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Sale:
https://marketplace.tf/items/30958;5;u35/Smoking%20Puffy%20Polar%20Cap
Sold for $19.99
Keys at $1.99: https://marketplace.tf/items/5021;6/Mann%20Co.%20Supply%20Crate%20Key
19.99/1.99 = 10 keys
There are at least three other sales that should be considered.
Sold for Australium Ambassador (9.7-10 keys)
https://backpack.tf/profiles/76561198378506782#!/compare/1520640000/1521158400
The other sales dont add up
https://backpack.tf/profiles/76561198432876185#!/compare/1519776000/1520640000
https://backpack.tf/profiles/76561198378506782#!/compare/1519948800/1520035200
Sold for unclear amount.
https://backpack.tf/profiles/76561198378506782#!/compare/1520640000/1521158400
https://backpack.tf/profiles/76561198315588518#!/compare/1521072000/1521158400
It looks like it sold for some amount of pure keys, not the Ambassodor. The Amby probably was bought with the keys from the trade, so check the key history of those.
Final say is also untraceable.
Probably find how many keys the Amby sold for that come from the trading bot.
https://backpack.tf/profiles/76561198000483525#!/compare/1524614400/1524700800 another sale at 10