ดูว่าเป็นคอลัมน์ไม่ใช่ทั้ง nan

รหัสตัวอย่าง

4
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เพื่อตรวจหาข้อมูลเฟรมมีค่า nan

df.isnull().sum().sum()
5
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ค้นหาทุก nan คอลัมน์ pandas

nan_cols = [i for i in df.columns if df[i].isnull().any()]
print("No. of columns containing null values")
print(len(df.columns[df.isna().any()]))

print("No. of columns not containing null values")
print(len(df.columns[df.notna().all()]))

print("Total no. of columns in the dataframe")
print(len(df.columns))

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