diff --git a/ingestion/examples/sample_data/datasets/tables.json b/ingestion/examples/sample_data/datasets/tables.json
index 7f3a9afc172..93bcd5c0ec7 100644
--- a/ingestion/examples/sample_data/datasets/tables.json
+++ b/ingestion/examples/sample_data/datasets/tables.json
@@ -5,140 +5,528 @@
       "name": "raw_customer",
       "tableType": "Regular",
       "description": "This is a raw customers table as represented in our online DB. This contains personal, shipping and billing addresses and details of the customer store and customer profile. This table is used to build our dimensional and fact tables",
-     "columns": [
-      {
-        "name": "comments",
-        "dataType": "STRING",
-        "dataLength": 1,
-        "dataTypeDisplay": "string",
-        "constraint": "NULL",
-        "ordinalPosition": 1
+      "columns": [
+        {
+          "name": "comments",
+          "dataType": "STRING",
+          "dataLength": 1,
+          "dataTypeDisplay": "string",
+          "constraint": "NULL",
+          "ordinalPosition": 1
+        },
+        {
+          "name": "creditcard",
+          "dataType": "STRING",
+          "dataLength": 1,
+          "dataTypeDisplay": "string",
+          "constraint": "NULL",
+          "ordinalPosition": 2
+        },
+
+        {
+          "name": "membership",
+          "dataType": "STRING",
+          "dataLength": 1,
+          "dataTypeDisplay": "string",
+          "constraint": "NULL",
+          "ordinalPosition": 4
+        },
+        {
+          "name": "orders",
+          "dataType": "ARRAY",
+          "arrayDataType": "STRUCT",
+          "dataLength": 1,
+          "dataTypeDisplay": "array<struct<product_id:character varying(24),price:int,onsale:boolean,tax:int,weight:int,others:int,vendor:character varying(64)>>",
+          "constraint": "NULL",
+          "ordinalPosition": 5
+        },
+        {
+          "name": "platform",
+          "dataType": "STRING",
+          "dataLength": 1,
+          "dataTypeDisplay": "string",
+          "constraint": "NULL",
+          "ordinalPosition": 6
+        },
+        {
+          "name": "preference",
+          "dataType": "MAP",
+          "dataLength": 1,
+          "dataTypeDisplay": "map&lt;character varying(32),boolean&gt;",
+          "constraint": "NULL",
+          "ordinalPosition": 7
+        },
+        {
+          "name": "shipping_address",
+          "dataType": "ARRAY",
+          "arrayDataType": "STRUCT",
+          "dataLength": 1,
+          "dataTypeDisplay": "array<struct<name:character varying(32),street_address:character varying(128),city:character varying(32),postcode:character varying(8)>>",
+          "constraint": "NULL",
+          "ordinalPosition": 8
+        },
+        {
+          "name": "shipping_date",
+          "dataType": "STRING",
+          "dataLength": 1,
+          "dataTypeDisplay": "string",
+          "constraint": "NULL",
+          "ordinalPosition": 9
+        },
+        {
+          "name": "transaction_date",
+          "dataType": "STRING",
+          "dataLength": 1,
+          "dataTypeDisplay": "string",
+          "constraint": "NULL",
+          "ordinalPosition": 10
+        },
+        {
+          "name": "customer",
+          "dataType": "STRUCT",
+          "dataLength": 1,
+          "dataTypeDisplay": "struct<username:character varying(32),name:character varying(32),sex:char(1),address:character varying(128),mail:character varying(64),birthdate:character varying(16)>",
+          "constraint": "NULL",
+          "ordinalPosition": 3,
+          "children": [
+            {
+              "name": "username",
+              "dataType": "VARCHAR",
+              "dataLength": 32,
+              "dataTypeDisplay": "character varying(32)",
+              "constraint": "NULL"
+            },
+            {
+              "name": "name",
+              "dataType": "VARCHAR",
+              "dataLength": 32,
+              "dataTypeDisplay": "character varying(32)",
+              "constraint": "NULL"
+            },
+            {
+              "name": "sex",
+              "dataType": "CHAR",
+              "dataLength": 1,
+              "dataTypeDisplay": "char(1)",
+              "constraint": "NULL"
+            },
+            {
+              "name": "address",
+              "dataType": "VARCHAR",
+              "dataLength": 128,
+              "dataTypeDisplay": "character varying(128)",
+              "constraint": "NULL"
+            },
+            {
+              "name": "mail",
+              "dataType": "VARCHAR",
+              "dataLength": 64,
+              "dataTypeDisplay": "character varying(64)",
+              "constraint": "NULL"
+            },
+            {
+              "name": "birthdate",
+              "dataType": "VARCHAR",
+              "dataLength": 16,
+              "dataTypeDisplay": "character varying(16)",
+              "constraint": "NULL"
+            }
+          ]
+        }
+      ],
+      "tableProfile": [
+        {
+          "profileDate": "2021-10-12",
+          "columnCount": 10,
+          "rowCount": 718,
+          "columnProfile": [
+            {
+              "name": "comments",
+              "uniqueCount": 0,
+              "uniqueProportion": 0,
+              "nullCount": 9,
+              "nullProportion": 0.98812746
+            },
+            {
+              "name": "creditcard",
+              "uniqueCount": 0,
+              "uniqueProportion": 0,
+              "nullCount": 29,
+              "nullProportion": 0.5071059764
+            },
+            {
+              "name": "membership",
+              "uniqueCount": 13,
+              "uniqueProportion": 0.1327792,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "orders",
+              "uniqueCount": 23,
+              "uniqueProportion": 0.177126,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "platform",
+              "uniqueCount": 98,
+              "uniqueProportion": 0.0396391,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "preference",
+              "uniqueCount": 1,
+              "uniqueProportion": 0.0690369,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "shipping_address",
+              "uniqueCount": 23,
+              "uniqueProportion": 0.1210963,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "shipping_date",
+              "uniqueCount": 6,
+              "uniqueProportion": 0.024072,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "transaction_date",
+              "uniqueCount": 3,
+              "uniqueProportion": 0.1478114,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "customer",
+              "uniqueCount": 11,
+              "uniqueProportion": 0.1383472,
+              "nullCount": 0,
+              "nullProportion": 0
+            }
+          ]
+        },
+        {
+          "profileDate": "2021-10-13",
+          "columnCount": 10,
+          "rowCount": 80,
+          "columnProfile": [
+            {
+              "name": "comments",
+              "uniqueCount": 9,
+              "uniqueProportion": 0.5101715,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "creditcard",
+              "uniqueCount": 29,
+              "uniqueProportion": 0.4766464652,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "membership",
+              "uniqueCount": 13,
+              "uniqueProportion": 0.1327792,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "orders",
+              "uniqueCount": 23,
+              "uniqueProportion": 0.177126,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "platform",
+              "uniqueCount": 53,
+              "uniqueProportion": 0.0396391,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "preference",
+              "uniqueCount": 51,
+              "uniqueProportion": 0.0690369,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "shipping_address",
+              "uniqueCount": 23,
+              "uniqueProportion": 0.1210963,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "shipping_date",
+              "uniqueCount": 6,
+              "uniqueProportion": 0.024072,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "transaction_date",
+              "uniqueCount": 3,
+              "uniqueProportion": 0.1478114,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "customer",
+              "uniqueCount": 11,
+              "uniqueProportion": 0.1383472,
+              "nullCount": 0,
+              "nullProportion": 0
+            }
+          ]
+        },
+        {
+          "profileDate": "2021-10-14",
+          "columnCount": 10,
+          "rowCount": 93,
+          "columnProfile": [
+            {
+              "name": "comments",
+              "uniqueCount": 9,
+              "uniqueProportion": 0.20773827,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "creditcard",
+              "uniqueCount": 29,
+              "uniqueProportion": 0.52453755,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "membership",
+              "uniqueCount": 13,
+              "uniqueProportion": 0.1327792,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "orders",
+              "uniqueCount": 23,
+              "uniqueProportion": 0.177126,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "platform",
+              "uniqueCount": 36,
+              "uniqueProportion": 0.0396391,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "preference",
+              "uniqueCount": 100,
+              "uniqueProportion": 0.0690369,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "shipping_address",
+              "uniqueCount": 23,
+              "uniqueProportion": 0.1210963,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "shipping_date",
+              "uniqueCount": 6,
+              "uniqueProportion": 0.024072,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "transaction_date",
+              "uniqueCount": 3,
+              "uniqueProportion": 0.1478114,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "customer",
+              "uniqueCount": 11,
+              "uniqueProportion": 0.1383472,
+              "nullCount": 0,
+              "nullProportion": 0
+            }
+          ]
+        },
+        {
+          "profileDate": "2021-10-15",
+          "columnCount": 10,
+          "rowCount": 160,
+          "columnProfile": [
+            {
+              "name": "comments",
+              "uniqueCount": 9,
+              "uniqueProportion": 0.29517076,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "creditcard",
+              "uniqueCount": 29,
+              "uniqueProportion": 0.579144201,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "membership",
+              "uniqueCount": 13,
+              "uniqueProportion": 0.1327792,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "orders",
+              "uniqueCount": 23,
+              "uniqueProportion": 0.177126,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "platform",
+              "uniqueCount": 77,
+              "uniqueProportion": 0.0396391,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "preference",
+              "uniqueCount": 13,
+              "uniqueProportion": 0.0690369,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "shipping_address",
+              "uniqueCount": 23,
+              "uniqueProportion": 0.1210963,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "shipping_date",
+              "uniqueCount": 6,
+              "uniqueProportion": 0.024072,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "transaction_date",
+              "uniqueCount": 0,
+              "uniqueProportion": 0,
+              "nullCount": 3,
+              "nullProportion": 0.1478114
+            },
+            {
+              "name": "customer",
+              "uniqueCount": 0,
+              "uniqueProportion": 0,
+              "nullCount": 11,
+              "nullProportion": 0.6458016712
+            }
+          ]
+        },
+        {
+          "profileDate": "2021-10-16",
+          "columnCount": 10,
+          "rowCount": 1909,
+          "columnProfile": [
+            {
+              "name": "comments",
+              "uniqueCount": 9,
+              "uniqueProportion": 0.49029275,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "creditcard",
+              "uniqueCount": 29,
+              "uniqueProportion": 0.4956064142,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "membership",
+              "uniqueCount": 13,
+              "uniqueProportion": 0.1327792,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "orders",
+              "uniqueCount": 23,
+              "uniqueProportion": 0.177126,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "platform",
+              "uniqueCount": 69,
+              "uniqueProportion": 0.0396391,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "preference",
+              "uniqueCount": 86,
+              "uniqueProportion": 0.0690369,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "shipping_address",
+              "uniqueCount": 23,
+              "uniqueProportion": 0.1210963,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "shipping_date",
+              "uniqueCount": 6,
+              "uniqueProportion": 0.024072,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "transaction_date",
+              "uniqueCount": 3,
+              "uniqueProportion": 0.1478114,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "customer",
+              "uniqueCount": 11,
+              "uniqueProportion": 0.1383472,
+              "nullCount": 0,
+              "nullProportion": 0
+            }
+          ]
+        }
+      ],
+      "database": {
+        "id": "89229e26-7f74-4443-a568-85512eaeaa07",
+        "type": "database"
       },
-      {
-        "name": "creditcard",
-        "dataType": "STRING",
-        "dataLength": 1,
-        "dataTypeDisplay": "string",
-        "constraint": "NULL",
-        "ordinalPosition": 2
-      },
-      {
-        "name": "customer",
-        "dataType": "STRUCT",
-        "dataLength": 1,
-        "dataTypeDisplay": "struct<username:character varying(32),name:character varying(32),sex:char(1),address:character varying(128),mail:character varying(64),birthdate:character varying(16)>",
-        "constraint": "NULL",
-        "ordinalPosition": 3,
-        "children": [
-          {
-            "name": "username",
-            "dataType": "VARCHAR",
-            "dataLength": 32,
-            "dataTypeDisplay": "character varying(32)",
-            "constraint": "NULL"
-          },
-          {
-            "name": "name",
-            "dataType": "VARCHAR",
-            "dataLength": 32,
-            "dataTypeDisplay": "character varying(32)",
-            "constraint": "NULL"
-          },
-          {
-            "name": "sex",
-            "dataType": "CHAR",
-            "dataLength": 1,
-            "dataTypeDisplay": "char(1)",
-            "constraint": "NULL"
-          },
-          {
-            "name": "address",
-            "dataType": "VARCHAR",
-            "dataLength": 128,
-            "dataTypeDisplay": "character varying(128)",
-            "constraint": "NULL"
-          },
-          {
-            "name": "mail",
-            "dataType": "VARCHAR",
-            "dataLength": 64,
-            "dataTypeDisplay": "character varying(64)",
-            "constraint": "NULL"
-          },
-          {
-            "name": "birthdate",
-            "dataType": "VARCHAR",
-            "dataLength": 16,
-            "dataTypeDisplay": "character varying(16)",
-            "constraint": "NULL"
-          }
-        ]
-      },
-      {
-        "name": "membership",
-        "dataType": "STRING",
-        "dataLength": 1,
-        "dataTypeDisplay": "string",
-        "constraint": "NULL",
-        "ordinalPosition": 4
-      },
-      {
-        "name": "orders",
-        "dataType": "ARRAY",
-        "arrayDataType": "STRUCT",
-        "dataLength": 1,
-        "dataTypeDisplay": "array<struct<product_id:character varying(24),price:int,onsale:boolean,tax:int,weight:int,others:int,vendor:character varying(64)>>",
-        "constraint": "NULL",
-        "ordinalPosition": 5
-      },
-      {
-        "name": "platform",
-        "dataType": "STRING",
-        "dataLength": 1,
-        "dataTypeDisplay": "string",
-        "constraint": "NULL",
-        "ordinalPosition": 6
-      },
-      {
-        "name": "preference",
-        "dataType": "MAP",
-        "dataLength": 1,
-        "dataTypeDisplay": "map&lt;character varying(32),boolean&gt;",
-        "constraint": "NULL",
-        "ordinalPosition": 7
-      },
-      {
-        "name": "shipping_address",
-        "dataType": "ARRAY",
-        "arrayDataType": "STRUCT",
-        "dataLength": 1,
-        "dataTypeDisplay": "array<struct<name:character varying(32),street_address:character varying(128),city:character varying(32),postcode:character varying(8)>>",
-        "constraint": "NULL",
-        "ordinalPosition": 8
-      },
-      {
-        "name": "shipping_date",
-        "dataType": "STRING",
-        "dataLength": 1,
-        "dataTypeDisplay": "string",
-        "constraint": "NULL",
-        "ordinalPosition": 9
-      },
-      {
-        "name": "transaction_date",
-        "dataType": "STRING",
-        "dataLength": 1,
-        "dataTypeDisplay": "string",
-        "constraint": "NULL",
-        "ordinalPosition": 10
-      }
-    ],
-    "database": {
-      "id": "89229e26-7f74-4443-a568-85512eaeaa07",
-      "type": "database"
-    },
-    "tags": null,
-    "joins": null
+      "tags": null,
+      "joins": null
     },
     {
       "id": "02e7ede6-9cd5-4190-9c36-3fae6b2cbac8",
@@ -146,179 +534,953 @@
       "tableType": "Regular",
       "description": "This is a raw orders table as represented in our online DB. This table contains all the orders by the customers and can be used to buid our dim and fact tables",
       "fullyQualifiedName": "bigquery.shopify.raw_order",
-     "columns": [
-      {
-        "name": "comments",
-        "dataType": "STRING",
-        "dataLength": 1,
-        "dataTypeDisplay": "string",
-        "constraint": "NULL",
-        "ordinalPosition": 1
+      "columns": [
+        {
+          "name": "comments",
+          "dataType": "STRING",
+          "dataLength": 1,
+          "dataTypeDisplay": "string",
+          "constraint": "NULL",
+          "ordinalPosition": 1
+        },
+        {
+          "name": "creditcard",
+          "dataType": "STRING",
+          "dataLength": 1,
+          "dataTypeDisplay": "string",
+          "constraint": "NULL",
+          "ordinalPosition": 2
+        },
+        {
+          "name": "membership",
+          "dataType": "STRING",
+          "dataLength": 1,
+          "dataTypeDisplay": "string",
+          "constraint": "NULL",
+          "ordinalPosition": 4
+        },
+        {
+          "name": "orders",
+          "dataType": "ARRAY",
+          "arrayDataType": "STRUCT",
+          "dataLength": 1,
+          "dataTypeDisplay": "array<struct<product_id:character varying(24),price:int,onsale:boolean,tax:int,weight:int,others:int,vendor:character varying(64)>>",
+          "constraint": "NULL",
+          "ordinalPosition": 5
+        },
+        {
+          "name": "platform",
+          "dataType": "STRING",
+          "dataLength": 1,
+          "dataTypeDisplay": "string",
+          "constraint": "NULL",
+          "ordinalPosition": 6
+        },
+        {
+          "name": "preference",
+          "dataType": "MAP",
+          "dataLength": 1,
+          "dataTypeDisplay": "map&lt;character varying(32),boolean&gt;",
+          "constraint": "NULL",
+          "ordinalPosition": 7
+        },
+        {
+          "name": "shipping_address",
+          "dataType": "ARRAY",
+          "arrayDataType": "STRUCT",
+          "dataLength": 1,
+          "dataTypeDisplay": "array<struct<name:character varying(32),street_address:character varying(128),city:character varying(32),postcode:character varying(8)>>",
+          "constraint": "NULL",
+          "ordinalPosition": 8
+        },
+        {
+          "name": "shipping_date",
+          "dataType": "STRING",
+          "dataLength": 1,
+          "dataTypeDisplay": "string",
+          "constraint": "NULL",
+          "ordinalPosition": 9
+        },
+        {
+          "name": "transaction_date",
+          "dataType": "STRING",
+          "dataLength": 1,
+          "dataTypeDisplay": "string",
+          "constraint": "NULL",
+          "ordinalPosition": 10
+        },
+        {
+          "name": "total_order_count",
+          "dataType": "NUMERIC",
+          "description": "The total number of orders that the customer has made from this store across their lifetime.",
+          "tags": null,
+          "ordinalPosition": 11
+        },
+        {
+          "name": "total_order_value",
+          "dataType": "NUMERIC",
+          "description": "The total amount of money that the customer has spent on orders from the store across their lifetime. The value is formatted in the store's currency.",
+          "tags": null,
+          "ordinalPosition": 12
+        },
+        {
+          "name": "first_order_date",
+          "dataType": "TIMESTAMP",
+          "description": "The date (ISO 8601) and time (UTC) when the customer placed their first order. The format is YYYY-MM-DD HH:mm:ss (for example, 2016-02-05 17:04:01).",
+          "tags": null,
+          "ordinalPosition": 13
+        },
+        {
+          "name": "last_order_date",
+          "dataType": "TIMESTAMP",
+          "description": "The date (ISO 8601) and time (UTC) when the customer placed their most recent order. The format is YYYY-MM-DD HH:mm:ss (for example, 2016-02-05 17:04:01).",
+          "tags": null,
+          "ordinalPosition": 14
+        }
+      ],
+      "tableProfile": [
+        {
+          "profileDate": "2021-10-12",
+          "columnCount": 13,
+          "rowCount": 1725,
+          "columnProfile": [
+            {
+              "name": "comments",
+              "uniqueCount": 0,
+              "uniqueProportion": 0,
+              "nullCount": 9,
+              "nullProportion": 0.87192882
+            },
+            {
+              "name": "creditcard",
+              "uniqueCount": 0,
+              "uniqueProportion": 0,
+              "nullCount": 29,
+              "nullProportion": 0.2868824227
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-        "name": "total_order_value",
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       "name": "raw_product_catalog",
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       "description": "This is a raw product catalog table contains the product listing, price, seller etc.. represented in our online DB. ",
       "fullyQualifiedName": "bigquery.shopify.raw_product_catalog",
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-        "dataType": "ARRAY",
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-        "dataTypeDisplay": "array<struct<product_id:character varying(24),price:int,onsale:boolean,tax:int,weight:int,others:int,vendor:character varying(64), stock:int>>",
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-      "type": "database"
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+      "tags": null,
+      "joins": null
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     {
       "id": "02e7ede6-9cd5-4190-9c36-3fae6b2cbac8",
@@ -423,6 +1585,463 @@
           "ordinalPosition": 12
         }
       ],
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       "database": {
         "id": "89229e26-7f74-4443-a568-85512eaeaa07",
         "type": "database"
@@ -453,7 +2072,113 @@
           "ordinalPosition": 2
         }
       ],
-
+      "tableProfile": [
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       "database": {
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@@ -718,6 +2443,1128 @@
           "arrayDataType": "STRUCT"
         }
       ],
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@@ -1502,6 +4349,1072 @@
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@@ -1750,6 +5663,1156 @@
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+              "uniqueCount": 12,
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+            {
+              "name": "location_region_code",
+              "uniqueCount": 20,
+              "uniqueProportion": 0.5881850772,
+              "nullCount": 0,
+              "nullProportion": 0
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+            {
+              "name": "location_country",
+              "uniqueCount": 29,
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+              "nullCount": 0,
+              "nullProportion": 0
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+            {
+              "name": "location_country_code",
+              "uniqueCount": 29,
+              "uniqueProportion": 0.0639865,
+              "nullCount": 0,
+              "nullProportion": 0
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+        },
+        {
+          "profileDate": "2021-10-14",
+          "columnCount": 31,
+          "rowCount": 169,
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+              "uniqueCount": 36,
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+              "nullCount": 0,
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+            {
+              "name": "shop_id",
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+              "uniqueProportion": 0.4739714916,
+              "nullCount": 0,
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+              "uniqueCount": 19,
+              "uniqueProportion": 0.5744817038,
+              "nullCount": 0,
+              "nullProportion": 0
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+              "name": "count_of_pageviews",
+              "uniqueCount": 46,
+              "uniqueProportion": 0.2788957693,
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+              "nullProportion": 0
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+            {
+              "name": "session_token",
+              "uniqueCount": 41,
+              "uniqueProportion": 0.2810435177,
+              "nullCount": 0,
+              "nullProportion": 0
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+            {
+              "name": "user_token",
+              "uniqueCount": 12,
+              "uniqueProportion": 0.2593465018,
+              "nullCount": 0,
+              "nullProportion": 0
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+            {
+              "name": "landing_page_url",
+              "uniqueCount": 4,
+              "uniqueProportion": 0.3510410083,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "exit_page_path",
+              "uniqueCount": 39,
+              "uniqueProportion": 0.2894960005,
+              "nullCount": 0,
+              "nullProportion": 0
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+            {
+              "name": "exit_page_url",
+              "uniqueCount": 17,
+              "uniqueProportion": 0.2547630752,
+              "nullCount": 0,
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+            {
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+              "uniqueCount": 32,
+              "uniqueProportion": 0.4110863218,
+              "nullCount": 0,
+              "nullProportion": 0
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+            {
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+              "nullCount": 0,
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+            {
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+              "uniqueProportion": 0.6528436015,
+              "nullCount": 0,
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+            {
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+              "uniqueCount": 47,
+              "uniqueProportion": 0.2185756809,
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+              "nullProportion": 0
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+            {
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+              "uniqueProportion": 0.536535383,
+              "nullCount": 0,
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+            {
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+              "uniqueProportion": 0.5537655182,
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+              "uniqueProportion": 0.2591610934,
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+              "nullProportion": 0
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+              "uniqueProportion": 0.5388931626,
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+            {
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+              "uniqueProportion": 0.2429327282,
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+              "nullProportion": 0
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+              "name": "had_out_of_stock_warning",
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+              "uniqueProportion": 0.298778278,
+              "nullCount": 0,
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+            {
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+            {
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+            {
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+              "uniqueCount": 47,
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+              "nullCount": 0,
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+            {
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+              "uniqueProportion": 0.6354123098,
+              "nullCount": 0,
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+            {
+              "name": "location_country",
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+              "uniqueProportion": 0.0639865,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "location_country_code",
+              "uniqueCount": 29,
+              "uniqueProportion": 0.0639865,
+              "nullCount": 0,
+              "nullProportion": 0
+            }
+          ]
+        },
+        {
+          "profileDate": "2021-10-15",
+          "columnCount": 31,
+          "rowCount": 169,
+          "columnProfile": [
+            {
+              "name": "derived_session_token",
+              "uniqueCount": 4,
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+              "nullProportion": 0
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+            {
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+            {
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+            {
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+              "uniqueCount": 31,
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+            {
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+            {
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+              "uniqueCount": 45,
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+            {
+              "name": "user_token",
+              "uniqueCount": 7,
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+              "nullCount": 0,
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+            {
+              "name": "landing_page_url",
+              "uniqueCount": 10,
+              "uniqueProportion": 0.24848206,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "exit_page_path",
+              "uniqueCount": 22,
+              "uniqueProportion": 0.4650916037,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "exit_page_url",
+              "uniqueCount": 46,
+              "uniqueProportion": 0.2610128633,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "referrer_tld",
+              "uniqueCount": 40,
+              "uniqueProportion": 0.4377761525,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "ua_browser",
+              "uniqueCount": 16,
+              "uniqueProportion": 0.5155847099,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "ua_raw",
+              "uniqueCount": 30,
+              "uniqueProportion": 0.543161414,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "count_of_orders_completed",
+              "uniqueCount": 24,
+              "uniqueProportion": 0.31008394,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "completed_first_order_at",
+              "uniqueCount": 48,
+              "uniqueProportion": 0.4433839684,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "hit_first_checkout_at",
+              "uniqueCount": 38,
+              "uniqueProportion": 0.4677442675,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "started_first_checkout_at",
+              "uniqueCount": 22,
+              "uniqueProportion": 0.5428334295,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "count_of_distinct_products_added_to_cart",
+              "uniqueCount": 36,
+              "uniqueProportion": 0.2237347631,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "count_of_distinct_product_variants_added_to_cart",
+              "uniqueCount": 33,
+              "uniqueProportion": 0.6154536097,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "had_error",
+              "uniqueCount": 49,
+              "uniqueProportion": 0.3830947963,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "had_payment_error",
+              "uniqueCount": 21,
+              "uniqueProportion": 0.5591015673,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "had_out_of_stock_warning",
+              "uniqueCount": 36,
+              "uniqueProportion": 0.2337815644,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "had_credit_card_info_error",
+              "uniqueCount": 13,
+              "uniqueProportion": 0.5565825944,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "had_discount",
+              "uniqueCount": 48,
+              "uniqueProportion": 0.3505349173,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "had_free_shipping",
+              "uniqueCount": 1,
+              "uniqueProportion": 0.1188236769,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "location_city",
+              "uniqueCount": 19,
+              "uniqueProportion": 0.2701732882,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "location_region",
+              "uniqueCount": 36,
+              "uniqueProportion": 0.588168791,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "location_region_code",
+              "uniqueCount": 48,
+              "uniqueProportion": 0.4528911076,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "location_country",
+              "uniqueCount": 29,
+              "uniqueProportion": 0.0639865,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "location_country_code",
+              "uniqueCount": 29,
+              "uniqueProportion": 0.0639865,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "first_name",
+              "uniqueCount": 13,
+              "uniqueProportion": 0.1327792,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "last_name",
+              "uniqueCount": 23,
+              "uniqueProportion": 0.177126,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "address1",
+              "uniqueCount": 15,
+              "uniqueProportion": 0.0396391,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "address2",
+              "uniqueCount": 15,
+              "uniqueProportion": 0.0690369,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "company",
+              "uniqueCount": 23,
+              "uniqueProportion": 0.1210963,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "city",
+              "uniqueCount": 6,
+              "uniqueProportion": 0.024072,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "region",
+              "uniqueCount": 0,
+              "uniqueProportion": 0,
+              "nullCount": 3,
+              "nullProportion": 0.1478114
+            },
+            {
+              "name": "zip",
+              "uniqueCount": 0,
+              "uniqueProportion": 0,
+              "nullCount": 11,
+              "nullProportion": 0.1383472
+            },
+            {
+              "name": "country",
+              "uniqueCount": 13,
+              "uniqueProportion": 0.1601013,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "phone",
+              "uniqueCount": 8,
+              "uniqueProportion": 0.1297079,
+              "nullCount": 0,
+              "nullProportion": 0
+            }
+          ]
+        },
+        {
+          "profileDate": "2021-10-16",
+          "columnCount": 31,
+          "rowCount": 169,
+          "columnProfile": [
+            {
+              "name": "derived_session_token",
+              "uniqueCount": 46,
+              "uniqueProportion": 0.4556834255,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "shop_id",
+              "uniqueCount": 36,
+              "uniqueProportion": 0.412740311,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "session_duration",
+              "uniqueCount": 9,
+              "uniqueProportion": 0.4848320849,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "count_of_pageviews",
+              "uniqueCount": 16,
+              "uniqueProportion": 0.274374675,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "session_started_at",
+              "uniqueCount": 19,
+              "uniqueProportion": 0.1779729031,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "session_token",
+              "uniqueCount": 5,
+              "uniqueProportion": 0.403198425,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "user_token",
+              "uniqueCount": 41,
+              "uniqueProportion": 0.5763257885,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "landing_page_url",
+              "uniqueCount": 1,
+              "uniqueProportion": 0.271483578,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "exit_page_path",
+              "uniqueCount": 18,
+              "uniqueProportion": 0.54392552,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "exit_page_url",
+              "uniqueCount": 48,
+              "uniqueProportion": 0.457357716,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "referrer_tld",
+              "uniqueCount": 47,
+              "uniqueProportion": 0.1455819185,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "ua_browser",
+              "uniqueCount": 25,
+              "uniqueProportion": 0.502421822,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "ua_raw",
+              "uniqueCount": 10,
+              "uniqueProportion": 0.4514540014,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "count_of_orders_completed",
+              "uniqueCount": 5,
+              "uniqueProportion": 0.643516191,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "completed_first_order_at",
+              "uniqueCount": 37,
+              "uniqueProportion": 0.1991445491,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "hit_first_checkout_at",
+              "uniqueCount": 23,
+              "uniqueProportion": 0.3934633215,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "started_first_checkout_at",
+              "uniqueCount": 10,
+              "uniqueProportion": 0.521182903,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "count_of_distinct_products_added_to_cart",
+              "uniqueCount": 41,
+              "uniqueProportion": 0.577276297,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "count_of_distinct_product_variants_added_to_cart",
+              "uniqueCount": 15,
+              "uniqueProportion": 0.1038962515,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "had_error",
+              "uniqueCount": 24,
+              "uniqueProportion": 0.4806029226,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "had_payment_error",
+              "uniqueCount": 23,
+              "uniqueProportion": 0.285063012,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "had_out_of_stock_warning",
+              "uniqueCount": 4,
+              "uniqueProportion": 0.502737667,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "had_credit_card_info_error",
+              "uniqueCount": 4,
+              "uniqueProportion": 0.424923401,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "had_discount",
+              "uniqueCount": 39,
+              "uniqueProportion": 0.1127764811,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "had_free_shipping",
+              "uniqueCount": 35,
+              "uniqueProportion": 0.5043061999,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "location_city",
+              "uniqueCount": 32,
+              "uniqueProportion": 0.370361415,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "location_region",
+              "uniqueCount": 47,
+              "uniqueProportion": 0.983529122,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "location_region_code",
+              "uniqueCount": 38,
+              "uniqueProportion": 0.1136043573,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "location_country",
+              "uniqueCount": 29,
+              "uniqueProportion": 0.0639865,
+              "nullCount": 0,
+              "nullProportion": 0
+            },
+            {
+              "name": "location_country_code",
+              "uniqueCount": 29,
+              "uniqueProportion": 0.0639865,
+              "nullCount": 0,
+              "nullProportion": 0
+            }
+          ]
+        }
+      ],
       "database": {
         "id": "89229e26-7f74-4443-a568-85512eaeaa07",
         "type": "database"
diff --git a/ingestion/src/metadata/ingestion/ometa/openmetadata_rest.py b/ingestion/src/metadata/ingestion/ometa/openmetadata_rest.py
index 81b7e49d93f..885725f9278 100644
--- a/ingestion/src/metadata/ingestion/ometa/openmetadata_rest.py
+++ b/ingestion/src/metadata/ingestion/ometa/openmetadata_rest.py
@@ -332,10 +332,11 @@ class OpenMetadataAPIClient(object):
         return TableData(**resp["sampleData"])
 
     def ingest_table_profile_data(self, table_id, table_profile):
-        resp = self.client.put(
-            "/tables/{}/tableProfile".format(table_id.__root__),
-            data=table_profile.json(),
-        )
+        for profile in table_profile:
+            resp = self.client.put(
+                "/tables/{}/tableProfile".format(table_id.__root__),
+                data=profile.json(),
+            )
         return [TableProfile(**t) for t in resp["tableProfile"]]
 
     def get_table_by_id(self, table_id: str, fields: [] = ["columns"]) -> Table:
diff --git a/ingestion/src/metadata/ingestion/source/sql_source.py b/ingestion/src/metadata/ingestion/source/sql_source.py
index 3fee36edf46..e645cdf046f 100644
--- a/ingestion/src/metadata/ingestion/source/sql_source.py
+++ b/ingestion/src/metadata/ingestion/source/sql_source.py
@@ -238,7 +238,7 @@ class SQLSource(Source):
 
                 if self._instantiate_profiler():
                     profile = self.run_data_profiler(table_name, schema)
-                    table_entity.tableProfile = profile
+                    table_entity.tableProfile = [profile]
 
                 table_and_db = OMetaDatabaseAndTable(
                     table=table_entity, database=self._get_database(schema)