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:
- Establish the motion of individuals (in taxis) throughout the NY metropolis at completely different hours of the day.
- 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:
- Scatter plot: Every journey…