FactSet Alternative Data from FactSet

Curates alternative datasets including geolocation data, credit card transactions, ESG metrics, and sentiment analysis. Offers tools for data integration, backtesting, and visualization to enhance investment strategies.

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Alternative Data Platforms for Investment Research & Analysis

Tools that collect, process, and analyze non-traditional data sources such as satellite imagery, social media sentiment, credit card transactions, and mobile location data to generate investment insights not available from conventional sources.
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Data Coverage & Sources
(0 Yes /0 Known /12 Possible features)

Data Quality & Integrity
(0 Yes /0 Known /10 Possible features)

Analytics & Insight Generation
(0 Yes /0 Known /11 Possible features)

Integration & Accessibility
(0 Yes /0 Known /10 Possible features)

Security & Compliance
(0 Yes /0 Known /10 Possible features)

Performance & Scalability
(0 Yes /0 Known /10 Possible features)

User Support & Documentation
(0 Yes /0 Known /10 Possible features)

Pricing & Contract Flexibility
(0 Yes /0 Known /10 Possible features)

Customization & Extensibility
(0 Yes /0 Known /10 Possible features)

Vendor Stability & Reputation
(0 Yes /0 Known /10 Possible features)

Innovation & Forward-Looking Capabilities
(0 Yes /0 Known /10 Possible features)

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Number of Data Sources Total distinct alternative data sources (e.g., satellites, social, POS) the platform integrates.		No information available
Source Diversity Range of data types covered (e.g., geospatial, transactional, web-scraped, sensor data, etc.)		No information available
Data Source Transparency Level of disclosure around data origins and collection methods.		No information available
Coverage Geography Geographical breadth of alternative data (e.g., global, regional, local markets).		No information available
Historical Depth Amount of historical data available for backtesting and longitudinal analysis.		No information available
Source Update Frequency How often new data is ingested from sources.		No information available
Exclusive or Unique Sources Whether the platform provides access to otherwise unavailable/uncommon datasets.		No information available
Source Verification Processes in place to verify data authenticity and quality.		No information available
Consent & Compliance Ensures data sources are ethically and legally obtained with proper user consent.		No information available
Real-Time Data Availability Whether some or all data sources provide real-time or near-real-time feeds.		No information available
Unstructured Data Handling Ability to process and integrate unstructured data such as images or text.		No information available
Data Licensing Terms Clarity Transparency and clarity of the licensing rights and restrictions regarding data use.		No information available

Error Rate Frequency of data processing or reporting errors.		No information available
Missing Data Handling Systematic mitigation of gaps or missing values in data streams.		No information available
Data Normalization Standardization of datasets for ease of analysis.		No information available
Data Granularity Level of detail available (e.g., hourly, daily, per store, per SKU).		No information available
Quality Assurance Processes Robustness of quality control and regular audits.		No information available
Latency Time delay between data creation and its availability on the platform.		No information available
Deduplication Automated detection and removal of duplicate entries.		No information available
Anomaly Detection System flags and explains outliers or errors in incoming data.		No information available
Imputation Techniques Advanced strategies for predicting and filling missing data.		No information available
Version Control Ability to track changes and updates to datasets for auditability.		No information available

Prebuilt Analytics Number of out-of-the-box analytical models or dashboards for typical investment use cases.		No information available
Custom Analysis Capability Ability to build custom models or queries on platform data.		No information available
Correlation Analysis Supports finding relationships between alternative data and traditional financial metrics.		No information available
Backtesting Tools Built-in functionality for testing investment hypotheses using historical data.		No information available
Predictive Modeling Availability of machine learning or AI-driven forecasting modules.		No information available
Sentiment Analysis Detects and quantifies market sentiment from textual or social media data.		No information available
Geospatial Analytics Ability to map and analyze spatial data (e.g., satellite imagery).		No information available
Real-Time Alerting Automatic notification of significant changes or anomalies relevant to portfolio holdings.		No information available
Enrichment with Traditional Data Integrated blending of alternative and conventional financial data sets.		No information available
Explainability of Models Features supporting interpretability of predictive signals and models.		No information available
Scalability of Analytics Ability for analytic tools to function with large and growing data sets.		No information available

API Availability Provision of programmatic data and analytics access via APIs.		No information available
Standard Data Connectors Prebuilt connectors to common analytics, BI, or portfolio management tools.		No information available
Bulk Data Export Support for exporting large batches of raw or processed data.		No information available
Real-time Streaming Integration Ability for real-time data feeds to integrate into live workflows.		No information available
Cloud Storage Integration Compatibility with popular cloud storage solutions (AWS, Azure, GCP, etc.).		No information available
Role-Based Access Control Enables fine-grained access management for different organizational users.		No information available
User Interface Usability Intuitive and efficient user interface for analysts and developers.		No information available
Mobile Access Functional accessibility from mobile devices (native apps or web).		No information available
White-Labeling Possibility to customize the platform to align visually and functionally with client brand.		No information available
SDK Availability Provision of software development kits for easier custom integration.		No information available

Data Encryption Data stored and transmitted using modern cryptography standards.		No information available
Audit Logging Maintains a complete log of access and actions for compliance.		No information available
Regulatory Certifications Possession of certifications such as GDPR, CCPA, SOC2 relevant to data compliance.		No information available
User Access Controls Granular user and group-based permissioning on data and analytics.		No information available
Penetration Testing Regular vulnerability/pentesting assessments are performed.		No information available
Privacy Protection Guarantees regarding data subject anonymity and privacy protection.		No information available
Data Residency Options Ability to specify jurisdictions where data is stored or processed.		No information available
Third-party Data Sharing Controls Restrictions/controls over redistribution of consumed data.		No information available
Security Incident Notification Automated alerting regarding breaches or suspicious activity.		No information available
Vendor Diligence Support Facilitates client due diligence workflows (DDQ, supporting docs, etc).		No information available

Concurrent User Capacity Maximum number of active users supported simultaneously.		No information available
Query Response Time Median time taken to return analytics or data queries.		No information available
Data Ingestion Rate Volume of new data processed per unit of time.		No information available
Uptime SLA Service Level Agreement (SLA) on platform operational uptime.		No information available
Peak Data Storage Capacity Maximum volume of data the platform can host.		No information available
Elastic Compute Scaling Automatic scaling of compute resources to match workload.		No information available
Parallel Processing Support Ability to process multiple data streams or queries concurrently.		No information available
Data Retention Policy Flexibility Configurable data storage retention periods.		No information available
Performance Monitoring Tools Built-in dashboards or reporting for platform health and performance.		No information available
Batch Processing Support Efficient support for large batch data operations.		No information available

Onboarding Support Personalized setup, initial training, and account configuration help.		No information available
Knowledge Base Extensive searchable documentation and tutorials.		No information available
Data Dictionary Comprehensive descriptions of each data field and its origin.		No information available
API Documentation Completeness Detail and clarity of technical integration guidelines.		No information available
Dedicated Account Management Assigned customer success managers for enterprise users.		No information available
Live Chat Support Immediate support via chat with platform staff.		No information available
User Training Workshops Regularly scheduled or on-demand platform training.		No information available
Community Forum User-to-user interaction and support hub.		No information available
Localization Support Availability in multiple languages and time zones.		No information available
Feedback Mechanism Ability for users to suggest features or report issues and track resolution.		No information available

Usage-Based Pricing Option for pricing tied to volume or levels of consumption.		No information available
Tiered Subscription Models Multiple service tiers for diverse needs and budgets.		No information available
Custom Enterprise Agreements Ability to negotiate bespoke terms for large clients.		No information available
Transparent Fee Structures Upfront and clear disclosure of fees across all services.		No information available
Free Trial Availability Short-term trial or demo use before commitment.		No information available
Minimum Contract Term Shortest term for standard agreements.		No information available
Add-On Modules Pricing Clarity and flexibility of pricing for optional advanced modules.		No information available
Early Termination Options Availability of low-penalty or pro-rata contract cancellation.		No information available
Unlimited User Pricing Flat-rate pricing not tied to user count.		No information available
Nonprofit/Educational Discounts Special pricing for academic or nonprofit organizations.		No information available

Custom Dashboard Building Ability to design and save custom dashboards for specific analyses.		No information available
Workflow Automation Integration with tools for process automation (e.g., alerts, trade signals).		No information available
Custom Data Ingestion Upload and merge a client’s own alternative or proprietary data.		No information available
Plugin/Extension Framework Ability to add modules/extensions for new functionalities.		No information available
Scripting/Programming Interface Support for custom script development (e.g., Python, R APIs).		No information available
Theming/Branding Customization Visual customization for brand consistency.		No information available
Custom Reporting Design and automate custom report formats.		No information available
Alert Customization User-defined conditions and triggers for event-driven alerts.		No information available
Integration with In-House Tools Ability for organization-specific connectors/modules.		No information available
Deploy in Private Cloud Support for on-premises or VPC deployment for sensitive clients.		No information available

Years in Business How long the platform provider has operated.		No information available
Referenceable Clients Number of notable clients willing to provide references.		No information available
Third-Party Reviews Number and quality of external analyst or customer reviews.		No information available
Legal Disputes Disclosed History of significant legal action or unresolved disputes.		No information available
Financial Transparency Annual financial reporting or third-party audits available.		No information available
Industry Partnerships Participation in alliances or consortia that enhance credibility.		No information available
Churn Rate Percentage of clients discontinuing service per year.		No information available
Client Growth Rate Annual increase in platform users or logos.		No information available
Awards/Industry Recognition Recognition by reputable industry organizations.		No information available
Business Continuity Plan Documented and tested plans for disaster recovery and service resilience.		No information available

AI/ML Model Upgrades Frequency of innovation or upgrades in analytic and predictive engines.		No information available
New Data Source Integration Rate How quickly new alternative data sources are made available to users.		No information available
Participates in Data Consortiums Active member of data-sharing or standards organizations.		No information available
Visualization Innovation Frequency of new or advanced visualization techniques introduced.		No information available
Beta Testing/Client Feature Input Mechanisms for early adopter programs or client-driven roadmap.		No information available
Academic Collaborations Partnerships with universities for applied research.		No information available
Open Data Initiatives Support or contribution to open alternative data/tech communities.		No information available
Data Science Sandbox Environment for clients to experiment with new data and analytics.		No information available
API Versioning and Roadmap Disclosure Transparent release plans and versioning for APIs and tech.		No information available
Cross-Asset Data Opportunities Support for new data categories relevant across markets (e.g., ESG, crypto).		No information available

FactSet Alternative Data from FactSet

Product analysis by function

Alternative Data Platforms for Investment Research & Analysis

Data Coverage & Sources (0 Yes /0 Known /12 Possible features)

Data Quality & Integrity (0 Yes /0 Known /10 Possible features)

Analytics & Insight Generation (0 Yes /0 Known /11 Possible features)

Integration & Accessibility (0 Yes /0 Known /10 Possible features)

Security & Compliance (0 Yes /0 Known /10 Possible features)

Performance & Scalability (0 Yes /0 Known /10 Possible features)

User Support & Documentation (0 Yes /0 Known /10 Possible features)

Pricing & Contract Flexibility (0 Yes /0 Known /10 Possible features)

Customization & Extensibility (0 Yes /0 Known /10 Possible features)

Vendor Stability & Reputation (0 Yes /0 Known /10 Possible features)

Innovation & Forward-Looking Capabilities (0 Yes /0 Known /10 Possible features)