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data/README.md

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+---
+license: cc-by-4.0
+configs:
+- config_name: lauzhack-2023
+  data_files:
+  - split: train
+    path: lauzhack-2023/*.parquet
+- config_name: lauzhack-2024
+  data_files:
+  - split: train
+    path: lauzhack-2024/*.parquet
+- config_name: lauzhack-2025
+  data_files:
+  - split: train
+    path: lauzhack-2025/*.parquet
+dataset_info:
+- config_name: lauzhack-2023
+  features:
+  - name: id
+    dtype: int64
+  - name: title
+    dtype: large_string
+  - name: description
+    dtype: large_string
+  - name: url
+    dtype: large_string
+  - name: team
+    list: string
+  - name: awards
+    list: string
+  - name: categories
+    list: string
+  - name: hackathon_name
+    dtype: large_string
+  - name: hackathon_year
+    dtype: int64
+  - name: hackathon_location
+    dtype: large_string
+  splits:
+  - name: train
+    num_bytes: 22974
+    num_examples: 67
+  download_size: 18646
+  dataset_size: 22974
+- config_name: lauzhack-2024
+  features:
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+    dtype: int64
+  - name: title
+    dtype: large_string
+  - name: description
+    dtype: large_string
+  - name: url
+    dtype: large_string
+  - name: team
+    list: string
+  - name: awards
+    list: string
+  - name: categories
+    list: string
+  - name: hackathon_name
+    dtype: large_string
+  - name: hackathon_year
+    dtype: int64
+  - name: hackathon_location
+    dtype: large_string
+  splits:
+  - name: train
+    num_bytes: 28812
+    num_examples: 79
+  download_size: 21747
+  dataset_size: 28812
+- config_name: lauzhack-2025
+  features:
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+    dtype: int64
+  - name: title
+    dtype: large_string
+  - name: description
+    dtype: large_string
+  - name: url
+    dtype: large_string
+  - name: team
+    list: string
+  - name: awards
+    list: string
+  - name: categories
+    list: string
+  - name: hackathon_name
+    dtype: large_string
+  - name: hackathon_year
+    dtype: int64
+  - name: hackathon_location
+    dtype: large_string
+  splits:
+  - name: train
+    num_bytes: 39525
+    num_examples: 67
+  download_size: 28942
+  dataset_size: 39525
+
+tags:
+- hackathon
+- projects
+- sdsc
+---
+
+# LauzHack Projects Dataset
+
+## Dataset Summary
+
+This dataset contains comprehensive information about projects submitted to
+**LauzHack** (EPFL's student-run hackathon) from 2023 to 2025. Each project
+includes details about the project title, description, team members, awards, and
+categories.
+
+LauzHack is an annual 24-hour hackathon hosted at EPFL (École Polytechnique
+Fédérale de Lausanne) in Lausanne, Switzerland, bringing together students and
+hackers to create innovative solutions within a short timeframe.
+
+## Dataset Details
+
+- **License:** CC-BY 4.0 (Creative Commons Attribution)
+- **Language:** English
+- **Data Source:** LauzHack official website and event submissions
+- **Last Updated:** February 2026
+
+## Dataset Structure
+
+### Data Instances
+
+Each instance represents a single hackathon project submission with the
+following fields:
+
+| Field                | Type         | Description                                               |
+| -------------------- | ------------ | --------------------------------------------------------- |
+| `id`                 | int64        | Unique identifier for the project                         |
+| `title`              | string       | Project title/name                                        |
+| `description`        | string       | Project description and overview                          |
+| `url`                | string       | Link to the project (Devpost, GitHub, or project website) |
+| `team`               | list[string] | List of team member names                                 |
+| `awards`             | list[string] | Awards/prizes won by the project                          |
+| `categories`         | list[string] | Project categories (e.g., "Best AI", "Most Creative")     |
+| `hackathon_name`     | string       | Name of the hackathon event                               |
+| `hackathon_year`     | int64        | Year the hackathon took place                             |
+| `hackathon_location` | string       | Location of the hackathon                                 |
+
+### Data Splits
+
+The dataset is available in multiple configurations (subsets) for different
+years:
+
+- **lauzhack-2023**: 67 projects from LauzHack 2023
+- **lauzhack-2024**: 79 projects from LauzHack 2024
+- **lauzhack-2025**: 67 projects from LauzHack 2025
+
+## Usage
+
+### Loading the Dataset
+
+```python
+from datasets import load_dataset
+
+# Load a specific year's data
+dataset = load_dataset("username/lauzhack-projects", "lauzhack-2025")
+
+# Access the training split
+projects = dataset["train"]
+
+# View a sample project
+print(projects[0])
+```
+
+### Example Project
+
+```python
+{
+    "id": 1,
+    "title": "AI-Powered Study Assistant",
+    "description": "An AI chatbot designed to help students with course material...",
+    "url": "https://devpost.com/software/...",
+    "team": ["Alice Dupont", "Bob Mueller"],
+    "awards": ["Best Use of AI"],
+    "categories": ["Machine Learning", "Education Tech", "Open Science"],
+    "hackathon_name": "LauzHack 2025",
+    "hackathon_year": 2025,
+    "hackathon_location": "EPFL, Lausanne, Switzerland"
+}
+```
+
+## Dataset Creation
+
+### Data Collection
+
+Projects were extracted from the LauzHack official website using web scraping
+techniques. The data includes all publicly submitted projects from past events.
+
+### Data Processing
+
+- Projects are cleaned and deduplicated
+- Team members and awards are extracted into list structures
+- URLs are validated and normalized
+- Text fields are preserved in their original language
+
+## Considerations for Using the Data
+
+### Intended Use
+
+- **Academic Research**: Student hackathon trends, innovation patterns
+- **Career Analysis**: Skills and technologies used in recent projects
+- **Event Organization**: Understanding project scope and diversity
+- **Machine Learning**: Training models for project classification and
+  recommendation
+
+### Known Limitations
+
+- Only includes publicly available project data
+- Some projects may have incomplete information (missing descriptions, URLs, or
+  award data)
+- Team member names as submitted (may include pseudonyms)
+- Hackathon location fixed as EPFL; some projects may have had distributed teams
+
+### Ethical Considerations
+
+- All data is from public hackathon submissions
+- Licensed under CC-BY 4.0 (attribution required)
+- No personal information beyond team member names included
+- Respects original project creators' intellectual property
+
+## Citation
+
+If you use this dataset, please cite:
+
+```bibtex
+@dataset{lauzhack_projects_2026,
+  author = {Tir Raazia, Eisha},
+  title = {Hackalysis Dataset 2023-2025},
+  year = {2026},
+  license = {CC-BY-4.0},
+  url = {https://huggingface.co/datasets/username/lauzhack-projects}
+}
+```
+
+## Additional Information
+
+### Related Resources
+
+- [LauzHack Official Website](https://lauzhack.com/)
+- [EPFL Innovation Park](https://www.epfl.ch/)
+- [hackathon-analysis GitHub Repository](https://github.com/sdsc-ordes/open-pulse-hackalysis)
+
+### Dataset Maintenance
+
+This dataset is maintained by the open-pulse-hackalysis project
+
+---

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