cargo-2000
OpenML dataset with id 42910
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Full work available at URL: https://api.openml.org/data/v1/download/22045541/cargo-2000.arff
Upload date: 19 May 2021
Dataset Characteristics
Number of features: 98 (numeric: 26, symbolic: 0 and in total binary: 0 )
Number of instances: 3,943
Number of instances with missing values: 3,943
Number of missing values: 210,284
Author: Andreas Metzger Source: UCI - 2016 Please cite: Paper
Cargo 2000 Freight Tracking and Tracing Data Set
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 (minutes) of incoming transport leg 1 (RCS: Freight Check in) - domain: [LONGINT] - i1_rcs_e - effective (i.e., actual) duration (minutes) of incoming transport leg 1 (RCS: Freight Check in) - domain: [LONGINT] - i1_dep_1_p - planned duration (minutes) of incoming transport leg 1 (DEP: Departure Segment 1) - domain: [LONGINT] - i1_dep_1_e - effective (i.e., actual) duration (minutes) of incoming transport leg 1 (DEP: Departure Segment 1) - domain: [LONGINT] - 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] - i1_rcf_1_p - planned duration (minutes) of incoming transport leg 1 (RCF: Arrival Segment 1) - domain: [LONGINT] - i1_rcf_1_e - effective (i.e., actual) duration (minutes) of incoming transport leg 1 (RCF: Arrival Segment 1) - domain: [LONGINT] - 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] - i1_dep_2_p - planned duration (minutes) of incoming transport leg 1 (DEP: Departure Segment 2) - domain: [LONGINT] - i1_dep_2_e - effective (i.e., actual) duration (minutes) of incoming transport leg 1 (DEP: Departure Segment 2) - domain: [LONGINT] - 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] - i1_rcf_2_p - planned duration (minutes) of incoming transport leg 1 (RCF: Arrival Segment 2) - domain: [LONGINT] - i1_rcf_2_e - effective (i.e., actual) duration (minutes) of incoming transport leg 1 (RCF: Arrival Segment 2) - domain: [LONGINT] - 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] - i1_dep_3_p - planned duration (minutes) of incoming transport leg 1 (DEP: Departure Segment 3) - domain: [LONGINT] - i1_dep_3_e - effective (i.e., actual) duration (minutes) of incoming transport leg 1 (DEP: Departure Segment 3) - domain: [LONGINT] - 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] - i1_rcf_3_p - planned duration (minutes) of incoming transport leg 1 (RCF: Arrival Segment 3) - domain: [LONGINT] - i1_rcf_3_e - effective (i.e., actual) duration (minutes) of incoming transport leg 1 (RCF: Arrival Segment 3) - domain: [LONGINT] - 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] - i1_dlv_p - planned duration (minutes) of incoming transport leg 1 (DLV: Freight Delivery) - domain: [LONGINT] - i1_dlv_e - effective (i.e., actual) duration (minutes) of incoming transport leg 1 (DLV: Freight Delivery) - domain: [LONGINT] - i1_hops - number of segments (hops) in the transport leg of incoming transport leg 1 - domain: [1..4]
- 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] - i2_rcs_p - planned duration (minutes) of incoming transport leg 2 (RCS: Freight Check in) - domain: [LONGINT] - i2_rcs_e - effective (i.e., actual) duration (minutes) of incoming transport leg 2 (RCS: Freight Check in) - domain: [LONGINT] - i2_dep_1_p - planned duration (minutes) of incoming transport leg 2 (DEP: Departure Segment 1) - domain: [LONGINT] - i2_dep_1_e - effective (i.e., actual) duration (minutes) of incoming transport leg 2 (DEP: Departure Segment 1) - domain: [LONGINT] - 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] - i2_rcf_1_p - planned duration (minutes) of incoming transport leg 2 (RCF: Arrival Segment 1) - domain: [LONGINT] i2_rcf_1_e - effective (i.e., actual) duration (minutes) of incoming transport leg 2 (RCF: Arrival Segment 1) - domain: [LONGINT] - 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] - i2_dep_2_p - planned duration (minutes) of incoming transport leg 2 (DEP: Departure Segment 2) - domain: [LONGINT] - i2_dep_2_e - effective (i.e., actual) duration (minutes) of incoming transport leg 2 (DEP: Departure Segment 2) - domain: [LONGINT] - 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] - i2_rcf_2_p - planned duration (minutes) of incoming transport leg 2 (RCF: Arrival Segment 2) - domain: [LONGINT] - i2_rcf_2_e - effective (i.e., actual) duration (minutes) of incoming transport leg 2 (RCF: Arrival Segment 2) domain: [LONGINT] - 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] - i2_dep_3_p - planned duration (minutes) of incoming transport leg 2 (DEP: Departure Segment 3) - domain: [LONGINT] - i2_dep_3_e - effective (i.e., actual) duration (minutes) of incoming transport leg 2 (DEP: Departure Segment 3) - domain: [LONGINT] - 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] - i2_rcf_3_p - planned duration (minutes) of incoming transport leg 2 (RCF: Arrival Segment 3) - domain: [LONGINT] - i2_rcf_3_e - effective (i.e., actual) duration (minutes) of incoming transport leg 2 (RCF: Arrival Segment 3) - domain: [LONGINT] i2_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] - i2_dlv_p - planned duration (minutes) of incoming transport leg 2 (DLV: Freight Delivery) - domain: [LONGINT] - i2_dlv_e - effective (i.e., actual) duration (minutes) of incoming transport leg 2 (DLV: Freight Delivery) - domain: [LONGINT] - i2_hops - number of segments (hops) in the transport leg of incoming transport leg 2 - domain: [1..4]
- i3_legid - unique id across all transport legs (note: also to 'empty' legs are assigned an id) of incoming transport leg 3 - domain: [1..14664] - i3_rcs_p - planned duration (minutes) of incoming transport leg 3 (RCS: Freight Check in) - domain: [LONGINT] - i3_rcs_e - effective (i.e., actual) duration (minutes) of incoming transport leg 3 (RCS: Freight Check in) - domain: [LONGINT] - i3_dep_1_p - planned duration (minutes) of incoming transport leg 3 (DEP: Departure Segment 1) - domain: [LONGINT] - i3_dep_1_e - effective (i.e., actual) duration (minutes) of incoming transport leg 3 (DEP: Departure Segment 1) - domain: [LONGINT] - i3_dep_1_place - unique id for airport (original IATA codes have been masked due to confidentiality reasons) of incoming transport leg 3 (DEP: Departure Segment 1) - domain: [100..816] - i3_rcf_1_p - planned duration (minutes) of incoming transport leg 3 (RCF: Arrival Segment 1) - domain: [LONGINT] - i3_rcf_1_e - effective (i.e., actual) duration (minutes) of incoming transport leg 3 (RCF: Arrival Segment 1) - domain: [LONGINT] - i3_rcf_1_place - unique id for airport (original IATA codes have been masked due to confidentiality reasons) of incoming transport leg 3 (RCF: Arrival Segment 1) - domain: [100..816] - i3_dep_2_p - planned duration (minutes) of incoming transport leg 3 (DEP: Departure Segment 2) - domain: [LONGINT] - i3_dep_2_e - effective (i.e., actual) duration (minutes) of incoming transport leg 3 (DEP: Departure Segment 2) - domain: [LONGINT] - i3_dep_2_place - unique id for airport (original IATA codes have been masked due to confidentiality reasons) of incoming transport leg 3 (DEP: Departure Segment 2) - domain: [100..816] - i3_rcf_2_p - planned duration (minutes) of incoming transport leg 3 (RCF: Arrival Segment 2) - domain: [LONGINT] - i3_rcf_2_e - effective (i.e., actual) duration (minutes) of incoming transport leg 3 (RCF: Arrival Segment 2) - domain: [LONGINT] - i3_rcf_2_place - unique id for airport (original IATA codes have been masked due to confidentiality reasons) of incoming transport leg 3 (RCF: Arrival Segment 2) - domain: [100..816] - i3_dep_3_p - planned duration (minutes) of incoming transport leg 3 (DEP: Departure Segment 3) - domain: [LONGINT] - i3_dep_3_e - effective (i.e., actual) duration (minutes) of incoming transport leg 3 (DEP: Departure Segment 3) - domain: [LONGINT] - i3_dep_3_place - unique id for airport (original IATA codes have been masked due to confidentiality reasons) of incoming transport leg 3 (DEP: Departure Segment 3) - domain: [100..816] - i3_rcf_3_p - planned duration (minutes) of incoming transport leg 3 (RCF: Arrival Segment 3) - domain: [LONGINT] - i3_rcf_3_e - effective (i.e., actual) duration (minutes) of incoming transport leg 3 (RCF: Arrival Segment 3) - domain: [LONGINT] - i3_rcf_3_place - unique id for airport (original IATA codes have been masked due to confidentiality reasons) of incoming transport leg 3 (RCF: Arrival Segment 3) - domain: [100..816] - i3_dlv_p - planned duration (minutes) of incoming transport leg 3 (DLV: Freight Delivery) - domain: [LONGINT] - i3_dlv_e - effective (i.e., actual) duration (minutes) of incoming transport leg 3 (DLV: Freight Delivery) - domain: [LONGINT] - i3_hops - number of segments (hops) in the transport leg of incoming transport leg 3 - domain: [1..4] - o_legid - unique id across all transport legs (note: also to 'empty' legs are assigned an id) of outgoing transport leg - domain: [1..14664] - o_rcs_p - planned duration (minutes) of outgoing transport leg (RCS: Freight Check in) - domain: [LONGINT] - o_rcs_e - effective (i.e., actual) duration (minutes) of outgoing transport leg (RCS: Freight Check in) - domain: [LONGINT] - o_dep_1_p - planned duration (minutes) of outgoing transport leg (DEP: Departure Segment 1) - domain: [LONGINT] - o_dep_1_e - effective (i.e., actual) duration (minutes) of outgoing transport leg (DEP: Departure Segment 1) - domain: [LONGINT] - o_dep_1_place - unique id for airport (original IATA codes have been masked due to confidentiality reasons) of outgoing transport leg (DEP: Departure Segment 1) - domain: [100..816] - o_rcf_1_p - planned duration (minutes) of outgoing transport leg (RCF: Arrival Segment 1) - domain: [LONGINT] - o_rcf_1_e - effective (i.e., actual) duration (minutes) of outgoing transport leg (RCF: Arrival Segment 1) - domain: [LONGINT] - o_rcf_1_place - unique id for airport (original IATA codes have been masked due to confidentiality reasons) of outgoing transport leg (RCF: Arrival Segment 1) - domain: [100..816] - o_dep_2_p - planned duration (minutes) of outgoing transport leg (DEP: Departure Segment 2) - domain: [LONGINT] - o_dep_2_e - effective (i.e., actual) duration (minutes) of outgoing transport leg (DEP: Departure Segment 2) - domain: [LONGINT] - o_dep_2_place - unique id for airport (original IATA codes have been masked due to confidentiality reasons) of outgoing transport leg (DEP: Departure Segment 2) - domain: [100..816] - o_rcf_2_p - planned duration (minutes) of outgoing transport leg (RCF: Arrival Segment 2) - domain: [LONGINT] - o_rcf_2_e - effective (i.e., actual) duration (minutes) of outgoing transport leg (RCF: Arrival Segment 2) - domain: [LONGINT] - o_rcf_2_place - unique id for airport (original IATA codes have been masked due to confidentiality reasons) of outgoing transport leg (RCF: Arrival Segment 2) - domain: [100..816] - o_dep_3_p - planned duration (minutes) of outgoing transport leg (DEP: Departure Segment 3) - domain: [LONGINT] - o_dep_3_e - effective (i.e., actual) duration (minutes) of outgoing transport leg (DEP: Departure Segment 3) - domain: [LONGINT] - o_dep_3_place - unique id for airport (original IATA codes have been masked due to confidentiality reasons) of outgoing transport leg (DEP: Departure Segment 3) - domain: [100..816] - o_rcf_3_p - planned duration (minutes) of outgoing transport leg (RCF: Arrival Segment 3) - domain: [LONGINT] - o_rcf_3_e - effective (i.e., actual) duration (minutes) of outgoing transport leg (RCF: Arrival Segment 3) - domain: [LONGINT] - o_rcf_3_place - unique id for airport (original IATA codes have been masked due to confidentiality reasons) of outgoing transport leg (RCF: Arrival Segment 3) - domain: [100..816] - o_dlv_p - planned duration (minutes) of outgoing transport leg (DLV: Freight Delivery) - domain: [LONGINT] - o_dlv_e - effective (i.e., actual) duration (minutes) of outgoing transport leg (DLV: Freight Delivery) - domain: [LONGINT]
- o_hops - number of segments (hops) in the transport leg of outgoing transport leg - domain: [1..4]
- legs - number of incoming transport legs of overall process - domain: [1..3]
