# Advanced spatial analytics

- [Introduction to the Analytics Toolbox](https://academy.carto.com/advanced-spatial-analytics/introduction-to-the-analytics-toolbox.md)
- [Spatial Analytics for BigQuery](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery.md)
- [Step-by-step tutorials](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials.md)
- [How to create a composite score with your spatial data](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/how-to-create-a-composite-score-with-your-spatial-data.md)
- [Space-time hotspot analysis: Identifying traffic accident hotspots](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/space-time-hotspot-analysis-identifying-traffic-accident-hotspots.md)
- [Spacetime hotspot classification: Understanding collision patterns](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/spacetime-hotspot-classification-understanding-collision-patterns.md)
- [Time series clustering: Identifying areas with similar traffic accident patterns](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/time-series-clustering-identifying-areas-with-similar-traffic-accident-patterns.md)
- [Detecting space-time anomalous regions to improve real estate portfolio management (quick start)](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/detecting-space-time-anomalous-regions-to-improve-real-estate-portfolio-management-quick-start.md)
- [Detecting space-time anomalous regions to improve real estate portfolio management](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/detecting-space-time-anomalous-regions-to-improve-real-estate-portfolio-management.md)
- [Computing the spatial autocorrelation of POIs locations in Berlin](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/computing-the-spatial-autocorrelation-of-pois-locations-in-berlin.md)
- [Identifying amenity hotspots in Stockholm](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/identifying-amenity-hotspots-in-stockholm.md)
- [Applying GWR to understand Airbnb listings prices](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/applying-gwr-to-understand-airbnb-listings-prices.md)
- [Analyzing signal coverage with line-of-sight calculation and path loss estimation](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/analyzing-signal-coverage-with-line-of-sight-calculation-and-path-loss-estimation.md)
- [Generating trade areas based on drive/walk-time isolines](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/generating-trade-areas-based-on-drive-walk-time-isolines.md)
- [Geocoding your address data](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/geocoding-your-address-data.md)
- [Find similar locations based on their trade areas](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/find-similar-locations-based-on-their-trade-areas.md)
- [Calculating market penetration in CPG with merchant universe matching](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/calculating-market-penetration-in-cpg-with-merchant-universe-matching.md)
- [Measuring merchant attractiveness and performance in CPG with spatial scores](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/measuring-merchant-attractiveness-and-performance-in-cpg-with-spatial-scores.md)
- [Segmenting CPG merchants using trade areas characteristics](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/segmenting-cpg-merchants-using-trade-areas-characteristics.md)
- [Store cannibalization: quantifying the effect of opening new stores on your existing network](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/store-cannibalization-quantifying-the-effect-of-opening-new-stores-on-your-existing-network.md)
- [Find Twin Areas of top-performing stores](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/find-twin-areas-of-top-performing-stores.md)
- [Opening a new Pizza Hut location in Honolulu](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/opening-a-new-pizza-hut-location-in-honolulu.md)
- [An H3 grid of Starbucks locations and simple cannibalization analysis](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/an-h3-grid-of-starbucks-locations-and-simple-cannibalization-analysis.md)
- [Data enrichment using the Data Observatory](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/data-enrichment-using-the-data-observatory.md)
- [New police stations based on Chicago crime location clusters](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/new-police-stations-based-on-chicago-crime-location-clusters.md)
- [Interpolating elevation along a road using kriging](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/interpolating-elevation-along-a-road-using-kriging.md)
- [Analyzing weather stations coverage using a Voronoi diagram](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/analyzing-weather-stations-coverage-using-a-voronoi-diagram.md)
- [A NYC subway connection graph using Delaunay triangulation](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/a-nyc-subway-connection-graph-using-delaunay-triangulation.md)
- [Computing US airport connections and route interpolations](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/computing-us-airport-connections-and-route-interpolations.md)
- [Identifying earthquake-prone areas in the state of California](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/identifying-earthquake-prone-areas-in-the-state-of-california.md)
- [Bikeshare stations within a San Francisco buffer](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/bikeshare-stations-within-a-san-francisco-buffer.md)
- [Census areas in the UK within tiles of multiple resolutions](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/census-areas-in-the-uk-within-tiles-of-multiple-resolutions.md)
- [Creating simple tilesets](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/creating-simple-tilesets.md)
- [Creating spatial index tilesets](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/creating-spatial-index-tilesets.md)
- [Creating aggregation tilesets](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/creating-aggregation-tilesets.md)
- [Using raster and vector data to calculate total rooftop PV potential in the US](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/using-raster-and-vector-data-to-calculate-total-rooftop-pv-potential-in-the-us.md)
- [Using the routing module](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/step-by-step-tutorials/using-the-routing-module.md)
- [About Analytics Toolbox regions](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-bigquery/about-analytics-toolbox-regions.md)
- [Spatial Analytics for Snowflake](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-snowflake.md)
- [Step-by-step tutorials](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-snowflake/step-by-step-tutorials.md)
- [How to create a composite score with your spatial data](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-snowflake/step-by-step-tutorials/how-to-create-a-composite-score-with-your-spatial-data.md)
- [Space-time hotspot analysis: Identifying traffic accident hotspots](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-snowflake/step-by-step-tutorials/space-time-hotspot-analysis-identifying-traffic-accident-hotspots.md)
- [Computing the spatial autocorrelation of POIs locations in Berlin](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-snowflake/step-by-step-tutorials/computing-the-spatial-autocorrelation-of-pois-locations-in-berlin.md)
- [Identifying amenity hotspots in Stockholm](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-snowflake/step-by-step-tutorials/identifying-amenity-hotspots-in-stockholm.md)
- [Applying GWR to understand Airbnb listings prices](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-snowflake/step-by-step-tutorials/applying-gwr-to-understand-airbnb-listings-prices.md)
- [Opening a new Pizza Hut location in Honolulu](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-snowflake/step-by-step-tutorials/opening-a-new-pizza-hut-location-in-honolulu.md)
- [Generating trade areas based on drive/walk-time isolines](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-snowflake/step-by-step-tutorials/generating-trade-areas-based-on-drive-walk-time-isolines.md)
- [Geocoding your address data](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-snowflake/step-by-step-tutorials/geocoding-your-address-data.md)
- [Creating spatial index tilesets](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-snowflake/step-by-step-tutorials/creating-spatial-index-tilesets.md)
- [A Quadkey grid of stores locations and simple cannibalization analysis](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-snowflake/step-by-step-tutorials/a-quadkey-grid-of-stores-locations-and-simple-cannibalization-analysis.md)
- [Minkowski distance to perform cannibalization analysis](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-snowflake/step-by-step-tutorials/minkowski-distance-to-perform-cannibalization-analysis.md)
- [Computing US airport connections and route interpolations](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-snowflake/step-by-step-tutorials/computing-us-airport-connections-and-route-interpolations.md)
- [New supplier offices based on store locations clusters](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-snowflake/step-by-step-tutorials/new-supplier-offices-based-on-store-locations-clusters.md)
- [Analyzing store location coverage using a Voronoi diagram](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-snowflake/step-by-step-tutorials/analyzing-store-location-coverage-using-a-voronoi-diagram.md)
- [Enrichment of catchment areas for store characterization](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-snowflake/step-by-step-tutorials/enrichment-of-catchment-areas-for-store-characterization.md)
- [Data enrichment using the Data Observatory](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-snowflake/step-by-step-tutorials/data-enrichment-using-the-data-observatory.md)
- [Spatial Analytics for Redshift](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-redshift.md)
- [Step-by-step tutorials](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-redshift/step-by-step-tutorials.md)
- [Generating trade areas based on drive/walk-time isolines](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-redshift/step-by-step-tutorials/generating-trade-areas-based-on-drive-walk-time-isolines.md)
- [Geocoding your address data](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-redshift/step-by-step-tutorials/geocoding-your-address-data.md)
- [Creating spatial index tilesets](https://academy.carto.com/advanced-spatial-analytics/spatial-analytics-for-redshift/step-by-step-tutorials/creating-spatial-index-tilesets.md)


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