| { | |
| "name": "customer_search_0", | |
| "description": "Tracks customer search behavior and technology use", | |
| "primary_key_column": [ | |
| "customer_id", | |
| "search_id" | |
| ], | |
| "clustering_column": [ | |
| "search_date", | |
| "search_time" | |
| ], | |
| "partitioning_column": [ | |
| "search_date" | |
| ], | |
| "type": "Type 1 Fact Table", | |
| "columns": [ | |
| { | |
| "name": "customer_id", | |
| "description": "Unique identifier for a customer", | |
| "data_type": "STRING", | |
| "format": "", | |
| "is_pii_column": "Y", | |
| "enum": [], | |
| "dimension_group": "customer_dimension_group" | |
| }, | |
| { | |
| "name": "search_id", | |
| "description": "Unique identifier for a search event", | |
| "data_type": "STRING", | |
| "format": "", | |
| "is_pii_column": "N", | |
| "enum": [], | |
| "dimension_group": "" | |
| }, | |
| { | |
| "name": "search_date", | |
| "description": "Date when the search was made", | |
| "data_type": "DATE", | |
| "format": "YYYY-MM-DD", | |
| "is_pii_column": "N", | |
| "enum": [], | |
| "dimension_group": "time_dimension_group" | |
| }, | |
| { | |
| "name": "search_time", | |
| "description": "Time when the search was made", | |
| "data_type": "TIME", | |
| "format": "HH:MM:SS", | |
| "is_pii_column": "N", | |
| "enum": [], | |
| "dimension_group": "time_dimension_group" | |
| }, | |
| { | |
| "name": "search_term", | |
| "description": "Keywords used in the search", | |
| "data_type": "STRING", | |
| "format": "LowerCase", | |
| "is_pii_column": "N", | |
| "enum": [], | |
| "dimension_group": "behavior_dimension_group" | |
| }, | |
| { | |
| "name": "device_type", | |
| "description": "Type of device used for searching", | |
| "data_type": "STRING", | |
| "format": "", | |
| "is_pii_column": "N", | |
| "enum": [ | |
| "desktop", | |
| "mobile", | |
| "tablet" | |
| ], | |
| "dimension_group": "device_dimension_group" | |
| }, | |
| { | |
| "name": "browser_type", | |
| "description": "Type of browser used for searching", | |
| "data_type": "STRING", | |
| "format": "", | |
| "is_pii_column": "N", | |
| "enum": [ | |
| "chrome", | |
| "firefox", | |
| "safari", | |
| "edge", | |
| "other" | |
| ], | |
| "dimension_group": "device_dimension_group" | |
| }, | |
| { | |
| "name": "os_type", | |
| "description": "Operating system of the device", | |
| "data_type": "STRING", | |
| "format": "", | |
| "is_pii_column": "N", | |
| "enum": [ | |
| "windows", | |
| "macos", | |
| "linux", | |
| "android", | |
| "ios", | |
| "other" | |
| ], | |
| "dimension_group": "device_dimension_group" | |
| }, | |
| { | |
| "name": "search_result_count", | |
| "description": "Number of results returned", | |
| "data_type": "INTEGER", | |
| "format": "", | |
| "is_pii_column": "N", | |
| "enum": [], | |
| "dimension_group": "behavior_dimension_group" | |
| }, | |
| { | |
| "name": "click_through_rate", | |
| "description": "Rate of clicks per search shown", | |
| "data_type": "FLOAT", | |
| "format": "", | |
| "is_pii_column": "N", | |
| "enum": [], | |
| "dimension_group": "behavior_dimension_group" | |
| }, | |
| { | |
| "name": "session_id", | |
| "description": "Session identifier for the search", | |
| "data_type": "STRING", | |
| "format": "", | |
| "is_pii_column": "N", | |
| "enum": [], | |
| "dimension_group": "session_interaction_dimension_group" | |
| }, | |
| { | |
| "name": "ip_address", | |
| "description": "IP address of the searching device", | |
| "data_type": "STRING", | |
| "format": "", | |
| "is_pii_column": "Y", | |
| "enum": [], | |
| "dimension_group": "geographic_dimension_group" | |
| }, | |
| { | |
| "name": "country", | |
| "description": "Country from where the search was made", | |
| "data_type": "STRING", | |
| "format": "", | |
| "is_pii_column": "N", | |
| "enum": [], | |
| "dimension_group": "geographic_dimension_group" | |
| }, | |
| { | |
| "name": "city", | |
| "description": "City from where the search was made", | |
| "data_type": "STRING", | |
| "format": "", | |
| "is_pii_column": "N", | |
| "enum": [], | |
| "dimension_group": "geographic_dimension_group" | |
| }, | |
| { | |
| "name": "zip_code", | |
| "description": "ZIP code of the search location", | |
| "data_type": "STRING", | |
| "format": "", | |
| "is_pii_column": "N", | |
| "enum": [], | |
| "dimension_group": "geographic_dimension_group" | |
| }, | |
| { | |
| "name": "time_spent_on_page", | |
| "description": "Time spent on the search results page", | |
| "data_type": "FLOAT", | |
| "format": "", | |
| "is_pii_column": "N", | |
| "enum": [], | |
| "dimension_group": "behavior_dimension_group" | |
| }, | |
| { | |
| "name": "pages_visited", | |
| "description": "Number of pages visited during the session", | |
| "data_type": "INTEGER", | |
| "format": "", | |
| "is_pii_column": "N", | |
| "enum": [], | |
| "dimension_group": "behavior_dimension_group" | |
| }, | |
| { | |
| "name": "ads_clicked", | |
| "description": "Number of ads clicked during the session", | |
| "data_type": "INTEGER", | |
| "format": "", | |
| "is_pii_column": "N", | |
| "enum": [], | |
| "dimension_group": "behavior_dimension_group" | |
| }, | |
| { | |
| "name": "returning_visitor", | |
| "description": "Whether the visitor is returning", | |
| "data_type": "BOOLEAN", | |
| "format": "", | |
| "is_pii_column": "N", | |
| "enum": [ | |
| "true", | |
| "false" | |
| ], | |
| "dimension_group": "behavior_dimension_group" | |
| }, | |
| { | |
| "name": "purchase_made", | |
| "description": "Whether a purchase was made post-search", | |
| "data_type": "BOOLEAN", | |
| "format": "", | |
| "is_pii_column": "N", | |
| "enum": [ | |
| "true", | |
| "false" | |
| ], | |
| "dimension_group": "behavior_dimension_group" | |
| }, | |
| { | |
| "name": "product_category_searched", | |
| "description": "Product category that was searched", | |
| "data_type": "STRING", | |
| "format": "", | |
| "is_pii_column": "N", | |
| "enum": [], | |
| "dimension_group": "category_dimension_group" | |
| }, | |
| { | |
| "name": "search_origin", | |
| "description": "Origin of search, e.g., internal, external", | |
| "data_type": "STRING", | |
| "format": "", | |
| "is_pii_column": "N", | |
| "enum": [ | |
| "internal", | |
| "external" | |
| ], | |
| "dimension_group": "referral_dimension_group" | |
| }, | |
| { | |
| "name": "referral_source", | |
| "description": "Referral source if any", | |
| "data_type": "STRING", | |
| "format": "", | |
| "is_pii_column": "N", | |
| "enum": [], | |
| "dimension_group": "referral_dimension_group" | |
| } | |
| ] | |
| } |