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        "description": "# shipdataprocess\n\nshipdataprocess provides packages and modules that help users process raw ship data. The data may come from Automatic identification system (AIS) transmission or others. Ship data includes vessel's name, callsign, shiptype, geartype information etc. You might find the packages here useful for normalizing ship names and IRCS (International Radio Call Sign) and for dealing with various types of ships and fishing gears. Typical usage often looks like this:\n\n    #!/usr/bin/env python\n\n    from shipdataprocess.normalize import normalize_shipname, normalize_callsign\n\n    from shipdataprocess.shiptype import determine_shiptype, make_shiptype_dict, reduce_to_specifics, reduce_to_specifics_with_multiples\n\n    from shipdataprocess.standardize import standardize_imo, standardize_float, standardize_str, standardize_int_str, standardize_time, standardize_flag, standardize_geartype\n\n    from shipdataprocess.collapse import non_zero_mean, non_zero_std, most_common_value, most_common_num, most_common_str, str_attached, min_time, max_time\n\n\n# Contributors\nThis work was done based on the previous work of the team of Global Fishing Watch (GFW).\n\nJaeyoon Park, \nDavid Kroodsma,\nAndres Arana,\nEnrique Tuya,\nBjorn Bergman,\nPaul Woods\n\n# Development\n\n```\nvirtualenv venv\nsource venv/bin/activate\npip install -e .\npy.test tests\n```\n\n",
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