Farm to trash

1. Farm to Trash
Tracing Food Waste in Complete Supply Chain

2. Overview
• Motivation and Intent
• Effects of Food Wastage
• Eco-warriors against food wastage
• Dataset Particulars
• Understanding of Supply Chain
• Workflow
• Visualization
• Observations
• Elective courses

3. Motivation and Intent
• Identify patterns and Trends
• Environment Impact Assessment
• Quantifying Food Waste
• Cost Saving
• Food Security
• Resource Efficiency
• Policy Development

4. Effects of Food Wastage

5. Food and Agriculture Organization of the
United Nations
Eco-Warriors Against Food Waste
The Ellen MacArthur Foundation
Zerocycle
IBM Food Trust

6. Data Ingestion
Data Processing
Data Analysis
KPI Development
Workflow
Data Visualization

7. • Data Source
United Nations Government website
• Features and Records
18 Features, 11,834 Records
• Tools used
Google Colab, Power BI
• Libraries Utilized
Pandas, Seaborn, Matplotlib
Dataset Particulars

8. Understanding of Supply Chain

9. Loss percentage by food supply stage

10. Top 20 countries loss percentage

11. Loss percentage over the years

12. Observations
Food waste by stages
Export 25.75% Post-harvest 18.46% Retail 13.65%
Surging food waste in 2022
Food wastage saw a dramatic 6% increase in 2022
Food waste hotspots
Food waste is most pronounced in Australia and New Zealand

13. Elective Courses
Benefit Cost Analysis (ENVM 5043)
Analyze the environmental, economic, and international dimensions of a range of food production systems. Focuses on the
economic benefit-cost analyses (BCA) that inform decision-making in food systems.
Machine Learning for Food Quality and Safety
This course offers insights into the application of machine learning models for predicting food quality, contaminant detection,
and food safety assurance, ultimately leading to reduced food waste.
Reducing the Environmental Impact of Food Systems: Evidence-Based Solutions
(ENVS 6305)
Explore critical food system debates, including organics, sustainability, ethics, and food waste, using data-driven research approaches.
Supply Chain Analytics
This course focuses on data-driven solutions for optimizing food supply chains, reducing losses in transportation and storage, and improving
distribution efficiency

14. When we waste food, we waste the labor, love, and
effort that went into producing it
LA U R A T U R N E R S E Y D E L