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Is it pink? If yes, then there you go. If not -
Does it have any feminine extensions, perhaps an attached mirror or a heart sticker glued on - then there you go.
See text messages - do they have a lot of "Aww", "Cute", {other feminine adjectives here}? - then there you go.
See if it has any feminine apps (CandyCrush, the one with a jumping unicorn, etc) installed - then there you go.
These distinctions should suffice the purpose. 
You have just been Sharapova'd.
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What if it's a male that acts in a stereotypical gay way. Recently I've met a lot of people who acts like they where straight out of some tv show. 
I think this is the way to guess the gender of the owner with a high probability of success but we have to consider these edge cases.
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What kind of TV shows do you watch? 
You have just been Sharapova'd.
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candy crush is addicting :x
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Does the name start with an i?
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Look at the case - if it's predominantly pink, or has pictures of kittens, kids or other cute animals, it is likely to belong to a lady
=========================================================
I'm an optoholic - my glass is always half full of vodka.
=========================================================
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Just see the photo albums.. and use this formula
Number of selfie pic of woman > Man = Lady's phone
cheers,
Super
------------------------------------------
Too much of good is bad,mix some evil in it
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If I may tweak your algorithm a bit the gender ratio (gr) can be defined as such
gr = (df \ dp)
the more the gr exceeds 200 the more you can be sure the owner is female, the more the gr drops below 0.2 the more sure you can be the owner is male. In the gr equation "df" is the number of "Duck Face" selfies in the gallery and "dp" is the number of dick pics.
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"dp" is the number of what? 
You have just been Sharapova'd.
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Your formula is more accurate but advanced  . Mine is catered to lowest common denominator
cheers,
Super
------------------------------------------
Too much of good is bad,mix some evil in it
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If it is an iPhone then it is owned by a woman, a homosexual, or a celebrity.
Easiest way, check the browser / twitter history for images of gentleman's literature.
Some men are born mediocre, some men achieve mediocrity, and some men have mediocrity thrust upon them.
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So... you are stalking someone and you still don't know if it's a guy or a girl... um.... 
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I am curious as to where you're seeing all these phones that are owned by someones but are not currently in their possession (since the person holding the thing would presumably be a bit of a giveaway)? Are you fencing stolen phones? Got a job in Lost and Found? What?
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By the apps? Does it have Facebook, Candy Crush, etc. ?
Additionally, is it secured?
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Check the whatsapp received images - a higher number of topless women would indicate that it's a man's phone.
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What if she's an admin for this whatsapp group called "Lgbt" 
Starting to think people post kid pics in their profiles because that was the last time they were cute - Jeremy.
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You could ask them instead of being a creep about it. Seriously man, that's not right. If you know the person you'll know. If you don't then what's the point? Stalking?
Jeremy Falcon
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Surely it's so simple - real men have android, girls have iphone 
Garry Lowther
CEO and Founder
TriSys Business Software
Cambridge, England
www.trisys.co.uk
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You got it
To alcohol! The cause of, and solution to, all of life's problems - Homer Simpson
Our heads are round so our thoughts can change direction - Francis Picabia
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Jeremy Falcon
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Damnit Jeremey! You just strained the brotherhood of real-men. We don't do stalking , do we? That's a long process. We get laid in simple steps.
And this is just an imaginary puzzle to see what people think about Men owning a smartphone & Women owning a smartphone. 
Starting to think people post kid pics in their profiles because that was the last time they were cute - Jeremy.
modified 21-Oct-15 9:14am.
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Simple, look at the lock screen background image.
- Guys: Leave the stock background image or put things men like, like a sports car.
- Girls: Put a selfie picture, or other girly stuff.
To alcohol! The cause of, and solution to, all of life's problems - Homer Simpson
Our heads are round so our thoughts can change direction - Francis Picabia
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Count the number of apps that come pre-installed. Subtract it from the total apps on the phone. If it is less than 10, you know it is a lady's phone.
"Program testing can be used to show the presence of bugs, but never to show their absence."
<< please vote!! >></div>
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Depends on the woman, but in my experience many women's smart phones have a makeup laced cheek print on the screen.
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Is the wallpaper a kitten? = LadyPhone
Psychosis at 10
Film at 11
Those who do not remember the past, are doomed to repeat it.
Those who do not remember the past, cannot build upon it.
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