The float will feature a white dove as a symbol of world peace, 49 stars to represent the lives lost and a double rainbow with the message of eternal hope and life.
The theme was selected by the AIDS Healthcare Foundation to remember the victims and combat the prejudices that led to the tragedy.
Watch Anabel Munoz's full report in the video player above.
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