Browse Library
Sign In Start Free Trial
Close icon Search icon
Account
Browse Library Sign In Start Free Trial

Add to playlist

Create a Playlist

Modal Close icon
You need to login to use this feature.
  • Book Overview & Buying Mastering Social Media Mining with Python
  • Table Of Contents Toc
Mastering Social Media Mining with Python

Mastering Social Media Mining with Python

By : Bonzanini
4.7 (6)
Buy this Book
close
close
Mastering Social Media Mining with Python

Mastering Social Media Mining with Python

4.7 (6)
By: Bonzanini
Buy this Book

Overview of this book

Your social media is filled with a wealth of hidden data – unlock it with the power of Python. Transform your understanding of your clients and customers when you use Python to solve the problems of understanding consumer behavior and turning raw data into actionable customer insights. This book will help you acquire and analyze data from leading social media sites. It will show you how to employ scientific Python tools to mine popular social websites such as Facebook, Twitter, Quora, and more. Explore the Python libraries used for social media mining, and get the tips, tricks, and insider insight you need to make the most of them. Discover how to develop data mining tools that use a social media API, and how to create your own data analysis projects using Python for clear insight from your social data.
Table of Contents (10 chapters)
close
close
close
Preface
Icon
Preface
Icon
What this book covers
Icon
What you need for this book
Icon
Who this book is for
Icon
Conventions
Icon
Reader feedback
Icon
Customer support
Lock Free Chapter
1
1. Social Media, Social Data, and Python
Icon
1. Social Media, Social Data, and Python
Icon
Getting started
Icon
Social media - challenges and opportunities
Icon
Python tools for data science
Icon
Processing data in Python
Icon
Building complex data pipelines
Icon
Summary
2
2. #MiningTwitter – Hashtags, Topics, and Time Series
Icon
2. #MiningTwitter – Hashtags, Topics, and Time Series
Icon
Getting started
Icon
The Twitter API
Icon
Collecting data from Twitter
Icon
Analyzing tweets - entity analysis
Icon
Analyzing tweets - text analysis
Icon
Analyzing tweets - time series analysis
Icon
Summary
3
3. Users, Followers, and Communities on Twitter
Icon
3. Users, Followers, and Communities on Twitter
Icon
Users, friends, and followers
Icon
Mining your followers
Icon
Mining the conversation
Icon
Plotting tweets on a map
Icon
Summary
4
4. Posts, Pages, and User Interactions on Facebook
Icon
4. Posts, Pages, and User Interactions on Facebook
Icon
The Facebook Graph API
Icon
Mining your posts
Icon
Mining Facebook Pages
Icon
Summary
5
5. Topic Analysis on Google+
Icon
5. Topic Analysis on Google+
Icon
Getting started with the Google+ API
Icon
Embedding the search results in a web GUI
Icon
Notes and activities from a Google+ page
Icon
Text analysis and TF-IDF on notes
Icon
Summary
6
6. Questions and Answers on Stack Exchange
Icon
6. Questions and Answers on Stack Exchange
Icon
Questions and answers
Icon
Getting started with the Stack Exchange API
Icon
Working with Stack Exchange data dumps
Icon
Text classification for question tags
Icon
Summary
7
7. Blogs, RSS, Wikipedia, and Natural Language Processing
Icon
7. Blogs, RSS, Wikipedia, and Natural Language Processing
Icon
Blogs and NLP
Icon
Getting data from blogs and websites
Icon
NLP Basics
Icon
Summary
8
8. Mining All the Data!
chevron up
Icon
8. Mining All the Data!
Icon
Many social APIs
Icon
Mining videos on YouTube
Icon
Mining open source software on GitHub
Icon
Mining local businesses on Yelp
Icon
Building a custom Python client
Icon
Summary
9
9. Linked Data and the Semantic Web
Icon
9. Linked Data and the Semantic Web
Icon
A Web of Data
Icon
Mining relations from DBpedia
Icon
Mining geo coordinates
Icon
Summary

Mining open source software on GitHub

GitHub (https://github.com) is a hosting service for Git repositories. While private repositories are one of the key features for paying plans, the service is well known for hosting many open source services. On top of the source control management functionalities of Git, GitHub offers a bunch of features that make the management of an open source project easier (for example, bug tracking, wikis, feature requests, and so on).

Tip

Source control management software

A source control system (also known as version control or revision control) is one of the most important tools in software management as it keeps track of how the software under development is evolving. This aspect is often neglected by novice or solo developers, but it is crucial when working on complex projects, either in a team or independently. Among the advantages, there's the possibility of rolling back an undesirable change (for example, storing and restoring different versions of the...

Visually different images
CONTINUE READING
83
Tech Concepts
36
Programming languages
73
Tech Tools
Icon Unlimited access to the largest independent learning library in tech of over 8,000 expert-authored tech books and videos.
Icon Innovative learning tools, including AI book assistants, code context explainers, and text-to-speech.
Icon 50+ new titles added per month and exclusive early access to books as they are being written.
Mastering Social Media Mining with Python
End of Section 8
Next Section
notes
bookmark Notes and Bookmarks search Search in title playlist Add to playlist font-size Font size

Change the font size

margin-width Margin width

Change margin width

day-mode Day/Sepia/Night Modes

Change background colour

Close icon Search
Country selected
Close icon Your notes and bookmarks

Confirmation

Modal Close icon
claim successful
Order Page Read Now

Buy this book with your credits?

Modal Close icon
Are you sure you want to buy this book with one of your credits?
Close
YES, BUY

Submit Your Feedback

Modal Close icon
Modal Close icon
Modal Close icon