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
- DOI doi.org/10.6084/m9.figshare.34010331.v1 ↗
DOI / persistent id · from datahub hku hk
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from datahub hku hk
Topics
- From keywords
- Astronomy & Astrophysics · Business process management · Business process management · Business process management · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Decision support and group support systems · Decision support and group support systems · Decision support and group support systems · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Economics & Finance · Engineering · Engineering · Evolutionary computation · Evolutionary computation · Evolutionary computation · Humanities · Humanities · Information systems for sustainable development and the public good · Information systems for sustainable development and the public good · Information systems for sustainable development and the public good · Information systems organisation and management · Information systems organisation and management · Information systems organisation and management · Life Sciences · Life Sciences · Logistics · Logistics · Logistics · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Satisfiability and optimisation · Satisfiability and optimisation · Satisfiability and optimisation · Social Science · Social Science
- Inferred from text
- Tabular 65%
Provenance · 3 source records, 52 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| HKU DataHub | oai:figshare.com:article/34010331 | 4 d ago | JSON v1 |
| figshare | oai:figshare.com:article/34010331 | 3 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/34010331 | 3 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].anzsrc:field:350903 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Logistics'] |
| concepts[field].anzsrc:field:350903 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Logistics'] |
| concepts[field].anzsrc:field:350903 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Logistics'] |
| concepts[field].anzsrc:field:460203 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Evolutionary computation'] |
| concepts[field].anzsrc:field:460203 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Evolutionary computation'] |
| concepts[field].anzsrc:field:460203 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Evolutionary computation'] |
| concepts[field].anzsrc:field:460210 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Satisfiability and optimisation'] |
| concepts[field].anzsrc:field:460210 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Satisfiability and optimisation'] |
| concepts[field].anzsrc:field:460210 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Satisfiability and optimisation'] |
| concepts[field].anzsrc:field:460901 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Business process management'] |
| concepts[field].anzsrc:field:460901 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Business process management'] |
| concepts[field].anzsrc:field:460901 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Business process management'] |
| concepts[field].anzsrc:field:460902 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Decision support and group support systems'] |
| concepts[field].anzsrc:field:460902 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Decision support and group support systems'] |
| concepts[field].anzsrc:field:460902 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Decision support and group support systems'] |
| concepts[field].anzsrc:field:460907 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Information systems for sustainable development and the public good'] |
| concepts[field].anzsrc:field:460907 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Information systems for sustainable development and the public good'] |
| concepts[field].anzsrc:field:460907 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Information systems for sustainable development and the public good'] |
| concepts[field].anzsrc:field:460908 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Information systems organisation and management'] |
| concepts[field].anzsrc:field:460908 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Information systems organisation and management'] |
| concepts[field].anzsrc:field:460908 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Information systems organisation and management'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[modality].local:modality:tabular | enrichment · datahub hku hk | keyword-concept-rules@1.0.0 | title+description (65%) |
| description | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | /metadata/dc/description |
| license | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | /metadata/dc/rights |
| publication_date | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| title | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | /metadata/dc/title |