Spotfire Analytics Features
Reports (8)
Reports Interface
Based on 192 Spotfire Analytics reviews and verified by the G2 Product R&D team. Reports interface for standard and self-service reports is intuitive and easy to use.
Steps to Answer
Based on 184 Spotfire Analytics reviews and verified by the G2 Product R&D team. Requires a minimal number of steps/clicks to answer business question.
Graphs and Charts
Based on 209 Spotfire Analytics reviews and verified by the G2 Product R&D team. Offers a variety of attractive graph and chart formats.
Score Cards
Based on 170 Spotfire Analytics reviews and verified by the G2 Product R&D team. Score cards visually track KPI's.
Dashboards
Based on 199 Spotfire Analytics reviews and verified by the G2 Product R&D team. Provides business users an interface to easily design, refine and collaborate on their dashboards
Reports Interface
Reports interface for standard and self-service reports is intuitive and easy to use.
Share Reports
Receive email reports and notifications regarding metrics.
Steps to Answer
Requires a minimal number of steps/clicks to answer business question.
Self Service (6)
Calculated Fields
Based on 198 Spotfire Analytics reviews and verified by the G2 Product R&D team. Using formulas based on existing data elements, users can create and calculate new field values.
Data Column Filtering
Based on 204 Spotfire Analytics reviews and verified by the G2 Product R&D team. Business users have the ability to filter data in a report based on predefined or automodeled parameters.
Data Discovery
Based on 186 Spotfire Analytics reviews and verified by the G2 Product R&D team. Users can drill down and explore data to discover new insights.
Search
Based on 179 Spotfire Analytics reviews and verified by the G2 Product R&D team. Ability to search global data set to find and discover data.
Collaboration / Workflow
Based on 168 Spotfire Analytics reviews and verified by the G2 Product R&D team. Ability for users to share data and reports they have built within the BI tool and outside the tool through other collaboration platforms.
Automodeling
Based on 140 Spotfire Analytics reviews and verified by the G2 Product R&D team. Tool automatically suggests data types, schemas and hierarchies.
Advanced Analytics (3)
Predictive Analytics
Based on 156 Spotfire Analytics reviews and verified by the G2 Product R&D team. Analyze current and historical trends to make predictions about future events.
Data Visualization
Based on 203 Spotfire Analytics reviews and verified by the G2 Product R&D team. Communicate complex information clearly and effectively through advanced graphical techniques.
Big Data Services
Based on 156 Spotfire Analytics reviews and verified by the G2 Product R&D team. Ability to handle large, complex, and/or siloed data sets.
Building Reports (4)
Data Transformation
Based on 113 Spotfire Analytics reviews and verified by the G2 Product R&D team. Converts data formats of source data into the format required for the reporting system without mistakes.
Data Modeling
Based on 105 Spotfire Analytics reviews and verified by the G2 Product R&D team. Ability to (re)structure data in a manner that allows extracting insights fast and accurate.
WYSIWYG Report Design
Based on 84 Spotfire Analytics reviews and verified by the G2 Product R&D team. Provides business users an interface to easily design and refine their dashboards and reports. (What You See Is What You Get)
Integration APIs
Based on 85 Spotfire Analytics reviews and verified by the G2 Product R&D team. Application Programming Interface - Specification for how the application communicates with other software. API's typically enable integration of data, logic, objects, etc with other software applications.
Statistical Tool (3)
Scripting
Supports a variety of scripting environments
Data Mining
Mines data from databases and prepares data for analysis
Algorithms
Applies statistical algorithms to selected data
Data Analysis (2)
Analysis
Analyzes both structured and unstructured data
Data Interaction
Interacts with data to prepare it for visualizations and models
Decision Making (4)
Modeling
Offers modeling capabilities
Data Visualizations
Creates data visualizations or graphs
Report Generation
Generates reports of data performance 10 reviewers of Spotfire Analytics have provided feedback on this feature.
Data Unification
Unifies information on a singular platform
Data Updates (5)
Historical Snapshots
Ability to track historical data.
Real-Time Updating
Track metrics in real time with consistent and frequent updates.
Email Reports
Receive email reports and notifications regarding metric.
Historical Snapshots
Ability to track historical data.
Real-Time Updating
Track metrics in real time with consistent and frequent updates.
Model Development (4)
Language Support
Supports programming languages such as Java, C, or Python. Supports front-end languages such as HTML, CSS, and JavaScript
Drag and Drop
Offers the ability for developers to drag and drop pieces of code or algorithms when building models
Pre-Built Algorithms
Provides users with pre-built algorithms for simpler model development
Feature Engineering
Transforms raw data into features that better represent the underlying problem to the predictive models
Machine/Deep Learning Services (6)
Computer Vision
Offers image recognition services
Natural Language Processing
Offers natural language processing services
Natural Language Generation
Offers natural language generation services
Artificial Neural Networks
Offers artificial neural networks for users
Natural Language Understanding
Offers natural language understanding services
Deep Learning
Provides deep learning capabilities
Deployment (3)
Managed Service
Manages the intelligent application for the user, reducing the need of infrastructure
Application
Allows users to insert machine learning into operating applications
Scalability
Provides easily scaled machine learning applications and infrastructure
Administration (6)
Database Management
Supports for managing different types of databases and integration methods.
Access Control
Gives admistrators control over data-related privilages and accessability
Data Security
Allows users to secure access to data. Provides additional support for security practices like IP whitelisting, attack mitigation, and data encryption.
Quality Control
Data quality consists of deduplication, cleansing, and appending your marketing database.
Data Sampling
Allows users to select samples of data for defined procedures.
Collaboration
Share data across your organization.
Federation (4)
Architecture
Creates integrations and allows management of connected contains.
Provisioning
Allows administrators to organize components of the database to maintain instance efficiency.
Orchestration
Allows admisistrators to manage and organize storage, networks, and datacenters.
API / Integrations
Application Programming Interface Specification for how the application communicates with other software. APIs typically enable integration of data, logic, objects, etc. with other software applications.
Transformation (3)
Data Visualization
Processes data and represents interpretations in a variety of graphic formats.
Application Performance
Functions when integrated with multiple forms of external applications.
Data Modeling
Tools to (re)structure data in a manner that allows extracting insights quickly and accurately.
Capabilities (4)
Data Visualization
Communicate complex information clearly and effectively through advanced graphical techniques.
Survival Analysis
Supports evaluation of durations, events, and reliability in relation to statistical analysis
Risk Data Attributes
Identify risk data attributes such as description, category, owner, or hierarchy.
Cost Analysis
Tools to analyze financial data in order to gain usable insights.
Methodology (3)
ANOVA Support
Supports analysis of variance (ANOVA) to determine observed variance.
Regression
Supports various regression methods such as ordinary least squares (OLS), weighted least squares (WLS), or generalized linear model (GLM).
Time Series Analysis
Supports the analysis of time series data for predictive analytics and exploratory analysis.
System (1)
Data Ingestion & Wrangling
Gives user ability to import a variety of data sources for immediate use
Data Preparation (2)
Connectors
Based on 71 Spotfire Analytics reviews and verified by the G2 Product R&D team. Ability to connect the analytics platform with a wide range of connector options for common data sources, including popular enterprise applications.
Data Governance
Based on 65 Spotfire Analytics reviews and verified by the G2 Product R&D team. Connects to enterprise data governance software, or provides integrated data governance features to avoid misuse of data
Data Modeling and Blending (3)
Data Querying
Based on 77 Spotfire Analytics reviews and verified by the G2 Product R&D team. Using formulas based on existing data elements, users can create and calculate new field values
Data Filtering
Based on 81 Spotfire Analytics reviews and verified by the G2 Product R&D team. Business users have the ability to filter data in a report based on predefined or automodeled parameters.
Data Blending
Based on 75 Spotfire Analytics reviews and verified by the G2 Product R&D team. Allows the user to combine data from multiple sources into a functioning dataset.
Visualization (4)
Graphs and Charts
Offers a variety of attractive graph and chart formats.
Score Cards
Score cards visually track KPI's.
Dashboards
Provides business users an interface to easily design, refine and collaborate on their dashboards
Formats
Allows one to create and export visualization into various formats (PNG, JPEG, etc.)
Collaboration (3)
Sharing
Provides the ability to easily share visualizations.
Co-Editing
Allows multiple users to edit and create visualizations together.
Devices
Has the ability to edit visualization across devices and device types (e.g. computer and phone).
Generative AI (11)
AI Text Generation
As reported in 31 Spotfire Analytics reviews. Allows users to generate text based on a text prompt.
AI Text Summarization
As reported in 32 Spotfire Analytics reviews. Condenses long documents or text into a brief summary.
AI Text Generation
Allows users to generate text based on a text prompt.
AI Text Summarization
Condenses long documents or text into a brief summary.
AI Text Generation
Allows users to generate text based on a text prompt.
AI Text Summarization
Condenses long documents or text into a brief summary.
AI Text Generation
Allows users to generate text based on a text prompt.
AI Text Summarization
Condenses long documents or text into a brief summary.
AI Text Generation
Allows users to generate text based on a text prompt.
AI Text Summarization
Condenses long documents or text into a brief summary.
AI Text-to-Image
Provides the ability to generate images from a text prompt.
Integration - Machine Learning (1)
Integration
Supports integration with multiple data sources for seamless data input.
Learning - Machine Learning (3)
Training Data
Enhances output accuracy and speed through efficient ingestion and processing of training data.
Actionable Insights
Generates actionable insights by applying learned patterns to key issues.
Algorithm
Continuously improves and adapts to new data using specified algorithms.
Agentic AI - AWS Marketplace (3)
Autonomous Task Execution
Capability to perform complex tasks without constant human input
Multi-step Planning
Ability to break down and plan multi-step processes
Cross-system Integration
Works across multiple software systems or databases
Agentic AI - Analytics Platforms (7)
Autonomous Task Execution
Capability to perform complex tasks without constant human input
Multi-step Planning
Ability to break down and plan multi-step processes
Cross-system Integration
Works across multiple software systems or databases
Adaptive Learning
Improves performance based on feedback and experience
Natural Language Interaction
Engages in human-like conversation for task delegation
Proactive Assistance
Anticipates needs and offers suggestions without prompting
Decision Making
Makes informed choices based on available data and objectives
Agentic AI - Data Science and Machine Learning Platforms (7)
Autonomous Task Execution
Capability to perform complex tasks without constant human input
Multi-step Planning
Ability to break down and plan multi-step processes
Cross-system Integration
Works across multiple software systems or databases
Adaptive Learning
Improves performance based on feedback and experience
Natural Language Interaction
Engages in human-like conversation for task delegation
Proactive Assistance
Anticipates needs and offers suggestions without prompting
Decision Making
Makes informed choices based on available data and objectives
Deployment & Integration - Analytics Platforms (4)
No-code Dashboard Builder
Enables non-technical users to build dashboards through intuitive, drag-and-drop interfaces
Report Scheduling and Automation
Enables automated report generation and scheduled delivery to stakeholders
Embedded Analytics and White-labeling
Allows dashboards and analytics to be embedded into external apps with branding flexibility
Data Source Connectivity
Supports integration with major data sources like cloud data warehouses, SQL/NoSQL databases, and SaaS applications
Performance & Scalability - Analytics Platforms (2)
Large data handling and Query Speed
Efficiently processes large datasets with minimal lag and ensures high performance under load
Concurrent User Support
Maintains performance and uptime during high traffic from multiple users or teams
Advanced Analytics & Modeling - Analytics Platforms (3)
Data Modeling and Governance
Supports semantic data layers, role-based access controls, and metadata governance
Notebook and Script Integration
Integrates with Jupyter, Python, or R for custom analytics and modeling
Built-in Predictive and Statistical Models
Provides native tools for statistical analysis, forecasting, and trend prediction
Agentic AI Capabilities - Analytics Platforms (4)
Auto-generated Insights and Narratives
Uses AI to generate textual summaries, key takeaways, and data stories from dashboards
Natural Language Queries
Allows users to query data and build reports using conversational or plain language
Proactive KPI Monitoring and Alerts
Detects and notifies users about KPI anomalies or significant metric changes in real time
AI Agents for Analytical Follow-ups
Recommends next questions, analyses, or exploration paths using autonomous AI agents
Personalized Intelligence - Analytics Platforms (3)
Behavioral Learning for Contextual Query Refinement
Learns from historical user interactions to improve and personalize query results over time
Role-based Insight Personalization
Tailors dashboard views and suggestions based on user roles, access levels, and past behavior
Conversational and Prompt-based Analytics
Supports AI-driven exploration via prompts or multi-turn conversations for iterative querying





