Analytics for livestreaming based on image analysis within a shared digital environment

A computer program product embodied in a non-transitory computer readable medium for analysis, the computer program product comprising code which causes one or more processors to perform operations of:

• obtaining a first plurality of images from a plurality of participants involved in an interactive digital environment;
• analyzing first emotional content within the first plurality of images for a first set of participants within the plurality of participants, wherein the interactive digital environment is a shared digital environment for the plurality of participants;
• modifying the interactive digital environment based on the analyzing of the first emotional content;
• analyzing second emotional content within a second plurality of images obtained from the plurality of participants to generate one or more metrics indicating whether the modifying produces effective engagement;
• and
• providing results of the analyzing of the second emotional content within the second plurality of images to a second set of participants within the plurality of participants, wherein the results include the one or more metrics.

A computer system for analysis comprising:

• a memory which stores instructions;
• one or more processors attached to the memory wherein the one or more processors, when executing the instructions which are stored, are configured to:
• obtain a first plurality of images from a plurality of participants involved in an interactive digital environment, wherein the interactive digital environment is a shared digital environment for the plurality of participants;
• analyze first emotional content within the first plurality of images for a first set of participants within the plurality of participants;
• modify the interactive digital environment based on the analysis of the first emotional content;
• analyze second emotional content within a second plurality of images obtained from the plurality of participants to generate one or more metrics indicating whether the modification produces effective engagement;
• and
• provide results of the analysis of the second emotional content within the second plurality of images to a second set of participants within the plurality of participants, wherein the results include the one or more metrics.