cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.fgav6w
title: Occurrence Download

description: A dataset containing 924700 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Royal Botanic Gardens, Kew - Herbarium Specimens"
 ]
}

 The dataset includes 924700 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123706-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.86cxqx
title: Occurrence Download

description: A dataset containing 126 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gastrolobium nervosum (Meisn.) G.Chandler & Crisp"
 ]
}

 The dataset includes 126 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046063-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q3ptxj
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Androsace ovczinnikovii Schischk. & Bobrov"
 ]
}

 The dataset includes 47 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030514-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zn3am9
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Armeria maderensis Lowe"
 ]
}

 The dataset includes 79 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051580-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.256msu
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scorzoneroides laciniata (Bertol.) Greuter"
 ]
}

 The dataset includes 74 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121125-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.scdjbk
title: Occurrence Download

description: A dataset containing 946713 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Animalia",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Country is one of (Afghanistan, United Arab Emirates, Bangladesh, Bahrain, Bhutan, Djibouti, Egypt, Ethiopia, India, Iran (Islamic Republic of), Iraq, Israel, Jordan, Kuwait, Lebanon, Libya, Sri Lanka, Morocco, Maldives, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Qatar, Saudi Arabia, Sudan, Somalia, South Sudan, Syrian Arab Republic, Tunisia, Yemen)",
 "HasGeospatialIssue is FALSE",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than 1000",
 "Year is greater than or equal to 2010"
 ]
}

 The dataset includes 946713 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013949-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xutw2y
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Amphisbaena heathi Schmidt, 1936, Amphisbaena hiata Montero & Céspedez, 2002, Amphisbaena leali Thomas & Hedges, 2006)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051551-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.brky7n
title: Occurrence Download

description: A dataset containing 15281 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rorippa islandica (Oeder) Borbás"
 ]
}

 The dataset includes 15281 records from 358 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030521-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jjk8bs
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scorzoneroides kralikii (Pomel) Greuter & Talavera"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121122-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n2zrxe
title: Occurrence Download

description: A dataset containing 596 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rauvolfia serpentina (L.) Benth. ex Kurz",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 596 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012620-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mhe759
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gonatodes tapajonicus Rodrigues, 1980)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051556-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3z6wmv
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepanthes carunculigera Rchb.f."
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006287-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d6wfwq
title: Occurrence Download

description: A dataset containing 183 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "OccurrenceStatus is Present",
 "TaxonKey is Cicer arietinum L."
 ]
}

 The dataset includes 183 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121124-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n3g9nq
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lockhartia serra Rchb.f."
 ]
}

 The dataset includes 82 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012637-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8x5aag
title: Occurrence Download

description: A dataset containing 503 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Jaltomata grandiflora (B.L.Rob. & Greenm.) D' Arcy, Mione & T.Davis"
 ]
}

 The dataset includes 503 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008659-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jdk2bz
title: Occurrence Download

description: A dataset containing 129 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Mammalia (KNAM-MM)"
 ]
}

 The dataset includes 129 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020801-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ungags
title: Occurrence Download

description: A dataset containing 1486 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "OccurrenceStatus is Present",
 "TaxonKey is Cichorium intybus L."
 ]
}

 The dataset includes 1486 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121129-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d2wzfj
title: Occurrence Download

description: A dataset containing 20300 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crepidomanes (C.Presl) C.Presl"
 ]
}

 The dataset includes 20300 records from 245 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012674-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16009160
title: Dataset Questionnaire Determinants of Intention to Resubscribe to Music Streaming Platforms Based on the UTAUT Theory

description: This dataset contains respondents' answers regarding UTAUT theory, resubscription intention, and user satisfaction.
DOI: 10.15468/dl.pt2tzu
title: Occurrence Download

description: A dataset containing 380 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Robinia pseudoacacia",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 380 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026887-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d6euk5
title: Occurrence Download

description: A dataset containing 224 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ricotia cretica"
 ]
}

 The dataset includes 224 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026886-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwkfte
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026889-250711103210423/datasets/export for details.
DOI: 10.15468/dl.8ygrgn
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Barbus carletoni"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026888-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cbxgkq
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arundo donax",
 "Country is Barbados",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026890-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g2qvf7
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arundo donax",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 23 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026891-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.huyqfx
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Robinia pseudoacacia",
 "Country is Greece",
 "HasCoordinate is true"
 ]
}

 The dataset includes 188 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026892-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kceye9
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADJ8733"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026893-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jtugt4
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026894-250711103210423/datasets/export for details.
DOI: 10.5281/zenodo.8271704
title: GitHub Pull Request Analysis: Sentiment Data and Developer Survey Responses

description: The first dataset, PR Comments Dataset was curated specifically for a specialized Reinforcement Learning formalization for Pull-Request (PR) outcome predictions on GitHub using just the developer discussions. It contains over 5,88,097 in-line code comments of 66,281 PRs and a total of 15 features. The raw comments and the respective commit_ids were extracted from the work publised by Akshay Sinha (refer to the references). The data spans from January 2015 to December 2020. All the other features were augmented using the GitHub REST API. 
Feature Extraction resulted in addition of following features:

has_code_element: whether the comment makes a code suggestion or not
word_count: no. of words in the comments (British and American English only based on Hunspell Library)
stopw_ratio: ratio of no. of stop words to total word count in the comment
Sentiment Analysis conducted using VADER resulting in addition of:

neg_vr: negative polarity score
neu_vr: neutral polarity score
pos_vr: positive polarity score
compound: overall polarity score of the comment
Other PR and project related features include:

owner_name: the account owner of the repo (not case sensitive)
repo_name: the name of the repo without the .git extension (not case sensitive)
pull_no: the number to identify the PR
merged_or_not: whether PR has been merged or not
timestamp: for each comment
The dataset contains a little under 0.6 million comments associated with around 66,000 PRs. To view the PRs (consequently the related comments), group by using: owner_name, repo_name, pull_no. 
The second dataset is the collection of responses of an online exploratory survey targeting software developers and engineers. The underpinning objective was to delve deep into the developers' perspectives regarding the PR review processes and the quality of these reviews. We received a total of 22 responses.
We designed a survey protocol following #### University's guidelines for on-line research, adhering to the #### (####) in ####. After careful evaluation by #### University's Research Ethics Boards, in alignment with TCPS2, we received approval on May 2, 2023 (Ethics Clearance ID #####), effective until May 31, 2023.
The survey was carefully structured into three distinct sections. The initial section delved into the participant's demographic and professional background, featuring six primary questions, along with an optional seventh question. Prioritizing participant confidentiality, the survey was designed to safeguard anonymity.
The subsequent section transitioned to a set of questions focused on PR factors and review practices. This section presented participants with two multiple-choice queries and a pair of questions grounded in the Likert-scale, enabling a structured feedback mechanism.
Concluding the survey, the third section was crafted to prompt more detailed insights from the participants. It comprised two open-ended questions, providing an avenue for respondents to further describe their PR review experiences and techniques.
DOI: 10.15468/dl.b33xxq
title: Occurrence Download

description: A dataset containing 257035 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trifolium arvense, Trifolium arvense)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 257035 records from 1830 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026872-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/j38-99w-z6x
title: Potamogeton amplifolius Tuck.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/m2e-l1g-5sq
title: Rhododendron phaeochrysum Balf. fil. & W. W. Sm.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kj9-mn4-38l
title: Lennoa madreporoides Lex.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kpr-4kd-t72
title: Elymus caninus (L.) L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3aq-kfk-4pr
title: Garcinia brevirostris Scheff.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dzm-3s9-1tc
title: Tripogon bromoides Roem. & Schult.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3886/icpsr09983
title: Survey of Federal Government Employees, November 1991-February 1992 [United States]
title: Archival Version

description: The Survey of Federal Employees is the Office of Personnel Management's first major survey of the work force since 1983. The questionnaire was designed to provide policy-makers with information that was not available from existing sources. Questions covered various personnel areas such as employee characteristics, employees' satisfaction with their jobs, supervisors, and organizations, performance management, training, work schedule arrangements, leave benefits, and dependent care responsibilities and the ways in which employees fulfill these responsibilities.
description: A weight variable is not included in the dataset. However, the SPSS commands created and disseminated by the data producer and incorporated as a separate section in the current ICPSR codebook include SPSS syntax for weighting the main sample only.
description: ICPSR data undergo a confidentiality review and are altered when necessary to limit the risk of disclosure. ICPSR also routinely creates ready-to-go data files along with setups in the major statistical software formats as well as standard codebooks to accompany the data. In addition to these procedures, ICPSR performed the following processing steps for this data collection: Created variable labels and/or value labels.; Checked for undocumented or out-of-range codes..
description: Datasets: 
 
 DS1: Dataset
description: on-site questionnaire 
The SPSS statements created and disseminated by the original data producer to assist in data analysis and/or replication of the analysis results reported in Appendix B of the "Original ICPSR Codebook, 1993 Release" are included as a separate section in the current ICPSR codebook. These statements are designed to assist data users in selecting respondents by sample or subsample, and in weighting the main sample.
description: All federal white-collar employees in the group of federal agencies participating in the survey. The federal agencies that were contacted are listed in Table 1, Appendix A, of the "Original ICPSR Codebook, 1993 Release." Smallest Geographic Unit: ZIP code
description: The sampling plan for this study included four samples - a primary sample and three specialized subsamples (one for assessing employee values and two for evaluating pay reform). The primary sample, consisting of 56,767 Federal white-collar employees, was stratified by department and by pay category. The SPSS commands created and distributed by the data producer and included in the current ICPSR codebook contain syntax that may be used to select respondents by sample or subsample.
DOI: 10.3535/8h5-s5r-mff
title: Poa versicolor Besser

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/df1-g3p-kq6
title: Hieracium lachenalii Suter

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/r6z-n1g-bfb
title: Begonia convolvulacea (Klotzsch) A. DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/585-eh6-0eh
title: Festuca ovina L.

description: Digital Specimen for the physical specimen hosted at University of Graz.