cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21242/22421.2021.00.00.1.1.0
title: Statistik über die Empfänger von Pflegeleistungen 2021, On-Site, Version 0

description: Die Pflegestatistik ist eine seit dem Berichtsjahr 1999 in zweijährigem Abstand durchgeführte Totalerhebung und gliedert sich in die Statistiken über ambulante Pflegeeinrichtungen und teil- und vollstationäre Pflegeeinrichtungen sowie die Statistik über die Empfänger von Pflegeleistungen. Befragt werden Pflegeeinrichtungen bzw. die Spitzenverbände der gesetzlichen Pflegekassen und der Verband der privaten Kranken- bzw. Pflegeversicherung.
Diese Daten erlauben es, Nachfrage und Entwicklungen in der pflegerischen Versorgung zu erkennen und dienen somit als Planungsgrundlage der pflegerischen Versorgungsstruktur aber auch der Fortentwicklung des Pflegeversicherungsgesetzes. Wissenschaftliche Fragestellungen beispielsweise über die relevanten Einflüsse auf das Preisniveau von Pflegeheimen oder die Entwicklung der Pflegebedürftigkeit können regional differenziert untersucht werden.
Zu den Pflegebedürftigen werden Angaben über Geschlecht, Geburtsjahr und Grad der Pflegebedürftigkeit (Pflegegrad) erhoben.
Die ambulanten Pflegeeinrichtungen bieten zusätzlich Informationen über die Art des Pflegedienstes, deren Trägerschaft sowie die im Pflegedienst tätigen Personen nach Geschlecht, Beschäftigungsverhältnis, Tätigkeitsbereich und Berufabschluss, die ausschließlich Leistungen nach SGB XI erbringen.
Die stationären Pflegeeinrichtungen liefern außerdem Informationen über die Art des Pflegeheimes, Zahl der verfügbaren Pflegeplätze, die Art der in Anspruch genommenen Pflegeleistungen und das an die Pflegeeinrichtung zu zahlende Entgelt für die Pflegeleistung und für die Unterkunft und Verpflegung nach Pflegegraden.
Ein hoher Anteil von Pflegebedürftigen wird weder ambulant noch stationär betreut. Daher werden in der Statistik über die Empfänger von Pflegegeldleistungen Angaben über die häusliche Pflege erhoben.
DOI: 10.25982/234858.37/3012936
title: Metagenome-assembled genome of Salinarimonas species from the alkaliphilic alga Chlorella sp. SLA-04

description: A draft metagenome-assembled genome (MAG) of a Salinarimonas species was obtained from a sequenced metagenome of Chlorella sp. SLA-04, an alkaliphilic green alga.
DOI: 10.15468/dl.chmhas
title: Occurrence Download

description: A dataset containing 26668 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (United Kingdom of Great Britain and Northern Ireland, Belgium, France)",
 "OccurrenceStatus is Present",
 "TaxonKey is Felis silvestris",
 "Year 1899-2026"
 ]
}

 The dataset includes 26668 records from 282 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000060-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5npk9j
title: Occurrence Download

description: A dataset containing 2936 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Matelea"
 ]
}

 The dataset includes 2936 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000059-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q7wg73
title: Occurrence Download

description: A dataset containing 2936 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Matelea"
 ]
}

 The dataset includes 2936 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000062-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u9yjvv
title: Occurrence Download

description: A dataset containing 85521 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is University of New Hampshire - Macroalgal Collection"
 ]
}

 The dataset includes 85521 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000003-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kmfcz4
title: Occurrence Download

description: A dataset containing 2936 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Matelea"
 ]
}

 The dataset includes 2936 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000064-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/cvycyv
title: Replication Data for: Presidential Messages on Legislation and the Congressional Targets of Lobbying

description: This folder contains the data and code necessary to reproduce the results in Huchen Liu (2026), “Presidential Messages on Legislation and the Congressional Targets of
Lobbying."
DOI: 10.5281/zenodo.17559666
title: AndroMetric: Bridging Multi-Dimensional Software Metrics and Mobile Application Security

description: AndroMetric is a large-scale dataset designed to support empirical research at the intersection of software metrics and Android application security. The dataset contains 39,243 Android applications, including 29,208 malware samples and 10,035 benign apps, collected from publicly available repositories and analyzed using a static analysis pipeline.

For each APK, 31 static code metrics are extracted to capture multi-dimensional structural and behavioral characteristics. These metrics span six categories: (i) size and dimensional structure, (ii) object-oriented design properties, (iii) control-flow complexity, (iv) sensitive operation usage, (v) Android Intent patterns, and (vi) exception handling. In addition to metrics, the dataset includes relevant metadata to facilitate large-scale analysis.

AndroMetric enables research on Android malware detection, comparative analysis of benign and malicious codebases, and security-aware software quality assessment. The dataset is intended for researchers and practitioners in mobile security, software engineering, and applied machine learning.

If you use this dataset, please cite the associated paper describing the AndroMetric dataset.

@inproceedings{AndroMetric,      author={Sebastian Siedler and Karim Elish},      booktitle={23rd IEEE/ACM International Conference on Mining Software Repositories (MSR)},      title={AndroMetric: Bridging Multi-Dimensional Software Metrics and Mobile Application Security},       year={2026}}

App and Malware Access Information:

The apps and malware samples referenced in this dataset are real-world Android applications. To adhere to research ethics guidelines and comply with data sharing and redistribution policies, we do not directly distribute APK files. Instead, researchers are required to obtain the applications through the official AndroZoo repository and/or Drebin. 

AndroZoo: https://androzoo.uni.lu/

Drebin: https://drebin.mlsec.org/

Usage Instructions:



Request access to the repository by following the instructions provided on the official website.

Use the cryptographic hash values (e.g., SHA-256) included in our dataset to retrieve the corresponding application samples from the repository.
DOI: 10.5281/zenodo.17559667
title: AndroMetric: Bridging Multi-Dimensional Software Metrics and Mobile Application Security

description: AndroMetric is a large-scale dataset designed to support empirical research at the intersection of software metrics and Android application security. The dataset contains 39,243 Android applications, including 29,208 malware samples and 10,035 benign apps, collected from publicly available repositories and analyzed using a static analysis pipeline.

For each APK, 31 static code metrics are extracted to capture multi-dimensional structural and behavioral characteristics. These metrics span six categories: (i) size and dimensional structure, (ii) object-oriented design properties, (iii) control-flow complexity, (iv) sensitive operation usage, (v) Android Intent patterns, and (vi) exception handling. In addition to metrics, the dataset includes relevant metadata to facilitate large-scale analysis.

AndroMetric enables research on Android malware detection, comparative analysis of benign and malicious codebases, and security-aware software quality assessment. The dataset is intended for researchers and practitioners in mobile security, software engineering, and applied machine learning.

If you use this dataset, please cite the associated paper describing the AndroMetric dataset.

@inproceedings{AndroMetric,      author={Sebastian Siedler and Karim Elish},      booktitle={23rd IEEE/ACM International Conference on Mining Software Repositories (MSR)},      title={AndroMetric: Bridging Multi-Dimensional Software Metrics and Mobile Application Security},       year={2026}}

App and Malware Access Information:

The apps and malware samples referenced in this dataset are real-world Android applications. To adhere to research ethics guidelines and comply with data sharing and redistribution policies, we do not directly distribute APK files. Instead, researchers are required to obtain the applications through the official AndroZoo repository and/or Drebin. 

AndroZoo: https://androzoo.uni.lu/

Drebin: https://drebin.mlsec.org/

Usage Instructions:



Request access to the repository by following the instructions provided on the official website.

Use the cryptographic hash values (e.g., SHA-256) included in our dataset to retrieve the corresponding application samples from the repository.
DOI: 10.15468/dl.qasrjg
title: Occurrence Download

description: A dataset containing 1033 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ficus gul"
 ]
}

 The dataset includes 1033 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000066-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yqd4fe
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-72.85050 17.63698,-69.60929 17.63698,-69.60929 19.90685,-72.85050 19.90685,-72.85050 17.63698))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mionochroma vittatum"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000070-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.35epux
title: Occurrence Download

description: A dataset containing 321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mycena"
 ]
}

 The dataset includes 321 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000071-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.323bvq
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (CAN.11.65_1, CAN.10_1, CAN.5_1)",
 "OccurrenceStatus is Present",
 "TaxonKey is Frangula alnus"
 ]
}

 The dataset includes 188 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000074-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jqj9kn
title: Occurrence Download

description: A dataset containing 5661 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sceloporus spinosus"
 ]
}

 The dataset includes 5661 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000075-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ydwyng
title: Occurrence Download

description: A dataset containing 253310 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Flora-On: occurrence data of the flora of mainland Portugal"
 ]
}

 The dataset includes 253310 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000039-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cv9dp4
title: Occurrence Download

description: A dataset containing 14487 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Asia",
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Asteraceae",
 "Year 2000-2026"
 ]
}

 The dataset includes 14487 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000076-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18316280
title: LINF_310029100

description: Hypothetical protein - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.18316279
title: LINF_310029100

description: Hypothetical protein - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.zs8yug
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rottboellia cochinchinensis (Lour.) Clayton",
 "Country is Mali"
 ]
}

 The dataset includes 59 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009612-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/5tpq-9x51
title: "Spare Parts Time Series Indian Dataset"

description: "This dataset comprises 28,459 records of two-wheeler automobile spare parts transactions from Karnataka-based vendors, collected primarily from IndiaMART and other e-commerce platforms. Each record contains five essential fields: job card date (temporal dimension), invoice line text (specific part identifier), material composition (aluminum, steel, plastic, or rubber), supplier name, and customer review text. The data captures real-world demand patterns across multiple spare part categories including fuel tanks, coolant pipes, brake discs, and engine components from May 2023 onward.Customer sentiment is represented through 1,500+ textual reviews, expressing varying levels of satisfaction regarding product quality, durability, delivery timeliness, and value for money. Material sustainability metrics are included to support environmental impact analysis, featuring recyclability potential scores, estimated carbon footprint, and average lifespan for each component type.The dataset exhibits distinct seasonal demand patterns and vendor-specific performance variations, making it suitable for time series forecasting, sentiment analysis, inventory optimization, and sustainability research in the automotive supply chain domain. Data preprocessing includes temporal aggregation into weekly time series, sentiment classification using VADER, and calculation of supplier reputation scores, enabling both academic research and practical applications in demand forecasting and circular economy practices."
DOI: 10.15468/dl.znphrr
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Helictotrichon pubescens (Huds.) Schult.",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 116 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009613-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2vmndq
title: Occurrence Download

description: A dataset containing 103949 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Acer rubrum L."
 ]
}

 The dataset includes 103949 records from 199 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009599-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8c6yz8
title: Occurrence Download

description: A dataset containing 281 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Tunisia",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus L."
 ]
}

 The dataset includes 281 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006512-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57780/cr2-8034b60
title: HIGHWAY_Cryo_L2_SIR_GOPN_2

description: CryoSat-2 Geophysical L2 SARin Ocean Product in cloud-native data format
DOI: 10.15468/dl.js6x6r
title: Occurrence Download

description: A dataset containing 22438 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Physalis angulata L."
 ]
}

 The dataset includes 22438 records from 673 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006502-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110813516
title: Roman Female Head from Palmyrene Funerary Relief, BMC S.88

description: [Text Description:] Imperial (Roman) ❧ [Text or Publication Number Note:] BMC S.88 ❧ [Medium:] Stone ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Limestone Female Head from Funerary Relief ❧ [Physical Object Note:] 5 11/16 in. x 4 1/2 in. x 4 1/4 in. (14.5 cm x 11.5 cm x 10.8 cm)
DOI: 10.25549/inscriptifact-ouc110813476
title: Roman Female Head from Palmyrene Funerary Relief, BMC S.88

description: [Text Description:] Imperial (Roman) ❧ [Text or Publication Number Note:] BMC S.88 ❧ [Medium:] Stone ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Limestone Female Head from Funerary Relief ❧ [Physical Object Note:] 5 11/16 in. x 4 1/2 in. x 4 1/4 in. (14.5 cm x 11.5 cm x 10.8 cm)
DOI: 10.25549/inscriptifact-ouc110813498
title: Roman Female Head from Palmyrene Funerary Relief, BMC S.88

description: [Text Description:] Imperial (Roman) ❧ [Text or Publication Number Note:] BMC S.88 ❧ [Medium:] Stone ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Limestone Female Head from Funerary Relief ❧ [Physical Object Note:] 5 11/16 in. x 4 1/2 in. x 4 1/4 in. (14.5 cm x 11.5 cm x 10.8 cm)
DOI: 10.25549/inscriptifact-ouc110813409
title: Apulian Red-Figure Krater (Mixing Bowl), BMC P.3138

description: [Text Description:] Associate of the Lycurgus Painter, Classical ❧ [Text or Publication Number Note:] BMC P.3138 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Red-Figure Krater (Mixing Bowl) ❧ [Physical Object Note:] 20 1/2 x 13 1/2 x 17 1/2 in. (52 x 34.3 x 44.5 cm) ❧ [Physical Object Note:] Kraters
DOI: 10.25549/inscriptifact-ouc110813274
title: Apulian Red-Figure Krater (Mixing Bowl), BMC P.3138

description: [Text Description:] Associate of the Lycurgus Painter, Classical ❧ [Text or Publication Number Note:] BMC P.3138 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Red-Figure Krater (Mixing Bowl) ❧ [Physical Object Note:] 20 1/2 x 13 1/2 x 17 1/2 in. (52 x 34.3 x 44.5 cm) ❧ [Physical Object Note:] Kraters
DOI: 10.25549/inscriptifact-ouc110813449
title: Attic White-Ground Lekythos (Oil Bottle) with Tomb Visitation Scene, BMC P.3222

description: [Text Description:] Attributed to Aischines Painter, Classical ❧ [Text or Publication Number Note:] BMC P.3222 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, White-Ground Lekythos (Oil Bottle) ❧ [Physical Object Note:] 7 1/2 x 2 9/16 x 2 9/16 in. (19 x 6.5 x 6.5 cm) ❧ [Physical Object Note:] Lekythoi
DOI: 10.25549/inscriptifact-ouc110813491
title: Roman Female Head from Palmyrene Funerary Relief, BMC S.88

description: [Text Description:] Imperial (Roman) ❧ [Text or Publication Number Note:] BMC S.88 ❧ [Medium:] Stone ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Limestone Female Head from Funerary Relief ❧ [Physical Object Note:] 5 11/16 in. x 4 1/2 in. x 4 1/4 in. (14.5 cm x 11.5 cm x 10.8 cm)
DOI: 10.7910/dvn/nbs63l
title: Replication Data for: Spatial Polarization, Partisan Climate, and Participatory Actions: Do Congenial Contexts Lead to Mobilization, Resignation, Activation, or Complacency?

description: Replication data and code for "Spatial Polarization, Partisan Climate, and Participatory Actions: Do Congenial Contexts Lead to Mobilization, Resignation, Activation, or Complacency?" (Suk, McLeod, & Shah, 2022)
DOI: 10.15468/dl.88dvnq
title: Occurrence Download

description: A dataset containing 66718 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Achyranthes aspera L., Asplenium longissimum Blume, Asplenium macrophyllum Sw., Asplenium nidus L., Boerhavia repens L., Canavalia cathartica Thouars, Dactyloctenium ctenoides (Steud.) Bosser, Euphorbia stoddartii Fosberg, Ipomoea violacea L., Lagrezia micrantha (Baker) Schinz, Lepturus repens (G.Forst.) R.Br., Portulaca mauritiensis Poelln., Pteris tripartita Sw., Scaevola taccada (Gaertn.) Roxb., Sida pusilla Cav., Stenotaphrum dimidiatum (L.) Brongn., Stenotaphrum micranthum (Desv.) C.E.Hubb., Triumfetta procumbens G.Forst.)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 66718 records from 796 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015401-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/sthaqz
title: A13_26152.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/0bd6e24f-5cb8-4c2a-8f07-43fa4b74ba27'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/0bd6e24f-5cb8-4c2a-8f07-43fa4b74ba27