From 496541e477d9832426f3c6b04808d89f6ec1a8b6 Mon Sep 17 00:00:00 2001
From: Aarni Koskela <akx@iki.fi>
Date: Fri, 19 Feb 2021 16:27:58 +0200
Subject: [PATCH] Use forcibly numeric money for profile report

---
 data_ingest.py        | 6 ++++++
 generate_profiling.py | 3 ++-
 2 files changed, 8 insertions(+), 1 deletion(-)

diff --git a/data_ingest.py b/data_ingest.py
index 5ae4db7..9cf7da5 100644
--- a/data_ingest.py
+++ b/data_ingest.py
@@ -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)
diff --git a/generate_profiling.py b/generate_profiling.py
index 406dcaa..a751276 100644
--- a/generate_profiling.py
+++ b/generate_profiling.py
@@ -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")