How to find the number of null contain in dataframe?

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May 3 in Apache Spark by anonymous
• 120 points

edited May 3 by Omkar 308 views

1 answer to this question.

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Hey there!

You can use the select method of the dataframe to filter out the values.

df.select([count(when(isnull(c), c)).alias(c) for c in df.columns]).show()

This will display a table with column names and the number of Null values in each column.

If you want to check Null values for a column, then you can use the below code:

df.where(df.col("<Enter column name here>").isNull).count()
answered May 3 by Omkar
• 68,480 points

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