NUVOLOS
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  • Getting Started
    • Introduction to Nuvolos
    • Documentation structure
    • Nuvolos basic concepts
      • Organisational hierarchy
      • Applications
      • Distribution
      • Data integration
      • Snapshots
      • Background tasks
    • Navigate in Nuvolos
    • Quickstart tutorials
      • Research
      • Education (instructor)
      • Education (student)
  • Features
    • Applications
      • Application resources
      • Sessions
        • Session Logs
      • Install a software package
      • Create a persistent .bashrc
      • Automatic code execution
      • Long-running applications
      • Troubleshooting applications
      • New applications or licenses
      • Configuring applications
      • Exporting applications
      • Add-ons
        • MariaDB add-on
        • PostgreSQL add-on
        • OpenSearch add-on
        • MongoDB add-on
        • Redis add-on
        • PostGIS add-on
        • Rclone mount add-on
        • Neo4j add-on
    • File system and storage
      • File navigator
      • Large File Storage
      • Preview files
      • Mount Dropbox
      • Access S3 buckets with RClone
      • Access remote files with SSHFS
      • Access files on SharePoint Online
    • Object distribution
      • Distribution strategies
      • The distributed instance
    • Snapshots
      • Create a snapshot
      • Restore a snapshot
      • Delete a snapshot
    • Database integration
      • Create datasets
      • View tables
      • Build queries
      • Upload data
      • Access data from applications
        • Set up ODBC drivers
        • Obtain tokens for data access
        • Find database and schema path
      • DBeaver integration
    • Environment variables and secrets
    • Searching
      • Page
      • Find an application
      • Find an organisation
      • Find a space
      • Find an instance
      • Find a state
    • Video library
    • Nuvolos CLI and Python API
      • Installing the CLI
      • Using the CLI
  • User Guides
    • Research guides
      • Inviting a reviewer
      • GPU computation
    • Education guides
      • Setting assignments
        • Programmatical assignment handling
      • Documenting your course
      • Setting up group projects
        • Collaborative application editing
      • Configuring student applications
      • Archiving your course
      • Student guides
        • Joining a course
        • Working on assignments
        • Leaving a course
    • Application-specific guides
      • JupyterLab
      • RStudio
      • VSCode
      • Stata
      • MATLAB
      • Terminal
      • Terminal [tmux]
      • Apache Airflow
      • Apache Superset
      • D-Wave Inspector
      • MLFlow
      • Databricks Connect
      • Dynare.jl
      • CloudBeaver
      • InveLab
      • Overleaf
      • Metabase
      • DNDCv.CAN
      • OpenMetaData
      • Uploading data to the Large File Storage
    • Data guides
      • Setting up a dataset on Nuvolos
      • Importing data on Nuvolos
      • A complete database research workflow (Matlab & RStudio)
      • Accessing data as data.frames in R
      • Working with CRSP and Compustat
      • Working with the S&P 500®
  • Pricing and Billing
    • Pricing structure
    • Resource pools and budgets
    • Nuvolos Compute Units (NCUs)
  • Administration
    • Roles
      • Requesting roles
    • Organisation management
    • Space management
      • Invite to a space
      • Revoke a space user
      • HPC spaces
      • Resting spaces
    • Instance management
      • Invite to an instance
    • Enabling extra services
    • Monitoring resource usage
  • Reference
    • Application reference
      • InveLab
        • Dataset selection
        • Modules
          • Time-series visualisation
          • Moment estimation
          • Mean-variance frontiers
          • Frontiers
          • Dynamic strategy
          • Portfolio analysis
          • Performance analysis
          • Benchmarking
          • Carry trade strategies
          • Risk measures
          • Conditional volatility
          • Replication
          • Factor factory
          • Factor tilting
          • Valuation
    • Glossary
  • FAQs
    • FAQs
    • Troubleshooting
      • Login troubleshooting
        • I forgot my email address
        • I forgot my identity provider
        • I can't log in to Nuvolos
        • I forgot my password
        • I haven't received the password reset email
        • I haven't received the invitation email
      • Application troubleshooting
        • I can't see an application
        • I can't start an application
        • I can't create an application
        • I can't delete an application
        • I can't stop a running application
        • JupyterLab 3 troubleshooting
        • Spyder 3.7 troubleshooting
      • Administration troubleshooting
        • I can't see a space
        • I can't create a space
        • I can't delete a space
        • I can't invite admins to my space
        • I can't see an instance
        • I can't create an instance
        • I can't delete an instance
        • I can't invite users to an instance
        • I can't see distributed content in my instance
        • I can't see a snapshot
        • I can't create a snapshot
        • I can't delete a snapshot
        • I can't revoke a user role
        • I can't upload a file
        • I can't delete a file
        • I can't invite students to my course
      • Content troubleshooting
        • I can't find my files in my Linux home
        • I can't find my files among the Workspace files
        • I restored a snapshot by mistake
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On this page
  • What is data integration?
  • Why is data integration useful?
  • Data is accessible
  • Data is annotated
  • Data is vintaged

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  1. Getting Started
  2. Nuvolos basic concepts

Data integration

What is data integration?

Nuvolos' data integration ensures that educators and researchers can access licensed data in the most efficient manner and integrate data into their regular workflow. In particular:

  • Data can be accessed in Nuvolos applications natively.

  • Data can be accessed in non-Nuvolos applications via standard API solutions.

  • Data in Nuvolos is stored in a cloud-based, scalable, low-overhead SQL-compliant DBMS.

  • Access to licensed data can be controlled by the organization owning the license.

Why is data integration useful?

Data integration creates novel workflows in research and education.

Data is accessible

Nuvolos makes it possible to fine-tune access to data both on an organization and on a research project level.

Organization-wide public data is viewable by any member, and it is also possible to define restricted datasets that are available only to specified users.

Data is annotated

Nuvolos supports and encourages adding table and column descriptions to your data. This helps documentation and reusability of your projects.

Data is vintaged

It is possible to maintain multiple vintages of a dataset via Nuvolos. This makes it possible to reference multiple time-states of a particular data set in research, further aiding the replicability of research.

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Last updated 3 months ago

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