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Does duplicate data present in dataset affect customer AI model predictions?

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I am using a event type dataset for customer AI instance which has a daily data ingest frequency and hence contains duplicate rows of data with latest timestamp. So, will the duplicate records affect my model predictions? 

 

(Judging from the influential factors, I do think the results might be influenced by duplicate records)

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