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1 | 1 | # ET6 Collaborative Data Science Project – Group 06 |
2 | 2 |
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3 | 3 | [](https://github.com/MIT-Emerging-Talent/ET6-CDSP-group-06-repo/actions/workflows/ci-checks.yml) |
| 4 | + |
| 5 | +Welcome to our MIT Emerging Talent Collaborative Data Science Project repository. |
| 6 | + |
| 7 | +This project explores how data science, collaboration, and domain expertise |
| 8 | +intersect to solve real-world problems. We are currently |
| 9 | +in **Milestone 0: Cross-Cultural Collaboration**, focused on building a solid |
| 10 | +foundation for effective teamwork. |
| 11 | + |
| 12 | +--- |
| 13 | + |
| 14 | +## 👋 Meet the Team |
| 15 | + |
| 16 | +We are Group 06 from the 2025 MIT Emerging Talent program. Our team brings |
| 17 | +together diverse perspectives, technical backgrounds, and cultural experiences. |
| 18 | +Through this project, we hope to: |
| 19 | + |
| 20 | +- Strengthen our collaboration skills in a distributed, cross-cultural environment |
| 21 | +- Learn how to design and execute data-driven research as a team |
| 22 | +- Explore real-world applications of data science and contribute meaningful |
| 23 | +insights to a selected domain |
| 24 | + |
| 25 | +Our domain of interest will be defined in Milestone 1. |
| 26 | + |
| 27 | +--- |
| 28 | + |
| 29 | +## 🔍 Project Overview |
| 30 | + |
| 31 | +- **Track:** Collaborative Data Science Project (CDSP) |
| 32 | +- **Team:** Group 06 |
| 33 | +- **Domain of Interest:** _To be defined in Milestone 1_ |
| 34 | +- **Timeline:** May–August 2025 |
| 35 | +- **Status:** 🚧 In progress (Milestone 0) |
| 36 | + |
| 37 | +--- |
| 38 | + |
| 39 | +## 📁 Repository Structure |
| 40 | + |
| 41 | +```bash |
| 42 | +. |
| 43 | +/ |
| 44 | +├── README.md # Project overview and main findings |
| 45 | +├── /collaboration/ # Team norms, strategies, and retrospectives |
| 46 | +├── /notes/ # Shared resources and learning materials |
| 47 | +├── /0_domain_study/ # Domain research and background |
| 48 | +├── /1_datasets/ # Raw and processed datasets |
| 49 | +├── /2_data_preparation/ # Scripts for cleaning and processing data |
| 50 | +├── /3_data_exploration/ # Scripts for initial data understanding |
| 51 | +├── /4_data_analysis/ # Scripts for in-depth analysis |
| 52 | +├── /5_communication_strategy/ # Materials for communicating findings |
| 53 | +└── /6_final_presentation/ # Final presentation materials |
| 54 | +``` |
| 55 | + |
| 56 | +--- |
| 57 | + |
| 58 | +## 🧑🤝🧑 Collaboration Foundation |
| 59 | + |
| 60 | +- 🔹 [Group Norms](collaboration/guide/1_group_norms.md) |
| 61 | +- 🔹 [Communication Plan](collaboration/communication.md) |
| 62 | +- 🔹 [Constraints](collaboration/constraints.md) |
| 63 | +- 🔹 [Learning Goals](collaboration/learning_goals.md) |
| 64 | +- 🔹 [Retrospective (Milestone 0)](collaboration/retrospective.md) |
| 65 | + |
| 66 | +--- |
| 67 | + |
| 68 | +## 🗓️ Project Milestones |
| 69 | + |
| 70 | +| Milestone | Focus | Status | Due Date | |
| 71 | +|----------|------------------------------|---------------|------------| |
| 72 | +| 0 | Cross-Cultural Collaboration | 🟡 In Progress | June 2 | |
| 73 | +| 1 | Problem Identification | ⏳ Upcoming | June 16 | |
| 74 | +| 2 | Data Collection | ⏳ Upcoming | June 30 | |
| 75 | +| 3 | Data Analysis | ⏳ Upcoming | July 21 | |
| 76 | +| 4 | Communicating Results | ⏳ Upcoming | August 11 | |
| 77 | +| 5 | Final Presentation | ⏳ Upcoming | August 25 | |
| 78 | + |
| 79 | +--- |
| 80 | + |
| 81 | +## 🚀 Getting Started (For Contributors) |
| 82 | + |
| 83 | +```bash |
| 84 | +git clone https://github.com/MIT-Emerging-Talent/ET6-CDSP-group-06-repo.git |
| 85 | +cd ET6-CDSP-group-06-repo |
| 86 | +``` |
| 87 | + |
| 88 | +## 🛠️ Development Workflow |
| 89 | + |
| 90 | +Create a new branch for your solution: |
| 91 | + |
| 92 | +```bash |
| 93 | +git checkout -b feature/challenge-name |
| 94 | +``` |
| 95 | + |
| 96 | +- Implement your solution in the solutions directory. |
| 97 | +- Add tests in the tests directory. |
| 98 | +- Submit a pull request for review. |
| 99 | +- Address review feedback. |
| 100 | +- Merge after approval. |
| 101 | +- Read our [CONTRIBUTING.md](CONTRIBUTING.md) for guidelines. |
| 102 | +- CI checks must pass before merging to `main`. |
| 103 | + |
| 104 | +--- |
| 105 | + |
| 106 | +## 👥 Team Members |
| 107 | + |
| 108 | +- [Caesar](https://github.com/CaesarGhazi) ➡️ |
| 109 | +- [Fahed](https://github.com/RandomProjects-db) ➡️ |
| 110 | +- [Tomas](https://github.com/Sufi-to) ➡️ |
| 111 | +- [Terry](https://github.com/terryekoe) ➡️ |
| 112 | +- [Mohamed](https://github.com/MohammadRAlSalloum) ➡️ |
| 113 | +- [Maria](https://github.com/MaRia19280) ➡️ |
| 114 | + |
| 115 | +## 📄 License |
| 116 | + |
| 117 | +This project is licensed under the [MIT License](LICENSE). |
| 118 | + |
| 119 | +--- |
| 120 | + |
| 121 | +> “Coming together is a beginning. Keeping together is progress. Working together |
| 122 | +is success.” – Henry Ford |
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