Bokeh 2.3.3 ❲VERIFIED ✓❳

Bokeh 2.3.3 , you are working with a legacy release of the powerful Python interactive visualization library. While newer versions exist, 2.3.3 is often maintained for specific dependency environments. 🛠️ Official Documentation & Installation The most authoritative "deep guide" is the archived Bokeh 2.3.3 User Guide

2. Installation (for version 2.3.3)

pip install bokeh==2.3.3

Flexibility: It offers three layers of abstraction: the low-level bokeh.models for full control, the mid-level bokeh.plotting for standard glyphs, and high-level integration with tools like HoloViews. bokeh 2.3.3

# Creating a DataFrame for Bokeh's ColumnDataSource df = pd.DataFrame( 'decibels': np.concatenate([data_2019, data_2021]), 'year': ['2019 (Pre-Pandemic)'] * 1000 + ['2021 (Return)'] * 1000 )