Top 4 item bundles with explanations:
1. Wire #5 → Bolts #1 - Support: These two items were bought together in 0.14% of all transactions. - Confidence: When customers buy 'Wire #5', they also buy 'Bolts #1' 14.58% of the time. - Lift: Customers buy 'Wire #5' and 'Bolts #1' together more often than random chance (Lift = 12.36). Good bundle candidate!
2. Bolts #1 → Wire #5 - Support: These two items were bought together in 0.14% of all transactions. - Confidence: When customers buy 'Bolts #1', they also buy 'Wire #5' 11.86% of the time. - Lift: Customers buy 'Bolts #1' and 'Wire #5' together more often than random chance (Lift = 12.36). Good bundle candidate!
3. Hose #3 → Valve #1 - Support: These two items were bought together in 0.12% of all transactions. - Confidence: When customers buy 'Hose #3', they also buy 'Valve #1' 10.71% of the time. - Lift: Customers buy 'Hose #3' and 'Valve #1' together more often than random chance (Lift = 8.24). Good bundle candidate!
4. Fire Extinguisher #3 → Anchors #2 - Support: These two items were bought together in 0.10% of all transactions. - Confidence: When customers buy 'Fire Extinguisher #3', they also buy 'Anchors #2' 9.43% of the time. - Lift: Customers buy 'Fire Extinguisher #3' and 'Anchors #2' together more often than random chance (Lift = 7.04). Good bundle candidate!