GITNUXSOFTWARE ADVICE
Data Science AnalyticsTop 10 Best Visual Mapping Software of 2026
Editorial roundup comparing visual mapping software for planning, brainstorming, and diagramming, with feature notes for teams choosing between tools.
How we ranked these tools
Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.
Agents extract product evidence with provenance, then collect written reviews and transcribe video reviews and podcasts.
Framework: Features 40% · Ease 30% · Value 30%
Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy
GitMind is the best choice for teams that need to draft and share mind maps quickly because interactive presentations let viewers navigate the map without taking editing away, while Mural fits workshop leaders who want threaded, element-linked comments during live mapping sessions.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
GitMind
Interactive presentation and share links that let recipients navigate the map without editing.
Best for: Fits when teams need quick mind-map drafting and shareable outputs for reviews.
Creately
Editor pickComment threads attached to specific diagram elements, not just a general discussion area.
Best for: Fits when teams need repeatable diagram templates plus collaborative review with element-level commenting.
Ayoa
Editor pickMind-map editing combined with board-style planning in the same workspace, with consistent node content and styling across views.
Best for: Fits when teams need mind mapping plus lightweight planning collaboration without building custom diagram workflows.
Comparison Table
GitMind
SMBOnline mind mapping and diagramming tool for brainstorming and knowledge structuring.
Interactive presentation and share links that let recipients navigate the map without editing.
GitMind focuses on node-link and hierarchical outlines with layouts like tree and radial styles that help convert ideas into structured maps. It supports map navigation features such as zoom, pan, collapse and expand controls, and search within maps to find topics across larger canvases.
A key tradeoff is that real-time co-editing and deep automation via documented API or webhook events are not central to the product experience, so governance-heavy workflows may require external process design. GitMind fits teams that need fast diagram iteration and shareable map outputs for workshops, documentation, and planning artifacts.
- +Fast keyboard and drag-and-drop node creation supports rapid ideation
- +Supports collapse and expand for readable hierarchies in large maps
- +Rich node content includes images and hyperlinks for contextual planning
- +Export to PDF and publishable web views supports stakeholder review
- –Limited emphasis on admin-level governance and audit logging controls
- –Cross-map automation and integration depth are not a primary focus
Product managers
Roadmap idea mapping sessions
Clear priorities for review
Project coordinators
Planning documents with collapsible scope
Faster status walkthroughs
Show 2 more scenarios
Sales enablement teams
Win themes and proof libraries
Consistent messaging guidance
Each topic node can store text, images, and hyperlinks to evidence materials.
UX research teams
Synthesis of findings into themes
Structured insight summaries
Findings are organized by hierarchy with connectors for relationships across research themes.
Best for: Fits when teams need quick mind-map drafting and shareable outputs for reviews.
Creately
SMBVisual collaboration and diagramming platform with support for concept maps and planning boards.
Comment threads attached to specific diagram elements, not just a general discussion area.
Creately provides template libraries for common visual mapping formats like fishbone layouts, swimlane diagrams, and hierarchical outlines, which reduces setup for repeatable planning. The editor supports relationship arrows, boundary boxes, icons, and image embeds so diagrams can carry context rather than only structure. Comment threads stay attached to diagram elements, which supports review workflows for decisions and requirements.
A notable tradeoff is that advanced automation depends more on integrations and workflow habits than on deep API-driven customization for every scenario. Creately fits teams that need consistent diagram structure for workshops and ongoing documentation, especially when diagrams require frequent edits and continuous stakeholder feedback.
- +Template library speeds up recurring diagram types and layout styles
- +Element-level comments keep feedback tied to exact nodes and connectors
- +Exports support presentation and document handoff workflows
- +Real-time co-editing supports live workshops and review sessions
- –Deeper automation often relies on workflow design rather than code-level extensibility
- –Complex diagram canvases can become harder to navigate without disciplined organization
- –Bulk change across large diagram libraries can be slower than expected
- –Advanced connector routing needs manual control on dense maps
Product and program teams
Maintain requirements diagrams with reviews
Faster decision alignment
Operations and process owners
Document workflows across workstreams
Clear ownership and handoffs
Show 2 more scenarios
Engineering technical leads
Coordinate architecture sketches with stakeholders
Reduced review cycles
Relationship arrows and hierarchical layouts support quick iterations while co-editing and commenting capture review feedback.
Customer enablement teams
Publish playbooks as diagrams
Reusable training assets
Teams convert diagram work into shareable exports for training materials and partner documentation.
Best for: Fits when teams need repeatable diagram templates plus collaborative review with element-level commenting.
Ayoa
SMBMind mapping and task management software built for visual planning and execution.
Mind-map editing combined with board-style planning in the same workspace, with consistent node content and styling across views.
Ayoa creates visual mind maps and plan boards from structured nodes with rich text and linkable content. Diagram building supports drag-to-restructure, connector routing, and theme-based styling across the canvas.
The tool organizes planning work into shareable workspaces with collaboration features like real-time co-editing and comment threads. Export supports common diagram and document formats so maps can be used in reports and presentations.
- +Fast keyboard and drag workflows for node creation and restructuring
- +Theme-based styling keeps large canvases visually consistent
- +Shareable workspaces support comment threads alongside diagrams
- +Export options include diagram-friendly and presentation-ready formats
- –Layout automation and auto-arrange controls are limited versus specialized diagram tools
- –API depth for external automation is less extensive than systems with mature webhook and endpoint coverage
- –Complex relationship diagrams can become hard to route cleanly at scale
- –Governance tooling for large organizations is less detailed than enterprise RBAC-first systems
Curriculum teams and educators
Plan learning topics with linked resources
Shared curriculum structure
Operations and process teams
Organize SOP steps and improvement actions
Maintainable process reference
Show 2 more scenarios
Workshop facilitators
Capture ideas and group themes visually
Action-ready idea structure
Facilitators collect workshop ideas on a shared canvas and organize them into a theme-based map.
Product and planning teams
Connect roadmap goals to execution details
Traceable roadmap map
Planning teams build branching roadmap maps that connect initiatives and workstreams to supporting execution items.
Best for: Fits when teams need mind mapping plus lightweight planning collaboration without building custom diagram workflows.
EdrawMind
SMBMind mapping software for brainstorming, outlining, and presentation-ready visual maps.
Rich node attachments with formatted text and images support detailed topic documentation inside the map.
EdrawMind fits teams that use mind maps for planning, requirements, and decision trails where multiple views help communicate structure. It supports free-form node placement with connector routing, plus auto-layout-style controls for switching between manual and organized arrangement. Rich node content enables attaching formatted text and images directly to topics, which reduces the need to jump between a mind map and a document editor.
- +Node-link mind maps handle cross-links and hierarchical depth together
- +Export to PDF and image formats supports easy stakeholder distribution
- +Templates and reusable styling keep diagrams consistent across sessions
- +Inline rich text and image attachments reduce context switching
- –Advanced admin governance and audit capabilities are limited compared with enterprise diagram products
- –Automation depth and API surface for integrations are not a primary strength
Product managers and UX leads
Turn discovery notes into structured maps
Faster stakeholder alignment
Project planning teams
Maintain requirements and decision trails
Clear dependency visibility
Show 1 more scenario
Training and enablement teams
Build curriculum outlines and modules
Reusable course structures
Combine hierarchical outlines with rich node content for lesson assets.
Best for: Fits when teams need fast mind map authoring and export-ready diagrams without heavy integration requirements.
Coggle
SMBCollaborative mind mapping tool for simple visual outlines and branching diagrams.
Relationship arrows and cross-links allow concept maps that mix hierarchy with connected references.
Coggle provides mind mapping and concept mapping in a web canvas built for fast node creation and drag-to-restructure. It supports nested topics with relationship arrows and cross-links, which makes it usable for planning that goes beyond a strict tree.
- +Keyboard-driven node creation speeds large ideation sessions
- +Cross-links and relationship arrows work for non-hierarchical planning
- +Real-time co-editing supports concurrent edits with visible presence
- +Export to interactive web output preserves navigable map context
- –Swimlane and roadmap tooling is limited versus diagram-first platforms
- –Advanced connector routing options are basic for dense node-link graphs
- –Fine-grained permissions and governance controls are not its focus
- –Custom shape libraries and stencils support are comparatively narrow
Educators and learners
Model concept links with labeled relationships
Clear concept connections
Knowledge workers and learners
Convert notes into connected node diagrams
Navigable visual notes
Show 2 more scenarios
Technical teams and analysts
Map options, dependencies, and decision logic
Shared decision reasoning
Teams connect technical options, requirements, and dependencies into a single visual workspace for alignment.
Teachers and students
Outline lessons with hierarchical map structures
Visual curriculum outline
Educators organize lesson themes and references into hierarchical maps that support teaching and study planning.
Best for: Fits when teams need collaborative mind maps with cross-links and shareable outputs for planning work.
Whimsical
SMBVisual workspace for flowcharts, wireframes, docs, and mind maps.
Sticky-note-first workflow that turns brainstorming into linked diagrams with fast rearranging.
Whimsical pairs visual diagramming with fast collaborative whiteboarding geared toward sticky-note style planning. It supports flowchart-like node-link diagrams and mind map structures on an interactive canvas with keyboard-driven creation, quick drag-and-drop rearranging, and connector routing.
- +Keyboard-driven node creation speeds up outline-to-map ideation
- +Rich text nodes plus hyperlinks and image embeds support annotated plans
- +Real-time co-editing shows presence and reduces review latency
- +Export outputs cover common document and presentation sharing workflows
- –Connector routing is less precise for complex orthogonal diagram standards
- –Advanced governance controls like SCIM provisioning and audit logs are limited
Workshop facilitators and teams
Run sticky-note planning sessions collaboratively
Captured workshop outcomes
Educators and consultants
Show relationships across mind and concept maps
More accessible explanations
Show 2 more scenarios
Operations managers and process owners
Document onboarding and decision paths
Shareable process documentation
Operations teams build editable flowchart-style diagrams to document recurring procedures and decision routes.
UX and product research teams
Visualize screen-to-screen user journeys
Clearer user flows
Teams map navigation steps and connect decisions and notes to support shared understanding of user flows.
Best for: Fits when teams need quick, collaborative diagrams for planning and iterative review cycles.
Boardmix
SMBOnline whiteboard and diagramming tool with mind maps and flowchart support.
Real-time concurrent editing with map-wide updates reduces merge friction during live brainstorming and review sessions.
Boardmix targets teams that want visual mapping inside an online canvas for mind maps, concept maps, and structured diagram work. It supports node-link editing with quick relationships, rich text in nodes, and export paths for sharing and documentation.
- +Real-time co-editing supports concurrent map changes with visible presence
- +Rich text nodes handle structured notes without leaving the canvas
- +Auto-layout and manual positioning combine for faster diagram refinement
- +Exports support common diagram sharing needs such as PDF and vector output
- –Connector routing can require manual cleanup for dense node-link diagrams
- –Template reuse helps, but building custom layout rules takes extra work
- –Advanced diagram conventions need careful formatting to stay consistent
- –Deep governance controls for large org rollouts are not as explicit as in enterprise-focused tools
Individuals and students
Create hierarchical branches for study planning
Navigable concept representation
Consultants and facilitators
Present board maps in a slide-like sequence
Review-ready visuals
Show 2 more scenarios
Architecture and partner teams
Document ecosystems and system boundaries
Reusable architecture documentation
Teams maintain visual maps that show partners and workflows so cross-team reviews use the same documentation.
Operations and process improvement teams
Document workflows using connectors and swimlanes
Shared workflow map
Operations teams map processes with flowcharts, swimlanes, and connectors across multi-page boards.
Best for: Fits when teams need shared mind maps and diagram exports with minimal friction and ongoing collaboration.
Canva Whiteboards
SMBVisual collaboration workspace with whiteboards that support diagrams, sticky notes, and mapping layouts.
Element-linked comment threads inside a collaborative infinite canvas reduce diagram review friction.
Canva Whiteboards targets visual planning and mapping with an infinite canvas that supports pan and zoom for large diagrams.
- +Real-time co-editing with cursors and element-level comments
- +Infinite canvas supports rapid diagram restructuring and zooming
- +Template library speeds up swimlane and mind-map style layouts
- +Export options support PDF and image sharing of boards
- –Limited graph-structure tooling compared with diagram-first editors
- –Auto-layout and connector routing controls are less granular than pro tools
- –Advanced import for vector diagram files is not as comprehensive
- –Admin governance and audit log coverage is not the primary focus
Product teams and UX researchers
Map user journeys across shared workshops
Aligned journey decisions
Project managers and operations teams
Create swimlanes for cross-functional workflows
Faster process signoff
Show 2 more scenarios
Sales enablement and marketing teams
Outline messaging frameworks using mind maps
Consistent messaging
Templates and embedded media help teams structure campaigns, then collaborate in real time on boards.
Service design and customer support leads
Document service blueprints with shared diagrams
Clear service ownership
Concurrent editing enables teams to rearrange nodes and connectors while tracking contributor presence.
Best for: Fits when distributed teams need collaborative whiteboarding and visual planning without heavy diagram governance.
Mural
enterpriseVisual collaboration platform for workshops, mapping exercises, and team planning.
Threaded comments linked to specific canvas elements for review and iteration during collaborative mapping sessions.
Mural supports collaborative visual mapping on an infinite spatial canvas with node-like frames, sticky notes, and structured diagram elements for workshop planning. Real-time co-editing includes threaded comments, version history, and review-oriented workflows for iterating on maps during sessions.
- +Real-time co-editing with concurrent cursors and presence during mapping sessions
- +Threaded comments tied to canvas content support structured review cycles
- +Version history and revision recovery support iteration without losing context
- +Template library and consistent frame-based organization speed workshop setup
- –Connector routing and diagram layout can become manual as maps scale
- –Fine-grained governance controls require careful workspace and permission design
- –Deep export fidelity for complex connectors varies across formats
- –Large maps can feel heavier than node-and-edge editors during frequent panning
Design and product teams
Attach feedback to specific board assets
Documented feedback trail
Business analysts and project teams
Collaborate on shared diagram editing
Aligned shared understanding
Show 2 more scenarios
Service design and operations teams
Iterate service blueprints with structured layouts
Iterated blueprint alignment
Teams use board layouts to connect customer actions with backstage processes and service operations for validation.
Service designers and researchers
Map journeys to examine touchpoints and pain points
Shared journey insights
Service teams create shared journey maps that connect touchpoints, evidence, and improvement opportunities.
Best for: Fits when teams run facilitated workshops and need shared visual maps, review threads, and session-ready organization.
MindManager
enterpriseBusiness mind mapping software for planning, knowledge capture, and process visualization.
MindManager’s ability to transform map content into task-focused planning views helps convert free-form ideas into managed deliverables.
MindManager targets teams that need mind mapping plus structured planning layouts, including node-link tree structures and task-oriented map elements. The software supports rich text attachments, image and hyperlink embedding, and export workflows to formats like PDF and vector outputs.
- +Strong export set for sharing diagrams as PDF and presentation-ready visuals
- +Task-oriented map elements make it easier to convert brainstorming into planning artifacts
- +Template libraries support repeatable mind map structures across projects
- +Extensibility via add-ons plus an API supports automation for repeatable workflows
- –Real-time co-editing capabilities are limited compared with browser-first collaborative editors
- –Advanced layout control relies on manual tuning for complex diagrams with many cross-links
- –Cross-team governance features can require admin setup beyond basic map sharing
- –Large maps can feel slower during frequent restructure and filter operations
Analysts and product stakeholders
Organize requirements with traceable evidence
Traceable evidence coverage
Enterprise teams and information architects
Represent organizational structures with diagrams
Easier concept explanation
Show 2 more scenarios
Business analysts and operations teams
Visualize process gaps, decisions, and dependencies
Easier improvement communication
Teams map processes into connected visual structures so improvement areas can be inspected and communicated.
Project managers and planning teams
Decompose goals into tasks and workstreams
Structured plan deliverable
Project teams build maps that break down ideas into workstreams with project information for structured review.
Best for: Fits when mid-size teams need mind mapping that turns into structured task plans with strong offline-friendly exports.
Conclusion
After evaluating 10 visual mapping software, GitMind stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.
Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.
How to Choose the Right Visual Mapping Software
Visual mapping software covers mind maps, concept maps, and node-link diagrams used to plan work with cross-links, rich text, and exportable visuals. This guide covers GitMind, EdrawMind, Creately, Coggle, Ayoa, MindManager, Whimsical, Canva Whiteboards, Mural, and Boardmix.
The reviewed tools differ most in collaboration mechanics like real-time co-editing and element-linked comments, and in drafting mechanics like keyboard-driven node creation and connector routing. Each tool review also surfaces tradeoffs in governance controls, automation depth, and share outputs that recipients can view without editing.
Visual Mapping Software for node-link diagrams, mind maps, and planning canvases
Visual mapping software helps teams structure ideas into hierarchical outlines, nested topics, and relationship arrows using diagram canvases and layout controls. Tools like GitMind focus on rapid drafting with keyboard and drag workflows, plus interactive share links that let recipients navigate the map without editing.
Other products emphasize documentation and review workflows inside the diagram. EdrawMind supports rich node attachments with formatted text and images, while Creately adds comment threads tied to specific diagram elements for element-level feedback during map reviews.
Collaboration, drafting speed, and governance controls for visual mapping
Visual mapping teams hit bottlenecks in two places: real-time collaboration that keeps review feedback attached to the right diagram elements, and drafting mechanics that keep node creation and restructuring fast. The tools in this set vary most in element-level commenting, share behavior for non-editing stakeholders, and how well connector routing and canvas organization hold up as graphs get dense.
Element-level collaboration and map-attached review threads
Creately attaches comment threads to specific diagram elements, so feedback stays tied to the node or connector being discussed. Canva Whiteboards and Mural also attach threaded comments to canvas content to support review during co-editing sessions.
Share outputs for read-only stakeholders to navigate without editing
GitMind provides interactive presentation and share links that let recipients navigate the map without editing. Coggle focuses on shareable mind maps with cross-links and relationship arrows for planning artifacts that others can review.
Keyboard-driven drafting and rapid restructuring workflows
GitMind supports fast keyboard and drag-and-drop node creation plus collapse and expand controls for large hierarchies. Whimsical also uses a keyboard-driven outline-to-map approach with rich text nodes and hyperlinks that speed iterative diagramming.
Rich node documentation inside the canvas
EdrawMind supports rich node attachments with formatted text and images so teams can document details directly on the node. Whimsical adds rich text nodes plus hyperlinks and image embeds to turn sticky-note brainstorming into annotated plans.
Connector routing quality and layout control for dense node-link graphs
Coggle’s cross-links and relationship arrows support concept maps, but advanced connector routing is basic for dense graphs. Boardmix can require manual connector cleanup as maps get crowded, which can slow review on large diagrams.
Planning views and export-ready deliverables
MindManager converts mind map content into task-focused planning views, which helps move from brainstorming into managed deliverables. EdrawMind pairs node-link mind maps with export to PDF and image formats for stakeholder distribution.
Choose by collaboration model, drafting workflow, and review governance
Visual mapping selection should match the team’s operating rhythm, because some tools prioritize browser-first concurrent co-editing while others prioritize draft-speed authoring and share navigation. The biggest differentiators in this set are element-linked commenting, interactive share behavior for read-only audiences, and how much governance depth exists beyond basic sharing and permissions.
Pick the collaboration pattern that matches how feedback gets created
If review feedback must attach to the exact node or connector, Creately and Mural provide element-linked threaded comments during collaboration. If review friction comes from recipients needing to follow the structure without editing, GitMind’s interactive share links let viewers navigate while authors keep control of changes.
Choose drafting speed based on how diagrams get built
For fast ideation loops with frequent restructuring, GitMind and Whimsical support keyboard-driven node creation workflows that reduce the cost of moving from outline to map. For annotated documentation inside nodes, EdrawMind focuses on rich node attachments with formatted text and images so authors can keep context in place.
Match layout and connector expectations to your graph density
If diagrams will rely on relationship arrows and cross-links in concept maps, Coggle supports relationship arrows and cross-links, but connector routing remains basic for dense node-link layouts. If dense diagrams are expected, Boardmix can require manual connector cleanup, so teams should plan for additional layout passes.
Select the output style that stakeholders actually consume
For task execution artifacts, MindManager’s transformation into task-focused planning views helps turn free-form maps into structured plans. For diagram distribution, EdrawMind’s export to PDF and image formats fits teams that need static assets for review cycles.
Confirm governance depth before committing for team-wide work
If governance must include admin controls and audit logging, GitMind’s review indicates limited emphasis on admin-level governance and audit logging controls compared with enterprise diagram products. For organizations that already run tight workspace permission design, Mural still requires careful workspace and permission configuration to keep governance consistent at scale.
Teams that get the most from Visual Mapping Software in this set
This category fits teams that convert structured thinking into reviewable diagrams and planning artifacts. It also fits teams that need fast authoring for brainstorming, plus controls that keep feedback anchored to the right part of the map.
Product and strategy teams running map-based reviews
Creately and Mural attach threaded comments to specific canvas elements, which keeps feedback tied to the exact diagram content during iteration cycles.
Facilitation and workshop teams using shared canvases for sessions
Mural’s real-time co-editing with concurrent cursors supports facilitated workshops where multiple participants modify and comment in-session.
Project teams that need planning views after ideation
MindManager’s ability to transform map content into task-focused planning views supports a workflow from brainstorming into deliverables with structured next steps.
Distributed teams that need stakeholders to navigate diagrams without editing
GitMind’s interactive presentation and share links let recipients navigate without editing, which reduces accidental changes during reviews.
Documentation-heavy diagram authors who embed context on nodes
EdrawMind’s rich node attachments with formatted text and images let authors keep detailed explanations inside the diagram instead of in external documents.
Common visual mapping mistakes that derail planning diagrams
Many failures come from treating diagram collaboration like a generic document comment workflow. They also come from ignoring connector routing and canvas navigation as node counts grow.
Using browser collaboration without element-linked feedback discipline
Creately and Mural succeed when teams keep comments tied to nodes and connectors, but they require consistent commenting habits to avoid scattered feedback across a large canvas.
Expecting pro-grade connector routing in dense node-link diagrams
Coggle’s connector routing is basic for dense node-link graphs, and Boardmix can need manual connector cleanup as diagrams scale, so teams should plan layout passes and connector standards.
Assuming read-only viewers can follow complex structure without interactive sharing
GitMind’s interactive share links support navigation without editing, while tools without that navigation focus can force stakeholders into static exports that hide relationships and hierarchy.
Relying on automation depth when workflow design is the real requirement
Creately’s deeper automation depends more on workflow design than code-level extensibility, so teams that require API-level integration should validate extensibility and automation surface during selection.
Skipping governance checks for team-wide rollout
GitMind and Whimsical both show limited emphasis on admin-level governance and audit logging controls, so organizations needing governance rigor should validate permission models and audit expectations before wide deployment.
How We Selected and Ranked These Tools
We evaluated collaboration mechanics, drafting workflow speed, and export and share behavior across GitMind, EdrawMind, Creately, Coggle, Ayoa, MindManager, Whimsical, Canva Whiteboards, Mural, and Boardmix. Features counted for 40% of the score, while ease and value each counted for 30%. GitMind ranked highest because interactive presentation and share links let recipients navigate without editing, and keyboard and drag-and-drop node creation plus collapse and expand controls make large hierarchies easier to manage during drafting and review.
Frequently Asked Questions About Visual Mapping Software
How do GitMind and Coggle handle cross-links and relationship arrows in concept maps?
Which tool is better for element-level feedback, Creately or Mural?
How does MindManager convert a mind map into planning views for task delivery?
What breaks if a team needs SCIM-driven provisioning and strict RBAC governance?
How do collaborative editing workflows differ between Whimsical and Boardmix?
When should teams choose an infinite canvas workflow like Canva Whiteboards instead of strict diagram grammar?
Which tool supports keyboard-driven node creation and fast rearranging for iterative diagram drafts?
How do data import and migration workflows affect onboarding between diagram tools?
What integration path works best for teams that need automation and external tooling, GitMind or MindManager?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
Funding and competing interests
This study was co-funded by several of the vendors assessed in it. No single vendor funded it. Funders could propose the market studied.
They had no role in selecting vendors, setting or weighting criteria, analysing data or drawing conclusions, and they received the same factual-accuracy check as every other vendor assessed.
Market definition, inclusion rules and criteria weights were fixed by an editor before research began and did not change afterwards. Editorial process →
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