Package index

Experimental data objects and discovery catalogs

Cleaned tibble subclasses, metadata, plots and versioned offline discovery snapshots.

as_dsir_data() print(<dsir_data>) summary(<dsir_data>)

Explicitly Create an Experimental DSIR Data Object

dsir_metadata()

Inspect DSIR Data, Catalog and Retrieval Metadata

plot(<dsir_data>)

Plot a Cleaned DSIR Indicator

gho_catalog

Bundled GHO Indicator Catalog from Both Backends

sdg_catalog

Bundled SDG Indicator and Series Catalog

ghe_catalog

Bundled GHE Cause and Measure Catalog

WHO country metadata

Datasets and helpers for WHO Member States and regional groupings.

who_countries

WHO Member States with regional and Pacific classifications

afro_cty amro_cty searo_cty euro_cty emro_cty wpro_cty

WHO regional Member State ISO3 vectors

pic_cty

Pacific Island Country ISO3 codes

iso3_to_region()

Look Up the WHO Region for ISO3 Codes

iso3_to_m49()

Convert ISO3 Codes to UN M49 Numeric Codes

m49_to_iso3()

Convert UN M49 Numeric Codes to ISO3 Codes

Demographic methods

Life tables and age standardization for mortality and rate analysis.

life_table()

Period Life Table from Age-Specific Mortality Rates

age_standardize()

Directly Age-Standardized Rate

who_std_pop

WHO 2026 Standard Population

GHO indicator data

WHO Global Health Observatory queries with xMart-first automatic selection and explicit provider controls.

gho_indicators()

List GHO Indicators

gho_dimensions()

List Dimensions of a GHO Indicator

gho_data()

Fetch GHO Data

gho_clean()

Tidy a GHO Data Frame

gho_count()

Count Observations for a GHO Indicator Filter

gho_coverage()

Summarise Per-Location Data Coverage of a GHO Indicator

gho_has_data()

Check Whether a GHO Indicator Has Data for a Filter

gho_last_updated()

Query the Latest GHO Indicator Timestamp

bind_indicators()

Bind Cleaned Indicator Tibbles

GHE estimates

Current WHO Global Health Estimates with exact cause, age, sex and measure filters.

ghe_data()

Fetch WHO Global Health Estimates

ghe_causes()

Explore Global Health Estimates Causes

ghe_dimensions()

Explore Global Health Estimates Dimensions

ghe_coverage()

Summarise Global Health Estimates Coverage

ghe_clean()

Put GHE Estimates in the Unified DSIR Schema

SDG indicator data

Functions for fetching and cleaning data from the UN SDG API.

sdg_goals()

List SDG Goals

sdg_targets()

List SDG Targets

sdg_areas()

List SDG Geographic Areas

sdg_indicators()

List SDG Indicators

sdg_dimensions()

List SDG Dimension Codes and Labels

sdg_data()

Fetch SDG Data

sdg_clean()

Tidy an SDG Data Frame

sdg_coverage()

Explore Series Coverage of an SDG Indicator

sdg_last_updated()

Query the SDG Database Update Timestamp

Experimental maps

Checked choropleths with user-supplied polygons or explicitly downloaded WHO ADM0 boundaries.

dsir_map()

Map an Indicator with Recorded or User-Supplied Boundaries

Visual themes

ggplot2 and flextable styling helpers for WHO-style outputs.

theme_dsi()

DSIR ggplot2 theme — WHO publication-style

theme_dsi_facet()

DSIR ggplot2 theme for faceted plots

dsi_flextable_defaults()

Set DSIR Flextable Defaults

ggpie()

Create a Pie Chart with ggplot2

scale_y_dsi_col() scale_x_dsi_col()

Continuous Scales for DSIR Bar / Column Charts

Utilities

Small mathematical and data helpers.

geomean()

Geometric Mean

aarr()

Average Annual Rate of Reduction (AARR)

snapshot()

Snapshot an Expensive Expression to a Local File

data_snapshot()

Save GHO Observations as an Auditable Data Snapshot

compare_snapshots()

Compare Two Local GHO Data Snapshots