Random data generated for market basket analysis

Citation Author(s):
Sule
Mohammed
Submitted by:
Sule Mohammed
Last updated:
Tue, 04/12/2022 - 05:35
DOI:
10.21227/86gf-zb22
Data Format:
*.csv
License:
Creative Commons Attribution
2621 Views
Categories:
Other
Keywords:
Association rule mining, market basket analysis
0
0 ratings - Please login to submit your rating.
ACCESS DATASET CITE SHARE/EMBED

Abstract 

This is a dataset that contains 50,000 transactions and 13 features/columns, the data set is used to perform market basket analysis in association rule mining.

A random function was used during the generation and the function generates random numbers of 0's and 1's for all 13 features of each transaction.

The probability of generating a 1 is twice as high as 0, this way there will be a strong or almost-strong association between the features. 

1 means an item was purchased by the user and 0 means the item was not purchased.

Instructions: 

1. It can be used for market basket analysis purposes.

2. In a decision to increase the dataset, use a function that generates twice 1's as 0's for consistency

Comments

i agree

Submitted by nurul hasana on Sat, 01/07/2023 - 03:56

i agree

Submitted by yash kumar on Sun, 02/25/2024 - 03:10

need this dataset for further enhence and work on this area

Submitted by Devang Gandhi on Tue, 01/17/2023 - 01:24

This is a very good work. Please can I get access to this research and dataset for advancement and further research? Thanks

Submitted by Peter Oluokun on Tue, 04/04/2023 - 15:48

I agree

Submitted by yash kumar on Sun, 02/25/2024 - 03:11

I want this dataset to exercise my knowlenge 

Submitted by CHRISTOS PAPADO... on Thu, 08/29/2024 - 08:10

Dataset Files

LOGIN TO ACCESS DATASET FILES

 

QUESTIONS?