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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.
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.
This is what Bumblebee can offer you.
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.
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 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!
- OS Support
- Ubuntu 18.04 LTS/20*
- Windows 10
- GPU Support (Dask-cuDF, cuDF)
- Pascal or Better
- Compute Capability
- CUDA Support (Dask-cuDF, cuDF)
- Python Support