# Dataset Tools

Dataset tools provide batch processing and advanced operations for datasets.

## Overview

Dataset tools (`batch_tools.php`, `batch_tools_advanced.php`, `batch_tools_raster.php`) provide interfaces for batch operations and advanced analysis.

## Core Analysis Tools

### Batch Operations

- Process multiple datasets
- Apply same operation to multiple datasets
- Batch import/export
- Bulk updates

### Analysis Tools

- Hot spot analysis
- Outlier detection
- Buffer analysis
- Join operations
- Dissolve operations
- Clip operations

## Advanced Analysis Tools

### Advanced Operations

- Complex spatial queries
- Multi-step analysis workflows
- Custom SQL operations
- Advanced filtering

## Raster Analysis Tools

### Raster Operations

- Zonal statistics
- Raster conversion
- Raster comparison
- Raster algebra
- Raster resampling

## Live Analysis Suite

### Real-time Analysis

- Live hot spot analysis
- Live outlier detection
- Live KDE
- Real-time filtering
- Dynamic updates

## Tool Configuration

### Parameters

- Input dataset selection
- Output dataset configuration
- Analysis parameters
- Output format options

### Scheduling

- Schedule batch operations
- Background processing
- Job queue management
- Progress monitoring

## Related Documentation

- [Analysis Tools](../analysis-tools/index.md)
- [Workers](../workers/index.md)
- [API Documentation](../api/index.md)

