Docs: https://developer.twitter.com/en/docs
Tutorials: https://developer.twitter.com/en/docs/tutorials
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Step 1: Access to apps.twitter.com
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Step 2: Click to "Create New App" to create your application.
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Step 3: After creating, click to "Keys and Access Tokens" to get API Key and API secret.
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Step 4: Scroll down to "Your Access Token" section, click to "Create my access token" to get Access Token and Access Token Secret.
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Tutorial: http://luanotes.com/posts/twitter-streaming-apis-with-ruby
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More examples: https://github.com/sferik/twitter/tree/master/examples
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Twitter API: Up and Running
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Mining the Social Web: Data Mining Facebook, Twitter, LinkedIn, Google+, GitHub, and More