Comtradrclean: Comtradr data clean

In ITNr: Analysis of the International Trade Network

Comtradr data clean

Description

This function takes (import) trade data downloaded from comtrade - potentially using the comtradr package, cleans it and transforms it into a network. Adding a number of country level attributes to nodes in the network, including: regional partition, GDP, GDP per capita, GDP growth and FDI. However, it is important to note the limits of using comtradr to construct a network. Firstly when downloading the data with comtradr, you must specify reporters and partners – yet you cannot put “all” for both – only for either reporters or partners. Then for the other you are limited to a character vector of country names, length five or fewer. Therefore, this will not give you a full network. However, this function can be applied to trade data downloaded from UN Comtrade (download csv and read into R as a dataframe), or any other trade data. You just make sure it has the following column names: reporter_iso, partner_iso, trade_value_usd and year. Some dataformats may have different names. Also - it is important to note that this function is for import data.

Usage

Comtradrclean(DF, YEAR, threshold, cutoff)

Arguments

DF	Dataframe of trade data downloaded (potentially using the comtradr package)
YEAR	Year
threshold	Apply a threshold - TRUE, Extract the backbone - FALSE
cutoff	Threshold - cutoff level, Backbone - significance level

Value

International Trade Network - igraph object

ITNr documentation built on March 31, 2023, 6:59 p.m.