Introduction This is my third time collecting tweets for a Canadian Federal Election, and will most likely be last. The changes to the Twitter API including the Academic Research product track, twarc2, and great Documenting the Now Slack have considerbly lowered the barrier to collecting and analyizing Twitter data. I’m proud of the work I’ve done over the last seven years collecting and analyizing tweets. I hope it provided a solid implementation pattern for others to be build on in the future!