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Description

The kmaps.Rnw file produces a demo of the results. To extract the R code:

require(knitr)
purl("kmaps.Rnw")

The code was upgraded to reflect changes to the ggplot2, knitr and rgeos packages.

Data sources

Estimates of cancer mortality were retrieved from the European Cancer Observatory (WHO-IARC) and from Eurostat (European Commission). Both use age-standardized rates for the WHO European population and ICD codes for causes of death.

Shapefiles for geographical regions were retrieved from GISCO - Eurostat (European Commission). The maps provide worldwide coverage but I focus on Europe to include NUTS-2 level regional data.

Codebook

Country dummies:

is_eu15		EU-15 membership (1995)
is_eu27		EU-27 membership (2007)

Raw figures (“N”):

in_*		Incidence
mn_*		Mortality

Age-standardized rates:

ir_*		Incidence rate, per 100,000 European population
mr_*		Mortality rate, per 100,000 European population

Suffixes for gender group:

*_m			Males
*_f			Females
(empty)		Both sexes

Tumor sites:

all			All cancers but non-skin melanoma
breast		Breast cancer, ICD-10 classification
colorectal	Colorectal cancer, ICD-10 classification
lung		Lung cancer, ICD-10 classification
prostate	Prostate cancer, ICD-10 classification

Note: please refer to the data source for a precise list of tumor sites.

First release: March 2012.
Last revision: February 2013.

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R code to map cancer mortality and incidence in Europe.

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