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docs/streaming-kinesis-integration.md
@@ -9,7 +9,7 @@ Here we explain how to configure Spark Streaming to receive data from Kinesis.
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#### Configuring Kinesis
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-A Kinesis stream can be set up at one of the valid Kinesis endpoints with 1 or more shards following
+A Kinesis stream can be set up at one of the valid Kinesis endpoints with 1 or more shards per the following
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[guide](http://docs.aws.amazon.com/kinesis/latest/dev/step-one-create-stream.html).
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