Methods and apparatus to identify local trade areas
View Patent ↗Methods, apparatus, systems and articles of manufacture to identify local trade areas are disclosed. An example method includes selecting, with a processor, census block groups (CBGs) associated with a retailer location, identifying, with the processor, a plurality of stores within the selected CBGs and associated all commodities volume (ACV) values for respective ones of the plurality of stores, calculating, with the processor, similarity index values associated with respective pairs of the plurality of stores, generating, with the processor, local trade areas (LTAs) of subgroups of the plurality of stores based on a comparison of the similarity index values to a similarity threshold value, and when a respective one of the LTAs includes a violation of a releasability criterion, preventing, with the processor, erroneous disclosure of market share information by re-distributing the stores within the respective one of the LTAs to a geographically adjacent LTA.
1. A computer-implemented method to identify a local trade area (LTA), comprising:
selecting, by executing an instruction with a processor, census block groups (CBGs) associated with a retailer location, the CBGs retrieved via a network from a storage location;
identifying, by executing an instruction with the processor, stores within the selected CBGs and associated all commodities volume (ACV) values for respective ones of the stores, the ACV values retrieved via the network from the storage location;
calculating, by executing an instruction with the processor, similarity index values associated with respective pairs of the stores;
reducing computational waste associated with analyzing dissimilar stores by generating, by executing an instruction with the processor, local trade areas (LTAs) of subgroups of the stores based on a comparison of the similarity index values to a similarity threshold value; and
when a respective one of the LTAs includes a violation of a releasability criterion during transmission of data associated with the LTAs, preventing, by executing an instruction with the processor, erroneous disclosure of market share information by re-distributing the stores within the respective one of the LTAs to a geographically adjacent LTA.
2. A computer-implemented method as defined in claim 1 , further including calculating the similarity index values based on a ratio of (a) a sum of ACV values of respective pairs of the stores that share a common CBG and (b) a sum of ACV values of the respective pairs of the stores from all CBGs in which they contribute.
3. A computer-implemented method as defined in claim 1 , further including calculating a geographical center of the LTAs, the geographical center based on geographical coordinates of the subgroups of the stores.
4. A computer-implemented method as defined in claim 1 , wherein the releasability criterion violation represents a store sales amount within a geographical area defined by one of the LTAs.
5. A computer-implemented method as defined in claim 1 , wherein re-distributing the stores to the geographically adjacent LTA includes re-distributing to two or more geographically adjacent LTAs.
6. A computer-implemented method as defined in claim 5 , further including verifying the two or more geographically adjacent LTAs satisfy the releasability criterion by re-calculating a market share value of respective stores in the two or more geographically adjacent LTAs.
7. A computer-implemented method as defined in claim 1 , further including identifying the geographically adjacent LTA as ready for syndicated distribution when the releasability criterion is not violated.
8. A computer-implemented method as defined in claim 1 , further including generating a distribution shape file of the geographically adjacent LTA.
9. A computer-implemented method as defined in claim 8 , further including adding demographic information associated with respective CBGs to the distribution shape file.
10. An apparatus to identify a local trade area (LTA), comprising:
a census block group (CBG) interface to select CBGs associated with a retailer location, the CBGs retrieved via a network from a storage location;
an all commodities volume (ACV) interface to identify stores within the selected CBGs and associated ACV values for respective ones of the stores, the ACV values retrieved via the network from the storage location;
a similarity index engine to calculate similarity index values associated with respective pairs of the stores;
a local trading area builder to reduce computational waste associated with an analysis of dissimilar stores by generating local trade areas (LTAs) of subgroups of the stores based on a comparison of the similarity index values to a similarity threshold value; and
a release requirement manager to, when a respective one of the LTAs includes a violation of a releasability criterion, prevent erroneous disclosure of market share information criterion during transmission of data associated with the LTAs by re-distributing the stores within the respective one of the LTAs to a geographically adjacent LTA, at least one of the census block group interface, the all commodities volume interface, the similarity index engine, the local trading area building, and the release requirement manager including a logic circuit.
11. An apparatus as defined in claim 10 , wherein the similarity index engine is to calculate the similarity index values based on a ratio of (a) a sum of ACV values of respective pairs of the stores that share a common CBG and (b) a sum of ACV values of the respective pairs of the stores from all CBGs in which they contribute.
12. An apparatus as defined in claim 10 , further including an LTA spatial engine to calculate a geographical center of the LTAs, the geographical center based on geographical coordinates of the subgroups of the stores.
13. An apparatus as defined in claim 10 , wherein the releasability criterion violation represents a store sales amount within a geographical area defined by one of the LTAs.
14. An apparatus as defined in claim 10 , wherein the release requirement manager is to re-distribute to two or more geographically adjacent LTAs.
15. An apparatus as defined in claim 14 , further including a market share calculator to verify the two or more geographically adjacent LTAs satisfy the releasability criterion by re-calculating a market share value of respective stores in the two or more geographically adjacent LTAs.
16. An apparatus as defined in claim 10 , wherein the local trading area builder is to identify the geographically adjacent LTA as ready for syndicated distribution when the releasability criterion is not violated.
17. An apparatus as defined in claim 10 , further including a shape file generator to generate a distribution shape file of the geographically adjacent LTAs.
18. An apparatus as defined in claim 17 , wherein the local trading area builder is to provide sales data based on a received geographic coordinate, the sales data associated with at least one LTA located proximate to the received geographic coordinate.
19. A tangible computer-readable storage medium comprising computer-readable instructions that, when executed, cause a processor to, at least:
select census block groups (CBGs) associated with a retailer location, the CBGs retrieved via a network from a storage location;
identify stores within the selected CBGs and associated all commodities volume (ACV) values for respective ones of the stores, the ACV values retrieved via the network from the storage location;
calculate similarity index values associated with respective pairs of the stores;
reduce computational waste associated with analyzing dissimilar stores by generating local trade areas (LTAs) of subgroups of the stores based on a comparison of the similarity index values to a similarity threshold value; and
when a respective one of the LTAs includes a violation of a releasability criterion during transmission of data associated with the LTAs, prevent erroneous disclosure of market share information by re-distributing the stores within the respective one of the LTAs to a geographically adjacent LTA.
20. A tangible computer-readable storage medium as defined in claim 19 , wherein the instructions, when executed, cause the processor to calculate the similarity index values based on a ratio of (a) a sum of ACV values of respective pairs of the stores that share a common CBG and (b) a sum of ACV values of the respective pairs of the stores from all CBGs in which they contribute.