https://github.com/yalai92/alfalfa_imp_exp_analysis

This repository covers data cleaning, analysis, and visualization of global alfalfa and pellet imports, focusing on trends from 2003 to 2023. It also includes a predictive analysis of global alfalfa demand for 2024-2029, using data science techniques to provide insights for stakeholders in the alfalfa industry.
https://github.com/yalai92/alfalfa_imp_exp_analysis

data-analysis data-cleaning data-visualization matplotlib numpy pandas python sckiit-learn tableau

Last synced: 5 months ago
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This repository covers data cleaning, analysis, and visualization of global alfalfa and pellet imports, focusing on trends from 2003 to 2023. It also includes a predictive analysis of global alfalfa demand for 2024-2029, using data science techniques to provide insights for stakeholders in the alfalfa industry.

• Host: GitHub
• URL: https://github.com/yalai92/alfalfa_imp_exp_analysis
• Owner: Yalai92
• Created: 2024-09-16T16:07:00.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2025-07-16T21:29:24.000Z (12 months ago)
• Last Synced: 2025-09-05T07:44:09.067Z (10 months ago)
• Topics: data-analysis, data-cleaning, data-visualization, matplotlib, numpy, pandas, python, sckiit-learn, tableau
• Language: Jupyter Notebook
• Homepage:
• Size: 5.63 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# 🌿 Data Analysis of Spanish & Global Alfalfa International Trade (2003–2024)

This repository focuses on both the analysis and forecasting of the global alfalfa and pellet trade. The first part involves data cleaning, analysis, and visualization of global alfalfa and pellet imports, along with the evolution and trends of Spanish and the four main alfalfa and pellet exporters during the 2003-2023 period. 

## 📊 | **Data Analysis**

  - Title: **Evolution and Trends of Spanish and the Four Leading Alfalfa and Pellet Exporters (2003-2023)**

  - Description: Data cleaning, analysis, & visualization of global alfalfa and pellet imports, as well as the evolution and trends of Spanish and the four main alfalfa and pellet exporters during the period 2003-2024.

  - Folder: **DA**

  - URL: [Portfolio article](https://aleixsanchez.super.site/featured-projects/the-spanish-alfalfa-sector-export-analysis)

  - URL: [New Dashboard](https://public.tableau.com/app/profile/aleix.sanchez/viz/DA_001_ALFALFA/MAIN)

---

## 🔄 | Latest Update (July 2025)

The dashboard has been updated to include:

- ✅ Final trade data for 2023 and provisional estimates for 2024

- ✅ A redesigned interface with clearer comparative visuals

- ✅ Inclusion of France in the exporter analysis, offering a more complete view of the market structure

---

## 🧰 Tools & Technologies

- 📓 Notebooks: **Google Colab / Jupyter**

- 📊 Visualization: **Tableau Public**

- 🐍 Python: `Pandas`, `NumPy`, `Matplotlib`, `Seaborn`, `Scikit-learn`