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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
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Issue: April 2026
Volume 11 | Issue 4
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 11
Issue Published : 119
Article Submitted : 23421
Article Published : 9054
Total Authors : 24024
Total Reviewer : 831
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| Paper Title: | FACTORY-TO-CUSTOMER SHIPPING ROUTE EFFICIENCY ANALYSIS |
| Authors Name: | Rovin Lobo |
| Download E-Certificate: | Download |
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IJRTI_210208
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| Published Paper Id: | IJRTI2603008 |
| Published In: | Volume 11 Issue 3, March-2026 |
| DOI: | |
| Abstract: | Efficient logistics and supply chain management are critical for ensuring timely product delivery and maintaining customer satisfaction. This study analyzes factory-to-customer shipping route efficiency using the Nassau Candy Distributor dataset. Data analytics techniques were applied to evaluate delivery times, regional shipping performance, product sales distribution, and transportation efficiency. Python libraries such as Pandas, Matplotlib, and Seaborn were used for data processing and visualization, while an interactive dashboard was developed using Streamlit to present key logistics insights. The analysis identifies shipping delays, high-performing regions, and product demand patterns. The findings demonstrate how data analytics can support better logistics planning, optimize shipping routes, and improve overall supply chain efficiency. |
| Keywords: | Shipping Route Efficiency, Supply Chain Analytics, Logistics Optimization, Data Analytics, Python, Streamlit Dashboard, Logistics Performance, Route Optimization |
| Cite Article: | "FACTORY-TO-CUSTOMER SHIPPING ROUTE EFFICIENCY ANALYSIS", International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2456-3315, Vol.11, Issue 3, page no.a48-a54, March-2026, Available :http://www.ijrti.org/papers/IJRTI2603008.pdf |
| Downloads: | 000182 |
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2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID: IJRTI2603008
Registration ID:210208
Published In: Volume 11 Issue 3, March-2026
DOI (Digital Object Identifier):
Page No: a48-a54 Country: Bengaluru, Karnataka, India Research Area: Other Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2603008 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2603008 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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