As an active user on LinkedIn with over 2000 connections, I was curious about the statistics of my network. In particular, I was wondering about these questions:
What are the segments of people in my network?
Do most of the people in my network work in data science related field?
In this project, I go through how I utilized exploratory analysis and data visualizations to answer these questions and gain insights from my own LinkedIn data.
To analyze and visualize my network, the first step is to get my LinkedIn data. All I did is choose which data I wanted to get and download the file.
Here are the first few rows from the Connections.csv file that I've downloaded:
The DataFrame above contains data about the current positions and companies of people in my network as well as when the date I connect to that person.