Patent ID: 11948558
Assignee: SNAP INC.
Field: Digital communication (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 13:
14. The method of claim 1, wherein the frequency is a first frequency, the aggregate frequency is a first aggregate frequency, the content items are first content items, the modifications are first modifications, the extracted modifications are first extracted modifications, and the first frequency is determined for a first time window, and wherein the method further comprises:
in response to the one or more words being determined as the trend,
extracting second modifications from second content items received from the client devices, the second content items being modified using the second modifications that comprises the text caption or the media overlay, wherein the second content items were generated in the second time window and the first content items were generated in the first time window,
extracting second modifications from second content items accessed by client devices, the second content items being modified by the second modifications, the second modifications comprising a text caption or a media overlay, wherein the second content items were generated in the second time window and the first content items were generated in the first time window,
determining a second frequency of the one or more words in the second content items and the second extracted modifications,
determining a second aggregate frequency, comparing the relationship between the first frequency and the first aggregate frequency with the relationship between the second frequency and the second aggregate frequency,
determining the trend is a downward trend if the relationship between the second frequency and the second aggregate frequency is greater than the relationship between the first frequency and the first aggregate frequency,
determining the trend is an upward trend if the relationship between the second frequency and the second aggregate frequency is less than the relationship between the first frequency and the first aggregate frequency, and
determining the trend is a spike trend if the relationship between the second frequency and the second aggregate frequency is closer to a second threshold than the relationship between the first frequency and the first aggregate frequency.