In this talk, we will learn how Dask helps Bumblebee, an open-source, data wrangling web app, to provide the user with data insight and data transformation feedback in real-time using Dask sync and async task handling. Also, we will talk about our experience with Apache Spark, the shortcomings we found when creating Bumblebee, and how Dask helps to achieve the user experience we envision.