Field note · March 12, 2025
Retail orders, in one paragraph
Seven thousand e-commerce order lines across four channels and six categories, with a real Q4 seasonality bump, a returns flag, and discounting that varies by channel..
retail-orders in one paragraph, for anyone deciding whether it is worth downloading.
7,000 rows, 12 columns, one row per order line. Seven thousand e-commerce order lines across four channels and six categories, with a real Q4 seasonality bump, a returns flag, and discounting that varies by channel.
Every dataset here is synthetic, which is a deliberate trade. It costs realism and buys three things: we can ship it CC0 with no licence trap, we can bake in the exact quirk a lesson needs, and nobody's real records end up in a tutorial.
Something to try: Build a monthly revenue chart and quantify the Q4 lift. The SQL playground has it loaded already, and the data explorer will profile every column in one pass if you would rather look before you query.
select *
from retail_orders
limit 20;The file is generated from a fixed seed, so the CSV you download today is byte-identical to the one from last year. That matters more than it sounds: it means a lesson can say "row 412 is the interesting one" and still be right in eighteen months.
Download it, break it, keep it. CC0 — no attribution required, no account, no email.