Brunel Visualization For Jupyter/IPython Notebooks
Brunel defines a highly succinct and novel language that produces interactive data visualizations using pandas DataFrame objects. The language is well suited for both data scientists and more aggressive business users. The system interprets the language syntax and produces live visualizations directly within Jupyter notebooks.
pip install brunel
Note, if after installing the visualizations are not visible try installing using:
pip install brunel --user
Sample code that reads data from a CSV file and creates a simple bar chart of averages using the Brunel magic function:
import pandas as pd import brunel cars = pd.read_csv("data/Cars.csv") %brunel data('cars') x(origin) y(horsepower) mean(horsepower) bar tooltip(#all) :: width=300, height=300