Learn how to use “Folium” inside a Jupyter notebook and create initial interactive map centered on a given location. You can also set the initial zoom level.
- Now that we have folium installed,…let's start using it.…We'll start by creating a simple map,…and see what we can do with it.…I'll remove this cell,…which is an error,…and now we'll create a map which is centered on the route…and set to appropriate zoom level.…So M, short for map, is folium.map,…and let's say that the location is our data frame…and the longitude.…
And let's take the mean of the longitude…and data frame of the latitude…and let's take the mean of the latitude.…And we say that the zoom start is 50.…Now we'll show the map.…And we see that we get a map,…I have no good rule of thumb for initial zoom level.…I just play with it until the zoom level feels right to me.…This is a fully interactive map.…You can move it around, you can zoom out, and zoom in.…
- Working with Jupyter notebooks
- Using code cells
- Extensions to the Python language
- Markdown cells
- Editing notebooks
- NumPy basics
- Broadcasting, array operations, and ufuncs
- Folium and Geo
- Machine learning with scikit-learn
- Plotting with matplotlib and bokeh
- Branching into Numba, Cython, deep learning, and NLP
Skill Level Intermediate
NumPy Data Science Essential Trainingwith Charles Kelly3h 54m Intermediate
1. Scientific Python Overview
2. The Jupyter Notebook
3. NumPy Basics
Manage environments5m 11s
6. Folium and Geo
7. NY Taxi Data
10. Other Packages
11. Development Process
Next steps1m 33s
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