{ "data_id": "42910", "name": "cargo-2000", "exact_name": "cargo-2000", "version": 1, "version_label": "1", "description": "**Author**: Andreas Metzger\n**Source**: [UCI](https:\/\/archive.ics.uci.edu\/ml\/datasets\/Cargo+2000+Freight+Tracking+and+Tracing) - 2016\n**Please cite**: [Paper](http:\/\/dcomp.sor.ufscar.br\/talmeida\/youtubespamcollection\/) \n\n**Cargo 2000 Freight Tracking and Tracing Data Set**\n\nSanitized and anonymized Cargo 2000 (C2K) airfreight tracking and tracing events, covering five months of business execution (3,942 process instances, 7,932 transport legs, 56,082 activities).\n\n\n### Attribute information\n\nAttribute Information:\n\n- nr - unique id for process instance of overall process - domain: [1..3942] \n- i1_legid - unique id across all transport legs (note: also to 'empty' legs are assigned an id) of incoming transport leg 1 - domain: [1..14664] \n- i1_rcs_p - planned duration (minutes) of incoming transport leg 1 (RCS: Freight Check in) - domain: [LONGINT] \n- i1_rcs_e - effective (i.e., actual) duration (minutes) of incoming transport leg 1 (RCS: Freight Check in) - domain: [LONGINT] \n- i1_dep_1_p - planned duration (minutes) of incoming transport leg 1 (DEP: Departure Segment 1) - domain: [LONGINT] \n- i1_dep_1_e - effective (i.e., actual) duration (minutes) of incoming transport leg 1 (DEP: Departure Segment 1) - domain: [LONGINT] \n- i1_dep_1_place - unique id for airport (original IATA codes have been masked due to confidentiality reasons) of incoming transport leg 1 (DEP: Departure Segment 1) - domain: [100..816] \n- i1_rcf_1_p - planned duration (minutes) of incoming transport leg 1 (RCF: Arrival Segment 1) - domain: [LONGINT] \n- i1_rcf_1_e - effective (i.e., actual) duration (minutes) of incoming transport leg 1 (RCF: Arrival Segment 1) - domain: [LONGINT] \n- i1_rcf_1_place - unique id for airport (original IATA codes have been masked due to confidentiality reasons) of incoming transport leg 1 (RCF: Arrival Segment 1) - domain: [100..816] \n- i1_dep_2_p - planned duration (minutes) of incoming transport leg 1 (DEP: Departure Segment 2) - domain: [LONGINT] \n- i1_dep_2_e - effective (i.e., actual) duration (minutes) of incoming transport leg 1 (DEP: Departure Segment 2) - domain: [LONGINT] \n- i1_dep_2_place - unique id for airport (original IATA codes have been masked due to confidentiality reasons) of incoming transport leg 1 (DEP: Departure Segment 2) - domain: [100..816] \n- i1_rcf_2_p - planned duration (minutes) of incoming transport leg 1 (RCF: Arrival Segment 2) - domain: [LONGINT] \n- i1_rcf_2_e - effective (i.e., actual) duration (minutes) of incoming transport leg 1 (RCF: Arrival Segment 2) - domain: [LONGINT] \n- i1_rcf_2_place - unique id for airport (original IATA codes have been masked due to confidentiality reasons) of incoming transport leg 1 (RCF: Arrival Segment 2) - domain: [100..816] \n- i1_dep_3_p - planned duration (minutes) of incoming transport leg 1 (DEP: Departure Segment 3) - domain: [LONGINT] \n- i1_dep_3_e - effective (i.e., actual) duration (minutes) of incoming transport leg 1 (DEP: Departure Segment 3) - domain: [LONGINT] \n- i1_dep_3_place - unique id for airport (original IATA codes have been masked due to confidentiality reasons) of incoming transport leg 1 (DEP: Departure Segment 3) - domain: [100..816] \n- i1_rcf_3_p - planned duration (minutes) of incoming transport leg 1 (RCF: Arrival Segment 3) - domain: [LONGINT] \n- i1_rcf_3_e - effective (i.e., actual) duration (minutes) of incoming transport leg 1 (RCF: Arrival Segment 3) - domain: [LONGINT] \n- i1_rcf_3_place - unique id for airport (original IATA codes have been masked due to confidentiality reasons) of incoming transport leg 1 (RCF: Arrival Segment 3) - domain: [100..816] \n- i1_dlv_p - planned duration (minutes) of incoming transport leg 1 (DLV: Freight Delivery) - domain: [LONGINT] \n- i1_dlv_e - effective (i.e., actual) duration (minutes) of incoming transport leg 1 (DLV: Freight Delivery) - domain: [LONGINT] \n- i1_hops - number of segments (hops) in the transport leg of incoming transport leg 1 - domain: [1..4] \n\n- i2_legid - unique id across all transport legs (note: also to 'empty' legs are assigned an id) of incoming transport leg 2 - domain: [1..14664] \n- i2_rcs_p - planned duration (minutes) of incoming transport leg 2 (RCS: Freight Check in) - domain: [LONGINT] \n- i2_rcs_e - effective (i.e., actual) duration (minutes) of incoming transport leg 2 (RCS: Freight Check in) - domain: [LONGINT] \n- i2_dep_1_p - planned duration (minutes) of incoming transport leg 2 (DEP: Departure Segment 1) - domain: [LONGINT] \n- i2_dep_1_e - effective (i.e., actual) duration (minutes) of incoming transport leg 2 (DEP: Departure Segment 1) - domain: [LONGINT] \n- i2_dep_1_place - unique id for airport (original IATA codes have been masked due to confidentiality reasons) of incoming transport leg 2 (DEP: Departure Segment 1) - domain: [100..816] \n- i2_rcf_1_p - planned duration (minutes) of incoming transport leg 2 (RCF: Arrival Segment 1) - domain: [LONGINT] \ni2_rcf_1_e - effective (i.e., actual) duration (minutes) of incoming transport leg 2 (RCF: Arrival Segment 1) - domain: [LONGINT] \n- i2_rcf_1_place - unique id for airport (original IATA codes have been masked due to confidentiality reasons) of incoming transport leg 2 (RCF: Arrival Segment 1) - domain: [100..816] \n- i2_dep_2_p - planned duration (minutes) of incoming transport leg 2 (DEP: Departure Segment 2) - domain: [LONGINT] \n- i2_dep_2_e - effective (i.e., actual) duration (minutes) of incoming transport leg 2 (DEP: Departure Segment 2) - domain: [LONGINT] \n- i2_dep_2_place - unique id for airport (original IATA codes have been masked due to confidentiality reasons) of incoming transport leg 2 (DEP: Departure Segment 2) - domain: [100..816] \n- i2_rcf_2_p - planned duration (minutes) of incoming transport leg 2 (RCF: Arrival Segment 2) - domain: [LONGINT] \n- i2_rcf_2_e - effective (i.e., actual) duration (minutes) of incoming transport leg 2 (RCF: Arrival Segment 2) domain: [LONGINT] \n- i2_rcf_2_place - unique id for airport (original IATA codes have been masked due to confidentiality reasons) of incoming transport leg 2 (RCF: Arrival Segment 2) - domain: [100..816] \n- i2_dep_3_p - planned duration (minutes) of incoming transport leg 2 (DEP: Departure Segment 3) - domain: [LONGINT] \n- i2_dep_3_e - effective (i.e., actual) duration (minutes) of incoming transport leg 2 (DEP: Departure Segment 3) - domain: [LONGINT] \n- i2_dep_3_place - unique id for airport (original IATA codes have been masked due to confidentiality reasons) of incoming transport leg 2 (DEP: Departure Segment 3) - domain: [100..816] \n- i2_rcf_3_p - planned duration (minutes) of incoming transport leg 2 (RCF: Arrival Segment 3) - domain: [LONGINT] \n- i2_rcf_3_e - effective (i.e., actual) duration (minutes) of incoming transport leg 2 (RCF: Arrival Segment 3) - domain: [LONGINT] \ni2_rcf_3_place - unique id for airport (original IATA codes have been masked due to confidentiality reasons) of incoming transport leg 2 (RCF: Arrival Segment 3) - domain: [100..816] \n- i2_dlv_p - planned duration (minutes) of incoming transport leg 2 (DLV: Freight Delivery) - domain: [LONGINT] \n- i2_dlv_e - effective (i.e., actual) duration (minutes) of incoming transport leg 2 (DLV: Freight Delivery) - domain: [LONGINT] \n- i2_hops - number of segments (hops) in the transport leg of incoming transport leg 2 - domain: [1..4] \n\n - i3_legid - unique id across all transport legs (note: also to 'empty'\n legs are assigned an id) of incoming transport leg 3 - domain:\n [1..14664]\n - i3_rcs_p - planned duration (minutes) of incoming transport leg 3\n (RCS: Freight Check in) - domain: [LONGINT]\n - i3_rcs_e - effective (i.e., actual) duration (minutes) of incoming\n transport leg 3 (RCS: Freight Check in) - domain: [LONGINT]\n - i3_dep_1_p - planned duration (minutes) of incoming transport leg 3\n (DEP: Departure Segment 1) - domain: [LONGINT]\n - i3_dep_1_e - effective (i.e., actual) duration (minutes) of incoming\n transport leg 3 (DEP: Departure Segment 1) - domain: [LONGINT]\n - i3_dep_1_place - unique id for airport (original IATA codes have been\n masked due to confidentiality reasons) of incoming transport leg 3\n (DEP: Departure Segment 1) - domain: [100..816]\n - i3_rcf_1_p - planned duration (minutes) of incoming transport leg 3\n (RCF: Arrival Segment 1) - domain: [LONGINT]\n - i3_rcf_1_e - effective (i.e., actual) duration (minutes) of incoming\n transport leg 3 (RCF: Arrival Segment 1) - domain: [LONGINT]\n - i3_rcf_1_place - unique id for airport (original IATA codes have been\n masked due to confidentiality reasons) of incoming transport leg 3\n (RCF: Arrival Segment 1) - domain: [100..816]\n - i3_dep_2_p - planned duration (minutes) of incoming transport leg 3\n (DEP: Departure Segment 2) - domain: [LONGINT]\n - i3_dep_2_e - effective (i.e., actual) duration (minutes) of incoming\n transport leg 3 (DEP: Departure Segment 2) - domain: [LONGINT]\n - i3_dep_2_place - unique id for airport (original IATA codes have been\n masked due to confidentiality reasons) of incoming transport leg 3\n (DEP: Departure Segment 2) - domain: [100..816]\n - i3_rcf_2_p - planned duration (minutes) of incoming transport leg 3\n (RCF: Arrival Segment 2) - domain: [LONGINT]\n - i3_rcf_2_e - effective (i.e., actual) duration (minutes) of incoming\n transport leg 3 (RCF: Arrival Segment 2) - domain: [LONGINT]\n - i3_rcf_2_place - unique id for airport (original IATA codes have been\n masked due to confidentiality reasons) of incoming transport leg 3\n (RCF: Arrival Segment 2) - domain: [100..816]\n - i3_dep_3_p - planned duration (minutes) of incoming transport leg 3\n (DEP: Departure Segment 3) - domain: [LONGINT]\n - i3_dep_3_e - effective (i.e., actual) duration (minutes) of incoming\n transport leg 3 (DEP: Departure Segment 3) - domain: [LONGINT]\n - i3_dep_3_place - unique id for airport (original IATA codes have been\n masked due to confidentiality reasons) of incoming transport leg 3\n (DEP: Departure Segment 3) - domain: [100..816]\n - i3_rcf_3_p - planned duration (minutes) of incoming transport leg 3\n (RCF: Arrival Segment 3) - domain: [LONGINT]\n - i3_rcf_3_e - effective (i.e., actual) duration (minutes) of incoming\n transport leg 3 (RCF: Arrival Segment 3) - domain: [LONGINT]\n - i3_rcf_3_place - unique id for airport (original IATA codes have been\n masked due to confidentiality reasons) of incoming transport leg 3\n (RCF: Arrival Segment 3) - domain: [100..816]\n - i3_dlv_p - planned duration (minutes) of incoming transport leg 3\n (DLV: Freight Delivery) - domain: [LONGINT]\n - i3_dlv_e - effective (i.e., actual) duration (minutes) of incoming\n transport leg 3 (DLV: Freight Delivery) - domain: [LONGINT]\n - i3_hops - number of segments (hops) in the transport leg of incoming\n transport leg 3 - domain: [1..4]\n \n - o_legid - unique id across all transport legs (note: also to 'empty'\n legs are assigned an id) of outgoing transport leg - domain:\n [1..14664]\n - o_rcs_p - planned duration (minutes) of outgoing transport leg (RCS:\n Freight Check in) - domain: [LONGINT]\n - o_rcs_e - effective (i.e., actual) duration (minutes) of outgoing\n transport leg (RCS: Freight Check in) - domain: [LONGINT]\n - o_dep_1_p - planned duration (minutes) of outgoing transport leg\n (DEP: Departure Segment 1) - domain: [LONGINT]\n - o_dep_1_e - effective (i.e., actual) duration (minutes) of outgoing\n transport leg (DEP: Departure Segment 1) - domain: [LONGINT]\n - o_dep_1_place - unique id for airport (original IATA codes have been\n masked due to confidentiality reasons) of outgoing transport leg\n (DEP: Departure Segment 1) - domain: [100..816]\n - o_rcf_1_p - planned duration (minutes) of outgoing transport leg\n (RCF: Arrival Segment 1) - domain: [LONGINT]\n - o_rcf_1_e - effective (i.e., actual) duration (minutes) of outgoing\n transport leg (RCF: Arrival Segment 1) - domain: [LONGINT]\n - o_rcf_1_place - unique id for airport (original IATA codes have been\n masked due to confidentiality reasons) of outgoing transport leg\n (RCF: Arrival Segment 1) - domain: [100..816]\n - o_dep_2_p - planned duration (minutes) of outgoing transport leg\n (DEP: Departure Segment 2) - domain: [LONGINT]\n - o_dep_2_e - effective (i.e., actual) duration (minutes) of outgoing\n transport leg (DEP: Departure Segment 2) - domain: [LONGINT]\n - o_dep_2_place - unique id for airport (original IATA codes have been\n masked due to confidentiality reasons) of outgoing transport leg\n (DEP: Departure Segment 2) - domain: [100..816]\n - o_rcf_2_p - planned duration (minutes) of outgoing transport leg\n (RCF: Arrival Segment 2) - domain: [LONGINT]\n - o_rcf_2_e - effective (i.e., actual) duration (minutes) of outgoing\n transport leg (RCF: Arrival Segment 2) - domain: [LONGINT]\n - o_rcf_2_place - unique id for airport (original IATA codes have been\n masked due to confidentiality reasons) of outgoing transport leg\n (RCF: Arrival Segment 2) - domain: [100..816]\n - o_dep_3_p - planned duration (minutes) of outgoing transport leg\n (DEP: Departure Segment 3) - domain: [LONGINT]\n - o_dep_3_e - effective (i.e., actual) duration (minutes) of outgoing\n transport leg (DEP: Departure Segment 3) - domain: [LONGINT]\n - o_dep_3_place - unique id for airport (original IATA codes have been\n masked due to confidentiality reasons) of outgoing transport leg\n (DEP: Departure Segment 3) - domain: [100..816]\n - o_rcf_3_p - planned duration (minutes) of outgoing transport leg\n (RCF: Arrival Segment 3) - domain: [LONGINT]\n - o_rcf_3_e - effective (i.e., actual) duration (minutes) of outgoing\n transport leg (RCF: Arrival Segment 3) - domain: [LONGINT]\n - o_rcf_3_place - unique id for airport (original IATA codes have been\n masked due to confidentiality reasons) of outgoing transport leg\n (RCF: Arrival Segment 3) - domain: [100..816]\n - o_dlv_p - planned duration (minutes) of outgoing transport leg (DLV:\n Freight Delivery) - domain: [LONGINT]\n - o_dlv_e - effective (i.e., actual) duration (minutes) of outgoing\n transport leg (DLV: Freight Delivery) - domain: [LONGINT]\n- o_hops - number of segments (hops) in the transport leg of outgoing transport leg - domain: [1..4] \n- legs - number of incoming transport legs of overall process - domain: [1..3] \n\n", "format": "arff", "uploader": "Meilina Reksoprodjo", "uploader_id": 24140, "visibility": "public", "creator": "Andreas Metzger", "contributor": null, "date": "2021-05-19 21:34:58", "update_comment": null, "last_update": "2021-05-19 21:34:58", "licence": "CC-BY", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/22045541\/dataset", "default_target_attribute": null, "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "cargo-2000", "Sanitized and anonymized Cargo 2000 (C2K) airfreight tracking and tracing events, covering five months of business execution (3,942 process instances, 7,932 transport legs, 56,082 activities). ### Attribute information Attribute Information: - nr - unique id for process instance of overall process - domain: [1..3942] - i1_legid - unique id across all transport legs (note: also to 'empty' legs are assigned an id) of incoming transport leg 1 - domain: [1..14664] - i1_rcs_p - planned duration (minu " ], "weight": 5 }, "qualities": { "NumberOfInstances": 3943, "NumberOfFeatures": 98, "NumberOfClasses": null, "NumberOfMissingValues": 210284, "NumberOfInstancesWithMissingValues": 3943, "NumberOfNumericFeatures": 26, "NumberOfSymbolicFeatures": 0, "Dimensionality": 0.024854171950291656, "PercentageOfNumericFeatures": 26.53061224489796, "MajorityClassPercentage": null, "PercentageOfSymbolicFeatures": 0, "MajorityClassSize": null, "MinorityClassPercentage": null, "MinorityClassSize": null, "NumberOfBinaryFeatures": 0, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 100, "AutoCorrelation": null, "PercentageOfMissingValues": 54.41935333605925 }, "tags": [ { "uploader": "38960", "tag": "Manufacturing" } ], "features": [ { "name": "nr", "index": "0", "type": "numeric", "distinct": "3942", "missing": "1", "min": "0", "max": "3942", "mean": "1971", "stdev": "1138" }, { "name": "i1_legid", "index": "1", "type": "numeric", "distinct": "3942", "missing": "1", "min": "1", "max": "14661", "mean": "7304", "stdev": "4246" }, { "name": "i1_rcs_p", "index": "2", "type": "numeric", "distinct": "2271", "missing": "1", "min": "5", "max": "47190", "mean": "2204", "stdev": "4683" }, { "name": "i1_rcs_e", "index": "3", "type": "numeric", "distinct": "1823", "missing": "1", "min": "1", "max": "46357", "mean": "1653", "stdev": "4554" }, { "name": "i1_dep_1_p", "index": "4", "type": "numeric", "distinct": "77", "missing": "1", "min": "75", "max": "2876", "mean": "206", "stdev": "140" }, { "name": "i1_dep_1_e", "index": "5", "type": "numeric", "distinct": "1512", "missing": "1", "min": "4", "max": "9513", "mean": "711", "stdev": "685" }, { "name": "i1_dep_1_place", "index": "6", "type": "numeric", "distinct": "139", "missing": "1", "min": "101", "max": "815", "mean": "504", "stdev": "233" }, { "name": "i1_rcf_1_p", "index": "7", "type": "numeric", "distinct": "410", "missing": "1", "min": "50", "max": "5001", "mean": "796", "stdev": "440" }, { "name": "i1_rcf_1_e", "index": "8", "type": "numeric", "distinct": "1226", "missing": "1", "min": "13", "max": "38116", "mean": "666", "stdev": "764" }, { "name": "i1_rcf_1_place", "index": "9", "type": "numeric", "distinct": "97", "missing": "1", "min": "101", "max": "815", "mean": "467", "stdev": "237" }, { "name": "i1_dep_2_p", "index": "10", "type": "string", "distinct": "414", "missing": "2748" }, { "name": "i1_dep_2_e", "index": "11", "type": "string", "distinct": "884", "missing": "2748" }, { "name": "i1_dep_2_place", "index": "12", "type": "string", "distinct": "38", "missing": "2748" }, { "name": "i1_rcf_2_p", "index": "13", "type": "string", "distinct": "302", "missing": "2748" }, { "name": "i1_rcf_2_e", "index": "14", "type": "string", "distinct": "749", "missing": "2748" }, { "name": "i1_rcf_2_place", "index": "15", "type": "string", "distinct": "115", "missing": "2748" }, { "name": "i1_dep_3_p", "index": "16", "type": "string", "distinct": "23", "missing": "3920" }, { "name": "i1_dep_3_e", "index": "17", "type": "string", "distinct": "23", "missing": "3920" }, { "name": "i1_dep_3_place", "index": "18", "type": "string", "distinct": "11", "missing": "3920" }, { "name": "i1_rcf_3_p", "index": "19", "type": "string", "distinct": "20", "missing": "3920" }, { "name": "i1_rcf_3_e", "index": "20", "type": "string", "distinct": "23", "missing": "3920" }, { "name": "i1_rcf_3_place", "index": "21", "type": "string", "distinct": "21", "missing": "3920" }, { "name": "i1_dlv_p", "index": "22", "type": "numeric", "distinct": "307", "missing": "1", "min": "180", "max": "9915", "mean": "3694", "stdev": "1702" }, { "name": "i1_dlv_e", "index": "23", "type": "numeric", "distinct": "2246", "missing": "1", "min": "1", "max": "90977", "mean": "2251", "stdev": "5585" }, { "name": "i1_hops", "index": "24", "type": "numeric", "distinct": "3", "missing": "1", "min": "1", "max": "3", "mean": "1", "stdev": "0" }, { "name": "i2_legid", "index": "25", "type": "string", "distinct": "2624", "missing": "1319" }, { "name": "i2_rcs_p", "index": "26", "type": "string", "distinct": "1769", "missing": "1319" }, { "name": "i2_rcs_e", "index": "27", "type": "string", "distinct": "1435", "missing": "1319" }, { "name": "i2_dep_1_p", "index": "28", "type": "string", "distinct": "75", "missing": "1319" }, { "name": "i2_dep_1_e", "index": "29", "type": "string", "distinct": "1278", "missing": "1319" }, { "name": "i2_dep_1_place", "index": "30", "type": "string", "distinct": "126", "missing": "1319" }, { "name": "i2_rcf_1_p", "index": "31", "type": "string", "distinct": "369", "missing": "1319" }, { "name": "i2_rcf_1_e", "index": "32", "type": "string", "distinct": "1086", "missing": "1319" }, { "name": "i2_rcf_1_place", "index": "33", "type": "string", "distinct": "85", "missing": "1319" }, { "name": "i2_dep_2_p", "index": "34", "type": "string", "distinct": "359", "missing": "3152" }, { "name": "i2_dep_2_e", "index": "35", "type": "string", "distinct": "638", "missing": "3152" }, { "name": "i2_dep_2_place", "index": "36", "type": "string", "distinct": "30", "missing": "3152" }, { "name": "i2_rcf_2_p", "index": "37", "type": "string", "distinct": "257", "missing": "3152" }, { "name": "i2_rcf_2_e", "index": "38", "type": "string", "distinct": "571", "missing": "3152" }, { "name": "i2_rcf_2_place", "index": "39", "type": "string", "distinct": "105", "missing": "3152" }, { "name": "i2_dep_3_p", "index": "40", "type": "string", "distinct": "10", "missing": "3929" }, 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