Mining and Analyzing LinkedIn Data
Apply Data Science and Artificial Intelligence techniques to extract and analyze your LinkedIn network
4.56 (67 reviews)
1 143
students
6.5 hours
content
Apr 2023
last update
$13.99
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What you will learn
Extract data from your LinkedIn profile using the LinkedIn API and .csv files
Extract and analyze the connections between users, invitations, and text messages
Generate fake usernames to mask real information
Explore and view data related to your contacts' companies and job titles
Use edit Levenshtein distance, n-gram similarity and Jaccard distance to measure similarity between strings
Cluster contacts based on similarity between positions, as well as generate HTML views to improve data presentation
Use location APIs to extract latitude and longitude of contacts, in order to capture the city and country of lives
View the location of contacts dynamically with Google Earth and the Basemap library
Cluster contacts using the k-means algorithm
Apply natural language processing techniques to analyze your LinkedIn text messages
Generate word cloud to view the most frequent terms
Extract name entities from text messages
Create a sentiment classifier to extract the polarity of the LinkedIn text messages
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Related Topics
4509258
udemy ID
22/01/2022
course created date
03/02/2022
course indexed date
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