#R library to download data form the Inter-American Development Bank ##Numbers for Development
The Inter-american development bank has a lot of data on Latin American and Caribbean countries at a granular level not available in other sources. https://data.iadb.org/NumbersForDevelopment/NumbersForDevelopment
#Based on: https://github.com/vincentarelbundock/WDI
install.packages('devtools')
library(devtools)
install_github('arcuellar88/iadbstats')
library('iadbstats')
You can download the metadata of all the indicators or a specific set of indicators
iadbmsearch(value='ALL')
Which produces this:
> iadbmsearch(value='ALL')[1:5,1:5]
IndicatorCode DataSetcode DataSetName IndicatorName
1 LMW_1 LMW LMW Consumption: millions of US$, s.a.
2 LMW_10 LMW LMW Net Factor Payments: last 4 quarters (US$ mill.)
3 LMW_100 LMW LMW Export Prices: index, end of period
4 LMW_102 LMW LMW Domestic Pub.Debt: annual avg. (US$ mill.)
5 LMW_107 LMW LMW Revenues: (US$ mill.), s.a.
>
data<-iadbstats(country="ARG,COL",frequency="year",indicatorcode="SOC_050")
Preview data:
head(data)
CountryCode CountryTableName IndicatorCode IndicatorName TopicName SubTopicName Year Quarter Month AggregationLevel AggregatedValue UOM
1 ARG Argentina SOC_050 % of households economically headed by females Social Outlook Demographics 2003 Year 35.263 PERCENT
2 ARG Argentina SOC_050 % of households economically headed by females Social Outlook Demographics 1995 Year 29.701 PERCENT
3 ARG Argentina SOC_050 % of households economically headed by females Social Outlook Demographics 2011 Year 37.323 PERCENT
4 ARG Argentina SOC_050 % of households economically headed by females Social Outlook Demographics 1996 Year 29.247 PERCENT
5 ARG Argentina SOC_050 % of households economically headed by females Social Outlook Demographics 2009 Year 36.596 PERCENT
#Use the data
library(ggplot2)
ggplot(data, aes(x=Year, y=AggregatedValue, color=CountryTableName)) + geom_point() + xlab('Year') + ylab('% house holds economically headed by females')