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The Science of Facebook
The science of social networking.




         Dan Zarrella
         Social Media Scientist
Unicorns and
Rainbows
#FBSci




“We’re on the cusp of a new way of
doing social science. Our
predecessors could only dream of
the kind of data we now have.”
-Nicholas Christakis
Gossip and
grooming
#FBSci




Takeaway:

Facilitate existing
relationships.

Via @DanZarrella
Profiles
#FBSci




Takeaway:

People have
profiles, brands
have pages.
Via @DanZarrella
Ambient
Awareness
Performance
#FBSci




Takeaway:
Help your users
look cool.
Via @DanZarrella
Facebook Profile Activity by Age
Women Are Talked to More
More Men Say They’re Single
Women Describe Themselves More
#FBSci



Takeaway:
Know your
audience.
Via @DanZarrella
Pages
Day vs Likes
0.17%




0.17%




0.16%




0.16%




0.15%




0.15%




0.14%
        Sunday   Monday   Tuesday   Wednesday   Thursday   Friday   Saturday
Hour vs Likes
0.19%



0.18%



0.17%



0.16%



0.15%



0.14%



0.13%



0.12%
Buzzwords in Facebook Pages
#FBSci


Takeaway:
Stay away from
buzzwords.
Via @DanZarrella
Facebookers “Like” Food
Most “Liked” Page Types
Least “Liked” Page Types
Takeaway:
Be entertaining.


Via @DanZarrella
Post Type vs Likes
0.30%




0.25%




0.20%




0.15%




0.10%




0.05%




0.00%
        photo        status   video   link
0.00%
              0.05%
                      0.10%
                              0.15%
                                      0.20%
                                              0.25%
 0
30
60
90
120
150
180
210
240
270
300
330
360
390
420
450
480
510
540
570
600
630
                                                      Post Length vs Likes




660
690
720
750
780
Sentiment vs Likes
0.26%


0.24%


0.22%


0.20%


0.18%


0.16%


0.14%


0.12%


0.10%
        -12 -10   -8   -6   -4   -2   0   2   4   6   8   10   12   14   16   18   20   22   24   26
Self Reference vs Likes
0.06%




0.05%




0.04%




0.03%




0.02%




0.01%




0.00%
        1   2   3   4   5   6   7   8   9   10   11   12   13   14   15
Social proof
#FBSci




“We view a behavior as more correct…
to the degree that we see others
performing it”
-Robert Cialdini
Sharing
#FBSci


Takeaway:
Emphasize social
proof.
Via @DanZarrella
Video Sharing
#FBSci


Takeaway:
Videos do better on
Facebook than
Twitter.
Via @DanZarrella
Digits
Linguistic Content
#FBSci


Takeaway:
On Facebook,
sex and positivity
sells.
Via @DanZarrella
Readability
Part of Speech
#FBSci


Takeaway:
Write simply and
Plainly for
Facebook.
Via @DanZarrella
Day of Week
#FBSci


Takeaway:
Weekends are more
Facebook sharing
friendly.
Via @DanZarrella
Most Shareable Words
#FBSci



Gossip is just news
running ahead of itself in a
red satin dress.
-Liz Smith
Least Shareable Words
Meta Mentions
#FBSci


Takeaway:
Think
mainstream.
Via @DanZarrella
Dan Zarrella
@DanZarrella

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