Project Purpose
This web application demonstrates Market Basket Analysis using Association Rule Mining. It stores shopping transactions, finds frequent itemsets using a simplified Apriori approach, and generates association rules using support and confidence.
Default Parameters
You can adjust thresholds on the analysis page.
Min support: 0.20
Min confidence: 0.60
Transactions
9
#9
2025-12-22 16:20:04.330598
4 items
bread
butter
diapers
milk
#8
2025-12-22 16:20:03.970126
3 items
beer
chips
diapers
#7
2025-12-22 16:20:03.675489
4 items
beer
bread
diapers
milk
#6
2025-12-22 16:20:03.275908
2 items
beer
bread
#5
2025-12-22 16:20:02.94813
3 items
bread
butter
milk
#4
2025-12-22 16:20:02.671508
2 items
beer
chips
#3
2025-12-22 16:20:02.363658
2 items
bread
butter
#2
2025-12-22 16:20:02.090646
2 items
bread
milk
#1
2025-12-22 16:20:01.734115
3 items
bread
eggs
milk