
ALT White background with black text: “This week I will present my thoughts about where data science is, where it needs to go, and my research about how we can get there. I’ve been thinking about this on my own for too many years, so I welcome your push back and criticism. The talk will be recorded and posted to YouTube.” The Toronto Data Workshop logo is also included - a hex sticker with a light blue thin border, and dark blue background with the CN Tower outlined in white on the left side of the sticker, and “Toronto Data Workshop” in a jaunty font on the the right side.

ALT Screenshot of Table 1 from the paper. Table caption: "Table 1: Summary of pedagogical benefits of the tidyverse discussed in this paper." Table headers: "Concept" and "Description". Table contents: - Consistency: Syntax, function interfaces, argument names and orders follow patterns - Mixability: Ability to use base and other functions within tidyverse syntax - Scalability: Unified approach to data wrangling and visualization works for datasets of a wide range of types and sizes - User-centered design: Function interfaces designed with users in mind - Readability: Interfaces that are designed to produce readable code - Community: Large, active, welcoming community of users and resources - Transferability: Data manipulation verbs inherit from SQL’s query syntax




















