December 2014
Beginner to intermediate
384 pages
11h 56m
English
Content preview from Web and Network Data Science: Modeling Techniques in Predictive AnalyticsBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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Exhibits
1.1 Analysis of Browser Usage (Python)
1.2 Analysis of Browser Usage (R)
2.1 Website Traffic Analysis (R)
3.1 Extracting and Scraping Web Site Data (Python)
3.2 Extracting and Scraping Web Site Data (R)
3.3 Simple One-Page Web Scraper (Python)
3.4 Crawling and Scraping while Napping (Python)
4.1 Identifying Keywords for Testing Performance in Search (R)
5.1 Competitive Intelligence: Spirit Airlines Financial Dossier (R)
6.1 Defining and Visualizing Simple Networks (Python)
6.2 Defining and Visualizing Simple Networks (R)
6.3 Visualizing Networks—Understanding Organizations (R)
7.1 Network Models and Measures (R)
7.2 Methods of Sampling from Large Networks (R)
8.1 Sentiment Analysis and Classification of Movie Ratings (Python)
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.