In today's data-driven world, organizations rely on robust data engineering pipelines to collect, process, and analyze vast amounts of data efficiently. At the heart of these pipelines lies data wrangling, a critical process that involves cleaning, transforming, and preparing raw data for analysis.

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This data management plan outlines the repositories, submission schedule, format requirements, and reporting guidelines for the FIREX-AQ airborne field study conducted by Gao Chen (NASA Langley Research Center) and Ken Aikin (NOAA Earth System Research Laboratory). It covers access control, data typ

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Learn how to set up a Conda environment for CS109B with guidance from Will Claybaugh and professors Pavlos Protopapas and Mark Glickman. Follow steps to install Anaconda, clone necessary repositories, and create a clean environment for your data science projects. Get insights into the importance of

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The Advanced Diagram Development and Management project aims to integrate a software architecture for inputting data and automating the process of developing and managing functional diagrams in naval shipbuilding. The project goals include reducing labor costs, minimizing errors on drawings, and enh

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Version control, such as Git, is a system that maintains records of changes made to files over time. It allows users to collaborate, track changes, revert modifications, and manage file versions effectively. Repositories store files and their histories, holding all committed work. GitHub serves as a

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This detailed content provides an in-depth exploration of Git and GitHub for the CS 4411 Spring 2020 semester. It covers Git basics, commands, dealing with conflicts and merges, understanding branches, recovering from errors, making commits, utilizing remote repositories, and collaborating via GitHu

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Delve into the world of high-energy physics with a riveting journey through the analysis preservation and tuning of hadronic interaction models. Learn about the motivation, goals, and processes involved in making research results accessible, publicly available, and reproducible. Explore the tools an

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The IRUS-UK project aims to standardize and improve the collection and reporting of usage statistics for UK institutional repositories. By enabling sharing of reliable and comparable statistics, IRUS-UK facilitates benchmarking and demonstrates the value of repositories in scholarly dissemination.

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This content explores the European framework of certification for Trustworthy Digital Repositories, focusing on topics such as levels of certification, guidelines for data producers and consumers, and the challenges of establishing trust in data sharing. It delves into the concept of Trustworthy Dig

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World Data System (WDS) offers certification for open and trustworthy data repositories, ensuring long-term stewardship and provision of quality-assessed data to the international science community. Membership includes data stewards, analysis services, and accredited Trustworthy Data Networks. The a

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This research explores the social construction of risk in the audit and certification of trustworthy digital repositories, focusing on the context of ISO 16363. It examines how standards developers and auditors conceptualize risk, differences and similarities in understanding risk based on ISO 16363

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Talk by Steve Hitchcock at Open Repositories Conference on enhancing and testing repository deposit interfaces, focusing on open access Institutional Repositories, user value, new deposit interfaces, testing results with SWORDv2, and boosting deposit rates. Credits and acknowledgements for the proje

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Explore essential topics in long-term data management, including considerations for data centers and repositories, metadata usage, and digital curation. Understand the distinctions between digital archiving, preservation, and curation, along with key questions regarding data deposits and embargoes.

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Ruckus and SURF are key frameworks developed by TID-AIR Electronics. Ruckus, a Vivado build system, simplifies Vivado project environments and integrates git repositories. Meanwhile, SURF, the SLAC Ultimate RTL Framework, offers various libraries for firmware development. Both are controlled and mai

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This comprehensive guide discusses the process of publishing data and metadata from iRODS to external repositories, highlighting the importance of interfacing with external services, managing data throughout the research workflow, and the roles involved in data stewardship. It emphasizes the need fo

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Timeline showcasing the development of Open Access and Open Data initiatives in Ireland from 2006 to 2016, highlighting key events such as the launch of repositories, national policies, and participation in European projects like PASTEUR4OA and FOSTER. The evolution reflects Ireland's commitment to

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FAIR uptake and compliance in all scientific communities, coordinate initiatives across member states and associated countries, develop and implement measures on FAIR data policies, support organization and participation on FAIR uptake and compliance, support the co-development and implementation of

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Ina Smith and Hilton Gibson presented on DSpace and Fedora open access repositories, covering hardware and operating system specifications, installation wizards, service level agreements, and business models for technical staff. The presentation emphasized the ease of use and compatibility of DSpace

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Partnerships between domain-specific archives and institution-based repositories are vital for providing expertise and best practices to research communities. Data preservation, dissemination, and long-term stewardship are core functions of repositories, supported by data processing, curation servic

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Explore the fundamentals of Linux package management and repositories, including the concept of packages, Debian package management, repository structures, and tools like APT and Aptitude for efficient package handling. Learn about the history of Debian, package formats, and the role of repositories

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The case study discusses the adoption of Dspace-CRIS in Italy, highlighting the benefits such as open repositories, enhanced metadata quality, and increased national research visibility. The integration of persistent identifiers like ORCID has improved data quality and interoperability. Lessons lear

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Properly archiving and publishing research data is essential for maximizing its utility across time. This presentation covers reasons for archiving and publishing, data publication routes, domain-specific repositories, CESSDA archiving, and strategies for promoting data publication.

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These key frameworks and metrics play a crucial role in enhancing the functioning of university libraries by facilitating digital research, data management, planning, and outcomes reporting. They are instrumental in supporting initiatives like institutional repositories, research data management, op

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Facilitating the assembly of individual paleorecords into larger networks, community-led data repositories play a crucial role in the paleogeosciences. By interconnecting geoscientific users and geoinformatics, these repositories enable the exploration of big questions related to global temperatures

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Edge computing brings computing closer to the data source, minimizing communication distances between client and server for reduced latency and bandwidth usage. Distributed in device nodes, edge computing optimizes processing in smart devices instead of centralized cloud environments, enhancing data

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Fall 2022 Toulouse meetings covered various topics such as SMURF prototype status, service sites and apertures registry review, service agreement parameters, and GitHub repositories for UML model and XML schema. Discussions included issues related to SMURF prototyping completion, interpretation of p

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Enabling the creation of new scientific knowledge and discoveries, data aggregation platforms like CORE play a pivotal role in connecting repositories and facilitating structured data harvesting. These platforms contribute to the knowledge graph, support text and data mining, and offer valuable serv

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Private Information Retrieval (PIR) is a protocol that allows clients to retrieve data privately without revealing the query or returned data to the server or anyone spying on the network. Encrypting data on the server is not a solution due to security concerns related to server ownership. This adva

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Research data repositories play a crucial role in the OCR-D framework, storing and managing data from document analysis processes. These repositories, like the Ground Truth (GT) repository, support FAIR principles by organizing findable, accessible, and retrievable data with metadata and provenance

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Addressing the integration of repositories with varying schemas and protocols such as OAI-PMH and APIs is crucial for ensuring metadata interoperability. The key requirements include maintaining data integrity through a centralized editing point, leveraging automatic import/export mechanisms, and ad

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Dive into the world of version control using GitHub, a powerful platform for code hosting and collaboration. Learn how to utilize repositories, branches, commits, and Pull Requests efficiently. Discover the process of creating repositories, managing branches, and working with files both locally and

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GitHub is a versatile code hosting platform that facilitates version control and collaborative work. Learn how to create repositories to organize projects, create branches for different versions, and utilize pull requests for code review and merging.

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This research collaboration led by Eira Tansey and colleagues discusses the potential impact of climate change on archival repositories in the United States. Findings reveal alarming risks such as flood exposure, sea-level rise, and temperature changes, urging for proactive disaster preparedness and

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Managing data in biomedical research repositories poses challenges such as data heterogeneity, quality issues, privacy concerns, standardization, and technical infrastructure requirements. Addressing these challenges through technology like data integration platforms, machine learning, cloud computi

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The Association of African Universities aims to enhance the quality of higher education in Africa through data sharing surveys. With a network of 400 universities across the continent, they plan to implement open surveys to understand their constituency better and support the data needs of the Afric

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Explore the Education and Training Interest Group focusing on data sharing in the open science era. Learn about competencies required for research data handling in various professional areas like research librarians, administrators, infrastructure managers, and researchers. Discover essential skills

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This project focuses on addressing the challenge of sustainable business models for data repositories in light of increasing data volumes and stewardship requirements. Dr. Simon Hodson, Executive Director of CODATA, highlights the importance of innovative funding models and the need for a strong val

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Robert Hanisch, Director at the National Institute of Standards and Technology, discusses data management, curation, and dissemination strategies for materials science. The presentation covers topics such as bio sketches, the Office of Data and Informatics, standard reference data, and making the mo

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The WDS/RDA Assessment of Data Fitness for Use Working Group addresses common challenges faced by researchers in utilizing data from repositories, emphasizing the importance of comprehensive assessment and reliability. The focus is on improving the reusability of datasets by ensuring they meet quali

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The Odum Institute showcases its trustworthiness through its DataVerse platform and Data Seal of Approval, emphasizing accessibility, reliability, and responsibility in managing research data. Researchers and archivists collaborate to ingest and curate data, ensuring usability and citability. Odum's

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