Automatic suggestions to share images

A system comprising:

• one or more processors;
• and
• a memory that stores instructions that, when executed by the one or more processors cause the one or more processors to perform operations comprising:
• determining a top percentile cluster associated with a user account, wherein a first likelihood that images that include one or more people that are in the top percentile cluster are shared is higher than a second likelihood that images that do not include the one or more people that are in the top percentile cluster are shared;
• determining that a face in a particular image corresponds to the one or more people that are in the top percentile cluster;
• determining a share probability score that indicates a probability the particular image will be shared based on a probabilistic model, wherein the probabilistic model is based on an account size of the user account and the top percentile cluster;
• determining that the share probability score meets a threshold value;
• and
• in response to determining that the share probability score meets the threshold value, providing a suggestion to a user associated with the user account to share the particular image.

A non-transitory computer-storage medium encoded with a computer program, the computer program comprising instructions that, when executed by one or more computers, cause the one or more computers generate a video by performing operations comprising:

• determining a top percentile cluster associated with a user account, wherein a first likelihood that images that include one or more people that are in the top percentile cluster are shared is higher than a second likelihood that images that do not include the one or more people that are in the top percentile cluster are shared;
• determining that a face in a particular image corresponds to the one or more people that are in the top percentile cluster;
• determining a share probability score that indicates a probability the particular image will be shared based on a probabilistic model, wherein the probabilistic model is based on an account size of the user account and the top percentile cluster;
• determining that the share probability score meets a threshold value;
• and
• in response to determining that the share probability score meets the threshold value, providing a suggestion to a user associated with the user account to share the particular image.