Mining Social Media

Mining Social Media pdf epub mobi txt 电子书 下载 2025

出版者:No Starch Press
作者:Lam Thuy Vo
出品人:
页数:208
译者:
出版时间:2019-11-5
价格:USD 29.95
装帧:Paperback
isbn号码:9781593279165
丛书系列:
图书标签:
  • 计算机
  • 软件工程
  • 计算机科学
  • 社交网络
  • Python
  • NLP
  • 2019
  • 社交媒体
  • 数据分析
  • 网络挖掘
  • 用户行为
  • 信息提取
  • 机器学习
  • 文本挖掘
  • 社交媒体研究
  • 大数据
  • 智能推荐
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具体描述

Digging Social Media Data will show you the kind of data that can be mined on the social web, the insights that can be gained from it, and the limitations of its scope. You'll learn how to find out what kind of data is available on popular social media juggernauts like Facebook and Twitter and how to recognize the value of what is measured.

Practical exercises interweave with conceptual lessons that cover ways to use Python to extract data from social media sources, analyze it, and make sense of it visually. You'll learn how to write a script that taps into an API, how to scrape data from websites, and even how to make sense of emoji usage in your data.

作者简介

Lam Thuy Vo is a Senior Reporter for Buzzfeed News. She tells data-driven stories about economics, social issues, and web culture through words, graphics, and audiovisuals. She is also a journalism educator who has taught workshops and semester-long courses around the world.

目录信息

Part I: Data Mining
Chapter 1: The Programming Languages You’ll Need to Know
Chapter 2: Where to Get Your Data
Chapter 3: Getting Data with Code
Chapter 4: Scraping Your Own Facebook Data
Chapter 5: Scraping a Live Site
Part II: Data Analysis
Chapter 6: Introduction to Data Analysis
Chapter 7: Visualizing Your Data
Chapter 8: Advanced Tools for Data Analysis
Chapter 9: Finding Trends in Reddit Data
Chapter 10: Measuring the Twitter Activity of Political Actors
Chapter 11: Where to Go from Here
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