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Data Science AnalyticsTop 10 Best White Label Reporting Software of 2026
Top 10 ranking of white label reporting software with feature and pricing comparisons for agencies, plus options like Databox and NinjaCat.
How we ranked these tools
Core product claims cross-referenced against official documentation, changelogs, and independent technical reviews.
Analyzed video reviews and hundreds of written evaluations to capture real-world user experiences with each tool.
AI persona simulations modeled how different user types would experience each tool across common use cases and workflows.
Final rankings reviewed and approved by our editorial team with authority to override AI-generated scores based on domain expertise.
Score: Features 40% · Ease 30% · Value 30%
Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy
Databox (databox-1) is the best pick if your agency needs recurring, branded reporting that stays consistent through API-driven data feeds, while NinjaCat (ninjacat-2) is a stronger fit when you want partner-branded client portals plus automation across many accounts.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Databox
API-driven ingestion plus scheduled report delivery creates fully automated partner reporting loops.
Built for fits when agencies need branded recurring reporting with API-driven data feeds..
NinjaCat
Editor pickAPI-driven report generation and delivery workflows for partner automation, not only interactive dashboard viewing.
Built for fits when agencies need partner-branded dashboards and scheduled exports with automation for multiple clients..
Klipfolio PowerMetrics
Editor pickAPI-backed automation for creating and publishing metric dashboards, combined with scheduled PDF and CSV report delivery.
Built for fits when agencies need automated exports and API-driven publishing for recurring client KPIs..
Related reading
Comparison Table
Databox
SMBWhite-label analytics and reporting platform with drag-and-drop dashboards and client portal branding.
API-driven ingestion plus scheduled report delivery creates fully automated partner reporting loops.
Databox supports multi-client reporting workflows through account and workspace organization that can be aligned with partner and end-customer boundaries. Dashboard and report creation can be standardized using reusable layouts and branded styling controls for logo, colors, and report appearance. Scheduled delivery fits recurring agency reporting needs like weekly performance digests and monthly KPI rollups.
A key tradeoff is that advanced governance features like strict row-level security and audit logs are not as central to Databox’s reporting workflow as they are in security-first embedded analytics products. Databox fits teams that want fast dashboard publishing and repeatable report exports for clients, not teams that require per-row permissions enforced inside the reporting layer.
- +API supports custom data ingestion for partner-specific pipelines
- +Scheduled delivery covers recurring client report distribution
- +Branded report templates keep client dashboards consistent
- +Export workflows support PDF and CSV style deliverables
- –Row-level security is not the core permission model
- –Complex governance needs can require additional process controls
- –Some connectors may need transformation steps before reporting
- –Highly custom layouts take more build time than templates
Marketing agencies
Weekly branded client performance reports
Less manual reporting work
Revenue operations teams
Cross-channel reporting from custom sources
Single reporting source
Show 2 more scenarios
Analytics engineering teams
Automated metrics refresh pipelines
More consistent KPI updates
Connectors feed dashboards while API endpoints support custom throughput paths.
BI managers
Standardized client dashboard publishing
Faster dashboard rollout
Reusable branded layouts reduce variation across many client deployments.
Best for: Fits when agencies need branded recurring reporting with API-driven data feeds.
More related reading
NinjaCat
enterpriseEnterprise reporting and analytics platform with white-label client portals for agencies and brands.
API-driven report generation and delivery workflows for partner automation, not only interactive dashboard viewing.
NinjaCat supports report builder and dashboard builder workflows where widgets and report layouts can be themed per client and published under partner branding. Scheduled report delivery supports automated distribution for recurring reporting cycles, including automated PDF and spreadsheet exports for stakeholder sharing. Data ingestion supports connector-based loading and API-based ingestion patterns so dashboards can refresh from upstream systems on a controlled cadence.
A meaningful tradeoff is governance depth, since row-level security and audit log granularity are not as prominent in the core workflow as they are in systems built specifically for fine-grained data entitlements. NinjaCat fits teams that need client-facing reporting at scale and can centralize access control in the source systems rather than inside the reporting layer.
- +Client-branded dashboards and report templates built around repeatable layouts
- +Scheduled delivery reduces manual export work for recurring stakeholder updates
- +API surface supports automation around report generation and distribution
- +Multi-tenant workspace separation supports parallel agency client projects
- –Row-level security controls are not as front-and-center as in RLS-first tools
- –Complex permission models may require stronger source-system governance discipline
- –Advanced layout customization can require iterative configuration time
- –Connector breadth may be limiting for niche data sources without API ingestion
Agency analytics teams
Monthly client reporting automation
Fewer missed delivery cycles
Revenue operations teams
Cross-channel pipeline and attribution views
Consistent metrics across reports
Show 2 more scenarios
Partnership and channel managers
Partner-branded performance reporting portals
Reduced branding cleanup work
Each partner sees a branded set of dashboards aligned to their reporting templates.
Finance and FP&A analysts
Spreadsheet export for budget reviews
Faster month-end preparation
Automated exports deliver structured numbers for review meetings and follow-on analysis.
Best for: Fits when agencies need partner-branded dashboards and scheduled exports with automation for multiple clients.
Klipfolio PowerMetrics
enterpriseMetrics platform with white-label dashboarding and embedded analytics for software vendors.
API-backed automation for creating and publishing metric dashboards, combined with scheduled PDF and CSV report delivery.
Klipfolio PowerMetrics focuses on operational monitoring dashboards and report exports rather than just static reporting pages. Data connectors feed metric views, and the builder output can be scheduled for recurring distribution as PDF and CSV, which reduces manual export steps. The integration surface includes an API that supports automation around creating dashboards, managing assets, and pulling metrics for external workflows.
A tradeoff appears in multi-tenant governance since workspace and share permissions require consistent operational discipline for client isolation. Klipfolio PowerMetrics fits best when an agency or analytics team needs repeatable dashboard layouts plus automated exports for monthly or weekly performance reviews.
- +API support for automating dashboard creation and publishing workflows
- +Scheduled PDF and CSV exports reduce manual recurring reporting work
- +Brandable dashboard presentation supports client-facing distribution needs
- +Report builder supports reusable layout patterns across reporting cycles
- –Multi-client isolation relies on workspace and sharing discipline
- –Some automation requires API-driven workflows instead of fully visual setup
- –Embedded publishing and access controls can add operational overhead
Agency analytics teams
Weekly client performance exports
Fewer manual report handling steps
Revenue operations teams
Embedded sales pipeline reporting
Faster stakeholder reporting cadence
Show 2 more scenarios
Marketing analytics teams
Cross-channel attribution snapshots
Consistent reporting across campaigns
Build reusable metric tiles and export recurring channel performance summaries.
Partner reporting teams
Multi-portfolio dashboard sharing
Lower duplication of report builds
Use shared dashboard assets with controlled access to deliver portfolio views to partner audiences.
Best for: Fits when agencies need automated exports and API-driven publishing for recurring client KPIs.
Improvado
enterpriseAI-powered marketing analytics platform offering white-label dashboards and automated reporting.
API-based ingestion plus automated scheduled reporting that keeps client deliverables consistent across connectors and tenants.
Improvado is a white label reporting system focused on pulling paid and marketing performance data into partner-branded dashboards and scheduled reports. It concentrates on connector coverage and automated report generation, then exposes delivery outputs like CSV and PDF export for client-ready consumption.
Stronger fit comes when reporting needs consistent cross-channel calculations such as attribution and campaign metrics across many tenants. Governance and tenant controls matter when agencies require controlled access to reports and data outputs across multiple client workspaces.
- +Automation for recurring report generation across multiple client workspaces
- +Wide marketing data connector coverage for cross-channel reporting pipelines
- +Client-ready PDF and CSV export outputs for partner distribution
- +API-based ingestion supports external scheduling and workflow integration
- –Full setup requires careful mapping between source fields and report metrics
- –Report builder flexibility can lag behind dashboard-first designers
- –Complex multi-tenant permission models need disciplined administration
- –Advanced attribution calculations may require domain alignment on definitions
Best for: Fits when agencies need automated marketing reporting exports with API-driven data ingestion for many clients.
Octoboard
SMBAutomated white-label reporting and client portal software for marketing agencies and freelancers.
Multi-tenant report delivery with per-tenant access controls designed for partner and client separation.
Octoboard generates and publishes branded reports and dashboards into client-facing views, with a report builder that supports repeatable layouts. It supports multi-tenant delivery for partner-style deployments, including report permissions and customer-specific theming.
Scheduled output and export formats like PDF and CSV support routine agency reporting workflows without manual handoffs. Octoboard also exposes an API surface for provisioning and data ingestion workflows around report generation.
- +API-driven provisioning for report generation workflows
- +Report and dashboard theming for partner-branded delivery
- +Scheduled delivery supports recurring agency reporting
- +PDF and CSV exports cover common client sharing needs
- –Complex multi-tenant permission setups need careful governance
- –Advanced customization can require iterative configuration work
- –Some widget-level layout controls feel less granular than code-first tools
- –Data onboarding depends on connector capabilities for each source type
Best for: Fits when agencies need partner-branded reporting with scheduled exports and API-based setup for repeatable client delivery.
ReportGarden
SMBWhite-label reporting and dashboard tool for digital marketing agencies and multi-location businesses.
Tenant-scoped branding with per-client report configuration for partner-branded delivery.
ReportGarden targets agencies and partners that need branded reporting outputs without building each report from scratch. The product centers on a report builder that produces client-facing PDFs and spreadsheet exports, plus scheduled delivery workflows.
Branded theming supports logo and color control at the tenant level, and multi-client setups support isolating each client’s assets and access. ReportGarden also provides an API and integration surface for report generation tied to external data ingestion and automation.
- +Report builder accelerates repeatable client report layouts
- +Scheduled report delivery supports automated distribution workflows
- +Branded theming controls logo and color per client setup
- +API supports report generation automation tied to external systems
- –Client permissioning can require careful roles and asset mapping
- –Some advanced widget layouts need manual configuration work
- –Data ingestion workflow depends on connector setup and mapping
- –Large report volumes can stress review workflows without QA tooling
Best for: Fits when agencies need repeatable branded PDFs and exports with scheduled delivery.
Glew
SMBMulti-channel analytics and reporting platform with white-label options for agencies and brands.
Tenant isolation with partner-branded report experiences, paired with scheduled distribution for recurring client stakeholders.
Glew focuses on white-label reporting workflows that agencies and partners can embed into client-facing experiences. Its report delivery and formatting pipeline supports export outputs like PDF and CSV, plus scheduled distributions for recurring stakeholders.
Glew also emphasizes tenant separation, which matters for multi-client portals that need strict report access boundaries. Integration is driven by connector and API-based ingestion patterns, so external data sources can populate dashboards and reports without manual refresh.
- +Branded report templates support consistent client delivery
- +Scheduled report delivery reduces manual exports and handoffs
- +API-based ingestion supports automated refresh cycles
- +Tenant isolation supports multi-client governance boundaries
- –Row-level security controls may require careful configuration
- –Some embedded dashboard workflows rely on front-end setup discipline
- –Report builder flexibility is constrained for highly custom layouts
- –Export customization options can lag behind native designer needs
Best for: Fits when agencies need branded, scheduled reporting with automated data refresh and strict tenant separation.
AgencyAnalytics
SMBClient reporting software with branded dashboards, automated reports, and marketing integrations.
Multi-client white-label portal setup combined with an API designed for programmatic metric delivery to client reports.
AgencyAnalytics targets agency reporting with partner-branded client portals and a report builder designed for recurring performance updates. It supports multi-source data connections and automated report scheduling so deliverables can be pushed on a cadence without manual exports.
White-label configuration focuses on branding and tenant-style separation of client views, while report sharing and permissioning control who can access which dashboards. The product also provides an API surface for pulling in metrics and extending integrations for custom workflows.
- +White-label client portals with configurable branding
- +Report scheduling supports automated distribution workflows
- +API access supports programmatic metrics ingestion and integration
- +Cross-channel templates cover common agency reporting needs
- –Advanced configuration can require governance around report permissions
- –Some data source setups need careful mapping per connector
- –Dashboard layout customization can hit limits for complex designs
- –Audit history granularity is not always sufficient for fine RBAC reviews
Best for: Fits when agencies need branded client reporting with scheduled delivery and an API for data ingestion automation.
Swydo
SMBMarketing reporting and monitoring software with branded reports and automated scheduling.
Custom domain and branding controls for client-facing report URLs across a multi-tenant workspace.
Swydo provides white-label report and dashboard delivery for agencies that need client-branded analytics in a managed multi-tenant setup. Its core workflow centers on creating report views, configuring access, and distributing exports such as PDF and CSV to client workspaces.
Swydo also emphasizes partner-controlled presentation through theming and custom domain options for embedded client access. Automation support focuses on scheduled report output and repeatable distribution rather than ad hoc analyst sharing.
- +White-label theming and custom domain options for branded client access
- +Scheduled report output supports repeatable agency delivery workflows
- +Export formats include PDF and CSV for offline client consumption
- +Client workspace permissions support role-based access control patterns
- –Report builder capabilities feel constrained for highly custom dashboard layouts
- –API-based ingestion and end-to-end automation require more implementation planning
- –Multi-tenant governance needs careful setup to avoid cross-client exposure
- –Cross-source attribution reporting coverage is narrower than specialized tools
Best for: Fits when agencies need partner-branded dashboards and scheduled exports with tenant-aware access controls.
Reportei
vertical specialistMarketing analytics and reporting software with dashboards for agencies and their clients.
Partner-branded report generation with template-driven theming across scheduled exports.
Reportei is a white label reporting tool built for agencies and partner teams that need client-facing report delivery with consistent branding. The core workflow centers on generating branded reports and dashboards, exporting outputs like PDF and CSV, and distributing them on a schedule.
Reportei also supports multi-tenant operations for separate client workspaces and permissioned access so teams can share reporting internally without exposing other tenants. Integration depth comes through its connector and API surface for bringing external data into report and dashboard views.
- +Branded report templates and theming designed for client-facing outputs
- +Scheduled report delivery reduces manual export and email operations
- +Exports include both PDF and CSV for presentation and analysis workflows
- +Multi-tenant setup supports separate client workspaces and access control
- –Custom data ingestion workflows depend on connector or API availability
- –Advanced governance like audit logging depth can require added configuration discipline
- –Complex cross-source transformations may require upstream ETL outside the tool
- –Dashboard builder flexibility is constrained compared with hand-coded BI development
Best for: Fits when agencies need repeatable, branded reporting with scheduled delivery and controlled client access.
Conclusion
After evaluating 10 data science analytics, Databox 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 white label reporting software
This buyer’s guide covers how to evaluate white label reporting software for agency and partner-branded dashboards, with specific tool examples across Databox, NinjaCat, Klipfolio PowerMetrics, Improvado, Octoboard, ReportGarden, Glew, AgencyAnalytics, Swydo, and Reportei.
The guide maps product capabilities like API-driven ingestion, scheduled delivery, multi-tenant separation, and branded theming into concrete decision steps so teams can pick a tool that fits recurring client reporting workflows.
White label reporting platforms for client-branded dashboards and scheduled deliverables
White label reporting software generates client-facing dashboards and exports under partner branding, then distributes those outputs on a recurring schedule for stakeholders. It typically connects external data sources into reusable report layouts so the same deliverable can be regenerated across many clients.
Agencies and partner teams use these platforms to avoid manual export work and to keep branding consistent in PDF and CSV deliverables. Databox and NinjaCat show what this looks like when API-driven ingestion and scheduled report delivery run the recurring reporting loop.
Control and automation capabilities that determine fit for partner reporting
The fastest way to narrow the field is to compare how each tool automates report generation and distribution and how much control it gives admins over multi-client publishing. Databox, NinjaCat, and Improvado emphasize API-driven ingestion and scheduled deliverables for repeatable workflows.
For teams with strict tenant separation needs, the deciding factor is how tools handle workspace isolation and access boundaries. Glew, Octoboard, and Swydo focus heavily on tenant-aware delivery and client-facing access patterns.
API-driven data ingestion and external scheduling hooks
Databox and NinjaCat support an API surface for custom data ingestion and report generation workflows, which enables partner-specific pipelines and automation around distribution. Improvado and Klipfolio PowerMetrics also pair API-driven publishing with scheduled outputs so recurring client KPIs stay consistent cycle to cycle.
Scheduled report delivery for recurring PDF and CSV exports
Databox and NinjaCat use scheduled delivery to remove manual export and handoff work for recurring stakeholder updates. Klipfolio PowerMetrics, Octoboard, and ReportGarden extend the same recurring workflow with scheduled PDF and CSV outputs designed for agency reporting cycles.
Branded report templates and tenant-level theming
Databox and Reportei emphasize branded templates and partner-branded theming so client dashboards keep consistent logo and layout styling across deliverables. ReportGarden adds tenant-scoped logo and color controls, while Swydo extends branding into client-facing URLs with custom domain options.
Multi-tenant workspace separation and publish-time access controls
Glew and Octoboard highlight tenant isolation so multi-client portals enforce report access boundaries. NinjaCat and AgencyAnalytics also support multi-tenant workspace separation, but their fit depends on how disciplined permission models must be to avoid cross-client exposure.
Report builder repeatability for repeatable layouts
Klipfolio PowerMetrics and Databox focus on turning connected data sources into branded scorecards and dashboards without rebuilding the visual layer each cycle. Octoboard and ReportGarden also provide report builder workflows that emphasize repeatable layouts for recurring deliverables.
Connector and onboarding workflow alignment with report metrics
Improvado prioritizes connector coverage for cross-channel marketing reporting and requires careful mapping between source fields and report metrics. Databox and ReportGarden depend on connector capabilities and transformation steps when some sources need preprocessing before they can feed reporting outputs.
A decision framework for partner reporting automation, theming, and tenant governance
Start by identifying the workflow that must be automated, since scheduled delivery and API-driven ingestion power different parts of recurring reporting. Databox and NinjaCat are strong when report generation and distribution should run in a fully automated partner loop.
Next, validate tenant governance needs, because multi-client separation and permissioning determine whether client-facing portals can be operated safely at scale. Glew and Octoboard are built around tenant isolation patterns, while Swydo adds custom domain controls for branded client access.
Map the automation surface: scheduled delivery vs API ingestion
If report outputs must regenerate from partner-specific pipelines, prioritize Databox or NinjaCat for API-driven ingestion plus scheduled report delivery. If the main requirement is API-backed publishing of metric dashboards paired with scheduled PDF and CSV outputs, Klipfolio PowerMetrics matches that automation pattern.
Confirm recurring deliverables formats and distribution cadence
For teams that need both PDF and CSV exports delivered on a recurring schedule, compare Databox, Octoboard, and ReportGarden because their workflows center on scheduled outputs for routine agency reporting. For marketing-heavy reporting with cross-connector consistency, choose Improvado when automation must keep client deliverables aligned across connectors and tenants.
Set the branding boundary: templates, theming, and client-facing URLs
If client deliverables must use branded templates with consistent layout theming, evaluate Databox and Reportei because their report templates are designed for client-facing output consistency. If branded access requires custom domains for client-facing report URLs, Swydo is the most direct fit.
Stress-test multi-client separation against real permission complexity
When strict tenant isolation is a hard requirement for multi-client portals, compare Glew and Octoboard because tenant isolation and partner-branded experiences are core to their publishing pipeline. When permission models must be governed carefully to avoid exposure, NinjaCat and AgencyAnalytics can work, but their usability depends on admin discipline for access boundaries.
Validate metric definitions and data onboarding effort
If cross-channel attribution and campaign metrics require consistent field mapping, Improvado fits marketing pipelines but demands careful setup between source fields and report metrics. If some sources need transformation steps before reporting outputs can be generated, Databox and ReportGarden are workable, but onboarding effort increases when connectors require preprocessing.
Partner reporting teams that match specific automation and governance patterns
Different white label reporting platforms optimize for different parts of the agency reporting loop. Some tools focus on end-to-end automation from ingestion to scheduled exports. Others emphasize tenant isolation and client-facing portal patterns.
The audience fit should be driven by how reporting must be regenerated for multiple clients and how strongly access boundaries must be enforced.
Agencies that need fully automated partner reporting loops from API ingestion to scheduled exports
Databox and NinjaCat are built for this model because both pair API-driven ingestion or report generation with scheduled report delivery for recurring client deliverables. Klipfolio PowerMetrics also fits when metric dashboards must be created and published through API-backed workflows plus scheduled PDF and CSV delivery.
Agencies running multi-client marketing reporting with connector-heavy data and cross-channel consistency
Improvado fits when cross-channel marketing metrics and attribution-style calculations must remain consistent across many tenants with automated scheduled reporting. AgencyAnalytics is a strong alternative when branded client portals and API-based programmatic metric ingestion must support recurring updates.
Partners that must provide strict client access boundaries across separate client workspaces
Glew and Octoboard target tenant isolation and partner-branded report experiences for multi-client governance boundaries. Swydo fits when access boundaries are required alongside branded client-facing report URLs via custom domain options.
Teams that prioritize repeatable branded layouts for standard report cycles
ReportGarden and Octoboard emphasize report builder workflows that accelerate repeatable branded PDFs and spreadsheet exports tied to scheduled delivery. Reportei is a match when template-driven theming and consistent partner-branded report generation matter more than highly custom dashboard construction.
Where partner reporting rollouts fail: governance, customization, and onboarding gaps
White label reporting implementations often break when admin governance and tenant boundaries are treated as an afterthought. Tools with multi-tenant features still require disciplined permission setup for safe client publishing.
Customization expectations also cause rework when highly custom dashboard layouts exceed what a report builder can generate efficiently.
Assuming row-level security is handled as a primary permission model
Databox, NinjaCat, and AgencyAnalytics do not treat row-level security as the core permission model, so access boundaries require workspace and governance discipline. Glew and Octoboard provide stronger emphasis on tenant isolation patterns, which better aligns with strict multi-client publishing needs.
Overestimating how quickly highly custom layouts can be produced from templates
Databox and NinjaCat support branded templates, but highly custom layouts take more build time than template-driven configurations. Klipfolio PowerMetrics and ReportGarden also rely on reusable layout patterns, so complex widget-level customization can trigger iterative configuration work.
Skipping transformation planning when connectors need preprocessing for report metrics
Databox and ReportGarden may require transformation steps when connectors cannot feed report-ready fields directly. Improvado requires careful mapping between source fields and report metrics, so ignoring metric definition alignment leads to inconsistent scheduled outputs.
Treating multi-tenant separation as a default safety net
Klipfolio PowerMetrics and AgencyAnalytics place a meaningful burden on workspace and sharing discipline for multi-client isolation. Octoboard and Glew focus on tenant separation patterns, but access control and asset mapping still need active governance to prevent cross-client exposure.
Choosing a tool for branding and scheduled exports while underestimating API automation effort
Swydo and Reportei can deliver branded exports and scheduled delivery, but API-based ingestion and end-to-end automation can require more implementation planning. Databox and NinjaCat are better matches when the automation surface must be exercised in practice through API-driven workflows.
How We Selected and Ranked These Tools
We evaluated Databox, NinjaCat, Klipfolio PowerMetrics, Improvado, Octoboard, ReportGarden, Glew, AgencyAnalytics, Swydo, and Reportei on features, ease of use, and value using the concrete capability sets and product workflows described for each tool. Features carried the most weight at 40 percent, while ease of use and value each counted for 30 percent in the overall rating. This editorial scoring focuses on what the tools do for partner reporting workflows like API-driven ingestion, scheduled PDF and CSV exports, branded theming, and multi-tenant delivery controls.
Databox separated from lower-ranked tools because its API-driven ingestion plus scheduled report delivery creates fully automated partner reporting loops, which directly supports recurring deliverables at scale and improves both features and ease of use in that workflow.
Frequently Asked Questions About white label reporting software
Which tools offer API-driven ingestion for scheduled report generation?
How do white label reporting platforms handle multi-tenant isolation across client workspaces?
When do scheduled exports like PDF and CSV become the most reliable workflow?
What breaks if a partner needs strict RBAC and auditability for report access?
Which platforms support embedding branded experiences with custom domain and theming?
How do data source connectors and ETL-style ingestion workflows differ across the category?
Where does embedded analytics stop and report export starts in these tools?
What data migration or provisioning approach is least painful for agencies managing many clients?
Which tools are best aligned to attribution-heavy marketing reporting across multiple tenants?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
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