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How We Use Data to Suggest Tags for Your Story — Data Lab — Medium

How We Use Data to Suggest Tags for Your Story — Data Lab — Medium

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Just as you’re about to publish your draft, we’ll suggest a couple tags for you to use based on what you’ve writte... to increase the number of tagged posts on Medium, but also to help users discover the right tags to use... In our algorithm, we use what is called a nearest neighbors approach... to compare posts... representing posts as vectors in a high-dimensional space and then quantifying how similar two posts are by calculating a distance metric... measure the distance between two posts by using cosine similarity. - How We Use Data to Suggest Tags for Your Story — Data Lab — Medium

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