This article examines hate speech and conspiracy theories against LGBTQI+ people in the Spanish Twittersphere. on the occasion of the celebration of International LGBTQI+ Pride Day and the debates before the entry into force of the Trans Law. A dataset of 410. 015 organic tweets in Spanish between 2020 and 2022 was collected using the twarc2 tool in Python. https://www.angelswithheart.com/product-category/food-beverage-hygiene-and-household-cleaning-products/