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etl
etl
 
 
.gitattributes
.gitattributes
 
 
.gitignore
.gitignore
 
 
README.md
README.md
 
 
datapackage.json
datapackage.json
 
 
ddf--concepts.csv
ddf--concepts.csv
 
 
ddf--datapoints--all_causes_deaths_in_children_1_59_months_per_1000_births--by--geo--time.csv
ddf--datapoints--all_causes_deaths_in_children_1_59_months_per_1000_births--by--geo--time.csv
 
 
ddf--datapoints--all_causes_deaths_in_children_1_59_months_total_deaths--by--geo--time.csv
ddf--datapoints--all_causes_deaths_in_children_1_59_months_total_deaths--by--geo--time.csv
 
 
ddf--datapoints--all_causes_deaths_in_newborn_per_1000_births--by--geo--time.csv
ddf--datapoints--all_causes_deaths_in_newborn_per_1000_births--by--geo--time.csv
 
 
ddf--datapoints--all_causes_deaths_in_newborn_total_deaths--by--geo--time.csv
ddf--datapoints--all_causes_deaths_in_newborn_total_deaths--by--geo--time.csv
 
 
ddf--datapoints--art_coverage_percent_cd4_l_350--by--geo--time.csv
ddf--datapoints--art_coverage_percent_cd4_l_350--by--geo--time.csv
 
 
ddf--datapoints--birth_asphyxia_deaths_in_newborn_per_1000_births--by--geo--time.csv
ddf--datapoints--birth_asphyxia_deaths_in_newborn_per_1000_births--by--geo--time.csv
 
 
ddf--datapoints--birth_asphyxia_deaths_in_newborn_total_deaths--by--geo--time.csv
ddf--datapoints--birth_asphyxia_deaths_in_newborn_total_deaths--by--geo--time.csv
 
 
ddf--datapoints--body_mass_index_bmi_men_kgperm2--by--geo--time.csv
ddf--datapoints--body_mass_index_bmi_men_kgperm2--by--geo--time.csv
 
 
ddf--datapoints--body_mass_index_bmi_women_kgperm2--by--geo--time.csv
ddf--datapoints--body_mass_index_bmi_women_kgperm2--by--geo--time.csv
 
 
ddf--datapoints--cholesterol_fat_in_blood_men_mmolperl--by--geo--time.csv
ddf--datapoints--cholesterol_fat_in_blood_men_mmolperl--by--geo--time.csv
 
 
ddf--datapoints--cholesterol_fat_in_blood_women_mmolperl--by--geo--time.csv
ddf--datapoints--cholesterol_fat_in_blood_women_mmolperl--by--geo--time.csv
 
 
ddf--datapoints--congenital_deaths_in_newborn_per_1000_births--by--geo--time.csv
ddf--datapoints--congenital_deaths_in_newborn_per_1000_births--by--geo--time.csv
 
 
ddf--datapoints--congenital_deaths_in_newborn_total_deaths--by--geo--time.csv
ddf--datapoints--congenital_deaths_in_newborn_total_deaths--by--geo--time.csv
 
 
ddf--datapoints--diarrhoeal_deaths_in_children_1_59_months_per_1000_births--by--geo--time.csv
ddf--datapoints--diarrhoeal_deaths_in_children_1_59_months_per_1000_births--by--geo--time.csv
 
 
ddf--datapoints--diarrhoeal_deaths_in_children_1_59_months_total_deaths--by--geo--time.csv
ddf--datapoints--diarrhoeal_deaths_in_children_1_59_months_total_deaths--by--geo--time.csv
 
 
ddf--datapoints--diarrhoeal_deaths_in_newborn_per_1000_births--by--geo--time.csv
ddf--datapoints--diarrhoeal_deaths_in_newborn_per_1000_births--by--geo--time.csv
 
 
ddf--datapoints--diarrhoeal_deaths_in_newborn_total_deaths--by--geo--time.csv
ddf--datapoints--diarrhoeal_deaths_in_newborn_total_deaths--by--geo--time.csv
 
 
ddf--datapoints--government_health_spending_of_total_gov_spending_percent--by--geo--time.csv
ddf--datapoints--government_health_spending_of_total_gov_spending_percent--by--geo--time.csv
 
 
ddf--datapoints--government_health_spending_per_person_us--by--geo--time.csv
ddf--datapoints--government_health_spending_per_person_us--by--geo--time.csv
 
 
ddf--datapoints--government_share_of_total_health_spending_percent--by--geo--time.csv
ddf--datapoints--government_share_of_total_health_spending_percent--by--geo--time.csv
 
 
ddf--datapoints--hiv_deaths_in_children_1_59_months_per_1000_births--by--geo--time.csv
ddf--datapoints--hiv_deaths_in_children_1_59_months_per_1000_births--by--geo--time.csv
 
 
ddf--datapoints--hiv_deaths_in_children_1_59_months_total_deaths--by--geo--time.csv
ddf--datapoints--hiv_deaths_in_children_1_59_months_total_deaths--by--geo--time.csv
 
 
ddf--datapoints--injury_deaths_in_children_1_59_months_per_1000_births--by--geo--time.csv
ddf--datapoints--injury_deaths_in_children_1_59_months_per_1000_births--by--geo--time.csv
 
 
ddf--datapoints--injury_deaths_in_children_1_59_months_total_deaths--by--geo--time.csv
ddf--datapoints--injury_deaths_in_children_1_59_months_total_deaths--by--geo--time.csv
 
 
ddf--datapoints--malaria_deaths_in_children_1_59_months_per_1000_births--by--geo--time.csv
ddf--datapoints--malaria_deaths_in_children_1_59_months_per_1000_births--by--geo--time.csv
 
 
ddf--datapoints--malaria_deaths_in_children_1_59_months_total_deaths--by--geo--time.csv
ddf--datapoints--malaria_deaths_in_children_1_59_months_total_deaths--by--geo--time.csv
 
 
ddf--datapoints--measles_deaths_in_children_1_59_months_per_1000_births--by--geo--time.csv
ddf--datapoints--measles_deaths_in_children_1_59_months_per_1000_births--by--geo--time.csv
 
 
ddf--datapoints--measles_deaths_in_children_1_59_months_total_deaths--by--geo--time.csv
ddf--datapoints--measles_deaths_in_children_1_59_months_total_deaths--by--geo--time.csv
 
 
ddf--datapoints--meningitis_deaths_in_children_1_59_months_per_1000_births--by--geo--time.csv
ddf--datapoints--meningitis_deaths_in_children_1_59_months_per_1000_births--by--geo--time.csv
 
 
ddf--datapoints--meningitis_deaths_in_children_1_59_months_total_deaths--by--geo--time.csv
ddf--datapoints--meningitis_deaths_in_children_1_59_months_total_deaths--by--geo--time.csv
 
 
ddf--datapoints--ncd_deaths_in_children_1_59_months_per_1000_births--by--geo--time.csv
ddf--datapoints--ncd_deaths_in_children_1_59_months_per_1000_births--by--geo--time.csv
 
 
ddf--datapoints--ncd_deaths_in_children_1_59_months_total_deaths--by--geo--time.csv
ddf--datapoints--ncd_deaths_in_children_1_59_months_total_deaths--by--geo--time.csv
 
 
ddf--datapoints--newly_hiv_infected_number_all_ages--by--geo--time.csv
ddf--datapoints--newly_hiv_infected_number_all_ages--by--geo--time.csv
 
 
ddf--datapoints--newly_hiv_infected_percent_age_15_49--by--geo--time.csv
ddf--datapoints--newly_hiv_infected_percent_age_15_49--by--geo--time.csv
 
 
ddf--datapoints--other_deaths_in_newborn_total_deaths--by--geo--time.csv
ddf--datapoints--other_deaths_in_newborn_total_deaths--by--geo--time.csv
 
 
ddf--datapoints--other_infections_deaths_in_children_1_59_months_per_1000_births--by--geo--time.csv
ddf--datapoints--other_infections_deaths_in_children_1_59_months_per_1000_births--by--geo--time.csv
 
 
ddf--datapoints--other_infections_deaths_in_children_1_59_months_total_deaths--by--geo--time.csv
ddf--datapoints--other_infections_deaths_in_children_1_59_months_total_deaths--by--geo--time.csv
 
 
ddf--datapoints--out_of_pocket_share_of_total_health_spending_percent--by--geo--time.csv
ddf--datapoints--out_of_pocket_share_of_total_health_spending_percent--by--geo--time.csv
 
 
ddf--datapoints--pneumonia_deaths_in_children_1_59_months_per_1000_births--by--geo--time.csv
ddf--datapoints--pneumonia_deaths_in_children_1_59_months_per_1000_births--by--geo--time.csv
 
 
ddf--datapoints--pneumonia_deaths_in_children_1_59_months_total_deaths--by--geo--time.csv
ddf--datapoints--pneumonia_deaths_in_children_1_59_months_total_deaths--by--geo--time.csv
 
 
ddf--datapoints--pneumonia_deaths_in_newborn_per_1000_births--by--geo--time.csv
ddf--datapoints--pneumonia_deaths_in_newborn_per_1000_births--by--geo--time.csv
 
 
ddf--datapoints--pneumonia_deaths_in_newborn_total_deaths--by--geo--time.csv
ddf--datapoints--pneumonia_deaths_in_newborn_total_deaths--by--geo--time.csv
 
 
ddf--datapoints--prematurity_deaths_in_newborn_per_1000_births--by--geo--time.csv
ddf--datapoints--prematurity_deaths_in_newborn_per_1000_births--by--geo--time.csv
 
 
ddf--datapoints--prematurity_deaths_in_newborn_total_deaths--by--geo--time.csv
ddf--datapoints--prematurity_deaths_in_newborn_total_deaths--by--geo--time.csv
 
 
ddf--datapoints--private_share_of_total_health_spending_percent--by--geo--time.csv
ddf--datapoints--private_share_of_total_health_spending_percent--by--geo--time.csv
 
 
ddf--datapoints--sepsis_deaths_in_newborn_per_1000_births--by--geo--time.csv
ddf--datapoints--sepsis_deaths_in_newborn_per_1000_births--by--geo--time.csv
 
 
ddf--datapoints--sepsis_deaths_in_newborn_total_deaths--by--geo--time.csv
ddf--datapoints--sepsis_deaths_in_newborn_total_deaths--by--geo--time.csv
 
 
ddf--datapoints--smoking_adults_percent_of_population_over_age_15--by--geo--time.csv
ddf--datapoints--smoking_adults_percent_of_population_over_age_15--by--geo--time.csv
 
 
ddf--datapoints--smoking_men_percent_of_men_over_age_15--by--geo--time.csv
ddf--datapoints--smoking_men_percent_of_men_over_age_15--by--geo--time.csv
 
 
ddf--datapoints--smoking_women_percent_of_women_over_age_15--by--geo--time.csv
ddf--datapoints--smoking_women_percent_of_women_over_age_15--by--geo--time.csv
 
 
ddf--datapoints--suicide_age_15_19_per_100000_people--by--geo--time.csv
ddf--datapoints--suicide_age_15_19_per_100000_people--by--geo--time.csv
 
 
ddf--datapoints--suicide_age_15_24_per_100000_people--by--geo--time.csv
ddf--datapoints--suicide_age_15_24_per_100000_people--by--geo--time.csv
 
 
ddf--datapoints--suicide_age_15_29_per_100000_people--by--geo--time.csv
ddf--datapoints--suicide_age_15_29_per_100000_people--by--geo--time.csv
 
 
ddf--datapoints--suicide_age_25_34_per_100000_people--by--geo--time.csv
ddf--datapoints--suicide_age_25_34_per_100000_people--by--geo--time.csv
 
 
ddf--datapoints--suicide_age_30_49_per_100000_people--by--geo--time.csv
ddf--datapoints--suicide_age_30_49_per_100000_people--by--geo--time.csv
 
 
ddf--datapoints--suicide_age_35_44_per_100000_people--by--geo--time.csv
ddf--datapoints--suicide_age_35_44_per_100000_people--by--geo--time.csv
 
 
ddf--datapoints--suicide_age_45_54_per_100000_people--by--geo--time.csv
ddf--datapoints--suicide_age_45_54_per_100000_people--by--geo--time.csv
 
 
ddf--datapoints--suicide_age_55_64_per_100000_people--by--geo--time.csv
ddf--datapoints--suicide_age_55_64_per_100000_people--by--geo--time.csv
 
 
ddf--datapoints--suicide_age_65_74_per_100000_people--by--geo--time.csv
ddf--datapoints--suicide_age_65_74_per_100000_people--by--geo--time.csv
 
 
ddf--datapoints--suicide_age_75_84_per_100000_people--by--geo--time.csv
ddf--datapoints--suicide_age_75_84_per_100000_people--by--geo--time.csv
 
 
ddf--datapoints--suicide_age_85plus_per_100000_people--by--geo--time.csv
ddf--datapoints--suicide_age_85plus_per_100000_people--by--geo--time.csv
 
 
ddf--datapoints--suicide_men_per_100000_people--by--geo--time.csv
ddf--datapoints--suicide_men_per_100000_people--by--geo--time.csv
 
 
ddf--datapoints--suicide_per_100000_people--by--geo--time.csv
ddf--datapoints--suicide_per_100000_people--by--geo--time.csv
 
 
ddf--datapoints--suicide_women_per_100000_people--by--geo--time.csv
ddf--datapoints--suicide_women_per_100000_people--by--geo--time.csv
 
 
ddf--datapoints--tetanus_deaths_in_newborn_per_1000_births--by--geo--time.csv
ddf--datapoints--tetanus_deaths_in_newborn_per_1000_births--by--geo--time.csv
 
 
ddf--datapoints--tetanus_deaths_in_newborn_total_deaths--by--geo--time.csv
ddf--datapoints--tetanus_deaths_in_newborn_total_deaths--by--geo--time.csv
 
 
ddf--datapoints--total_health_spending_per_person_us--by--geo--time.csv
ddf--datapoints--total_health_spending_per_person_us--by--geo--time.csv
 
 
ddf--datapoints--total_health_spending_percent_of_gdp--by--geo--time.csv
ddf--datapoints--total_health_spending_percent_of_gdp--by--geo--time.csv
 
 
ddf--entities--geo.csv
ddf--entities--geo.csv
 
 

Repository files navigation

Selected indicators from GHO

Selected Indicators from GHO

To get started with DDF and learn how to use the dataset, please read the introduction to DDF and DDFcsv format document.

Indicators

  • List of indicators in this repo

Definition of indicator

Unit of measurement

Versions

Revision history

Data sources summary

TODO

Missing Indicators

The following indicators are requested but could not be found in the source data:

From mort_100 (total deaths):

  1. all_causes_deaths_in_children_1_59_months_total_deaths - No "all causes" entity exists in childcause dimension. May need to be calculated by summing all causes.
  2. all_causes_deaths_in_newborn_total_deaths - No "all causes" entity exists in childcause dimension. May need to be calculated by summing all causes.
  3. pertussis_deaths_in_children_1_59_months_total_deaths - No pertussis entity found in childcause dimension. Pertussis might be included in another category or requires a different source indicator.

From mort_200 (death rates per 1000 births):

  1. all_causes_deaths_in_children_1_59_months_per_1000_births - No "all causes" entity exists in childcause dimension. May need to be calculated by summing all causes.
  2. all_causes_deaths_in_newborn_per_1000_births - No "all causes" entity exists in childcause dimension. May need to be calculated by summing all causes.
  3. pertussis_deaths_in_children_1_59_months_per_1000_births - No pertussis entity found in childcause dimension. Pertussis might be included in another category or requires a different source indicator.
  4. other_deaths_in_newborn_per_1000_births - childcause_ch19 (Other Group 1 and Other noncommunicable) exists in mort_100 (total deaths) but does NOT exist in mort_200 (death rates) for the newborn age group. This is a data availability issue in the source dataset.

From health expenditure indicators:

  1. total_health_spending_per_person_international_dollar - Current health expenditure (CHE) per capita in PPP - Not available in source dataset. Only the US$ version (ghed_che_pc_us_sha2011) exists.
  2. government_health_spending_per_person_international_dollar - Domestic general government health expenditure (GGHE-D) per capita in PPP - Not available in source dataset. Only the US$ version (ghed_gghe_d_pc_us_sha2011) exists.

Specific information about this indicator

BMI Indicators (body_mass_index_bmi_men_kgperm2, body_mass_index_bmi_women_kgperm2)

Important Note on Age Group Selection:

The source data (ncd_bmi_meanc from WHO GHO) does not contain a standardized "all ages" category. Available age groups in the source data are:

  • agegroup_age20_plus - 20+ years
  • agegroup_years05_09 - 5-9 years
  • agegroup_years05_19 - 5-19 years
  • agegroup_years10_19 - 10-19 years
  • agegroup_years18_plus - 18+ years

For this dataset, we use agegroup_years18_plus (18+ years) as the standardized age group for adult BMI measurements. This is NOT "all ages" but rather represents the adult population (18 years and older).

This choice was made because:

  1. BMI is typically measured and interpreted differently for children vs adults
  2. The 18+ age group represents a clinically meaningful population for adult BMI assessment
  3. No true "all ages" aggregate exists in the source data

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