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Find point clusters

gp_find_point_clusters

GIS analysisran in 25 samples291 images

What it does

Density-based clusters (DBSCAN, HDBSCAN or OPTICS, optionally space-time) with hulls and noise.

The ArcGIS Pro tools it stands for

Density-based Clustering (Spatial Statistics, Mapping Clusters)
Find Point Clusters (Other toolboxes, GeoAnalytics Desktop)

From the product's Esri parity register.

Public safety Chicago, Illinois, United States

3 calls succeeded. 6 output layers on the sample's interactive map.

Clusters: licensed premises — Clusters: licensed premisesmap

Clusters: incidents — Clusters: incidentsmap

Clusters: street light outages — Clusters: street light outagesmap

Find point clusters: Licensed premises — Find point clusters: Licensed premiseschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Incidents — Find point clusters: Incidentschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Street light outages — Find point clusters: Street light outageschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Street light outages over time — Find point clusters: Street light outages over timechart

Find point clusters: Incidents over time — Find point clusters: Incidents over timechart

Insurance Brisbane, Queensland, Australia

2 calls succeeded. 4 output layers on the sample's interactive map.

Find point clusters: Claims — Find point clusters: Claimsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Insured properties — Find point clusters: Insured propertiesmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Claims — Find point clusters: Claimschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Insured properties — Find point clusters: Insured propertieschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Claims over time — Find point clusters: Claims over timechart

Retail Manchester, England, United Kingdom

3 calls succeeded. 6 output layers on the sample's interactive map.

Find point clusters: Stores — Find point clusters: Storesmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Competitor stores — Find point clusters: Competitor storesmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Footfall counts by week — Find point clusters: Footfall counts by weekmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Stores — Find point clusters: Storeschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Competitor stores — Find point clusters: Competitor storeschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Footfall counts by week — Find point clusters: Footfall counts by weekchart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Footfall counts by week over time — Find point clusters: Footfall counts by week over timechart

Logistics Madrid, Spain

3 calls succeeded. 6 output layers on the sample's interactive map.

Find point clusters: Delivery stops — Find point clusters: Delivery stopsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Parcel lockers — Find point clusters: Parcel lockersmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Loading bays — Find point clusters: Loading baysmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Delivery stops — Find point clusters: Delivery stopschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Parcel lockers — Find point clusters: Parcel lockerschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Loading bays — Find point clusters: Loading bayschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Delivery stops over time — Find point clusters: Delivery stops over timechart

Electricity utility Houston, Texas, United States

3 calls succeeded. 6 output layers on the sample's interactive map.

Find point clusters: Poles — Find point clusters: Polesmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Outages — Find point clusters: Outagesmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Vegetation work orders — Find point clusters: Vegetation work ordersmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Poles — Find point clusters: Poleschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Outages — Find point clusters: Outageschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Vegetation work orders — Find point clusters: Vegetation work orderschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Vegetation work orders over time — Find point clusters: Vegetation work orders over timechart

Find point clusters: Outages over time — Find point clusters: Outages over timechart

Water utility Cape Town, Western Cape, South Africa

3 calls succeeded. 6 output layers on the sample's interactive map.

Find point clusters: Valves — Find point clusters: Valvesmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Leak and burst repairs — Find point clusters: Leak and burst repairsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Customer complaints — Find point clusters: Customer complaintsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Valves — Find point clusters: Valveschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Leak and burst repairs — Find point clusters: Leak and burst repairschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Customer complaints — Find point clusters: Customer complaintschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Customer complaints over time — Find point clusters: Customer complaints over timechart

Find point clusters: Leak and burst repairs over time — Find point clusters: Leak and burst repairs over timechart

Telecom Medellin, Antioquia, Colombia

2 calls succeeded. 6 output layers on the sample's interactive map.

Clusters: dropped calls — Clusters: dropped callsmap

Clusters: coverage complaints — Clusters: coverage complaintsmap

Clusters of all inputs together: dropped calls and coverage complaints — Clusters of all inputs together: dropped calls and coverage complaintsmap

Find point clusters: Dropped calls — Find point clusters: Dropped callschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Coverage complaints — Find point clusters: Coverage complaintschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Clusters of all inputs together: dropped calls and coverage complaints over time — Clusters of all inputs together: dropped calls and coverage complaints over timechart

Find point clusters: Coverage complaints over time — Find point clusters: Coverage complaints over timechart

Find point clusters: Dropped calls over time — Find point clusters: Dropped calls over timechart

Mining Newman, Pilbara, Western Australia

3 calls succeeded. 6 output layers on the sample's interactive map.

Find point clusters: Drill holes — Find point clusters: Drill holesmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Prism readings — Find point clusters: Prism readingsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Monitoring prisms — Find point clusters: Monitoring prismsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Drill holes — Find point clusters: Drill holeschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Prism readings — Find point clusters: Prism readingschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Monitoring prisms — Find point clusters: Monitoring prismschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Prism readings over time — Find point clusters: Prism readings over timechart

Find point clusters: Drill holes over time — Find point clusters: Drill holes over timechart

Oil and gas pipelines Midland, Texas, United States

3 calls succeeded. 6 output layers on the sample's interactive map.

Find point clusters: Valves and stations — Find point clusters: Valves and stationsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Incidents — Find point clusters: Incidentsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Crossings — Find point clusters: Crossingsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Valves and stations — Find point clusters: Valves and stationschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Incidents — Find point clusters: Incidentschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Crossings — Find point clusters: Crossingschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Incidents over time — Find point clusters: Incidents over timechart

Agriculture Fresno County, California, United States

3 calls succeeded. 5 output layers on the sample's interactive map.

Find point clusters: Pest scouting — Find point clusters: Pest scoutingmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Wells — Find point clusters: Wellsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Soil samples — Find point clusters: Soil samplesmap

Find point clusters: Pest scouting — Find point clusters: Pest scoutingchart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Wells — Find point clusters: Wellschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Soil samples — Find point clusters: Soil sampleschart

Find point clusters: Soil samples over time — Find point clusters: Soil samples over timechart

Find point clusters: Pest scouting over time — Find point clusters: Pest scouting over timechart

Forestry and wildfire Bend, Oregon, United States

1 call succeeded. 2 output layers on the sample's interactive map.

Find point clusters: Ignitions — Find point clusters: Ignitionsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Ignitions — Find point clusters: Ignitionschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Ignitions over time — Find point clusters: Ignitions over timechart

Real estate and urban planning Lisbon, Portugal

3 calls succeeded. 5 output layers on the sample's interactive map.

Find point clusters: Transit stations — Find point clusters: Transit stationsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Property sales — Find point clusters: Property salesmap

Find point clusters: Building permits — Find point clusters: Building permitsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Transit stations — Find point clusters: Transit stationschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Property sales — Find point clusters: Property saleschart

Find point clusters: Building permits — Find point clusters: Building permitschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Building permits over time — Find point clusters: Building permits over timechart

Find point clusters: Property sales over time — Find point clusters: Property sales over timechart

Transportation safety Sao Paulo, Brazil

3 calls succeeded. 6 output layers on the sample's interactive map.

Find point clusters: Schools — Find point clusters: Schoolsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Crashes — Find point clusters: Crashesmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Pedestrian crossings — Find point clusters: Pedestrian crossingsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Schools — Find point clusters: Schoolschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Crashes — Find point clusters: Crasheschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Pedestrian crossings — Find point clusters: Pedestrian crossingschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Crashes over time — Find point clusters: Crashes over timechart

Public health Kampala, Uganda

2 calls succeeded. 3 output layers on the sample's interactive map.

Clusters: community health worker visits — Clusters: community health worker visitsmap

Clusters: cases — Clusters: casesmap

Find point clusters: Cases — Find point clusters: Caseschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Cases over time — Find point clusters: Cases over timechart

Find point clusters: Community health worker visits over time — Find point clusters: Community health worker visits over timechart

Conservation Okavango Delta near Maun, Botswana

3 calls succeeded. 6 output layers on the sample's interactive map.

Find point clusters: Water points — Find point clusters: Water pointsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Camera traps — Find point clusters: Camera trapsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Wildlife sightings — Find point clusters: Wildlife sightingsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Water points — Find point clusters: Water pointschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Camera traps — Find point clusters: Camera trapschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Wildlife sightings — Find point clusters: Wildlife sightingschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Wildlife sightings over time — Find point clusters: Wildlife sightings over timechart

Water resources Chiang Mai, Thailand

3 calls succeeded. 5 output layers on the sample's interactive map.

Find point clusters: Citizen flood reports — Find point clusters: Citizen flood reportsmap

Find point clusters: River gauge stations — Find point clusters: River gauge stationsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Rain gauges — Find point clusters: Rain gaugesmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Citizen flood reports — Find point clusters: Citizen flood reportschart

Find point clusters: River gauge stations — Find point clusters: River gauge stationschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Rain gauges — Find point clusters: Rain gaugeschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Citizen flood reports over time — Find point clusters: Citizen flood reports over timechart

Renewable energy Ouarzazate, Draa-Tafilalet, Morocco

1 call succeeded. 2 output layers on the sample's interactive map.

Find point clusters: Bird surveys — Find point clusters: Bird surveysmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Bird surveys — Find point clusters: Bird surveyschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Bird surveys over time — Find point clusters: Bird surveys over timechart

Corporate security and travel risk Mexico City, Mexico

3 calls succeeded. 6 output layers on the sample's interactive map.

Find point clusters: Hospitals — Find point clusters: Hospitalsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Safe havens — Find point clusters: Safe havensmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Protest events — Find point clusters: Protest eventsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Hospitals — Find point clusters: Hospitalschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Safe havens — Find point clusters: Safe havenschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Protest events — Find point clusters: Protest eventschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Protest events over time — Find point clusters: Protest events over timechart

Disaster response Kathmandu, Nepal

3 calls succeeded. 6 output layers on the sample's interactive map.

Find point clusters: Shelters — Find point clusters: Sheltersmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Relief distributions — Find point clusters: Relief distributionsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Health posts — Find point clusters: Health postsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Shelters — Find point clusters: Shelterschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Relief distributions — Find point clusters: Relief distributionschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Health posts — Find point clusters: Health postschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Relief distributions over time — Find point clusters: Relief distributions over timechart

Ports and maritime operations Rotterdam, South Holland, Netherlands

3 calls succeeded. 6 output layers on the sample's interactive map.

Find point clusters: Equipment faults — Find point clusters: Equipment faultsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Reefer points — Find point clusters: Reefer pointsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Truck gate transactions — Find point clusters: Truck gate transactionsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Equipment faults — Find point clusters: Equipment faultschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Reefer points — Find point clusters: Reefer pointschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Truck gate transactions — Find point clusters: Truck gate transactionschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Truck gate transactions over time — Find point clusters: Truck gate transactions over timechart

Find point clusters: Equipment faults over time — Find point clusters: Equipment faults over timechart

Field operations terrain Sennybridge, Brecon Beacons, Wales, United Kingdom

3 calls succeeded. 6 output layers on the sample's interactive map.

Find point clusters: Observation posts — Find point clusters: Observation postsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Obstacles — Find point clusters: Obstaclesmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Patrol reports — Find point clusters: Patrol reportsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Observation posts — Find point clusters: Observation postschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Obstacles — Find point clusters: Obstacleschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Patrol reports — Find point clusters: Patrol reportschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Patrol reports over time — Find point clusters: Patrol reports over timechart

Find point clusters: Obstacles over time — Find point clusters: Obstacles over timechart

Education Toronto, Ontario, Canada

3 calls succeeded. 6 output layers on the sample's interactive map.

Find point clusters: Student homes — Find point clusters: Student homesmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Childcare centers — Find point clusters: Childcare centersmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Housing developments — Find point clusters: Housing developmentsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Student homes — Find point clusters: Student homeschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Childcare centers — Find point clusters: Childcare centerschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Housing developments — Find point clusters: Housing developmentschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Housing developments over time — Find point clusters: Housing developments over timechart

Find point clusters: Student homes over time — Find point clusters: Student homes over timechart

Construction Al Reem Island, Abu Dhabi, United Arab Emirates

2 calls succeeded. 4 output layers on the sample's interactive map.

Find point clusters: Inspections and defects — Find point clusters: Inspections and defectsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Settlement monitoring — Find point clusters: Settlement monitoringmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Inspections and defects — Find point clusters: Inspections and defectschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Settlement monitoring — Find point clusters: Settlement monitoringchart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Settlement monitoring over time — Find point clusters: Settlement monitoring over timechart

Find point clusters: Inspections and defects over time — Find point clusters: Inspections and defects over timechart

Banking Mumbai, Maharashtra, India

3 calls succeeded. 6 output layers on the sample's interactive map.

Find point clusters: ATM faults — Find point clusters: ATM faultsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: ATMs — Find point clusters: ATMsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Branches — Find point clusters: Branchesmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: ATM faults — Find point clusters: ATM faultschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: ATMs — Find point clusters: ATMschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Branches — Find point clusters: Brancheschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: ATM faults over time — Find point clusters: ATM faults over timechart

Smart city sensors Krakow, Lesser Poland, Poland

3 calls succeeded. 6 output layers on the sample's interactive map.

Find point clusters: Schools — Find point clusters: Schoolsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Traffic counters — Find point clusters: Traffic countersmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Air quality sensors — Find point clusters: Air quality sensorsmap

Find point clusters: cluster hulls — Find point clusters: cluster hullsmap

Find point clusters: Schools — Find point clusters: Schoolschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Traffic counters — Find point clusters: Traffic counterschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart

Find point clusters: Air quality sensors — Find point clusters: Air quality sensorschart

Find point clusters: cluster hulls — Find point clusters: cluster hullschart