diff --git a/mongodb/brand-data.json b/mongodb/brand-data.json
new file mode 100644
index 0000000..6a197c7
--- /dev/null
+++ b/mongodb/brand-data.json
@@ -0,0 +1,154 @@
+[
+    {
+      "_id": "a43d2607-eead-46c2-9fd5-2ebd3c49d895",
+      "name": "Aiways"
+    },
+    {
+      "_id": "97d0d03a-63c6-4f33-99d7-6e944f71d7c5",
+      "name": "Artega"
+    },
+    {
+      "_id": "89c2668c-0c50-4344-9386-93e4000f7673",
+      "name": "Audi"
+    },
+    {
+      "_id": "0742668c-bf59-4191-890e-2b0883508808",
+      "name": "BMW"
+    },
+    {
+      "_id": "df115651-4cef-01f0-14ef-fdeef60f674c",
+      "name": "CUPRA"
+    },
+    {
+      "_id": "cbca5847-9b23-47d9-80d3-24fa9a8ca21a",
+      "name": "Chevrolet"
+    },
+    {
+      "_id": "3b3fc191-f4c3-45da-bc3b-21efbe1b264f",
+      "name": "Citroen"
+    },
+    {
+      "_id": "37bfdacf-1aca-4eb7-8daa-8dc5b14c59e9",
+      "name": "DS"
+    },
+    {
+      "_id": "3db0ef48-3566-5fab-00a9-3107c4019b68",
+      "name": "Dacia"
+    },
+    {
+      "_id": "ef55e52a-51bd-740c-876d-92cbc6a6cac1",
+      "name": "Energica"
+    },
+    {
+      "_id": "3291e5ba-862c-49fa-8437-71105743875e",
+      "name": "Fiat"
+    },
+    {
+      "_id": "6cf9e9b6-28aa-44c7-b6c3-438d518ac12f",
+      "name": "Ford"
+    },
+    {
+      "_id": "9ca5e092-76e2-4868-afc1-c06abeedf81b",
+      "name": "Honda"
+    },
+    {
+      "_id": "9771afb8-9e25-4ae6-a5b3-b2a5b9f363f0",
+      "name": "Hyundai"
+    },
+    {
+      "_id": "61fc79a2-04ca-418e-9333-caf5f67ba02f",
+      "name": "Jaguar"
+    },
+    {
+      "_id": "3f1649fc-a64c-fd11-53a6-56031d7757aa",
+      "name": "Jeep"
+    },
+    {
+      "_id": "3337d5f0-39de-4ded-831b-843dfec1ebbd",
+      "name": "Kia"
+    },
+    {
+      "_id": "8f65f3e7-430e-4c85-93fd-a70aa181fd9c",
+      "name": "MAN"
+    },
+    {
+      "_id": "5663b87a-d940-4bab-9846-d74c8c0ae260",
+      "name": "MG"
+    },
+    {
+      "_id": "171a1e6d-8cbc-41a9-a8bb-e05b7ee98889",
+      "name": "Maxus"
+    },
+    {
+      "_id": "9b829849-1219-48b8-964e-90ddc1a4fa85",
+      "name": "Mazda"
+    },
+    {
+      "_id": "b2282fbe-f5d9-48d9-943f-a9b66ec51423",
+      "name": "Mercedes Benz"
+    },
+    {
+      "_id": "6d9d9248-de4a-4b13-976b-4e9f6688b0b1",
+      "name": "Mini"
+    },
+    {
+      "_id": "3cf8cf51-60ac-4cac-9f25-131c21eda12e",
+      "name": "Mitsubishi"
+    },
+    {
+      "_id": "dab5a47a-e8ce-4d34-9139-0701499205b1",
+      "name": "Nissan"
+    },
+    {
+      "_id": "3500fb3e-bd2c-478e-ae5e-ac9ee490594b",
+      "name": "Opel"
+    },
+    {
+      "_id": "f458fe7d-f545-45f3-8c23-2ab8140b8b5d",
+      "name": "Peugeot"
+    },
+    {
+      "_id": "391f000f-d9d1-4c13-b744-95f0b9c8a2e1",
+      "name": "Polestar"
+    },
+    {
+      "_id": "68e11a25-d316-4d22-9444-45c7306c8ab7",
+      "name": "Porsche"
+    },
+    {
+      "_id": "c0d8a60c-34b8-44fe-8af7-9eeb62eedb4b",
+      "name": "Renault"
+    },
+    {
+      "_id": "91c527ff-aa74-4dbb-9091-36fb5ddd44b6",
+      "name": "Seat"
+    },
+    {
+      "_id": "43763587-6999-406b-8843-28977e1b82c3",
+      "name": "Skoda"
+    },
+    {
+      "_id": "f37896c3-6bc5-45e1-b442-b9cbc38e3a7c",
+      "name": "Tesla"
+    },
+    {
+      "_id": "481793f5-c8b0-4dc9-b3d4-cc615085ac07",
+      "name": "Volkswagen"
+    },
+    {
+      "_id": "2e55ea02-c829-4256-94fd-ffc971a1dd8e",
+      "name": "Volvo"
+    },
+    {
+      "_id": "5686f8db-6a36-41e7-a78c-fbf957ca103a",
+      "name": "Zero Motorcycles"
+    },
+    {
+      "_id": "771bb157-23a2-4917-908c-810d241718d5",
+      "name": "e.GO Mobile"
+    },
+    {
+      "_id": "a462c115-33b4-438b-b590-bc4a33382d1c",
+      "name": "smart"
+    }
+  ]
diff --git a/mongodb/ev-data.json b/mongodb/ev-data.json
new file mode 100644
index 0000000..9340b30
--- /dev/null
+++ b/mongodb/ev-data.json
@@ -0,0 +1,14005 @@
+[{
+		"_id": "72475a6a-aae2-da13-1d17-94cc07e5104f",
+		"brand": "Aiways",
+		"vehicle_type": "car",
+		"type": "bev",
+		"brand_id": "a43d2607-eead-46c2-9fd5-2ebd3c49d895",
+		"model": "U5",
+		"release_year": 2021,
+		"variant": "",
+		"usable_battery_size": 63.0,
+		"ac_charger": {
+			"usable_phases": 1,
+			"ports": [
+				"type2"
+			],
+			"max_power": 6.6,
+			"power_per_charging_point": {
+				"2.0": 2.0,
+				"2.3": 2.3,
+				"3.7": 3.7,
+				"7.4": 6.6,
+				"11": 3.7,
+				"16": 5.4,
+				"22": 6.6,
+				"43": 6.6
+			}
+		},
+		"dc_charger": {
+			"ports": [
+				"ccs"
+			],
+			"max_power": 95.0,
+			"charging_curve": [{
+					"percentage": 0,
+					"power": 95.0
+				},
+				{
+					"percentage": 18,
+					"power": 90.0
+				},
+				{
+					"percentage": 40,
+					"power": 90.0
+				},
+				{
+					"percentage": 80,
+					"power": 50.0
+				},
+				{
+					"percentage": 100,
+					"power": 6.6
+				}
+			],
+			"is_default_charging_curve": false
+		},
+		"energy_consumption": {
+			"average_consumption": 18.8
+		}
+	},
+	{
+		"_id": "6033b26c-1b3c-441b-9f78-7b7cd5512051",
+		"brand": "Aiways",
+		"vehicle_type": "car",
+		"type": "bev",
+		"brand_id": "a43d2607-eead-46c2-9fd5-2ebd3c49d895",
+		"model": "U5",
+		"release_year": 2020,
+		"variant": "",
+		"usable_battery_size": 63.0,
+		"ac_charger": {
+			"usable_phases": 1,
+			"ports": [
+				"type2"
+			],
+			"max_power": 6.6,
+			"power_per_charging_point": {
+				"2.0": 2.0,
+				"2.3": 2.3,
+				"3.7": 3.7,
+				"7.4": 6.6,
+				"11": 3.7,
+				"16": 5.4,
+				"22": 6.6,
+				"43": 6.6
+			}
+		},
+		"dc_charger": {
+			"ports": [
+				"ccs"
+			],
+			"max_power": 95.0,
+			"charging_curve": [{
+					"percentage": 0,
+					"power": 95.0
+				},
+				{
+					"percentage": 18,
+					"power": 90.0
+				},
+				{
+					"percentage": 40,
+					"power": 90.0
+				},
+				{
+					"percentage": 80,
+					"power": 50.0
+				},
+				{
+					"percentage": 100,
+					"power": 6.6
+				}
+			],
+			"is_default_charging_curve": false
+		},
+		"energy_consumption": {
+			"average_consumption": 18.8
+		}
+	},
+	{
+		"_id": "1c9126d4-24d6-4e9f-a49d-15813fa49728",
+		"brand": "Artega",
+		"vehicle_type": "car",
+		"type": "bev",
+		"brand_id": "97d0d03a-63c6-4f33-99d7-6e944f71d7c5",
+		"model": "Karo",
+		"release_year": 2020,
+		"variant": "Range Plus",
+		"usable_battery_size": 14.4,
+		"ac_charger": {
+			"usable_phases": 1,
+			"ports": [
+				"type2"
+			],
+			"max_power": 4.0,
+			"power_per_charging_point": {
+				"2.0": 2.0,
+				"2.3": 2.3,
+				"3.7": 3.7,
+				"7.4": 4.0,
+				"11": 3.7,
+				"16": 4.0,
+				"22": 4.0,
+				"43": 4.0
+			}
+		},
+		"dc_charger": null,
+		"energy_consumption": {
+			"average_consumption": 7.2
+		}
+	},
+	{
+		"_id": "d97748b1-e384-4238-a225-d498bccd902c",
+		"brand": "Artega",
+		"vehicle_type": "car",
+		"type": "bev",
+		"brand_id": "97d0d03a-63c6-4f33-99d7-6e944f71d7c5",
+		"model": "Karo",
+		"release_year": 2020,
+		"variant": "Range",
+		"usable_battery_size": 8.0,
+		"ac_charger": {
+			"usable_phases": 1,
+			"ports": [
+				"type2"
+			],
+			"max_power": 4.0,
+			"power_per_charging_point": {
+				"2.0": 2.0,
+				"2.3": 2.3,
+				"3.7": 3.7,
+				"7.4": 4.0,
+				"11": 3.7,
+				"16": 4.0,
+				"22": 4.0,
+				"43": 4.0
+			}
+		},
+		"dc_charger": null,
+		"energy_consumption": {
+			"average_consumption": 6.4
+		}
+	},
+	{
+		"_id": "3e99e8b9-dcea-755b-2b49-781757dd3946",
+		"brand": "Audi",
+		"vehicle_type": "car",
+		"type": "bev",
+		"brand_id": "89c2668c-0c50-4344-9386-93e4000f7673",
+		"model": "Q4 Sportback e-tron",
+		"release_year": 2021,
+		"variant": "35",
+		"usable_battery_size": 52.0,
+		"ac_charger": {
+			"usable_phases": 3,
+			"ports": [
+				"type2"
+			],
+			"max_power": 7.2,
+			"power_per_charging_point": {
+				"2.0": 2.0,
+				"2.3": 2.3,
+				"3.7": 3.7,
+				"7.4": 7.2,
+				"11": 7.2,
+				"16": 7.2,
+				"22": 7.2,
+				"43": 7.2
+			}
+		},
+		"dc_charger": {
+			"ports": [
+				"ccs"
+			],
+			"max_power": 100.0,
+			"charging_curve": [{
+					"percentage": 0,
+					"power": 95.0
+				},
+				{
+					"percentage": 75,
+					"power": 100.0
+				},
+				{
+					"percentage": 100,
+					"power": 7.2
+				}
+			],
+			"is_default_charging_curve": true
+		},
+		"energy_consumption": {
+			"average_consumption": 176.0
+		}
+	},
+	{
+		"_id": "04baeaa4-6bfc-4700-a553-20748aab54be",
+		"brand": "Audi",
+		"vehicle_type": "car",
+		"type": "bev",
+		"brand_id": "89c2668c-0c50-4344-9386-93e4000f7673",
+		"model": "Q4 Sportback e-tron",
+		"release_year": 2021,
+		"variant": "50 quattro ",
+		"usable_battery_size": 77.0,
+		"ac_charger": {
+			"usable_phases": 3,
+			"ports": [
+				"type2"
+			],
+			"max_power": 11.0,
+			"power_per_charging_point": {
+				"2.0": 2.0,
+				"2.3": 2.3,
+				"3.7": 3.7,
+				"7.4": 7.4,
+				"11": 11.0,
+				"16": 11.0,
+				"22": 11.0,
+				"43": 11.0
+			}
+		},
+		"dc_charger": {
+			"ports": [
+				"ccs"
+			],
+			"max_power": 125.0,
+			"charging_curve": [{
+					"percentage": 0,
+					"power": 125.0
+				},
+				{
+					"percentage": 35,
+					"power": 125.0
+				},
+				{
+					"percentage": 70,
+					"power": 65.0
+				},
+				{
+					"percentage": 80,
+					"power": 65.0
+				},
+				{
+					"percentage": 100,
+					"power": 25.0
+				}
+			],
+			"is_default_charging_curve": false
+		},
+		"energy_consumption": {
+			"average_consumption": 190.0
+		}
+	},
+	{
+		"_id": "6f9de791-c484-9c22-ba3c-306ace49de76",
+		"brand": "Audi",
+		"vehicle_type": "car",
+		"type": "bev",
+		"brand_id": "89c2668c-0c50-4344-9386-93e4000f7673",
+		"model": "Q4 e-tron",
+		"release_year": 2021,
+		"variant": "50 quattro",
+		"usable_battery_size": 77.0,
+		"ac_charger": {
+			"usable_phases": 3,
+			"ports": [
+				"type2"
+			],
+			"max_power": 11.0,
+			"power_per_charging_point": {
+				"2.0": 2.0,
+				"2.3": 2.3,
+				"3.7": 3.7,
+				"7.4": 7.4,
+				"11": 11.0,
+				"16": 11.0,
+				"22": 11.0,
+				"43": 11.0
+			}
+		},
+		"dc_charger": {
+			"ports": [
+				"ccs"
+			],
+			"max_power": 125.0,
+			"charging_curve": [{
+					"percentage": 0,
+					"power": 125.0
+				},
+				{
+					"percentage": 35,
+					"power": 125.0
+				},
+				{
+					"percentage": 70,
+					"power": 65.0
+				},
+				{
+					"percentage": 80,
+					"power": 65.0
+				},
+				{
+					"percentage": 90,
+					"power": 35.0
+				},
+				{
+					"percentage": 100,
+					"power": 25.0
+				}
+			],
+			"is_default_charging_curve": false
+		},
+		"energy_consumption": {
+			"average_consumption": 197.0
+		}
+	},
+	{
+		"_id": "0ae12bf4-e82a-622b-f669-2fa7bdf4b2fb",
+		"brand": "Audi",
+		"vehicle_type": "car",
+		"type": "bev",
+		"brand_id": "89c2668c-0c50-4344-9386-93e4000f7673",
+		"model": "Q4 e-tron",
+		"release_year": 2021,
+		"variant": "35",
+		"usable_battery_size": 52.0,
+		"ac_charger": {
+			"usable_phases": 3,
+			"ports": [
+				"type2"
+			],
+			"max_power": 7.2,
+			"power_per_charging_point": {
+				"2.0": 2.0,
+				"2.3": 2.3,
+				"3.7": 3.7,
+				"7.4": 7.2,
+				"11": 7.2,
+				"16": 7.2,
+				"22": 7.2,
+				"43": 7.2
+			}
+		},
+		"dc_charger": {
+			"ports": [
+				"ccs"
+			],
+			"max_power": 100.0,
+			"charging_curve": [{
+					"percentage": 0,
+					"power": 95.0
+				},
+				{
+					"percentage": 75,
+					"power": 100.0
+				},
+				{
+					"percentage": 100,
+					"power": 7.2
+				}
+			],
+			"is_default_charging_curve": true
+		},
+		"energy_consumption": {
+			"average_consumption": 182.0
+		}
+	},
+	{
+		"_id": "409a3d54-3dec-b5bb-5d6c-2a48749728c3",
+		"brand": "Audi",
+		"vehicle_type": "car",
+		"type": "bev",
+		"brand_id": "89c2668c-0c50-4344-9386-93e4000f7673",
+		"model": "Q4 e-tron",
+		"release_year": 2021,
+		"variant": "",
+		"usable_battery_size": 77.0,
+		"ac_charger": {
+			"usable_phases": 3,
+			"ports": [
+				"type2"
+			],
+			"max_power": 11.0,
+			"power_per_charging_point": {
+				"2.0": 2.0,
+				"2.3": 2.3,
+				"3.7": 3.7,
+				"7.4": 7.4,
+				"11": 11.0,
+				"16": 11.0,
+				"22": 11.0,
+				"43": 11.0
+			}
+		},
+		"dc_charger": {
+			"ports": [
+				"ccs"
+			],
+			"max_power": 125.0,
+			"charging_curve": [{
+					"percentage": 0,
+					"power": 125.0
+				},
+				{
+					"percentage": 35,
+					"power": 125.0
+				},
+				{
+					"percentage": 70,
+					"power": 62.0
+				},
+				{
+					"percentage": 80,
+					"power": 62.0
+				},
+				{
+					"percentage": 90,
+					"power": 35.0
+				},
+				{
+					"percentage": 100,
+					"power": 25.0
+				}
+			],
+			"is_default_charging_curve": false
+		},
+		"energy_consumption": {
+			"average_consumption": 188.0
+		}
+	},
+	{
+		"_id": "c6a6bd26-6a8f-4ab7-baf3-6cfa057044e3",
+		"brand": "Audi",
+		"vehicle_type": "car",
+		"type": "bev",
+		"brand_id": "89c2668c-0c50-4344-9386-93e4000f7673",
+		"model": "e-tron 50",
+		"release_year": 2019,
+		"variant": "",
+		"usable_battery_size": 65.0,
+		"ac_charger": {
+			"usable_phases": 3,
+			"ports": [
+				"type2"
+			],
+			"max_power": 11.0,
+			"power_per_charging_point": {
+				"2.0": 2.0,
+				"2.3": 2.3,
+				"3.7": 3.7,
+				"7.4": 7.4,
+				"11": 11.0,
+				"16": 11.0,
+				"22": 11.0,
+				"43": 11.0
+			}
+		},
+		"dc_charger": {
+			"ports": [
+				"ccs"
+			],
+			"max_power": 124.0,
+			"charging_curve": [{
+					"percentage": 0,
+					"power": 110.0
+				},
+				{
+					"percentage": 10,
+					"power": 120.0
+				},
+				{
+					"percentage": 20,
+					"power": 124.0
+				},
+				{
+					"percentage": 60,
+					"power": 124.0
+				},
+				{
+					"percentage": 70,
+					"power": 100.0
+				},
+				{
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