9781593279172, Related ISBNs: 1593279167, 1593279175, 9781593279165, 9781593279172
Number of pages:
Synopsis: BuzzFeed News Senior Reporter Lam Thuy Vo explains how to mine, process, and analyze data from the social web in meaningful ways with the Python programming language.
Did fake Twitter accounts help sway a presidential election? What can Facebook and Reddit archives tell us about human behavior? In Mining Social Media, senior BuzzFeed reporter Lam Thuy Vo shows you how to use Python and key data analysis tools to find the stories buried in social media.
Whether you're a professional journalist, an academic researcher, or a citizen investigator, you'll learn how to use technical tools to collect and analyze data from social media sources to build compelling, data-driven stories.
Learn how to: • Write Python scripts and use APIs to gather data from the social web • Download data archives and dig through them for insights • Inspect HTML downloaded from websites for useful content • Format, aggregate, sort, and filter your collected data using Google Sheets • Create data visualizations to illustrate your discoveries • Perform advanced data analysis using Python, Jupyter Notebooks, and the pandas library • Apply what you've learned to research topics on your own
Social media is filled with thousands of hidden stories just waiting to be told. Learn to use the data-sleuthing tools that professionals use to write your own data-driven stories.
LightSail includes up to 6,000 high interest, LexileⓇ aligned book titles with every student subscription. Other titles are available for individual purchase.
Watch the power of
Lightsail in action
SUPPORT GROWING READERS
Immediately Engage Students
Simple intuitive design has classrooms reading within minutes.
Exponentially Grow Reading Time
Students love the LightSail experience and naturally spend more time reading.
Accelerate Literacy Development
Students reading 25 minutes a day on LightSail are seeing 2+ years of Lexile growth in a single year.
LightSail Education is a comprehensive LexileⓇ and standards-aligned,
literacy platform and digital
library. Including multimodal learning functionality and featuring books from leading publishers,
holistically assesses and nurtures each student on their reading and writing-to-learn journey,
elementary, middle, and high school.