A module for plotting interactive and animated bubble charts using Plotly
Project description
Bubbly is a module for plotting interactive and animated bubble charts using Plotly. The animated bubble charts can accomodate six variables in total viz. X-axis, Y-axis, time, dots, their size and their color in a compact and captivating way. The function bubbleplot is easy to use with plenty of customization and returns a figure object that is a dictionary in a suitable format for use with plotly. Bubbly is 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
pip install bubblyUsage
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',
dot_column='country', time_column='year', size_column='pop', category_column='continent',
x_title="GDP per Capita", y_title="Life Expectancy", title='Gapminder Global Indicators',
x_logscale=True, height=650)
iplot(figure, config={'scrollzoom': True})Please refer to the Jupyter notebook here for illustration of the plotting function.
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