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Welcome to ThingWorx Analytics 9 Help Center
Release Notes
- Release Notes for Analytics Server 9.7
  - What’s New in Analytics Server 9.7.0
  - Fixed Issues in Analytics Server 9.7.0
- Release Notes for Platform Analytics 9.7
  - What’s New in Platform Analytics 9.7.0
  - Fixed Issues in Platform Analytics 9.7.0
- Release Notes for Analytics Server 9.6
- Release Notes for Platform Analytics 9.6
- Release Notes for Analytics Server 9.5
- Release Notes for Platform Analytics 9.5
- Version 9.4 Release Notes
- Version 9.3 Release Notes
- Version 9.2 Release Notes
- Version 9.1 Release Notes
- Version 9.0 Release Notes
Compatibility Matrix
System Requirements
ThingWorx Analytics Functionality
- Explanatory Analytics
- Descriptive Analytics
- Prediction Model Generation
- Predictive Scoring
  - Interpreting Predictive Scoring Results
  - Parsing Predictive Scoring Results
- Prescriptive Scoring
  - Interpreting Prescriptive Scoring Results
  - Parsing Prescriptive Scoring Results
- Confidence Models
- Anomaly Detection
- Time Series Predictions
- Learners and Ensemble Techniques
- K-fold Validation
- Profile Subpopulations
ThingWorx Analytics API
- API Overview
- API Changes - 9.0
System Architecture
- Analytics Server System Architecture
- Descriptive Analytics Architecture
- Property Transform Architecture
- Anomaly Detection Architecture in a ThingWorx Cluster
Security Considerations
- Security Overview
- TLS Support for Analytics Server APIs
- TLS Support for ThingWorx
- TLS Support for ZooKeeper
- TLS Support for RabbitMQ
- TLS Support for Flink
- Updating Passwords for Autogenerated Truststores
- Updating Encrypted Keys and Passwords
- Updating Flink Passwords on Ubuntu
ThingWorx Analytics Installation
- Overview
- ThingWorx Analytics Linux Installation
- ThingWorx Analytics Windows Installation
- Connecting Analytics Server to Azure PostgreSQL
- ThingWorx Analytics with ThingWorx High Availability
ThingWorx Analytics Upgrade, Modify, Repair
- For Linux
- For Windows
- Upgrading Analytics Server to Java 21 for 9.7
- Upgrading Platform Analytics to Java 21 for 9.7
- Upgrading to Java 11 for 9.2
- Upgrading to Java 11 for 9.1.x
Updating an Analytics API Key
- Update a ThingWorx Analytics API Key – Linux
- Update a ThingWorx Analytics API Key – Windows
Updating ThingWorx AppKeys
- For Linux
  - Update a ThingWorx AppKey For Analytics Server – Scripted Process
  - Update a ThingWorx AppKey for Platform Analytics – Scripted Process
- For Windows
  - Update a ThingWorx AppKey for Analytics Server – Scripted Process
  - Update a ThingWorx AppKey for Platform Analytics – Scripted Process
Updating a RabbitMQ Password
- Update a RabbitMQ Password – Linux
- Update a RabbitMQ Password – Windows
Uninstalling ThingWorx Analytics Components
- Uninstalling Components for Linux
- Uninstalling Components for Windows
ThingWorx Analytics Data
- Prepare Data and Metadata
- Upload Data via Analytics Builder
- Handling Data via ThingWorx Things
- Handling Dataset Filters via ThingWorx Analytics DataThing
ThingWorx Analytics Extension
- Overview
- Prerequisites
- Download the Software Package
- Import the Extension
  - Re-import Analytics Builder Files
  - Re-import Analytics Manager Files
- Imported Packages
- Perform Post Installation Configuration for Analytics Builder
  - Set Up User Access
  - Configure Communication Settings in Analytics Builder
- Perform Post Installation Configuration for Analytics Manager
- Set a Home Mashup
- Upgrade Analytics Extension from an Earlier Release
- Remove the Extension
Analytics Builder
- Getting Started with Analytics Builder
- Working with Datasets
- Working with Signals
- Working with Profiles
- Working with Predictive Models
- Working with Predictive Scoring
- Troubleshooting Analytics Builder
Analytics Manager
- Getting Started with Analytics Manager
  - Analytics Manager Concepts
- Working with Analysis Providers
  - Create an Analysis Provider
  - Manage an Analysis Provider
- Working with Flexible Scaling
- Configuring Analysis Agents
  - Configure the Microsoft Excel Agent
  - Configure the Microsoft Excel JAVA Agent
    - Test Microsoft Excel JAVA Agent
- Creating Input Models for Analytics Manager
  - Create an Excel Workbook
  - Create a JAVA Excel Workbook
- Working with Analysis Models
- Working with Analysis Events
- Working with Analysis Jobs
  - Create an Analysis Job
  - Manage an Analysis Job
- Working with Analysis Replays
  - Create an Analysis Replay
  - Review an Analysis Replay
- Working with Predictive Scoring
- Configuring Settings for Analytics Manager
- Best Practices
  - To Connect to a Thing from an External Analysis Tool
  - To Improve Storage Performance
- Feeding Simulated Data through Analytics Manager
- Using the Tutorials
- Customizing Analytics Manager
- Using the Analytics Manager Services
- Quick Samples
Anomaly Detection
- Overview
- Prerequisites – Anomaly Detection
- Implementing Anomaly Detection
- Anomaly Alert Statuses
- The Certainty Parameter
- Anomaly Alert Services
- Anomaly Detection Data Streams
- Promoting an Anomaly Alert
- Retraining an Anomaly Alert
- Exporting and Importing Anomaly Models
- Using the Anomaly Dashboard Sample Mashup
Descriptive Analytics
- Scenarios for Use
- Preparing to Use the Services
- Implementing Service Calls
- Using the Descriptive Analytics Sample Mashup
Property Transforms
- Scenarios for Use
- Defining a Time-based Property Transform Window
- Using the Property Transform Sample Mashup
  - Sample Mashup for Statistical Calculation Transformations
  - Sample Mashups for Statistical Monitoring Transformations
- Defining Property Transforms Programmatically
- Troubleshooting Property Transforms
FactoryTalk Analytics Integration
- Solution Overview
- Security Considerations
- Installation
- Configure HDFS
- Create Dataset Custom Processor
- Retrieve Model Inputs and Outputs for Scoring
- Synchronous Prediction Custom Processor
- Asynchronous Prediction Custom Processor
- Scoring Result Custom Processor
- Interpreting Prediction Processor Output
- Sample Custom Processor Implementation