Data
cargo-2000

cargo-2000

active ARFF CC-BY Visibility: public Uploaded 19-05-2021 by Meilina Reksoprodjo
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
Author: Andreas Metzger Source: [UCI](https://archive.ics.uci.edu/ml/datasets/Cargo+2000+Freight+Tracking+and+Tracing) - 2016 Please cite: [Paper](http://dcomp.sor.ufscar.br/talmeida/youtubespamcollection/) 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]

98 features

nrnumeric3942 unique values
1 missing
i1_legidnumeric3942 unique values
1 missing
i1_rcs_pnumeric2271 unique values
1 missing
i1_rcs_enumeric1823 unique values
1 missing
i1_dep_1_pnumeric77 unique values
1 missing
i1_dep_1_enumeric1512 unique values
1 missing
i1_dep_1_placenumeric139 unique values
1 missing
i1_rcf_1_pnumeric410 unique values
1 missing
i1_rcf_1_enumeric1226 unique values
1 missing
i1_rcf_1_placenumeric97 unique values
1 missing
i1_dep_2_pstring414 unique values
2748 missing
i1_dep_2_estring884 unique values
2748 missing
i1_dep_2_placestring38 unique values
2748 missing
i1_rcf_2_pstring302 unique values
2748 missing
i1_rcf_2_estring749 unique values
2748 missing
i1_rcf_2_placestring115 unique values
2748 missing
i1_dep_3_pstring23 unique values
3920 missing
i1_dep_3_estring23 unique values
3920 missing
i1_dep_3_placestring11 unique values
3920 missing
i1_rcf_3_pstring20 unique values
3920 missing
i1_rcf_3_estring23 unique values
3920 missing
i1_rcf_3_placestring21 unique values
3920 missing
i1_dlv_pnumeric307 unique values
1 missing
i1_dlv_enumeric2246 unique values
1 missing
i1_hopsnumeric3 unique values
1 missing
i2_legidstring2624 unique values
1319 missing
i2_rcs_pstring1769 unique values
1319 missing
i2_rcs_estring1435 unique values
1319 missing
i2_dep_1_pstring75 unique values
1319 missing
i2_dep_1_estring1278 unique values
1319 missing
i2_dep_1_placestring126 unique values
1319 missing
i2_rcf_1_pstring369 unique values
1319 missing
i2_rcf_1_estring1086 unique values
1319 missing
i2_rcf_1_placestring85 unique values
1319 missing
i2_dep_2_pstring359 unique values
3152 missing
i2_dep_2_estring638 unique values
3152 missing
i2_dep_2_placestring30 unique values
3152 missing
i2_rcf_2_pstring257 unique values
3152 missing
i2_rcf_2_estring571 unique values
3152 missing
i2_rcf_2_placestring105 unique values
3152 missing
i2_dep_3_pstring10 unique values
3929 missing
i2_dep_3_estring14 unique values
3929 missing
i2_dep_3_placestring7 unique values
3929 missing
i2_rcf_3_pstring9 unique values
3929 missing
i2_rcf_3_estring14 unique values
3929 missing
i2_rcf_3_placestring9 unique values
3929 missing
i2_dlv_pstring263 unique values
1319 missing
i2_dlv_estring1686 unique values
1319 missing
i2_hopsstring3 unique values
1319 missing
i3_legidstring1366 unique values
2577 missing
i3_rcs_pstring1068 unique values
2577 missing
i3_rcs_estring918 unique values
2577 missing
i3_dep_1_pstring50 unique values
2577 missing
i3_dep_1_estring880 unique values
2577 missing
i3_dep_1_placestring111 unique values
2577 missing
i3_rcf_1_pstring296 unique values
2577 missing
i3_rcf_1_estring804 unique values
2577 missing
i3_rcf_1_placestring75 unique values
2577 missing
i3_dep_2_pstring240 unique values
3552 missing
i3_dep_2_estring346 unique values
3552 missing
i3_dep_2_placestring23 unique values
3552 missing
i3_rcf_2_pstring177 unique values
3552 missing
i3_rcf_2_estring315 unique values
3552 missing
i3_rcf_2_placestring90 unique values
3552 missing
i3_dep_3_pstring8 unique values
3935 missing
i3_dep_3_estring8 unique values
3935 missing
i3_dep_3_placestring7 unique values
3935 missing
i3_rcf_3_pstring8 unique values
3935 missing
i3_rcf_3_estring8 unique values
3935 missing
i3_rcf_3_placestring7 unique values
3935 missing
i3_dlv_pstring185 unique values
2577 missing
i3_dlv_estring1056 unique values
2577 missing
i3_hopsstring3 unique values
2577 missing
o_legidnumeric3942 unique values
1 missing
o_rcs_pnumeric2580 unique values
1 missing
o_rcs_enumeric2193 unique values
1 missing
o_dep_1_pnumeric73 unique values
1 missing
o_dep_1_enumeric1585 unique values
1 missing
o_dep_1_placenumeric122 unique values
1 missing
o_rcf_1_pnumeric451 unique values
1 missing
o_rcf_1_enumeric1322 unique values
1 missing
o_rcf_1_placenumeric140 unique values
1 missing
o_dep_2_pstring482 unique values
2098 missing
o_dep_2_estring1182 unique values
2098 missing
o_dep_2_placestring36 unique values
2098 missing
o_rcf_2_pstring356 unique values
2098 missing
o_rcf_2_estring931 unique values
2098 missing
o_rcf_2_placestring185 unique values
2098 missing
o_dep_3_pstring23 unique values
3917 missing
o_dep_3_estring26 unique values
3917 missing
o_dep_3_placestring11 unique values
3917 missing
o_rcf_3_pstring22 unique values
3917 missing
o_rcf_3_estring26 unique values
3917 missing
o_rcf_3_placestring17 unique values
3917 missing
o_dlv_pnumeric347 unique values
1 missing
o_dlv_enumeric2582 unique values
1 missing
o_hopsnumeric3 unique values
1 missing
legsnumeric3 unique values
1 missing

19 properties

3943
Number of instances (rows) of the dataset.
98
Number of attributes (columns) of the dataset.
Number of distinct values of the target attribute (if it is nominal).
210284
Number of missing values in the dataset.
3943
Number of instances with at least one value missing.
26
Number of numeric attributes.
0
Number of nominal attributes.
0.02
Number of attributes divided by the number of instances.
26.53
Percentage of numeric attributes.
Percentage of instances belonging to the most frequent class.
0
Percentage of nominal attributes.
Number of instances belonging to the most frequent class.
Percentage of instances belonging to the least frequent class.
Number of instances belonging to the least frequent class.
0
Number of binary attributes.
0
Percentage of binary attributes.
100
Percentage of instances having missing values.
Average class difference between consecutive instances.
54.42
Percentage of missing values.

0 tasks

Define a new task