Social media platforms have become prominent spaces for public discourse, allowing individuals to express opinions, react to comments, and engage in conversations often shaped by hashtags. In the context of interactions involving hashtags such as #racista and #paradadominicana, it is essential to understand how replies contribute to the wider discussion. The OCR content extracted reveals recurring phrases like "Reply to Tanya Colon's comment Y los gaces lagrimogenos y ice donde estan," which translates roughly to "And the tear gases and ice, where are they?" This indicates discussions surrounding protests or social unrest where tear gas might have been used, a topic with significant emotional and political weight. Such replies, especially under sensitive hashtags like #racista (racist) and #paradadominicana (Dominican parade or event), often reflect cultural tensions and social critique. These hashtags highlight themes related to racism and national identity, which are frequently subjects of heated debate online. Understanding these interactions involves recognizing the nuances of language—how terms, context, and user intent converge to form messages that can either bridge understanding or amplify conflict. It underscores the importance of digital literacy, encouraging users to critically evaluate the language used in social media conversations and to foster respectful discourse. Moreover, the presence of hashtags in replies organizes content by thematic relevance, enabling users to follow specific narratives or topics across posts. For example, #paradadominicana may link to cultural events or discussions pertinent to Dominican communities, while #racista draws attention to issues of racism, discrimination, and social justice. In conclusion, replies on social media that reference hashtags serve as vital indicators of the community sentiment and topical focus of discussions. They offer valuable insights into how events, social issues, and cultural identities are being negotiated in digital spaces. Users and analysts alike benefit from paying attention to the language and context within these replies to better understand and engage with ongoing social dialogues.