Constarium
← Search

Table · dataset · 2026

Logistics dataset for optimization

Listed in HKU DataHub and figshare and Loughborough Research Repository — shown once because both records carry DOI 10.6084/m9.figshare.34010331.v1

<p dir="ltr">The dataset contains 5000 records with 19 attributes pertaining to transport of goods to various locations by drivers travelling on different routes.

Description

Columns include route specific data (route identifier, distance, traffic density, fuel consumed), environmental metrics (temperature and humidity), variables related to driver behaviour (fatigue level, feedback score, violations), and other operational data (fuel efficiency, delivery efficiency, delivery delay). </p><p dir="ltr">I am not the original author of this dataset.

I collected it from Kaggle for research from the link which is now defunct: (<a href="kaggle.com/datasets/programmer3/real-time-logistics-data-for-decision-support" target="_blank">kaggle.com/datasets/programmer3/real-time-logistics-data-for-decision-support</a>). Since the link has been removed by the previous author, I am uploading the dataset is here. </p><p dir="ltr">A summary of dataset attributes, including semantic definitions, mean, standard deviation, and range (minimum–maximum) values for each feature are given below: </p><table><tr><td><p dir="ltr"><b>Attribute</b></p></td><td><p dir="ltr"><b>Description</b></p></td><td><p dir="ltr"><b>Mean</b></p></td><td><p dir="ltr"><b>Std.

Read the rest (2 more)

Dev</b></p></td><td><p dir="ltr"><b>Min</b></p></td><td><p dir="ltr"><b>Max</b></p></td></tr><tr><td><p dir="ltr"><b>vehicle_id</b></p></td><td><p dir="ltr">A unique identifier for each vehicle in the fleet.</p></td><td><p><br></p></td><td><p><br></p></td><td><p><br></p></td><td><p><br></p></td></tr><tr><td><p dir="ltr"><b>timestamp</b></p></td><td><p dir="ltr">Date and time record of the data entry (DD-MM-YYYY HH:MM).</p></td><td><p dir="ltr">4 Feb 25</p></td><td><p><br></p></td><td><p dir="ltr">1 Jan 25</p></td><td><p dir="ltr">11 Mar 25</p></td></tr><tr><td><p dir="ltr"><b>latitude, longitude</b></p></td><td><p dir="ltr">The geographic coordinates of the vehicle.</p></td><td><p><br></p></td><td><p><br></p></td><td><p><br></p></td><td><p><br></p></td></tr><tr><td><p dir="ltr"><b>speed</b></p></td><td><p dir="ltr">Current traveling speed of the vehicle (typically in km/h or mph).</p></td><td><p>74.7</p></td><td><p>26.1</p></td><td><p>30</p></td><td><p>120</p></td></tr><tr><td><p dir="ltr"><b>route_id</b></p></td><td><p dir="ltr">Unique path identifier (50 unique route ids).</p></td><td><p><br></p></td><td><p><br></p></td><td><p><br></p></td><td><p><br></p></td></tr><tr><td><p dir="ltr"><b>distance_covered</b></p></td><td><p dir="ltr">Total distance travelled by the vehicle during the current session.</p></td><td><p>497</p></td><td><p>283</p></td><td><p>10.1</p></td><td><p>1000</p></td></tr><tr><td><p dir="ltr"><b>traffic_density</b></p></td><td><p dir="ltr">A normalized value (0 to 1) representing the congestion level on the road.</p></td><td><p>0.55</p></td><td><p>0.26</p></td><td><p>0.1</p></td><td><p>1</p></td></tr><tr><td><p dir="ltr"><b>temperature</b></p></td><td><p dir="ltr">Ambient outdoor temperature at the vehicle's location.</p></td><td><p>25.2</p></td><td><p>5.76</p></td><td><p>15</p></td><td><p>35</p></td></tr><tr><td><p dir="ltr"><b>humidity</b></p></td><td><p dir="ltr">Atmospheric moisture level percentage.</p></td><td><p>55.4</p></td><td><p>14.4</p></td><td><p>30</p></td><td><p>80</p></td></tr><tr><td><p dir="ltr"><b>driver_id</b></p></td><td><p dir="ltr">Unique identifier for the vehicle driver.

(100 unique drivers).</p></td><td><p><br></p></td><td><p><br></p></td><td><p><br></p></td><td><p><br></p></td></tr><tr><td><p dir="ltr"><b>violations_count</b></p></td><td><p dir="ltr">Number of recorded traffic or safety violations during the trip.</p></td><td><p>2.04</p></td><td><p>1.41</p></td><td><p>0</p></td><td><p>4</p></td></tr><tr><td><p dir="ltr"><b>fatigue_level</b></p></td><td><p dir="ltr">A score (0 to 1) to monitor driver exhaustion.</p></td><td><p>0.5</p></td><td><p>0.29</p></td><td><p>0</p></td><td><p>1</p></td></tr><tr><td><p dir="ltr"><b>fuel_consumed</b></p></td><td><p dir="ltr">Total fuel used in the current route.</p></td><td><p>27.3</p></td><td><p>12.9</p></td><td><p>5.02</p></td><td><p>50</p></td></tr><tr><td><p dir="ltr"><b>fuel_efficiency</b></p></td><td><p dir="ltr">Distance travelled per unit of fuel (e.g., km/L or MPG).</p></td><td><p>10.1</p></td><td><p>2.91</p></td><td><p>5</p></td><td><p>15</p></td></tr><tr><td><p dir="ltr"><b>maintenance_due</b></p></td><td><p dir="ltr">Binary flag (0 or 1) indicating if the vehicle requires servicing.</p></td><td><p>0.2</p></td><td><p>0.4</p></td><td><p>0</p></td><td><p>1</p></td></tr><tr><td><p dir="ltr"><b>delivery_delay</b></p></td><td><p dir="ltr">Time variance from the schedule; negative values indicate early arrival.</p></td><td><p>22.7</p></td><td><p>21.5</p></td><td><p>-15</p></td><td><p>60</p></td></tr><tr><td><p dir="ltr"><b>feedback_score</b></p></td><td><p dir="ltr">Qualitative rating (1-5) provided by the client or system.</p></td><td><p>2.99</p></td><td><p>1.41</p></td><td><p>1</p></td><td><p>5</p></td></tr><tr><td><p dir="ltr"><b>delivery_efficiency</b></p></td><td><p dir="ltr">Indicates whether a delivery was efficient (1) or inefficient (0).</p></td><td><p>0.03</p></td><td><p>0.16</p></td><td><p>0</p></td><td><p>1</p></td></tr></table><p></p>

Links

Where it is published

Catalogue records · 1

Topics

Inferred from text
Tabular 65%
Provenance · 3 source records, 52 field assertions
SourceKeyLast seenRaw
HKU DataHuboai:figshare.com:article/340103314 d agoJSON v1
figshareoai:figshare.com:article/340103313 d agoJSON v1
Loughborough Research Repositoryoai:figshare.com:article/340103313 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · datahub hku hkconnector:datahub_hku_hk@1.0.0
concepts[field].anzsrc:field:350903mapping · datahub hku hkvocabulary-mapper@1.0.0keywords['Logistics']
concepts[field].anzsrc:field:350903mapping · figshare comvocabulary-mapper@1.0.0keywords['Logistics']
concepts[field].anzsrc:field:350903mapping · repository lboro ac ukvocabulary-mapper@1.0.0keywords['Logistics']
concepts[field].anzsrc:field:460203mapping · repository lboro ac ukvocabulary-mapper@1.0.0keywords['Evolutionary computation']
concepts[field].anzsrc:field:460203mapping · figshare comvocabulary-mapper@1.0.0keywords['Evolutionary computation']
concepts[field].anzsrc:field:460203mapping · datahub hku hkvocabulary-mapper@1.0.0keywords['Evolutionary computation']
concepts[field].anzsrc:field:460210mapping · datahub hku hkvocabulary-mapper@1.0.0keywords['Satisfiability and optimisation']
concepts[field].anzsrc:field:460210mapping · repository lboro ac ukvocabulary-mapper@1.0.0keywords['Satisfiability and optimisation']
concepts[field].anzsrc:field:460210mapping · figshare comvocabulary-mapper@1.0.0keywords['Satisfiability and optimisation']
concepts[field].anzsrc:field:460901mapping · figshare comvocabulary-mapper@1.0.0keywords['Business process management']
concepts[field].anzsrc:field:460901mapping · repository lboro ac ukvocabulary-mapper@1.0.0keywords['Business process management']
concepts[field].anzsrc:field:460901mapping · datahub hku hkvocabulary-mapper@1.0.0keywords['Business process management']
concepts[field].anzsrc:field:460902mapping · datahub hku hkvocabulary-mapper@1.0.0keywords['Decision support and group support systems']
concepts[field].anzsrc:field:460902mapping · figshare comvocabulary-mapper@1.0.0keywords['Decision support and group support systems']
concepts[field].anzsrc:field:460902mapping · repository lboro ac ukvocabulary-mapper@1.0.0keywords['Decision support and group support systems']
concepts[field].anzsrc:field:460907mapping · figshare comvocabulary-mapper@1.0.0keywords['Information systems for sustainable development and the public good']
concepts[field].anzsrc:field:460907mapping · repository lboro ac ukvocabulary-mapper@1.0.0keywords['Information systems for sustainable development and the public good']
concepts[field].anzsrc:field:460907mapping · datahub hku hkvocabulary-mapper@1.0.0keywords['Information systems for sustainable development and the public good']
concepts[field].anzsrc:field:460908mapping · datahub hku hkvocabulary-mapper@1.0.0keywords['Information systems organisation and management']
concepts[field].anzsrc:field:460908mapping · figshare comvocabulary-mapper@1.0.0keywords['Information systems organisation and management']
concepts[field].anzsrc:field:460908mapping · repository lboro ac ukvocabulary-mapper@1.0.0keywords['Information systems organisation and management']
concepts[field].local:field:astronomymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:chemistrymapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:chemistrymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:computer-science-aimapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:computer-science-aimapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:earth-environmentalmapping · datahub hku hkconnector:datahub_hku_hk@1.0.0
concepts[field].local:field:earth-environmentalmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:earth-environmentalmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:economics-financemapping · datahub hku hkconnector:datahub_hku_hk@1.0.0
concepts[field].local:field:economics-financemapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:economics-financemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:engineeringmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:engineeringmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:humanitiesmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:humanitiesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:life-sciencesmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:life-sciencesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:materials-sciencemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:mathematics-statisticsmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:medicine-healthmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:medicine-healthmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:ocean-atmosphericmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:psychology-behavioralmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:social-sciencemapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:social-sciencemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[modality].local:modality:tabularenrichment · datahub hku hkkeyword-concept-rules@1.0.0title+description (65%)
descriptionsource · datahub hku hkconnector:datahub_hku_hk@1.0.0/metadata/dc/description
licensesource · datahub hku hkconnector:datahub_hku_hk@1.0.0/metadata/dc/rights
publication_datesource · datahub hku hkconnector:datahub_hku_hk@1.0.0
titlesource · datahub hku hkconnector:datahub_hku_hk@1.0.0/metadata/dc/title