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Abstract
The users participate in Online Social networking by and large voluntarily for reaping its benefits although it is not free from various threats, issues and problems. A large number of online social communities engaged in sharing of information for their community particularly that we can find over the Internet. The qualitative analysis exposed a wide variety of Positives and Negatives associated with participation with online social networking. These positives and negatives are the co-occurring themes of participation in online social communities. A clustering approach is used for the qualitative analysis as described in this paper.