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# Data visualization #
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Part of 'Atlas of Dutch distribution centres' (Chapter 2 in PhD thesis 'Landscapes of Trade')

In this work folder two R scripts are included to produce plots and numbers used in the publication, along with underlying data folder and export folder.

# export
In this sub folder, the resulting figures are stored, in PNG and PDF format.

# data
In this sub folder, the data sources used in the scripts are stored, in CSV and Geopackage format. The 'Proprietary' sub folder is a placeholder for employment data used to calculate some of the numbers in the chapter, which cannot be shared on the repository. (Only) the used variables of the open data are listed below.

## buildings2021NL_repo.csv & corridor.gpkg
These are data on logistics buildings and the East-Southeast freight corridor in the Netherlands. Extensive metadata are available on a separate repository:
Nefs, Merten (2023): Dutch Distribution Centres 2021 Geodata. 4TU.ResearchData. dataset. https://doi.org/10.4121/19361018

## coropdata.csv & lq.csv
These are pre-processed data per Corop region in the Netherlands, compiled for another paper that is part of the same PhD thesis. Extensive metadata is available on a separate repository:
Nefs, Merten (2023): Data underlying the publication: The limited regional employment benefits of XXL-logistics centres in the Netherlands. 4TU.ResearchData. dataset. https://doi.org/10.4121/21438021

## multicriteria1.csv & multicriteria2.csv
These files are input for multicriteria maps. In multicriteria1.csv, each factor is weighted globally and for each of four logistics cluster types. In multicriteria2.csv, environmental factors are weighted only globally.The fields are as follows:
factor [Character]:		name of the weighted factor
global [Double]:		global weight
material [Integer]:		weight for type Material & energy
remanufacturing [Integer]: 	weight for type (re)Manufacturing
international [Integer]:	weight for type (inter)National distribution
city [Integer]:			weight for type City Logistics

## CBS_bbp_cap_1980-2020.csv
This file from Dutch Statistics CBS includes GDP per capita and Net Household Income per capita in various years:
year [Integer]:						year
Bbp per hoofd (euro's van 2020) [Double]:		GDP per capita in Euros of 2020
Netto beschikbaar inkomen hh per hoofd [Double]:	Net household income per capita

## CBS_Bevolking_1980-2022.csv
This file from Dutch Statistics CBS includes population of the Netherlands in various years:
year [Integer]:		year
population [Integer]:	population

## CBS_In_en_uitvoerwaarde_1980-2021.csv
This file from Dutch Statistics CBS includes Imports and Exports of the Netherlands (Euros of 2015) in various years:
year [Integer]:				year
Invoerwaarde (mln euro) [Double]:	imports in million Euro
Uitvoerwaarde (mln euro) [Double]:	exports in million Euro

## cbsgebiedsindelingen2022.gpkg
This file from Dutch Statistics CBS includes official administrative units of the Dutch territory, at different scales, from national to neighborhood borders, in 2022. More information and metadata can be found on https://www.nationaalgeoregister.nl/geonetwork/srv/dut/catalog.search#/metadata/effe1ab0-073d-437c-af13-df5c5e07d6cd


