koodiklinikka/palkkakysely
1
0
Fork 0
mirror of https://github.com/koodiklinikka/palkkakysely.git synced 2026-02-24 09:56:26 +00:00
Code Issues Packages Projects Releases Wiki Activity

Apply some data fixes

Browse Source
This commit is contained in:
Aarni Koskela
2022-10-10 12:07:48 +03:00
parent 938e37c720
commit 335cf15064
2 changed files with 4 additions and 2 deletions
Download Patch File Download Diff File Expand all files Collapse all files

4
pulkka/data_ingest.py
View File

@@ -106,8 +106,10 @@ def read_data() -> pd.DataFrame:
# Fill in Vuositulot as 12.5 * Kk-tulot if empty
df["Vuositulot"] = df.apply(map_vuositulot, axis=1)
# Fudge a single known outlier
# Fudge some known outliers
df.loc[df.Vuositulot == 912500, 'Vuositulot'] = 91250
df.loc[df.Kuukausipalkka == 87000, 'Kuukausipalkka'] = 7250
# Synthesize kk-tulot from Vuositulot
df["Kk-tulot"] = pd.to_numeric(df["Vuositulot"], errors="coerce") / 12