Anticipatory analysis field guide
App / Method toolkit Web browser
Learn and facilitate anticipatory humanitarian analysis.
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Data and tools for the questions you’re asking.
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asylum
Data package R
Access UK asylum and resettlement statistics published by the Home Office.
broadcast
Method toolkit R
Make the datasets in an R package available as CSV files.
Compare risk maps
App Web browser, R / Shiny for local use
Compare overlaps between disaster risk, resilience and vulnerability maps.
compositr
Method toolkit R
Combine indicators into composite scores and indices in R.
demographr
Data package R
Find population estimates to understand the people living in a UK area.
DEPAHRI
Data package / Dataset R
Examine physical and digital barriers to accessing healthcare.
Deprivation Explorer
App Web browser, R / Shiny for local use
Explore the UK’s indices of multiple deprivation in your browser.
fermi
Method toolkit R
Make probabilistic estimates by breaking a question into smaller uncertain quantities.
floodvulnerability
Data package / Dataset R
Explore neighbourhood social vulnerability to flooding across the UK.
geographr
Data package R
Find UK boundaries, geographical lookups and rural–urban classifications.
globalvuln
App / Data package Web browser, R for the data package
Compare global vulnerability indices and access country-level data in R.
Health Index for Wales
Research project R
Inspect work towards a health index for Welsh local authorities.
Health Index Scotland
Research project / Data package R
Inspect indicators and methods for a Scottish health index.
Health Inequalities Explorer data
Dataset Data files
Inspect the datasets used in the Health Inequalities Explorer.
healthyr
Data package R
Find UK health datasets for analysis in R.
Heat disadvantage
Dataset Data files
Explore heat vulnerability and disadvantage datasets for Great Britain.
humanicheck
Method toolkit R
Check a dataset for missing values, duplicate rows, outliers and geometry issues.
IMD
Data package / Dataset R
Access deprivation indices and community needs data for all four UK nations.
Intersectional risks
Research project R
Inspect a prototype exploring overlapping dimensions of vulnerability.
Loneliness index
Research project / Dataset Python, R
Explore neighbourhood loneliness indicators for the four UK nations.
Northern Ireland health indicators
Research project / Data package R
Inspect health inequality indicators collected for Northern Ireland.
peralta
Method toolkit R
Check whether new datasets have been published on webpages you follow.
shinycoin
App / Method toolkit R, Shiny
Build, explore and export composite indices with a guided COINr interface.
shinyspecr
App / Method toolkit R, Shiny, specr
Interactively examine specification curves and the models behind them.
specr (Humaniverse fork)
Method toolkit R
Inspect how analytical choices affect statistical results using specification curves.
Vulnerability Index Builder
App Web browser
Turn your indicator spreadsheet into a composite vulnerability index in your browser.
wildfires
Data package R
Explore how wildfire risk and social vulnerability overlap across the UK.
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