From f891c0b80d2bdb693131cbad3ab60baa8dabae70 Mon Sep 17 00:00:00 2001 From: Aarni Koskela Date: Fri, 19 Feb 2021 16:27:31 +0200 Subject: [PATCH] =?UTF-8?q?Clip=20ty=C3=B6aika=20to=200..1?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- data_ingest.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/data_ingest.py b/data_ingest.py index 9e69720..5ae4db7 100644 --- a/data_ingest.py +++ b/data_ingest.py @@ -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)