how to reduce column values to less numbers in pyspark

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别跟我提以往
别跟我提以往 2021-02-08 13:10

how to reduce column values to less numbers for analysis

In the asignment total distinct values are 3300 in the column, need to be reduced to Top 20 and all remaining as

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