Want sweet deals? After all, we need data before we can go about analyzing it! The main goal for any data analyst is to gain useful insights from large quantities of information. Explains how to format data as timestamps, modify it more efficiently with lambda functions, and resample it temporally in pandas. So many of our interactions and our behavior are now captured on social media platforms. Learn more about the project or contribute your work. Explains the ethical considerations of scraping websites and walks you through the process of writing a scraper for a Wikipedia page. OpenNews connects a network of developers, designers, journalists, and editors to collaborate on open technologies and processes within journalism. Chapter 11: Where to Go from Here, View the detailed Table of Contents Find many great new & used options and get the best deals for Mining Social Media : Finding Great Stories in Internet Data by Lam Thuy Vo (2019, Hardcover) at the best online prices at eBay! There are no products in your shopping cart. Chapter 5: Scraping a Live Site, Chapter 6: Introduction to Data Analysis Lam Thuy Vo is a senior reporter at BuzzFeed News. Defines scraping and describes how to inspect HTML to structure content from web pages into data. 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. Chapter 10: Measuring the Twitter Activity of Political Actors Big data is undoubtedly a twenty-first century phenomenon, which generates interesting outcomes when it collides with another marvel of this century: social media. Sign up for our newsletter. 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, Apply what you’ve learned to research topics on your own. Today we’re featuring an excerpt from Mining Social Media: Finding Stories in Internet Data by Lam Thuy Vo, which is being released this week and is available for purchase. But from swipes to clicks to status updates, our online lives are being captured by social media companies and used to fill some of the largest data servers in the world. Chapter 10: Measuring the Twitter Activity of Political Actors. Builds on the previous chapter to show you how to modify data, filter data, and run basic aggregation using functions in pandas. Then, in the later chapters, you’ll learn about the tools necessary to process, explore, and analyze the data we’ve mined. This book offers a beginner-friendly introduction to this kind of data analysis. The chapters of this book are structured to follow the journey of a data sleuth. Explores how visualization tools—like making charts within Google Sheets and using conditional formatting to highlight data variations—can help us better understand our data. 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. She has reported for The Wall Street Journal, Al Jazeera America, and NPR’s Planet Money, telling economic stories across the US and throughout Asia. Given the huge role of social media, the internet, and technology in all of our lives, this book aims to explore them in an accessible and straightforward way. What can Facebook and Reddit archives tell us about human behavior? Mining Social Media . Coding is more than just a way to build a bot or an app: it’s a way to satisfy your curiosity in a world that is increasingly dependent on technology. This book is written for people who have little to no previous programming experience. OpenNews believes that a community of peers working, learning, and solving problems together can create a stronger, more responsive journalism ecosystem. If we wanted to determine the popularity of a Facebook post, would we measure that in number of reactions (likes, hahas, wows, and so forth), the number of comments it received, or a combination of both metrics? Next on Source: A Q&A with Lam Thuy Vo about the book and data analysis for social media.
2020 mining social media: finding stories in internet data pdf