Friday, September 05, 2014

Youtube Search Marketing Algorithm

I continue to be confused and  intrigued by the mysteries of the Youtube search algorithm. How does it decide what to give. Here's some data, lets analse it. I'm going to a blank browser that I'm not logged into.  "home school."

Top Video in youtube search for "home school": What's the Youtube search algorithm doing?
Here's a summary of the top items, can anyone see a pattern? The full results is down below.
8M views, 1 year ago: 701K / month (approx)
55K views, 7 months ago 7.9K / month
806K views, 6 months ago 134K / month
99K views, 1 year ago 8.2K / month
102K views, 1 year ago, 8.5K / month
26K views, 2 days ago,   est at 396K /month (moving up as this number solidifies)
31K views, 10 months ago, 3K / month
77K views, 7 months ago, 11K / month
527K views, 6 months,   88K / month

Theories...

 Who is in the game for relevance? For this, I would have to search the tags, script, title, and so on related to each of the top 20 or so videos.

How do they get to the top of the Youtube search engine?
There's a certain thresh-hold of views per month or day to make the top?
I could do the math on each of these doing a per month view. Does it all have to do with momentum?
The top is determined not by overall history but recent trends?
Is there a random factor? How much does it shift at a given moment, over a week, two, a month?
Does relevance relate to position as part of popularity?  

1 My Home School Routine!
  • by SevenSuperGirls
  • 1 year ago
  • 8,418,692 views
  • 701K / month (using 1 year)
2 13 year old Logan quits school and starts home schooling education system - TED

  • 7889 / month
3 BACK TO SCHOOL! HOMESCHOOL STYLE! 400K SUBS CELEBRATION! | KITTIESMAMA
  • by KittiesMama 
  • 6 months ago
  • 806,738 views
  • 134K / month
4 Homeschool Room Tour Part 1
5 WHY I QUIT PUBLIC SCHOOL... (My Thoughts on Homeschooling) |BACK TO SCHOOL #2|
6 Homeschool, Rainbow Rocks and Doctor Who - Tangents Episode 1
7 Ron Paul, Home Schooling & Glenn Beck Discuss "The School Revolution" Broken Education System
8 Madison's Homeschool Routine

  • 77,004 views
9 Public School vs Homeschool
  • by our2ndlife 
  • 6 months ago
  • 527,440 views
  • 87,906K / month
10 Homeschool Morning Routine
11. Home School - A True Story (Part 1)
12 Public vs. Home School, Does the US Education System Dumb Kids Down or Help them Learn? Truth Talks
13 Video tour of our Homeschool Classroom
14 Our Home School Classroom
  • by Lady T
  • 3 years ago
  • 28,104 views
15 The Whitest Kids U Know - Home School
  • by QASTCAST
  • 4 years ago
  • 981,266 views
  • 20,443 /month
16 Homeschool Room Video Tour - part 1
17 2014-2015 Kindergarten Busy Boys Homeschool curriculum
  • by Erica Arndt
  • 6 months ago
  • 14,393 views
  • 2398 / month
It's now been two months since I posted this so I should do the same search and compare the results.  I'm working from a similar study that I saw done at Learning Today, there was also a homeschool project down by some high schoolers on homeschool literature and how it placed in the search engines . 
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