Step 5 – exporting data

So far, we have performed several analyses on our dataset. We have also defined several feature engineering data transformations. However, it is important to remember that we have made no changes to the actual data itself yet. We have defined the data flow, which contains a series of analysis and transformation steps that can be executed before we build machine learning models. If you check the data flow, it will look something similar to the following:

Figure 10.30: Completed data flow

Data Wrangler provides you with several options to export your data flow:

• Exporting to S3: Data Wrangler gives you the ability to export your data to a location within an Amazon S3 bucket. You can do this by clicking the = button next to a data transform step and choosing Export To, and then Export to S3. Data Wrangler will create a Jupyter notebook that contains the code to do all the transformations as defined in your data flow and...