Geocoding Creative Commons License

Administrative Levels

Country

geocode_countries()

https://nbviewer.jupyter.org/github/JetBrains/lets-plot-docs/blob/master/source/examples/basics/geocoding/geocoding_level_country_world.ipynb

World countries

https://nbviewer.jupyter.org/github/JetBrains/lets-plot-docs/blob/master/source/examples/basics/geocoding/geocoding_level_country_canada.ipynb

Canada

https://nbviewer.jupyter.org/github/JetBrains/lets-plot-docs/blob/master/source/examples/basics/geocoding/geocoding_level_country_india.ipynb

India

State

geocode_states()

https://nbviewer.jupyter.org/github/JetBrains/lets-plot-docs/blob/master/source/examples/basics/geocoding/geocoding_level_state_us.ipynb

US states

https://nbviewer.jupyter.org/github/JetBrains/lets-plot-docs/blob/master/source/examples/basics/geocoding/geocoding_level_state_australia.ipynb

Australia states

https://nbviewer.jupyter.org/github/JetBrains/lets-plot-docs/blob/master/source/examples/basics/geocoding/geocoding_level_state_russia.ipynb

Russia states

County

geocode_counties()

https://nbviewer.jupyter.org/github/JetBrains/lets-plot-docs/blob/master/source/examples/basics/geocoding/geocoding_level_county_us.ipynb

US counties

https://nbviewer.jupyter.org/github/JetBrains/lets-plot-docs/blob/master/source/examples/basics/geocoding/geocoding_level_county_italy.ipynb

Italy counties

https://nbviewer.jupyter.org/github/JetBrains/lets-plot-docs/blob/master/source/examples/basics/geocoding/geocoding_level_county_poland.ipynb

Poland counties

City

geocode_cities()

https://nbviewer.jupyter.org/github/JetBrains/lets-plot-docs/blob/master/source/examples/basics/geocoding/geocoding_level_city_nyc.ipynb

New York

https://nbviewer.jupyter.org/github/JetBrains/lets-plot-docs/blob/master/source/examples/basics/geocoding/geocoding_level_city_helsinki.ipynb

Helsinki

https://nbviewer.jupyter.org/github/JetBrains/lets-plot-docs/blob/master/source/examples/basics/geocoding/geocoding_level_city_london.ipynb

London

Geometries

Polygons

geom_map(), geom_polygon()

https://nbviewer.jupyter.org/github/JetBrains/lets-plot-docs/blob/master/source/examples/basics/geocoding/geocoding_geometries_map_brazil.ipynb

Brazil

https://nbviewer.jupyter.org/github/JetBrains/lets-plot-docs/blob/master/source/examples/basics/geocoding/geocoding_geometries_map_nigeria.ipynb

Nigeria states

https://nbviewer.jupyter.org/github/JetBrains/lets-plot-docs/blob/master/source/examples/basics/geocoding/geocoding_geometries_map_greece.ipynb

Greece counties

Points

geom_point()

https://nbviewer.jupyter.org/github/JetBrains/lets-plot-docs/blob/master/source/examples/basics/geocoding/geocoding_geometries_point_kazakhstan.ipynb

Kazakhstan state centroids

https://nbviewer.jupyter.org/github/JetBrains/lets-plot-docs/blob/master/source/examples/basics/geocoding/geocoding_geometries_point_georgia.ipynb

Ceorgia county centroids

https://nbviewer.jupyter.org/github/JetBrains/lets-plot-docs/blob/master/source/examples/basics/geocoding/geocoding_geometries_point_greenland.ipynb

Greenland cities

Rectangles

geom_rect()

https://nbviewer.jupyter.org/github/JetBrains/lets-plot-docs/blob/master/source/examples/basics/geocoding/geocoding_geometries_rectangle_japan.ipynb

Japan bounding box with states

https://nbviewer.jupyter.org/github/JetBrains/lets-plot-docs/blob/master/source/examples/basics/geocoding/geocoding_geometries_rectangle_ireland.ipynb

Ireland county bounding boxes

https://nbviewer.jupyter.org/github/JetBrains/lets-plot-docs/blob/master/source/examples/basics/geocoding/geocoding_geometries_rectangle_cuba.ipynb

Cuba bounding box with cities

Guides to Geocoding

Documentation: The Geocoding Reference Guide.

An example notebook covering various geocoding use-cases: geocoding_reference.ipynb.

Examples

Key Features

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ggplot2-like API

A bridge between R (ggplot2) and Python Data visualization.

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Grouping Plots

GGBunch shows a collection of plots on one figure. Each plot in the collection can have an arbitrary location and size.

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Suitable for Scientist and Developer

Works in computational notebooks (Jupyter, Datalore, Kaggle, Colab, Deepnote) and in JetBrains professional IDEs: PyCharm and DataSpell.

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Customizable Tooltips

You can customize the content, values formatting and appearance of tooltip for any geometry layer in your plot. Learn more.

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Kotlin API

R, Python, what’s next? Right. Lets-Plot Kotlin API enables data visualization in JVM and Kotlin/JS applications as well as in scientific notebooks like Jupyter and Datalore.

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Formatting

Lets-Plot supports formatting of numeric and date-time values in tooltips, legends, on the axes and text geometry layer. Learn more.

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Geospatial Visualization

Find spatial objects with the help of our powerful and easy to use Geocoding module. In case you already have GeoDataFrame on hand - plot it straight away.

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Sampling

Sampling is a special technique of data transformation, which helps to deal with large datasets and overplotting. Learn more.

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Interactive Maps

Interactive maps allow zooming and panning around your geospatial data with customizable vector or raster basemaps as a backdrop. Learn more.

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Export to SVG and HTML

The ggsave() function is an easy way to export plot to a file in SVG or HTML formats.

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‘No Javascript’ and Offline Mode

In the ‘no javascript’ mode Lets-Plot generates plots as bare-bones SVG images. Plots in the notebook with option offline=True will be working without an Internet connection. Learn more.