> ## Documentation Index > Fetch the complete documentation index at: https://docs.fiddler.ai/llms.txt > Use this file to discover all available pages before exploring further. # Feature Analytics > Dive into our guide on creating feature analytics charts and visualizations for important features in your ML Models and LLM applications. ### Creating a Feature Analytics Chart To create a Feature Analytics chart, follow these steps: * Navigate to the `Charts` tab in your Fiddler AI instance * Click on the `Add Chart` button on the top right * In the modal, select a project * Select **Feature Analytics** Add Chart modal dialog

### Support Feature analytics is supported for any model task type, but does not support time stamps or columns of type `string` or `vector`. ### Available Right-Side Controls | Parameter | Value | | ----------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | Model | List of models in the project | | Version | List of versions for the selected model | | Environment | `Production` or `Pre-Production` | | Dataset | Displayed only if `Pre-Production` is selected. List of pre-production env uploaded for the model version. | | Visual | List of possible visualizations, Feature Distribution or Feature Correlation. | | Segment | \

- Selecting a saved segment\
- Defining an applied (on the fly) segment. This applied segment isn’t saved (unless specifically required by the user) and is applied for analysis purposes.\

| | Feature | \

- Feature Distribution: Select a single column of a supported data type to view the distribution of its values\
- Feature Correlation: Select two columns to visualize their correlation\
- Correlation Matrix: Select up to eight columns to visualize their pairwise correlations\

| ### Available In-Chart Controls | Control | Value | | -------------------- | -------------------------------------------------------------------------------------------------------------------------- | | Time range selection | Selecting start time and end time or time label for production data. Default is last 30 days | | Display | Select how to display the chart, Histogram or Kernel Density Estimate, depending on the data type of the feature selected. | ### Displays for Feature Distribution #### Kernel Density Estimate For numeric column types, visualize feature distribution as a Kernel Density Estimate chart. Feature distribution chart configured with Kernel Density Estimate rendering

Feature distribution chart configured with Kernel Density Estimate rendering

#### Histogram Categorical and boolean value may only be displayed as Histograms, but other column types may also be displayed as such. Feature distribution chart configured with histogram rendering

Feature distribution chart configured with histogram rendering

### Displays for Feature Correlation #### Line Plot Line plot example of Feature Correlation chart

#### Scatter Plot Scatter plot example of Feature Correlation chart

#### Stacked Bar Plot Stacked bar example of Feature Correlation chart

#### Box Plot Box plot example of Feature Correlation chart

### Correlation Matrix Interactions Clicking a cell in the correlation matrix opens the Feature Correlation chart, enabling a more detailed analysis of the relationship between the selected features.