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Sanskar

Keen Learner and Exp...ย โ€ขย 24d

Day 3 of learning Data Science as a beginner. Topic: "people you may know" Since I have already cleaned and processed the data its time for me to go one step further and tried to understand the connection between data and create a suggestions list of people you may know. For this I first started with logic building like what I want the program to do exactly I wanted it to first check the friends of a user and then check their friends as well for example suppose a user A who has friend B and B is friends with C and D now its high chances that A might also know C and D and if A is having another friend say E and E is friend with D then the chances of A knowing D and vice-a-versa increases significantly. That's how the people you may know work. I also wanted it to check whether D is a direct friend of A or not and if not then add D in the suggestion of people you may know. I also wanted the program to increase the weightage of D if he is also the mutual friend of many others who are direct friends of A. Using this same idea I created a python script which is able to do so. I am open for suggestions and recommendations as well. Here's my code and its result.

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