Jülich DATA
  • Goto Repository
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  • Guides
      • Jülich DATA Guide
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          • One-time registration
          • Gather permissions
          • Why Helmholtz AAI?
        • Dataverse Organization
          • Baseline
          • Campus Collection
          • Institutes Dataverses
        • Data Storage Linking
          • Contributors Guide to Data URLs
          • Linking to Data Locations
          • Curators Guide to Data URLs
        • Criteria for releasing a data publication
          • Formal criteria
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          • External data sources
          • README File
          • Quality indicator for research data and research software publications
        • Glossary
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          • Rights and Obligations of Users
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      • User Guide
        • Account Creation + Management
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        • Finding and Using Data
          • Finding Data
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        • Dataverse Management
          • Create a New Dataverse
          • Edit Dataverse
          • Dataset Linking
          • Dataverse Linking
          • Publish Your Dataverse
        • Dataset + File Management
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          • Adding a New Dataset
          • File Upload
          • File Handling
          • Restricted Files
          • Edit Files
          • Replace Files
          • Terms
          • Roles & Permissions
          • Data Provenance
          • Thumbnails + Widgets
          • Publish Dataset
          • Submit for Review
          • Private URL to Review Unpublished Dataset
          • Dataset Versions
          • Dataset Metrics and Make Data Count
          • Cloud Storage + Computing
          • Dataset Deaccession
        • Tabular Data File Ingest
          • Supported File Formats
          • Tabular Data, Representation, Storage and Ingest
          • SPSS
          • Stata
          • R Data Format
          • Excel
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        • Data Exploration Guide
          • TwoRavens: Tabular Data Exploration
          • WorldMap: Geospatial Data Exploration
        • Appendix
          • Metadata References
      • API Guide
        • Introduction
          • What is an API?
          • Types of Dataverse API Users
          • How This Guide is Organized
          • Getting Help
        • Getting Started with APIs
          • Servers You Can Test With
          • Getting an API Token
          • curl Examples and Environment Variables
          • Depositing Data
          • Finding and Downloading Data
          • Managing Permissions
          • Beyond “Getting Started” Tasks
          • Getting Help
        • API Tokens and Authentication
          • How to Get an API Token
          • How Your API Token Is Like a Password
          • Passing Your API Token as an HTTP Header (Preferred) or a Query Parameter
          • Resetting Your API Token
        • Search API
          • Parameters
          • Basic Search Example
          • Advanced Search Examples
          • Date Range Search Example
          • Iteration
        • Data Access API
          • Basic File Access
          • Multiple File (“bundle”) download
          • “All Formats” bundled download for Tabular Files.
          • Data Variable Metadata Access
          • Preprocessed Data
          • Authentication and Authorization
          • Access Requests and Processing
        • Native API
          • Dataverses
          • Datasets
          • Files
          • Users Token Management
          • Builtin Users
          • Roles
          • Explicit Groups
          • Shibboleth Groups
          • Info
          • Metadata Blocks
          • Notifications
          • Admin
        • Metrics API
          • Total
          • To-Month
          • Past Days
          • Dataverse Specific Metrics
          • Dataset Specific Metrics
          • Metric Query Parameters
        • SWORD API
          • About
          • Backward incompatible changes
          • New features as of v1.1
          • curl examples
          • Known issues
          • Bug fixes in v1.1
          • Client libraries
        • Client Libraries
          • Python
          • Javascript
          • R
          • Java
        • Building External Tools
          • Introduction
          • Examples of External Tools
          • How External Tools Are Presented to Users
          • Creating an External Tool Manifest
          • Testing Your External Tool
          • Spreading the Word About Your External Tool
        • Apps
          • Javascript
          • Python
          • Java
          • PHP
        • Frequently Asked Questions
          • What is an API?
          • What Are Common Use Cases for Dataverse APIs?
          • Where Can I Find Examples of Using Dataverse APIs?
          • When Should I Use the Native API vs. the SWORD API?
          • To Operate on a Dataset Should I Use Its DOI (or Handle) or Its Database ID?
          • Where is the Comprehensive List of All API Functionality?
          • Is There a Changelog of API Functionality That Has Been Added Over Time?
          • What Functionality is GUI Only and Not Available Via API
          • Why Are the Return Values (HTTP Status Codes) Not Documented?
          • What If My Question Is Not Answered Here?
      • Admin Guide
        • Dashboard
          • Harvesting
          • Metadata Export
          • Users
          • Move Data
        • External Tools
          • Inventory of External Tools
          • Managing External Tools
          • Testing External Tools
          • Writing Your Own External Tool
        • Managing Harvesting Clients
          • Your Dataverse as a Metadata Harvester
          • Managing Harvesting Clients
        • Managing Harvesting Server and Sets
          • Your Dataverse as an OAI server
          • How does it work?
          • OAI Sets
          • OAI Set updates
        • Metadata Customization
          • Introduction
          • About the metadata block TSV
          • Metadata Block Setup
          • Reloading a Metadata Block
          • Tips from the Dataverse Community
          • Footnotes
        • Metadata Export
          • Automatic Exports
          • Batch exports through the API
          • Export Failures
          • Downloading Metadata via GUI
          • Downloading Metadata via API
        • Dataverse Application Timers
          • Dedicated timer server in a Dataverse server cluster
          • Harvesting Timers
          • Metadata Export Timer
          • Known Issues
        • Make Data Count
          • Introduction
          • Architecture
          • Limitations for Dataverse Installations Using Handles Rather Than DOIs
          • Configuring Dataverse for Make Data Count Views and Downloads
          • Configuring Dataverse for Make Data Count Citations
          • Retrieving Make Data Count Metrics from the DataCite Hub
          • Retrieving Make Data Count Metrics from Dataverse
        • Integrations
          • Getting Data In
          • Embedding Data on Websites
          • Analysis and Computation
          • Discoverability
          • Research Data Preservation
          • Future Integrations
        • Geoconnect and WorldMap
          • Update “mapitlink”
          • Removing Dead Explore Links
        • User Administration
          • Manage Users
          • Merge User Accounts
          • Change User Identifier
          • Confirm Email
          • Deleting an API Token
        • Managing Datasets and Dataverses
          • Dataverses
          • Datasets
        • Solr Search Index
          • Full Reindex
          • Manual Reindexing
          • Manually Querying Solr
        • IP Groups
          • Listing IP Groups
          • Creating an IP Group
          • Listing an IP Group
          • Deleting an IP Group
        • Monitoring
          • Operating System Monitoring
          • HTTP Traffic
          • Database Connection Pool used by Glassfish
          • actionlogrecord
          • Edit Draft Versions Logging
          • Solr Indexing Failures Logging
          • EJB Timers
        • Reporting Tools and Common Queries
        • Maintenance
        • Backups
        • Troubleshooting
          • Using Dataverse APIs to Troubleshoot and Fix Problems
          • Glassfish
          • Deployment fails, “EJB Timer Service not available”
          • Timer Not Working
          • Constraint Violations Issues
          • Many Files with a File Type of “Unknown”, “Application”, or “Binary”
          • Getting Help
      • Installation Guide
        • Introduction
          • Quick Links
          • Intended Audience
          • Related Guides
          • Getting Help
          • Improving this Guide
        • Preparation
          • Choose Your Own Installation Adventure
          • Architecture and Components
          • System Requirements
          • Decisions to Make
          • Next Steps
        • Prerequisites
          • Linux
          • Java
          • Glassfish
          • PostgreSQL
          • Solr
          • jq
          • ImageMagick
          • R
          • Counter Processor
          • Next Steps
        • Installation
          • Running the Dataverse Installer
          • Logging In
          • Troubleshooting
          • Fresh Reinstall
        • Configuration
          • Securing Your Installation
          • Network Ports
          • Root Dataverse Permissions
          • Persistent Identifiers and Publishing Datasets
          • Auth Modes: Local vs. Remote vs. Both
          • File Storage: Using a Local Filesystem and/or Swift and/or S3 object stores
          • Branding Your Installation
          • Internationalization
          • Web Analytics Code
          • BagIt Export
          • Going Live: Launching Your Production Deployment
          • JVM Options
          • Database Settings
        • Upgrading
        • TwoRavens
          • 0. Overview
          • 1. Prerequisites
          • 2. Install Extra R Packages
          • 3. Install the TwoRavens Application
          • 4. Appendix
        • Geoconnect
        • Shibboleth
          • Introduction
          • Installation
          • Configure Glassfish
          • Configure Apache
          • Configure Shibboleth
          • Disable or Reconfigure SELinux
          • Restart Apache and Shibboleth
          • Configure Apache and shibd to Start at Boot
          • Verify DiscoFeed and Metadata URLs
          • Add the Shibboleth Authentication Provider to Dataverse
          • Exchange Metadata with Your Identity Provider
          • Backup sp-cert.pem and sp-key.pem Files
          • Debugging
          • Converting Accounts
          • Institution-Wide Shibboleth Groups
        • OAuth Login Options
          • Introduction
          • Setup
          • Converting Local Users to OAuth
          • Converting OAuth Users to Local
        • OpenID Connect Login Options
          • Introduction
          • Other use cases and combinations
          • How to use
        • External Tools
          • Inventory of External Tools
          • Managing External Tools
          • Building External Tools
        • Advanced Installation
          • Multiple Glassfish Servers
      • Developer Guide
        • Introduction
          • Intended Audience
          • Getting Help
          • Core Technologies
          • Roadmap
          • Kanban Board
          • Issue Tracker
          • Related Guides
          • Related Projects
        • Development Environment
          • Quick Start
          • Set Up Dependencies
          • Run the Dataverse Installer Script
          • Configure Your Development Environment for Publishing
          • Next Steps
        • Windows Development
          • Running Dataverse in Vagrant
          • Running Dataverse in Minishift
          • Improving Windows Support
        • Tips
          • Iterating on Code and Redeploying
          • Netbeans Connector Chrome Extension
          • Database Schema Exploration
          • Deploying With asadmin
          • Running the Dataverse install Script in Non-Interactive Mode
          • Preventing Glassfish from Phoning Home
          • Solr
          • Git
          • Sample Data
        • Troubleshooting
          • context-root in glassfish-web.xml Munged by Netbeans
          • Configuring / Troubleshooting Mail Host
          • Rebuilding Your Dev Environment
          • DataCite
        • Version Control
          • Where to Find the Dataverse Code
          • Branching Strategy
          • How to Make a Pull Request
          • How to Resolve Conflicts in Your Pull Request
          • Adding Commits to a Pull Request from a Fork
        • SQL Upgrade Scripts
          • Location of SQL Upgrade Scripts
          • How to Determine if You Need to Create a SQL Upgrade Script
          • How to Create a SQL Upgrade Script
          • Troubleshooting
        • Testing
          • The Health of a Codebase
          • Testing in Depth
          • Unit Tests
          • Integration Tests
          • Measuring Coverage of Integration Tests
          • Load/Performance Testing
          • Continuous Integration
          • Accessibility Testing
          • Future Work
        • Writing Documentation
          • Quick Fix
          • Other Changes (Sphinx)
          • Table of Contents
          • Images
          • Versions
        • Dependency Management
          • Terms
          • Direct dependencies
          • Transitive dependencies
          • Helpful tools
          • Repositories
        • Debugging
          • Logging
        • Coding Style
          • Java
          • Bash
          • Bike Shedding
        • Deployment
          • Deploying Dataverse to Amazon Web Services (AWS)
        • Docker, Kubernetes, and OpenShift
          • OpenShift
          • Docker
        • Making Releases
          • Create the release GitHub issue and branch
          • Merge “develop” into “master”
          • Write Release Notes
          • Make Artifacts Available for Download
          • Publish Release
        • Tools
          • Netbeans Connector Chrome Extension
          • pgAdmin
          • Maven
          • Vagrant
          • PlantUML
          • Eclipse Memory Analyzer Tool (MAT)
          • PageKite
          • MSV
          • FontCustom
          • SonarQube
          • Infer
          • lsof
          • jmap and jstat
        • Universal Numerical Fingerprint (UNF)
          • UNF Version 3
          • UNF Version 5
          • UNF Version 6
        • Make Data Count
          • Architecture
          • Dev Environment Setup for Make Data Count
          • Testing Make Data Count and Dataverse
          • Resources
        • Shibboleth and OAuth
          • Shibboleth and OAuth
        • Geospatial Data
          • Geoconnect
          • How Dataverse Ingests Shapefiles
          • WorldMap JoinTargets + API Endpoint
        • SELinux
          • Introduction
          • Development Environment
          • Recreating the shibboleth.te File
        • Big Data Support
          • S3 Direct Upload and Download
          • Data Capture Module (DCM)
          • Repository Storage Abstraction Layer (RSAL)
        • Workflows
          • Introduction
      • Style Guide
        • Foundations
          • Grid Layout
          • Typography
          • Color Palette
          • Icons
          • Logos
        • Patterns
          • Navbar
          • Breadcrumbs
          • Tables
          • Forms
          • Buttons
          • Pagination
          • Labels
          • Alerts
          • Images
          • Panels
          • Tabs
          • Modals
  • Jülich DATA Guide
  • User Guide
    • Account Creation + Management
    • Finding and Using Data
    • Dataverse Management
    • Dataset + File Management
    • Tabular Data File Ingest
    • Data Exploration Guide
      • TwoRavens: Tabular Data Exploration
      • WorldMap: Geospatial Data Exploration
    • Appendix
  • API Guide
  • Admin Guide
  • Installation Guide
  • Developer Guide
  • Style Guide

Data Exploration Guide¶

The installation of Dataverse you are using may have additional or different tools configured than what appears below. For the complete list of available tools, see Inventory of External Tools.

Contents:

  • TwoRavens: Tabular Data Exploration
    • Exploring and Analyzing Tabular files in Dataverse
    • Selection/Left Panel
      • Original Data and Subset Data
      • Variables, Models, and Summary
    • Modeling/Center Panel
    • Results/Right Panel
      • Subset
      • Set Covariates
    • Additional Buttons
      • Estimate
      • Force
      • Reset
  • WorldMap: Geospatial Data Exploration
    • Dataverse and WorldMap
    • What is Geoconnect?
    • Mapping shapefiles with Geoconnect
    • Mapping tabular files with Geoconnect
      • Preparing a tabular file to be mapped
      • Creating the map
    • Finalizing your map
    • Removing your map

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