Agentic AI Atlasby a5c.ai
OverviewWikiGraphFor AgentsEdgesSearchWorkspace
/
GitHubDocsDiscord
iiRecord
Agentic AI Atlas · Geospatial Data Analysis
skill-area:geospatial-data-analysisa5c.ai
Search record views/
Record · tabs

Available views

II.Record viewspp. 1 - 1
overviewjsongraph
II.
SkillArea JSON

skill-area:geospatial-data-analysis

Structured · live

Geospatial Data Analysis json

Inspect the normalized record payload exactly as the atlas UI reads it.

File · domain/skill-areas/curated-testing-data-ml-skill-areas.yamlCluster · domain
Record JSON
{
  "id": "skill-area:geospatial-data-analysis",
  "_kind": "SkillArea",
  "_file": "domain/skill-areas/curated-testing-data-ml-skill-areas.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Geospatial Data Analysis",
    "description": "Analyzing location-based data - coordinate systems, joins over space,\ngeofences, map-centric aggregations, and spatial anomaly detection.\n",
    "domains": [
      "domain:data-science"
    ],
    "expertiseLevels": [
      "intermediate",
      "expert"
    ]
  },
  "outgoingEdges": [
    {
      "from": "skill-area:geospatial-data-analysis",
      "to": "domain:data-science",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:geospatial-data-analysis",
      "to": "specialization:civil-engineering",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:geospatial-data-analysis",
      "to": "specialization:environmental-engineering",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:geospatial-data-analysis",
      "to": "skill-area:data-analysis",
      "kind": "requires_skill_area"
    }
  ],
  "incomingEdges": [
    {
      "from": "skill-area:data-analysis",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "specialization:precision-agriculture",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "contains"
    },
    {
      "from": "stack-profile:geospatial-analytics",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:logistics-fleet-management",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "requires_skill_area"
    },
    {
      "from": "lib-agent:environmental-engineering--air-quality-specialist",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:environmental-engineering--climate-resilience-specialist",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:environmental-engineering--ehs-integration-specialist",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:environmental-engineering--environmental-compliance-specialist",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:environmental-engineering--environmental-data-scientist",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:environmental-engineering--ghg-sustainability-specialist",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:environmental-engineering--hazardous-waste-specialist",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:environmental-engineering--hydrogeology-specialist",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:environmental-engineering--lca-specialist",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:environmental-engineering--nepa-specialist",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:environmental-engineering--remediation-specialist",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:environmental-engineering--risk-assessment-specialist",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:environmental-engineering--solid-waste-specialist",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:environmental-engineering--stormwater-specialist",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:environmental-engineering--water-treatment-specialist",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:humanities--cultural-heritage-specialist",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:humanities--digital-humanities-technologist",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:environmental-engineering--air-permit-application-development",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:environmental-engineering--air-pollution-control-system-design",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:environmental-engineering--brownfield-redevelopment-planning",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:environmental-engineering--carbon-footprint-assessment",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:environmental-engineering--climate-vulnerability-assessment",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:environmental-engineering--continuous-emission-monitoring-implementation",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:environmental-engineering--corporate-sustainability-program",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:environmental-engineering--emission-inventory-development",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:environmental-engineering--environmental-management-system-implementation",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:environmental-engineering--environmental-site-assessment",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:environmental-engineering--greenhouse-gas-reduction-strategy",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:environmental-engineering--groundwater-remediation-design",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:environmental-engineering--hazardous-waste-management-program",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:environmental-engineering--human-health-risk-assessment",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:environmental-engineering--landfill-design-permitting",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:environmental-engineering--life-cycle-assessment",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:environmental-engineering--membrane-treatment-system-design",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:environmental-engineering--remediation-technology-selection",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:environmental-engineering--stormwater-management-planning",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:environmental-engineering--waste-characterization-classification",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:environmental-engineering--waste-to-energy-facility-planning",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:environmental-engineering--wastewater-process-optimization",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:environmental-engineering--water-reuse-system-implementation",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:environmental-engineering--water-treatment-plant-design",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-skill:environmental-engineering--air-pollution-control",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-skill:environmental-engineering--membrane-system-design",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-skill:environmental-engineering--stormwater-management",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-skill:environmental-engineering--wastewater-optimization",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-skill:healthcare--population-health-stratification",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-skill:humanities--gis-mapping-humanities",
      "to": "skill-area:geospatial-data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    }
  ]
}

Shortcuts

Back to overview
Open graph tab