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require(rCharts) | |
library(SPARQL) | |
library(ggplot2) | |
library(countrycode) | |
endpoint <- "http://worldbank.270a.info/sparql" | |
options <- NULL # Output XML/JSON | |
sparql_prefix <- " | |
PREFIX rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> | |
PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#> | |
PREFIX xsd: <http://www.w3.org/2001/XMLSchema#> | |
PREFIX owl: <http://www.w3.org/2002/07/owl#> | |
PREFIX dcterms: <http://purl.org/dc/terms/> | |
PREFIX foaf: <http://xmlns.com/foaf/0.1/> | |
PREFIX skos: <http://www.w3.org/2004/02/skos/core#> | |
PREFIX wgs: <http://www.w3.org/2003/01/geo/wgs84_pos#> | |
PREFIX dbo: <http://dbpedia.org/ontology/> | |
PREFIX dbp: <http://dbpedia.org/property/> | |
PREFIX dbr: <http://dbpedia.org/resource/> | |
PREFIX sdmx: <http://purl.org/linked-data/sdmx#> | |
PREFIX sdmx-attribute: <http://purl.org/linked-data/sdmx/2009/attribute#> | |
PREFIX sdmx-dimension: <http://purl.org/linked-data/sdmx/2009/dimension#> | |
PREFIX sdmx-measure: <http://purl.org/linked-data/sdmx/2009/measure#> | |
PREFIX qb: <http://purl.org/linked-data/cube#> | |
PREFIX year: <http://reference.data.gov.uk/id/year/> | |
PREFIX void: <http://rdfs.org/ns/void#> | |
PREFIX wbld: <http://worldbank.270a.info/> | |
PREFIX property: <http://worldbank.270a.info/property/> | |
PREFIX classification: <http://worldbank.270a.info/classification/> | |
PREFIX indicator: <http://worldbank.270a.info/classification/indicator/> | |
PREFIX country: <http://worldbank.270a.info/classification/country/> | |
PREFIX income-level: <http://worldbank.270a.info/classification/income-level/> | |
PREFIX lending-type: <http://worldbank.270a.info/classification/lending-type/> | |
PREFIX region: <http://worldbank.270a.info/classification/region/> | |
PREFIX source: <http://worldbank.270a.info/classification/source/> | |
PREFIX topic: <http://worldbank.270a.info/classification/topic/> | |
PREFIX currency: <http://worldbank.270a.info/classification/currency/> | |
PREFIX project: <http://worldbank.270a.info/classification/project/> | |
PREFIX loan-status: <http://worldbank.270a.info/classification/loan-status/> | |
PREFIX variable: <http://worldbank.270a.info/classification/variable/> | |
PREFIX global-circulation-model: <http://worldbank.270a.info/classification/global-circulation-model/> | |
PREFIX scenario: <http://worldbank.270a.info/classification/scenario/> | |
PREFIX d-indicators: <http://worldbank.270a.info/dataset/world-bank-indicators> | |
PREFIX d-finances: <http://worldbank.270a.info/dataset/world-bank-finances/> | |
PREFIX d-climates: <http://worldbank.270a.info/dataset/world-bank-climates/> | |
#USE THESE GRAPHS :) | |
PREFIX g-void: <http://worldbank.270a.info/graph/void> | |
PREFIX g-meta: <http://worldbank.270a.info/graph/meta> | |
PREFIX g-climates: <http://worldbank.270a.info/graph/world-bank-climates> | |
PREFIX g-finances: <http://worldbank.270a.info/graph/world-bank-finances> | |
PREFIX g-projects: <http://worldbank.270a.info/graph/world-bank-projects-and-operations> | |
PREFIX g-indicators: <http://worldbank.270a.info/graph/world-development-indicators> | |
" | |
q <- "SELECT * | |
WHERE { | |
GRAPH g-indicators: { | |
?s property:indicator indicator:NY.GDP.MKTP.KD.ZG . | |
?s sdmx-dimension:refPeriod ?period . | |
?s sdmx-dimension:refArea ?country . | |
?s sdmx-measure:obsValue ?obsValue . | |
BIND (substr( str(?period),38,4) as ?year ) | |
FILTER ( ?country | |
IN ( country:US , country:CA , country:MX ) | |
). | |
FILTER ( xsd:int(?year) >= 2000 && xsd:int(?year) <= 2008 ) | |
} | |
} | |
ORDER BY ?country ?year" | |
query <- paste(sparql_prefix, q) | |
result <- SPARQL(endpoint, query)$results | |
iso2c <- substr(result[,3],52,53) #iso2c | |
country <- countrycode(iso2c, "iso2c", "country.name") | |
year <- result[,5] #Year | |
values <- result[,4] #Values | |
plotar <- data.frame(iso2c,country,values,year) | |
ggplot(plotar, aes(year, values, color=country))+geom_line(stat="identity",aes(group=country))+theme_bw()+xlab("Year")+opts(title="Annual GDP Growth rate (%)")+ylab("") | |
#Country vs Year | |
n2 <- nPlot(values ~ country, group = "year", data = plotar, | |
type = 'multiBarChart') | |
n2 | |
#Year vs Country | |
n1 <- nPlot(values ~ year, group = "country", data = plotar, | |
type = 'multiBarChart') | |
n1 |
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