Estimate the number of groups on Facebook
Help me solve this guesstimate
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Clarification
When you say each person is part of some group Im assuming you're referring to the possibility but not that as a fact, so I'd like to correct the scope of the problem to how many FB groups are there assuming each person can belong to a potential group.
Also the goal here is to count the number of groups, it may or may not have members/we are not concerned with how many members exist on FB.
When we say groups you want total groups that exist, we aren't concern with active or inactive status of the group
- Let me spend a minute on groups, a group has 2 major components: Creator and consumer
- The creator is usually the admin as well and a group can have multiple admins
- A group creator can create multiple groups
- usually the creator - consumer ratio is 1%
- so I can assume 1% of users are creators however that applies to posts, I think in case groups this number would be similar
- I'll take 1% as that number
- Groups once created continue to exist,a creator may create 1 group per year for 2 years and hence actually contribute 2 groups, we need to account for this
- We can account for this by factoring in group ownership rate
- So total number of groups = number of creators x average groups per group creator which looks something like
- Number of creators = 1% of 2.6 billion or 2600 million = 26 Million
Creator type | Frequency + weight avg per creator | Share | groups created( Millions) | Comments |
one timer | once in lifetime | 50% | 13 Million | Highest share |
Low frequency creator | 2- 4 groups per creator 2.5 groups/creator | 20% | 13 million | |
Medium frequency creator | 5- 10 groups per creator 6 groups/creator | 10% | 15.6 Million | |
High frequency creator | 10 to 20 groups per creator 13 groups per creator | 8% | ~27 Million | |
Very high frequency creator | 20+ groups per creator 25 per creator | 2% | 13 million |
That totals upto 81.6 Million groups, at first glance that seems a bit low - I think I have undersestiamted the creation rate since a person has a lifetime to create a group so i need to factor that in and 1% applies to a yearly rate so given the decade+ existence of FB group creators would 4-5x of the 1% rate over that period so I'll take a 4x multiplier and thats about 326 million
however some of created groups would also be deleted during the period, assuming that number to be about about 10% so that would be about 295 million groups
Interviewer: Sure. I don't see anything wrong with that approach.
I: Ok great. And I assume we are not attemping to wnat to narrow it down to groups created using what device such as cell phone vs. laptop vs desktop vs tablet. Correct?
I: True. Ok, India's population is 1.3 billion.
Let's assume 30% of India's population doesn't have internet access considering it being a developing country infrastrucutre is still poor in many parts and poverty level in india. So that brings us to 910 million with internet access.
Out of those, 20% are little kids, 20% are old people and rest 60% are youngsters and young adults. Those 40% are not likely to have FB account so let's exclude those. That means those other 60% who could have FB accounts = 546 million. From those 546 million, let's assume there are about 20% who don't have FB account due to people being concered about privacy so much. So 80% who would have a FB account = 436.8 million.
I think it's safe to assume that there are about 40% who don't use FB though they have FB account. That means 60% = 262 million.
So that's about 105.5 million groups.
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