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SODAS Data Sprint February 28th 2025

Data

  • Data is stored at tresorit; check your e-mail for the link
  • The data is saved as parquet files
  • The schema of the datasets provided is (convert to Danish time + categoricals if you like):
Schema([('MMSI', String),
        ('# Timestamp', Datetime(time_unit='us', time_zone=None)),
        ('Type of mobile', String),
        ('Latitude', Float64),
        ('Longitude', Float64),
        ('Navigational status', String),
        ('ROT', Float64),
        ('SOG', Float64),
        ('COG', Float64),
        ('Heading', Float64),
        ('IMO', String),
        ('Callsign', String),
        ('Name', String),
        ('Ship type', String),
        ('Cargo type', String),
        ('Width', Float64),
        ('Length', Float64),
        ('Type of position fixing device', String),
        ('Draught', Float64),
        ('Destination', String),
        ('ETA', Datetime(time_unit='us', time_zone=None)),
        ('Data source type', String),
        ('A', Float64),
        ('B', Float64),
        ('C', Float64),
        ('D', Float64)])

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Installation

uv venv
# On Windows replace with: .venv\Scripts\activate
source .venv/bin/activate
uv pip install -e .

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