https://github.com/aaaastark/market-basket-apriori-arules-analysis-r

R Market Basket (Apriori and Arules) Analysis and Visualization
https://github.com/aaaastark/market-basket-apriori-arules-analysis-r

apriori arules arulesviz ggplot2 knitr lubridate market-basket market-basket-analysis market-basket-optimization plyr r readxl tidyverse visulization

Last synced: 8 months ago
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R Market Basket (Apriori and Arules) Analysis and Visualization

• Host: GitHub
• URL: https://github.com/aaaastark/market-basket-apriori-arules-analysis-r
• Owner: aaaastark
• Created: 2022-06-29T11:21:01.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2022-06-29T11:36:07.000Z (over 3 years ago)
• Last Synced: 2025-01-15T14:16:46.958Z (9 months ago)
• Topics: apriori, arules, arulesviz, ggplot2, knitr, lubridate, market-basket, market-basket-analysis, market-basket-optimization, plyr, r, readxl, tidyverse, visulization
• Homepage: https://github.com/aaaastark/market-basket-apriori-arules-analysis-r
• Size: 1000 Bytes
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# R Market Basket (apriori and arules) Analysis

DataSet ICS.UCI (Online Retails): "https://archive.ics.uci.edu/ml/machine-learning-databases/00352/Online%20Retail.xlsx"

#### API that are used in this Project

- arules

- arulesViz

- tidyverse

- readxl

- knitr

- ggplot2

- lubridate

- plyr

- dplyr

#### Frequency Plot Representation: 

![download](https://user-images.githubusercontent.com/74346775/176426385-d6188e72-c8fc-4885-8cb9-227c5e07a2d9.png)

![download (1)](https://user-images.githubusercontent.com/74346775/176426397-c92440c6-c220-4640-80e1-64d83a5313d7.png)

#### APRIORI Algorithm:

![download (2)](https://user-images.githubusercontent.com/74346775/176426529-b44f28b6-6dd9-44d9-8e4b-952da30789ce.png)

#### Visualizing Association Rules: Scatter-Plot:

![download (3)](https://user-images.githubusercontent.com/74346775/176426591-2814d25a-3c4d-40ce-9ac9-411c94d44b6e.png)