claude

geographically-weighted-regression

Geographically Weighted Regression (GWR): per-cell coefficients revealing how predictor importance varies across space.

0 on GitHubupdated 6 months agospatial-analysis
/

Plugin geographically-weighted-regression from marketplace carto-workflows-assistant in CartoDB/workflows-assistant. Commands read from the repo's manifest — 1 month ago.

What it installs

Skills (18)

  • build-carto-workflow

    How to write, validate, and upload CARTO Workflows

  • carto-cli

    How to use the CARTO CLI to interact with the platform

  • composite-scoring

    Guides the user through building composite score workflows when they ask about composite scores, indexes, multi-variable scores, ranking areas, site scoring, market potential, resilience indexes, risk indexes, weighted scores, PCA, or supervised/unsupervised scoring.

  • enriching-local-api-info

    How to enrich component notes and input type documentation served by the local workflows-api

  • find-tables

    How to find available tables via the CARTO CLI

  • geocoding

    Builds geocoding workflows in CARTO that convert street addresses or place names into geographic coordinates. Triggers when the user mentions geocoding, address to coordinates, address resolution, geolocate addresses, "add geometry from addresses", lat/lon from address, place name to point, address

  • geographically-weighted-regression

    Builds Geographically Weighted Regression (GWR) workflows in CARTO. Triggers when the user mentions GWR, geographically weighted regression, spatially varying relationships, local regression, local coefficients, spatial regression, "what drives X in different areas", "why do prices vary spatially",

  • hotspot-analysis

    Builds Getis-Ord Gi* hotspot analysis workflows in CARTO. Triggers when the user mentions hotspots, coldspots, spatial clusters, Getis-Ord, Gi*, cluster detection, concentration areas, "where do X cluster", spacetime hotspot, temporal clusters, time-varying patterns, hotspot trends, emerging hotspot

  • map-visualization

    Tips and useful information when an user wants to visualize in a map as result

  • ml-pipelines

    Guides building ML pipelines in CARTO Workflows when the user wants to train a model, predict, classify, forecast, or do regression. Triggers on machine learning, ML, prediction, classification, regression, forecasting, churn, predict, train model, BigQuery ML, Snowflake ML, BQML, ARIMA, time series

  • render-workflow-diagram

    Renders a CARTO Workflow JSON as a Unicode box-art DAG diagram in the terminal

  • routing-od-analysis

    Builds routing and origin-destination analysis workflows in CARTO. Triggers when the user mentions routing, route calculation, travel time, travel distance, OD matrix, origin-destination, isoline, isochrone, isodistance, catchment area, reachable area, drive time polygon, walk time polygon, service

  • session-wrapup

    How to gather everything for future learnings

  • site-selection

    Builds site selection and cannibalization analysis workflows in CARTO. Triggers when the user mentions site selection, cannibalization, cannibalizing, new store location, where to open, optimal location, facility placement, network impact, overlapping catchments, twin areas, similar locations, look-

  • spatial-autocorrelation

    Builds Moran's I spatial autocorrelation workflows in CARTO. Triggers when the user mentions spatial autocorrelation, Moran's I, spatial dependency, spatial correlation, spatial outliers, HH HL LH LL quadrants, high-high clusters, low-low clusters, spatial weight matrix, "is there clustering", "are

  • spatial-enrichment

    Guides the user through spatial enrichment workflows -- triggered by requests to enrich, add demographics, estimate population around locations, compute spatial features, sociodemographic analysis, "what's around" queries, buffer/isochrone + join patterns, or trade area enrichment.

  • territory-planning

    Builds territory planning workflows in CARTO combining territory balancing and location allocation. Triggers when the user mentions territory balancing, territory planning, sales territories, service zones, workload distribution, balanced territories, location allocation, facility placement, optimal

  • trade-area-analysis

    Builds trade area and catchment analysis workflows in CARTO. Triggers when the user mentions trade area, catchment area, isochrone, site selection, where to open, best location, billboard, OOH, audience targeting, drive time, walk time, coverage area, commercial hotspot, site scoring, location ranki

View source on GitHub

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Write, validate, and upload CARTO Workflows. Includes provider guides (BigQuery, Snowflake, Databricks) and troubleshooting.

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carto-cli

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Use the CARTO CLI to interact with the platform: auth, connections, imports, SQL, workflows, install.

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Build composite-score workflows: weighted scores, indexes, PCA, supervised/unsupervised ranking.

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Enrich component notes and input-type documentation served by the local workflows-api.

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Discover available tables in a CARTO connection via the CLI.

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geocoding

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Convert street addresses or place names to geographic coordinates in CARTO.

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