cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.13145/bacdive101532.20251217.10
title: Arthrobacter sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive101533.20230509.8.1
title: Arthrobacter sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive101533.20251217.10
title: Arthrobacter sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive101534.20230509.8.1
title: Arthrobacter sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive101534.20251217.10
title: Arthrobacter sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.6084/m9.figshare.28606709
title: exome_bam_files_family_2_II_1

description: BAM files for patient (family2_II_1)
DOI: 10.15468/dl.tfyewt
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-10.74549 45.46825,30.6101 45.46825,30.6101 63.06919,-10.74549 63.06919,-10.74549 45.46825))",
 "HasCoordinate is true",
 "TaxonKey is Taylorilygus apicalis (Fieber, 1861)"
 ]
}

 The dataset includes 17 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012101-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xguxqu
title: Occurrence Download

description: A dataset containing 11842 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epidalea calamita (Laurenti, 1768)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 11842 records from 199 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012102-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.drub88
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mongolia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cerastium L."
 ]
}

 The dataset includes 156 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012103-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15028471
title: Test Doc Submission

description: Overview

This replication package contains all the necessary data and scripts used in our study. The package is structured into four main components.

Folder Structure

1. Data





processedData: Contains refined datasets that guide our research questions.




RawData: Contains raw scraped data about dependents from GitHub, selected for analysis.



2. RepoClonerDataAnalyser





The starting repository for the study.




Selects the top 10 libraries and their dependents.




Clones repositories and conducts analysis for all research questions.




Implemented in Python.



3. methodTypeResolutionJavaParser





A Java project used for method resolution.




After cloning repositories and filtering potential Java files using in RepoClonerDataAnalyzer project, this tool is used for parsing and resolving method types.



4. JacocoCoverageReporter





Converts raw JaCoCo HTML coverage reports into CSV format.


Implemented in Python 


Usage Instructions

Each project within this package has its own README file with detailed setup and execution instructions. Below is a high-level guide:





Data Collection: Use RepoClonerDataAnalyser to select, clone, and filter dependents.




Method Resolution: Run methodTypeResolutionJavaParser on filtered Java files.




Coverage Analysis: Use JacocoCoverageReporter to convert JaCoCo HTML reports into CSV format and then Use RepoClonerDataAnalyser for further analysis. Please refer our paper for more details.




Data Analysis: Utilize the processed data in the Data folder for research insights.



Requirements





Python 3.x




Java 8+




Required dependencies (listed in individual project README files)
DOI: 10.15468/dl.rnuqtn
title: Occurrence Download

description: A dataset containing 780 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tuta absoluta (Meyrick, 1917))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 780 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012104-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.admsws
title: Occurrence Download

description: A dataset containing 530 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-25.0",
 "Geometry POLYGON((-17.00086 28.52883,-17.00086 28.20371,-16.79395 27.90373,-16.40231 27.96902,-15.99588 28.31436,-16.03283 28.71046,-17.00086 28.52883))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Canarina canariensis (L.) Vatke, Morella faya (Aiton) Wilbur, Luzula canariensis Poir., Apollonias barbujana (Cav.) A.Braun, Adenocarpus foliolosus (Aiton) DC., Persea indica (L.) Spreng.)",
 "Year 1981-2025"
 ]
}

 The dataset includes 530 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012106-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2br7vg
title: Occurrence Download

description: A dataset containing 7745 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pelophylax ridibundus (Pallas, 1771)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 7745 records from 276 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012105-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tr29r6
title: Occurrence Download

description: A dataset containing 2632 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei, Hong Kong)",
 "Month is one of (January, February, March, April, May, June, July, August, October, September, November, December)",
 "OccurrenceStatus is Present",
 "TaxonKey is Hydrangea chinensis Maxim.",
 "Year 2020-2025"
 ]
}

 The dataset includes 2632 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012107-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8dhthf
title: Occurrence Download

description: A dataset containing 199203 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (France)",
 "TaxonKey is Alnus glutinosa (L.) Gaertn."
 ]
}

 The dataset includes 199203 records from 1614 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012084-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8k9hun
title: Occurrence Download

description: A dataset containing 1391 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Anastrepha fratercula (Wiedemann, 1830)"
 ]
}

 The dataset includes 1391 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012618-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rykz4e
title: Occurrence Download

description: A dataset containing 1097 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hemisorubim platyrhynchos"
 ]
}

 The dataset includes 1097 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059542-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13294990
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.25549/independent-c69-17836
title: Correspondence: suggestions for the Commission (2 of 2), 1977-1991

description: Richard Deeter, compiler. "James Donovan. 'Where do I go to get my reputation back?'", 1991. This compiliation recounts the martial, financial and legal hardships encountered by the compiler. It includes questionnaires, reports, correspondence, legislative documents, maps, photographs, plans, judicial actions, deeds, summaries; editorials, escrow documents, powers of attorney, tables of contents, articles, legal notices, estimates, financial statements, instructions, forms and a résumé of Deeter. PART OF A SERIES: Materials in the series fall into one of several categories related to the Independent Commission's work product: (1) Commission meeting materials, which include meeting agendas, work plans, memoranda, and articles about police misconduct that were circulated and reviewed during the Commission's internal meetings; (2) public correspondence, which includes citizen complaints against the LAPD in the form of written testimony, articles, and an audio cassette tape, as well as letters drafted by citizens in support of the LAPD; (3) summaries of interviews held with LAPD officers regarding Departmental procedures and relations; (4) public meeting materials, which include transcripts, supplementary documents, and witness statements that were reviewed at the Commission's public meetings; (5) press releases related to the formation and work product of the Commission; and (6) miscellaneous materials reviewed by the Commission during its study, including LAPD personnel and training manuals, a memorandum of understanding, and messages from the LAPD's Mobile Digital Terminal (MDT) system.
DOI: 10.15468/dl.vskktw
title: Occurrence Download

description: A dataset containing 125840 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Daucus carota L.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 125840 records from 490 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000939-150316153013904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-17827
title: Correspondence: suggestions for the Commission (2 of 2), 1977-1991

description: Richard Deeter, compiler. "James Donovan. 'Where do I go to get my reputation back?'", 1991. This compiliation recounts the martial, financial and legal hardships encountered by the compiler. It includes questionnaires, reports, correspondence, legislative documents, maps, photographs, plans, judicial actions, deeds, summaries; editorials, escrow documents, powers of attorney, tables of contents, articles, legal notices, estimates, financial statements, instructions, forms and a résumé of Deeter. PART OF A SERIES: Materials in the series fall into one of several categories related to the Independent Commission's work product: (1) Commission meeting materials, which include meeting agendas, work plans, memoranda, and articles about police misconduct that were circulated and reviewed during the Commission's internal meetings; (2) public correspondence, which includes citizen complaints against the LAPD in the form of written testimony, articles, and an audio cassette tape, as well as letters drafted by citizens in support of the LAPD; (3) summaries of interviews held with LAPD officers regarding Departmental procedures and relations; (4) public meeting materials, which include transcripts, supplementary documents, and witness statements that were reviewed at the Commission's public meetings; (5) press releases related to the formation and work product of the Commission; and (6) miscellaneous materials reviewed by the Commission during its study, including LAPD personnel and training manuals, a memorandum of understanding, and messages from the LAPD's Mobile Digital Terminal (MDT) system.
DOI: 10.15468/dl.zqh59d
title: Occurrence Download

description: A dataset containing 1597 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "TaxonKey is Tetrapleura tetraptera (Schumach. & Thonn.) Taub."
 ]
}

 The dataset includes 1597 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000585-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-17861
title: Correspondence: suggestions for the Commission (2 of 2), 1977-1991

description: Richard Deeter, compiler. "James Donovan. 'Where do I go to get my reputation back?'", 1991. This compiliation recounts the martial, financial and legal hardships encountered by the compiler. It includes questionnaires, reports, correspondence, legislative documents, maps, photographs, plans, judicial actions, deeds, summaries; editorials, escrow documents, powers of attorney, tables of contents, articles, legal notices, estimates, financial statements, instructions, forms and a résumé of Deeter. PART OF A SERIES: Materials in the series fall into one of several categories related to the Independent Commission's work product: (1) Commission meeting materials, which include meeting agendas, work plans, memoranda, and articles about police misconduct that were circulated and reviewed during the Commission's internal meetings; (2) public correspondence, which includes citizen complaints against the LAPD in the form of written testimony, articles, and an audio cassette tape, as well as letters drafted by citizens in support of the LAPD; (3) summaries of interviews held with LAPD officers regarding Departmental procedures and relations; (4) public meeting materials, which include transcripts, supplementary documents, and witness statements that were reviewed at the Commission's public meetings; (5) press releases related to the formation and work product of the Commission; and (6) miscellaneous materials reviewed by the Commission during its study, including LAPD personnel and training manuals, a memorandum of understanding, and messages from the LAPD's Mobile Digital Terminal (MDT) system.
DOI: 10.15468/dl.epfk9s
title: Occurrence Download

description: A dataset containing 133792 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Carduus crispus L.)"
 ]
}

 The dataset includes 133792 records from 787 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003035-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5dtu4r
title: Occurrence Download

description: A dataset containing 8441 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centaurea diffusa Lam."
 ]
}

 The dataset includes 8441 records from 336 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003039-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fjyylv
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Juncus monanthos Jacq.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 40 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000939-150410134957023/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wzzhfz
title: Occurrence Download

description: A dataset containing 17195 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Littorinimorpha",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17195 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006963-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-17825
title: Correspondence: suggestions for the Commission (2 of 2), 1977-1991

description: Richard Deeter, compiler. "James Donovan. 'Where do I go to get my reputation back?'", 1991. This compiliation recounts the martial, financial and legal hardships encountered by the compiler. It includes questionnaires, reports, correspondence, legislative documents, maps, photographs, plans, judicial actions, deeds, summaries; editorials, escrow documents, powers of attorney, tables of contents, articles, legal notices, estimates, financial statements, instructions, forms and a résumé of Deeter. PART OF A SERIES: Materials in the series fall into one of several categories related to the Independent Commission's work product: (1) Commission meeting materials, which include meeting agendas, work plans, memoranda, and articles about police misconduct that were circulated and reviewed during the Commission's internal meetings; (2) public correspondence, which includes citizen complaints against the LAPD in the form of written testimony, articles, and an audio cassette tape, as well as letters drafted by citizens in support of the LAPD; (3) summaries of interviews held with LAPD officers regarding Departmental procedures and relations; (4) public meeting materials, which include transcripts, supplementary documents, and witness statements that were reviewed at the Commission's public meetings; (5) press releases related to the formation and work product of the Commission; and (6) miscellaneous materials reviewed by the Commission during its study, including LAPD personnel and training manuals, a memorandum of understanding, and messages from the LAPD's Mobile Digital Terminal (MDT) system.
DOI: 10.15468/dl.2go1ii
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ploceus princeps (Bonaparte, 1850)",
 "Geometry POLYGON((6 1,6 2,8 2,8 1,6 1))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000939-150422101436696/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-17498
title: Correspondence: complaints against LAPD, 1978-1991

description: Newspaper clippings (Los Angeles Times, L.A. Weekly, Los Angeles Daily News, New York Times, Sentinel) and magazine articles (U.S. News & World Report, Newsweek) documenting Los Angeles Police Department misconduct under Chief Daryl F. Gates, 1978-1991, compiled by Irving Kessler and Lynn F. Kessler. Includes: Introduction, Contents, Excessive force, Rodney King, Mexican nationality, Civil rights, Property, Silence, Discrimination, Accountability, Gates intolerance, Recommendations. PART OF A SERIES: Materials in the series fall into one of several categories related to the Independent Commission's work product: (1) Commission meeting materials, which include meeting agendas, work plans, memoranda, and articles about police misconduct that were circulated and reviewed during the Commission's internal meetings; (2) public correspondence, which includes citizen complaints against the LAPD in the form of written testimony, articles, and an audio cassette tape, as well as letters drafted by citizens in support of the LAPD; (3) summaries of interviews held with LAPD officers regarding Departmental procedures and relations; (4) public meeting materials, which include transcripts, supplementary documents, and witness statements that were reviewed at the Commission's public meetings; (5) press releases related to the formation and work product of the Commission; and (6) miscellaneous materials reviewed by the Commission during its study, including LAPD personnel and training manuals, a memorandum of understanding, and messages from the LAPD's Mobile Digital Terminal (MDT) system.
DOI: 10.15468/dl.92fx8a
title: Occurrence Download

description: A dataset containing 98048 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "PublishingOrg is one of (799acb53-2764-4e89-9792-5fdb6f7d7d29, 7338b4d9-d75b-4edb-b238-b09f52397f49, cb202839-87c6-456a-821c-dc5b268a200f, 0363cbd4-f666-455e-8e86-0bbddcf51950, 7b4f2f30-a456-11d9-8049-b8a03c50a862, ebda1cab-dda8-418b-8f25-df1e71ff5bc2, b934f398-a2df-412c-bde2-de176590bc73)",
 "TaxonKey is Erica arborea L."
 ]
}

 The dataset includes 98048 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0183696-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.