The Nextdoor application is great for large or small businesses

Neighborhood social network Nextdoor wants interactions on its platform to be, well, neighborly.Its new popup Constructive Conversations Reminder, driven by machine learning and predictive technology, will appear during potentially heated conversations and provide tips on how to set the tone for a more empathetic discussion.Nextdoor said its machine learning model considers the full conversation, rather than individual comments, to better understand context.The Constructive Conversations Reminder began rolling out in the U.S. this week, with a global rollout expected in the coming weeks.The platform will also introduce a process worldwide in the coming weeks for people whose content was hidden to be notified to that effect and appeal that action.Users will see an in-application notification if their post or comment is hidden, as well as an explanation of which guideline it violated. They can then resubmit the content, or an edited version of it, for review.