From a3d5beca70751c3c3759dcc325408083f7113178 Mon Sep 17 00:00:00 2001
From: jaccard <jaccard@pik-potsdam.de>
Date: Mon, 1 Feb 2021 14:54:21 +0100
Subject: [PATCH] edit si

---
 .../raw/data_population_households_ingram.csv | 150 ++++++++++++++++++
 analysis/figures/unnamed-chunk-1-1.png        | Bin 0 -> 33964 bytes
 analysis/paper/si.Rmd                         |  30 ++++
 analysis/paper/si.docx                        | Bin 2052664 -> 2075433 bytes
 4 files changed, 180 insertions(+)
 create mode 100644 analysis/data/raw/data_population_households_ingram.csv
 create mode 100644 analysis/figures/unnamed-chunk-1-1.png

diff --git a/analysis/data/raw/data_population_households_ingram.csv b/analysis/data/raw/data_population_households_ingram.csv
new file mode 100644
index 0000000..e632cb8
--- /dev/null
+++ b/analysis/data/raw/data_population_households_ingram.csv
@@ -0,0 +1,150 @@
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diff --git a/analysis/paper/si.Rmd b/analysis/paper/si.Rmd
index 9eeaf7a..48932c5 100644
--- a/analysis/paper/si.Rmd
+++ b/analysis/paper/si.Rmd
@@ -599,6 +599,36 @@ flextable(eemrio_bp) %>%
 
 Here we aggregated the data of 28 European countries with 5 income groups each into 10 European expenditure groups, to decompose the total European household energy and carbon footprint by European expenditure decile, ranking each national income group according to their mean consumption expenditure in PPS euros. We call these European expenditure deciles, although only countries with EUROSTAT HBS data from 2005 to 2015 are included, which excludes Italy and Luxembourg, but includes the UK, Norway and Turkey. 
 
+## Unit of analysis
+
+```{r }
+
+### ae vs. per capita
+
+data_population_households = read_csv(here("analysis","data","raw","data_population_households_ingram.csv")) %>%
+  rename(total_population = pop_estimate_per_quintile)
+
+data_population_households %>%
+  group_by(eu_q_rank) %>%
+  select(-total_households) %>%
+  summarise(total_adult_eq = sum(total_adult_eq),
+            total_population = sum(total_population)) %>%
+  pivot_longer(cols = -eu_q_rank, names_to = "indicator", values_to="value") %>%
+  ggplot(aes(x=factor(eu_q_rank), y=value)) +
+  geom_col() +
+  facet_wrap(~indicator, scales="free_y") +
+  theme_ipsum()
+
+
+#eu_ntile_name = pdat_country_summary_by_eu_ntile %>%
+#  ungroup() %>%
+#  select(eu_q_rank, eu_ntile_name) %>%
+#  unique() %>%
+#  arrange(eu_q_rank)
+
+```
+
+
 ## Alternative method
 
 Our methodology used for the main paper, and explained in the sections above, keeps the production sector shares of EE-MRIO household final demand expenditure (and subsequently the footprint) the same as they are found in the original EE-MRIO household final demand expenditure when not decomposed by income quantile. The alternative method is to keep the consumption category shares of total HBS expenditure the same as they are found in the HBS. This means taking the total sum of household final demand expenditure from the EE-MRIO and decomposing it first based on the share of each income quantile's consumption expenditure of the total consumption expenditure as found in the HBS, before decomposing into sectors as well using the HBS 'parts per mille' per sector. This leads to a different total footprint than the original EE-MRIO footprint (when not decomposed by income quantile), because a different amount of final demand expenditure in each sector is now multiplied by the same total intensities per sector that are originally calculated in the EE-MRIO.  
diff --git a/analysis/paper/si.docx b/analysis/paper/si.docx
index a2708bad995505f15f7a94bdb58a2b240bd43fe4..7b6a3dd785fa0e401958269df9b3f2c4349b8fb1 100644
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