KeplerGL Example¶

This notebook demonstrates the KeplerGL integration in anymap-ts.

KeplerGL is a powerful data exploration tool built on deck.gl.

Note: For best results, use the anywidget interface in Jupyter. HTML export has limited interactivity.

In [ ]:

from anymap_ts import KeplerGLMap
import pandas as pd

# Create a KeplerGL map
m = KeplerGLMap(center=[-122.4, 37.8], zoom=10)
m

from anymap_ts import KeplerGLMap import pandas as pd # Create a KeplerGL map m = KeplerGLMap(center=[-122.4, 37.8], zoom=10) m

In [ ]:

# Create sample data
import random

df = pd.DataFrame(
    {
        "latitude": [37.8 + random.uniform(-0.2, 0.2) for _ in range(100)],
        "longitude": [-122.4 + random.uniform(-0.2, 0.2) for _ in range(100)],
        "value": [random.randint(1, 100) for _ in range(100)],
        "category": [random.choice(["A", "B", "C"]) for _ in range(100)],
    }
)

# Add data to map
m.add_data(df, name="sample_points")

# Create sample data import random df = pd.DataFrame( { "latitude": [37.8 + random.uniform(-0.2, 0.2) for _ in range(100)], "longitude": [-122.4 + random.uniform(-0.2, 0.2) for _ in range(100)], "value": [random.randint(1, 100) for _ in range(100)], "category": [random.choice(["A", "B", "C"]) for _ in range(100)], } ) # Add data to map m.add_data(df, name="sample_points")

In [ ]:

# Add GeoJSON data
geojson = {
    "type": "FeatureCollection",
    "features": [
        {
            "type": "Feature",
            "geometry": {
                "type": "Polygon",
                "coordinates": [
                    [
                        [-122.5, 37.7],
                        [-122.3, 37.7],
                        [-122.3, 37.9],
                        [-122.5, 37.9],
                        [-122.5, 37.7],
                    ]
                ],
            },
            "properties": {"name": "Area"},
        }
    ],
}

m.add_data(geojson, name="polygon")

# Add GeoJSON data geojson = { "type": "FeatureCollection", "features": [ { "type": "Feature", "geometry": { "type": "Polygon", "coordinates": [ [ [-122.5, 37.7], [-122.3, 37.7], [-122.3, 37.9], [-122.5, 37.9], [-122.5, 37.7], ] ], }, "properties": {"name": "Area"}, } ], } m.add_data(geojson, name="polygon")

In [ ]:

# Export to HTML (limited interactivity)
m.to_html("keplergl_example.html")

# Export to HTML (limited interactivity) m.to_html("keplergl_example.html")