Source: Kaggle
| Variable | Description |
|---|---|
| entity | Country |
| code | Code of country |
| year | Year of measurement |
| death_rate_air_pollution | Death rate from air pollution |
| death_rate_household_pollution | Death rate from household pollution |
| death_rate_ambient_matter_pollution | Death rate from ambient matter pollution |
| death_rate_ozone_pollution | Death rate from ozone pollution |
According to Our World in Data, “Death rates are measured as the number of deaths per 100,000 population from both outdoor and indoor air pollution. Rates are age-standardized, meaning they assume a constant age structure of the population to allow for comparisons between countries and over time.”
| Variable | Description |
|---|---|
| entity | Country |
| code | Code of country |
| year | Year of measurement |
| unsafe_water_source | Total annual number of deaths from unsafe water source |
| unsafe_sanitation | Total annual number of deaths from unsafe sanitation |
| no_access_to_handwashing_facility | Total annual number of deaths from no access to handwashing facility |
| household_air_pollution_from_solid_fuels | Total annual number of deaths from household air pollution from solid fuels |
| non_exclusive_breastfeeding | Total annual number of deaths from non exclusive breastfeeding |
| discontinued_breastfeeding | Total annual number of deaths from discontinued breastfeeding |
| child_wasting | Total annual number of deaths from child wasting |
| child_stunting | Total annual number of deaths from child stunting |
| low_birth_weight_for_gestation | Total annual number of deaths from low birth weight for gestation |
| secondhand_smoke | Total annual number of deaths from secondhand smoke |
| alcohol_use | Total annual number of deaths from alcohol use |
| diet_low_in_fruits | Total annual number of deaths from diet low in fruits |
| diet_low_in_vegetables | Total annual number of deaths from diet low in vegetables |
| unsafe_sex | Total annual number of deaths from unsafe sex |
| low_physical_activity | Total annual number of deaths from low physical activity |
| high_fasting_plasma_glucose | Total annual number of deaths from high fasting plasma glucose |
| high_total_cholesterol | Total annual number of deaths from high total cholesterol |
| high_systolic_blood_pressure | Total annual number of deaths from high systolic blood pressure |
| smoking | Total annual number of deaths from smoking |
| iron_deficiency | Total annual number of deaths from iron deficiency |
| vitamin_a_deficiency | Total annual number of deaths from vitamin a deficiency |
| low_bone_mineral_density | Total annual number of deaths from low bone mineral density |
| air_pollution | Total annual number of deaths from air pollution |
| outdoor_air_pollution | Total annual number of deaths from outdoor air pollution |
| diet_high_in_sodium | Total annual number of deaths from diet high in sodium |
| diet_low_in_whole_grains | Total annual number of deaths from diet low in whole grains |
| diet_low_in_nuts_and_seeds | Total annual number of deaths from diet low in nuts and seeds |
Source: Maps Package world_map
| Variable | Description |
|---|---|
| long | Longitude |
| lat | Latitude |
| group | Group Code |
| order | Order to connect polygons |
| region | Region Name |
| subregion | Subregion Name |
Source: Our World in Data
| Variable | Description |
|---|---|
| entity | Entity name |
| code | Code for entity |
| year | Year data was collected |
| population_historical_estimates | Estimated population size in the designated year |
| Variable | Description |
|---|---|
| long | Longitude |
| lat | Latitude |
| group | Group Code |
| order | Order to connect polygons |
| region | Region Name |
| subregion | Subregion Name |
| year | Year |
| death_rate_air_pollution | Death rate for air pollution (age standardized) |
| death_rate_household_pollution | Death rate for household pollution (age standardized) |
| death_rate_ambient_matter_pollution | Death rate for ambient matter pollution (age standardized) |
| death_rate_ozone_polluton | Death rate for ozone polluton (age standardized) |
| unsafe_water_source_rate | Death rate for unsafe water source |
| unsafe_sanitation_rate | Death rate for unsafe sanitation |
| no_access_to_handwashing_station_rate | Death rate for no access to handwashing station |
| household_air_pollution_from_solid_fules_rate | Death rate for household air pollution from solid fuels |
| non_exclusive_breastfeeding_rate | Death rate for non exclusive breastfeeding |
| discontinued_breastfeeding_rate | Death rate for discontinued breastfeeding |
| child_wasting_rate | Death rate for child wasting |
| child_stunting_rate | Death rate for child stunting |
| low_birth_rate_for_gestation_rate | Death rate for low birth rate for gestation |
| secondhand_smoke_rate | Death rate for second hand smoke |
| alcohol_use_rate | Death rate for alcoholuse |
| drug_use_rate | Death rate for drug use |
| diet_low_in_fruits_rate | Death rate for diet low in fruits |
| diet_low_in_vegtables_rate | Death rate for diet low in vegtables |
| unsafe_sex_rate | Death rate for unsafe sex |
| low_physical_activity_rate | Death rate for low physical activity |
| high_fasting_plasma_glucose_rate | Death rate for high fasting plasma glucose |
| high_total_cholesterol_rate | Death rate for high total cholesterol |
| high_body_mass_index_rate | Death rate for high body mass index |
| high_systolic_blood_pressure_rate | Death rate for high systolic blood pressure |
| smoking_rate | Death rate for smoking |
| iron_deficiency_rate | Death rate for iron deficiency |
| vitamin_a_deficiency_rate | Death rate for vitamin a deficiency |
| low_bone_mineral_density_rate | Death rate for low bone mineral density |
| air_pollution_rate | Death rate for air pollution |
| outdoor_air_pollution_rate | Death rate for outdoor air pollution |
| diet_high_in_sodium_rate | Death rate for diet high in sodium |
| diet_low_in_whole_grains_rate | Death rate for diet low in whole grains |
| diet_low_in_nuts_and_seeds_rate | Death rate for diet low in nuts and seeds |
| Variable | Description |
|---|---|
| entity | Region name |
| year | Year data was collected |
| air_pollution | Number of deaths attributed to air pollution |
| outdoor_air_pollution | Number of deaths attributed to outdoor air pollution |
| Variable | Description |
|---|---|
| entity | Region name |
| year | Year data was collected |
| secondhand_smoke | Number of deaths attributed to secondhand smoke |
| alcohol_use | Number of deaths attributed to alcohol use |
| drug_use | Number of deaths attributed to drug use |
| smoking | Number of deaths attributed to smoking |
| Variable | Description |
|---|---|
| entity | Region name |
| year | Year data was collected |
| unsafe_water_source | Number of deaths attributed to unsafe water source |
| unsafe_sanitation | Number of deaths attributed to unsafe sanitation |
| no_access_to_handwashing_facility | Number of deaths attributed to no access to handwashing facility |