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Bollywood is one of the largest film-producing industries with a largeworldwide audience. In this paper, we will try to find the most important starsin the era of 1990 to 2014, as well as try to use social network analysismethods and metrics to analyze the role of blood connections in gettingopportunities in the industry. We created the actor relationship data of around1000 debutants using OpenAI API and used a novel approach "Effective Influence"to study the effect of having a blood-related established actor inside theindustry. We found that on an average every actor/director or actor/actor pairis reachable by a path of length at most 4 and a correlation of 0.6 indicatingthe advantage of having a blood connection inside the network in getting a goodco-cast in the debut film.

Analysis of Nepotism in Bollywood using Personalized PageRank and Effective Influence