diff --git "a/historical_procurement_data.json" "b/historical_procurement_data.json"
deleted file mode 100644--- "a/historical_procurement_data.json"
+++ /dev/null
@@ -1,12002 +0,0 @@
-[
-  {
-    "id": 1,
-    "category": "IT Equipment",
-    "quantity": 8,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 927.91,
-    "delivery_performance": 0.79,
-    "quality_score": 0.95
-  },
-  {
-    "id": 2,
-    "category": "IT Equipment",
-    "quantity": 80,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 8304.8,
-    "delivery_performance": 0.85,
-    "quality_score": 0.85
-  },
-  {
-    "id": 3,
-    "category": "Office Supplies",
-    "quantity": 96,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 12214.24,
-    "delivery_performance": 0.58,
-    "quality_score": 0.85
-  },
-  {
-    "id": 4,
-    "category": "Office Supplies",
-    "quantity": 94,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 9751.27,
-    "delivery_performance": 0.82,
-    "quality_score": 0.86
-  },
-  {
-    "id": 5,
-    "category": "Services",
-    "quantity": 17,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 1955.92,
-    "delivery_performance": 0.85,
-    "quality_score": 0.98
-  },
-  {
-    "id": 6,
-    "category": "Services",
-    "quantity": 15,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 1951.71,
-    "delivery_performance": 0.8,
-    "quality_score": 0.88
-  },
-  {
-    "id": 7,
-    "category": "Raw Materials",
-    "quantity": 15,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 2972.05,
-    "delivery_performance": 0.87,
-    "quality_score": 0.87
-  },
-  {
-    "id": 8,
-    "category": "Raw Materials",
-    "quantity": 31,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 7802.92,
-    "delivery_performance": 0.78,
-    "quality_score": 0.91
-  },
-  {
-    "id": 9,
-    "category": "Raw Materials",
-    "quantity": 86,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 20334.91,
-    "delivery_performance": 0.8,
-    "quality_score": 0.89
-  },
-  {
-    "id": 10,
-    "category": "Raw Materials",
-    "quantity": 13,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 2545.73,
-    "delivery_performance": 0.86,
-    "quality_score": 0.91
-  },
-  {
-    "id": 11,
-    "category": "Raw Materials",
-    "quantity": 22,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 4278.56,
-    "delivery_performance": 0.85,
-    "quality_score": 0.87
-  },
-  {
-    "id": 12,
-    "category": "Services",
-    "quantity": 16,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 1693.47,
-    "delivery_performance": 0.91,
-    "quality_score": 0.86
-  },
-  {
-    "id": 13,
-    "category": "Services",
-    "quantity": 81,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 9233.81,
-    "delivery_performance": 0.85,
-    "quality_score": 0.88
-  },
-  {
-    "id": 14,
-    "category": "Raw Materials",
-    "quantity": 19,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 3764.71,
-    "delivery_performance": 0.69,
-    "quality_score": 0.94
-  },
-  {
-    "id": 15,
-    "category": "Office Supplies",
-    "quantity": 69,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 6726.0,
-    "delivery_performance": 0.93,
-    "quality_score": 0.97
-  },
-  {
-    "id": 16,
-    "category": "IT Equipment",
-    "quantity": 81,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 9674.65,
-    "delivery_performance": 0.67,
-    "quality_score": 0.96
-  },
-  {
-    "id": 17,
-    "category": "Raw Materials",
-    "quantity": 35,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 7324.67,
-    "delivery_performance": 0.87,
-    "quality_score": 0.98
-  },
-  {
-    "id": 18,
-    "category": "Office Supplies",
-    "quantity": 21,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 2639.53,
-    "delivery_performance": 0.61,
-    "quality_score": 0.98
-  },
-  {
-    "id": 19,
-    "category": "Office Supplies",
-    "quantity": 96,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 11403.98,
-    "delivery_performance": 0.73,
-    "quality_score": 0.88
-  },
-  {
-    "id": 20,
-    "category": "IT Equipment",
-    "quantity": 48,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 4388.15,
-    "delivery_performance": 0.89,
-    "quality_score": 0.88
-  },
-  {
-    "id": 21,
-    "category": "IT Equipment",
-    "quantity": 47,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 4431.38,
-    "delivery_performance": 0.94,
-    "quality_score": 0.97
-  },
-  {
-    "id": 22,
-    "category": "Services",
-    "quantity": 36,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 3640.77,
-    "delivery_performance": 0.74,
-    "quality_score": 0.91
-  },
-  {
-    "id": 23,
-    "category": "Services",
-    "quantity": 98,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 10247.3,
-    "delivery_performance": 0.87,
-    "quality_score": 0.86
-  },
-  {
-    "id": 24,
-    "category": "Office Supplies",
-    "quantity": 29,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 3395.53,
-    "delivery_performance": 0.63,
-    "quality_score": 0.96
-  },
-  {
-    "id": 25,
-    "category": "IT Equipment",
-    "quantity": 61,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 8340.22,
-    "delivery_performance": 0.71,
-    "quality_score": 0.96
-  },
-  {
-    "id": 26,
-    "category": "Office Supplies",
-    "quantity": 57,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 6774.66,
-    "delivery_performance": 0.78,
-    "quality_score": 0.85
-  },
-  {
-    "id": 27,
-    "category": "Services",
-    "quantity": 38,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 3891.41,
-    "delivery_performance": 0.87,
-    "quality_score": 0.98
-  },
-  {
-    "id": 28,
-    "category": "IT Equipment",
-    "quantity": 100,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 11006.27,
-    "delivery_performance": 0.81,
-    "quality_score": 0.87
-  },
-  {
-    "id": 29,
-    "category": "IT Equipment",
-    "quantity": 28,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 2587.14,
-    "delivery_performance": 0.86,
-    "quality_score": 0.88
-  },
-  {
-    "id": 30,
-    "category": "IT Equipment",
-    "quantity": 84,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 7903.16,
-    "delivery_performance": 0.74,
-    "quality_score": 0.88
-  },
-  {
-    "id": 31,
-    "category": "Services",
-    "quantity": 21,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 2850.23,
-    "delivery_performance": 0.71,
-    "quality_score": 0.85
-  },
-  {
-    "id": 32,
-    "category": "IT Equipment",
-    "quantity": 14,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 1901.64,
-    "delivery_performance": 0.71,
-    "quality_score": 0.96
-  },
-  {
-    "id": 33,
-    "category": "Raw Materials",
-    "quantity": 41,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 8475.3,
-    "delivery_performance": 0.77,
-    "quality_score": 0.97
-  },
-  {
-    "id": 34,
-    "category": "IT Equipment",
-    "quantity": 22,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 2309.82,
-    "delivery_performance": 0.84,
-    "quality_score": 0.94
-  },
-  {
-    "id": 35,
-    "category": "Office Supplies",
-    "quantity": 92,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 12432.27,
-    "delivery_performance": 0.72,
-    "quality_score": 0.86
-  },
-  {
-    "id": 36,
-    "category": "Services",
-    "quantity": 40,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 4109.69,
-    "delivery_performance": 0.92,
-    "quality_score": 0.95
-  },
-  {
-    "id": 37,
-    "category": "Services",
-    "quantity": 76,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 7669.3,
-    "delivery_performance": 0.87,
-    "quality_score": 0.93
-  },
-  {
-    "id": 38,
-    "category": "Office Supplies",
-    "quantity": 60,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 6478.78,
-    "delivery_performance": 0.87,
-    "quality_score": 0.96
-  },
-  {
-    "id": 39,
-    "category": "Raw Materials",
-    "quantity": 31,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 8184.18,
-    "delivery_performance": 0.71,
-    "quality_score": 0.9
-  },
-  {
-    "id": 40,
-    "category": "Office Supplies",
-    "quantity": 35,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 3275.55,
-    "delivery_performance": 0.86,
-    "quality_score": 0.95
-  },
-  {
-    "id": 41,
-    "category": "Services",
-    "quantity": 90,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 11896.59,
-    "delivery_performance": 0.79,
-    "quality_score": 0.96
-  },
-  {
-    "id": 42,
-    "category": "Services",
-    "quantity": 33,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 3511.55,
-    "delivery_performance": 0.72,
-    "quality_score": 0.88
-  },
-  {
-    "id": 43,
-    "category": "Office Supplies",
-    "quantity": 56,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 5976.61,
-    "delivery_performance": 0.85,
-    "quality_score": 0.94
-  },
-  {
-    "id": 44,
-    "category": "Raw Materials",
-    "quantity": 8,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 1452.24,
-    "delivery_performance": 0.89,
-    "quality_score": 0.89
-  },
-  {
-    "id": 45,
-    "category": "Raw Materials",
-    "quantity": 60,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 14264.17,
-    "delivery_performance": 0.73,
-    "quality_score": 0.85
-  },
-  {
-    "id": 46,
-    "category": "Office Supplies",
-    "quantity": 51,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 5793.32,
-    "delivery_performance": 0.89,
-    "quality_score": 0.97
-  },
-  {
-    "id": 47,
-    "category": "Raw Materials",
-    "quantity": 90,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 20015.47,
-    "delivery_performance": 0.88,
-    "quality_score": 0.94
-  },
-  {
-    "id": 48,
-    "category": "Services",
-    "quantity": 91,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 11484.06,
-    "delivery_performance": 0.8,
-    "quality_score": 0.89
-  },
-  {
-    "id": 49,
-    "category": "Services",
-    "quantity": 79,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 9760.77,
-    "delivery_performance": 0.78,
-    "quality_score": 0.91
-  },
-  {
-    "id": 50,
-    "category": "Office Supplies",
-    "quantity": 89,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 9466.79,
-    "delivery_performance": 0.87,
-    "quality_score": 0.94
-  },
-  {
-    "id": 51,
-    "category": "Office Supplies",
-    "quantity": 30,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 3290.36,
-    "delivery_performance": 0.89,
-    "quality_score": 0.95
-  },
-  {
-    "id": 52,
-    "category": "Services",
-    "quantity": 58,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 7104.5,
-    "delivery_performance": 0.79,
-    "quality_score": 0.94
-  },
-  {
-    "id": 53,
-    "category": "IT Equipment",
-    "quantity": 59,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 5967.74,
-    "delivery_performance": 0.86,
-    "quality_score": 0.87
-  },
-  {
-    "id": 54,
-    "category": "Office Supplies",
-    "quantity": 64,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 8528.91,
-    "delivery_performance": 0.75,
-    "quality_score": 0.97
-  },
-  {
-    "id": 55,
-    "category": "Services",
-    "quantity": 62,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 6992.88,
-    "delivery_performance": 0.87,
-    "quality_score": 0.86
-  },
-  {
-    "id": 56,
-    "category": "Raw Materials",
-    "quantity": 35,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 7143.1,
-    "delivery_performance": 0.88,
-    "quality_score": 0.94
-  },
-  {
-    "id": 57,
-    "category": "Office Supplies",
-    "quantity": 13,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 1405.91,
-    "delivery_performance": 0.77,
-    "quality_score": 0.9
-  },
-  {
-    "id": 58,
-    "category": "IT Equipment",
-    "quantity": 78,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 8234.42,
-    "delivery_performance": 0.74,
-    "quality_score": 0.97
-  },
-  {
-    "id": 59,
-    "category": "Services",
-    "quantity": 73,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 8710.61,
-    "delivery_performance": 0.75,
-    "quality_score": 0.9
-  },
-  {
-    "id": 60,
-    "category": "Services",
-    "quantity": 97,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 10489.44,
-    "delivery_performance": 0.76,
-    "quality_score": 0.94
-  },
-  {
-    "id": 61,
-    "category": "IT Equipment",
-    "quantity": 87,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 8709.24,
-    "delivery_performance": 0.86,
-    "quality_score": 0.88
-  },
-  {
-    "id": 62,
-    "category": "Raw Materials",
-    "quantity": 48,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 11267.33,
-    "delivery_performance": 0.85,
-    "quality_score": 0.95
-  },
-  {
-    "id": 63,
-    "category": "IT Equipment",
-    "quantity": 49,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 5340.62,
-    "delivery_performance": 0.93,
-    "quality_score": 0.85
-  },
-  {
-    "id": 64,
-    "category": "Office Supplies",
-    "quantity": 35,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 3475.52,
-    "delivery_performance": 0.81,
-    "quality_score": 0.9
-  },
-  {
-    "id": 65,
-    "category": "IT Equipment",
-    "quantity": 25,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 2791.69,
-    "delivery_performance": 0.81,
-    "quality_score": 0.9
-  },
-  {
-    "id": 66,
-    "category": "Office Supplies",
-    "quantity": 14,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 1872.6,
-    "delivery_performance": 0.74,
-    "quality_score": 0.87
-  },
-  {
-    "id": 67,
-    "category": "IT Equipment",
-    "quantity": 49,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 6132.3,
-    "delivery_performance": 0.65,
-    "quality_score": 0.96
-  },
-  {
-    "id": 68,
-    "category": "Services",
-    "quantity": 18,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 1954.45,
-    "delivery_performance": 0.83,
-    "quality_score": 0.98
-  },
-  {
-    "id": 69,
-    "category": "Raw Materials",
-    "quantity": 83,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 22101.8,
-    "delivery_performance": 0.61,
-    "quality_score": 0.89
-  },
-  {
-    "id": 70,
-    "category": "Office Supplies",
-    "quantity": 16,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 1784.59,
-    "delivery_performance": 0.7,
-    "quality_score": 0.89
-  },
-  {
-    "id": 71,
-    "category": "Services",
-    "quantity": 46,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 4874.01,
-    "delivery_performance": 0.8,
-    "quality_score": 0.96
-  },
-  {
-    "id": 72,
-    "category": "Raw Materials",
-    "quantity": 76,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 15869.03,
-    "delivery_performance": 0.9,
-    "quality_score": 0.95
-  },
-  {
-    "id": 73,
-    "category": "Services",
-    "quantity": 87,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 9989.89,
-    "delivery_performance": 0.67,
-    "quality_score": 0.94
-  },
-  {
-    "id": 74,
-    "category": "Raw Materials",
-    "quantity": 89,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 21918.49,
-    "delivery_performance": 0.73,
-    "quality_score": 0.89
-  },
-  {
-    "id": 75,
-    "category": "Services",
-    "quantity": 39,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 4479.86,
-    "delivery_performance": 0.87,
-    "quality_score": 0.95
-  },
-  {
-    "id": 76,
-    "category": "Office Supplies",
-    "quantity": 29,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 3178.7,
-    "delivery_performance": 0.73,
-    "quality_score": 0.89
-  },
-  {
-    "id": 77,
-    "category": "Raw Materials",
-    "quantity": 27,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 5400.07,
-    "delivery_performance": 0.89,
-    "quality_score": 0.89
-  },
-  {
-    "id": 78,
-    "category": "Office Supplies",
-    "quantity": 86,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 9402.1,
-    "delivery_performance": 0.86,
-    "quality_score": 0.87
-  },
-  {
-    "id": 79,
-    "category": "IT Equipment",
-    "quantity": 37,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 4063.28,
-    "delivery_performance": 0.84,
-    "quality_score": 0.94
-  },
-  {
-    "id": 80,
-    "category": "Office Supplies",
-    "quantity": 24,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 2771.07,
-    "delivery_performance": 0.72,
-    "quality_score": 0.93
-  },
-  {
-    "id": 81,
-    "category": "Office Supplies",
-    "quantity": 71,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 8372.58,
-    "delivery_performance": 0.65,
-    "quality_score": 0.89
-  },
-  {
-    "id": 82,
-    "category": "IT Equipment",
-    "quantity": 83,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 9886.64,
-    "delivery_performance": 0.79,
-    "quality_score": 0.88
-  },
-  {
-    "id": 83,
-    "category": "IT Equipment",
-    "quantity": 25,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 2395.63,
-    "delivery_performance": 0.82,
-    "quality_score": 0.94
-  },
-  {
-    "id": 84,
-    "category": "Services",
-    "quantity": 14,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 1723.8,
-    "delivery_performance": 0.75,
-    "quality_score": 0.93
-  },
-  {
-    "id": 85,
-    "category": "Raw Materials",
-    "quantity": 23,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 4687.44,
-    "delivery_performance": 0.87,
-    "quality_score": 0.97
-  },
-  {
-    "id": 86,
-    "category": "Services",
-    "quantity": 20,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 2200.21,
-    "delivery_performance": 0.85,
-    "quality_score": 0.86
-  },
-  {
-    "id": 87,
-    "category": "IT Equipment",
-    "quantity": 60,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 6886.99,
-    "delivery_performance": 0.7,
-    "quality_score": 0.96
-  },
-  {
-    "id": 88,
-    "category": "IT Equipment",
-    "quantity": 91,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 10047.97,
-    "delivery_performance": 0.86,
-    "quality_score": 0.89
-  },
-  {
-    "id": 89,
-    "category": "Services",
-    "quantity": 86,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 9286.59,
-    "delivery_performance": 0.87,
-    "quality_score": 0.86
-  },
-  {
-    "id": 90,
-    "category": "Office Supplies",
-    "quantity": 47,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 5494.23,
-    "delivery_performance": 0.72,
-    "quality_score": 0.91
-  },
-  {
-    "id": 91,
-    "category": "Raw Materials",
-    "quantity": 37,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 8396.67,
-    "delivery_performance": 0.85,
-    "quality_score": 0.9
-  },
-  {
-    "id": 92,
-    "category": "Office Supplies",
-    "quantity": 71,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 7346.96,
-    "delivery_performance": 0.72,
-    "quality_score": 0.97
-  },
-  {
-    "id": 93,
-    "category": "Services",
-    "quantity": 94,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 10773.83,
-    "delivery_performance": 0.87,
-    "quality_score": 0.85
-  },
-  {
-    "id": 94,
-    "category": "Services",
-    "quantity": 16,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 1647.27,
-    "delivery_performance": 0.93,
-    "quality_score": 0.97
-  },
-  {
-    "id": 95,
-    "category": "Raw Materials",
-    "quantity": 70,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 19180.86,
-    "delivery_performance": 0.78,
-    "quality_score": 0.92
-  },
-  {
-    "id": 96,
-    "category": "Services",
-    "quantity": 29,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 3822.69,
-    "delivery_performance": 0.71,
-    "quality_score": 0.89
-  },
-  {
-    "id": 97,
-    "category": "Raw Materials",
-    "quantity": 5,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 1088.24,
-    "delivery_performance": 0.85,
-    "quality_score": 0.89
-  },
-  {
-    "id": 98,
-    "category": "Services",
-    "quantity": 63,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 6560.72,
-    "delivery_performance": 0.82,
-    "quality_score": 0.86
-  },
-  {
-    "id": 99,
-    "category": "Services",
-    "quantity": 95,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 11421.48,
-    "delivery_performance": 0.78,
-    "quality_score": 0.98
-  },
-  {
-    "id": 100,
-    "category": "Raw Materials",
-    "quantity": 17,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 3906.39,
-    "delivery_performance": 0.86,
-    "quality_score": 0.94
-  },
-  {
-    "id": 101,
-    "category": "Office Supplies",
-    "quantity": 14,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 1586.15,
-    "delivery_performance": 0.81,
-    "quality_score": 0.96
-  },
-  {
-    "id": 102,
-    "category": "Services",
-    "quantity": 45,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 5326.62,
-    "delivery_performance": 0.6,
-    "quality_score": 0.89
-  },
-  {
-    "id": 103,
-    "category": "Office Supplies",
-    "quantity": 100,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 9887.36,
-    "delivery_performance": 0.75,
-    "quality_score": 0.97
-  },
-  {
-    "id": 104,
-    "category": "IT Equipment",
-    "quantity": 46,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 4536.23,
-    "delivery_performance": 0.93,
-    "quality_score": 0.9
-  },
-  {
-    "id": 105,
-    "category": "Office Supplies",
-    "quantity": 26,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 2598.79,
-    "delivery_performance": 0.89,
-    "quality_score": 0.88
-  },
-  {
-    "id": 106,
-    "category": "Raw Materials",
-    "quantity": 63,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 14352.34,
-    "delivery_performance": 0.88,
-    "quality_score": 0.91
-  },
-  {
-    "id": 107,
-    "category": "Raw Materials",
-    "quantity": 80,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 18815.47,
-    "delivery_performance": 0.77,
-    "quality_score": 0.9
-  },
-  {
-    "id": 108,
-    "category": "Services",
-    "quantity": 18,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 1977.37,
-    "delivery_performance": 0.81,
-    "quality_score": 0.98
-  },
-  {
-    "id": 109,
-    "category": "Services",
-    "quantity": 40,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 4220.59,
-    "delivery_performance": 0.93,
-    "quality_score": 0.95
-  },
-  {
-    "id": 110,
-    "category": "Office Supplies",
-    "quantity": 86,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 9293.85,
-    "delivery_performance": 0.89,
-    "quality_score": 0.89
-  },
-  {
-    "id": 111,
-    "category": "Services",
-    "quantity": 9,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 1217.17,
-    "delivery_performance": 0.77,
-    "quality_score": 0.9
-  },
-  {
-    "id": 112,
-    "category": "Office Supplies",
-    "quantity": 21,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 2497.41,
-    "delivery_performance": 0.72,
-    "quality_score": 0.91
-  },
-  {
-    "id": 113,
-    "category": "Raw Materials",
-    "quantity": 100,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 20419.33,
-    "delivery_performance": 0.8,
-    "quality_score": 0.96
-  },
-  {
-    "id": 114,
-    "category": "Services",
-    "quantity": 76,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 7966.17,
-    "delivery_performance": 0.89,
-    "quality_score": 0.9
-  },
-  {
-    "id": 115,
-    "category": "Raw Materials",
-    "quantity": 79,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 17280.85,
-    "delivery_performance": 0.84,
-    "quality_score": 0.97
-  },
-  {
-    "id": 116,
-    "category": "Raw Materials",
-    "quantity": 83,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 17095.47,
-    "delivery_performance": 0.94,
-    "quality_score": 0.86
-  },
-  {
-    "id": 117,
-    "category": "IT Equipment",
-    "quantity": 43,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 5096.35,
-    "delivery_performance": 0.89,
-    "quality_score": 0.91
-  },
-  {
-    "id": 118,
-    "category": "Services",
-    "quantity": 80,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 10667.39,
-    "delivery_performance": 0.74,
-    "quality_score": 0.97
-  },
-  {
-    "id": 119,
-    "category": "Raw Materials",
-    "quantity": 9,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 2225.11,
-    "delivery_performance": 0.78,
-    "quality_score": 0.9
-  },
-  {
-    "id": 120,
-    "category": "Raw Materials",
-    "quantity": 74,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 17670.76,
-    "delivery_performance": 0.7,
-    "quality_score": 0.97
-  },
-  {
-    "id": 121,
-    "category": "Services",
-    "quantity": 16,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 2114.72,
-    "delivery_performance": 0.78,
-    "quality_score": 0.87
-  },
-  {
-    "id": 122,
-    "category": "Office Supplies",
-    "quantity": 13,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 1569.28,
-    "delivery_performance": 0.79,
-    "quality_score": 0.97
-  },
-  {
-    "id": 123,
-    "category": "IT Equipment",
-    "quantity": 40,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 3687.94,
-    "delivery_performance": 0.86,
-    "quality_score": 0.87
-  },
-  {
-    "id": 124,
-    "category": "Raw Materials",
-    "quantity": 35,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 8339.39,
-    "delivery_performance": 0.79,
-    "quality_score": 0.9
-  },
-  {
-    "id": 125,
-    "category": "IT Equipment",
-    "quantity": 100,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 10026.48,
-    "delivery_performance": 0.83,
-    "quality_score": 0.92
-  },
-  {
-    "id": 126,
-    "category": "IT Equipment",
-    "quantity": 98,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 11174.02,
-    "delivery_performance": 0.75,
-    "quality_score": 0.9
-  },
-  {
-    "id": 127,
-    "category": "IT Equipment",
-    "quantity": 67,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 8077.04,
-    "delivery_performance": 0.68,
-    "quality_score": 0.87
-  },
-  {
-    "id": 128,
-    "category": "Raw Materials",
-    "quantity": 53,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 12187.82,
-    "delivery_performance": 0.73,
-    "quality_score": 0.96
-  },
-  {
-    "id": 129,
-    "category": "Office Supplies",
-    "quantity": 60,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 7032.19,
-    "delivery_performance": 0.86,
-    "quality_score": 0.94
-  },
-  {
-    "id": 130,
-    "category": "Raw Materials",
-    "quantity": 59,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 13464.99,
-    "delivery_performance": 0.85,
-    "quality_score": 0.86
-  },
-  {
-    "id": 131,
-    "category": "IT Equipment",
-    "quantity": 16,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 1779.84,
-    "delivery_performance": 0.84,
-    "quality_score": 0.92
-  },
-  {
-    "id": 132,
-    "category": "Raw Materials",
-    "quantity": 90,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 19325.13,
-    "delivery_performance": 0.74,
-    "quality_score": 0.98
-  },
-  {
-    "id": 133,
-    "category": "Raw Materials",
-    "quantity": 50,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 9448.49,
-    "delivery_performance": 0.94,
-    "quality_score": 0.96
-  },
-  {
-    "id": 134,
-    "category": "Raw Materials",
-    "quantity": 19,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 4271.12,
-    "delivery_performance": 0.83,
-    "quality_score": 0.94
-  },
-  {
-    "id": 135,
-    "category": "IT Equipment",
-    "quantity": 28,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 2775.76,
-    "delivery_performance": 0.81,
-    "quality_score": 0.92
-  },
-  {
-    "id": 136,
-    "category": "Services",
-    "quantity": 13,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 1267.81,
-    "delivery_performance": 0.9,
-    "quality_score": 0.87
-  },
-  {
-    "id": 137,
-    "category": "Raw Materials",
-    "quantity": 97,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 19877.83,
-    "delivery_performance": 0.84,
-    "quality_score": 0.94
-  },
-  {
-    "id": 138,
-    "category": "Raw Materials",
-    "quantity": 61,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 14988.26,
-    "delivery_performance": 0.67,
-    "quality_score": 0.92
-  },
-  {
-    "id": 139,
-    "category": "Raw Materials",
-    "quantity": 60,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 10909.0,
-    "delivery_performance": 0.91,
-    "quality_score": 0.93
-  },
-  {
-    "id": 140,
-    "category": "IT Equipment",
-    "quantity": 31,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 3266.4,
-    "delivery_performance": 0.89,
-    "quality_score": 0.91
-  },
-  {
-    "id": 141,
-    "category": "Services",
-    "quantity": 27,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 2468.92,
-    "delivery_performance": 0.72,
-    "quality_score": 0.86
-  },
-  {
-    "id": 142,
-    "category": "IT Equipment",
-    "quantity": 63,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 6563.97,
-    "delivery_performance": 0.91,
-    "quality_score": 0.86
-  },
-  {
-    "id": 143,
-    "category": "IT Equipment",
-    "quantity": 46,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 4541.77,
-    "delivery_performance": 0.83,
-    "quality_score": 0.91
-  },
-  {
-    "id": 144,
-    "category": "Services",
-    "quantity": 72,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 6799.06,
-    "delivery_performance": 0.73,
-    "quality_score": 0.86
-  },
-  {
-    "id": 145,
-    "category": "IT Equipment",
-    "quantity": 72,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 9409.28,
-    "delivery_performance": 0.72,
-    "quality_score": 0.96
-  },
-  {
-    "id": 146,
-    "category": "Office Supplies",
-    "quantity": 18,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 1836.86,
-    "delivery_performance": 0.87,
-    "quality_score": 0.94
-  },
-  {
-    "id": 147,
-    "category": "Office Supplies",
-    "quantity": 85,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 10031.14,
-    "delivery_performance": 0.71,
-    "quality_score": 0.87
-  },
-  {
-    "id": 148,
-    "category": "IT Equipment",
-    "quantity": 65,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 6938.28,
-    "delivery_performance": 0.89,
-    "quality_score": 0.91
-  },
-  {
-    "id": 149,
-    "category": "IT Equipment",
-    "quantity": 12,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 1350.36,
-    "delivery_performance": 0.85,
-    "quality_score": 0.91
-  },
-  {
-    "id": 150,
-    "category": "IT Equipment",
-    "quantity": 62,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 7752.12,
-    "delivery_performance": 0.7,
-    "quality_score": 0.91
-  },
-  {
-    "id": 151,
-    "category": "Raw Materials",
-    "quantity": 96,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 19997.27,
-    "delivery_performance": 0.85,
-    "quality_score": 0.92
-  },
-  {
-    "id": 152,
-    "category": "Office Supplies",
-    "quantity": 51,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 5917.95,
-    "delivery_performance": 0.83,
-    "quality_score": 0.86
-  },
-  {
-    "id": 153,
-    "category": "Raw Materials",
-    "quantity": 13,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 2718.14,
-    "delivery_performance": 0.81,
-    "quality_score": 0.98
-  },
-  {
-    "id": 154,
-    "category": "Office Supplies",
-    "quantity": 47,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 5139.63,
-    "delivery_performance": 0.88,
-    "quality_score": 0.9
-  },
-  {
-    "id": 155,
-    "category": "IT Equipment",
-    "quantity": 44,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 5687.13,
-    "delivery_performance": 0.58,
-    "quality_score": 0.95
-  },
-  {
-    "id": 156,
-    "category": "IT Equipment",
-    "quantity": 87,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 10576.15,
-    "delivery_performance": 0.67,
-    "quality_score": 0.88
-  },
-  {
-    "id": 157,
-    "category": "Services",
-    "quantity": 29,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 2781.56,
-    "delivery_performance": 0.87,
-    "quality_score": 0.92
-  },
-  {
-    "id": 158,
-    "category": "IT Equipment",
-    "quantity": 89,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 9128.68,
-    "delivery_performance": 0.82,
-    "quality_score": 0.95
-  },
-  {
-    "id": 159,
-    "category": "Office Supplies",
-    "quantity": 97,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 11046.36,
-    "delivery_performance": 0.88,
-    "quality_score": 0.91
-  },
-  {
-    "id": 160,
-    "category": "Raw Materials",
-    "quantity": 100,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 24048.63,
-    "delivery_performance": 0.82,
-    "quality_score": 0.97
-  },
-  {
-    "id": 161,
-    "category": "Office Supplies",
-    "quantity": 52,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 6861.56,
-    "delivery_performance": 0.62,
-    "quality_score": 0.9
-  },
-  {
-    "id": 162,
-    "category": "Office Supplies",
-    "quantity": 30,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 3855.88,
-    "delivery_performance": 0.71,
-    "quality_score": 0.92
-  },
-  {
-    "id": 163,
-    "category": "IT Equipment",
-    "quantity": 96,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 12631.48,
-    "delivery_performance": 0.77,
-    "quality_score": 0.97
-  },
-  {
-    "id": 164,
-    "category": "Office Supplies",
-    "quantity": 60,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 6516.57,
-    "delivery_performance": 0.91,
-    "quality_score": 0.9
-  },
-  {
-    "id": 165,
-    "category": "Raw Materials",
-    "quantity": 35,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 6973.41,
-    "delivery_performance": 0.81,
-    "quality_score": 0.96
-  },
-  {
-    "id": 166,
-    "category": "Raw Materials",
-    "quantity": 23,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 4780.39,
-    "delivery_performance": 0.94,
-    "quality_score": 0.94
-  },
-  {
-    "id": 167,
-    "category": "Services",
-    "quantity": 83,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 7827.99,
-    "delivery_performance": 0.94,
-    "quality_score": 0.97
-  },
-  {
-    "id": 168,
-    "category": "Services",
-    "quantity": 19,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 1900.96,
-    "delivery_performance": 0.86,
-    "quality_score": 0.95
-  },
-  {
-    "id": 169,
-    "category": "Services",
-    "quantity": 13,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 1356.82,
-    "delivery_performance": 0.81,
-    "quality_score": 0.85
-  },
-  {
-    "id": 170,
-    "category": "Raw Materials",
-    "quantity": 35,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 8791.1,
-    "delivery_performance": 0.65,
-    "quality_score": 0.97
-  },
-  {
-    "id": 171,
-    "category": "IT Equipment",
-    "quantity": 54,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 5647.34,
-    "delivery_performance": 0.9,
-    "quality_score": 0.95
-  },
-  {
-    "id": 172,
-    "category": "Raw Materials",
-    "quantity": 35,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 7952.59,
-    "delivery_performance": 0.75,
-    "quality_score": 0.96
-  },
-  {
-    "id": 173,
-    "category": "Office Supplies",
-    "quantity": 92,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 9235.72,
-    "delivery_performance": 0.68,
-    "quality_score": 0.91
-  },
-  {
-    "id": 174,
-    "category": "Raw Materials",
-    "quantity": 30,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 6520.05,
-    "delivery_performance": 0.9,
-    "quality_score": 0.98
-  },
-  {
-    "id": 175,
-    "category": "Services",
-    "quantity": 37,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 3967.98,
-    "delivery_performance": 0.95,
-    "quality_score": 0.94
-  },
-  {
-    "id": 176,
-    "category": "Raw Materials",
-    "quantity": 20,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 4747.28,
-    "delivery_performance": 0.74,
-    "quality_score": 0.98
-  },
-  {
-    "id": 177,
-    "category": "Services",
-    "quantity": 93,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 10694.61,
-    "delivery_performance": 0.89,
-    "quality_score": 0.93
-  },
-  {
-    "id": 178,
-    "category": "Office Supplies",
-    "quantity": 74,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 7859.85,
-    "delivery_performance": 0.87,
-    "quality_score": 0.91
-  },
-  {
-    "id": 179,
-    "category": "Services",
-    "quantity": 26,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 2952.53,
-    "delivery_performance": 0.57,
-    "quality_score": 0.9
-  },
-  {
-    "id": 180,
-    "category": "Services",
-    "quantity": 40,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 4863.31,
-    "delivery_performance": 0.72,
-    "quality_score": 0.94
-  },
-  {
-    "id": 181,
-    "category": "IT Equipment",
-    "quantity": 23,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 2626.16,
-    "delivery_performance": 0.58,
-    "quality_score": 0.9
-  },
-  {
-    "id": 182,
-    "category": "Services",
-    "quantity": 77,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 7502.9,
-    "delivery_performance": 0.87,
-    "quality_score": 0.92
-  },
-  {
-    "id": 183,
-    "category": "Raw Materials",
-    "quantity": 55,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 10952.71,
-    "delivery_performance": 0.88,
-    "quality_score": 0.92
-  },
-  {
-    "id": 184,
-    "category": "IT Equipment",
-    "quantity": 38,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 4342.17,
-    "delivery_performance": 0.65,
-    "quality_score": 0.88
-  },
-  {
-    "id": 185,
-    "category": "Office Supplies",
-    "quantity": 14,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 1635.64,
-    "delivery_performance": 0.8,
-    "quality_score": 0.98
-  },
-  {
-    "id": 186,
-    "category": "Raw Materials",
-    "quantity": 95,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 19804.87,
-    "delivery_performance": 0.86,
-    "quality_score": 0.93
-  },
-  {
-    "id": 187,
-    "category": "Raw Materials",
-    "quantity": 70,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 13262.86,
-    "delivery_performance": 0.9,
-    "quality_score": 0.9
-  },
-  {
-    "id": 188,
-    "category": "Raw Materials",
-    "quantity": 64,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 15389.73,
-    "delivery_performance": 0.7,
-    "quality_score": 0.94
-  },
-  {
-    "id": 189,
-    "category": "Services",
-    "quantity": 57,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 7327.83,
-    "delivery_performance": 0.76,
-    "quality_score": 0.94
-  },
-  {
-    "id": 190,
-    "category": "Raw Materials",
-    "quantity": 21,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 5253.01,
-    "delivery_performance": 0.71,
-    "quality_score": 0.96
-  },
-  {
-    "id": 191,
-    "category": "Office Supplies",
-    "quantity": 43,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 4167.58,
-    "delivery_performance": 0.86,
-    "quality_score": 0.97
-  },
-  {
-    "id": 192,
-    "category": "IT Equipment",
-    "quantity": 37,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 3784.68,
-    "delivery_performance": 0.94,
-    "quality_score": 0.93
-  },
-  {
-    "id": 193,
-    "category": "Office Supplies",
-    "quantity": 26,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 2977.79,
-    "delivery_performance": 0.71,
-    "quality_score": 0.95
-  },
-  {
-    "id": 194,
-    "category": "Raw Materials",
-    "quantity": 88,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 18969.27,
-    "delivery_performance": 0.77,
-    "quality_score": 0.93
-  },
-  {
-    "id": 195,
-    "category": "Raw Materials",
-    "quantity": 66,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 12072.65,
-    "delivery_performance": 0.84,
-    "quality_score": 0.91
-  },
-  {
-    "id": 196,
-    "category": "Services",
-    "quantity": 64,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 6862.7,
-    "delivery_performance": 0.92,
-    "quality_score": 0.98
-  },
-  {
-    "id": 197,
-    "category": "Raw Materials",
-    "quantity": 56,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 10621.49,
-    "delivery_performance": 0.94,
-    "quality_score": 0.91
-  },
-  {
-    "id": 198,
-    "category": "Office Supplies",
-    "quantity": 17,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 1614.41,
-    "delivery_performance": 0.86,
-    "quality_score": 0.87
-  },
-  {
-    "id": 199,
-    "category": "Raw Materials",
-    "quantity": 78,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 19493.24,
-    "delivery_performance": 0.75,
-    "quality_score": 0.91
-  },
-  {
-    "id": 200,
-    "category": "Raw Materials",
-    "quantity": 68,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 14869.39,
-    "delivery_performance": 0.93,
-    "quality_score": 0.9
-  },
-  {
-    "id": 201,
-    "category": "IT Equipment",
-    "quantity": 41,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 4823.15,
-    "delivery_performance": 0.74,
-    "quality_score": 0.96
-  },
-  {
-    "id": 202,
-    "category": "Raw Materials",
-    "quantity": 56,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 12493.17,
-    "delivery_performance": 0.88,
-    "quality_score": 0.92
-  },
-  {
-    "id": 203,
-    "category": "IT Equipment",
-    "quantity": 54,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 6248.7,
-    "delivery_performance": 0.69,
-    "quality_score": 0.9
-  },
-  {
-    "id": 204,
-    "category": "Raw Materials",
-    "quantity": 76,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 16720.26,
-    "delivery_performance": 0.9,
-    "quality_score": 0.87
-  },
-  {
-    "id": 205,
-    "category": "Raw Materials",
-    "quantity": 65,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 15690.89,
-    "delivery_performance": 0.61,
-    "quality_score": 0.87
-  },
-  {
-    "id": 206,
-    "category": "Raw Materials",
-    "quantity": 80,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 18711.44,
-    "delivery_performance": 0.74,
-    "quality_score": 0.94
-  },
-  {
-    "id": 207,
-    "category": "Services",
-    "quantity": 79,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 9501.77,
-    "delivery_performance": 0.82,
-    "quality_score": 0.95
-  },
-  {
-    "id": 208,
-    "category": "Office Supplies",
-    "quantity": 97,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 9016.68,
-    "delivery_performance": 0.75,
-    "quality_score": 0.85
-  },
-  {
-    "id": 209,
-    "category": "IT Equipment",
-    "quantity": 29,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 2697.83,
-    "delivery_performance": 0.75,
-    "quality_score": 0.9
-  },
-  {
-    "id": 210,
-    "category": "Services",
-    "quantity": 99,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 12525.69,
-    "delivery_performance": 0.7,
-    "quality_score": 0.91
-  },
-  {
-    "id": 211,
-    "category": "Services",
-    "quantity": 45,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 4658.28,
-    "delivery_performance": 0.72,
-    "quality_score": 0.94
-  },
-  {
-    "id": 212,
-    "category": "Raw Materials",
-    "quantity": 83,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 18472.13,
-    "delivery_performance": 0.88,
-    "quality_score": 0.98
-  },
-  {
-    "id": 213,
-    "category": "Raw Materials",
-    "quantity": 41,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 10208.6,
-    "delivery_performance": 0.74,
-    "quality_score": 0.97
-  },
-  {
-    "id": 214,
-    "category": "Raw Materials",
-    "quantity": 41,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 8945.56,
-    "delivery_performance": 0.73,
-    "quality_score": 0.89
-  },
-  {
-    "id": 215,
-    "category": "Raw Materials",
-    "quantity": 96,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 20149.78,
-    "delivery_performance": 0.93,
-    "quality_score": 0.96
-  },
-  {
-    "id": 216,
-    "category": "Raw Materials",
-    "quantity": 76,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 19439.57,
-    "delivery_performance": 0.74,
-    "quality_score": 0.88
-  },
-  {
-    "id": 217,
-    "category": "Office Supplies",
-    "quantity": 86,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 8308.11,
-    "delivery_performance": 0.9,
-    "quality_score": 0.94
-  },
-  {
-    "id": 218,
-    "category": "Office Supplies",
-    "quantity": 5,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 622.18,
-    "delivery_performance": 0.78,
-    "quality_score": 0.98
-  },
-  {
-    "id": 219,
-    "category": "Raw Materials",
-    "quantity": 41,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 10322.06,
-    "delivery_performance": 0.73,
-    "quality_score": 0.97
-  },
-  {
-    "id": 220,
-    "category": "Office Supplies",
-    "quantity": 58,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 5436.12,
-    "delivery_performance": 0.88,
-    "quality_score": 0.96
-  },
-  {
-    "id": 221,
-    "category": "Raw Materials",
-    "quantity": 9,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 1722.44,
-    "delivery_performance": 0.85,
-    "quality_score": 0.92
-  },
-  {
-    "id": 222,
-    "category": "Services",
-    "quantity": 22,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 2919.85,
-    "delivery_performance": 0.65,
-    "quality_score": 0.95
-  },
-  {
-    "id": 223,
-    "category": "Raw Materials",
-    "quantity": 96,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 19460.28,
-    "delivery_performance": 0.87,
-    "quality_score": 0.87
-  },
-  {
-    "id": 224,
-    "category": "Services",
-    "quantity": 59,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 7624.65,
-    "delivery_performance": 0.78,
-    "quality_score": 0.87
-  },
-  {
-    "id": 225,
-    "category": "Raw Materials",
-    "quantity": 36,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 7123.3,
-    "delivery_performance": 0.92,
-    "quality_score": 0.89
-  },
-  {
-    "id": 226,
-    "category": "IT Equipment",
-    "quantity": 38,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 4909.4,
-    "delivery_performance": 0.75,
-    "quality_score": 0.87
-  },
-  {
-    "id": 227,
-    "category": "Raw Materials",
-    "quantity": 93,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 17555.16,
-    "delivery_performance": 0.94,
-    "quality_score": 0.87
-  },
-  {
-    "id": 228,
-    "category": "Raw Materials",
-    "quantity": 58,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 15022.99,
-    "delivery_performance": 0.61,
-    "quality_score": 0.95
-  },
-  {
-    "id": 229,
-    "category": "Services",
-    "quantity": 72,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 8211.16,
-    "delivery_performance": 0.75,
-    "quality_score": 0.92
-  },
-  {
-    "id": 230,
-    "category": "Office Supplies",
-    "quantity": 26,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 2984.08,
-    "delivery_performance": 0.73,
-    "quality_score": 0.97
-  },
-  {
-    "id": 231,
-    "category": "Services",
-    "quantity": 12,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 1336.87,
-    "delivery_performance": 0.84,
-    "quality_score": 0.94
-  },
-  {
-    "id": 232,
-    "category": "Raw Materials",
-    "quantity": 97,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 20353.72,
-    "delivery_performance": 0.76,
-    "quality_score": 0.86
-  },
-  {
-    "id": 233,
-    "category": "Raw Materials",
-    "quantity": 94,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 17039.32,
-    "delivery_performance": 0.91,
-    "quality_score": 0.95
-  },
-  {
-    "id": 234,
-    "category": "Services",
-    "quantity": 52,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 5239.81,
-    "delivery_performance": 0.66,
-    "quality_score": 0.96
-  },
-  {
-    "id": 235,
-    "category": "Office Supplies",
-    "quantity": 88,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 9735.84,
-    "delivery_performance": 0.83,
-    "quality_score": 0.88
-  },
-  {
-    "id": 236,
-    "category": "IT Equipment",
-    "quantity": 7,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 819.8,
-    "delivery_performance": 0.76,
-    "quality_score": 0.9
-  },
-  {
-    "id": 237,
-    "category": "Raw Materials",
-    "quantity": 29,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 7416.64,
-    "delivery_performance": 0.71,
-    "quality_score": 0.97
-  },
-  {
-    "id": 238,
-    "category": "Office Supplies",
-    "quantity": 31,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 3160.63,
-    "delivery_performance": 0.88,
-    "quality_score": 0.86
-  },
-  {
-    "id": 239,
-    "category": "IT Equipment",
-    "quantity": 56,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 5716.65,
-    "delivery_performance": 0.8,
-    "quality_score": 0.88
-  },
-  {
-    "id": 240,
-    "category": "Raw Materials",
-    "quantity": 78,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 20967.41,
-    "delivery_performance": 0.7,
-    "quality_score": 0.92
-  },
-  {
-    "id": 241,
-    "category": "Services",
-    "quantity": 43,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 4782.83,
-    "delivery_performance": 0.9,
-    "quality_score": 0.89
-  },
-  {
-    "id": 242,
-    "category": "Services",
-    "quantity": 72,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 7603.02,
-    "delivery_performance": 0.77,
-    "quality_score": 0.92
-  },
-  {
-    "id": 243,
-    "category": "Office Supplies",
-    "quantity": 33,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 3675.29,
-    "delivery_performance": 0.8,
-    "quality_score": 0.92
-  },
-  {
-    "id": 244,
-    "category": "Office Supplies",
-    "quantity": 54,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 5558.44,
-    "delivery_performance": 0.86,
-    "quality_score": 0.96
-  },
-  {
-    "id": 245,
-    "category": "IT Equipment",
-    "quantity": 73,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 8900.83,
-    "delivery_performance": 0.74,
-    "quality_score": 0.86
-  },
-  {
-    "id": 246,
-    "category": "IT Equipment",
-    "quantity": 29,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 3892.87,
-    "delivery_performance": 0.77,
-    "quality_score": 0.97
-  },
-  {
-    "id": 247,
-    "category": "IT Equipment",
-    "quantity": 32,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 3325.2,
-    "delivery_performance": 0.88,
-    "quality_score": 0.9
-  },
-  {
-    "id": 248,
-    "category": "Office Supplies",
-    "quantity": 75,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 8305.52,
-    "delivery_performance": 0.86,
-    "quality_score": 0.88
-  },
-  {
-    "id": 249,
-    "category": "Services",
-    "quantity": 64,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 6234.5,
-    "delivery_performance": 0.79,
-    "quality_score": 0.92
-  },
-  {
-    "id": 250,
-    "category": "Office Supplies",
-    "quantity": 99,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 9494.48,
-    "delivery_performance": 0.93,
-    "quality_score": 0.88
-  },
-  {
-    "id": 251,
-    "category": "Office Supplies",
-    "quantity": 68,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 9293.06,
-    "delivery_performance": 0.74,
-    "quality_score": 0.91
-  },
-  {
-    "id": 252,
-    "category": "Office Supplies",
-    "quantity": 98,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 10098.81,
-    "delivery_performance": 0.81,
-    "quality_score": 0.98
-  },
-  {
-    "id": 253,
-    "category": "IT Equipment",
-    "quantity": 72,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 7073.84,
-    "delivery_performance": 0.87,
-    "quality_score": 0.88
-  },
-  {
-    "id": 254,
-    "category": "Office Supplies",
-    "quantity": 6,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 614.14,
-    "delivery_performance": 0.75,
-    "quality_score": 0.93
-  },
-  {
-    "id": 255,
-    "category": "Services",
-    "quantity": 89,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 8834.2,
-    "delivery_performance": 0.85,
-    "quality_score": 0.89
-  },
-  {
-    "id": 256,
-    "category": "Raw Materials",
-    "quantity": 7,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 1896.32,
-    "delivery_performance": 0.62,
-    "quality_score": 0.88
-  },
-  {
-    "id": 257,
-    "category": "Raw Materials",
-    "quantity": 50,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 12010.46,
-    "delivery_performance": 0.73,
-    "quality_score": 0.88
-  },
-  {
-    "id": 258,
-    "category": "Office Supplies",
-    "quantity": 43,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 5273.17,
-    "delivery_performance": 0.76,
-    "quality_score": 0.91
-  },
-  {
-    "id": 259,
-    "category": "IT Equipment",
-    "quantity": 94,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 9672.43,
-    "delivery_performance": 0.92,
-    "quality_score": 0.98
-  },
-  {
-    "id": 260,
-    "category": "IT Equipment",
-    "quantity": 72,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 6870.38,
-    "delivery_performance": 0.86,
-    "quality_score": 0.94
-  },
-  {
-    "id": 261,
-    "category": "Raw Materials",
-    "quantity": 74,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 16707.93,
-    "delivery_performance": 0.78,
-    "quality_score": 0.87
-  },
-  {
-    "id": 262,
-    "category": "Services",
-    "quantity": 14,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 1594.53,
-    "delivery_performance": 0.85,
-    "quality_score": 0.9
-  },
-  {
-    "id": 263,
-    "category": "Office Supplies",
-    "quantity": 93,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 10689.62,
-    "delivery_performance": 0.78,
-    "quality_score": 0.86
-  },
-  {
-    "id": 264,
-    "category": "Services",
-    "quantity": 46,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 4349.89,
-    "delivery_performance": 0.89,
-    "quality_score": 0.9
-  },
-  {
-    "id": 265,
-    "category": "Office Supplies",
-    "quantity": 92,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 12185.53,
-    "delivery_performance": 0.59,
-    "quality_score": 0.86
-  },
-  {
-    "id": 266,
-    "category": "Office Supplies",
-    "quantity": 53,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 6440.43,
-    "delivery_performance": 0.79,
-    "quality_score": 0.97
-  },
-  {
-    "id": 267,
-    "category": "Services",
-    "quantity": 51,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 5259.25,
-    "delivery_performance": 0.86,
-    "quality_score": 0.92
-  },
-  {
-    "id": 268,
-    "category": "Services",
-    "quantity": 18,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 1834.89,
-    "delivery_performance": 0.87,
-    "quality_score": 0.96
-  },
-  {
-    "id": 269,
-    "category": "IT Equipment",
-    "quantity": 42,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 4686.49,
-    "delivery_performance": 0.77,
-    "quality_score": 0.9
-  },
-  {
-    "id": 270,
-    "category": "Office Supplies",
-    "quantity": 39,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 3915.28,
-    "delivery_performance": 0.86,
-    "quality_score": 0.9
-  },
-  {
-    "id": 271,
-    "category": "Services",
-    "quantity": 14,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 1568.89,
-    "delivery_performance": 0.88,
-    "quality_score": 0.86
-  },
-  {
-    "id": 272,
-    "category": "Raw Materials",
-    "quantity": 5,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 1086.85,
-    "delivery_performance": 0.86,
-    "quality_score": 0.96
-  },
-  {
-    "id": 273,
-    "category": "Office Supplies",
-    "quantity": 43,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 4425.04,
-    "delivery_performance": 0.86,
-    "quality_score": 0.89
-  },
-  {
-    "id": 274,
-    "category": "Services",
-    "quantity": 78,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 8293.73,
-    "delivery_performance": 0.91,
-    "quality_score": 0.86
-  },
-  {
-    "id": 275,
-    "category": "Office Supplies",
-    "quantity": 80,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 10885.95,
-    "delivery_performance": 0.78,
-    "quality_score": 0.95
-  },
-  {
-    "id": 276,
-    "category": "IT Equipment",
-    "quantity": 57,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 6757.38,
-    "delivery_performance": 0.6,
-    "quality_score": 0.94
-  },
-  {
-    "id": 277,
-    "category": "Services",
-    "quantity": 14,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 1553.44,
-    "delivery_performance": 0.68,
-    "quality_score": 0.9
-  },
-  {
-    "id": 278,
-    "category": "IT Equipment",
-    "quantity": 18,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 1822.76,
-    "delivery_performance": 0.89,
-    "quality_score": 0.93
-  },
-  {
-    "id": 279,
-    "category": "Raw Materials",
-    "quantity": 60,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 11332.8,
-    "delivery_performance": 0.88,
-    "quality_score": 0.92
-  },
-  {
-    "id": 280,
-    "category": "Office Supplies",
-    "quantity": 62,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 6608.54,
-    "delivery_performance": 0.8,
-    "quality_score": 0.86
-  },
-  {
-    "id": 281,
-    "category": "Services",
-    "quantity": 15,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 1452.92,
-    "delivery_performance": 0.87,
-    "quality_score": 0.92
-  },
-  {
-    "id": 282,
-    "category": "Raw Materials",
-    "quantity": 65,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 11874.65,
-    "delivery_performance": 0.84,
-    "quality_score": 0.94
-  },
-  {
-    "id": 283,
-    "category": "IT Equipment",
-    "quantity": 48,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 6019.19,
-    "delivery_performance": 0.74,
-    "quality_score": 0.89
-  },
-  {
-    "id": 284,
-    "category": "Services",
-    "quantity": 64,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 6579.81,
-    "delivery_performance": 0.79,
-    "quality_score": 0.85
-  },
-  {
-    "id": 285,
-    "category": "Office Supplies",
-    "quantity": 62,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 8067.34,
-    "delivery_performance": 0.67,
-    "quality_score": 0.95
-  },
-  {
-    "id": 286,
-    "category": "IT Equipment",
-    "quantity": 78,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 7327.44,
-    "delivery_performance": 0.94,
-    "quality_score": 0.94
-  },
-  {
-    "id": 287,
-    "category": "Services",
-    "quantity": 72,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 9156.61,
-    "delivery_performance": 0.77,
-    "quality_score": 0.96
-  },
-  {
-    "id": 288,
-    "category": "Office Supplies",
-    "quantity": 91,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 10950.0,
-    "delivery_performance": 0.78,
-    "quality_score": 0.87
-  },
-  {
-    "id": 289,
-    "category": "Raw Materials",
-    "quantity": 93,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 18878.28,
-    "delivery_performance": 0.79,
-    "quality_score": 0.91
-  },
-  {
-    "id": 290,
-    "category": "Office Supplies",
-    "quantity": 76,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 7124.39,
-    "delivery_performance": 0.72,
-    "quality_score": 0.93
-  },
-  {
-    "id": 291,
-    "category": "Raw Materials",
-    "quantity": 6,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 1442.45,
-    "delivery_performance": 0.85,
-    "quality_score": 0.91
-  },
-  {
-    "id": 292,
-    "category": "Services",
-    "quantity": 58,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 6644.87,
-    "delivery_performance": 0.7,
-    "quality_score": 0.95
-  },
-  {
-    "id": 293,
-    "category": "Raw Materials",
-    "quantity": 9,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 2091.17,
-    "delivery_performance": 0.84,
-    "quality_score": 0.95
-  },
-  {
-    "id": 294,
-    "category": "Services",
-    "quantity": 75,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 9890.84,
-    "delivery_performance": 0.72,
-    "quality_score": 0.9
-  },
-  {
-    "id": 295,
-    "category": "IT Equipment",
-    "quantity": 97,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 11173.6,
-    "delivery_performance": 0.83,
-    "quality_score": 0.88
-  },
-  {
-    "id": 296,
-    "category": "IT Equipment",
-    "quantity": 62,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 7318.26,
-    "delivery_performance": 0.89,
-    "quality_score": 0.96
-  },
-  {
-    "id": 297,
-    "category": "Office Supplies",
-    "quantity": 99,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 12662.47,
-    "delivery_performance": 0.72,
-    "quality_score": 0.96
-  },
-  {
-    "id": 298,
-    "category": "IT Equipment",
-    "quantity": 77,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 9281.43,
-    "delivery_performance": 0.87,
-    "quality_score": 0.92
-  },
-  {
-    "id": 299,
-    "category": "IT Equipment",
-    "quantity": 22,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 2517.49,
-    "delivery_performance": 0.89,
-    "quality_score": 0.87
-  },
-  {
-    "id": 300,
-    "category": "Raw Materials",
-    "quantity": 36,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 9139.37,
-    "delivery_performance": 0.66,
-    "quality_score": 0.9
-  },
-  {
-    "id": 301,
-    "category": "Services",
-    "quantity": 14,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 1818.15,
-    "delivery_performance": 0.71,
-    "quality_score": 0.91
-  },
-  {
-    "id": 302,
-    "category": "Services",
-    "quantity": 46,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 5905.07,
-    "delivery_performance": 0.73,
-    "quality_score": 0.96
-  },
-  {
-    "id": 303,
-    "category": "Services",
-    "quantity": 32,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 3395.3,
-    "delivery_performance": 0.87,
-    "quality_score": 0.92
-  },
-  {
-    "id": 304,
-    "category": "Office Supplies",
-    "quantity": 77,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 7791.68,
-    "delivery_performance": 0.82,
-    "quality_score": 0.91
-  },
-  {
-    "id": 305,
-    "category": "IT Equipment",
-    "quantity": 25,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 2586.28,
-    "delivery_performance": 0.7,
-    "quality_score": 0.87
-  },
-  {
-    "id": 306,
-    "category": "Raw Materials",
-    "quantity": 25,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 5040.66,
-    "delivery_performance": 0.83,
-    "quality_score": 0.93
-  },
-  {
-    "id": 307,
-    "category": "IT Equipment",
-    "quantity": 55,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 7088.79,
-    "delivery_performance": 0.73,
-    "quality_score": 0.85
-  },
-  {
-    "id": 308,
-    "category": "Services",
-    "quantity": 14,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 1262.26,
-    "delivery_performance": 0.92,
-    "quality_score": 0.87
-  },
-  {
-    "id": 309,
-    "category": "Services",
-    "quantity": 93,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 9082.51,
-    "delivery_performance": 0.74,
-    "quality_score": 0.86
-  },
-  {
-    "id": 310,
-    "category": "Raw Materials",
-    "quantity": 52,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 11763.93,
-    "delivery_performance": 0.83,
-    "quality_score": 0.86
-  },
-  {
-    "id": 311,
-    "category": "IT Equipment",
-    "quantity": 83,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 10836.55,
-    "delivery_performance": 0.74,
-    "quality_score": 0.87
-  },
-  {
-    "id": 312,
-    "category": "Services",
-    "quantity": 83,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 11197.93,
-    "delivery_performance": 0.68,
-    "quality_score": 0.87
-  },
-  {
-    "id": 313,
-    "category": "Services",
-    "quantity": 49,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 5149.57,
-    "delivery_performance": 0.89,
-    "quality_score": 0.92
-  },
-  {
-    "id": 314,
-    "category": "Raw Materials",
-    "quantity": 93,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 19521.98,
-    "delivery_performance": 0.92,
-    "quality_score": 0.86
-  },
-  {
-    "id": 315,
-    "category": "Office Supplies",
-    "quantity": 68,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 7686.57,
-    "delivery_performance": 0.89,
-    "quality_score": 0.97
-  },
-  {
-    "id": 316,
-    "category": "IT Equipment",
-    "quantity": 51,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 5458.99,
-    "delivery_performance": 0.83,
-    "quality_score": 0.95
-  },
-  {
-    "id": 317,
-    "category": "IT Equipment",
-    "quantity": 7,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 825.26,
-    "delivery_performance": 0.71,
-    "quality_score": 0.97
-  },
-  {
-    "id": 318,
-    "category": "Services",
-    "quantity": 69,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 6956.13,
-    "delivery_performance": 0.72,
-    "quality_score": 0.93
-  },
-  {
-    "id": 319,
-    "category": "Raw Materials",
-    "quantity": 15,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 3324.02,
-    "delivery_performance": 0.86,
-    "quality_score": 0.93
-  },
-  {
-    "id": 320,
-    "category": "IT Equipment",
-    "quantity": 44,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 5218.93,
-    "delivery_performance": 0.56,
-    "quality_score": 0.87
-  },
-  {
-    "id": 321,
-    "category": "IT Equipment",
-    "quantity": 44,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 5728.69,
-    "delivery_performance": 0.73,
-    "quality_score": 0.87
-  },
-  {
-    "id": 322,
-    "category": "Raw Materials",
-    "quantity": 71,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 16425.6,
-    "delivery_performance": 0.72,
-    "quality_score": 0.88
-  },
-  {
-    "id": 323,
-    "category": "IT Equipment",
-    "quantity": 8,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 838.28,
-    "delivery_performance": 0.65,
-    "quality_score": 0.93
-  },
-  {
-    "id": 324,
-    "category": "Services",
-    "quantity": 63,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 8440.99,
-    "delivery_performance": 0.78,
-    "quality_score": 0.87
-  },
-  {
-    "id": 325,
-    "category": "IT Equipment",
-    "quantity": 78,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 8860.87,
-    "delivery_performance": 0.71,
-    "quality_score": 0.88
-  },
-  {
-    "id": 326,
-    "category": "Services",
-    "quantity": 51,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 5669.31,
-    "delivery_performance": 0.81,
-    "quality_score": 0.95
-  },
-  {
-    "id": 327,
-    "category": "Services",
-    "quantity": 33,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 3463.93,
-    "delivery_performance": 0.89,
-    "quality_score": 0.9
-  },
-  {
-    "id": 328,
-    "category": "IT Equipment",
-    "quantity": 27,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 2903.58,
-    "delivery_performance": 0.86,
-    "quality_score": 0.95
-  },
-  {
-    "id": 329,
-    "category": "Raw Materials",
-    "quantity": 46,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 8649.23,
-    "delivery_performance": 0.77,
-    "quality_score": 0.89
-  },
-  {
-    "id": 330,
-    "category": "Office Supplies",
-    "quantity": 64,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 6548.0,
-    "delivery_performance": 0.66,
-    "quality_score": 0.85
-  },
-  {
-    "id": 331,
-    "category": "Raw Materials",
-    "quantity": 86,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 22613.4,
-    "delivery_performance": 0.76,
-    "quality_score": 0.95
-  },
-  {
-    "id": 332,
-    "category": "Raw Materials",
-    "quantity": 18,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 3932.05,
-    "delivery_performance": 0.85,
-    "quality_score": 0.87
-  },
-  {
-    "id": 333,
-    "category": "Raw Materials",
-    "quantity": 16,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 3173.41,
-    "delivery_performance": 0.88,
-    "quality_score": 0.93
-  },
-  {
-    "id": 334,
-    "category": "Office Supplies",
-    "quantity": 86,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 9767.34,
-    "delivery_performance": 0.89,
-    "quality_score": 0.89
-  },
-  {
-    "id": 335,
-    "category": "Raw Materials",
-    "quantity": 55,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 13122.88,
-    "delivery_performance": 0.79,
-    "quality_score": 0.88
-  },
-  {
-    "id": 336,
-    "category": "IT Equipment",
-    "quantity": 24,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 2310.74,
-    "delivery_performance": 0.94,
-    "quality_score": 0.9
-  },
-  {
-    "id": 337,
-    "category": "Office Supplies",
-    "quantity": 62,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 6261.33,
-    "delivery_performance": 0.68,
-    "quality_score": 0.89
-  },
-  {
-    "id": 338,
-    "category": "IT Equipment",
-    "quantity": 32,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 3849.75,
-    "delivery_performance": 0.86,
-    "quality_score": 0.86
-  },
-  {
-    "id": 339,
-    "category": "Raw Materials",
-    "quantity": 38,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 7685.05,
-    "delivery_performance": 0.89,
-    "quality_score": 0.86
-  },
-  {
-    "id": 340,
-    "category": "IT Equipment",
-    "quantity": 22,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 2037.51,
-    "delivery_performance": 0.87,
-    "quality_score": 0.9
-  },
-  {
-    "id": 341,
-    "category": "IT Equipment",
-    "quantity": 79,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 10856.89,
-    "delivery_performance": 0.78,
-    "quality_score": 0.93
-  },
-  {
-    "id": 342,
-    "category": "Office Supplies",
-    "quantity": 16,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 1601.82,
-    "delivery_performance": 0.81,
-    "quality_score": 0.91
-  },
-  {
-    "id": 343,
-    "category": "Services",
-    "quantity": 68,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 6601.36,
-    "delivery_performance": 0.71,
-    "quality_score": 0.89
-  },
-  {
-    "id": 344,
-    "category": "Services",
-    "quantity": 24,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 2357.76,
-    "delivery_performance": 0.89,
-    "quality_score": 0.86
-  },
-  {
-    "id": 345,
-    "category": "Raw Materials",
-    "quantity": 54,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 11082.43,
-    "delivery_performance": 0.73,
-    "quality_score": 0.95
-  },
-  {
-    "id": 346,
-    "category": "Services",
-    "quantity": 96,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 11431.57,
-    "delivery_performance": 0.72,
-    "quality_score": 0.9
-  },
-  {
-    "id": 347,
-    "category": "Office Supplies",
-    "quantity": 8,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 802.31,
-    "delivery_performance": 0.8,
-    "quality_score": 0.92
-  },
-  {
-    "id": 348,
-    "category": "Office Supplies",
-    "quantity": 25,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 2516.84,
-    "delivery_performance": 0.87,
-    "quality_score": 0.95
-  },
-  {
-    "id": 349,
-    "category": "Office Supplies",
-    "quantity": 78,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 8127.92,
-    "delivery_performance": 0.87,
-    "quality_score": 0.95
-  },
-  {
-    "id": 350,
-    "category": "Raw Materials",
-    "quantity": 80,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 17077.43,
-    "delivery_performance": 0.87,
-    "quality_score": 0.98
-  },
-  {
-    "id": 351,
-    "category": "Raw Materials",
-    "quantity": 27,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 5622.36,
-    "delivery_performance": 0.88,
-    "quality_score": 0.92
-  },
-  {
-    "id": 352,
-    "category": "IT Equipment",
-    "quantity": 47,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 6129.9,
-    "delivery_performance": 0.71,
-    "quality_score": 0.96
-  },
-  {
-    "id": 353,
-    "category": "Raw Materials",
-    "quantity": 12,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 2566.31,
-    "delivery_performance": 0.86,
-    "quality_score": 0.97
-  },
-  {
-    "id": 354,
-    "category": "Raw Materials",
-    "quantity": 95,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 22808.38,
-    "delivery_performance": 0.68,
-    "quality_score": 0.87
-  },
-  {
-    "id": 355,
-    "category": "Services",
-    "quantity": 86,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 8936.36,
-    "delivery_performance": 0.84,
-    "quality_score": 0.87
-  },
-  {
-    "id": 356,
-    "category": "Raw Materials",
-    "quantity": 98,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 25621.27,
-    "delivery_performance": 0.71,
-    "quality_score": 0.97
-  },
-  {
-    "id": 357,
-    "category": "Services",
-    "quantity": 77,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 7915.06,
-    "delivery_performance": 0.94,
-    "quality_score": 0.91
-  },
-  {
-    "id": 358,
-    "category": "Raw Materials",
-    "quantity": 100,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 18671.55,
-    "delivery_performance": 0.86,
-    "quality_score": 0.86
-  },
-  {
-    "id": 359,
-    "category": "Raw Materials",
-    "quantity": 62,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 12879.08,
-    "delivery_performance": 0.91,
-    "quality_score": 0.95
-  },
-  {
-    "id": 360,
-    "category": "IT Equipment",
-    "quantity": 11,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 1303.06,
-    "delivery_performance": 0.73,
-    "quality_score": 0.9
-  },
-  {
-    "id": 361,
-    "category": "Services",
-    "quantity": 17,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 1710.57,
-    "delivery_performance": 0.82,
-    "quality_score": 0.89
-  },
-  {
-    "id": 362,
-    "category": "Raw Materials",
-    "quantity": 38,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 8189.66,
-    "delivery_performance": 0.93,
-    "quality_score": 0.86
-  },
-  {
-    "id": 363,
-    "category": "IT Equipment",
-    "quantity": 48,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 6530.93,
-    "delivery_performance": 0.68,
-    "quality_score": 0.97
-  },
-  {
-    "id": 364,
-    "category": "Office Supplies",
-    "quantity": 11,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 1080.04,
-    "delivery_performance": 0.89,
-    "quality_score": 0.97
-  },
-  {
-    "id": 365,
-    "category": "Raw Materials",
-    "quantity": 89,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 17816.37,
-    "delivery_performance": 0.84,
-    "quality_score": 0.96
-  },
-  {
-    "id": 366,
-    "category": "Office Supplies",
-    "quantity": 11,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 1160.28,
-    "delivery_performance": 0.83,
-    "quality_score": 0.93
-  },
-  {
-    "id": 367,
-    "category": "Office Supplies",
-    "quantity": 17,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 1862.2,
-    "delivery_performance": 0.9,
-    "quality_score": 0.87
-  },
-  {
-    "id": 368,
-    "category": "Services",
-    "quantity": 65,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 6699.38,
-    "delivery_performance": 0.81,
-    "quality_score": 0.9
-  },
-  {
-    "id": 369,
-    "category": "Services",
-    "quantity": 10,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 1039.77,
-    "delivery_performance": 0.76,
-    "quality_score": 0.86
-  },
-  {
-    "id": 370,
-    "category": "IT Equipment",
-    "quantity": 15,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 1895.1,
-    "delivery_performance": 0.72,
-    "quality_score": 0.96
-  },
-  {
-    "id": 371,
-    "category": "Services",
-    "quantity": 73,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 8757.91,
-    "delivery_performance": 0.64,
-    "quality_score": 0.96
-  },
-  {
-    "id": 372,
-    "category": "IT Equipment",
-    "quantity": 69,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 8060.72,
-    "delivery_performance": 0.7,
-    "quality_score": 0.98
-  },
-  {
-    "id": 373,
-    "category": "Office Supplies",
-    "quantity": 21,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 1974.81,
-    "delivery_performance": 0.73,
-    "quality_score": 0.87
-  },
-  {
-    "id": 374,
-    "category": "Raw Materials",
-    "quantity": 45,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 11376.82,
-    "delivery_performance": 0.74,
-    "quality_score": 0.96
-  },
-  {
-    "id": 375,
-    "category": "Services",
-    "quantity": 6,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 697.45,
-    "delivery_performance": 0.62,
-    "quality_score": 0.93
-  },
-  {
-    "id": 376,
-    "category": "IT Equipment",
-    "quantity": 18,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 2420.05,
-    "delivery_performance": 0.77,
-    "quality_score": 0.94
-  },
-  {
-    "id": 377,
-    "category": "Services",
-    "quantity": 9,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 921.28,
-    "delivery_performance": 0.88,
-    "quality_score": 0.9
-  },
-  {
-    "id": 378,
-    "category": "Services",
-    "quantity": 47,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 6369.48,
-    "delivery_performance": 0.71,
-    "quality_score": 0.85
-  },
-  {
-    "id": 379,
-    "category": "Raw Materials",
-    "quantity": 44,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 8972.17,
-    "delivery_performance": 0.65,
-    "quality_score": 0.91
-  },
-  {
-    "id": 380,
-    "category": "Raw Materials",
-    "quantity": 39,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 9636.35,
-    "delivery_performance": 0.56,
-    "quality_score": 0.9
-  },
-  {
-    "id": 381,
-    "category": "Services",
-    "quantity": 71,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 7514.97,
-    "delivery_performance": 0.85,
-    "quality_score": 0.87
-  },
-  {
-    "id": 382,
-    "category": "IT Equipment",
-    "quantity": 27,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 2447.86,
-    "delivery_performance": 0.94,
-    "quality_score": 0.9
-  },
-  {
-    "id": 383,
-    "category": "Office Supplies",
-    "quantity": 40,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 4559.43,
-    "delivery_performance": 0.76,
-    "quality_score": 0.91
-  },
-  {
-    "id": 384,
-    "category": "Services",
-    "quantity": 27,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 3170.57,
-    "delivery_performance": 0.87,
-    "quality_score": 0.96
-  },
-  {
-    "id": 385,
-    "category": "IT Equipment",
-    "quantity": 41,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 4390.13,
-    "delivery_performance": 0.73,
-    "quality_score": 0.88
-  },
-  {
-    "id": 386,
-    "category": "Office Supplies",
-    "quantity": 87,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 8723.11,
-    "delivery_performance": 0.86,
-    "quality_score": 0.98
-  },
-  {
-    "id": 387,
-    "category": "IT Equipment",
-    "quantity": 65,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 6178.11,
-    "delivery_performance": 0.87,
-    "quality_score": 0.89
-  },
-  {
-    "id": 388,
-    "category": "Raw Materials",
-    "quantity": 59,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 12248.47,
-    "delivery_performance": 0.87,
-    "quality_score": 0.92
-  },
-  {
-    "id": 389,
-    "category": "Services",
-    "quantity": 79,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 7581.59,
-    "delivery_performance": 0.94,
-    "quality_score": 0.86
-  },
-  {
-    "id": 390,
-    "category": "Raw Materials",
-    "quantity": 86,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 17740.75,
-    "delivery_performance": 0.85,
-    "quality_score": 0.88
-  },
-  {
-    "id": 391,
-    "category": "IT Equipment",
-    "quantity": 81,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 9186.92,
-    "delivery_performance": 0.8,
-    "quality_score": 0.88
-  },
-  {
-    "id": 392,
-    "category": "Services",
-    "quantity": 56,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 6439.11,
-    "delivery_performance": 0.88,
-    "quality_score": 0.92
-  },
-  {
-    "id": 393,
-    "category": "Services",
-    "quantity": 90,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 9491.69,
-    "delivery_performance": 0.85,
-    "quality_score": 0.95
-  },
-  {
-    "id": 394,
-    "category": "Office Supplies",
-    "quantity": 92,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 9560.02,
-    "delivery_performance": 0.81,
-    "quality_score": 0.9
-  },
-  {
-    "id": 395,
-    "category": "Raw Materials",
-    "quantity": 52,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 11372.59,
-    "delivery_performance": 0.81,
-    "quality_score": 0.93
-  },
-  {
-    "id": 396,
-    "category": "IT Equipment",
-    "quantity": 65,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 6387.04,
-    "delivery_performance": 0.86,
-    "quality_score": 0.87
-  },
-  {
-    "id": 397,
-    "category": "Office Supplies",
-    "quantity": 48,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 5662.69,
-    "delivery_performance": 0.77,
-    "quality_score": 0.86
-  },
-  {
-    "id": 398,
-    "category": "Raw Materials",
-    "quantity": 85,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 16836.98,
-    "delivery_performance": 0.93,
-    "quality_score": 0.95
-  },
-  {
-    "id": 399,
-    "category": "Office Supplies",
-    "quantity": 67,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 6570.55,
-    "delivery_performance": 0.85,
-    "quality_score": 0.9
-  },
-  {
-    "id": 400,
-    "category": "IT Equipment",
-    "quantity": 73,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 7675.0,
-    "delivery_performance": 0.9,
-    "quality_score": 0.85
-  },
-  {
-    "id": 401,
-    "category": "IT Equipment",
-    "quantity": 85,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 10225.7,
-    "delivery_performance": 0.79,
-    "quality_score": 0.92
-  },
-  {
-    "id": 402,
-    "category": "Raw Materials",
-    "quantity": 26,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 5154.16,
-    "delivery_performance": 0.9,
-    "quality_score": 0.92
-  },
-  {
-    "id": 403,
-    "category": "Services",
-    "quantity": 92,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 9660.21,
-    "delivery_performance": 0.93,
-    "quality_score": 0.97
-  },
-  {
-    "id": 404,
-    "category": "Services",
-    "quantity": 7,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 732.77,
-    "delivery_performance": 0.89,
-    "quality_score": 0.87
-  },
-  {
-    "id": 405,
-    "category": "Raw Materials",
-    "quantity": 96,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 25302.0,
-    "delivery_performance": 0.74,
-    "quality_score": 0.93
-  },
-  {
-    "id": 406,
-    "category": "IT Equipment",
-    "quantity": 89,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 8751.86,
-    "delivery_performance": 0.91,
-    "quality_score": 0.92
-  },
-  {
-    "id": 407,
-    "category": "Services",
-    "quantity": 94,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 9251.24,
-    "delivery_performance": 0.94,
-    "quality_score": 0.92
-  },
-  {
-    "id": 408,
-    "category": "Office Supplies",
-    "quantity": 58,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 6130.32,
-    "delivery_performance": 0.9,
-    "quality_score": 0.93
-  },
-  {
-    "id": 409,
-    "category": "Raw Materials",
-    "quantity": 71,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 13235.46,
-    "delivery_performance": 0.9,
-    "quality_score": 0.97
-  },
-  {
-    "id": 410,
-    "category": "Services",
-    "quantity": 47,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 5082.47,
-    "delivery_performance": 0.87,
-    "quality_score": 0.94
-  },
-  {
-    "id": 411,
-    "category": "Office Supplies",
-    "quantity": 16,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 2057.73,
-    "delivery_performance": 0.75,
-    "quality_score": 0.98
-  },
-  {
-    "id": 412,
-    "category": "Raw Materials",
-    "quantity": 64,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 13701.76,
-    "delivery_performance": 0.91,
-    "quality_score": 0.94
-  },
-  {
-    "id": 413,
-    "category": "Services",
-    "quantity": 99,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 10596.96,
-    "delivery_performance": 0.88,
-    "quality_score": 0.87
-  },
-  {
-    "id": 414,
-    "category": "Raw Materials",
-    "quantity": 61,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 16210.64,
-    "delivery_performance": 0.78,
-    "quality_score": 0.9
-  },
-  {
-    "id": 415,
-    "category": "Services",
-    "quantity": 39,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 3958.0,
-    "delivery_performance": 0.7,
-    "quality_score": 0.86
-  },
-  {
-    "id": 416,
-    "category": "Office Supplies",
-    "quantity": 18,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 2024.08,
-    "delivery_performance": 0.68,
-    "quality_score": 0.93
-  },
-  {
-    "id": 417,
-    "category": "Office Supplies",
-    "quantity": 66,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 6600.75,
-    "delivery_performance": 0.87,
-    "quality_score": 0.89
-  },
-  {
-    "id": 418,
-    "category": "Office Supplies",
-    "quantity": 90,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 9864.22,
-    "delivery_performance": 0.83,
-    "quality_score": 0.93
-  },
-  {
-    "id": 419,
-    "category": "Office Supplies",
-    "quantity": 76,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 9510.58,
-    "delivery_performance": 0.75,
-    "quality_score": 0.91
-  },
-  {
-    "id": 420,
-    "category": "Office Supplies",
-    "quantity": 14,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 1684.8,
-    "delivery_performance": 0.89,
-    "quality_score": 0.88
-  },
-  {
-    "id": 421,
-    "category": "Services",
-    "quantity": 56,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 5937.41,
-    "delivery_performance": 0.91,
-    "quality_score": 0.96
-  },
-  {
-    "id": 422,
-    "category": "Services",
-    "quantity": 45,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 4413.1,
-    "delivery_performance": 0.84,
-    "quality_score": 0.92
-  },
-  {
-    "id": 423,
-    "category": "IT Equipment",
-    "quantity": 82,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 11173.23,
-    "delivery_performance": 0.76,
-    "quality_score": 0.86
-  },
-  {
-    "id": 424,
-    "category": "Office Supplies",
-    "quantity": 63,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 6395.04,
-    "delivery_performance": 0.69,
-    "quality_score": 0.88
-  },
-  {
-    "id": 425,
-    "category": "Raw Materials",
-    "quantity": 50,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 11364.45,
-    "delivery_performance": 0.78,
-    "quality_score": 0.87
-  },
-  {
-    "id": 426,
-    "category": "Services",
-    "quantity": 18,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 2150.37,
-    "delivery_performance": 0.86,
-    "quality_score": 0.91
-  },
-  {
-    "id": 427,
-    "category": "Office Supplies",
-    "quantity": 96,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 11461.04,
-    "delivery_performance": 0.82,
-    "quality_score": 0.93
-  },
-  {
-    "id": 428,
-    "category": "Services",
-    "quantity": 63,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 7922.82,
-    "delivery_performance": 0.8,
-    "quality_score": 0.97
-  },
-  {
-    "id": 429,
-    "category": "Services",
-    "quantity": 70,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 6842.37,
-    "delivery_performance": 0.89,
-    "quality_score": 0.96
-  },
-  {
-    "id": 430,
-    "category": "Services",
-    "quantity": 58,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 7922.21,
-    "delivery_performance": 0.7,
-    "quality_score": 0.91
-  },
-  {
-    "id": 431,
-    "category": "Office Supplies",
-    "quantity": 22,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 2275.23,
-    "delivery_performance": 0.84,
-    "quality_score": 0.89
-  },
-  {
-    "id": 432,
-    "category": "Raw Materials",
-    "quantity": 91,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 19149.22,
-    "delivery_performance": 0.89,
-    "quality_score": 0.93
-  },
-  {
-    "id": 433,
-    "category": "Services",
-    "quantity": 91,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 11426.71,
-    "delivery_performance": 0.8,
-    "quality_score": 0.87
-  },
-  {
-    "id": 434,
-    "category": "IT Equipment",
-    "quantity": 30,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 3066.64,
-    "delivery_performance": 0.89,
-    "quality_score": 0.95
-  },
-  {
-    "id": 435,
-    "category": "Office Supplies",
-    "quantity": 74,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 7571.84,
-    "delivery_performance": 0.88,
-    "quality_score": 0.92
-  },
-  {
-    "id": 436,
-    "category": "Office Supplies",
-    "quantity": 100,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 12982.34,
-    "delivery_performance": 0.69,
-    "quality_score": 0.9
-  },
-  {
-    "id": 437,
-    "category": "Services",
-    "quantity": 92,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 9519.05,
-    "delivery_performance": 0.81,
-    "quality_score": 0.96
-  },
-  {
-    "id": 438,
-    "category": "Services",
-    "quantity": 33,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 3955.2,
-    "delivery_performance": 0.78,
-    "quality_score": 0.94
-  },
-  {
-    "id": 439,
-    "category": "Office Supplies",
-    "quantity": 27,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 3326.74,
-    "delivery_performance": 0.74,
-    "quality_score": 0.87
-  },
-  {
-    "id": 440,
-    "category": "Raw Materials",
-    "quantity": 5,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 1023.81,
-    "delivery_performance": 0.75,
-    "quality_score": 0.86
-  },
-  {
-    "id": 441,
-    "category": "Raw Materials",
-    "quantity": 67,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 16835.07,
-    "delivery_performance": 0.7,
-    "quality_score": 0.92
-  },
-  {
-    "id": 442,
-    "category": "Office Supplies",
-    "quantity": 58,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 6845.74,
-    "delivery_performance": 0.67,
-    "quality_score": 0.89
-  },
-  {
-    "id": 443,
-    "category": "Raw Materials",
-    "quantity": 42,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 8683.82,
-    "delivery_performance": 0.78,
-    "quality_score": 0.97
-  },
-  {
-    "id": 444,
-    "category": "Office Supplies",
-    "quantity": 10,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 1221.47,
-    "delivery_performance": 0.75,
-    "quality_score": 0.89
-  },
-  {
-    "id": 445,
-    "category": "Raw Materials",
-    "quantity": 70,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 16787.52,
-    "delivery_performance": 0.6,
-    "quality_score": 0.89
-  },
-  {
-    "id": 446,
-    "category": "IT Equipment",
-    "quantity": 17,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 1757.91,
-    "delivery_performance": 0.87,
-    "quality_score": 0.96
-  },
-  {
-    "id": 447,
-    "category": "Services",
-    "quantity": 18,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 1628.55,
-    "delivery_performance": 0.74,
-    "quality_score": 0.85
-  },
-  {
-    "id": 448,
-    "category": "IT Equipment",
-    "quantity": 11,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 1190.42,
-    "delivery_performance": 0.91,
-    "quality_score": 0.91
-  },
-  {
-    "id": 449,
-    "category": "Services",
-    "quantity": 60,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 6645.98,
-    "delivery_performance": 0.84,
-    "quality_score": 0.93
-  },
-  {
-    "id": 450,
-    "category": "IT Equipment",
-    "quantity": 94,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 9939.36,
-    "delivery_performance": 0.92,
-    "quality_score": 0.86
-  },
-  {
-    "id": 451,
-    "category": "Services",
-    "quantity": 53,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 5869.02,
-    "delivery_performance": 0.89,
-    "quality_score": 0.9
-  },
-  {
-    "id": 452,
-    "category": "Raw Materials",
-    "quantity": 86,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 17384.12,
-    "delivery_performance": 0.89,
-    "quality_score": 0.87
-  },
-  {
-    "id": 453,
-    "category": "IT Equipment",
-    "quantity": 78,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 9184.6,
-    "delivery_performance": 0.59,
-    "quality_score": 0.94
-  },
-  {
-    "id": 454,
-    "category": "Office Supplies",
-    "quantity": 57,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 6727.12,
-    "delivery_performance": 0.72,
-    "quality_score": 0.88
-  },
-  {
-    "id": 455,
-    "category": "Office Supplies",
-    "quantity": 90,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 10778.97,
-    "delivery_performance": 0.79,
-    "quality_score": 0.86
-  },
-  {
-    "id": 456,
-    "category": "Services",
-    "quantity": 47,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 4947.83,
-    "delivery_performance": 0.89,
-    "quality_score": 0.88
-  },
-  {
-    "id": 457,
-    "category": "Services",
-    "quantity": 62,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 7239.7,
-    "delivery_performance": 0.8,
-    "quality_score": 0.87
-  },
-  {
-    "id": 458,
-    "category": "Raw Materials",
-    "quantity": 36,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 6673.4,
-    "delivery_performance": 0.74,
-    "quality_score": 0.96
-  },
-  {
-    "id": 459,
-    "category": "Services",
-    "quantity": 62,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 6377.75,
-    "delivery_performance": 0.84,
-    "quality_score": 0.96
-  },
-  {
-    "id": 460,
-    "category": "Office Supplies",
-    "quantity": 73,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 7872.47,
-    "delivery_performance": 0.87,
-    "quality_score": 0.93
-  },
-  {
-    "id": 461,
-    "category": "Services",
-    "quantity": 80,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 8246.25,
-    "delivery_performance": 0.94,
-    "quality_score": 0.9
-  },
-  {
-    "id": 462,
-    "category": "Raw Materials",
-    "quantity": 22,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 4842.1,
-    "delivery_performance": 0.83,
-    "quality_score": 0.96
-  },
-  {
-    "id": 463,
-    "category": "Office Supplies",
-    "quantity": 70,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 7092.9,
-    "delivery_performance": 0.77,
-    "quality_score": 0.96
-  },
-  {
-    "id": 464,
-    "category": "Office Supplies",
-    "quantity": 99,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 11679.08,
-    "delivery_performance": 0.63,
-    "quality_score": 0.86
-  },
-  {
-    "id": 465,
-    "category": "Raw Materials",
-    "quantity": 34,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 6758.76,
-    "delivery_performance": 0.9,
-    "quality_score": 0.86
-  },
-  {
-    "id": 466,
-    "category": "Raw Materials",
-    "quantity": 18,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 4388.99,
-    "delivery_performance": 0.76,
-    "quality_score": 0.93
-  },
-  {
-    "id": 467,
-    "category": "IT Equipment",
-    "quantity": 71,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 7580.23,
-    "delivery_performance": 0.67,
-    "quality_score": 0.91
-  },
-  {
-    "id": 468,
-    "category": "Services",
-    "quantity": 82,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 7757.18,
-    "delivery_performance": 0.9,
-    "quality_score": 0.89
-  },
-  {
-    "id": 469,
-    "category": "Office Supplies",
-    "quantity": 28,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 2752.18,
-    "delivery_performance": 0.92,
-    "quality_score": 0.86
-  },
-  {
-    "id": 470,
-    "category": "Services",
-    "quantity": 66,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 6261.64,
-    "delivery_performance": 0.94,
-    "quality_score": 0.93
-  },
-  {
-    "id": 471,
-    "category": "Office Supplies",
-    "quantity": 85,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 9915.98,
-    "delivery_performance": 0.71,
-    "quality_score": 0.92
-  },
-  {
-    "id": 472,
-    "category": "Services",
-    "quantity": 81,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 9551.1,
-    "delivery_performance": 0.74,
-    "quality_score": 0.91
-  },
-  {
-    "id": 473,
-    "category": "Services",
-    "quantity": 26,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 2664.07,
-    "delivery_performance": 0.77,
-    "quality_score": 0.87
-  },
-  {
-    "id": 474,
-    "category": "Raw Materials",
-    "quantity": 63,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 15389.2,
-    "delivery_performance": 0.79,
-    "quality_score": 0.88
-  },
-  {
-    "id": 475,
-    "category": "Services",
-    "quantity": 24,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 3240.96,
-    "delivery_performance": 0.74,
-    "quality_score": 0.96
-  },
-  {
-    "id": 476,
-    "category": "IT Equipment",
-    "quantity": 16,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 1767.76,
-    "delivery_performance": 0.86,
-    "quality_score": 0.86
-  },
-  {
-    "id": 477,
-    "category": "Services",
-    "quantity": 34,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 3684.27,
-    "delivery_performance": 0.76,
-    "quality_score": 0.95
-  },
-  {
-    "id": 478,
-    "category": "IT Equipment",
-    "quantity": 41,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 4618.11,
-    "delivery_performance": 0.59,
-    "quality_score": 0.85
-  },
-  {
-    "id": 479,
-    "category": "IT Equipment",
-    "quantity": 71,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 6970.56,
-    "delivery_performance": 0.83,
-    "quality_score": 0.91
-  },
-  {
-    "id": 480,
-    "category": "Raw Materials",
-    "quantity": 38,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 10434.42,
-    "delivery_performance": 0.64,
-    "quality_score": 0.88
-  },
-  {
-    "id": 481,
-    "category": "Services",
-    "quantity": 27,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 3016.12,
-    "delivery_performance": 0.68,
-    "quality_score": 0.9
-  },
-  {
-    "id": 482,
-    "category": "Office Supplies",
-    "quantity": 89,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 8188.5,
-    "delivery_performance": 0.9,
-    "quality_score": 0.95
-  },
-  {
-    "id": 483,
-    "category": "IT Equipment",
-    "quantity": 25,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 2734.42,
-    "delivery_performance": 0.84,
-    "quality_score": 0.86
-  },
-  {
-    "id": 484,
-    "category": "Raw Materials",
-    "quantity": 33,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 7885.35,
-    "delivery_performance": 0.86,
-    "quality_score": 0.94
-  },
-  {
-    "id": 485,
-    "category": "Raw Materials",
-    "quantity": 96,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 23707.07,
-    "delivery_performance": 0.78,
-    "quality_score": 0.94
-  },
-  {
-    "id": 486,
-    "category": "Raw Materials",
-    "quantity": 29,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 5637.3,
-    "delivery_performance": 0.88,
-    "quality_score": 0.98
-  },
-  {
-    "id": 487,
-    "category": "IT Equipment",
-    "quantity": 40,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 4475.75,
-    "delivery_performance": 0.85,
-    "quality_score": 0.95
-  },
-  {
-    "id": 488,
-    "category": "IT Equipment",
-    "quantity": 16,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 2185.32,
-    "delivery_performance": 0.77,
-    "quality_score": 0.93
-  },
-  {
-    "id": 489,
-    "category": "Office Supplies",
-    "quantity": 63,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 6801.29,
-    "delivery_performance": 0.89,
-    "quality_score": 0.86
-  },
-  {
-    "id": 490,
-    "category": "Raw Materials",
-    "quantity": 48,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 10494.83,
-    "delivery_performance": 0.89,
-    "quality_score": 0.95
-  },
-  {
-    "id": 491,
-    "category": "Raw Materials",
-    "quantity": 63,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 14541.25,
-    "delivery_performance": 0.69,
-    "quality_score": 0.93
-  },
-  {
-    "id": 492,
-    "category": "Office Supplies",
-    "quantity": 91,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 12411.14,
-    "delivery_performance": 0.75,
-    "quality_score": 0.85
-  },
-  {
-    "id": 493,
-    "category": "Raw Materials",
-    "quantity": 36,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 7248.43,
-    "delivery_performance": 0.81,
-    "quality_score": 0.91
-  },
-  {
-    "id": 494,
-    "category": "Raw Materials",
-    "quantity": 32,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 7998.4,
-    "delivery_performance": 0.78,
-    "quality_score": 0.95
-  },
-  {
-    "id": 495,
-    "category": "Raw Materials",
-    "quantity": 31,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 5773.43,
-    "delivery_performance": 0.94,
-    "quality_score": 0.97
-  },
-  {
-    "id": 496,
-    "category": "Services",
-    "quantity": 83,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 8500.31,
-    "delivery_performance": 0.9,
-    "quality_score": 0.98
-  },
-  {
-    "id": 497,
-    "category": "Raw Materials",
-    "quantity": 67,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 14070.45,
-    "delivery_performance": 0.94,
-    "quality_score": 0.92
-  },
-  {
-    "id": 498,
-    "category": "Services",
-    "quantity": 66,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 8844.66,
-    "delivery_performance": 0.72,
-    "quality_score": 0.91
-  },
-  {
-    "id": 499,
-    "category": "IT Equipment",
-    "quantity": 94,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 10602.78,
-    "delivery_performance": 0.67,
-    "quality_score": 0.93
-  },
-  {
-    "id": 500,
-    "category": "Raw Materials",
-    "quantity": 51,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 12079.7,
-    "delivery_performance": 0.75,
-    "quality_score": 0.93
-  },
-  {
-    "id": 501,
-    "category": "Raw Materials",
-    "quantity": 28,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 6407.28,
-    "delivery_performance": 0.74,
-    "quality_score": 0.96
-  },
-  {
-    "id": 502,
-    "category": "Raw Materials",
-    "quantity": 62,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 12947.62,
-    "delivery_performance": 0.87,
-    "quality_score": 0.92
-  },
-  {
-    "id": 503,
-    "category": "Services",
-    "quantity": 30,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 2805.96,
-    "delivery_performance": 0.9,
-    "quality_score": 0.98
-  },
-  {
-    "id": 504,
-    "category": "Raw Materials",
-    "quantity": 67,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 13557.78,
-    "delivery_performance": 0.88,
-    "quality_score": 0.88
-  },
-  {
-    "id": 505,
-    "category": "Raw Materials",
-    "quantity": 65,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 15469.25,
-    "delivery_performance": 0.76,
-    "quality_score": 0.92
-  },
-  {
-    "id": 506,
-    "category": "Raw Materials",
-    "quantity": 49,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 10520.04,
-    "delivery_performance": 0.71,
-    "quality_score": 0.88
-  },
-  {
-    "id": 507,
-    "category": "Office Supplies",
-    "quantity": 41,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 4861.45,
-    "delivery_performance": 0.86,
-    "quality_score": 0.89
-  },
-  {
-    "id": 508,
-    "category": "Office Supplies",
-    "quantity": 26,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 3476.79,
-    "delivery_performance": 0.79,
-    "quality_score": 0.87
-  },
-  {
-    "id": 509,
-    "category": "Office Supplies",
-    "quantity": 45,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 4723.54,
-    "delivery_performance": 0.86,
-    "quality_score": 0.96
-  },
-  {
-    "id": 510,
-    "category": "Raw Materials",
-    "quantity": 100,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 23419.43,
-    "delivery_performance": 0.7,
-    "quality_score": 0.94
-  },
-  {
-    "id": 511,
-    "category": "Raw Materials",
-    "quantity": 100,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 24485.23,
-    "delivery_performance": 0.79,
-    "quality_score": 0.97
-  },
-  {
-    "id": 512,
-    "category": "Services",
-    "quantity": 75,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 6905.89,
-    "delivery_performance": 0.89,
-    "quality_score": 0.86
-  },
-  {
-    "id": 513,
-    "category": "Services",
-    "quantity": 44,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 4511.3,
-    "delivery_performance": 0.94,
-    "quality_score": 0.96
-  },
-  {
-    "id": 514,
-    "category": "IT Equipment",
-    "quantity": 9,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 1117.62,
-    "delivery_performance": 0.71,
-    "quality_score": 0.97
-  },
-  {
-    "id": 515,
-    "category": "Services",
-    "quantity": 22,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 2762.9,
-    "delivery_performance": 0.74,
-    "quality_score": 0.89
-  },
-  {
-    "id": 516,
-    "category": "Raw Materials",
-    "quantity": 66,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 15865.97,
-    "delivery_performance": 0.76,
-    "quality_score": 0.87
-  },
-  {
-    "id": 517,
-    "category": "IT Equipment",
-    "quantity": 5,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 621.15,
-    "delivery_performance": 0.8,
-    "quality_score": 0.97
-  },
-  {
-    "id": 518,
-    "category": "Services",
-    "quantity": 43,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 4555.22,
-    "delivery_performance": 0.77,
-    "quality_score": 0.87
-  },
-  {
-    "id": 519,
-    "category": "Services",
-    "quantity": 55,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 5192.65,
-    "delivery_performance": 0.94,
-    "quality_score": 0.93
-  },
-  {
-    "id": 520,
-    "category": "Raw Materials",
-    "quantity": 41,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 10974.64,
-    "delivery_performance": 0.78,
-    "quality_score": 0.89
-  },
-  {
-    "id": 521,
-    "category": "Services",
-    "quantity": 84,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 8908.55,
-    "delivery_performance": 0.88,
-    "quality_score": 0.98
-  },
-  {
-    "id": 522,
-    "category": "IT Equipment",
-    "quantity": 28,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 2920.51,
-    "delivery_performance": 0.88,
-    "quality_score": 0.88
-  },
-  {
-    "id": 523,
-    "category": "Office Supplies",
-    "quantity": 6,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 635.13,
-    "delivery_performance": 0.82,
-    "quality_score": 0.98
-  },
-  {
-    "id": 524,
-    "category": "Services",
-    "quantity": 94,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 8565.35,
-    "delivery_performance": 0.87,
-    "quality_score": 0.86
-  },
-  {
-    "id": 525,
-    "category": "Services",
-    "quantity": 28,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 2588.3,
-    "delivery_performance": 0.87,
-    "quality_score": 0.88
-  },
-  {
-    "id": 526,
-    "category": "Services",
-    "quantity": 36,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 4711.79,
-    "delivery_performance": 0.79,
-    "quality_score": 0.94
-  },
-  {
-    "id": 527,
-    "category": "Office Supplies",
-    "quantity": 65,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 7334.7,
-    "delivery_performance": 0.9,
-    "quality_score": 0.97
-  },
-  {
-    "id": 528,
-    "category": "IT Equipment",
-    "quantity": 37,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 4385.44,
-    "delivery_performance": 0.81,
-    "quality_score": 0.88
-  },
-  {
-    "id": 529,
-    "category": "IT Equipment",
-    "quantity": 35,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 4083.94,
-    "delivery_performance": 0.66,
-    "quality_score": 0.87
-  },
-  {
-    "id": 530,
-    "category": "Office Supplies",
-    "quantity": 6,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 632.5,
-    "delivery_performance": 0.81,
-    "quality_score": 0.91
-  },
-  {
-    "id": 531,
-    "category": "Raw Materials",
-    "quantity": 85,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 17684.52,
-    "delivery_performance": 0.87,
-    "quality_score": 0.87
-  },
-  {
-    "id": 532,
-    "category": "Office Supplies",
-    "quantity": 45,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 5086.52,
-    "delivery_performance": 0.76,
-    "quality_score": 0.94
-  },
-  {
-    "id": 533,
-    "category": "Raw Materials",
-    "quantity": 10,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 2063.5,
-    "delivery_performance": 0.77,
-    "quality_score": 0.9
-  },
-  {
-    "id": 534,
-    "category": "Services",
-    "quantity": 40,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 4949.38,
-    "delivery_performance": 0.72,
-    "quality_score": 0.92
-  },
-  {
-    "id": 535,
-    "category": "Services",
-    "quantity": 5,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 639.97,
-    "delivery_performance": 0.65,
-    "quality_score": 0.93
-  },
-  {
-    "id": 536,
-    "category": "Raw Materials",
-    "quantity": 97,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 20431.05,
-    "delivery_performance": 0.83,
-    "quality_score": 0.89
-  },
-  {
-    "id": 537,
-    "category": "Services",
-    "quantity": 87,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 8696.79,
-    "delivery_performance": 0.81,
-    "quality_score": 0.87
-  },
-  {
-    "id": 538,
-    "category": "IT Equipment",
-    "quantity": 30,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 2719.09,
-    "delivery_performance": 0.75,
-    "quality_score": 0.9
-  },
-  {
-    "id": 539,
-    "category": "Services",
-    "quantity": 72,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 8497.3,
-    "delivery_performance": 0.73,
-    "quality_score": 0.85
-  },
-  {
-    "id": 540,
-    "category": "Office Supplies",
-    "quantity": 88,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 9410.75,
-    "delivery_performance": 0.83,
-    "quality_score": 0.97
-  },
-  {
-    "id": 541,
-    "category": "Raw Materials",
-    "quantity": 95,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 20270.93,
-    "delivery_performance": 0.94,
-    "quality_score": 0.88
-  },
-  {
-    "id": 542,
-    "category": "IT Equipment",
-    "quantity": 17,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 1994.58,
-    "delivery_performance": 0.73,
-    "quality_score": 0.92
-  },
-  {
-    "id": 543,
-    "category": "Office Supplies",
-    "quantity": 76,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 9831.54,
-    "delivery_performance": 0.59,
-    "quality_score": 0.91
-  },
-  {
-    "id": 544,
-    "category": "IT Equipment",
-    "quantity": 26,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 2617.63,
-    "delivery_performance": 0.76,
-    "quality_score": 0.97
-  },
-  {
-    "id": 545,
-    "category": "Raw Materials",
-    "quantity": 75,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 17576.31,
-    "delivery_performance": 0.87,
-    "quality_score": 0.88
-  },
-  {
-    "id": 546,
-    "category": "Office Supplies",
-    "quantity": 53,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 6555.44,
-    "delivery_performance": 0.76,
-    "quality_score": 0.94
-  },
-  {
-    "id": 547,
-    "category": "Raw Materials",
-    "quantity": 81,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 15553.08,
-    "delivery_performance": 0.93,
-    "quality_score": 0.96
-  },
-  {
-    "id": 548,
-    "category": "IT Equipment",
-    "quantity": 93,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 10148.92,
-    "delivery_performance": 0.88,
-    "quality_score": 0.88
-  },
-  {
-    "id": 549,
-    "category": "Office Supplies",
-    "quantity": 34,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 3791.66,
-    "delivery_performance": 0.88,
-    "quality_score": 0.86
-  },
-  {
-    "id": 550,
-    "category": "Raw Materials",
-    "quantity": 66,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 11978.66,
-    "delivery_performance": 0.73,
-    "quality_score": 0.9
-  },
-  {
-    "id": 551,
-    "category": "IT Equipment",
-    "quantity": 47,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 5552.36,
-    "delivery_performance": 0.77,
-    "quality_score": 0.93
-  },
-  {
-    "id": 552,
-    "category": "IT Equipment",
-    "quantity": 86,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 10802.42,
-    "delivery_performance": 0.65,
-    "quality_score": 0.92
-  },
-  {
-    "id": 553,
-    "category": "Raw Materials",
-    "quantity": 69,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 17849.04,
-    "delivery_performance": 0.7,
-    "quality_score": 0.98
-  },
-  {
-    "id": 554,
-    "category": "IT Equipment",
-    "quantity": 33,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 3362.97,
-    "delivery_performance": 0.89,
-    "quality_score": 0.92
-  },
-  {
-    "id": 555,
-    "category": "IT Equipment",
-    "quantity": 75,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 8253.01,
-    "delivery_performance": 0.82,
-    "quality_score": 0.87
-  },
-  {
-    "id": 556,
-    "category": "Office Supplies",
-    "quantity": 66,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 8501.21,
-    "delivery_performance": 0.78,
-    "quality_score": 0.93
-  },
-  {
-    "id": 557,
-    "category": "Office Supplies",
-    "quantity": 36,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 3733.01,
-    "delivery_performance": 0.89,
-    "quality_score": 0.86
-  },
-  {
-    "id": 558,
-    "category": "Services",
-    "quantity": 59,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 6288.19,
-    "delivery_performance": 0.83,
-    "quality_score": 0.95
-  },
-  {
-    "id": 559,
-    "category": "Office Supplies",
-    "quantity": 49,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 5567.47,
-    "delivery_performance": 0.58,
-    "quality_score": 0.88
-  },
-  {
-    "id": 560,
-    "category": "Raw Materials",
-    "quantity": 24,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 5691.66,
-    "delivery_performance": 0.74,
-    "quality_score": 0.87
-  },
-  {
-    "id": 561,
-    "category": "Raw Materials",
-    "quantity": 6,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 1312.39,
-    "delivery_performance": 0.87,
-    "quality_score": 0.95
-  },
-  {
-    "id": 562,
-    "category": "Office Supplies",
-    "quantity": 31,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 4026.18,
-    "delivery_performance": 0.73,
-    "quality_score": 0.9
-  },
-  {
-    "id": 563,
-    "category": "IT Equipment",
-    "quantity": 37,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 3914.0,
-    "delivery_performance": 0.89,
-    "quality_score": 0.86
-  },
-  {
-    "id": 564,
-    "category": "IT Equipment",
-    "quantity": 13,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 1292.46,
-    "delivery_performance": 0.81,
-    "quality_score": 0.93
-  },
-  {
-    "id": 565,
-    "category": "Office Supplies",
-    "quantity": 53,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 7110.97,
-    "delivery_performance": 0.75,
-    "quality_score": 0.87
-  },
-  {
-    "id": 566,
-    "category": "Services",
-    "quantity": 76,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 10302.31,
-    "delivery_performance": 0.77,
-    "quality_score": 0.91
-  },
-  {
-    "id": 567,
-    "category": "Office Supplies",
-    "quantity": 7,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 729.38,
-    "delivery_performance": 0.8,
-    "quality_score": 0.92
-  },
-  {
-    "id": 568,
-    "category": "IT Equipment",
-    "quantity": 85,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 8836.84,
-    "delivery_performance": 0.75,
-    "quality_score": 0.9
-  },
-  {
-    "id": 569,
-    "category": "Office Supplies",
-    "quantity": 16,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 1896.14,
-    "delivery_performance": 0.68,
-    "quality_score": 0.98
-  },
-  {
-    "id": 570,
-    "category": "Raw Materials",
-    "quantity": 62,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 15751.2,
-    "delivery_performance": 0.73,
-    "quality_score": 0.88
-  },
-  {
-    "id": 571,
-    "category": "Office Supplies",
-    "quantity": 44,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 5671.85,
-    "delivery_performance": 0.74,
-    "quality_score": 0.87
-  },
-  {
-    "id": 572,
-    "category": "IT Equipment",
-    "quantity": 76,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 10145.09,
-    "delivery_performance": 0.79,
-    "quality_score": 0.85
-  },
-  {
-    "id": 573,
-    "category": "Raw Materials",
-    "quantity": 57,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 11667.11,
-    "delivery_performance": 0.88,
-    "quality_score": 0.87
-  },
-  {
-    "id": 574,
-    "category": "IT Equipment",
-    "quantity": 83,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 9816.64,
-    "delivery_performance": 0.8,
-    "quality_score": 0.86
-  },
-  {
-    "id": 575,
-    "category": "Services",
-    "quantity": 22,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 2943.67,
-    "delivery_performance": 0.63,
-    "quality_score": 0.87
-  },
-  {
-    "id": 576,
-    "category": "Office Supplies",
-    "quantity": 33,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 3597.13,
-    "delivery_performance": 0.82,
-    "quality_score": 0.94
-  },
-  {
-    "id": 577,
-    "category": "Office Supplies",
-    "quantity": 31,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 3216.47,
-    "delivery_performance": 0.86,
-    "quality_score": 0.97
-  },
-  {
-    "id": 578,
-    "category": "Services",
-    "quantity": 56,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 5724.89,
-    "delivery_performance": 0.74,
-    "quality_score": 0.93
-  },
-  {
-    "id": 579,
-    "category": "IT Equipment",
-    "quantity": 71,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 7636.45,
-    "delivery_performance": 0.81,
-    "quality_score": 0.92
-  },
-  {
-    "id": 580,
-    "category": "IT Equipment",
-    "quantity": 76,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 8258.93,
-    "delivery_performance": 0.81,
-    "quality_score": 0.95
-  },
-  {
-    "id": 581,
-    "category": "Raw Materials",
-    "quantity": 64,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 13286.28,
-    "delivery_performance": 0.71,
-    "quality_score": 0.91
-  },
-  {
-    "id": 582,
-    "category": "Services",
-    "quantity": 16,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 1957.23,
-    "delivery_performance": 0.77,
-    "quality_score": 0.85
-  },
-  {
-    "id": 583,
-    "category": "Services",
-    "quantity": 80,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 9500.16,
-    "delivery_performance": 0.73,
-    "quality_score": 0.97
-  },
-  {
-    "id": 584,
-    "category": "Office Supplies",
-    "quantity": 96,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 12494.94,
-    "delivery_performance": 0.74,
-    "quality_score": 0.86
-  },
-  {
-    "id": 585,
-    "category": "Services",
-    "quantity": 98,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 11132.57,
-    "delivery_performance": 0.78,
-    "quality_score": 0.89
-  },
-  {
-    "id": 586,
-    "category": "Office Supplies",
-    "quantity": 25,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 2404.03,
-    "delivery_performance": 0.88,
-    "quality_score": 0.97
-  },
-  {
-    "id": 587,
-    "category": "Raw Materials",
-    "quantity": 85,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 15312.01,
-    "delivery_performance": 0.87,
-    "quality_score": 0.85
-  },
-  {
-    "id": 588,
-    "category": "Services",
-    "quantity": 68,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 8018.69,
-    "delivery_performance": 0.73,
-    "quality_score": 0.91
-  },
-  {
-    "id": 589,
-    "category": "Services",
-    "quantity": 15,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 1919.91,
-    "delivery_performance": 0.74,
-    "quality_score": 0.96
-  },
-  {
-    "id": 590,
-    "category": "IT Equipment",
-    "quantity": 28,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 2601.41,
-    "delivery_performance": 0.95,
-    "quality_score": 0.93
-  },
-  {
-    "id": 591,
-    "category": "Raw Materials",
-    "quantity": 47,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 10328.22,
-    "delivery_performance": 0.93,
-    "quality_score": 0.89
-  },
-  {
-    "id": 592,
-    "category": "Office Supplies",
-    "quantity": 63,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 8297.91,
-    "delivery_performance": 0.77,
-    "quality_score": 0.97
-  },
-  {
-    "id": 593,
-    "category": "IT Equipment",
-    "quantity": 59,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 6835.96,
-    "delivery_performance": 0.73,
-    "quality_score": 0.89
-  },
-  {
-    "id": 594,
-    "category": "Services",
-    "quantity": 72,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 7302.77,
-    "delivery_performance": 0.85,
-    "quality_score": 0.92
-  },
-  {
-    "id": 595,
-    "category": "IT Equipment",
-    "quantity": 66,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 7853.44,
-    "delivery_performance": 0.74,
-    "quality_score": 0.93
-  },
-  {
-    "id": 596,
-    "category": "Office Supplies",
-    "quantity": 83,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 11014.06,
-    "delivery_performance": 0.57,
-    "quality_score": 0.88
-  },
-  {
-    "id": 597,
-    "category": "Raw Materials",
-    "quantity": 29,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 5945.53,
-    "delivery_performance": 0.94,
-    "quality_score": 0.96
-  },
-  {
-    "id": 598,
-    "category": "Services",
-    "quantity": 57,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 5142.88,
-    "delivery_performance": 0.93,
-    "quality_score": 0.89
-  },
-  {
-    "id": 599,
-    "category": "IT Equipment",
-    "quantity": 44,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 5019.89,
-    "delivery_performance": 0.87,
-    "quality_score": 0.94
-  },
-  {
-    "id": 600,
-    "category": "IT Equipment",
-    "quantity": 27,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 2924.73,
-    "delivery_performance": 0.87,
-    "quality_score": 0.93
-  },
-  {
-    "id": 601,
-    "category": "Services",
-    "quantity": 24,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 3170.39,
-    "delivery_performance": 0.64,
-    "quality_score": 0.95
-  },
-  {
-    "id": 602,
-    "category": "Raw Materials",
-    "quantity": 77,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 19547.98,
-    "delivery_performance": 0.77,
-    "quality_score": 0.97
-  },
-  {
-    "id": 603,
-    "category": "Raw Materials",
-    "quantity": 13,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 2851.48,
-    "delivery_performance": 0.89,
-    "quality_score": 0.96
-  },
-  {
-    "id": 604,
-    "category": "Services",
-    "quantity": 28,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 3646.89,
-    "delivery_performance": 0.77,
-    "quality_score": 0.86
-  },
-  {
-    "id": 605,
-    "category": "Office Supplies",
-    "quantity": 52,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 5348.21,
-    "delivery_performance": 0.86,
-    "quality_score": 0.85
-  },
-  {
-    "id": 606,
-    "category": "Office Supplies",
-    "quantity": 16,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 1650.95,
-    "delivery_performance": 0.81,
-    "quality_score": 0.95
-  },
-  {
-    "id": 607,
-    "category": "Raw Materials",
-    "quantity": 46,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 9613.21,
-    "delivery_performance": 0.9,
-    "quality_score": 0.94
-  },
-  {
-    "id": 608,
-    "category": "IT Equipment",
-    "quantity": 5,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 546.36,
-    "delivery_performance": 0.9,
-    "quality_score": 0.92
-  },
-  {
-    "id": 609,
-    "category": "Raw Materials",
-    "quantity": 7,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 1645.19,
-    "delivery_performance": 0.77,
-    "quality_score": 0.92
-  },
-  {
-    "id": 610,
-    "category": "Services",
-    "quantity": 90,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 8592.55,
-    "delivery_performance": 0.95,
-    "quality_score": 0.93
-  },
-  {
-    "id": 611,
-    "category": "IT Equipment",
-    "quantity": 31,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 3597.21,
-    "delivery_performance": 0.73,
-    "quality_score": 0.89
-  },
-  {
-    "id": 612,
-    "category": "Office Supplies",
-    "quantity": 26,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 2366.38,
-    "delivery_performance": 0.95,
-    "quality_score": 0.97
-  },
-  {
-    "id": 613,
-    "category": "IT Equipment",
-    "quantity": 18,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 1937.2,
-    "delivery_performance": 0.83,
-    "quality_score": 0.97
-  },
-  {
-    "id": 614,
-    "category": "Services",
-    "quantity": 83,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 9518.75,
-    "delivery_performance": 0.83,
-    "quality_score": 0.92
-  },
-  {
-    "id": 615,
-    "category": "Services",
-    "quantity": 77,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 7631.6,
-    "delivery_performance": 0.88,
-    "quality_score": 0.94
-  },
-  {
-    "id": 616,
-    "category": "Services",
-    "quantity": 65,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 7036.72,
-    "delivery_performance": 0.91,
-    "quality_score": 0.94
-  },
-  {
-    "id": 617,
-    "category": "Raw Materials",
-    "quantity": 46,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 10070.08,
-    "delivery_performance": 0.75,
-    "quality_score": 0.91
-  },
-  {
-    "id": 618,
-    "category": "Office Supplies",
-    "quantity": 41,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 4796.43,
-    "delivery_performance": 0.82,
-    "quality_score": 0.89
-  },
-  {
-    "id": 619,
-    "category": "IT Equipment",
-    "quantity": 43,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 5093.97,
-    "delivery_performance": 0.66,
-    "quality_score": 0.87
-  },
-  {
-    "id": 620,
-    "category": "Services",
-    "quantity": 54,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 5707.06,
-    "delivery_performance": 0.91,
-    "quality_score": 0.95
-  },
-  {
-    "id": 621,
-    "category": "Office Supplies",
-    "quantity": 27,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 3437.21,
-    "delivery_performance": 0.75,
-    "quality_score": 0.92
-  },
-  {
-    "id": 622,
-    "category": "Services",
-    "quantity": 27,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 3080.19,
-    "delivery_performance": 0.71,
-    "quality_score": 0.96
-  },
-  {
-    "id": 623,
-    "category": "Raw Materials",
-    "quantity": 68,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 18077.91,
-    "delivery_performance": 0.71,
-    "quality_score": 0.97
-  },
-  {
-    "id": 624,
-    "category": "IT Equipment",
-    "quantity": 23,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 2811.74,
-    "delivery_performance": 0.74,
-    "quality_score": 0.88
-  },
-  {
-    "id": 625,
-    "category": "Raw Materials",
-    "quantity": 43,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 11804.12,
-    "delivery_performance": 0.74,
-    "quality_score": 0.93
-  },
-  {
-    "id": 626,
-    "category": "Services",
-    "quantity": 21,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 2079.39,
-    "delivery_performance": 0.84,
-    "quality_score": 0.98
-  },
-  {
-    "id": 627,
-    "category": "IT Equipment",
-    "quantity": 41,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 4202.68,
-    "delivery_performance": 0.88,
-    "quality_score": 0.9
-  },
-  {
-    "id": 628,
-    "category": "Services",
-    "quantity": 74,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 6938.58,
-    "delivery_performance": 0.91,
-    "quality_score": 0.97
-  },
-  {
-    "id": 629,
-    "category": "Services",
-    "quantity": 24,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 2413.88,
-    "delivery_performance": 0.9,
-    "quality_score": 0.94
-  },
-  {
-    "id": 630,
-    "category": "Services",
-    "quantity": 89,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 10068.51,
-    "delivery_performance": 0.86,
-    "quality_score": 0.91
-  },
-  {
-    "id": 631,
-    "category": "Services",
-    "quantity": 84,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 8206.32,
-    "delivery_performance": 0.82,
-    "quality_score": 0.91
-  },
-  {
-    "id": 632,
-    "category": "IT Equipment",
-    "quantity": 78,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 9311.98,
-    "delivery_performance": 0.84,
-    "quality_score": 0.85
-  },
-  {
-    "id": 633,
-    "category": "IT Equipment",
-    "quantity": 77,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 9252.18,
-    "delivery_performance": 0.89,
-    "quality_score": 0.94
-  },
-  {
-    "id": 634,
-    "category": "Raw Materials",
-    "quantity": 64,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 15911.85,
-    "delivery_performance": 0.73,
-    "quality_score": 0.97
-  },
-  {
-    "id": 635,
-    "category": "IT Equipment",
-    "quantity": 92,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 11580.58,
-    "delivery_performance": 0.8,
-    "quality_score": 0.91
-  },
-  {
-    "id": 636,
-    "category": "Services",
-    "quantity": 78,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 10648.13,
-    "delivery_performance": 0.72,
-    "quality_score": 0.89
-  },
-  {
-    "id": 637,
-    "category": "IT Equipment",
-    "quantity": 93,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 11925.62,
-    "delivery_performance": 0.74,
-    "quality_score": 0.92
-  },
-  {
-    "id": 638,
-    "category": "Raw Materials",
-    "quantity": 99,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 22683.43,
-    "delivery_performance": 0.75,
-    "quality_score": 0.96
-  },
-  {
-    "id": 639,
-    "category": "Raw Materials",
-    "quantity": 37,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 6681.02,
-    "delivery_performance": 0.94,
-    "quality_score": 0.87
-  },
-  {
-    "id": 640,
-    "category": "Office Supplies",
-    "quantity": 89,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 10343.19,
-    "delivery_performance": 0.88,
-    "quality_score": 0.87
-  },
-  {
-    "id": 641,
-    "category": "IT Equipment",
-    "quantity": 48,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 5042.65,
-    "delivery_performance": 0.91,
-    "quality_score": 0.9
-  },
-  {
-    "id": 642,
-    "category": "Services",
-    "quantity": 97,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 11044.24,
-    "delivery_performance": 0.77,
-    "quality_score": 0.96
-  },
-  {
-    "id": 643,
-    "category": "IT Equipment",
-    "quantity": 26,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 2846.42,
-    "delivery_performance": 0.66,
-    "quality_score": 0.97
-  },
-  {
-    "id": 644,
-    "category": "Office Supplies",
-    "quantity": 53,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 6154.82,
-    "delivery_performance": 0.57,
-    "quality_score": 0.85
-  },
-  {
-    "id": 645,
-    "category": "Services",
-    "quantity": 53,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 7178.47,
-    "delivery_performance": 0.74,
-    "quality_score": 0.97
-  },
-  {
-    "id": 646,
-    "category": "Services",
-    "quantity": 83,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 9891.71,
-    "delivery_performance": 0.79,
-    "quality_score": 0.94
-  },
-  {
-    "id": 647,
-    "category": "Services",
-    "quantity": 64,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 8284.35,
-    "delivery_performance": 0.7,
-    "quality_score": 0.89
-  },
-  {
-    "id": 648,
-    "category": "IT Equipment",
-    "quantity": 91,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 8367.81,
-    "delivery_performance": 0.94,
-    "quality_score": 0.91
-  },
-  {
-    "id": 649,
-    "category": "Office Supplies",
-    "quantity": 97,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 9653.58,
-    "delivery_performance": 0.89,
-    "quality_score": 0.97
-  },
-  {
-    "id": 650,
-    "category": "Office Supplies",
-    "quantity": 81,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 10846.79,
-    "delivery_performance": 0.79,
-    "quality_score": 0.94
-  },
-  {
-    "id": 651,
-    "category": "Office Supplies",
-    "quantity": 19,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 2359.3,
-    "delivery_performance": 0.71,
-    "quality_score": 0.93
-  },
-  {
-    "id": 652,
-    "category": "Raw Materials",
-    "quantity": 59,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 15578.16,
-    "delivery_performance": 0.77,
-    "quality_score": 0.86
-  },
-  {
-    "id": 653,
-    "category": "Services",
-    "quantity": 47,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 4644.14,
-    "delivery_performance": 0.9,
-    "quality_score": 0.97
-  },
-  {
-    "id": 654,
-    "category": "Services",
-    "quantity": 27,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 3402.43,
-    "delivery_performance": 0.64,
-    "quality_score": 0.93
-  },
-  {
-    "id": 655,
-    "category": "IT Equipment",
-    "quantity": 61,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 6973.7,
-    "delivery_performance": 0.74,
-    "quality_score": 0.88
-  },
-  {
-    "id": 656,
-    "category": "Services",
-    "quantity": 7,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 795.35,
-    "delivery_performance": 0.87,
-    "quality_score": 0.94
-  },
-  {
-    "id": 657,
-    "category": "Services",
-    "quantity": 78,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 7650.1,
-    "delivery_performance": 0.74,
-    "quality_score": 0.96
-  },
-  {
-    "id": 658,
-    "category": "IT Equipment",
-    "quantity": 74,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 6839.38,
-    "delivery_performance": 0.9,
-    "quality_score": 0.98
-  },
-  {
-    "id": 659,
-    "category": "Raw Materials",
-    "quantity": 92,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 19694.96,
-    "delivery_performance": 0.67,
-    "quality_score": 0.89
-  },
-  {
-    "id": 660,
-    "category": "Services",
-    "quantity": 42,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 5740.89,
-    "delivery_performance": 0.73,
-    "quality_score": 0.89
-  },
-  {
-    "id": 661,
-    "category": "Services",
-    "quantity": 18,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 2423.35,
-    "delivery_performance": 0.76,
-    "quality_score": 0.87
-  },
-  {
-    "id": 662,
-    "category": "IT Equipment",
-    "quantity": 29,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 2646.54,
-    "delivery_performance": 0.9,
-    "quality_score": 0.89
-  },
-  {
-    "id": 663,
-    "category": "Services",
-    "quantity": 7,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 740.29,
-    "delivery_performance": 0.95,
-    "quality_score": 0.87
-  },
-  {
-    "id": 664,
-    "category": "Services",
-    "quantity": 91,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 10321.4,
-    "delivery_performance": 0.79,
-    "quality_score": 0.93
-  },
-  {
-    "id": 665,
-    "category": "Services",
-    "quantity": 84,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 7849.38,
-    "delivery_performance": 0.95,
-    "quality_score": 0.89
-  },
-  {
-    "id": 666,
-    "category": "IT Equipment",
-    "quantity": 63,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 7267.33,
-    "delivery_performance": 0.74,
-    "quality_score": 0.93
-  },
-  {
-    "id": 667,
-    "category": "IT Equipment",
-    "quantity": 30,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 3049.73,
-    "delivery_performance": 0.83,
-    "quality_score": 0.92
-  },
-  {
-    "id": 668,
-    "category": "Raw Materials",
-    "quantity": 32,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 5914.55,
-    "delivery_performance": 0.94,
-    "quality_score": 0.9
-  },
-  {
-    "id": 669,
-    "category": "Raw Materials",
-    "quantity": 75,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 13900.11,
-    "delivery_performance": 0.73,
-    "quality_score": 0.93
-  },
-  {
-    "id": 670,
-    "category": "Services",
-    "quantity": 25,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 2253.61,
-    "delivery_performance": 0.71,
-    "quality_score": 0.94
-  },
-  {
-    "id": 671,
-    "category": "Raw Materials",
-    "quantity": 58,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 13464.95,
-    "delivery_performance": 0.66,
-    "quality_score": 0.91
-  },
-  {
-    "id": 672,
-    "category": "Office Supplies",
-    "quantity": 27,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 3450.63,
-    "delivery_performance": 0.79,
-    "quality_score": 0.96
-  },
-  {
-    "id": 673,
-    "category": "Raw Materials",
-    "quantity": 49,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 9955.35,
-    "delivery_performance": 0.85,
-    "quality_score": 0.86
-  },
-  {
-    "id": 674,
-    "category": "Raw Materials",
-    "quantity": 74,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 17672.78,
-    "delivery_performance": 0.78,
-    "quality_score": 0.95
-  },
-  {
-    "id": 675,
-    "category": "Services",
-    "quantity": 68,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 6997.01,
-    "delivery_performance": 0.92,
-    "quality_score": 0.91
-  },
-  {
-    "id": 676,
-    "category": "Raw Materials",
-    "quantity": 83,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 19811.59,
-    "delivery_performance": 0.88,
-    "quality_score": 0.95
-  },
-  {
-    "id": 677,
-    "category": "Services",
-    "quantity": 70,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 7129.79,
-    "delivery_performance": 0.92,
-    "quality_score": 0.88
-  },
-  {
-    "id": 678,
-    "category": "Raw Materials",
-    "quantity": 34,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 6442.48,
-    "delivery_performance": 0.91,
-    "quality_score": 0.88
-  },
-  {
-    "id": 679,
-    "category": "Office Supplies",
-    "quantity": 14,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 1430.64,
-    "delivery_performance": 0.66,
-    "quality_score": 0.91
-  },
-  {
-    "id": 680,
-    "category": "Services",
-    "quantity": 52,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 5694.58,
-    "delivery_performance": 0.82,
-    "quality_score": 0.87
-  },
-  {
-    "id": 681,
-    "category": "IT Equipment",
-    "quantity": 40,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 3934.58,
-    "delivery_performance": 0.87,
-    "quality_score": 0.88
-  },
-  {
-    "id": 682,
-    "category": "Raw Materials",
-    "quantity": 82,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 16110.36,
-    "delivery_performance": 0.9,
-    "quality_score": 0.96
-  },
-  {
-    "id": 683,
-    "category": "Office Supplies",
-    "quantity": 80,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 9204.83,
-    "delivery_performance": 0.69,
-    "quality_score": 0.88
-  },
-  {
-    "id": 684,
-    "category": "Raw Materials",
-    "quantity": 60,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 14753.32,
-    "delivery_performance": 0.8,
-    "quality_score": 0.98
-  },
-  {
-    "id": 685,
-    "category": "IT Equipment",
-    "quantity": 59,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 7304.85,
-    "delivery_performance": 0.66,
-    "quality_score": 0.92
-  },
-  {
-    "id": 686,
-    "category": "IT Equipment",
-    "quantity": 93,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 11295.79,
-    "delivery_performance": 0.66,
-    "quality_score": 0.98
-  },
-  {
-    "id": 687,
-    "category": "IT Equipment",
-    "quantity": 66,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 8840.57,
-    "delivery_performance": 0.73,
-    "quality_score": 0.85
-  },
-  {
-    "id": 688,
-    "category": "Services",
-    "quantity": 64,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 6562.32,
-    "delivery_performance": 0.74,
-    "quality_score": 0.85
-  },
-  {
-    "id": 689,
-    "category": "IT Equipment",
-    "quantity": 54,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 6649.97,
-    "delivery_performance": 0.77,
-    "quality_score": 0.97
-  },
-  {
-    "id": 690,
-    "category": "Office Supplies",
-    "quantity": 92,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 9913.88,
-    "delivery_performance": 0.94,
-    "quality_score": 0.9
-  },
-  {
-    "id": 691,
-    "category": "IT Equipment",
-    "quantity": 51,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 5204.29,
-    "delivery_performance": 0.87,
-    "quality_score": 0.92
-  },
-  {
-    "id": 692,
-    "category": "Services",
-    "quantity": 99,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 12010.46,
-    "delivery_performance": 0.77,
-    "quality_score": 0.94
-  },
-  {
-    "id": 693,
-    "category": "Raw Materials",
-    "quantity": 11,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 2193.94,
-    "delivery_performance": 0.9,
-    "quality_score": 0.87
-  },
-  {
-    "id": 694,
-    "category": "Raw Materials",
-    "quantity": 62,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 16714.9,
-    "delivery_performance": 0.75,
-    "quality_score": 0.86
-  },
-  {
-    "id": 695,
-    "category": "Office Supplies",
-    "quantity": 41,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 3781.86,
-    "delivery_performance": 0.94,
-    "quality_score": 0.87
-  },
-  {
-    "id": 696,
-    "category": "Office Supplies",
-    "quantity": 71,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 9708.49,
-    "delivery_performance": 0.75,
-    "quality_score": 0.87
-  },
-  {
-    "id": 697,
-    "category": "Raw Materials",
-    "quantity": 58,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 11644.65,
-    "delivery_performance": 0.81,
-    "quality_score": 0.88
-  },
-  {
-    "id": 698,
-    "category": "Raw Materials",
-    "quantity": 57,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 14516.07,
-    "delivery_performance": 0.73,
-    "quality_score": 0.96
-  },
-  {
-    "id": 699,
-    "category": "Services",
-    "quantity": 63,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 7330.93,
-    "delivery_performance": 0.88,
-    "quality_score": 0.9
-  },
-  {
-    "id": 700,
-    "category": "Raw Materials",
-    "quantity": 11,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 2400.73,
-    "delivery_performance": 0.89,
-    "quality_score": 0.87
-  },
-  {
-    "id": 701,
-    "category": "Raw Materials",
-    "quantity": 28,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 5170.95,
-    "delivery_performance": 0.85,
-    "quality_score": 0.92
-  },
-  {
-    "id": 702,
-    "category": "Services",
-    "quantity": 38,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 4318.4,
-    "delivery_performance": 0.8,
-    "quality_score": 0.87
-  },
-  {
-    "id": 703,
-    "category": "Services",
-    "quantity": 74,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 7258.75,
-    "delivery_performance": 0.9,
-    "quality_score": 0.87
-  },
-  {
-    "id": 704,
-    "category": "Services",
-    "quantity": 45,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 4476.52,
-    "delivery_performance": 0.92,
-    "quality_score": 0.97
-  },
-  {
-    "id": 705,
-    "category": "Office Supplies",
-    "quantity": 77,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 10070.91,
-    "delivery_performance": 0.56,
-    "quality_score": 0.87
-  },
-  {
-    "id": 706,
-    "category": "IT Equipment",
-    "quantity": 44,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 4274.51,
-    "delivery_performance": 0.8,
-    "quality_score": 0.93
-  },
-  {
-    "id": 707,
-    "category": "Office Supplies",
-    "quantity": 79,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 8932.03,
-    "delivery_performance": 0.75,
-    "quality_score": 0.91
-  },
-  {
-    "id": 708,
-    "category": "IT Equipment",
-    "quantity": 70,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 7858.88,
-    "delivery_performance": 0.85,
-    "quality_score": 0.86
-  },
-  {
-    "id": 709,
-    "category": "Raw Materials",
-    "quantity": 55,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 10720.23,
-    "delivery_performance": 0.81,
-    "quality_score": 0.9
-  },
-  {
-    "id": 710,
-    "category": "Services",
-    "quantity": 76,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 8061.6,
-    "delivery_performance": 0.92,
-    "quality_score": 0.95
-  },
-  {
-    "id": 711,
-    "category": "Services",
-    "quantity": 98,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 10149.98,
-    "delivery_performance": 0.85,
-    "quality_score": 0.96
-  },
-  {
-    "id": 712,
-    "category": "Raw Materials",
-    "quantity": 13,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 3191.15,
-    "delivery_performance": 0.56,
-    "quality_score": 0.9
-  },
-  {
-    "id": 713,
-    "category": "Services",
-    "quantity": 95,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 12664.17,
-    "delivery_performance": 0.77,
-    "quality_score": 0.91
-  },
-  {
-    "id": 714,
-    "category": "Raw Materials",
-    "quantity": 79,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 15735.3,
-    "delivery_performance": 0.8,
-    "quality_score": 0.88
-  },
-  {
-    "id": 715,
-    "category": "Services",
-    "quantity": 20,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 2495.94,
-    "delivery_performance": 0.73,
-    "quality_score": 0.88
-  },
-  {
-    "id": 716,
-    "category": "IT Equipment",
-    "quantity": 40,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 4457.71,
-    "delivery_performance": 0.81,
-    "quality_score": 0.93
-  },
-  {
-    "id": 717,
-    "category": "Services",
-    "quantity": 93,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 8672.9,
-    "delivery_performance": 0.94,
-    "quality_score": 0.89
-  },
-  {
-    "id": 718,
-    "category": "Office Supplies",
-    "quantity": 50,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 4919.51,
-    "delivery_performance": 0.86,
-    "quality_score": 0.9
-  },
-  {
-    "id": 719,
-    "category": "Raw Materials",
-    "quantity": 42,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 11055.85,
-    "delivery_performance": 0.74,
-    "quality_score": 0.87
-  },
-  {
-    "id": 720,
-    "category": "Raw Materials",
-    "quantity": 45,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 10340.63,
-    "delivery_performance": 0.74,
-    "quality_score": 0.96
-  },
-  {
-    "id": 721,
-    "category": "IT Equipment",
-    "quantity": 22,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 2701.6,
-    "delivery_performance": 0.71,
-    "quality_score": 0.87
-  },
-  {
-    "id": 722,
-    "category": "Office Supplies",
-    "quantity": 24,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 2950.41,
-    "delivery_performance": 0.71,
-    "quality_score": 0.87
-  },
-  {
-    "id": 723,
-    "category": "Office Supplies",
-    "quantity": 7,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 714.41,
-    "delivery_performance": 0.86,
-    "quality_score": 0.98
-  },
-  {
-    "id": 724,
-    "category": "Raw Materials",
-    "quantity": 27,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 6375.18,
-    "delivery_performance": 0.71,
-    "quality_score": 0.87
-  },
-  {
-    "id": 725,
-    "category": "Office Supplies",
-    "quantity": 44,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 4333.83,
-    "delivery_performance": 0.87,
-    "quality_score": 0.86
-  },
-  {
-    "id": 726,
-    "category": "IT Equipment",
-    "quantity": 66,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 6581.62,
-    "delivery_performance": 0.83,
-    "quality_score": 0.93
-  },
-  {
-    "id": 727,
-    "category": "Services",
-    "quantity": 20,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 2273.74,
-    "delivery_performance": 0.82,
-    "quality_score": 0.95
-  },
-  {
-    "id": 728,
-    "category": "Office Supplies",
-    "quantity": 80,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 7345.25,
-    "delivery_performance": 0.87,
-    "quality_score": 0.97
-  },
-  {
-    "id": 729,
-    "category": "Raw Materials",
-    "quantity": 50,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 10639.17,
-    "delivery_performance": 0.87,
-    "quality_score": 0.92
-  },
-  {
-    "id": 730,
-    "category": "Office Supplies",
-    "quantity": 41,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 4444.79,
-    "delivery_performance": 0.86,
-    "quality_score": 0.91
-  },
-  {
-    "id": 731,
-    "category": "Office Supplies",
-    "quantity": 61,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 8358.98,
-    "delivery_performance": 0.76,
-    "quality_score": 0.92
-  },
-  {
-    "id": 732,
-    "category": "Services",
-    "quantity": 19,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 2098.25,
-    "delivery_performance": 0.85,
-    "quality_score": 0.9
-  },
-  {
-    "id": 733,
-    "category": "Raw Materials",
-    "quantity": 76,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 18976.11,
-    "delivery_performance": 0.76,
-    "quality_score": 0.91
-  },
-  {
-    "id": 734,
-    "category": "Raw Materials",
-    "quantity": 92,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 22203.13,
-    "delivery_performance": 0.86,
-    "quality_score": 0.96
-  },
-  {
-    "id": 735,
-    "category": "Services",
-    "quantity": 91,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 10354.54,
-    "delivery_performance": 0.86,
-    "quality_score": 0.92
-  },
-  {
-    "id": 736,
-    "category": "IT Equipment",
-    "quantity": 20,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 2096.57,
-    "delivery_performance": 0.72,
-    "quality_score": 0.87
-  },
-  {
-    "id": 737,
-    "category": "Raw Materials",
-    "quantity": 30,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 6247.39,
-    "delivery_performance": 0.86,
-    "quality_score": 0.91
-  },
-  {
-    "id": 738,
-    "category": "Raw Materials",
-    "quantity": 87,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 21006.24,
-    "delivery_performance": 0.85,
-    "quality_score": 0.87
-  },
-  {
-    "id": 739,
-    "category": "Services",
-    "quantity": 18,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 1703.1,
-    "delivery_performance": 0.86,
-    "quality_score": 0.85
-  },
-  {
-    "id": 740,
-    "category": "IT Equipment",
-    "quantity": 13,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 1459.91,
-    "delivery_performance": 0.87,
-    "quality_score": 0.89
-  },
-  {
-    "id": 741,
-    "category": "IT Equipment",
-    "quantity": 14,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 1677.75,
-    "delivery_performance": 0.63,
-    "quality_score": 0.92
-  },
-  {
-    "id": 742,
-    "category": "Raw Materials",
-    "quantity": 74,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 19906.46,
-    "delivery_performance": 0.79,
-    "quality_score": 0.91
-  },
-  {
-    "id": 743,
-    "category": "Services",
-    "quantity": 61,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 6786.05,
-    "delivery_performance": 0.81,
-    "quality_score": 0.89
-  },
-  {
-    "id": 744,
-    "category": "Office Supplies",
-    "quantity": 67,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 7351.51,
-    "delivery_performance": 0.89,
-    "quality_score": 0.94
-  },
-  {
-    "id": 745,
-    "category": "Services",
-    "quantity": 65,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 7740.51,
-    "delivery_performance": 0.74,
-    "quality_score": 0.9
-  },
-  {
-    "id": 746,
-    "category": "Raw Materials",
-    "quantity": 41,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 8349.27,
-    "delivery_performance": 0.86,
-    "quality_score": 0.96
-  },
-  {
-    "id": 747,
-    "category": "IT Equipment",
-    "quantity": 85,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 9060.42,
-    "delivery_performance": 0.75,
-    "quality_score": 0.9
-  },
-  {
-    "id": 748,
-    "category": "Office Supplies",
-    "quantity": 36,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 3865.64,
-    "delivery_performance": 0.94,
-    "quality_score": 0.87
-  },
-  {
-    "id": 749,
-    "category": "Raw Materials",
-    "quantity": 9,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 1790.08,
-    "delivery_performance": 0.73,
-    "quality_score": 0.85
-  },
-  {
-    "id": 750,
-    "category": "Raw Materials",
-    "quantity": 53,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 14067.07,
-    "delivery_performance": 0.68,
-    "quality_score": 0.94
-  },
-  {
-    "id": 751,
-    "category": "Raw Materials",
-    "quantity": 68,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 16535.34,
-    "delivery_performance": 0.76,
-    "quality_score": 0.91
-  },
-  {
-    "id": 752,
-    "category": "IT Equipment",
-    "quantity": 73,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 7004.09,
-    "delivery_performance": 0.89,
-    "quality_score": 0.95
-  },
-  {
-    "id": 753,
-    "category": "IT Equipment",
-    "quantity": 96,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 10961.45,
-    "delivery_performance": 0.72,
-    "quality_score": 0.91
-  },
-  {
-    "id": 754,
-    "category": "Office Supplies",
-    "quantity": 49,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 5060.19,
-    "delivery_performance": 0.92,
-    "quality_score": 0.9
-  },
-  {
-    "id": 755,
-    "category": "Raw Materials",
-    "quantity": 84,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 21536.94,
-    "delivery_performance": 0.62,
-    "quality_score": 0.87
-  },
-  {
-    "id": 756,
-    "category": "Services",
-    "quantity": 32,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 4347.71,
-    "delivery_performance": 0.59,
-    "quality_score": 0.86
-  },
-  {
-    "id": 757,
-    "category": "Office Supplies",
-    "quantity": 51,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 5886.5,
-    "delivery_performance": 0.82,
-    "quality_score": 0.96
-  },
-  {
-    "id": 758,
-    "category": "Services",
-    "quantity": 45,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 4791.34,
-    "delivery_performance": 0.89,
-    "quality_score": 0.88
-  },
-  {
-    "id": 759,
-    "category": "Office Supplies",
-    "quantity": 56,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 5071.03,
-    "delivery_performance": 0.87,
-    "quality_score": 0.89
-  },
-  {
-    "id": 760,
-    "category": "Services",
-    "quantity": 76,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 7790.45,
-    "delivery_performance": 0.78,
-    "quality_score": 0.88
-  },
-  {
-    "id": 761,
-    "category": "Raw Materials",
-    "quantity": 89,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 23505.94,
-    "delivery_performance": 0.79,
-    "quality_score": 0.97
-  },
-  {
-    "id": 762,
-    "category": "Raw Materials",
-    "quantity": 82,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 18659.39,
-    "delivery_performance": 0.81,
-    "quality_score": 0.9
-  },
-  {
-    "id": 763,
-    "category": "Office Supplies",
-    "quantity": 35,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 3769.2,
-    "delivery_performance": 0.93,
-    "quality_score": 0.87
-  },
-  {
-    "id": 764,
-    "category": "Raw Materials",
-    "quantity": 47,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 11087.32,
-    "delivery_performance": 0.68,
-    "quality_score": 0.88
-  },
-  {
-    "id": 765,
-    "category": "Raw Materials",
-    "quantity": 61,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 13509.83,
-    "delivery_performance": 0.83,
-    "quality_score": 0.86
-  },
-  {
-    "id": 766,
-    "category": "Services",
-    "quantity": 65,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 7902.37,
-    "delivery_performance": 0.73,
-    "quality_score": 0.96
-  },
-  {
-    "id": 767,
-    "category": "IT Equipment",
-    "quantity": 87,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 10337.74,
-    "delivery_performance": 0.76,
-    "quality_score": 0.93
-  },
-  {
-    "id": 768,
-    "category": "Raw Materials",
-    "quantity": 92,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 16588.95,
-    "delivery_performance": 0.85,
-    "quality_score": 0.97
-  },
-  {
-    "id": 769,
-    "category": "Raw Materials",
-    "quantity": 43,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 9218.2,
-    "delivery_performance": 0.93,
-    "quality_score": 0.91
-  },
-  {
-    "id": 770,
-    "category": "Raw Materials",
-    "quantity": 87,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 20377.2,
-    "delivery_performance": 0.81,
-    "quality_score": 0.91
-  },
-  {
-    "id": 771,
-    "category": "Services",
-    "quantity": 47,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 6108.22,
-    "delivery_performance": 0.62,
-    "quality_score": 0.9
-  },
-  {
-    "id": 772,
-    "category": "Raw Materials",
-    "quantity": 63,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 16159.99,
-    "delivery_performance": 0.72,
-    "quality_score": 0.87
-  },
-  {
-    "id": 773,
-    "category": "Services",
-    "quantity": 30,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 3458.12,
-    "delivery_performance": 0.78,
-    "quality_score": 0.94
-  },
-  {
-    "id": 774,
-    "category": "Office Supplies",
-    "quantity": 81,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 10081.19,
-    "delivery_performance": 0.59,
-    "quality_score": 0.88
-  },
-  {
-    "id": 775,
-    "category": "Raw Materials",
-    "quantity": 41,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 7678.3,
-    "delivery_performance": 0.86,
-    "quality_score": 0.97
-  },
-  {
-    "id": 776,
-    "category": "Office Supplies",
-    "quantity": 7,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 657.76,
-    "delivery_performance": 0.88,
-    "quality_score": 0.87
-  },
-  {
-    "id": 777,
-    "category": "Services",
-    "quantity": 84,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 10086.44,
-    "delivery_performance": 0.88,
-    "quality_score": 0.92
-  },
-  {
-    "id": 778,
-    "category": "IT Equipment",
-    "quantity": 96,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 11084.43,
-    "delivery_performance": 0.59,
-    "quality_score": 0.87
-  },
-  {
-    "id": 779,
-    "category": "Raw Materials",
-    "quantity": 41,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 10109.18,
-    "delivery_performance": 0.67,
-    "quality_score": 0.88
-  },
-  {
-    "id": 780,
-    "category": "Raw Materials",
-    "quantity": 98,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 24051.77,
-    "delivery_performance": 0.79,
-    "quality_score": 0.89
-  },
-  {
-    "id": 781,
-    "category": "Raw Materials",
-    "quantity": 35,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 8895.08,
-    "delivery_performance": 0.6,
-    "quality_score": 0.86
-  },
-  {
-    "id": 782,
-    "category": "Services",
-    "quantity": 22,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 2520.89,
-    "delivery_performance": 0.69,
-    "quality_score": 0.88
-  },
-  {
-    "id": 783,
-    "category": "IT Equipment",
-    "quantity": 76,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 7555.82,
-    "delivery_performance": 0.91,
-    "quality_score": 0.93
-  },
-  {
-    "id": 784,
-    "category": "IT Equipment",
-    "quantity": 5,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 568.84,
-    "delivery_performance": 0.78,
-    "quality_score": 0.97
-  },
-  {
-    "id": 785,
-    "category": "IT Equipment",
-    "quantity": 79,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 8579.92,
-    "delivery_performance": 0.86,
-    "quality_score": 0.87
-  },
-  {
-    "id": 786,
-    "category": "Raw Materials",
-    "quantity": 95,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 21930.0,
-    "delivery_performance": 0.69,
-    "quality_score": 0.87
-  },
-  {
-    "id": 787,
-    "category": "Raw Materials",
-    "quantity": 100,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 22496.9,
-    "delivery_performance": 0.69,
-    "quality_score": 0.88
-  },
-  {
-    "id": 788,
-    "category": "Raw Materials",
-    "quantity": 60,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 12133.62,
-    "delivery_performance": 0.86,
-    "quality_score": 0.93
-  },
-  {
-    "id": 789,
-    "category": "Services",
-    "quantity": 11,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 1030.29,
-    "delivery_performance": 0.9,
-    "quality_score": 0.87
-  },
-  {
-    "id": 790,
-    "category": "Services",
-    "quantity": 60,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 5827.82,
-    "delivery_performance": 0.74,
-    "quality_score": 0.91
-  },
-  {
-    "id": 791,
-    "category": "Services",
-    "quantity": 19,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 2181.95,
-    "delivery_performance": 0.71,
-    "quality_score": 0.87
-  },
-  {
-    "id": 792,
-    "category": "Office Supplies",
-    "quantity": 100,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 12565.04,
-    "delivery_performance": 0.74,
-    "quality_score": 0.9
-  },
-  {
-    "id": 793,
-    "category": "IT Equipment",
-    "quantity": 36,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 3789.15,
-    "delivery_performance": 0.8,
-    "quality_score": 0.87
-  },
-  {
-    "id": 794,
-    "category": "Raw Materials",
-    "quantity": 80,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 14659.4,
-    "delivery_performance": 0.87,
-    "quality_score": 0.94
-  },
-  {
-    "id": 795,
-    "category": "Services",
-    "quantity": 85,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 9642.04,
-    "delivery_performance": 0.8,
-    "quality_score": 0.89
-  },
-  {
-    "id": 796,
-    "category": "Office Supplies",
-    "quantity": 32,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 3356.03,
-    "delivery_performance": 0.9,
-    "quality_score": 0.93
-  },
-  {
-    "id": 797,
-    "category": "IT Equipment",
-    "quantity": 56,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 5653.88,
-    "delivery_performance": 0.81,
-    "quality_score": 0.87
-  },
-  {
-    "id": 798,
-    "category": "Services",
-    "quantity": 41,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 5115.62,
-    "delivery_performance": 0.76,
-    "quality_score": 0.95
-  },
-  {
-    "id": 799,
-    "category": "Raw Materials",
-    "quantity": 92,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 24527.44,
-    "delivery_performance": 0.75,
-    "quality_score": 0.91
-  },
-  {
-    "id": 800,
-    "category": "Services",
-    "quantity": 65,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 7594.72,
-    "delivery_performance": 0.71,
-    "quality_score": 0.91
-  },
-  {
-    "id": 801,
-    "category": "Services",
-    "quantity": 16,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 1647.24,
-    "delivery_performance": 0.88,
-    "quality_score": 0.97
-  },
-  {
-    "id": 802,
-    "category": "IT Equipment",
-    "quantity": 42,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 4435.56,
-    "delivery_performance": 0.65,
-    "quality_score": 0.94
-  },
-  {
-    "id": 803,
-    "category": "Raw Materials",
-    "quantity": 36,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 9091.79,
-    "delivery_performance": 0.56,
-    "quality_score": 0.92
-  },
-  {
-    "id": 804,
-    "category": "Services",
-    "quantity": 57,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 5420.54,
-    "delivery_performance": 0.84,
-    "quality_score": 0.92
-  },
-  {
-    "id": 805,
-    "category": "IT Equipment",
-    "quantity": 99,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 13223.7,
-    "delivery_performance": 0.69,
-    "quality_score": 0.9
-  },
-  {
-    "id": 806,
-    "category": "Raw Materials",
-    "quantity": 45,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 10893.0,
-    "delivery_performance": 0.56,
-    "quality_score": 0.96
-  },
-  {
-    "id": 807,
-    "category": "Office Supplies",
-    "quantity": 28,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 2819.25,
-    "delivery_performance": 0.95,
-    "quality_score": 0.87
-  },
-  {
-    "id": 808,
-    "category": "Office Supplies",
-    "quantity": 88,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 9298.22,
-    "delivery_performance": 0.68,
-    "quality_score": 0.93
-  },
-  {
-    "id": 809,
-    "category": "Services",
-    "quantity": 43,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 4034.09,
-    "delivery_performance": 0.87,
-    "quality_score": 0.94
-  },
-  {
-    "id": 810,
-    "category": "Office Supplies",
-    "quantity": 8,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 789.73,
-    "delivery_performance": 0.76,
-    "quality_score": 0.95
-  },
-  {
-    "id": 811,
-    "category": "Office Supplies",
-    "quantity": 16,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 1732.5,
-    "delivery_performance": 0.78,
-    "quality_score": 0.97
-  },
-  {
-    "id": 812,
-    "category": "Services",
-    "quantity": 67,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 6929.77,
-    "delivery_performance": 0.84,
-    "quality_score": 0.96
-  },
-  {
-    "id": 813,
-    "category": "IT Equipment",
-    "quantity": 47,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 5027.7,
-    "delivery_performance": 0.88,
-    "quality_score": 0.93
-  },
-  {
-    "id": 814,
-    "category": "Raw Materials",
-    "quantity": 9,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 1873.83,
-    "delivery_performance": 0.79,
-    "quality_score": 0.85
-  },
-  {
-    "id": 815,
-    "category": "Raw Materials",
-    "quantity": 75,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 13850.82,
-    "delivery_performance": 0.89,
-    "quality_score": 0.93
-  },
-  {
-    "id": 816,
-    "category": "Services",
-    "quantity": 94,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 10807.8,
-    "delivery_performance": 0.85,
-    "quality_score": 0.91
-  },
-  {
-    "id": 817,
-    "category": "Office Supplies",
-    "quantity": 80,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 10766.35,
-    "delivery_performance": 0.73,
-    "quality_score": 0.9
-  },
-  {
-    "id": 818,
-    "category": "Services",
-    "quantity": 91,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 11652.19,
-    "delivery_performance": 0.77,
-    "quality_score": 0.95
-  },
-  {
-    "id": 819,
-    "category": "Services",
-    "quantity": 21,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 1932.38,
-    "delivery_performance": 0.91,
-    "quality_score": 0.98
-  },
-  {
-    "id": 820,
-    "category": "Raw Materials",
-    "quantity": 35,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 7533.27,
-    "delivery_performance": 0.91,
-    "quality_score": 0.87
-  },
-  {
-    "id": 821,
-    "category": "IT Equipment",
-    "quantity": 13,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 1321.52,
-    "delivery_performance": 0.77,
-    "quality_score": 0.88
-  },
-  {
-    "id": 822,
-    "category": "Raw Materials",
-    "quantity": 50,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 10412.81,
-    "delivery_performance": 0.86,
-    "quality_score": 0.91
-  },
-  {
-    "id": 823,
-    "category": "Services",
-    "quantity": 19,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 1773.48,
-    "delivery_performance": 0.94,
-    "quality_score": 0.88
-  },
-  {
-    "id": 824,
-    "category": "Raw Materials",
-    "quantity": 25,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 6540.69,
-    "delivery_performance": 0.79,
-    "quality_score": 0.93
-  },
-  {
-    "id": 825,
-    "category": "Raw Materials",
-    "quantity": 22,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 4636.91,
-    "delivery_performance": 0.95,
-    "quality_score": 0.96
-  },
-  {
-    "id": 826,
-    "category": "Services",
-    "quantity": 48,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 5145.29,
-    "delivery_performance": 0.82,
-    "quality_score": 0.9
-  },
-  {
-    "id": 827,
-    "category": "Office Supplies",
-    "quantity": 24,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 3181.06,
-    "delivery_performance": 0.64,
-    "quality_score": 0.9
-  },
-  {
-    "id": 828,
-    "category": "Services",
-    "quantity": 71,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 8245.91,
-    "delivery_performance": 0.8,
-    "quality_score": 0.95
-  },
-  {
-    "id": 829,
-    "category": "IT Equipment",
-    "quantity": 15,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 1628.24,
-    "delivery_performance": 0.86,
-    "quality_score": 0.85
-  },
-  {
-    "id": 830,
-    "category": "Office Supplies",
-    "quantity": 78,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 8401.82,
-    "delivery_performance": 0.88,
-    "quality_score": 0.96
-  },
-  {
-    "id": 831,
-    "category": "Raw Materials",
-    "quantity": 49,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 9694.53,
-    "delivery_performance": 0.93,
-    "quality_score": 0.92
-  },
-  {
-    "id": 832,
-    "category": "Services",
-    "quantity": 94,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 9480.29,
-    "delivery_performance": 0.72,
-    "quality_score": 0.9
-  },
-  {
-    "id": 833,
-    "category": "Office Supplies",
-    "quantity": 71,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 8895.72,
-    "delivery_performance": 0.77,
-    "quality_score": 0.89
-  },
-  {
-    "id": 834,
-    "category": "Office Supplies",
-    "quantity": 7,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 731.71,
-    "delivery_performance": 0.85,
-    "quality_score": 0.86
-  },
-  {
-    "id": 835,
-    "category": "IT Equipment",
-    "quantity": 52,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 6013.5,
-    "delivery_performance": 0.81,
-    "quality_score": 0.91
-  },
-  {
-    "id": 836,
-    "category": "IT Equipment",
-    "quantity": 63,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 6651.69,
-    "delivery_performance": 0.83,
-    "quality_score": 0.96
-  },
-  {
-    "id": 837,
-    "category": "Office Supplies",
-    "quantity": 96,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 10594.75,
-    "delivery_performance": 0.88,
-    "quality_score": 0.95
-  },
-  {
-    "id": 838,
-    "category": "Services",
-    "quantity": 17,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 1561.36,
-    "delivery_performance": 0.79,
-    "quality_score": 0.87
-  },
-  {
-    "id": 839,
-    "category": "Office Supplies",
-    "quantity": 62,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 6661.3,
-    "delivery_performance": 0.89,
-    "quality_score": 0.93
-  },
-  {
-    "id": 840,
-    "category": "Services",
-    "quantity": 93,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 10241.84,
-    "delivery_performance": 0.73,
-    "quality_score": 0.91
-  },
-  {
-    "id": 841,
-    "category": "IT Equipment",
-    "quantity": 93,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 9758.48,
-    "delivery_performance": 0.71,
-    "quality_score": 0.9
-  },
-  {
-    "id": 842,
-    "category": "IT Equipment",
-    "quantity": 82,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 9149.46,
-    "delivery_performance": 0.9,
-    "quality_score": 0.87
-  },
-  {
-    "id": 843,
-    "category": "Raw Materials",
-    "quantity": 44,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 8766.16,
-    "delivery_performance": 0.89,
-    "quality_score": 0.95
-  },
-  {
-    "id": 844,
-    "category": "Services",
-    "quantity": 11,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 1287.23,
-    "delivery_performance": 0.85,
-    "quality_score": 0.87
-  },
-  {
-    "id": 845,
-    "category": "Raw Materials",
-    "quantity": 13,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 2634.2,
-    "delivery_performance": 0.71,
-    "quality_score": 0.95
-  },
-  {
-    "id": 846,
-    "category": "Services",
-    "quantity": 97,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 12759.57,
-    "delivery_performance": 0.73,
-    "quality_score": 0.87
-  },
-  {
-    "id": 847,
-    "category": "Raw Materials",
-    "quantity": 16,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 4320.2,
-    "delivery_performance": 0.65,
-    "quality_score": 0.86
-  },
-  {
-    "id": 848,
-    "category": "Services",
-    "quantity": 99,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 11046.8,
-    "delivery_performance": 0.82,
-    "quality_score": 0.94
-  },
-  {
-    "id": 849,
-    "category": "IT Equipment",
-    "quantity": 87,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 11869.61,
-    "delivery_performance": 0.75,
-    "quality_score": 0.95
-  },
-  {
-    "id": 850,
-    "category": "IT Equipment",
-    "quantity": 20,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 2643.38,
-    "delivery_performance": 0.78,
-    "quality_score": 0.94
-  },
-  {
-    "id": 851,
-    "category": "Services",
-    "quantity": 15,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 1871.8,
-    "delivery_performance": 0.71,
-    "quality_score": 0.89
-  },
-  {
-    "id": 852,
-    "category": "Office Supplies",
-    "quantity": 58,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 5325.59,
-    "delivery_performance": 0.85,
-    "quality_score": 0.92
-  },
-  {
-    "id": 853,
-    "category": "Raw Materials",
-    "quantity": 23,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 4422.25,
-    "delivery_performance": 0.91,
-    "quality_score": 0.87
-  },
-  {
-    "id": 854,
-    "category": "Raw Materials",
-    "quantity": 28,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 5150.59,
-    "delivery_performance": 0.94,
-    "quality_score": 0.97
-  },
-  {
-    "id": 855,
-    "category": "Raw Materials",
-    "quantity": 53,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 11134.52,
-    "delivery_performance": 0.89,
-    "quality_score": 0.91
-  },
-  {
-    "id": 856,
-    "category": "Services",
-    "quantity": 19,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 2112.2,
-    "delivery_performance": 0.89,
-    "quality_score": 0.85
-  },
-  {
-    "id": 857,
-    "category": "Office Supplies",
-    "quantity": 7,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 739.91,
-    "delivery_performance": 0.86,
-    "quality_score": 0.86
-  },
-  {
-    "id": 858,
-    "category": "Office Supplies",
-    "quantity": 23,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 2763.44,
-    "delivery_performance": 0.84,
-    "quality_score": 0.86
-  },
-  {
-    "id": 859,
-    "category": "Services",
-    "quantity": 84,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 10041.12,
-    "delivery_performance": 0.85,
-    "quality_score": 0.93
-  },
-  {
-    "id": 860,
-    "category": "Services",
-    "quantity": 49,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 5710.23,
-    "delivery_performance": 0.75,
-    "quality_score": 0.86
-  },
-  {
-    "id": 861,
-    "category": "IT Equipment",
-    "quantity": 55,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 7395.13,
-    "delivery_performance": 0.78,
-    "quality_score": 0.92
-  },
-  {
-    "id": 862,
-    "category": "Raw Materials",
-    "quantity": 92,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 19211.52,
-    "delivery_performance": 0.8,
-    "quality_score": 0.89
-  },
-  {
-    "id": 863,
-    "category": "Services",
-    "quantity": 81,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 9103.86,
-    "delivery_performance": 0.9,
-    "quality_score": 0.85
-  },
-  {
-    "id": 864,
-    "category": "Office Supplies",
-    "quantity": 57,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 7534.41,
-    "delivery_performance": 0.6,
-    "quality_score": 0.86
-  },
-  {
-    "id": 865,
-    "category": "IT Equipment",
-    "quantity": 90,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 10548.38,
-    "delivery_performance": 0.86,
-    "quality_score": 0.87
-  },
-  {
-    "id": 866,
-    "category": "IT Equipment",
-    "quantity": 20,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 1984.12,
-    "delivery_performance": 0.83,
-    "quality_score": 0.95
-  },
-  {
-    "id": 867,
-    "category": "Raw Materials",
-    "quantity": 29,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 6356.94,
-    "delivery_performance": 0.85,
-    "quality_score": 0.85
-  },
-  {
-    "id": 868,
-    "category": "Services",
-    "quantity": 95,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 13025.13,
-    "delivery_performance": 0.74,
-    "quality_score": 0.86
-  },
-  {
-    "id": 869,
-    "category": "Raw Materials",
-    "quantity": 77,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 19865.38,
-    "delivery_performance": 0.62,
-    "quality_score": 0.94
-  },
-  {
-    "id": 870,
-    "category": "Office Supplies",
-    "quantity": 13,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 1546.88,
-    "delivery_performance": 0.74,
-    "quality_score": 0.88
-  },
-  {
-    "id": 871,
-    "category": "Raw Materials",
-    "quantity": 29,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 6527.83,
-    "delivery_performance": 0.76,
-    "quality_score": 0.94
-  },
-  {
-    "id": 872,
-    "category": "IT Equipment",
-    "quantity": 46,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 5242.34,
-    "delivery_performance": 0.73,
-    "quality_score": 0.9
-  },
-  {
-    "id": 873,
-    "category": "IT Equipment",
-    "quantity": 97,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 9762.88,
-    "delivery_performance": 0.92,
-    "quality_score": 0.9
-  },
-  {
-    "id": 874,
-    "category": "Raw Materials",
-    "quantity": 15,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 4093.33,
-    "delivery_performance": 0.71,
-    "quality_score": 0.88
-  },
-  {
-    "id": 875,
-    "category": "Raw Materials",
-    "quantity": 44,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 8680.23,
-    "delivery_performance": 0.95,
-    "quality_score": 0.95
-  },
-  {
-    "id": 876,
-    "category": "Raw Materials",
-    "quantity": 37,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 8079.03,
-    "delivery_performance": 0.87,
-    "quality_score": 0.96
-  },
-  {
-    "id": 877,
-    "category": "Office Supplies",
-    "quantity": 14,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 1777.63,
-    "delivery_performance": 0.69,
-    "quality_score": 0.86
-  },
-  {
-    "id": 878,
-    "category": "IT Equipment",
-    "quantity": 53,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 6318.69,
-    "delivery_performance": 0.86,
-    "quality_score": 0.89
-  },
-  {
-    "id": 879,
-    "category": "Services",
-    "quantity": 13,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 1390.98,
-    "delivery_performance": 0.91,
-    "quality_score": 0.93
-  },
-  {
-    "id": 880,
-    "category": "Services",
-    "quantity": 34,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 4219.58,
-    "delivery_performance": 0.76,
-    "quality_score": 0.93
-  },
-  {
-    "id": 881,
-    "category": "IT Equipment",
-    "quantity": 48,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 6105.38,
-    "delivery_performance": 0.79,
-    "quality_score": 0.85
-  },
-  {
-    "id": 882,
-    "category": "IT Equipment",
-    "quantity": 80,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 7873.61,
-    "delivery_performance": 0.88,
-    "quality_score": 0.91
-  },
-  {
-    "id": 883,
-    "category": "Office Supplies",
-    "quantity": 22,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 2237.19,
-    "delivery_performance": 0.9,
-    "quality_score": 0.93
-  },
-  {
-    "id": 884,
-    "category": "Raw Materials",
-    "quantity": 44,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 10579.08,
-    "delivery_performance": 0.77,
-    "quality_score": 0.9
-  },
-  {
-    "id": 885,
-    "category": "IT Equipment",
-    "quantity": 71,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 8887.62,
-    "delivery_performance": 0.72,
-    "quality_score": 0.96
-  },
-  {
-    "id": 886,
-    "category": "Services",
-    "quantity": 49,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 4744.72,
-    "delivery_performance": 0.88,
-    "quality_score": 0.94
-  },
-  {
-    "id": 887,
-    "category": "Services",
-    "quantity": 81,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 9960.36,
-    "delivery_performance": 0.78,
-    "quality_score": 0.91
-  },
-  {
-    "id": 888,
-    "category": "IT Equipment",
-    "quantity": 68,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 6754.49,
-    "delivery_performance": 0.93,
-    "quality_score": 0.91
-  },
-  {
-    "id": 889,
-    "category": "Raw Materials",
-    "quantity": 99,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 23200.42,
-    "delivery_performance": 0.9,
-    "quality_score": 0.85
-  },
-  {
-    "id": 890,
-    "category": "Raw Materials",
-    "quantity": 8,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 1976.16,
-    "delivery_performance": 0.74,
-    "quality_score": 0.97
-  },
-  {
-    "id": 891,
-    "category": "Raw Materials",
-    "quantity": 10,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 1869.66,
-    "delivery_performance": 0.86,
-    "quality_score": 0.94
-  },
-  {
-    "id": 892,
-    "category": "Raw Materials",
-    "quantity": 75,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 14028.23,
-    "delivery_performance": 0.92,
-    "quality_score": 0.86
-  },
-  {
-    "id": 893,
-    "category": "Office Supplies",
-    "quantity": 53,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 6366.72,
-    "delivery_performance": 0.78,
-    "quality_score": 0.96
-  },
-  {
-    "id": 894,
-    "category": "Office Supplies",
-    "quantity": 72,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 8359.98,
-    "delivery_performance": 0.56,
-    "quality_score": 0.95
-  },
-  {
-    "id": 895,
-    "category": "Office Supplies",
-    "quantity": 73,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 8796.03,
-    "delivery_performance": 0.88,
-    "quality_score": 0.86
-  },
-  {
-    "id": 896,
-    "category": "Office Supplies",
-    "quantity": 73,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 7312.53,
-    "delivery_performance": 0.82,
-    "quality_score": 0.96
-  },
-  {
-    "id": 897,
-    "category": "Services",
-    "quantity": 31,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 3617.26,
-    "delivery_performance": 0.76,
-    "quality_score": 0.96
-  },
-  {
-    "id": 898,
-    "category": "Raw Materials",
-    "quantity": 68,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 17722.46,
-    "delivery_performance": 0.62,
-    "quality_score": 0.91
-  },
-  {
-    "id": 899,
-    "category": "Services",
-    "quantity": 65,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 6748.92,
-    "delivery_performance": 0.77,
-    "quality_score": 0.96
-  },
-  {
-    "id": 900,
-    "category": "Services",
-    "quantity": 32,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 3826.59,
-    "delivery_performance": 0.74,
-    "quality_score": 0.92
-  },
-  {
-    "id": 901,
-    "category": "Office Supplies",
-    "quantity": 15,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 1677.71,
-    "delivery_performance": 0.73,
-    "quality_score": 0.93
-  },
-  {
-    "id": 902,
-    "category": "Services",
-    "quantity": 62,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 7235.34,
-    "delivery_performance": 0.75,
-    "quality_score": 0.9
-  },
-  {
-    "id": 903,
-    "category": "Office Supplies",
-    "quantity": 61,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 6589.8,
-    "delivery_performance": 0.92,
-    "quality_score": 0.92
-  },
-  {
-    "id": 904,
-    "category": "IT Equipment",
-    "quantity": 40,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 3888.19,
-    "delivery_performance": 0.9,
-    "quality_score": 0.89
-  },
-  {
-    "id": 905,
-    "category": "Raw Materials",
-    "quantity": 37,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 8951.4,
-    "delivery_performance": 0.82,
-    "quality_score": 0.95
-  },
-  {
-    "id": 906,
-    "category": "Raw Materials",
-    "quantity": 6,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 1437.7,
-    "delivery_performance": 0.82,
-    "quality_score": 0.95
-  },
-  {
-    "id": 907,
-    "category": "IT Equipment",
-    "quantity": 65,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 7681.26,
-    "delivery_performance": 0.73,
-    "quality_score": 0.91
-  },
-  {
-    "id": 908,
-    "category": "Services",
-    "quantity": 97,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 11407.94,
-    "delivery_performance": 0.86,
-    "quality_score": 0.97
-  },
-  {
-    "id": 909,
-    "category": "Services",
-    "quantity": 31,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 3163.76,
-    "delivery_performance": 0.67,
-    "quality_score": 0.89
-  },
-  {
-    "id": 910,
-    "category": "IT Equipment",
-    "quantity": 68,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 8362.55,
-    "delivery_performance": 0.73,
-    "quality_score": 0.9
-  },
-  {
-    "id": 911,
-    "category": "Raw Materials",
-    "quantity": 46,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 10703.49,
-    "delivery_performance": 0.7,
-    "quality_score": 0.89
-  },
-  {
-    "id": 912,
-    "category": "Services",
-    "quantity": 53,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 4969.64,
-    "delivery_performance": 0.83,
-    "quality_score": 0.92
-  },
-  {
-    "id": 913,
-    "category": "Services",
-    "quantity": 86,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 9790.88,
-    "delivery_performance": 0.88,
-    "quality_score": 0.96
-  },
-  {
-    "id": 914,
-    "category": "Services",
-    "quantity": 8,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 765.41,
-    "delivery_performance": 0.93,
-    "quality_score": 0.94
-  },
-  {
-    "id": 915,
-    "category": "IT Equipment",
-    "quantity": 63,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 6081.73,
-    "delivery_performance": 0.86,
-    "quality_score": 0.9
-  },
-  {
-    "id": 916,
-    "category": "IT Equipment",
-    "quantity": 21,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 2566.72,
-    "delivery_performance": 0.56,
-    "quality_score": 0.88
-  },
-  {
-    "id": 917,
-    "category": "Office Supplies",
-    "quantity": 44,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 4924.69,
-    "delivery_performance": 0.72,
-    "quality_score": 0.94
-  },
-  {
-    "id": 918,
-    "category": "Raw Materials",
-    "quantity": 30,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 6389.5,
-    "delivery_performance": 0.89,
-    "quality_score": 0.88
-  },
-  {
-    "id": 919,
-    "category": "Raw Materials",
-    "quantity": 77,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 17743.94,
-    "delivery_performance": 0.76,
-    "quality_score": 0.96
-  },
-  {
-    "id": 920,
-    "category": "Services",
-    "quantity": 49,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 6020.94,
-    "delivery_performance": 0.78,
-    "quality_score": 0.93
-  },
-  {
-    "id": 921,
-    "category": "Services",
-    "quantity": 63,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 7205.32,
-    "delivery_performance": 0.9,
-    "quality_score": 0.97
-  },
-  {
-    "id": 922,
-    "category": "Office Supplies",
-    "quantity": 40,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 5408.74,
-    "delivery_performance": 0.76,
-    "quality_score": 0.95
-  },
-  {
-    "id": 923,
-    "category": "IT Equipment",
-    "quantity": 52,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 5148.97,
-    "delivery_performance": 0.92,
-    "quality_score": 0.92
-  },
-  {
-    "id": 924,
-    "category": "Services",
-    "quantity": 8,
-    "urgency": "Low",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 839.35,
-    "delivery_performance": 0.72,
-    "quality_score": 0.9
-  },
-  {
-    "id": 925,
-    "category": "IT Equipment",
-    "quantity": 37,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 3688.72,
-    "delivery_performance": 0.94,
-    "quality_score": 0.92
-  },
-  {
-    "id": 926,
-    "category": "Office Supplies",
-    "quantity": 96,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 11281.38,
-    "delivery_performance": 0.88,
-    "quality_score": 0.85
-  },
-  {
-    "id": 927,
-    "category": "IT Equipment",
-    "quantity": 27,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 2719.09,
-    "delivery_performance": 0.82,
-    "quality_score": 0.94
-  },
-  {
-    "id": 928,
-    "category": "Office Supplies",
-    "quantity": 61,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 7236.99,
-    "delivery_performance": 0.85,
-    "quality_score": 0.91
-  },
-  {
-    "id": 929,
-    "category": "IT Equipment",
-    "quantity": 86,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 10629.57,
-    "delivery_performance": 0.74,
-    "quality_score": 0.86
-  },
-  {
-    "id": 930,
-    "category": "Services",
-    "quantity": 30,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 2754.83,
-    "delivery_performance": 0.91,
-    "quality_score": 0.98
-  },
-  {
-    "id": 931,
-    "category": "Raw Materials",
-    "quantity": 29,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 7680.54,
-    "delivery_performance": 0.72,
-    "quality_score": 0.87
-  },
-  {
-    "id": 932,
-    "category": "Office Supplies",
-    "quantity": 10,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 1113.65,
-    "delivery_performance": 0.88,
-    "quality_score": 0.88
-  },
-  {
-    "id": 933,
-    "category": "Services",
-    "quantity": 59,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 5730.76,
-    "delivery_performance": 0.93,
-    "quality_score": 0.9
-  },
-  {
-    "id": 934,
-    "category": "Raw Materials",
-    "quantity": 6,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 1205.43,
-    "delivery_performance": 0.82,
-    "quality_score": 0.93
-  },
-  {
-    "id": 935,
-    "category": "Raw Materials",
-    "quantity": 10,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 2107.02,
-    "delivery_performance": 0.9,
-    "quality_score": 0.98
-  },
-  {
-    "id": 936,
-    "category": "Office Supplies",
-    "quantity": 37,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 3575.71,
-    "delivery_performance": 0.89,
-    "quality_score": 0.96
-  },
-  {
-    "id": 937,
-    "category": "Raw Materials",
-    "quantity": 90,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 20229.79,
-    "delivery_performance": 0.84,
-    "quality_score": 0.9
-  },
-  {
-    "id": 938,
-    "category": "Office Supplies",
-    "quantity": 69,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 8825.7,
-    "delivery_performance": 0.71,
-    "quality_score": 0.89
-  },
-  {
-    "id": 939,
-    "category": "Services",
-    "quantity": 36,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 4387.07,
-    "delivery_performance": 0.77,
-    "quality_score": 0.87
-  },
-  {
-    "id": 940,
-    "category": "Office Supplies",
-    "quantity": 87,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 8063.62,
-    "delivery_performance": 0.92,
-    "quality_score": 0.95
-  },
-  {
-    "id": 941,
-    "category": "IT Equipment",
-    "quantity": 71,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 8351.91,
-    "delivery_performance": 0.87,
-    "quality_score": 0.88
-  },
-  {
-    "id": 942,
-    "category": "IT Equipment",
-    "quantity": 90,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 8430.38,
-    "delivery_performance": 0.89,
-    "quality_score": 0.86
-  },
-  {
-    "id": 943,
-    "category": "Services",
-    "quantity": 13,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 1202.65,
-    "delivery_performance": 0.93,
-    "quality_score": 0.92
-  },
-  {
-    "id": 944,
-    "category": "Office Supplies",
-    "quantity": 35,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 4210.03,
-    "delivery_performance": 0.73,
-    "quality_score": 0.88
-  },
-  {
-    "id": 945,
-    "category": "Office Supplies",
-    "quantity": 82,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 8967.07,
-    "delivery_performance": 0.93,
-    "quality_score": 0.96
-  },
-  {
-    "id": 946,
-    "category": "Services",
-    "quantity": 15,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 1640.34,
-    "delivery_performance": 0.74,
-    "quality_score": 0.93
-  },
-  {
-    "id": 947,
-    "category": "Services",
-    "quantity": 24,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 2826.93,
-    "delivery_performance": 0.82,
-    "quality_score": 0.97
-  },
-  {
-    "id": 948,
-    "category": "Office Supplies",
-    "quantity": 75,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 9306.85,
-    "delivery_performance": 0.75,
-    "quality_score": 0.9
-  },
-  {
-    "id": 949,
-    "category": "Services",
-    "quantity": 14,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 1433.66,
-    "delivery_performance": 0.88,
-    "quality_score": 0.85
-  },
-  {
-    "id": 950,
-    "category": "Raw Materials",
-    "quantity": 67,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 14398.14,
-    "delivery_performance": 0.75,
-    "quality_score": 0.98
-  },
-  {
-    "id": 951,
-    "category": "IT Equipment",
-    "quantity": 57,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 5351.42,
-    "delivery_performance": 0.91,
-    "quality_score": 0.88
-  },
-  {
-    "id": 952,
-    "category": "Raw Materials",
-    "quantity": 70,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 18028.17,
-    "delivery_performance": 0.56,
-    "quality_score": 0.95
-  },
-  {
-    "id": 953,
-    "category": "Office Supplies",
-    "quantity": 66,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 6284.96,
-    "delivery_performance": 0.9,
-    "quality_score": 0.94
-  },
-  {
-    "id": 954,
-    "category": "Raw Materials",
-    "quantity": 36,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 9487.75,
-    "delivery_performance": 0.74,
-    "quality_score": 0.97
-  },
-  {
-    "id": 955,
-    "category": "Services",
-    "quantity": 95,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 11081.33,
-    "delivery_performance": 0.76,
-    "quality_score": 0.94
-  },
-  {
-    "id": 956,
-    "category": "Services",
-    "quantity": 80,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 9039.68,
-    "delivery_performance": 0.68,
-    "quality_score": 0.89
-  },
-  {
-    "id": 957,
-    "category": "Office Supplies",
-    "quantity": 39,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 4393.76,
-    "delivery_performance": 0.78,
-    "quality_score": 0.91
-  },
-  {
-    "id": 958,
-    "category": "IT Equipment",
-    "quantity": 13,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 1700.74,
-    "delivery_performance": 0.67,
-    "quality_score": 0.9
-  },
-  {
-    "id": 959,
-    "category": "Office Supplies",
-    "quantity": 30,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 3344.28,
-    "delivery_performance": 0.88,
-    "quality_score": 0.88
-  },
-  {
-    "id": 960,
-    "category": "Office Supplies",
-    "quantity": 29,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 3425.01,
-    "delivery_performance": 0.78,
-    "quality_score": 0.89
-  },
-  {
-    "id": 961,
-    "category": "Services",
-    "quantity": 20,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 2237.68,
-    "delivery_performance": 0.85,
-    "quality_score": 0.94
-  },
-  {
-    "id": 962,
-    "category": "IT Equipment",
-    "quantity": 6,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 551.62,
-    "delivery_performance": 0.9,
-    "quality_score": 0.85
-  },
-  {
-    "id": 963,
-    "category": "Raw Materials",
-    "quantity": 67,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 14359.07,
-    "delivery_performance": 0.81,
-    "quality_score": 0.98
-  },
-  {
-    "id": 964,
-    "category": "Office Supplies",
-    "quantity": 51,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 6981.01,
-    "delivery_performance": 0.57,
-    "quality_score": 0.95
-  },
-  {
-    "id": 965,
-    "category": "IT Equipment",
-    "quantity": 63,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 8035.51,
-    "delivery_performance": 0.57,
-    "quality_score": 0.89
-  },
-  {
-    "id": 966,
-    "category": "Office Supplies",
-    "quantity": 52,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 5151.58,
-    "delivery_performance": 0.7,
-    "quality_score": 0.97
-  },
-  {
-    "id": 967,
-    "category": "Raw Materials",
-    "quantity": 7,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 1812.28,
-    "delivery_performance": 0.78,
-    "quality_score": 0.91
-  },
-  {
-    "id": 968,
-    "category": "IT Equipment",
-    "quantity": 49,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 5167.78,
-    "delivery_performance": 0.77,
-    "quality_score": 0.87
-  },
-  {
-    "id": 969,
-    "category": "IT Equipment",
-    "quantity": 21,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 2156.64,
-    "delivery_performance": 0.86,
-    "quality_score": 0.87
-  },
-  {
-    "id": 970,
-    "category": "Office Supplies",
-    "quantity": 36,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 3553.12,
-    "delivery_performance": 0.88,
-    "quality_score": 0.87
-  },
-  {
-    "id": 971,
-    "category": "Raw Materials",
-    "quantity": 54,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 12952.77,
-    "delivery_performance": 0.83,
-    "quality_score": 0.94
-  },
-  {
-    "id": 972,
-    "category": "Services",
-    "quantity": 16,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 2057.59,
-    "delivery_performance": 0.76,
-    "quality_score": 0.94
-  },
-  {
-    "id": 973,
-    "category": "Services",
-    "quantity": 88,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 10470.01,
-    "delivery_performance": 0.66,
-    "quality_score": 0.86
-  },
-  {
-    "id": 974,
-    "category": "Raw Materials",
-    "quantity": 99,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 22905.72,
-    "delivery_performance": 0.77,
-    "quality_score": 0.9
-  },
-  {
-    "id": 975,
-    "category": "IT Equipment",
-    "quantity": 44,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 4241.29,
-    "delivery_performance": 0.91,
-    "quality_score": 0.94
-  },
-  {
-    "id": 976,
-    "category": "Office Supplies",
-    "quantity": 71,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 8003.81,
-    "delivery_performance": 0.71,
-    "quality_score": 0.89
-  },
-  {
-    "id": 977,
-    "category": "Raw Materials",
-    "quantity": 33,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 6745.8,
-    "delivery_performance": 0.7,
-    "quality_score": 0.95
-  },
-  {
-    "id": 978,
-    "category": "IT Equipment",
-    "quantity": 81,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 9795.38,
-    "delivery_performance": 0.83,
-    "quality_score": 0.91
-  },
-  {
-    "id": 979,
-    "category": "Office Supplies",
-    "quantity": 68,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 6960.44,
-    "delivery_performance": 0.69,
-    "quality_score": 0.96
-  },
-  {
-    "id": 980,
-    "category": "Office Supplies",
-    "quantity": 94,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 12284.38,
-    "delivery_performance": 0.77,
-    "quality_score": 0.96
-  },
-  {
-    "id": 981,
-    "category": "Office Supplies",
-    "quantity": 7,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 906.13,
-    "delivery_performance": 0.55,
-    "quality_score": 0.95
-  },
-  {
-    "id": 982,
-    "category": "Services",
-    "quantity": 14,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 1820.39,
-    "delivery_performance": 0.75,
-    "quality_score": 0.86
-  },
-  {
-    "id": 983,
-    "category": "Raw Materials",
-    "quantity": 79,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 16043.82,
-    "delivery_performance": 0.91,
-    "quality_score": 0.91
-  },
-  {
-    "id": 984,
-    "category": "Office Supplies",
-    "quantity": 31,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 3240.09,
-    "delivery_performance": 0.89,
-    "quality_score": 0.94
-  },
-  {
-    "id": 985,
-    "category": "Office Supplies",
-    "quantity": 53,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 5661.61,
-    "delivery_performance": 0.85,
-    "quality_score": 0.97
-  },
-  {
-    "id": 986,
-    "category": "IT Equipment",
-    "quantity": 70,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Valid",
-    "cost": 8972.2,
-    "delivery_performance": 0.76,
-    "quality_score": 0.85
-  },
-  {
-    "id": 987,
-    "category": "Office Supplies",
-    "quantity": 55,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 6383.78,
-    "delivery_performance": 0.8,
-    "quality_score": 0.94
-  },
-  {
-    "id": 988,
-    "category": "IT Equipment",
-    "quantity": 64,
-    "urgency": "High",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 7787.72,
-    "delivery_performance": 0.68,
-    "quality_score": 0.86
-  },
-  {
-    "id": 989,
-    "category": "Services",
-    "quantity": 87,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Expired",
-    "cost": 10382.85,
-    "delivery_performance": 0.73,
-    "quality_score": 0.95
-  },
-  {
-    "id": 990,
-    "category": "Office Supplies",
-    "quantity": 54,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 5464.14,
-    "delivery_performance": 0.79,
-    "quality_score": 0.97
-  },
-  {
-    "id": 991,
-    "category": "Office Supplies",
-    "quantity": 56,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 6389.5,
-    "delivery_performance": 0.72,
-    "quality_score": 0.92
-  },
-  {
-    "id": 992,
-    "category": "IT Equipment",
-    "quantity": 31,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 3491.63,
-    "delivery_performance": 0.76,
-    "quality_score": 0.89
-  },
-  {
-    "id": 993,
-    "category": "IT Equipment",
-    "quantity": 21,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Valid",
-    "cost": 2657.81,
-    "delivery_performance": 0.71,
-    "quality_score": 0.85
-  },
-  {
-    "id": 994,
-    "category": "IT Equipment",
-    "quantity": 69,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 8314.24,
-    "delivery_performance": 0.83,
-    "quality_score": 0.88
-  },
-  {
-    "id": 995,
-    "category": "IT Equipment",
-    "quantity": 71,
-    "urgency": "Medium",
-    "external_disruption": true,
-    "supplier": "SupplierB",
-    "contract_status": "Expired",
-    "cost": 8114.75,
-    "delivery_performance": 0.72,
-    "quality_score": 0.98
-  },
-  {
-    "id": 996,
-    "category": "Raw Materials",
-    "quantity": 82,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierA",
-    "contract_status": "Valid",
-    "cost": 19422.11,
-    "delivery_performance": 0.78,
-    "quality_score": 0.89
-  },
-  {
-    "id": 997,
-    "category": "Office Supplies",
-    "quantity": 22,
-    "urgency": "High",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Expired",
-    "cost": 2545.67,
-    "delivery_performance": 0.74,
-    "quality_score": 0.86
-  },
-  {
-    "id": 998,
-    "category": "Raw Materials",
-    "quantity": 38,
-    "urgency": "Medium",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 7663.2,
-    "delivery_performance": 0.87,
-    "quality_score": 0.91
-  },
-  {
-    "id": 999,
-    "category": "Office Supplies",
-    "quantity": 73,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierC",
-    "contract_status": "Valid",
-    "cost": 7613.09,
-    "delivery_performance": 0.89,
-    "quality_score": 0.93
-  },
-  {
-    "id": 1000,
-    "category": "Office Supplies",
-    "quantity": 58,
-    "urgency": "Low",
-    "external_disruption": false,
-    "supplier": "SupplierD",
-    "contract_status": "Expired",
-    "cost": 5250.06,
-    "delivery_performance": 0.89,
-    "quality_score": 0.86
-  }
-]
\ No newline at end of file