Can you provide an overview of the steps involved in a typical data analysis process, from obtaining the data to communicating the results?

Interview question asked to Data Scientists interviewing at Samsara, HubSpot, Nuro and others: Can you provide an overview of the steps involved in a typical data analysis process, from obtaining the data to communicating the results?.