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Clean up oy/oyj

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Aarni Koskela
2021-02-26 12:19:19 +02:00
parent acf8e4bf21
commit 65e3480a78
1 changed files with 3 additions and 0 deletions
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data_ingest.py
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@@ -82,6 +82,9 @@ def read_data() -> pd.DataFrame:
df["Kuukausipalkka"] = df["Kuukausipalkka"].apply(map_numberlike)
df["Vuositulot"] = df["Vuositulot"].apply(map_numberlike)
# Remove Oy, Oyj, etc. from work places
df["Työpaikka"] = df["Työpaikka"].replace(re.compile(r"\s+oy|oyj$", flags=re.I), "")
# Fill in Vuositulot as 12.5 * Kk-tulot if empty
df["Vuositulot"] = df.apply(map_vuositulot, axis=1)