Start Here
These tutorials are great starting points to get familiar with Wherobots.Introducing Wherobots
New to Wherobots? Start here with our introduction to loading, querying, and analyzing spatial data
Reading spatial data
Learn to read and work with various spatial file formats effectively
Accelerating Geospatial Datasets
Optimize and accelerate your geospatial data processing
Spatial Joins in Wherobots
Master spatial join operations for combining datasets on spatial relationships
Popular Spatial Analysis Workflows
These tutorials showcase common popular spatial analysis tasks you can perform with Wherobots.DBSCAN Clustering
Find spatial clusters in your data to identify patterns
Detect field boundaries
Find agricultural field boundaries with RasterFlow Public Preview
Overture Maps
Work with Overture Maps datasets to analyze buildings, roads, and more
By Industry
See which tutorials map to the workflows your industry already runs.Land Monitoring & Catastrophe Prediction
Land change detection, hazard exposure modeling, compliance checks, and vegetation analysis across large footprints.
Facility Management
Building analytics, portfolio risk scoring, space planning, and infrastructure assessment across distributed properties.
Site Selection
Trade area analysis, demographic scoring, competitive mapping, and accessibility evaluation for optimal location decisions.
Fleet Logistics
GPS map matching, route adherence, fleet analytics, and road infrastructure monitoring at scale.
Agriculture & Forestry
Field boundary detection, crop monitoring, canopy height estimation, and land cover classification from satellite imagery.
Insurance & Risk
Catastrophe exposure analysis, underwriting enrichment, weather analytics, and portfolio concentration monitoring.
Environmental Monitoring
Change detection, climate analytics, habitat mapping, and water resource monitoring at continental scale.
Last Mile Delivery
Pedestrian network mapping, delivery zone modeling, drop-off resolution, and coverage maps for the final leg of the delivery journey.
Browse by business question
The industry portal pairs each scenario with the answer it produces and the notebook that implements it.
By Capability
Find tutorials based on your area of interest.Spatial Statistics
Analyze patterns and relationships in your spatial data.DBSCAN Clustering
Identify clusters of spatial points using density-based clustering
Hotspot Detection
Find statistically significant hotspots with Getis-Ord Gi*
Outlier Detection
Detect spatial outliers using Local Outlier Factor
K-Nearest Neighbors
Find the K nearest neighbors for spatial joins
RasterFlow
End-to-end raster processing workflows with ML models.Canopy Height
Estimate canopy height from satellite imagery
Public Preview
Public Preview
Road Detection
Detect roads using the Chesapeake model
Public Preview
Public Preview
Change Detection
Identify changes between satellite images
Public Preview
Public Preview
Field Boundaries
Detect agricultural field boundaries
Public Preview
Public Preview
Sentinel-2 Mosaics
Build seasonal mosaics from Sentinel-2 imagery
Public Preview
Public Preview
Sidewalk Detection
Detect sidewalks and pedestrian infrastructure
Public Preview
Public Preview
Custom Rasters (NAIP)
Use your own raster data with RasterFlow
Public Preview
Public Preview
Bring Your Own Model
Run custom ML models on raster data
Public Preview
Public Preview
Data Sources
Connect to and work with data sources to enrich your spatial analysis.Overture Maps
Access Overture Maps Foundation datasets that describe buildings, roads, and more
Foursquare Places
Work with Foursquare Point of Interest (POI) data to analyze locations
NOAA Weather Data
Access NOAA severe weather data to analyze weather events
Unity Catalog
Connect to Databricks Unity Catalog to use Wherobots with your Databricks tables
Routing & Networks
Analyze movement and network data.Map Matching
Match GPS traces to road networks to analyze vehicle travel patterns
Isochrones
Calculate travel time polygons to find reachable areas to and from a given location