twenty-six participants collected for driver fatigue detection. To protect personal privacy, each participant is identified by a unique numerical code. The .cnt files, generated using a 40-channel Neuroscan amplifier, contain EEG data recorded under two different states during the driving process.
DOI: 10.17632/zbhxzs7x8d
title: SEC-SAXS data oxidised AIF

description: SAXS data on oxidised AIF described in the paper: CHCHD4 binding affects the active site of apoptosis inducing factor (AIF): Structural determinants for allosteric regulation by Fagnani et al., https://doi.org/10.1016/j.str.2024.02.008
DOI: 10.17632/zbhxzs7x8d.1
title: SEC-SAXS data oxidised AIF

description: SAXS data on oxidised AIF described in the paper: CHCHD4 binding affects the active site of apoptosis inducing factor (AIF): Structural determinants for allosteric regulation by Fagnani et al., https://doi.org/10.1016/j.str.2024.02.008
DOI: 10.17632/h7hgnhz4wn
title: stoichiometry

description: soil data
DOI: 10.17632/h7hgnhz4wn.1
title: stoichiometry

description: soil data
DOI: 10.15468/dl.982hv4
title: Occurrence Download

description: A dataset containing 5428963 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Canada",
 "Country is Canada"
 ]
 },
 {
 "and" : [
 "Country is one of (Canada)",
 "TaxonKey is one of (Tracheophyta)",
 {
 "not" : {
 "Issue" : [
 "is one of (Country coordinate mismatch, Country mismatch, Zero coordinate)"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 5428963 records from 552 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005101-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cegw4t
title: Occurrence Download

description: A dataset containing 5472 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vaccinium myrtilloides Michx.",
 "BasisOfRecord is one of (Specimen, Human Observation, Occurrence evidence, Material sample, Living Specimen)",
 "HasCoordinate is true",
 "Country is one of (Canada, United States of America, Mexico)"
 ]
}

 The dataset includes 5472 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005103-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4pzn64
title: Occurrence Download

description: A dataset containing 2235 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0)",
 "TaxonKey is Meles meles (Linnaeus, 1758)"
 ]
}

 The dataset includes 2235 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005104-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hhrh37
title: Occurrence Download

description: A dataset containing 669 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Fuscoporia gilva (Schwein.) T.Wagner & M.Fisch."
 ]
}

 The dataset includes 669 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005105-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gh9vze
title: Occurrence Download

description: A dataset containing 127405 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Phoenicopterus ruber Linnaeus, 1758"
 ]
}

 The dataset includes 127405 records from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006448-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14976897
title: Spectra From Precise Bolometric Luminosities and Effective Temperatures of 23 late-T and Y dwarfs Obtained with JWST

description: This archive contains the data behind Figures 5-7 of the published version of the manuscript listed above (Beiler et al. 2024b, https://doi.org/10.3847/1538-4357/ad6301). These data include the merged JWST NIRSpec and MIRI LRS.  The full reduction, marging, and calibration process can be found in Section 4. For any questions, contact Samuel Beiler <Samuel.Beiler@rockets.utoledo.edu>.
DOI: 10.5281/zenodo.14976965
title: Collective action and civil disorder in pandemic-ridden Italy

description: The table was elaborated for the research project Civil Disorder in Pandemic-ridden European Union. The latter was financially supported by the National Science Centre, Poland [grant number 2021/43/B/HS5/00290]
DOI: 10.5281/zenodo.14976966
title: Collective action and civil disorder in pandemic-ridden Italy

description: The table was elaborated for the research project Civil Disorder in Pandemic-ridden European Union. The latter was financially supported by the National Science Centre, Poland [grant number 2021/43/B/HS5/00290]
DOI: 10.5281/zenodo.14976984
title: Demonstration events in Portugal during the pandemic

description: The table was elaborated for the research project Civil Disorder in Pandemic-ridden European Union. The latter was financially supported by the National Science Centre, Poland [grant number 2021/43/B/HS5/00290]
DOI: 10.5281/zenodo.14976985
title: Demonstration events in Portugal during the pandemic

description: The table was elaborated for the research project Civil Disorder in Pandemic-ridden European Union. The latter was financially supported by the National Science Centre, Poland [grant number 2021/43/B/HS5/00290]
DOI: 10.15468/dl.t9s294
title: Occurrence Download

description: A dataset containing 4204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Theobroma L.",
 "HasCoordinate is true",
 "Country is Colombia"
 ]
}

 The dataset includes 4204 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006469-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.at75az
title: Occurrence Download

description: A dataset containing 4643 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chenopodium quinoa Willd."
 ]
}

 The dataset includes 4643 records from 209 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006470-250227182430271/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.28543970
title: UAVImagesofBurrows

description: This dataset is UAV images of marmot burrows at the Rocky Mountain Research Laboratory in Colorado, U.S.A
DOI: 10.15468/dl.s5dn5r
title: Occurrence Download

description: A dataset listing the 230 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "Geometry POLYGON((-115.27227 49.26655,-114.61713 49.26655,-114.61713 50.59989,-115.27227 50.59989,-115.27227 49.26655))",
 "HasCoordinate is true",
 "TaxonKey is Fungi"
 ]
}

 The dataset's 230 records were derived from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006465-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13012/b2idb-8512696_v1
title: Sequence alignment and data partitions for phylogenomic analyses of tribe Darnini

description: These data files were used for phylogenomic analyses of Darnini and related Membracidae (Hemiptera: Auchenorrhyncha) in the referenced article by Gonzalez-Mozo et al. The "mem_50p_alignment.fasta" file contains the aligned, concatenated nucleotide sequence data for 52 species and 494 genetic loci included in the phylogenetic analyses ("N" indicates missing data and "-" indicates an alignment gap). The file "Table 1.rtf" lists the included species, country of origin and genbank accession number. Species newly sequenced for this study have a Sample ID with prefix "DAR"; previously sequenced species for which data were downloaded from genbank have "NCBI" indicated in the same column of the table. The file "partition_def_50p.txt" lists the 494 genetic loci included in the alignment with their exact positions indicated by the range of numbers given at the end of each line (e.g., locus "uce-1" occupies positions 1-280 in the alignment).
DOI: 10.15468/dl.rmmny2
title: Occurrence Download

description: A dataset containing 4204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Theobroma L.",
 "HasCoordinate is true",
 "Country is Colombia"
 ]
}

 The dataset includes 4204 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006471-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tppgpr
title: Occurrence Download

description: A dataset containing 783 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isthmohyla pseudopuma (Günther, 1901)"
 ]
}

 The dataset includes 783 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006470-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9t333z
title: Occurrence Download

description: A dataset containing 783 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isthmohyla pseudopuma (Günther, 1901)"
 ]
}

 The dataset includes 783 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006469-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rcmb54
title: Occurrence Download

description: A dataset containing 783 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isthmohyla pseudopuma (Günther, 1901)"
 ]
}

 The dataset includes 783 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006472-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.echw7a
title: Occurrence Download

description: A dataset containing 783 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isthmohyla pseudopuma (Günther, 1901)"
 ]
}

 The dataset includes 783 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006473-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bgtak
title: Occurrence Download

description: A dataset containing 783 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isthmohyla pseudopuma (Günther, 1901)"
 ]
}

 The dataset includes 783 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006474-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7ztus
title: Occurrence Download

description: A dataset containing 783 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isthmohyla pseudopuma (Günther, 1901)"
 ]
}

 The dataset includes 783 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006471-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r553db
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is COL.18.2_2",
 "IucnRedListCategory is EN"
 ]
}

 The dataset includes 46 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006478-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b9j3gs
title: Occurrence Download

description: A dataset containing 783 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isthmohyla pseudopuma (Günther, 1901)"
 ]
}

 The dataset includes 783 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006475-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jukhxr
title: Occurrence Download

description: A dataset containing 783 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isthmohyla pseudopuma (Günther, 1901)"
 ]
}

 The dataset includes 783 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006472-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.