Missing Coordinates from Amazon Location Service Geocoding Results

1

We’re using Amazon Location Service (Place Index) to geocode business addresses as part of an AWS Lambda pipeline. While many records return valid latitude and longitude values, a significant number are missing coordinates. The address data is pre-processed for formatting, but inconsistencies still occur. What are the common reasons ALS might fail to return geolocation results for some inputs? And what steps can we take to improve match rates and ensure more complete geocoding coverage?

asked 16 days ago57 views
2 Answers
0

Results should not be returned from Location Service with an address but no coordinates. Could you provide some examples of this behavior?

Could you also confirm which API you are using? Are you using the new Geocode API? Or the older, SearchPlaceIndexForText API?

Thanks!

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EXPERT
answered 16 days ago
0

Hey there,

It seems that there exists many subcategories in the AWS CLI geocoding method for ALS, so it may be useful if you can explore providing more context data to those unmatched geocode addresses

{
  "Country": "string",
  "Region": "string",
  "SubRegion": "string",
  "Locality": "string",
  "District": "string",
  "Street": "string",
  "AddressNumber": "string",
  "PostalCode": "string"
}

Source: https://docs.aws.amazon.com/cli/latest/reference/geo-places/geocode.html

Using the Places family of APIs, you may improve your match rates in the ALS APIs by incorporating geographical context. This includes using bias positions to prioritize nearby locations or applying spatial filters like circles and bounding boxes to constrain the search area. Furthermore, you can refine your queries using various filters provided by the service, such as country codes, place types, business categories, chain affiliations, and cuisine types if you have any of that data on hand.

Sources:

Perhaps you may also try the new LocationServicePlacesV2 client, it have several useful methods with you may directly invoke with the any data parameters you have like:

  • geocode
  • reverse_geocode
  • search_nearby
  • search_text
  • suggest

Source: https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/geo-places.html

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answered 16 days ago

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