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Learn Python by Building Data Science Applications

You're reading from  Learn Python by Building Data Science Applications

Product type Book
Published in Aug 2019
Publisher Packt
ISBN-13 9781789535365
Pages 482 pages
Edition 1st Edition
Languages
Authors (2):
Philipp Kats Philipp Kats
Profile icon Philipp Kats
David Katz David Katz
Profile icon David Katz
View More author details

Table of Contents (26) Chapters

Preface Section 1: Getting Started with Python
Preparing the Workspace First Steps in Coding - Variables and Data Types Functions Data Structures Loops and Other Compound Statements First Script – Geocoding with Web APIs Scraping Data from the Web with Beautiful Soup 4 Simulation with Classes and Inheritance Shell, Git, Conda, and More – at Your Command Section 2: Hands-On with Data
Python for Data Applications Data Cleaning and Manipulation Data Exploration and Visualization Training a Machine Learning Model Improving Your Model – Pipelines and Experiments Section 3: Moving to Production
Packaging and Testing with Poetry and PyTest Data Pipelines with Luigi Let's Build a Dashboard Serving Models with a RESTful API Serverless API Using Chalice Best Practices and Python Performance Assessments Other Books You May Enjoy

Working with the Nominatim API

In this particular case, we are going to use OSM's Nominatim service. Its API is simple, free, does not require authorization, and has a relatively open license. Moreover, as OSM is open source, we theoretically can add and improve its content, if that is necessary for our project.

In order to work with an API, we first need to read its documentation. Often, documentation includes example snippets of code to use with the service in question—the code is usually in Python. Nominatim's documentation can be found at nominatim.openstreetmap.org. According to it, to get information for a given address, we should send a request to the following URL:

https://nominatim.openstreetmap.org/search?

All our parameters—the address, response format, geographic limitations, and so on—need to be added using standard URL escaping (don...

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