Interactive NYC Taxi Knowledge Visualization with Bokeh & Streamlit (Half 2) | by Pratha Pawar

Try half 1 of this weblog put up collection Kickstart Your ML Journey: Scoping, Structuring, and Exploring Knowledge (Half 1) to grasp the information and the enterprise drawback we are attempting to resolve.

Gadgets lined on this put up:

  • Including geo map options to the NYC taxi journey dataset
  • Creating an interactive plot utilizing Bokeh
  • Deploying the bokeh plots to streamlit (https://nyc-taxi-trip-pp.streamlit.app/) — NOTE: use darkish theme

Github hyperlink: Supply code for this put up

For this explicit put up, we’re masking the next two matters of the enterprise drawback:

  1. Establish the motion of individuals (in taxis) throughout the NY metropolis at completely different hours of the day.
  2. Establish the demand for taxi at completely different instances in several elements of town (the place are the recent spots?).

As a part of this, we’ll create an interactive visualization, with two choices, which present:

  1. Scatter plot: Every journey…