Analysis Tab Overview
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Analysis Tab Overview
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The Analysis tab contains tools to visualize contextualized data, as well as analytics that allow for deeper introspection into that data. There are four categories of data tools:
- Correlation
- Data Exploration
- Process Variability
- Custom
Correlation Options
| Option | Description |
| Correlation Heatmap | Investigate pairwise relationships between multiple fields. |
| Curve Fit Analysis | Gain an in-depth understanding of the relationship between a pair of fields. |
| Scatterplot Matrix | Investigate pairwise relationships in more depth than the Correlation Heatmap. |
| Time-Series Correlation | Understand which fields have the highest correlation to a field of interest. |
Data Exploration Options
| Option | Description |
| Data Visualization | Create robust visualizations leveraging contextualized data models. |
| Descriptive Statistics | Perform an in-depth analysis of any given field. |
| Event Timeline | Understand the duration and sequence of events over time, shown by category or type. |
| OEE Visibility | Monitor and visualize key performance indicators (KPIs) such as performance, availability, OEE, and defects. |
| Raw Data Monitoring | View time-series data in real time as it flows from your facility to the Sight Machine platform. |
| Raw Data Visualization | Create visualizations of the raw data streaming into the Sight Machine platform. |
| Timeline Analysis | View the sequence of process data, downtimes, and defects over time. |
Process Variability Options
| Option | Description |
| Statistical Process Control | Monitor stability and initiate alerts when any parameters go out of control to ensure the quality and stability of your manufacturing process. |
| Variance Analysis | Surface the fields involved in the production process that have high variance and which may be impacting quality and efficiency. |
Custom Analysis Options
The Analysis tab also contains any enhanced or custom analytics created by your organization leveraging the Sight Machine SDK or developed by the Sight Machine services team.