magic analyst - an IPython extension
that produces Python code from natural language descriptions using LLMs.

This is an ipython extension that allows you to search and download datasets from Kaggle.

Installation

To install the extension, you first need to clone the repo:

git clone https://github.com/DaveOkpare/magic-analyst.git

Then run the command below

pip install .

You must authenticate using Kaggle’s public API. To obtain your Kaggle configuration file, visit Kaggle and select the “Create New API Token” option to download the file.

Next, create a directory in your root folder called .kaggle.

mkdir ~/.kaggle

Move the downloaded configuration file to the new directory, and change the permission using the command below.

mv kaggle.json ~/.kaggle
chmod 600 ~/.kaggle/kaggle.json

Usage

To use the extension, simply import it in your notebook:

%load_ext magic

You can then use the %search command to search for datasets:

%search <query>

And the %download command to download and extract datasets:

%download <dataset>

Example

Here's an example of how to use the extension:

%load_ext magic

%search "fifa"


# [
# abecklas/fifa-world-cup,
# ...
# ...
# ]


%download "abecklas/fifa-world-cup"

# The dataset abecklas/fifa-world-cup has been downloaded and extracted to /content/fifa-world-cup.

This will search for all datasets related to Titanic and download the Titanic dataset.

License

This project is licensed under the MIT License - see the LICENSE file for details.