Take-aways
- 80-90% of data science work is data wrangling and visualization
- wrangling the data well is usually more important than modeling the data well
- there are many choices along the way, there is no such thing as truth
- if you can’t reproduce the work, you should question whether to trust it
- communicating to your audience is likely the most important aspect of doing data science