Missing data is reported and cleaned

This commit is contained in:
Drew Giffin
2025-10-19 13:41:30 -04:00
parent b894a39ba6
commit 37ce10f128
+9
View File
@@ -5,6 +5,7 @@ data_path = "student_lifestyle_dataset.csv"
def main():
df = load_data()
inspect_data(df)
df_clean = clean_data(df)
def load_data():
df = pd.read_csv(data_path, encoding="ascii", delimiter=",")
@@ -23,4 +24,12 @@ def inspect_data(df):
print(df.describe(include="all"))
print("\n")
def clean_data(df):
print("Missing values:")
print(df.isnull().sum())
print("\n")
df_clean = df.dropna(inplace=False)
return df_clean
main()