Spatial Data Science
Spatial Scoring: Measuring Merchant Attractiveness & Performance
Learn how to use Spatial Scoring for Merchant Prioritization in the CPG Industry. Optimize sales and reduce costs with this step-by-step guide.
Cannibalization Analysis: what is it & how can I use it?
Balance competing demands between multiple business locations with our 4-step guide to Cannibalization Analysis: from data collection to decision!
Boosting Retail & CPG Sales with Sentiment Analysis
Leverage sentiment analysis for retail growth. Explore Data Appeal's insights, using sentiment data for strategic business expansion. Free 14-day trial.
Spatial interpolation: which technique is best & how to run it
Fix missing or coarse data with Spatial Interpolation. Compare IDW and Kriging methods & follow along with tutorials!
Driving Decisions with Spatial Analysis: Vacation Rentals
Discover spatial trends in vacation rentals & relationships with land use, ft. tutorials on how to conduct this analysis and use it to drive decision-making.
Do you need to code for a career in data?
Exploring the role of coding in data careers | Do you need to learn, and which language is right for you? Low-code, SQL, Python, R, HTML & Javascript.
Using Spatial Composites for Climate Change Impact Assessment
Learn how to assess climate change risks with spatial composites; measure impacts and support decision-making for infrastructure & natural resources.
How Geographically Weighted Regression works
Find out what Geographically Weighted Regression (GWR) is, how it works, when to use it & how to use spatial indexes in conjunction.
How to Use Spatial Data to Create a Wildfire Risk Map
Mitigate wildfire risks with our guide on creating a Wildfire Risk Map. Explore spatial analysis using Weather Source & CARTO for informed decision-making.
Understanding Retail Store Clusters with Local Outlier Factor Analysis
“See how Local Outlier Factor can be used as a tool for understanding the spatial patterns of retail store locations."
Site Selection for Retailers Using Commercial Hotspot Analysis
Explore an alternative analytical approach to tackle site selection decision-making based on advanced statistical techniques for retailers.
Determine Optimal Store Locations using White Space Analysis
How do you determine where to open a new retail location? Discover how to use White Space Analysis & Spatial Data to make more informed decisions.
Academy
The State of Spatial Analytics 2026 - Register interest!
Key findings from the survey reveal major changes since 2024. Register interest now and get early access to the State of Spatial Analytics 2026 Report.
What is Agentic GIS?
Discover Agentic GIS: AI-powered spatial analysis that automates workflows, amplifies GIS expertise, and delivers actionable geospatial insights.
Geospatial Sovereignty in the Age of AI: A Layered Approach
Geospatial sovereignty in the AI era: why open formats, flexible compute, and interoperable standards are key to resilient, independent digital infrastructure.