Shopping for cosmetics and beauty supply supplies?

Hoodline crunched the numbers to find the top cosmetics and beauty supply spots around Pittsburgh, using both Yelp data and our own secret sauce to produce a ranked list of where to venture next time you're in the market for cosmetics and beauty supply.

Consumers in the Pittsburgh area historically spend more in December at health and beauty businesses than other months of the year, according to data on local business transactions from Womply, a provider of reputation management services and email marketing for small businesses. Daily spending at Pittsburgh-area health and beauty businesses climbed to $557 per business in December of last year, second only to May with an average of $562, and 13% higher than the average for the rest of the year.

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1. Schiller's Pharmacy & Cosmetique

First on the list is Schiller's Pharmacy & Cosmetique. Located at 811 S. Aiken Ave. in Shadyside, the drugstore and cosmetics and beauty supply spot is the highest-rated spot of its kind in Pittsburgh, boasting five stars out of 16 reviews on Yelp.

2. Una Biologicals

Next, Central Lawrenceville's Una Biologicals, located at 4322 Butler St., is another top choice, with Yelpers giving the cosmetics and beauty supply spot 4.5 stars out of 19 reviews.

3. Panda Supermarket

And finally, Panda Supermarket, an international grocery store and cosmetics spot in Squirrel Hill South, is another go-to, with four stars out of 17 Yelp reviews. Head over to 5846 Forbes Ave. to see for yourself.

This story was created automatically using local business data, then reviewed and augmented by an editor. Click here for more about what we're doing. Got thoughts? Go here to share your feedback.