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  • CARTO Academy
  • Working with geospatial data
    • Geospatial data: the basics
      • What is location data?
      • Types of location data
      • Changing between types of geographical support
    • Optimizing your data for spatial analysis
    • Introduction to Spatial Indexes
      • Spatial Index support in CARTO
      • Create or enrich an index
      • Work with unique Spatial Index properties
      • Scaling common geoprocessing tasks with Spatial Indexes
      • Using Spatial Indexes for analysis
        • Calculating traffic accident rates
        • Which cell phone towers serve the most people?
    • The modern geospatial analysis stack
      • Spatial data management and analytics with CARTO QGIS Plugin
      • Using data from a REST API for real-time updates
  • Building interactive maps
    • Introduction to CARTO Builder
    • Data sources & map layers
    • Widgets & SQL Parameters
    • AI Agents
    • Data visualization
      • Build a dashboard with styled point locations
      • Style qualitative data using hex color codes
      • Create an animated visualization with time series
      • Visualize administrative regions by defined zoom levels
      • Build a dashboard to understand historic weather events
      • Customize your visualization with tailored-made basemaps
      • Visualize static geometries with attributes varying over time
      • Mapping the precipitation impact of Hurricane Milton with raster data
    • Data analysis
      • Filtering multiple data sources simultaneously with SQL Parameters
      • Generate a dynamic index based on user-defined weighted variables
      • Create a dashboard with user-defined analysis using SQL Parameters
      • Analyzing multiple drive-time catchment areas dynamically
      • Extract insights from your maps with AI Agents
    • Sharing and collaborating
      • Dynamically control your maps using URL parameters
      • Embedding maps in BI platforms
    • Solving geospatial use-cases
      • Build a store performance monitoring dashboard for retail stores in the USA
      • Analyzing Airbnb ratings in Los Angeles
      • Assessing the damages of La Palma Volcano
    • CARTO Map Gallery
  • Creating workflows
    • Introduction to CARTO Workflows
    • Step-by-step tutorials
      • Creating a composite score for fire risk
      • Spatial Scoring: Measuring merchant attractiveness and performance
      • Using crime data & spatial analysis to assess home insurance risk
      • Identify the best billboards and stores for a multi-channel product launch campaign
      • Estimate the population covered by LTE cells
      • A no-code approach to optimizing OOH advertising locations
      • Optimizing site selection for EV charging stations
      • How to optimize location planning for wind turbines
      • Calculate population living around top retail locations
      • Identifying customers potentially affected by an active fire in California
      • Finding stores in areas with weather risks
      • How to run scalable routing analysis the easy way
      • Geomarketing techniques for targeting sportswear consumers
      • How to use GenAI to optimize your spatial analysis
      • Analyzing origin and destination patterns
      • Understanding accident hotspots
      • Real-Time Flood Claims Analysis
      • Train a classification model to estimate customer churn
      • Space-time anomaly detection for real-time portfolio management
      • Identify buildings in areas with a deficit of cell network antennas
    • Workflow templates
      • Data Preparation
      • Data Enrichment
      • Spatial Indexes
      • Spatial Analysis
      • Generating new spatial data
      • Statistics
      • Retail and CPG
      • Telco
      • Insurance
      • Out Of Home Advertising
      • BigQuery ML
      • Snowflake ML
  • Advanced spatial analytics
    • Introduction to the Analytics Toolbox
    • Spatial Analytics for BigQuery
      • Step-by-step tutorials
        • How to create a composite score with your spatial data
        • Space-time hotspot analysis: Identifying traffic accident hotspots
        • Spacetime hotspot classification: Understanding collision patterns
        • Time series clustering: Identifying areas with similar traffic accident patterns
        • Detecting space-time anomalous regions to improve real estate portfolio management (quick start)
        • Detecting space-time anomalous regions to improve real estate portfolio management
        • Computing the spatial autocorrelation of POIs locations in Berlin
        • Identifying amenity hotspots in Stockholm
        • Applying GWR to understand Airbnb listings prices
        • Analyzing signal coverage with line-of-sight calculation and path loss estimation
        • Generating trade areas based on drive/walk-time isolines
        • Geocoding your address data
        • Find similar locations based on their trade areas
        • Calculating market penetration in CPG with merchant universe matching
        • Measuring merchant attractiveness and performance in CPG with spatial scores
        • Segmenting CPG merchants using trade areas characteristics
        • Store cannibalization: quantifying the effect of opening new stores on your existing network
        • Find Twin Areas of top-performing stores
        • Opening a new Pizza Hut location in Honolulu
        • An H3 grid of Starbucks locations and simple cannibalization analysis
        • Data enrichment using the Data Observatory
        • New police stations based on Chicago crime location clusters
        • Interpolating elevation along a road using kriging
        • Analyzing weather stations coverage using a Voronoi diagram
        • A NYC subway connection graph using Delaunay triangulation
        • Computing US airport connections and route interpolations
        • Identifying earthquake-prone areas in the state of California
        • Bikeshare stations within a San Francisco buffer
        • Census areas in the UK within tiles of multiple resolutions
        • Creating simple tilesets
        • Creating spatial index tilesets
        • Creating aggregation tilesets
        • Using raster and vector data to calculate total rooftop PV potential in the US
        • Using the routing module
      • About Analytics Toolbox regions
    • Spatial Analytics for Snowflake
      • Step-by-step tutorials
        • How to create a composite score with your spatial data
        • Space-time hotspot analysis: Identifying traffic accident hotspots
        • Computing the spatial autocorrelation of POIs locations in Berlin
        • Identifying amenity hotspots in Stockholm
        • Applying GWR to understand Airbnb listings prices
        • Opening a new Pizza Hut location in Honolulu
        • Generating trade areas based on drive/walk-time isolines
        • Geocoding your address data
        • Creating spatial index tilesets
        • A Quadkey grid of stores locations and simple cannibalization analysis
        • Minkowski distance to perform cannibalization analysis
        • Computing US airport connections and route interpolations
        • New supplier offices based on store locations clusters
        • Analyzing store location coverage using a Voronoi diagram
        • Enrichment of catchment areas for store characterization
        • Data enrichment using the Data Observatory
    • Spatial Analytics for Redshift
      • Step-by-step tutorials
        • Generating trade areas based on drive/walk-time isolines
        • Geocoding your address data
        • Creating spatial index tilesets
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On this page
  • How to use these templates
  • Catalog of workflow templates
  • Data Preparation
  • Data Enrichment
  • Spatial Indexes
  • Spatial Analysis
  • Generating new spatial data
  • Statistics
  • Retail and CPG
  • Telco
  • Insurance
  • OOH Advertising
  • Templates for extension packages
  • BigQuery ML
  • Snowflake ML

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  1. Creating workflows

Workflow templates

Last updated 1 month ago

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How to use these templates

The CARTO team has designed this collection of Workflows examples with a hands-on approach to empower users and ease the Workflows learning curve.

These examples showcase a wide range of scenarios and applications: from simple building blocks for your geospatial analysis to more complex, industry-specific workflows tailored to facilitate running specific geospatial use-cases.

Making use of these examples is very easy. Just click on "New Workflow" and "From template" in your CARTO Workspace to access the collection of templates. Once the workflow is re-created you will be able to modifying as with any other workflow, replacing the data sources and re-configuring the different nodes so it can be useful for your specific use-case.

Catalog of workflow templates

Data Preparation

Data Enrichment

Spatial Indexes

Spatial Analysis

Generating new spatial data

Statistics

  • Detect Space-time anomalies

Retail and CPG

Telco

Insurance

OOH Advertising

Templates for extension packages

BigQuery ML

Snowflake ML

  • Create a classification model

  • Create a forecasting model

The following templates require that you have some extension packages installed in your connection. Read for more information.

For these templates, you will need to install the .

For these templates, you will need to install the extension package.

this documentation
BigQuery ML extension package
SnowflakeML
Find clusters of customers with K-Means algorithm
Find points that lie within a set of polygons and add properties
Aggregate point data into polygons
Generate Voronoi polygons from a set of points
Custom SQL Select using 2 inputs
Draw Custom Geographies
Create routes from origin/destination dataset
Geocode street addresses into point geometries
Generate points out of Latitude and Longitude columns
Generate isochrones from point data
Polyfill a set of polygons with H3 indexes
Aggregate point data into a Quadbin grid
Aggregate point data into an H3 grid
Use H3 K-rings to define areas of influence
Enrich a set of buffers using Quadbin indexes
Enrich trade areas using H3 indexes
Enrich Point data with a custom source
Enrich Polygon data with a custom source
Enrich Grid data with a custom source
Joining different datasets by a common column
Join two datasets and group by a property
Union of two data sources sharing the same schema
Filter rows using a custom geography
Generate a new column from a multi-column formula
Normalize a variable to an index between 0 to 1
Rank and limit a table
Filter key columns and calculate an additional column
Identify hotspots of specific types of points of interest
Space-time hotspot analysis
Spacetime hotspot classification: Understanding collision patterns
Time series clustering: Identifying areas with similar traffic accident patterns
Computing the spatial auto-correlation of point of interest locations
Applying Geographical Weighted Regression (GWR) to model the local spatial relationships in your data
Create a composite score with the supervised method (BigQuery)
Create a composite score with the unsupervised method (BigQuery)
Identify the best billboards to target a specific audience
Estimate population covered by a telecommunications cell network
Mobile pings within Area of Interest
Population Statistics
Emergency Response
New tower site selection in Denver
Competitor's coverage analysis
Path profile and path loss analysis
Path profile and path loss analysis with raster sources
Flood Risk Assessment
Assess the damage of a volcano eruption in the island of La Palma
Insurance Underwriting
Coastal Flood Risk
Calculate the risk score for a car's journey
Create a classification model
Create a regression model
Forecast
Import a model
Estimate population around top performant retail stores
Identify and analyze the commercial hotspots in an area