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Hereamp;#39;s my solution for the exercise of sending out an email with an attachment to each of the contacts 1 in the contacts.csv file. After inserting my passwords in secret in a repl, 2 then I log in with yagmail in here, create a pandas data frame and then iterate over that frame. 3 so over contacts.csv, you see that 4 Iamp;#39;m grabbing the receiver email in here. 5 And inserting vets in this place holder in the f string, and the amount is also here. 6 So since amount is part of the csv in here, so that, that and that. 7 We have access to that column value as well. 8 And lastly, as you can see, this content is a list so it has also another 9 item, so it has this string. 10 And 11 this string which comes from the data frame. 12 So this will be replaced by bill-1 in the first iteration, bill-2 in the second iteration, 13 bill-3. 14 So for each of the rows, we will get that. 15 I hope that is completely clear and this works pretty well for me. 16 Thank you.