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Hey Abhijeet, I work on the ranking related stuff on Commonlounge. Although I see the educational value of ranking algorithms used in industry, I don't see us making our ranking algorithms public mainly because we don't want people to try and game it.
Regarding, replies unrelated to the original discuss...
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No, not anymore! We have opened up signing up with email - but you won't be able to start a discussion or leave a reply till we manually approve you for contribution. Sign up with facebook or connect your existing email based account from Settings page so that we can verify your identity and you can participate in the discussions right away. We require access to only your public profile, and you always have the option to not reveal anything more than you are comfortable with.
What all information will others be able to see when I sign up with Facebook?
Other members would be able to see your name and pro...
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Every reply within a discussion on Commonlounge is associated with a Tag that helps us sort replies into different buckets. You can also filter all replies of a discussion by a particular tag. This makes it easier for you to get to a particular aspect of a discussion - which is really helpful as a discussion grows in size. Also, the summary view surfaces top replies within popular tags so that you can get a quick overview of the discussion. You can see it in action here: Monthly Feedback Discussion (Sep '16). This was our first monthly feedback discussion - you can see the various tags associated with every post, a quick way to get to a particular aspect of the discussion, as well as a short summary of what was discussed when you first get to it.