customer_interaction_fact.json

{
    "name": "customer_interaction_fact",
    "description": "Tracks all customer interactions with products",
    "primary_key_column": [
        "interaction_id"
    ],
    "clustering_column": [
        "customer_id",
        "product_id"
    ],
    "partitioning_column": [
        "interaction_date"
    ],
    "type": "Fact Table",
    "Columns": [
        {
            "name": "interaction_id",
            "description": "Unique identifier for the interaction",
            "data_type": "STRING",
            "format": "",
            "is_pii_column": "N",
            "enum": []
        },
        {
            "name": "customer_id",
            "description": "Identifier for the customer",
            "data_type": "STRING",
            "format": "",
            "is_pii_column": "Y",
            "enum": []
        },
        {
            "name": "product_id",
            "description": "Identifier for the product",
            "data_type": "STRING",
            "format": "",
            "is_pii_column": "N",
            "enum": []
        },
        {
            "name": "interaction_type",
            "description": "Type of interaction (e.g., view, click)",
            "data_type": "STRING",
            "format": "",
            "is_pii_column": "N",
            "enum": [
                "view",
                "click",
                "purchase",
                "return"
            ]
        },
        {
            "name": "interaction_date",
            "description": "Date of the interaction",
            "data_type": "DATE",
            "format": "YYYY-MM-DD",
            "is_pii_column": "N",
            "enum": []
        },
        {
            "name": "interaction_time",
            "description": "Time of the interaction",
            "data_type": "TIME",
            "format": "HH:MM:SS",
            "is_pii_column": "N",
            "enum": []
        },
        {
            "name": "channel",
            "description": "Channel of interaction",
            "data_type": "STRING",
            "format": "",
            "is_pii_column": "N",
            "enum": [
                "online",
                "in-store",
                "mobile",
                "email"
            ]
        },
        {
            "name": "device_type",
            "description": "Type of device used",
            "data_type": "STRING",
            "format": "",
            "is_pii_column": "N",
            "enum": [
                "desktop",
                "mobile",
                "tablet",
                "other"
            ]
        },
        {
            "name": "browser",
            "description": "Browser used for the interaction",
            "data_type": "STRING",
            "format": "",
            "is_pii_column": "N",
            "enum": []
        },
        {
            "name": "os",
            "description": "Operating system of the device",
            "data_type": "STRING",
            "format": "",
            "is_pii_column": "N",
            "enum": []
        },
        {
            "name": "country",
            "description": "Country of the customer",
            "data_type": "STRING",
            "format": "",
            "is_pii_column": "N",
            "enum": []
        },
        {
            "name": "region",
            "description": "Region of the customer",
            "data_type": "STRING",
            "format": "",
            "is_pii_column": "N",
            "enum": []
        },
        {
            "name": "city",
            "description": "City of the customer",
            "data_type": "STRING",
            "format": "",
            "is_pii_column": "N",
            "enum": []
        },
        {
            "name": "session_id",
            "description": "Session identifier for the interaction",
            "data_type": "STRING",
            "format": "",
            "is_pii_column": "N",
            "enum": []
        },
        {
            "name": "referrer",
            "description": "Referrer URL for the interaction",
            "data_type": "STRING",
            "format": "",
            "is_pii_column": "N",
            "enum": []
        },
        {
            "name": "campaign_id",
            "description": "Marketing campaign identifier",
            "data_type": "STRING",
            "format": "",
            "is_pii_column": "N",
            "enum": []
        },
        {
            "name": "page_viewed",
            "description": "Page viewed during the interaction",
            "data_type": "STRING",
            "format": "",
            "is_pii_column": "N",
            "enum": []
        },
        {
            "name": "entry_page",
            "description": "Entry page for the session",
            "data_type": "STRING",
            "format": "",
            "is_pii_column": "N",
            "enum": []
        },
        {
            "name": "exit_page",
            "description": "Exit page for the session",
            "data_type": "STRING",
            "format": "",
            "is_pii_column": "N",
            "enum": []
        },
        {
            "name": "time_spent",
            "description": "Time spent during interaction in seconds",
            "data_type": "INT64",
            "format": "",
            "is_pii_column": "N",
            "enum": []
        },
        {
            "name": "conversion",
            "description": "Whether the interaction led to a conversion",
            "data_type": "BOOLEAN",
            "format": "",
            "is_pii_column": "N",
            "enum": []
        }
    ]
}