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The information pipeline for this knowledge engineering project has 5 phases - info ingestion, NiFi GetTwitter processor that will get authentic-time tweets from Twitter and ingests them into a messaging queue. Collection occurs during the Kafka topic.

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Slowly and gradually modifying Proportions (SCDs) are those characteristics within a dataset that have their values amended above quite a while and therefore are not current consistently. A couple of examples of SCDs involve geographical place, personnel, and clients.

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