Techniques for thread data aggregation are described. In implementations, metadata is identified for a new message associated with a conversation thread. The metadata is added to conversation metadata that is associated with the conversation thread and attached to an anchor message associated with the conversation thread. The addition of the metadata to the conversation metadata creates aggregate thread data. The aggregate thread data is moved from the anchor message to the new message.