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00_​Scalable_​Data_​Generation_​secondExample

Scalable Data Generation

This workflow is used to serve the Performance and Scalability Examples. As it generates data with the same attributes randomly, it can be use to generate datasets of various sizes. They will all generate similar models, but will require more processing power.

The data we are generating here is a customer data set. You get different features of the customers as the number of products they buy, their gender or income.
Show how to generate the whole shopping basket. How to use existing informations for it
and how everything can finally be exported for mining.

Scalable Data GenerationThis workflow is used to serve the Performance and Scalability Examples. As it generates data with the sameattributes randomly, it can be use to generate datasets of various sizes. They will all generate similar models, butwill require more processing power.The data we are generating here is a customer data set. You get different features of the customers as thenumber of products they buy, their gender or income.Show how to generate the whole shopping basket. How to use existing informations for itand how everything can finally be exported for mining. Data Generation Write to Disk(Backup Copy)SetNumberof RowsSend to callingworkflowGet from CallingWorkflow Customer generation Create Income(age / student) CSV Writer Integer Input ContainerOutput (Table) Container Input(Variable) Generate Nrof Products Scalable Data GenerationThis workflow is used to serve the Performance and Scalability Examples. As it generates data with the sameattributes randomly, it can be use to generate datasets of various sizes. They will all generate similar models, butwill require more processing power.The data we are generating here is a customer data set. You get different features of the customers as thenumber of products they buy, their gender or income.Show how to generate the whole shopping basket. How to use existing informations for itand how everything can finally be exported for mining. Data Generation Write to Disk(Backup Copy)SetNumberof RowsSend to callingworkflowGet from CallingWorkflow Customer generation Create Income(age / student) CSV Writer Integer Input ContainerOutput (Table) Container Input(Variable) Generate Nrof Products

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To use this workflow in KNIME, download it from the below URL and open it in KNIME:

Download Workflow
On NodePit since: 2020-12-04
Last update: 2024-12-17
Created with KNIME version: v4.1.1

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