Methods and apparatus to estimate demographics of users employing social media
Methods, apparatus, systems and articles of manufacture are disclosed to estimate demographics of users employing social media. An example method disclosed herein includes (1) identifying a social media message regarding an asset, the social media message associated with a user identifier associated with the user, (2) determining demographics associated with a group of people exposed to the asset, (3) associating the user identifier with the asset, and (4) repeating (1) to (3). The example method also includes (5) combining demographics associated with two or more different groups of people with which the user identifier is associated to estimate a demographic profile for the user.
1. A method to estimate demographics of a user of social media, the method comprising:
identifying, by executing an instruction with a processor, first demographics of a first subset of a panel that is associated with a first media asset and second demographics of a second subset of the panel that is associated with a second media asset;
transmitting, by executing an instruction with the processor, an electronic query to a message hosting server via a computer network, the electronic query including a keyword list including a first asset identifier corresponding to the first media asset and a second asset identifier corresponding to the second media asset to obtain a plurality of social media messages that are transmitted over a computer network;
detecting, by executing an instruction with the processor, a first social media message of the plurality of social media messages that mentions the first media asset, the first social media message originated by or received by a user and a second social media message of the plurality of social media messages that mentions the second media asset, the second social media message originated by or received by the user;
determining, by executing an instruction with the processor, the first social media message satisfies a first media asset rule, the first media asset rule corresponding to a first time block associated with the first media asset;
in response to the determining, generating, by executing an instruction with the processor, a composite demographic profile for the user based on the first demographics and the second demographics; and
storing an association of the composite demographic profile with the user.
2. The method of claim 1 , wherein a first user identifier associated with the first social media message is tagged with the first demographics and a second user identifier associated with the second social media message is tagged with the second demographics.
3. The method of claim 2 , wherein the first demographics include a first set of demographic categories, each demographic category including a likelihood of representing the first demographics and the second demographics include a second set of demographic categories, each demographic category including a likelihood of representing the second demographics.
4. The method of claim 3 , wherein the composite demographic profile is generated based on a statistical analysis of the likelihoods for each demographic category from the first demographics and the second demographics.
5. The method of claim 2 , wherein storing an association of the composite demographic profile includes storing a record of the first user identifier tagged with the first demographics and a record of the second user identifier tagged with the second demographics.
6. The method of claim 1 , wherein the first media asset and the second media asset are associated with at least one keyword.
7. The method of claim 1 , further including determining, by executing an instruction with the processor, the second social media message satisfies a second media asset rule, the second media asset rule corresponding to a second time block associated with the second media asset.
8. A system to estimate demographics of a user of social media, the system comprising:
an identifier to identify, by executing an instruction with a processor, first demographics of a first subset of a panel that is associated with a first media asset and second demographics of a second subset of the panel that is associated with a second media asset;
a transmitter to transmit, by executing an instruction with the processor, an electronic query to a message hosting server via a computer network, the electronic query including a keyword list including a first asset identifier corresponding to the first media asset and a second asset identifier corresponding to the second media asset to obtain a plurality of social media messages that are transmitted over a computer network;
a detector to detect, by executing an instruction with the processor, a first social media message of the plurality of social media messages that mentions the first media asset, the first social media message originated by or received by a user and a second social media message of the plurality of social media messages that mentions the second media asset, the second social media message originated by or received by the user;
the identifier to determine the first social media message satisfies a first media asset rule, the first media asset rule corresponding to a first time block associated with the first media asset;
a generator to generate, in response to the determining, by executing an instruction with the processor, a composite demographic profile for the user based on the first demographics and the second demographics; and
an association storer to, by executing an instruction with the processor, store an association of the composite demographic profile with the user.
9. The system of claim 8 , wherein a first user identifier associated with the first social media message is tagged with the first demographics and a second user identifier associated with the second social media message is tagged with the second demographics.
10. The system of claim 9 , wherein the first demographics include a first set of demographic categories, each demographic category including a likelihood of representing the first demographics and the second demographics include a second set of demographic categories, each demographic category including a likelihood of representing the second demographics.
11. The system of claim 10 , wherein the composite demographic profile is generated based on a statistical analysis of the likelihoods for each demographic category from the first demographics and the second demographics.
12. The system of claim 9 , wherein storing an association of the composite demographic profile includes storing a record of the first user identifier tagged with the first demographics and a record of the second user identifier tagged with the second demographics.
13. The system of claim 8 , wherein the first media asset and the second media asset are associated with at least one keyword.
14. The system of claim 8 , further including the identifier to determine the second social media message satisfies a second media asset rule, the second media asset rule corresponding to a second time block associated with the second media asset.
15. A tangible computer-readable storage medium comprising instructions that, when executed, cause a processor to at least:
identify, by executing an instruction with a processor, first demographics of a first subset of a panel that is associated with a first media asset and second demographics of a second subset of the panel that is associated with a second media asset;
transmit, by executing an instruction with the processor, an electronic query to a message hosting server via a computer network, the electronic query including a keyword list including a first asset identifier corresponding to the first media asset and a second asset identifier corresponding to the second media asset to obtain a plurality of social media messages that are transmitted over a computer network;
detect, by executing an instruction with the processor, a first social media message of the plurality of social media messages that mentions the first media asset, the first social media message originated by or received by a user and a second social media message of the plurality of social media messages that mentions the second media asset, the second social media message originated by or received by the user;
determine the first social media message satisfies a first media asset rule, the first media asset rule corresponding to a first time block associated with the first media asset;
in response to the determining, generate a composite demographic profile for the user based on the first demographics and the second demographics; and
store an association of the composite demographic profile with the user.
16. The tangible computer-readable storage medium of claim 15 , wherein a first user identifier associated with the first social media message is tagged with the first demographics and a second user identifier associated with the second social media message is tagged with the second demographics.
17. The tangible computer-readable storage medium of claim 16 , wherein the first demographics include a first set of demographic categories, each demographic category including a likelihood of representing the first demographics and the second demographics include a second set of demographic categories, each demographic category including a likelihood of representing the second demographics.
18. The tangible computer-readable storage medium of claim 17 , wherein the composite demographic profile is generated based on a statistical analysis of the likelihoods for each demographic category from the first demographics and the second demographics.
19. The tangible computer-readable storage medium of claim 16 , wherein storing an association of the composite demographic profile includes storing a record of the first user identifier tagged with the first demographics and a record of the second user identifier tagged with the second demographics.
20. The tangible computer-readable storage medium of claim 15 , wherein the first media asset and the second media asset are associated with at least one keyword.