You are what you tweet: Researchers predict users’ gender with 92% accuracy

How often do you think about what you are telling the world about yourself when you post an update to your social media profiles? Well, it turns out that you are being studied, whether you know it or not. Earlier this fall, PLOSone published a study that aimed to link the vocabulary netizens use with their age, gender, and select personality traits. The unique twist on this study was the methodology. Instead of using known word correlations to base their analysis on, they adopted an open vocabulary approach in an attempt to “find connections that are not captured with traditional closed-vocabulary word-category analyses”.

The use of the open vocabulary approach yielded some interesting results:

1. Men are much more likely to use profanity and talk about gaming while women seem to be much more positive and upbeat. *The size of the word in the word clouds below indicates the strength of the correlation; color indicates relative frequency of usage. Underscores (_) connect words of multi-word phrases.

MenvsWomen

 

2. Your age can be determined based on whether you talk about school, work or family.

Age

 

3. Extroverts like to party, introverts like the internet, neurotics use angry and depressed language, and the emotional stable like….basketball?

PersonalityTraits

 

4. Finally, the people in your social media networks who’s updates are negative, profanity-filled, and often tiresome, may rank low on the agreeableness, openness, and conscientiousness scale.

Agreeable

Beyond simply being “interesting”, these correlations will further help communicators and marketers get their message in front of the right audience – You need to know where your audience “lives” before you can influence them. Be sure to check out the full study “Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach” for the complete methodology and findings.

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