Example Notebooks

This page showcases a set of sample Jupyter notebooks that illustrate how to use Studio APIs.
These notebooks are designed to be copied, forked and reused, and are being made available as follows:

ServiceDescription
GitHubGitHubAll sample notebooks are provided in open source form under the MIT license on GitHub.
BinderBinderAll sample notebooks on this page can be run directly in your browser via the Binder service. (Note: It can take take a minute for the Jupyter environment on Binder to start a notebook, however once a notebook is loaded you can fully interact with it in the browser.)
ColabColabAll sample notebooks on this page (except Plotly Cross-filtering) can be run directly in your browser via Google Colab.

Map API Samples

A number of sample notebooks that show how to work with Studio maps using the Map SDK:

NotebookPreview

Introduction

Create Studio map, add a dataset, and set the map view.

BinderBinder ColabColab GitHubGitHub

Local Maps

Use local Studio maps to visualize Dataframes, GeoJSON, and CSV.

BinderBinder ColabColab GitHubGitHub

Layers

Add and control map layers.

BinderBinder ColabColab GitHubGitHub

Filters

Control filters and listen to filter change events.

BinderBinder ColabColab GitHubGitHub

Timeline

Control map filters and listen to filter change events.

BinderBinder ColabColab GitHubGitHub

Event Handling

Interactivity, click and hover events.

BinderBinder ColabColab GitHubGitHub


Integration Notebooks

The sample notebooks in this section illustrate how to integrate the Map SDK with other notebook packages and workflows.

NotebookPreview

Plotly Cross-filtering

Synchronize Studio map filters with plotly charts.

BinderBinder GitHubGitHub

TensorFlow Prediction

Visual prediction analysis using TensorFlow.

BinderBinder ColabColab GitHubGitHub

PyTorch Prediction

Bike share trip duration prediction using PyTorch.

BinderBinder ColabColab GitHubGitHub

Kuwala Correlation

Correlating against Kuwala data feeds.

BinderBinder ColabColab GitHubGitHub

Use Case-focused Notebooks

The sample notebooks in this section illustrate how to use the Map SDK for analytics targeting specific use cases.

NotebookPreview

Suitability Analysis

Site Selection / New Venue Location.

BinderBinder ColabColab GitHubGitHub

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