Association Rule Analysis

Convert Transaction Data, Convert Rules to data.frame, Association Rule Analysis

Convert Transaction Data

Input Data

Before the Association Rule Analysis, the data should be converted into transaction data (every transaction becomes a single row) form.

	Inputs
Target Data	Data input
Transaction Data	Name of the transaction after conversion (fill it out at your discretion)
transaction id	user-selected transaction id column
item	user-selected item description column for transactions

[ Task Information for Convert Transaction Data]

Convert Rules to data.frame

Input Data

Convert the transaction into data.frame

	Inputs
Target Data	Data (transaction) input
Output Name	Name of the data frame conversion (fill it out at your discretion)

[Task Information of Convert Rules to data.frame]

Association Rule Analysis

Input Data

	Inputs
Target Data	Data input- transaction data or any data structure (e.g, a binary matrix or data.frame) which can be converted into transactions
Output Name	Name of the model (fill it out at your discretion)

[Task Information of Association Rule Analysis]

Workflow Example

R-Flow Task Example Video - Association Analysis

R-Package

Convert Transaction Data/Convert rules to data.frame: https://www.rdocumentation.org/packages/arules/versions/1.6-6/topics/transactions-class

Association Rule Analysis: https://www.rdocumentation.org/packages/arules/versions/1.6-6/topics/apriori