Google Refine 2.0 - Data Augmentation (3 of 3) (video version 2)

[stynium]

Where did David Huynh go? Now we have a sexy female voice :) David was nice too though.

[jw934]

Love your video. Perhaps I should create my own video on how I write Python programs to do exactly what you do -- extra data, refine data, merge data from multiple sources. I do this everyday as part of my job. I love your standardization of terms, such as reconciliation. This make it easier to communicate with other data analysts and tool developers. Thank you, Google, for contributing to the global good.