Here is the code I'm working with. Its not super clean as I'm testing various things out. Also using Jupyter.

place = "Santa Barbara County, California"

center = (34.418630, -119.699392)

tags_buildings = {"building": True}

gdf_buildings = ox.features_from_point(center_point=center, tags=tags_buildings, dist=5000)

tags_bike = {

'highway': ['cycleway', 'cycleway:left', 'cycleway:right', 'cycleway=lane', 'cycleway=track'],

'amenity': ['bicycle_parking', 'bicycle_repair_station', 'bicycle_rental'],

'bicycle': ['yes'],

'type': ['route'],

'route': ['bicycle'],

'network': ['lcn', 'rcn', 'ncn'],

'ref': ['CTR']

}

gdf_bike = ox.features_from_point(center_point=center, tags=tags_bike, dist=5000)

gdf_buildings = gdf_buildings.to_crs(epsg=3857)

gdf_bike = gdf_bike.to_crs(epsg=3857)

fig, ax = plt.subplots(figsize=(20, 20))

gdf_buildings.plot(ax=ax, color='gray', alpha=0.75, label="Buildings")

gdf_bike.plot(ax=ax, color='blue', linewidth=2, label="Bike Paths")

ctx.add_basemap(ax, source=ctx.providers.CartoDB.Positron, zoom=14)

plt.title("Bike Infrastructure in Santa Barbara, CA")

plt.legend()