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AWS neptune-analytics documentation change

Service: neptune-analytics · 2026-03-13 · Documentation low

File: neptune-analytics/latest/userguide/algorithms.md

Summary

Minor grammatical fixes, typo corrections, and clarifications in algorithm documentation

Security assessment

Changes are editorial improvements with no security implications or additions to security-related content.

Diff

diff --git a/neptune-analytics/latest/userguide/algorithms.md b/neptune-analytics/latest/userguide/algorithms.md
index 0a94ffc79..cacf6e815 100644
--- a//neptune-analytics/latest/userguide/algorithms.md
+++ b//neptune-analytics/latest/userguide/algorithms.md
@@ -28 +28 @@ Category | Action | Algorithms | Common Uses
-[Centrality](./centrality-algorithms.html) | Determines the absolute or relative importance of a node in the graph. | 
+[Centrality](./centrality-algorithms.html) | Determine the absolute or relative importance of a node in the graph. | 
@@ -95 +95 @@ Algorithms in Neptune Analytics are integrated naturally into openCypher through
-You can run algorithms in the SDKs using the `ExecuteOpenCypherQuery` operation or in boto3 and the AWS CLI using the `execute-query` command. If you don't want to use the SDK or CLI, you can use you can use [`awscurl`](https://docs.aws.amazon.com/neptune/latest/userguide/iam-auth-connect-command-line.html#iam-auth-connect-awscurl) to sign your Neptune Analytics requests using [signed using Signature Version 4 (Sig4)](https://docs.aws.amazon.com/general/latest/gr/signing-aws-api-requests.html). For example, you can run a simple breadth-first search like this:
+You can run algorithms in the SDKs using the `ExecuteOpenCypherQuery` operation or in boto3 and the AWS CLI using the `execute-query` command. If you don't want to use the SDK or CLI, you can use [`awscurl`](https://docs.aws.amazon.com/neptune/latest/userguide/iam-auth-connect-command-line.html#iam-auth-connect-awscurl) to sign your Neptune Analytics requests [using Signature Version 4 (Sig4)](https://docs.aws.amazon.com/general/latest/gr/signing-aws-api-requests.html). For example, you can run a simple breadth-first search like this:
@@ -126 +126 @@ By identifying the most influential or important nodes within a network, central
-  * [Similarity algorithms](./similarity-algorithms.html) – Graph similarity algorithms allow you to compare and analyze the similarities and dissimilarities between different graph structures, which can provide insight into relationships, patterns, and commonalities across diverse datasets. This is invaluable in various fields, such as biology, for comparing molecular structures, such as social networks, for identifying similar communities, and such as recommendation systems, for suggesting similar items based on user preferences.
+  * [Similarity algorithms](./similarity-algorithms.html) – Graph similarity algorithms allow you to compare and analyze the similarities and dissimilarities between different graph structures, which can provide insight into relationships, patterns, and commonalities across diverse datasets. This is invaluable in various fields, including biology for comparing molecular structures, social networks for identifying similar communities, and recommendation systems for suggesting similar items based on user preferences.