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Use forcibly numeric money for profile report

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This commit is contained in:
Aarni Koskela
2021-02-19 16:27:58 +02:00
parent f891c0b80d
commit 496541e477
2 changed files with 8 additions and 1 deletions
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6
data_ingest.py
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@@ -87,6 +87,12 @@ def read_data() -> pd.DataFrame:
return df
def force_tulot_numeric(df):
df["Kuukausipalkka"] = pd.to_numeric(df["Kuukausipalkka"], errors="coerce")
df["Vuositulot"] = pd.to_numeric(df["Vuositulot"], errors="coerce")
return df
def main():
pd.set_option("display.max_column", None)
pd.set_option("display.max_rows", None)

3
generate_profiling.py
View File

@@ -1,9 +1,10 @@
from data_ingest import read_data
from data_ingest import read_data, force_tulot_numeric
from pandas_profiling import ProfileReport
def main():
df = read_data()
df = force_tulot_numeric(df)
profile = ProfileReport(df)
profile.to_file("out/profiling_report.html")