Datasets:
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README.md
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## Dataset Summary
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**[Massive-STEPS](https://github.com/cruiseresearchgroup/Massive-STEPS)** is a large-scale dataset of semantic trajectories intended for understanding POI check-ins. The dataset is derived from the [Semantic Trails Dataset](https://github.com/D2KLab/semantic-trails) and [Foursquare Open Source Places](https://huggingface.co/datasets/foursquare/fsq-os-places), and includes check-in data from
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| **City** | **URL** |
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| Beijing 🇨🇳 | [🤗](https://huggingface.co/datasets/cruiseresearchgroup/Massive-STEPS-Beijing/) |
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| Istanbul 🇹🇷 | [🤗](https://huggingface.co/datasets/cruiseresearchgroup/Massive-STEPS-Istanbul/) |
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| Jakarta 🇮🇩 | [🤗](https://huggingface.co/datasets/cruiseresearchgroup/Massive-STEPS-Jakarta/) |
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| Melbourne 🇦🇺 | [🤗](https://huggingface.co/datasets/cruiseresearchgroup/Massive-STEPS-Melbourne/) |
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| Moscow 🇷🇺 | [🤗](https://huggingface.co/datasets/cruiseresearchgroup/Massive-STEPS-Moscow/) |
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| New York 🇺🇸 | [🤗](https://huggingface.co/datasets/cruiseresearchgroup/Massive-STEPS-New-York/) |
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| Petaling Jaya 🇲🇾 | [🤗](https://huggingface.co/datasets/cruiseresearchgroup/Massive-STEPS-Petaling-Jaya/) |
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| São Paulo 🇧🇷 | [🤗](https://huggingface.co/datasets/cruiseresearchgroup/Massive-STEPS-Sao-Paulo/) |
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| Shanghai 🇨🇳 | [🤗](https://huggingface.co/datasets/cruiseresearchgroup/Massive-STEPS-Shanghai/) |
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| Sydney 🇦🇺 | [🤗](https://huggingface.co/datasets/cruiseresearchgroup/Massive-STEPS-Sydney/) |
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| Tokyo 🇯🇵 | [🤗](https://huggingface.co/datasets/cruiseresearchgroup/Massive-STEPS-Tokyo/) |
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### Dataset Sources
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## Dataset Summary
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**[Massive-STEPS](https://github.com/cruiseresearchgroup/Massive-STEPS)** is a large-scale dataset of semantic trajectories intended for understanding POI check-ins. The dataset is derived from the [Semantic Trails Dataset](https://github.com/D2KLab/semantic-trails) and [Foursquare Open Source Places](https://huggingface.co/datasets/foursquare/fsq-os-places), and includes check-in data from 15 cities across 10 countries. The dataset is designed to facilitate research in various domains, including trajectory prediction, POI recommendation, and urban modeling. Massive-STEPS emphasizes the importance of geographical diversity, scale, semantic richness, and reproducibility in trajectory datasets.
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| **City** | **URL** |
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| --------------- | :---------------------------------------------------------------------: |
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| Bandung 🇮🇩 | [🤗](https://huggingface.co/datasets/CRUISEResearchGroup/Massive-STEPS-Bandung/) |
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| Beijing 🇨🇳 | [🤗](https://huggingface.co/datasets/cruiseresearchgroup/Massive-STEPS-Beijing/) |
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| Istanbul 🇹🇷 | [🤗](https://huggingface.co/datasets/cruiseresearchgroup/Massive-STEPS-Istanbul/) |
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| Jakarta 🇮🇩 | [🤗](https://huggingface.co/datasets/cruiseresearchgroup/Massive-STEPS-Jakarta/) |
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| Melbourne 🇦🇺 | [🤗](https://huggingface.co/datasets/cruiseresearchgroup/Massive-STEPS-Melbourne/) |
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| Moscow 🇷🇺 | [🤗](https://huggingface.co/datasets/cruiseresearchgroup/Massive-STEPS-Moscow/) |
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| New York 🇺🇸 | [🤗](https://huggingface.co/datasets/cruiseresearchgroup/Massive-STEPS-New-York/) |
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| Palembang 🇮🇩 | [🤗](https://huggingface.co/datasets/CRUISEResearchGroup/Massive-STEPS-Palembang/) |
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| Petaling Jaya 🇲🇾 | [🤗](https://huggingface.co/datasets/cruiseresearchgroup/Massive-STEPS-Petaling-Jaya/) |
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| São Paulo 🇧🇷 | [🤗](https://huggingface.co/datasets/cruiseresearchgroup/Massive-STEPS-Sao-Paulo/) |
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| Shanghai 🇨🇳 | [🤗](https://huggingface.co/datasets/cruiseresearchgroup/Massive-STEPS-Shanghai/) |
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| Sydney 🇦🇺 | [🤗](https://huggingface.co/datasets/cruiseresearchgroup/Massive-STEPS-Sydney/) |
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| Tangerang 🇮🇩 | [🤗](https://huggingface.co/datasets/CRUISEResearchGroup/Massive-STEPS-Tangerang/) |
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| Tokyo 🇯🇵 | [🤗](https://huggingface.co/datasets/cruiseresearchgroup/Massive-STEPS-Tokyo/) |
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### Dataset Sources
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