Cargo 2000 Freight Tracking and Tracing
Donated on 11/2/2016
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).
Dataset Characteristics
Multivariate, Sequential
Subject Area
Business
Associated Tasks
Classification, Regression
Feature Type
Integer
# Instances
3942
# Features
98
Dataset Information
Additional Information
A description of the underlying Cargo 2000 standard and the processes reflected in the data set can be found at http://s-cube-network.eu/c2k.
Has Missing Values?
Yes
Variable 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]
Dataset Files
| File | Size |
|---|---|
| c2k_data_comma.csv | 1.1 MB |
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pip install ucimlrepo
from ucimlrepo import fetch_ucirepo # fetch dataset cargo_2000_freight_tracking_and_tracing = fetch_ucirepo(id=382) # data (as pandas dataframes) X = cargo_2000_freight_tracking_and_tracing.data.features y = cargo_2000_freight_tracking_and_tracing.data.targets # metadata print(cargo_2000_freight_tracking_and_tracing.metadata) # variable information print(cargo_2000_freight_tracking_and_tracing.variables)
Metzger, A. (2015). Cargo 2000 Freight Tracking and Tracing [Dataset]. UCI Machine Learning Repository. https://doi.org/10.24432/C5559K.
Creators
Andreas Metzger
DOI
License
This dataset is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
This allows for the sharing and adaptation of the datasets for any purpose, provided that the appropriate credit is given.