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in this tutorial we will go back into the project which produced our clean contacts output and we will edit and add a few more project steps we will add an additional month of contact records and perform a lookup to combine our contacts data with third party information we will apply these steps and make other changes in order to produce a clean and complete set of data which meets the business needs of the marketing team lets now return to the data library here we see the clean contacts answer set we created in the previous tutorial lets reenter the source project which produced this answer set so we can make some changes and updates based on the new requests and we can republish the contacts data for use in a dashboard the first request is to include additional contact records from the month of October the marketing team has indicated that this data can be found in our shared s3 repository so lets perform an append now and we can import the October records on-the-fly to import a