Engineering Data Analysis (with R and ggplot2)

Google Tech Talk (more info below)
June 6, 2011

Presented by Hadley Wickham, Assistant Professor, Dobelman Family Junior Chair, Department of Statistics, Rice University.

ABSTRACT

Data analysis, the process of converting data into knowledge, insight and understanding, is a critical part of statistics, but there's surprisingly little research on it. In this talk I'll introduce some of my recent work, including a model of data analysis. I'm a passionate advocate of programming that data analysis should be carried out using a programming language, and I'll justify this by discussing some of the requirement of good data analysis (reproducibility, automation and communication). With these in mind, I'll introduce you to a powerful set of tools for better understanding data: the statistical programming language R, and the ggplot2 domain specific language (DSL) for visualisation.

• Category

  Science & Technology

[alephkreacher]

Great talk, but dude -- that's not the ocean, it's Texas (41:57).

[Be Val]

I adore this man. Ggplot, reshape, plyr....Gosh all those useful packages...He is a genius!!

[Kryptos4u]

He should keep his hands on the keyboard.

[Andre Endress]

well done

[znanyun]

Thanks! I found your channel is very helpful.

[julian2745]

he created ggplot2?

[iLOVENATURE2011]

very informative....nice one!