cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.16368931
title: PARROT2025_mitmproxy Dataset: Mobile App Traffic Traces with SSL Keys

description: PARROT2025_mitmproxy Dataset: Mobile App Traffic Traces with SSL Keys

Dataset Overview:



Traffic from 80 Android applications selected from the MAppGraph dataset app list

4 traffic traces per application

Average duration of 5 minutes per trace

Total of 320 traffic captures spanning more than 25 hours of app traffic


Traffic Characteristics:

Each trace captures the network traffic generated during the first deployment of the application following installation. The traffic represents app initialization behavior and startup communications patterns.

Capture System Configuration:



Traffic captured using the PARROT capture system with mitmproxy traffic interception

Android SDK API level 35 (Android 15) emulator

DNS configuration: dns.google (8.8.8.8)

Capture location: Universidad Carlos III de Madrid, Spain

Capture year: 2025

Traffic generation: Manual interaction with the emulator by research team members


Data Format and Organization:

The dataset is contained in the folder "dataset_PARROT2025_mitmproxy" which includes:



Raw network traffic traces in PCAP format

Corresponding SSL session keys for traffic decryption


Research Applications:

This dataset enables research in mobile app traffic analysis, network security, protocol evolution studies, and encrypted traffic analysis. The inclusion of SSL keys allows researchers to analyze both encrypted and decrypted communications patterns.
DOI: 10.5281/zenodo.16368932
title: PARROT2025_mitmproxy Dataset: Mobile App Traffic Traces with SSL Keys

description: PARROT2025_mitmproxy Dataset: Mobile App Traffic Traces with SSL Keys

Dataset Overview:



Traffic from 80 Android applications selected from the MAppGraph dataset app list

4 traffic traces per application

Average duration of 5 minutes per trace

Total of 320 traffic captures spanning more than 25 hours of app traffic


Traffic Characteristics:

Each trace captures the network traffic generated during the first deployment of the application following installation. The traffic represents app initialization behavior and startup communications patterns.

Capture System Configuration:



Traffic captured using the PARROT capture system with mitmproxy traffic interception

Android SDK API level 35 (Android 15) emulator

DNS configuration: dns.google (8.8.8.8)

Capture location: Universidad Carlos III de Madrid, Spain

Capture year: 2025

Traffic generation: Manual interaction with the emulator by research team members


Data Format and Organization:

The dataset is contained in the folder "dataset_PARROT2025_mitmproxy" which includes:



Raw network traffic traces in PCAP format

Corresponding SSL session keys for traffic decryption


Research Applications:

This dataset enables research in mobile app traffic analysis, network security, protocol evolution studies, and encrypted traffic analysis. The inclusion of SSL keys allows researchers to analyze both encrypted and decrypted communications patterns.
DOI: 10.5281/zenodo.16404474
title: Older age does not predict inadequate pain management in cancer patients: a multicenter prospective analysis from Italian radiotherapy departments (ARISE-study).
DOI: 10.5281/zenodo.16404475
title: Older age does not predict inadequate pain management in cancer patients: a multicenter prospective analysis from Italian radiotherapy departments (ARISE-study).
DOI: 10.15468/dl.uzsb9r
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron annuus",
 "Country is Liechtenstein",
 "HasCoordinate is true"
 ]
}

 The dataset includes 82 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037797-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b5spay
title: Occurrence Download

description: A dataset containing 23199 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scomber japonicus"
 ]
}

 The dataset includes 23199 records from 198 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037796-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.35t975
title: Occurrence Download

description: A dataset containing 302 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron annuus",
 "Country is Lithuania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 302 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037798-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bpxeca
title: Occurrence Download

description: A dataset containing 1165 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Potamogeton fryeri"
 ]
}

 The dataset includes 1165 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037799-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3udsez
title: Occurrence Download

description: A dataset containing 531 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helianthus tuberosus",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 531 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037800-250717081556266/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.29109437
title: Recent advances and future perspectives in small molecule JAK2 inhibitors

description: The Janus kinase (JAK)/Signal Transducer and Activator of Transcription (STAT) signaling pathway is essential for controlling immune function, blood cell formation, and cell growth. Dysregulation of this pathway is implicated in various diseases, including hematologic malignancies, autoimmune disorders, and chronic inflammatory conditions. This review provides a comprehensive overview of the structural and functional aspects of JAK/STAT signaling, with a particular focus on the role of JAK2. This manuscript explores the primary regulators of the JAK/STAT pathway, such as Suppressors Of Cytokine Signaling (SOCS), Protein Inhibitors of Activated STATs (PIAS), and Protein Tyrosine Phosphatases (PTPs), which play a crucial role in maintaining cellular balance and stability. Additionally, the therapeutic landscape of JAK2 inhibitors is explored, covering both approved and investigational drugs, including their mechanisms of action, efficacy, and safety profiles. Emerging strategies such as drug repositioning using computational approaches and experimental validation are also highlighted. By integrating insights from molecular docking studies, machine learning models, and kinase assays, this review emphasizes the potential of JAK2 inhibitors in disease management.
DOI: 10.6084/m9.figshare.28520978
title: Does the weekend matter? Hunting affects the relationship between periodic change in deer and human activity

description: <b>The file RawData contains camera trap information for human and white-tailed deer based on Snapshot USA 2019, as well as multiple environmental variables for each camera deployment. The file HuntfromMoll2024 contains data about whether deer hunting is permitted or not from:</b>Moll, R.J., Green, A.M., Allen, M.L. & Kays, R. (2024). People or predators? Comparing habitat‐dependent effects of hunting and large carnivores on the abundance of North America's top mesocarnivore. <i>Ecography</i>,<i> 2024</i>, e07390.<b>Variables:</b><br>Array: name of Snaphot USA camera trap arrayArrayID: ID of Snaphot USA camera trap array for creating mixed effectDeployment: ID of Snaphot USA camera trap deploymentLength: Number of camera daysWeekend: Data on weekend (=1) or weekdays (=0)Human: Number of human independent detectionsDeer: Number of White-tailed deer independent detectionsEle: ElevationTRI: Topographic ruggedness indexTPI: Topographic position indexCrop: Percent of cropland coverForest: Percent of forest coverShrub: Percent of shurbland coverHerb: Percent of herb coverED: Forest edge densityHER_average & HER_average2: Average human encounter rate and its quadratic termHMI & HMI2: Human modification index and its quadratic term<br>
DOI: 10.6084/m9.figshare.29633951.v1
title: Harnessing AI for Strategic Intelligence: The Impact of Customer Data Analytics on Amazon

description: The research explores artificial intelligence (AI) effects on Amazon's customer data analysis as the global e-commerce leader. The research used a mixed-methods approach to study how Amazon's 2023 AI-driven analytics platform affected customer experience and both operational efficiency and business performance. The research demonstrates how artificial intelligence (AI) improves personalization while optimizing supply chain logistics and elevating customer satisfaction through empirical data analysis combined with industry reports and theoretical models such as DIKW hierarchy and CRISP-DM framework. The research identifies important managerial consequences together with ethical issues and provides strategic guidance for the sustainable implementation of AI technology. The research findings advance the discussion about AI benefits within big data environments while offering a practical blueprint for customer-oriented businesses in the digital transformation process.
DOI: 10.6084/m9.figshare.29633881.v1
title: Genomic characterisation of local sheep breeds of the Eastern Alps

description: This study presents a comprehensive genomic characterisation and assessment of genetic erosion in four local sheep breeds from the Alpine Veneto region of Italy: Alpagota, Brogna, Foza and Lamon. Using a combination of principal component analysis, ADMIXTURE, and Fst distances, we identified genomic differentiation among the breeds, despite their shared ancestral origin—likely a result of long-term isolation between valleys. Notably, their genomic profiles exhibited greater affinity with Northern European breeds than with other Italian breeds, reflecting historical patterns of migration and trade. Analyses of effective population size (Ne), linkage disequilibrium (LD) and inbreeding levels revealed varying degrees of genetic diversity and erosion risk among the breeds. The Lamon and Foza populations showed critically low Ne, elevated LD and high inbreeding levels, indicating a heightened risk of genetic erosion—particularly for Foza. In contrast, Brogna and Alpagota maintained Ne estimates above 100, suggesting they are not currently at critical risk, though they still warrant proactive conservation measures to preserve genetic health. In conclusion, this study reveals distinct genomic patterns and differing conservation priorities among four Alpine Veneto sheep breeds. Genomic data proved essential in identifying breeds at critical risk—particularly Foza and Lamon—and in guiding tailored conservation strategies. Continued monitoring and proactive management are key to preserving their genetic integrity and long-term viability. The four Veneto breeds displayed genetic differences compared to other European breeds, likely as a result of long-term geographic isolation.Despite their relatedness, each breed remains genetically distinct.There is an urgent need for conservation actions, particularly for the highly vulnerable Foza population. The four Veneto breeds displayed genetic differences compared to other European breeds, likely as a result of long-term geographic isolation. Despite their relatedness, each breed remains genetically distinct. There is an urgent need for conservation actions, particularly for the highly vulnerable Foza population.
DOI: 10.6084/m9.figshare.28520978.v3
title: Does the weekend matter? Hunting affects the relationship between periodic change in deer and human activity

description: <b>The file RawData contains camera trap information for human and white-tailed deer based on Snapshot USA 2019, as well as multiple environmental variables for each camera deployment. The file HuntfromMoll2024 contains data about whether deer hunting is permitted or not from:</b>Moll, R.J., Green, A.M., Allen, M.L. & Kays, R. (2024). People or predators? Comparing habitat‐dependent effects of hunting and large carnivores on the abundance of North America's top mesocarnivore. <i>Ecography</i>,<i> 2024</i>, e07390.<b>Variables:</b><br>Array: name of Snaphot USA camera trap arrayArrayID: ID of Snaphot USA camera trap array for creating mixed effectDeployment: ID of Snaphot USA camera trap deploymentLength: Number of camera daysWeekend: Data on weekend (=1) or weekdays (=0)Human: Number of human independent detectionsDeer: Number of White-tailed deer independent detectionsEle: ElevationTRI: Topographic ruggedness indexTPI: Topographic position indexCrop: Percent of cropland coverForest: Percent of forest coverShrub: Percent of shurbland coverHerb: Percent of herb coverED: Forest edge densityHER_average & HER_average2: Average human encounter rate and its quadratic termHMI & HMI2: Human modification index and its quadratic term<br>
DOI: 10.6084/m9.figshare.29633909.v1
title: Earthworms

description: Earthworms impact on the SOC
DOI: 10.6084/m9.figshare.29142887.v1
title: Cryo-EM structure of a natural RNA nanocage

description: 1. Mass photometry source data associated with Extended Data Fig. 10.

2. Negative-stain micrographs associated with Figure 4e.
DOI: 10.6084/m9.figshare.29067965.v1
title: Event-driven retinomorphic photodiode with bio-plausible temporal dynamics

description: Experimental data for the paper Event-driven retinomorphic photodiode with bio-plausible temporal dynamics.
DOI: 10.6084/m9.figshare.28874462.v1
title: Structural insights into cholesterol sensing by the LYCHOS-mTORC1 pathway

description: The atomic model coordinates and cryo-EM maps
DOI: 10.6084/m9.figshare.28827701.v1
title: A temperature-adaptive component-dynamic-coordinated strategy for high-performance elastic conductive fibers

description: The source data includes original data on all the plotted figures involved in the main content and supplementary information.
DOI: 10.6084/m9.figshare.28548182.v1
title: <i>Ulmus minor</i> response to Dutch elm disease: <i>de novo</i> transcriptome assembly and annotation

description: De novo transcriptome assembly for three field elm (Ulmus minor) genotypes (MDV1, MDV2.3 and VAD2) in response to the pathogen Ophiostoma novo-ulmi, causal agent of the Dutch elm disease, from the local and systemic response along a time course at 6, 24, 72 and 144 hours post inoculation.
DOI: 10.6084/m9.figshare.28520978.v2
title: Does the weekend matter? Hunting affects the relationship between periodic change in deer and human activity

description: <b>The dataset including camera trap information for human and white-tailed deer based on Snapshot USA 2019, as well as multiple environmental variables for each camera deployment.</b><b>Variables:</b><br>Array: name of Snaphot USA camera trap arrayArrayID: ID of Snaphot USA camera trap array for creating mixed effectDeployment: ID of Snaphot USA camera trap deploymentLength: Number of camera daysWeekend: Data on weekend (=1) or weekdays (=0)Human: Number of human independent detectionsDeer: Number of White-tailed deer independent detectionsEle: ElevationTRI: Topographic ruggedness indexTPI: Topographic position indexCrop: Percent of cropland coverForest: Percent of forest coverShrub: Percent of shurbland coverHerb: Percent of herb coverED: Forest edge densityHER_average & HER_average2: Average human encounter rate and its quadratic termHMI & HMI2: Human modification index and its quadratic term<br>
DOI: 10.6084/m9.figshare.28520978.v1
title: Does the weekend matter? Hunting affects the relationship between periodic change in deer and human activity

description: <b>The dataset including camera trap information for human and white-tailed deer based on Snapshot USA 2019, as well as multiple environmental variables for each camera deployment.</b><b>Variables:</b><br>Array: ID of Snaphot USA camera trap arrayDeployment: ID of Snaphot USA camera trap deploymentN_Human_Detection: Number of human independent detectionsN_Deer_Detection: Number of White-tailed deer independent detectionsCamera_Days: Number of camera daysWeekend: Data on weekend (=1) or weekdays (=0)HER: Average human encounter rateHMI: Human modification indexELE: ElevationTRI: Topographic ruggedness indexTPI: Topographic position indexPCC: Percent of cropland coverPFC: Percent of forest coverPSC: Percent of shurbland coverPHC: Percent of herb coverFED: Forest edge density
DOI: 10.6084/m9.figshare.27968349.v1
title: Large-vocabulary forensic pathological analyses via prototypical cross-modal contrastive learning

description: The source data of large-vocabulary forensic pathological analyses via prototypical cross-modal contrastive learning
DOI: 10.6084/m9.figshare.27083092.v1
title: Supplementary Files to "Triassic diapsid shows early diversification of skin appendages in reptiles"

description: The Supplementary Files contain the following files:

Supplementary Data 1. Rotating video of the in situ model of the skull of SMNS 97278.

Supplementary Data 2. Rotating video of the re-assembled in vivo model of the skull of SMNS 97278.

Supplementary Data 3. Maximum Parsimony taxon/character matrix. Nexus file.

Supplementary Data 4. Maximum Parsimony taxon/character matrix with ch 340. TNT file.

Supplementary Data 5. Maximum Parsimony taxon/character matrix without ch 340. TNT file.

Supplementary Data 6. Bayesian inference taxon/character matrix. Nexus file for running MrBayes analysis (calibrated with ch 340).

Supplementary Data 7. Bayesian inference taxon/character matrix. Nexus file for running MrBayes analysis (calibrated without ch 340).

Supplementary Data 8. Bayesian inference taxon/character matrix. Nexus file for running MrBayes analysis (uncalibrated with ch 340).

Supplementary Data 9. Bayesian inference taxon/character matrix. Nexus file for running MrBayes analysis (uncalibrated without ch 340).

Supplementary Data 10. Maximum Parsimony taxon/character matrix of alternative Buffa matrix. Nexus file.

Supplementary Data 11. Maximum Parsimony taxon/character matrix of alternative Buffa matrix. TNT file.

Supplementary Data 12. Geometry of melanosomes in extracts from tissues of extant and extinct tetrapods, including Mirasaura. Length and width in nm.

Supplementary Data 13. Kruskal-Wallis and Welch tests and post-hoc tests of extant and fossil melanosomes and Mirasaura melanosomes and extant bacteria.

Supplementary Data 14. Geometry and non-parametric ANOVA tests of melanosomes in Mirasaura and extant bacteria. Length and width in nm.

Supplementary Data 15. Table of measurements for the rugae on selected integumentary appendages of Mirasaura.
DOI: 10.6084/m9.figshare.29633909
title: Earthworms

description: Earthworms impact on the SOC
DOI: 10.6084/m9.figshare.29633951
title: Harnessing AI for Strategic Intelligence: The Impact of Customer Data Analytics on Amazon

description: The research explores artificial intelligence (AI) effects on Amazon's customer data analysis as the global e-commerce leader. The research used a mixed-methods approach to study how Amazon's 2023 AI-driven analytics platform affected customer experience and both operational efficiency and business performance. The research demonstrates how artificial intelligence (AI) improves personalization while optimizing supply chain logistics and elevating customer satisfaction through empirical data analysis combined with industry reports and theoretical models such as DIKW hierarchy and CRISP-DM framework. The research identifies important managerial consequences together with ethical issues and provides strategic guidance for the sustainable implementation of AI technology. The research findings advance the discussion about AI benefits within big data environments while offering a practical blueprint for customer-oriented businesses in the digital transformation process.
DOI: 10.6084/m9.figshare.29633881
title: Genomic characterisation of local sheep breeds of the Eastern Alps

description: This study presents a comprehensive genomic characterisation and assessment of genetic erosion in four local sheep breeds from the Alpine Veneto region of Italy: Alpagota, Brogna, Foza and Lamon. Using a combination of principal component analysis, ADMIXTURE, and Fst distances, we identified genomic differentiation among the breeds, despite their shared ancestral origin—likely a result of long-term isolation between valleys. Notably, their genomic profiles exhibited greater affinity with Northern European breeds than with other Italian breeds, reflecting historical patterns of migration and trade. Analyses of effective population size (Ne), linkage disequilibrium (LD) and inbreeding levels revealed varying degrees of genetic diversity and erosion risk among the breeds. The Lamon and Foza populations showed critically low Ne, elevated LD and high inbreeding levels, indicating a heightened risk of genetic erosion—particularly for Foza. In contrast, Brogna and Alpagota maintained Ne estimates above 100, suggesting they are not currently at critical risk, though they still warrant proactive conservation measures to preserve genetic health. In conclusion, this study reveals distinct genomic patterns and differing conservation priorities among four Alpine Veneto sheep breeds. Genomic data proved essential in identifying breeds at critical risk—particularly Foza and Lamon—and in guiding tailored conservation strategies. Continued monitoring and proactive management are key to preserving their genetic integrity and long-term viability. The four Veneto breeds displayed genetic differences compared to other European breeds, likely as a result of long-term geographic isolation.Despite their relatedness, each breed remains genetically distinct.There is an urgent need for conservation actions, particularly for the highly vulnerable Foza population. The four Veneto breeds displayed genetic differences compared to other European breeds, likely as a result of long-term geographic isolation. Despite their relatedness, each breed remains genetically distinct. There is an urgent need for conservation actions, particularly for the highly vulnerable Foza population.
DOI: 10.15468/dl.ny2k44
title: Occurrence Download

description: A dataset containing 1759 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acrothamnus montanus"
 ]
}

 The dataset includes 1759 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037802-250717081556266/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.29067965
title: Event-driven retinomorphic photodiode with bio-plausible temporal dynamics

description: Experimental data for the paper Event-driven retinomorphic photodiode with bio-plausible temporal dynamics.
DOI: 10.6084/m9.figshare.29142887
title: Cryo-EM structure of a natural RNA nanocage

description: 1. Mass photometry source data associated with Extended Data Fig. 10.

2. Negative-stain micrographs associated with Figure 4e.
DOI: 10.6084/m9.figshare.28874462
title: Structural insights into cholesterol sensing by the LYCHOS-mTORC1 pathway

description: The atomic model coordinates and cryo-EM maps
DOI: 10.6084/m9.figshare.28827701
title: A temperature-adaptive component-dynamic-coordinated strategy for high-performance elastic conductive fibers

description: The source data includes original data on all the plotted figures involved in the main content and supplementary information.