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Local Burden of Disease Data

Below are links to data visualizations, data, publications, and other resources from the Local Burden of Disease project at IHME. The project aims to produce estimates of health outcomes and related measures that cover entire continents, but to do so at a very fine, local resolution.

Local Burden of Disease Data Visualizations

Explore the latest LBD estimates through these interactive mapping tools.

Datasets

Terms and Conditions of Data Use:

Data made available for download on the GHDx can be used, shared, modified, or built upon by non-commercial users via the Open Data Commons Attribution License. For more information (and inquiries about commercial use), visit IHME Terms and Conditions.

Record Related Publications and Visualizations Data and Documentation
Africa HIV Prevalence Geospatial Estimates 2000-2017
FileSize
Package icon HIV Prevalence 2000-2017: Mean Estimates [GeoTiff]87.71 MB
Package icon HIV Prevalence 2000-2017: Lower Estimates [GeoTiff]88.32 MB
Package icon HIV Prevalence 2000-2017: Upper Estimates [GeoTiff]87.57 MB
Package icon People Living with HIV (PLHIV) 2000-2017: Mean Estimates [GeoTiff]86.47 MB
Package icon People Living with HIV (PLHIV) 2000-2017: Lower Estimates [GeoTiff]86.83 MB
Package icon People Living with HIV (PLHIV) 2000-2017: Upper Estimates [GeoTiff]86.31 MB
Package icon Prevalence of Male Circumcision 2000-2017 [GeoTiff]80.65 MB
Package icon Prevalence of Self-Reported STI Symptoms 2000-2017 [GeoTiff]85.05 MB
Package icon Prevalence of Marriage or Living with a Partner as Married 2000-2017 [GeoTiff]81.99 MB
Package icon Prevalence of One’s Current Partner Living Elsewhere 2000-2017 [GeoTiff]85.49 MB
Package icon Prevalence of Condom Use at Last Sexual Encounter 2000-2017 [GeoTiff]86.76 MB
Package icon Prevalence of Reporting Ever had Intercourse Among Young Adults 2000-2017 [GeoTiff]81.53 MB
Package icon Prevalence of Multiple Partners in the Last Year for Men 2000-2017 [GeoTiff]84.74 MB
Package icon Prevalence of Multiple Partners in the Last Year for Women 2000-2017 [GeoTiff]86.77 MB
Package icon Admin 0 Location Estimates: Data and Codebook [CSV]53.78 KB
Package icon Admin 1 Location Estimates: Data and Codebook [CSV]714.62 KB
Package icon Admin 2 Location Estimates: Data and Codebook [CSV]3.47 MB
Package icon Data Input Sources90.36 KB
PDF icon Data Release Information Sheet711.92 KB
Africa Diphtheria-Pertussis-Tetanus Vaccine Coverage Geospatial Estimates 2000-2016
FileSize
Package icon DPT1 Coverage 2000-2016: Mean Estimates [GeoTIFF]66.58 MB
Package icon DPT1 Coverage 2000-2016: Lower Estimates [GeoTIFF]67.78 MB
Package icon DPT1 Coverage 2000-2016: Upper Estimates [GeoTIFF]65.28 MB
Package icon DPT1 Coverage 2000-2016: CFB Estimates [GeoTIFF]67.43 MB
Package icon DPT3 Coverage 2000-2016: Mean Estimates [GeoTIFF]67.52 MB
Package icon DPT3 Coverage 2000-2016: Lower Estimates [GeoTIFF]69.11 MB
Package icon DPT3 Coverage 2000-2016: Upper Estimates [GeoTIFF]66.3 MB
Package icon DPT3 Coverage 2000-2016: CFB Estimates [GeoTIFF]67 MB
Package icon DPT1-3 Relative Dropout 2000-2016: Mean Estimates [GeoTIFF]69.45 MB
Package icon DPT1-3 Relative Dropout 2000-2016: Lower Estimates [GeoTIFF]70.26 MB
Package icon DPT1-3 Relative Dropout 2000-2016: Upper Estimates [GeoTIFF]68.98 MB
Package icon DPT1-3 Relative Dropout 2000-2016: CFB Estimates [GeoTIFF]67.64 MB
Package icon DPT1-3 Absolute Dropout 2000-2016: Mean Estimates [GeoTIFF]69.07 MB
Package icon DPT1-3 Absolute Dropout 2000-2016: Lower Estimates [GeoTIFF]69.76 MB
Package icon DPT1-3 Absolute Dropout 2000-2016: Upper Estimates [GeoTIFF]68.57 MB
Package icon DPT1-3 Absolute Dropout 2000-2016: CFB Estimates [GeoTIFF]67.5 MB
Package icon Admin 1 Location Estimates: Data and Codebook [CSV]1.37 MB
Package icon Admin 2 Location Estimates: Data and Codebook [CSV]12.6 MB
File Data Input Sources66.02 KB
PDF icon Data Release Information Sheet758.1 KB
Global Tuberculosis Molecular Epidemiology Systematic Review Dataset
FileSize
Package icon Literature screening sheet [XLSX]2.96 MB
Package icon Raw genotype distribution data [CSV]60 KB
Package icon Raw genetic clustering data [CSV]24.88 KB
Package icon Genotype classification system [XLSX]136.17 KB
PDF icon Data Release Information Sheet666.72 KB
Africa Under-5 Diarrhea Incidence, Prevalence, and Mortality Geospatial Estimates 2000-2015
FileSize
Package icon Incidence 2000-2015: Number, Mean Estimates [GeoTiff]89.47 MB
Package icon Incidence 2000-2015: Number, Upper Estimates [GeoTiff]89.46 MB
Package icon Incidence 2000-2015: Number, Lower Estimates [GeoTiff]89.67 MB
Package icon Incidence 2000-2015: Rate, Mean Estimates [GeoTiff]94 MB
Package icon Incidence 2000-2015: Rate, Upper Estimates [GeoTiff]93.91 MB
Package icon Incidence 2000-2015: Rate, Lower Estimates [GeoTiff]94.58 MB
Package icon Mortality 2000-2015: Number, Mean Estimates [GeoTiff]90.23 MB
Package icon Mortality 2000-2015: Number, Upper Estimates [GeoTiff]90.16 MB
Package icon Mortality 2000-2015: Number, Lower Estimates [GeoTiff]90.33 MB
Package icon Mortality 2000-2015: Rate, Mean Estimates [GeoTiff]95.74 MB
Package icon Mortality 2000-2015: Rate, Upper Estimates [GeoTiff]95.47 MB
Package icon Mortality 2000-2015: Rate, Lower Estimates [GeoTiff]96.13 MB
Package icon Prevalence 2000-2015: Number, Mean Estimates [GeoTiff]89.66 MB
Package icon Prevalence 2000-2015: Number, Upper Estimates [GeoTiff]89.63 MB
Package icon Prevalence 2000-2015: Number, Lower Estimates [GeoTiff]89.89 MB
Package icon Prevalence 2000-2015: Rate, Mean Estimates [GeoTiff]94.03 MB
Package icon Prevalence 2000-2015: Rate, Upper Estimates [GeoTiff]93.71 MB
Package icon Prevalence 2000-2015: Rate, Lower Estimates [GeoTiff]94.54 MB
Package icon Incidence and Mortality: Annualized Rates of Change and Probability Estimates41.14 MB
Package icon Admin 1 Location Estimates: Data and Codebook [CSV]1.58 MB
Package icon Admin 2 Location Estimates: Data and Codebook [CSV]12.81 MB
Package icon Code Files Used to Generate Estimates25.69 KB
File Data Input Sources77.88 KB
PDF icon Data Release Information Sheet747.51 KB
Brazil HIV and Tuberculosis Mortality Rates by Municipality 2001-2015
FileSize
Package icon Mortality Rates - Data and Codebooks [CSV]9.92 MB
PDF icon Data Release Information Sheet639.47 KB
Global Snakebite Envenoming Vulnerability Estimates
Africa Educational Attainment Geospatial Estimates 2000-2015
FileSize
Package icon Years of attainment, females 15-49, 2000-2015: mean estimates - GeoTiff129.1 MB
Package icon Years of attainment, females 15-49, 2000-2015: upper estimates - GeoTiff136.59 MB
Package icon Years of attainment, females 15-49, 2000-2015: lower estimates - GeoTiff103.97 MB
Package icon Years of attainment, females 15-49, 2000-2015: probability estimates - GeoTiff31.82 MB
Package icon Years of attainment, females 20-24, 2000-2015: mean estimates - GeoTiff137.56 MB
Package icon Years of attainment, females 20-24, 2000-2015: upper estimates - GeoTiff136.48 MB
Package icon Years of attainment, females 20-24, 2000-2015: lower estimates - GeoTiff109.6 MB
Package icon Years of attainment, females 20-24, 2000-2015: probability estimates - GeoTiff36.81 MB
Package icon Years of attainment, males 15-49, 2000-2015: mean estimates - GeoTiff137.1 MB
Package icon Years of attainment, males 15-49, 2000-2015: upper estimates - GeoTiff136.59 MB
Package icon Years of attainment, males 15-49, 2000-2015: lower estimates - GeoTiff120.93 MB
Package icon Years of attainment, males 15-49, 2000-2015: probability estimates - GeoTiff41.42 MB
Package icon Years of attainment, males 20-24, 2000-2015: mean estimates - GeoTiff136.74 MB
Package icon Years of attainment, males 20-24, 2000-2015: upper estimates - GeoTiff135.97 MB
Package icon Years of attainment, males 20-24, 2000-2015: lower estimates - GeoTiff126.48 MB
Package icon Years of attainment, males 20-24, 2000-2015: probability estimates - GeoTiff46.78 MB
Package icon Attainment disparity, ages 15-49, 2000-2015: mean estimates - GeoTiff139.51 MB
Package icon Attainment disparity, ages 15-49, 2000-2015: upper estimates - GeoTiff136.67 MB
Package icon Attainment disparity, ages 15-49, 2000-2015: lower estimates - GeoTiff140.16 MB
Package icon Attainment disparity, ages 15-49, 2000-2015: probability estimates - GeoTiff59.74 MB
Package icon Attainment disparity, ages 20-24, 2000-2015: mean estimates - GeoTiff139.63 MB
Package icon Attainment disparity, ages 20-24, 2000-2015: upper estimates - GeoTiff136.9 MB
Package icon Attainment disparity, ages 20-24, 2000-2015: lower estimates - GeoTiff140.03 MB
Package icon Attainment disparity, ages 20-24, 2000-2015: probability estimates - GeoTiff59.86 MB
Package icon Years of attainment, females, 2000-2015: Admin 1 and Admin 2 locations - CSV4.91 MB
Package icon Years of attainment, males, 2000-2015: Admin 1 and Admin 2 locations - CSV4.94 MB
Package icon Attainment disparity, 2000-2015: Admin 1 and Admin 2 locations - CSV4.86 MB
Package icon Codebooks - CSV files118.49 KB
Package icon Data Release Information Sheet681.8 KB
Package icon Data Input Sources7.55 KB
Africa Child Growth Failure Geospatial Estimates 2000-2015
FileSize
Package icon Child stunting 2000-2015: mean estimates - GeoTIFF74.39 MB
Package icon Child stunting 2000-2015: upper estimates - GeoTIFF73.34 MB
Package icon Child stunting 2000-2015: lower estimates - GeoTIFF73.64 MB
Package icon Child wasting 2000-2015: mean estimates - GeoTIFF75.35 MB
Package icon Child wasting 2000-2015: upper estimates - GeoTIFF74.41 MB
Package icon Child wasting 2000-2015: lower estimates - GeoTIFF74.54 MB
Package icon Child underweight 2000-2015: mean estimates - GeoTIFF74.69 MB
Package icon Child underweight 2000-2015: upper estimates - GeoTIFF73.17 MB
Package icon Child underweight 2000-2015: lower estimates - GeoTIFF73.63 MB
Package icon Child stunting 2000-2015: Admin 1 and Admin 2 locations - CSV2.29 MB
Package icon Child wasting 2000-2015: Admin 1 and Admin 2 locations - CSV2.25 MB
Package icon Child underweight 2000-2015: Admin 1 and Admin 2 locations - CSV2.22 MB
Package icon Codebooks - CSV files112.46 KB
Package icon Data Release Information Sheet692.37 KB
Package icon Data Input Sources10.77 KB
Child Growth Failure Visualization - Input Data
FileSize
Package icon Input Data4.26 MB
Package icon Data Release Information Sheet641.35 KB
Africa Viral Hemorrhagic Fever Pandemic Potential Estimates
FileSize
Package icon Crimean-Congo hemorrhagic fever: Stage 1, Index case potential - Shapefiles61.09 MB
Package icon Crimean-Congo hemorrhagic fever: Stage 2, Outbreak potential - Shapefiles61.13 MB
Package icon Crimean-Congo hemorrhagic fever: Stage 3a, Epidemic potential (local) - Shapefiles61.13 MB
Package icon Crimean-Congo hemorrhagic fever: Stage 3b, Epidemic potential (global) - Shapefiles61.12 MB
Package icon Ebola virus disease: Stage 1, Index case potential - Shapefiles60.99 MB
Package icon Ebola virus disease: Stage 2, Outbreak potential - Shapefiles61.01 MB
Package icon Ebola virus disease: Stage 3a, Epidemic potential (local) - Shapefiles61.01 MB
Package icon Ebola virus disease: Stage 3b, Epidemic potential (global) - Shapefiles61.01 MB
Package icon Lassa fever: Stage 1, Index case potential - Shapefiles61 MB
Package icon Lassa fever: Stage 2, Outbreak potential - Shapefiles61.02 MB
Package icon Lassa fever: Stage 3a, Epidemic potential (local) - Shapefiles61.02 MB
Package icon Lassa fever: Stage 3b, Epidemic potential (global) - Shapefiles61.02 MB
Package icon Marburg virus disease: 1, Index case potential - Shapefiles61 MB
Package icon Marburg virus disease: Stage 2, Outbreak potential - Shapefiles61.02 MB
Package icon Marburg virus disease: Stage 3a, Epidemic potential (local) - Shapefiles61.02 MB
Package icon Marburg virus disease: Stage 3b, Epidemic potential (global) - Shapefiles61.02 MB
Package icon Outbreak receptivity covariate - Shapefiles61.16 MB
Package icon All pathogens, stages, and outbreak receptivity covariate - CSV files2.48 MB
Package icon Codebooks - CSV files151.5 KB
Package icon Methods and Results Annexes25.7 MB
Package icon Data Release Information Sheet866.57 KB
Package icon Data Input Sources3.11 KB
Africa Under-5 and Neonatal Mortality Geospatial Estimates 2000-2015
FileSize
Package icon Under-5 Mortality - GeoTIFF103.04 MB
Package icon Neonatal Mortality - GeoTIFF102.58 MB
Package icon Under-5 and Neonatal Mortality, Admin 1 and Admin 2 Locations - CSV930.34 KB
Package icon Codebooks49.11 KB
Package icon Data Release Information Sheet748.76 KB
Package icon Data Input Sources82.47 KB