AashitaK / Bubbly

bubbly

Bubbly is a package for plotting interactive and animated bubble charts using Plotly. The animated bubble charts can accommodate up to seven variables viz. X-axis, Y-axis, Z-axis, time, bubbles, their size and their color in a compact and captivating way. Bubbly is easy to use with plenty of customization, especially suited for use in Jupyter notebooks and is designed to work with plotly's offline mode such as in Kaggle kernels.

Dependencies

• Python 3.4+
• numpy
• pandas
• plotly

Installation

.. code:: python

pip install bubbly

Usage in a Jupyter Notebook

.. code:: python

from future import division from plotly.offline import init_notebook_mode, iplot init_notebook_mode() from bubbly.bubbly import bubbleplot

figure = bubbleplot(dataset=gapminder_indicators, x_column='gdpPercap', y_column='lifeExp', bubble_column='country', time_column='year', size_column='pop', color_column='continent', x_title="GDP per Capita", y_title="Life Expectancy", title='Gapminder Global Indicators', x_logscale=True, scale_bubble=3, height=650) iplot(figure, config={'scrollzoom': True})

.. image:: https://github.com/AashitaK/aashitak.github.io/blob/master/images/bubblechart.gif

Please refer to the Jupyter notebook here <https://www.kaggle.com/aashita/guide-to-animated-bubble-charts-using-plotly/>_ for more examples and illustration of the plotting function bubbleplot.

Note: I am looking for someone to be the maintainer of this package. If you are interested, please contact me.