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Fill in missing eurostat data on domestic aviation energy demand

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Koen van Greevenbroek 2024-03-18 16:16:30 +00:00 committed by Koen van Greevenbroek
parent 09d5ce2512
commit a8454fd830
1 changed files with 11 additions and 0 deletions
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scripts/build_energy_totals.py
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@ -124,6 +124,17 @@ def build_eurostat(input_eurostat, countries, nprocesses=1, disable_progressbar=
)
df = pd.concat([temp, df.loc[~int_avia]])
# Fill in missing data on "Domestic aviation" for each country.
domestic_avia = df.index.get_level_values(4) == "Domestic aviation"
for country in countries:
slicer = idx[country, :, :, :, "Domestic aviation"]
# For the Total and Fossil energy columns, fill in zeros with
# the closest non-zero value in the year index.
for col in ["Total", "Fossil energy"]:
df.loc[slicer, col] = (
df.loc[slicer, col].replace(0.0, np.nan).ffill().bfill()
)
# Renaming some indices
index_rename = {
"Households": "Residential",