A simple Market Basket Analysis that uses the apriori algorithm to find affinities between retail products
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Updated
Oct 31, 2018 - R
A simple Market Basket Analysis that uses the apriori algorithm to find affinities between retail products
Analyzing Behavior of ISIS and Al-Qaeda using Association Rule Mining (A Research Paper Implementation)
Web app for mining and visually analyzing association rules.
Developing a Recommender System for Customers in a Scan and Go store using Apriori Algorithm in Market Basket Analysis
Extract knowledge from a data using different techniques, including Association Rules Hierarchical Agglomerative Clustering (HAC) K-means Clustering Decision Trees
This repository contains coursework for the Data Mining course in the MS Applied Business Analytics program at Boston University.
This repository includes my marketing/data analytics project on monitor dataset that includes Maximum Likelihood Model, Market Simulation, Cluster Analysis, Market Basket Analysis, Association Rule Mining, Hierarchical Bayesian Regression Model, R script code.
Implementation of Apriori Algorithm on Market Basket Data with Rstudio
R code to analyze streaming video platforms (code developed by Maitha Almemari and Mariam Almuhairi)
Using R to implement Association rule mining.
I use R to analyze shopping transaction data, identify which supermarket items are frequently purchased together using association rule mining and the strength of those relationships, visualize the findings, and evaluate potential profit margins for different items.
Undergraduate Project - Association Rule (Basket) Analysis on 'Groceries' Data
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