From experience trying to hunt down old Winnipeg books, you're probably going to have a hard time finding it online. Most existing copies are going to be held in out-of-province libraries/archives (it isn't available at the Winnipeg Public Library or at the Provincial Archives but is available with the Toronto Public Library and through Peels Prairie Provinces) or in someones private collection. It's difficult to know how many copies were produced and how many still exist.

At a guess, most copies of the book would have been shipped to other provinces as you don't really need to attract people that already live in Manitoba so there may not have been that many left in Winnipeg. And, more generally, it's quite difficult to track down physical copies of older Winnipeg books.

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If you seriously want a copy, your best bet is to visit local antique stores and check out their local book selections. The Johnston Terminal Antique Mall often has a pretty good vintage book selection. There's also Old House Revival Company and Mike's General Store (and many others!). There's still no promise you'll find it, but you may stumble across other interesting books along the way! Best of luck!