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Church building repro

This repository contains reproduction files for the paper "Church building and the economy during Europe’s ‘Age of the Cathedrals’, 700–1500 CE".

There are scripts to create the data as well as the figures. The scripts prep_citydata.R prep_popdata.R, and prep_churchdata.R create the basic data files. The remaining scripts create the figures in the main paper and the appendices.

All tables and figures except figure 1 can be reproduced by running the script reproduce.sh. Figure 1 is included as a separate excel file: excels/England Ch building GDP & earnings.xlsx. The table below matches the files to the tables and figures in the paper.

paper file
Figure 1 excels/England Ch building GDP & earnings.xlsx
Table 1 tab/sumstats_perc_7001100.html
tab/sumstats_perc11001500.html
tab/sumstats.html
Figure 2 figs/distrs_prepost_heap.pdf
Figure 3 figs/europetotal_hc.pdf
Figure 3 figs/europetotal_hc.pdf
Figure 4 figs/4m3maps_smoothed.pdf
Table 2 tab/regiontable.html
tab/regionindices.html
Figure 5 figs/pcpanel.pdf
Figure 6 figs/pucpanel.pdf
Figure 7 figs/eucompare.pdf
Figure 8 figs/bytype_hc.pdf
Figure 9 figs/bygeography_split.pdf
Figure 10 figs/completedstock_activity.pdf
Table A1 tab/predecessors.html
Figure A1 figs/altbackprojs_panel.pdf
Figure A2 figs/height_surface_inclit.pdf
Figure A3 figs/researcharea.png
Figure A4 figs/ruralcorrections_eu.pdf
Figure A5 figs/ruralcorrections_smt.pdf
Figure A6 figs/james_v_catdat1250_m3.pdf
Figure A7 figs/james_v_osm_series_hc.pdf
Table A2 tab/disastercounts.html
Table A3 tab/disasterregs.html
Figure A8 figs/disasterpanel.pdf
Figure A9 figs/disasterpanel.pdf
Figure A9 figs/disasterpanel.pdf

The scripts cat_osmchurches.R and cat_geocoding.R are excluded from the overall reproduction script because they make a lot of requests at the OpenStreetMap/overpass and google geocoding servers. Moreover, the data on the servers can have changed since the original requests. They are included here only to show how this part of the data was created.

The scripts have a GPL-3 license. The data based on OpenStreetMap has an Open Database License. This holds for the following files:

  • dat/checkedchurches_eb_8_2018sep4.csv
  • dat/churches_italy_2_2018oct2.csv
  • dat/churches_add_2018nov30.csv
  • dat/fullobs_sp.csv.gz
  • dat/dynobs.csv
  • dat/heights.csv
  • dat/statobs.csv
  • dat/citobs.csv
  • dat/gis/rur.shp
  • dat/rurchurches_eb.csv
  • dat/backproj.csv
  • dat/backproj_ita.csv
  • excels/saints and exogenous disasters.xlsx
  • excels/ital cities def 2.xlsx
  • dat/backproj.csv
  • dat/backproj_ita.csv

Environment:

R version 3.4.1 (2017-06-30)
Platform: x86_64-apple-darwin15.6.0 (64-bit)
Running under: macOS  10.14.2

Matrix products: default
BLAS: /Library/Frameworks/R.framework/Versions/3.4/Resources/lib/libRblas.0.dylib
LAPACK: /Library/Frameworks/R.framework/Versions/3.4/Resources/lib/libRlapack.dylib

locale:
[1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8

attached base packages:
[1] stats     graphics  grDevices utils     datasets  methods   base     

other attached packages:
 [1] brms_1.10.2       ggplot2_2.2.1     Rcpp_1.0.0        sandwich_2.4-0    lmtest_0.9-35    
 [6] texreg_1.36.23    zoo_1.8-0         viridisLite_0.3.0 maptools_0.9-2    RNetCDF_1.9-1    
[11] knitr_1.20        writexl_0.2       stringi_1.3.1     sf_0.6-3          raster_2.5-8     
[16] sp_1.2-5          countrycode_1.1.0 readxl_1.3.1      data.table_1.12.0

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