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- ---
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- license: cc-by-4.0
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: cc-by-4.0
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+ task_categories:
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+ - text-classification
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+ tags:
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+ - Seaports
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+ - Maritime
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+ - Shipping
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+ size_categories:
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+ - 1M<n<10M
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+ ---
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+ # World Seaport Dataset
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+
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+ ## Description
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+ This dataset includes detailed information about global seaports, covering aspects such as location, dimensions, facilities, and services available. It aims to assist in maritime navigation, logistics planning, and geographical studies.
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+
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+ ## Metadata
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+ **Dataset:** A collection of worldwide seaport information with extensive attributes.
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+
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+ **Source:** Compiled from various maritime publications and official nautical charts.
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+
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+ ## Columns and Attributes
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+ - **OID_**
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+ - **World_Port_Index_Number**
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+ - **Region_Name**
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+ - **Main_Port_Name**
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+ - **Alternate_Port_Name**
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+ - **UN-LOCODE**
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+ - **Country_Code**
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+ - **World_Water_Body**
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+ - **IHO_S-130_Sea_Area**
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+ - **Sailing_Direction_or_Publication**
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+ - **Publication_Link**
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+ - **Standard_Nautical_Chart**
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+ - **IHO_S-57_Electronic_Navigational_Chart**
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+ - **IHO_S-101_Electronic_Navigational_Chart**
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+ - **Digital_Nautical_Chart**
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+ - **Tidal_Range_m**
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+ - **Entrance_Width_m**
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+ - **Channel_Depth_m**
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+ - **Anchorage_Depth_m**
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+ - **Cargo_Pier_Depth_m**
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+ - **Oil_Terminal_Depth_m**
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+ - **Liquified_Natural_Gas_Terminal_Depth_m**
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+ - **Maximum_Vessel_Length_m**
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+ - **Maximum_Vessel_Beam_m**
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+ - **Maximum_Vessel_Draft_m**
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+ - **Offshore_Maximum_Vessel_Length_m**
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+ - **Offshore_Maximum_Vessel_Beam_m**
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+ - **Offshore_Maximum_Vessel_Draft_m**
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+ - **Harbor_Size**
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+ - **Harbor_Type**
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+ - **Harbor_Use**
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+ - **Shelter_Afforded**
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+ - **Entrance_Restriction_-_Tide**
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+ - **Entrance_Restriction_-_Heavy_Swell**
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+ - **Entrance_Restriction_-_Ice**
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+ - **Entrance_Restriction_-_Other**
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+ - **Overhead_Limits**
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+ - **Underkeel_Clearance_Management_System**
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+ - **Good_Holding_Ground**
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+ - **Turning_Area**
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+ - **Port_Security**
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+ - **Estimated_Time_of_Arrival_Message**
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+ - **Quarantine_-_Pratique**
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+ - **Quarantine_-_Sanitation**
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+ - **Quarantine_-_Other**
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+ - **Traffic_Separation_Scheme**
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+ - **Vessel_Traffic_Service**
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+ - **First_Port_of_Entry**
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+ - **US_Representative**
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+ - **Pilotage_-_Compulsory**
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+ - **Pilotage_-_Available**
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+ - **Pilotage_-_Local_Assistance**
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+ - **Pilotage_-_Advisable**
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+ - **Tugs_-_Salvage**
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+ - **Tugs_-_Assistance**
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+ - **Communications_-_Telephone**
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+ - **Communications_-_Telefax**
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+ - **Communications_-_Radio**
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+ - **Communications_-_Radiotelephone**
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+ - **Communications_-_Airport**
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+ - **Communications_-_Rail**
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+ - **Search_and_Rescue**
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+ - **NAVAREA**
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+ - **Facilities_-_Wharves**
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+ - **Facilities_-_Anchorage**
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+ - **Facilities_-_Dangerous_Cargo_Anchorage**
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+ - **Facilities_-_Med_Mooring**
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+ - **Facilities_-_Beach_Mooring**
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+ - **Facilities_-_Ice_Mooring**
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+ - **Facilities_-_Ro-Ro**
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+ - **Facilities_-_Solid_Bulk**
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+ - **Facilities_-_Liquid_Bulk**
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+ - **Facilities_-_Container**
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+ - **Facilities_-_Breakbulk**
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+ - **Facilities_-_Oil_Terminal**
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+ - **Facilities_-_LNG_Terminal**
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+ - **Facilities_-_Other**
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+ - **Medical_Facilities**
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+ - **Garbage_Disposal**
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+ - **Chemical_Holding_Tank_Disposal**
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+ - **Degaussing**
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+ - **Dirty_Ballast_Disposal**
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+ - **Cranes_-_Fixed**
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+ - **Cranes_-_Mobile**
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+ - **Cranes_-_Floating**
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+ - **Cranes_Container**
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+ - **Lifts_-_100More_Tons**
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+ - **Lifts_-_50-100_Tons**
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+ - **Lifts_-_25-49_Tons**
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+ - **Lifts_-_0-24_Tons**
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+ - **Services_-_Longshoremen**
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+ - **Services_-_Electricity**
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+ - **Services_-_Steam**
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+ - **Services_-_Navigation_Equipment**
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+ - **Services_-_Electrical_Repair**
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+ - **Services_-_Ice_Breaking**
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+ - **Services_-_Diving**
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+ - **Supplies_-_Provisions**
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+ - **Supplies_-_Potable_Water**
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+ - **Supplies_-_Fuel_Oil**
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+ - **Supplies_-_Diesel_Oil**
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+ - **Supplies_-_Aviation_Fuel**
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+ - **Supplies_-_Deck**
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+ - **Supplies_-_Engine**
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+ - **Repairs**
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+ - **Dry_Dock**
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+ - **Railway**
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+ - **Latitude**
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+ - **Longitude**
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+
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+ ## Data Fields
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+ Provide descriptions for each attribute to help users understand the data:
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+ - **OID_**: Unique identifier for the port entry.
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+ - **World_Port_Index_Number**: Identifier from the World Port Index.
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+ - **Region_Name**: Name of the region where the port is located.
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+ - **Main_Port_Name**: Primary name of the port.
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+ - **Alternate_Port_Name**: Alternative names of the port.
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+ - **UN-LOCODE**: United Nations Code for Trade and Transport Locations.
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+ - **Country_Code**: ISO 3166-1 alpha-2 country code.
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+
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+ (Continue similarly for each column...)
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+
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+ ## Data and Usage
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+ **Dataset Structure:** Outline how the data is organized, including the number of columns and the data types for each column.
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+
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+ **Usage Example:** Provide code snippets for loading and using the dataset in various machine learning frameworks or data analysis tools.
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+
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+ ## Licensing
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+ Specify the dataset's licensing information to ensure users know how they can use the data.
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+
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+ ## Citation
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+ Provide a citation format for users who wish to reference your dataset in their work.
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+
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+ ## Contact Information
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+ Include contact details for users who may have questions or need further information about the dataset.
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+
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+ ## Links
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+ Include relevant links, such as the dataset's homepage, related publications, or resources.