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Clip työaika to 0..1

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Aarni Koskela
2021-02-19 16:27:31 +02:00
parent 3535d14330
commit f891c0b80d
1 changed files with 2 additions and 0 deletions
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2
data_ingest.py
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@@ -72,6 +72,8 @@ def read_data() -> pd.DataFrame:
df["Kaupunki"] = df["Kaupunki"].astype("category")
df["Sukupuoli"] = df["Sukupuoli"].apply(map_sukupuoli).astype("category")
df["Ikä"] = df["Ikä"].apply(map_ika).astype("category")
# Turn työaika into 0% - 100%
df["Työaika"] = pd.to_numeric(df["Työaika"], errors="coerce").clip(0, 1)
df["Etä"] = df["Etä"].map(ETATYO_MAP).astype("category")
df["Kilpailukykyinen"].replace({"Kyllä": True, "Ei": False}, inplace=True)