In order to create a vocabulary:

  1. Go to the URL admin/structure/taxonomy

  2. Click on Add Vocabulary

  3. Give your new vocabulary a name (required)

  4. Optionally, give your new vocabulary a description (optional)

  5. Click Save

.Drupal create taxonomy

This creates a new vocabulary, however it empty. The next step is to add terms into the vocabulary.