to choose from, or you're camera shy and seriously dreading taking some dating profile-friendly photos — it can be quite the process if you're serious about putting your best face forward online.

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Hinge released a Profile Picture Report that reveals exactly which kinds of pictures will be a guaranteed hit (or miss) on dating profiles.

Hinge data scientists assigned 35 unique photo tags (like: hair up versus hair down) to a random sampling of a thousand photos, then they analyzed how often the photos were liked by other users.“Since Hinge profiles are designed to show off our Members’ personalities, we want to help them put their best foot forward with their photos,” Hinge spokesperson Jean-Marie Mc Grath tells Bustle.

Hinge found that showing your smile in photos makes them 23 percent more likely to be liked, so stop hiding your pearly whites (especially if your parents shelled out tons of cash for orthodontia).

Even though Hinge found that only three percent of users' photos were black and white, those that were 106 times more likely to receive a like than photos in color.

Men were 11 percent more likely to receive a like if they were standing on their own in their photo.

Whether you're taking a break from your dating apps for Bustle's App-less April or going full steam ahead with your online dating, it's always helpful to have a guide on what pictures are most effective.

Maybe it's time to get old-fashioned with our dating profiles?

Although 80 percent of Hinge users' shots were posed, the data reveals that candid photos are 15 percent more likely to receive a like.

But in the online dating world, sometimes a picture is all you have to go by! Picking out photos to use can feel like a lot of pressure, especially if you’re someone who likes to avoid the camera. Major online dating companies regularly complete large-scale surveys to figure out exactly what potential matches find attractive.