System and methods for analyzing content engagement in conjunction with social media
View Patent ↗Various embodiments disclose a system and methods for media content analysis based at least in part upon social media data. In some embodiments, a computer system may identify social media messages corresponding to televised content. For example, following the uploading of a television show (or advertisement) to an Internet website, or transmission across a television network, viewers and non-viewers of the show may begin commenting upon the show. The system may correlate the number of viewers of the show with the social media messages to generate one or more metrics describing relations between the show's viewership and the show's social media effects.
1. A method, implemented by a computing system, for analyzing content viewership comprising:
accessing televised content data characterizing a selected piece of televised content;
accessing television viewing data associated with the selected piece of televised content, the television viewing data derived from a plurality of televisions that access content via a cable or satellite network;
determining, by the computing system, social media matching criteria based upon the televised content data, the social medial matching criteria comprising a geographic location, a time, and a keyword;
filtering a plurality of social media messages based upon the social media matching criteria to identify a filtered plurality of social media messages that are related to the selected piece of televised content, the social media messages associated with social media services that offer services via web servers, the social media messages comprising a user-generated narrative;
calculating an audience engagement measurement corresponding to the selected piece of televised content based upon the filtered plurality of social media messages and the television viewing data; and
calculating a correlation between television rating data associated with the selected piece of televised content and information associated with the filtered plurality of social media messages.
2. The computer-implemented method of claim 1 , wherein the selected piece of televised content comprises media streamed over a network.
3. The computer-implemented method of claim 1 , wherein the social media matching criteria further comprises a time range outside which social media messages are excluded.
4. The computer-implemented method of claim 1 , wherein the social media matching criteria further comprises a plurality of weighted keywords corresponding to the selected piece of televised content.
5. The computer-implemented method of claim 1 , further comprising filtering a plurality of social media messages based on demographic data associated with the social media messages.
6. The computer-implemented method of claim 1 , further comprising using the audience engagement measurement to determine a causal relation associated with the selected piece of televised content and at least one event.
7. The computer-implemented method of claim 1 , wherein calculating the audience engagement measurement comprises dividing a number of messages in the filtered plurality of social media messages by a viewership number corresponding to the selected piece of televised content.
8. The computer-implemented method of claim 1 , wherein the correlation indicates a measure of a number of users that have accessed the selected piece of televised content and have generated a social media message that is related to the selected piece of televised content.
9. The computer-implemented method of claim 1 , wherein the information associated with the filtered plurality of social media messages comprises at least one of a number of messages in the filtered plurality of social media messages and a sentiment of the plurality of social media messages.
10. A non-transitory computer-readable medium comprising instructions executable by at least one processor to perform a method for analyzing content viewership, the method comprising:
accessing televised content data characterizing a selected piece of televised content;
accessing television viewing data associated with the selected piece of televised content, the television viewing data derived from a plurality of televisions that access content via a cable or satellite network;
determining social media matching criteria based upon the televised content data, the social medial matching criteria comprising a geographic location, a time, and a keyword;
filtering a plurality of social media messages based upon the social media matching criteria to identify a filtered plurality of social media messages that are related to the selected piece of televised content, the social media messages associated with social media services that offer services via web servers, the social media messages comprising a user-generated narrative;
calculating an audience engagement measurement corresponding to the selected piece of televised content based upon the filtered plurality of social media messages and the television viewing data; and
calculating a correlation between television rating data associated with the selected piece of televised content and information associated with the filtered plurality of social media messages.
11. The non-transitory computer-readable medium of claim 10 , wherein the selected piece of televised content comprises media streamed over a network.
12. The non-transitory computer-readable medium of claim 10 , wherein the social media matching criteria further comprises a time range outside which social media messages are excluded.
13. The non-transitory computer-readable medium of claim 10 , wherein the social media matching criteria further comprises a plurality of weighted keywords corresponding to the selected piece of televised content.
14. The non-transitory computer-readable medium of claim 10 , further comprising filtering a plurality of social media messages based on demographic data associated with the social media messages.
15. The non-transitory computer-readable medium of claim 10 , further comprising using the audience engagement measurement to determine a causal relation associated with the selected piece of televised content and at least one event.
16. The non-transitory computer-readable medium of claim 10 , wherein calculating the audience engagement measurement comprises dividing a number of messages in the filtered plurality of social media messages by a viewership number corresponding to the selected piece of televised content.
17. A computer system for analyzing content viewership comprising:
at least one processor;
at least one memory comprising instructions configured to be executed by the at least one processor to perform a method comprising:
accessing televised content data characterizing a selected piece of televised content;
accessing television viewing data associated with the selected piece of televised content, the television viewing data derived from a plurality of televisions that access content via a cable or satellite network;
determining social media matching criteria based upon the televised content data, the social medial matching criteria comprising a geographic location, a time, and a keyword;
filtering a plurality of social media messages based upon the social media matching criteria to identify a filtered plurality of social media messages that are related to the selected piece of televised content, the social media messages associated with social media services that offer services via web servers, the social media messages comprising a user-generated narrative;
calculating an audience engagement measurement corresponding to the selected piece of televised content based upon the filtered plurality of social media messages and the television viewing data; and
calculating a correlation between television rating data associated with the selected piece of televised content and information associated with the filtered plurality of social media messages.
18. The computer system of claim 17 , wherein the selected piece of televised content comprises media streamed over a network.
19. The computer system of claim 17 , wherein the social media matching criteria further comprises a time range outside which social media messages are excluded.
20. The computer system of claim 17 , wherein the social media matching criteria further comprises a plurality of weighted keywords corresponding to selected piece of televised content.
21. The computer system of claim 17 , the method further comprising filtering a plurality of social media messages based on demographic data associated with the social media messages.
22. The computer system of claim 17 , the method further comprising using the audience engagement measurement to determine a causal relation associated with the selected piece of televised content and at least one event.
23. The computer system of claim 17 , wherein calculating the audience engagement measurement comprises dividing a number of messages in the filtered plurality of social media messages by a viewership number corresponding to the selected piece of televised content.