Hi Bumblebee!

Bumblebee is the easiest, and most powerful tool to clean, transform, and prepare data of any size for Analysis, Visualization, Reporting, and Machine Learning. All in a spreadsheet-like interface.
Absolute value on the interface
Bumblebee can run ever multiple engines like Pandas, Dask, cuDFD, Dask-cuDF, Spark or Vaex.
The engine you decide to use will depend on the resource you have at hand.

Some features

This is what Bumblebee can offer you.

Clicks & Drags-and-Drops

Our spreadsheet like-interface makes the work easier for you to wrangle the data, correct wrong and duplicate values, and identify and group similar strings.

Automated Workflows

Create cleaning repeatability by creating a “Data Recipe”. Next time you need to clean the datasets from the same source, run your pre-saved Data Recipe, and make Bumblebee clean the data for you.

Load data from anywhere

Load data from CSV, JSON, Parquet, local, from a URL or from a remote storage system. Also, connect to data from databases and start working on your data wrangling in no time!

Prerequisites

  • OS Support
    • Ubuntu 18.04 LTS/20*
    • Windows 10
    • GPU Support (Dask-cuDF, cuDF)
    • Pascal or Better
    • Compute Capability
  • CUDA Support (Dask-cuDF, cuDF)
    • 10.2
  • Python Support
    • 3.7
    • 3.8