Addressable measurement framework

1. An apparatus to perform addressable advertisement measurement, the apparatus comprising:

a data pre-processor to perform a common homes analysis of provider data and panel data to determine a coverage footprint associated with the provider data, the provider data including at least one of return path data reported by a plurality of set-top boxes or automatic content recognition data reported by a plurality of smart media devices, the panel data reported by media device meters; and

ratings estimator to:

weight a portion of the provider data based on the common homes analysis;

weight a portion of the panel data based on the common homes analysis; and

calculate an addressable advertisement rating based on the weighted portion of the provider data and the weighted portion of the panel data.

2. The apparatus of claim 1 , wherein the provider data includes the return path data reported by the plurality of set-top boxes, and to perform the common homes analysis, the data pre-processor is to:

analyze the provider data to identify a first portion of the provider data corresponding to a first portion of the coverage footprint associated with first ones of the set top boxes that are return path data capable;

analyze the provider data to identify a second portion of the provider data corresponding to a second portion of the coverage footprint associated with second ones of the set top boxes that are not return path data capable; and

compare the first portion of the provider data with the portion of the panel data to determine whether the first portion of the provider data is also representative of the second portion of the coverage footprint, the portion of the panel data also representative of the second portion of the coverage footprint associated with the second ones of the set top boxes that are not return path data capable.

3. The apparatus of claim 2 , wherein the ratings estimator is to weight the portion of the panel data to represent the second portion of the coverage footprint when the first portion of the provider data is determined to not be representative of the second portion of the coverage footprint.

4. The apparatus of claim 1 , wherein the provider data includes the automatic content recognition data reported by the plurality of smart media devices, and to perform the common homes analysis, the data pre-processor is to:

analyze the provider data to identify a first portion of the provider data corresponding to a first portion of the coverage footprint associated with first ones of the smart media devices that are capable of performing automatic content recognition;

analyze the provider data to identify a second portion of the provider data corresponding to a second portion of the coverage footprint associated with second ones of the smart media devices that are at least one of not network connected or that are not opted in to perform automatic content recognition; and

compare the first portion of the provider data with the portion of the panel data to determine whether the first portion of the provider data is also representative of the second portion of the coverage footprint, the portion of the panel data also representative of the second portion of the coverage footprint associated with the second ones of the smart media devices that are at least one of not network connected or that are not opted in to perform automatic content recognition.

5. The apparatus of claim 4 , wherein the ratings estimator is to weight the portion of the panel data to represent the second portion of the coverage footprint when the first portion of the provider data is determined to not be representative of the second portion of the coverage footprint.

6. The apparatus of claim 1 , wherein the ratings estimator is to:

identify addressable advertisement impressions represented in the provider data; and

calculate, based on the weighted portion of the provider data and the weighted portion of the panel data, the addressable advertisement rating to represent exposure to the addressable advertisement impressions.

7. The apparatus of claim 6 , wherein the ratings estimator is to remove the addressable advertisement impressions from calculation of a linear advertisement rating different from the addressable advertisement rating.

8. At least one non-transitory computer readable medium comprising computer readable instructions that, when executed, cause one or more processors to at least:

perform a common homes analysis of provider data and panel data to determine a coverage footprint associated with the provider data, the provider data including at least one of return path data reported by a plurality of set-top boxes or automatic content recognition data reported by a plurality of smart media devices, the panel data reported by media device meters;

weight a portion of the provider data based on the common homes analysis;

weight a portion of the panel data based on the common homes analysis; and

calculate an addressable advertisement rating based on the weighted portion of the provider data and the weighted portion of the panel data.

9. The at least one non-transitory computer readable medium of claim 8 , wherein the provider data includes the return path data reported by the plurality of set-top boxes, and to perform the common homes analysis, the instructions cause the one or more processors to:

analyze the provider data to identify a first portion of the provider data corresponding to a first portion of the coverage footprint associated with first ones of the set top boxes that are return path data capable;

analyze the provider data to identify a second portion of the provider data corresponding to a second portion of the coverage footprint associated with second ones of the set top boxes that are not return path data capable; and

compare the first portion of the provider data with the portion of the panel data to determine whether the first portion of the provider data is also representative of the second portion of the coverage footprint, the portion of the panel data also representative of the second portion of the coverage footprint associated with the second ones of the set top boxes that are not return path data capable.

10. The at least one non-transitory computer readable medium of claim 9 , wherein the instructions cause the one or more processors to weight the portion of the panel data to represent the second portion of the coverage footprint when the first portion of the provider data is determined to not be representative of the second portion of the coverage footprint.

11. The at least one non-transitory computer readable medium of claim 8 , wherein the provider data includes the automatic content recognition data reported by the plurality of smart media devices, and to perform the common homes analysis, the instructions cause the one or more processors to:

analyze the provider data to identify a first portion of the provider data corresponding to a first portion of the coverage footprint associated with first ones of the smart media devices that are capable of performing automatic content recognition;

analyze the provider data to identify a second portion of the provider data corresponding to a second portion of the coverage footprint associated with second ones of the smart media devices that are at least one of not network connected or that are not opted in to perform automatic content recognition; and

compare the first portion of the provider data with the portion of the panel data to determine whether the first portion of the provider data is also representative of the second portion of the coverage footprint, the portion of the panel data also representative of the second portion of the coverage footprint associated with the second ones of the smart media devices that are at least one of not network connected or that are not opted in to perform automatic content recognition.

12. The at least one non-transitory computer readable medium of claim 11 , wherein the instructions cause the one or more processors to weight the portion of the panel data to represent the second portion of the coverage footprint when the first portion of the provider data is determined to not be representative of the second portion of the coverage footprint.

13. The at least one non-transitory computer readable medium of claim 8 , wherein the instructions cause the one or more processors to:

identify addressable advertisement impressions represented in the provider data; and

calculate, based on the weighted portion of the provider data and the weighted portion of the panel data, the addressable advertisement rating to represent exposure to the addressable advertisement impressions.

14. The at least one non-transitory computer readable medium of claim 13 , wherein the instructions cause the one or more processors to remove the addressable advertisement impressions from calculation of a linear advertisement rating different from the addressable advertisement rating.

15. A method to perform addressable advertisement measurement, the method comprising:

performing, by executing an instruction with at least one processor, a common homes analysis of provider data and panel data to determine a coverage footprint associated with the provider data, the provider data including at least one of return path data reported by a plurality of set-top boxes or automatic content recognition data reported by a plurality of smart media devices, the panel data reported by media device meters;

weighting a portion of the provider data based on the common homes analysis;

weighting a portion of the panel data based on the common homes analysis; and

calculating, by executing an instruction with the at least one processor, an addressable advertisement rating based on the weighted portion of the provider data and the weighted portion of the panel data.

16. The method of claim 15 , wherein the provider data includes the return path data reported by the plurality of set-top boxes, and the performing of the common homes analysis includes:

analyzing the provider data to identify a first portion of the provider data corresponding to a first portion of the coverage footprint associated with first ones of the set top boxes that are return path data capable;

analyzing the provider data to identify a second portion of the provider data corresponding to a second portion of the coverage footprint associated with second ones of the set top boxes that are not return path data capable; and

comparing the first portion of the provider data with the portion of the panel data to determine whether the first portion of the provider data is also representative of the second portion of the coverage footprint, the portion of the panel data also representative of the second portion of the coverage footprint associated with the second ones of the set top boxes that are not return path data capable.

17. The method of claim 16 , wherein the weighting of the portion of the panel data includes weighting the portion of the panel data to represent the second portion of the coverage footprint when the first portion of the provider data is determined to not be representative of the second portion of the coverage footprint.

18. The method of claim 15 , wherein the provider data includes the automatic content recognition data reported by the plurality of smart media devices, and the performing of the common homes analysis includes:

analyzing the provider data to identify a first portion of the provider data corresponding to a first portion of the coverage footprint associated with first ones of the smart media devices that are capable of performing automatic content recognition;

analyzing the provider data to identify a second portion of the provider data corresponding to a second portion of the coverage footprint associated with second ones of the smart media devices that are at least one of not network connected or that are not opted in to perform automatic content recognition; and

comparing the first portion of the provider data with the portion of the panel data to determine whether the first portion of the provider data is also representative of the second portion of the coverage footprint, the portion of the panel data also representative of the second portion of the coverage footprint associated with the second ones of the smart media devices that are at least one of not network connected or that are not opted in to perform automatic content recognition.

19. The method of claim 18 , wherein the weighting of the portion of the panel data includes weighting the portion of the panel data to represent the second portion of the coverage footprint when the first portion of the provider data is determined to not be representative of the second portion of the coverage footprint.

20. The method of claim 15 , wherein the calculating of the addressable advertisement rating includes (i) identifying addressable advertisement impressions represented in the provider data, and (ii) calculating, based on the weighted portion of the provider data and the weighted portion of the panel data, the addressable advertisement rating to represent exposure to the addressable advertisement impressions, and further including removing the addressable advertisement impressions from calculation of a linear advertisement rating different from the addressable advertisement rating.