General data
＋ Follow new data30 datasets.
AI-derived malaria risk in kisumu central index for Kisumu Central, Kenya, computed by the Orion AI orchestration engine on 2026-09-09. Sources: Malaria Atlas Project - Plasmodium falciparum Prevalence (PfPR 2-10) 2020, Africa. Result verified by independent recomputation before publishing. { "orion_provenance": { "orion:pipeline_type": "ai_mixing", "orion:created_by": "ai_user_request", "orion:qa_status": "auto_validated", "orion:source_datasets": [ 990 ], "orion:spatial_operation": "select_zones + zonal_stats + composite_index + classify", "orion:source_attribution": "Malaria Atlas Project - Plasmodium falciparum Prevalence (PfPR 2-10) 2020, Africa (GeoNode dataset 990)", "orion:ip_basis": "Derivative transformation of CC-BY/attributed sources — this zonal index did not previously exist as a dataset.", "orion:tier": "premium_mixed", "orion:refresh_schedule": "on_demand" } }
Polygon features representing matched administrative units in Kenya, each with a unit name, a count of matched records, and an average match score. Sample rows cover units such as Mombasa, Kwale, and Kilifi. Published by Orion Terrametrics.
Population counts by age range and gender for administrative units in Kenya, with each row giving the population of one age-gender group in a location such as Mombasa. The reference period is 2019. Published by Orion Terrametrics.
Polygon features representing matched administrative units in Kenya, each with a unit name, a count of matched records, and an average match score. Sample rows cover units such as Mombasa, Kwale, and Kilifi. Published by Orion Terrametrics.
Point records of disaster events, including floods and droughts, with fields for event type, alert level, affected country, and start and end dates. Sample records cover events in India, Madagascar, and several European countries between 2025 and 2026. Published by Orion Terrametrics.
Records matched administrative units in Kenya, with each row giving a unit name, a count of records and an average match score. The sample rows cover Mombasa, Kwale and Kilifi.
Polygon features representing matched administrative units in Kenya, with record counts and average match scores. Published by Orion Terrametrics.
Estimated total number of people per grid-cell for Kenya, published by WorldPop, University of Southampton, UK. The records cover annual population counts from 2000 to 2002 at 100m resolution.
Estimated total number of people per grid-cell for Kenya, published by WorldPop, University of Southampton, UK. The records cover annual population counts from 2000 to 2002 at 100m resolution.
Records officer-involved shootings as point features, with each row representing an officer involved in an incident. Fields include incident ID, officer race, gender, years of experience, policy violation, year, latitude and longitude. Published by Orion Terrametrics.
Polygon features representing matched administrative units in Kenya, each with a unit name, a count of matched records, and an average match score. Sample rows cover units such as Mombasa, Kwale, and Kilifi. Published by Orion Terrametrics.
Point records describing gridded population datasets for Kenya, with fields for population year, data format, source, and citation. Sample rows cover the years 2000, 2001, and 2002. The source is WorldPop, University of Southampton, UK.
Point records of disaster events, including droughts, with fields for event type, alert level, affected country, and start and end dates. Sample records cover Madagascar, several European countries, and Central American countries between 2025 and 2026. Published by Orion Terrametrics.
Records WorldPop population count data for Kenya, with each row describing an estimated total number of people per grid-cell for a given year. The sample rows cover the years 2000, 2001 and 2002. Published by WorldPop, University of Southampton, UK.
Records WorldPop population count data for Kenya, with each row describing an estimated total number of people per grid-cell for a given year. The sample rows cover the years 2000, 2001 and 2002. Published by WorldPop, University of Southampton, UK.
Records matched administrative units in Kenya, with each row giving a unit name, a count of records and an average match score. The sample rows cover Mombasa, Kwale and Kilifi.
Records matched administrative units in Kenya, with each row giving a unit name, a count of records and an average match score. The sample rows cover Mombasa, Kwale and Kilifi.
Records WorldPop population count data for Kenya, with each row describing an estimated total number of people per grid-cell for a given year. The sample rows cover the years 2000, 2001 and 2002. Published by WorldPop, University of Southampton, UK.
Polygon features representing matched administrative units in Kenya, with record counts and average match scores. Published by Orion Terrametrics.
Estimated total number of people per grid-cell for Kenya, published by WorldPop, University of Southampton, UK. The records cover annual population counts from 2000 to 2002 at 100m resolution.
AI-derived map of kenyan counties index for Kenya, Kenya, computed by the Orion AI orchestration engine on 2026-09-05. Sources: . Result verified by independent recomputation before publishing. { "orion_provenance": { "orion:pipeline_type": "ai_mixing", "orion:created_by": "ai_user_request", "orion:qa_status": "auto_validated", "orion:source_datasets": [], "orion:spatial_operation": "select_zones", "orion:source_attribution": "", "orion:ip_basis": "Derivative transformation of CC-BY/attributed sources — this zonal index did not previously exist as a dataset.", "orion:tier": "premium_mixed", "orion:refresh_schedule": "on_demand" } }
Point locations along the track of Tropical Cyclone Chapala in 2015, published by Orion Terrametrics. Each feature represents a recorded position with attributes such as date-time, latitude, longitude, maximum wind speed, and minimum sea level pressure. The dataset contains 62 features.
Point features describing soil series, agro-ecological zones and land cover classes in Laguna province, Philippines, with each point representing a soil and land mapping unit. Published by Orion Terrametrics.
Polygon layer of administrative units in Kenya and the wider East Africa region (extent 37.584–41.563°E, 4.677°S–3.695°N), produced by matching records to administrative unit names. Each polygon represents one matched unit and carries: - matched_unit_name: name of the administrative unit the records were matched to - record_count: number of records matched to that unit - avg_match_score: average match confidence score for the unit - records: the underlying matched records, stored as text The layer is intended for reviewing the outcome of an administrative name-matching exercise — where matches were made, how many records each unit received, and how confident those matches were. Source, licence and the matching method are not stated in the record.
