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Missing data patterns and inferences

I'm a data scientist new to Wireshark/networking data. I pulled some fields from a .pcap file and exported them to a .csv. I see many blank fields for some packets. Are there patterns of missingness from which useful inferences can be drawn about the participants in a conversation? What might such patterns be?