Forecaster automatically generates and displays insights for each data collection for subscribed customers. These insights better explain the data. You can make informed decisions about the interpretation of forecast results. The insights tab is grayed out while insights are being generated.
Forecaster provides insights into several different aspects of your data.
Forecaster is available in two tiers:
- The standard tier provides the core insights necessary to understand trends and seasonality in your data.
- The advanced tier offers the full range of data insights with absolute feature contributions at individual prediction level, to help you understand what's shaping each prediction.
Learn more about forecaster tiers.
Forecaster is available in two tiers:
- The standard tier provides a focused set of proven algorithms and the core insights necessary to understand trends and seasonality in your data.
- The advanced tier offers the full range of data insights and advanced explainability with absolute feature contributions at individual prediction level, to help you understand what's shaping each prediction.
Learn more about forecaster tiers.
Note: For algorithms where advanced explainability is not yet deployed, standard explainability continues to apply.
| Insight | Standard tier | Advanced tier |
| Trend | ||
| Seasonality | ||
| Change points | ||
| Outliers | ||
| New and obsolete items | ||
| Descriptive statistics | ||
| Variability type | ||
| Correlation | ||
| Sparsity |
Sample Insights page
Page tabs
Below are the tabs on the Insights page. To see all available data insights, your company must have a subscription to Forecaster's advanced tier. If you're not sure which tier you have, contact your Customer Success Business Partner.
Changepoints
Outliers
Seasonality
Trend
New and obsolete Items
Descriptive statistics
Sparsity
Variability type
Correlations
