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Official documentation with plenty of code examples is provided by React Training, company that stands behind React Router library.
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Basic purpose of using the history object is well explained in React Router DOM tutorial (published 2020-05-11, recording duration 17:57, starting at 1:48) by Mauricio Leal. I used it to programmatically change the route by pushing in it a query string which is based on the Yelp API guidelines.
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To continue, I need to install query-string package. I figured out how to use it from How to store data in the URL query string using React Router tutorial (published 2020-05-12, recording duration 8:01) by Frederik Diekmann. Official docs are also helpful.
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Complete repo from this blog entry is uploaded on my GitHub.