You can buy a Transmilenio card in any transmilenio station. It is best to buy the blue card, called 'Capital Monedero'.
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You can apply for a transit visa by filling out the application for a Temporary Resident Visa and selecting transit visa from the list of options on the form. You may not need a transit visa if you are travelling to or from the United States.