Ishita95-AIML/Malawi-National-Football-Team-Matches

Malawi National Football Team Matches # Malawi-National-Football-Team-Matches # ⚽ Malawi National Football Team Matches Welcome to **Malawi National Football Team Matches**! This dataset contains historical and recent match records of the Malawi national football team, providing insights into performance trends, opponents, and tournament participation. ## 📌 Dataset Overview - 🏆 **Match History:** Covers international fixtures, friendlies, and competitive tournaments - 📊 **Performance Metrics:** Goals scored, possession percentage, and team stats - 🌍 **Opponent Analysis:** Results against different national teams - 📅 **Time Span:** Includes matches from various seasons ## 📂 Data Format The dataset is provided in CSV format with the following key attributes: - `Date` – Match date (YYYY-MM-DD) - `Opponent` – Name of the opposing team - `Competition` – Tournament or match type - `Score` – Final score of the match - `Home/Away` – Whether Malawi played at home or away - `Possession (%)` – Percentage of ball possession - `Shots on Goal` – Number of shots on target ## 🔧 Installation Clone the repository to start exploring the dataset: ```bash git clone github.com cd Malawi-National-Football-Team-Matches  Load the dataset using Python: import pandas as pd data = pd.read_csv("Malawi_Football_Matches.csv") print(data.head()) 📊 Applications - Performance Analysis: Study team trends across seasons - Opponent Comparisons: Evaluate results against specific teams - Match Predictions: Apply machine learning for outcome forecasting 🤝 Contributions We welcome contributions! If you have additional match data or insights, feel free to submit a pull request. 📜 License This project is licensed under the MIT License. See the LICENSE file for details