用数据讲故事
Storytelling with Data
Cole Nussbaumer Knaflic · 初版 2015 年
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不要只是展示数据——要用它讲故事！Storytelling with Data 教你数据可视化的基础知识以及如何利用数据进行有效沟通。你将领略叙事的力量，并学会如何让数据成为故事的关键核心。这本启发性著作中的课程扎根于理论，但通过大量现实案例深入浅出地呈现——可直接应用于你的下一个图表或演讲汇报中。讲故事并非一种天生的技能，尤其在涉及数据可视化时，而我们现有的工具也并没有让它变得……
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《用数据讲故事》（Storytelling with Data）——因为太多人做不好 PowerPoint 了：http://www.storytellingwithdata.com/book ；《R 数据科学》（R for Data Science）——因为它是商业分析职业生涯非常扎实的基石：http://r4ds.had.co.nz……
Storytelling with Data - because so many people are bad at PowerPoint: http://www.storytellingwithdata.com/book R for Data Science - because it is such a solid foundation for a career in business analytics: http://r4ds.had.co.nz…
前段时间我对这个话题做了点调研，结论如下。1. Edward Tufte 的《定量信息的视觉呈现》（The Visual Display of Quantitative Information） 2. 《用数据讲故事》（Storytelling With Data） 3. 数据可视化（data Viz）工具的官方文档，例如 1、2、3，具体取决于你选什么编程语言。恕我直言，比起 JavaScript，Python 生态在做好扎实的可视化方面依然挺挣扎的……
I did a quick research on this topic sometime ago and the following was my conclusion. 1. The Visual Display of Quantitative Information - Edward Tufte 2. Storytelling With Data 3. Documentation pages of data Viz tools e.g. 1, 2, 3 depending on your programming language of choice. IMHO python ecosystem is still struggling with solid visualization as compared to JavaScript…
……想从你这里知道什么？”给别人写东西本质就是沟通。你打算传达什么？正如本文所示，技术是为这一意图服务的。Cole Nussbaumer Knaflic 的《用数据讲故事》（Storytelling with Data）是一本讲技术沟通的好书。太长不看版（TLDR）：这是一个过程，关键不在于你，而在于他们。
…to know from you?" Writing for other people is communication. What are you intending to communicate? Technique, as illustrated in this article, serves that intention. Cole Nussbaumer Knaflic's book "Storytelling with Data" is a good book on technical communication. TLDR: it's a process, and it's not about you, it's about them.
我很喜欢 Cole Nussbaumer Knaflic 写的《用数据讲故事：商业专业人士的数据可视化指南》（Storytelling with Data: A Data Visualization Guide for Business Professionals）。作者通过案例研究，真正拆解了好坏可视化的各个组成要素，提供了大量实操性强的……
I really enjoyed Storytelling with Data: A Data Visualization Guide for Business Professionals by Cole Nussbaumer Knaflic. The author really breaks down the individual elements of good/bad visualizations using case studies with lots of actionable…
……给你的例子的建议是：别忽略标题、副标题和图注！做好这些其实很容易，因为你已经做出了那些“简单的表头玩意儿”。寥寥数语大有裨益。想深入了解这个主题可以去看看 Cole Nussbaumer Knaflic 的《用数据讲故事》（Storytelling with Data），很棒的一本书。在我看来，Owid 的 Grapher 在这方面做得最好（DataWrapper.de 紧随其后——不过它不是开源的）。在某种程度上，如果你继续保持……
…your examples would be: don't neglect title, subtitle, and caption! They would be so easy to do well because you've already created your "simple headers thingies". A few words go along way. Check out "Storytelling with Data" by Cole Nussbaumer Knaflic for a great read on the subject. Owid's Grapher does those the best, IMO (followed closely by DataWrapper.de -- but that's not open source). At some point, if you keep up…
一本更有用的书是 Alberto Cairo 的《Storytelling with Data》，案例很棒，背后的逻辑推导也很到位。是的，Tufte 的书我也有。
A more useful book is Alberto Cairo's Storytelling with Data, great examples and the reasoning behind it. And yes I have Tufte's books too.