[P] Interactively explore unstructured datasets from your dataframe (OSS project)

Hey r/MachineLearning,

data inspection and interactive exploration is one of the most important tasks for data teams. This is especially true when dealing with unstructured data that requires a deep domain expertise (e.g. healthcare or engineering).


We have tried many different options for visualizing unstructured datasets in the past: Notebooks, dash apps, custom react apps, HTML reports... However, these options were either very time-consuming to develop/maintain or not interactive enough or both.

That is why we developed Spotlight: [https://github.com/Renumics/spotlight](https://github.com/Renumics/spotlight)


https://i.redd.it/lxjnlkcmumlb1.gif …

data dataframe datasets data teams domain engineering expertise exploration explore healthcare hey interactive machinelearning notebooks oss project tasks true unstructured unstructured data