Initial README.md

README.md

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 license: cc-by-nc-4.0
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+
+# The Capturing and Logging Ecological Virtual Experiences and Reality (CLEVER) — Job Simulator Dataset
+
+This repository consists of data from 95 participants playing the SteamVR game "[Job Simulator](https://store.steampowered.com/app/448280/Job_Simulator/)". We collected data using two VR systems: a Meta Quest 3S and a VIVE XR Elite. Each participant experienced 5 sessions in which they played through the first three tasks in Office Worker, responded to the Fidelity-based Presence Scale and Simulator Sickness Questionnaire, played through the first three tasks in Store Clerk, and then completed the same two questionnaires.
+
+## Features
+
+- **Pose and interaction tracking** — a timestamped CSV with the number of active devices, 3D position (x, y, z), quaternion rotation (x, y, z, w), linear velocity (x, y, z), and angular velocity (x, y, z) for the HMD and both controllers, along with the number of interactions.
+- **Questionnaire data** — Fidelity-based Presence Scale (FPS) and Simulator Sickness Questionnaire (SSQ) responses, each administered twice per session.
+- **Session video recording** — an MP4 recording of each session.
+- **Session metadata** — a `Project_Properties` CSV capturing metadata about the recording session.
+
+## File Hierarchy
+
+```
+<PID>/                                              # 5-digit unique participant identifier, e.g. 10340
+├── JobSimulator_<PID>__1/
+│   ├── Poses/
+│   │   └── Poses_and_Interactions_<Timestamp>.csv     # active device count; HMD + controller position (x,y,z),
+│   │                                                   # rotation (x,y,z,w), linear velocity (x,y,z),
+│   │                                                   # angular velocity (x,y,z); interaction count per timestamp
+│   ├── Questionnaires/
+│   │   ├── <Timestamp>_Fidelity-based Presence Scale.csv     # 2 rows (pre/post administration)
+│   │   └── <Timestamp>_Simulator Sickness Questionnaire.csv  # 2 rows (pre/post administration)
+│   ├── Videos/
+│   │   ├── <Timestamp>_muted.mp4                      # session recording
+│   │   └── transcript/
+│   │       ├── <Timestamp>_corrected.json
+│   │       └── <Timestamp>_corrected.srt
+│   └── Project_Properties_<Timestamp>.csv             # session-level recording metadata
+│
+├── JobSimulator_<PID>__2/
+├── JobSimulator_<PID>__3/
+├── JobSimulator_<PID>__4/
+└── JobSimulator_<PID>__5/
+```
+
+## Citation
+
+If you use this dataset, please cite:
+
+> Qidi J. Wang, Xiaozheng Wang, Akhilesh M. Anand, Veera V. Pala, Rohan V. Penmetsa, and Ryan P. McMahan, "The Capturing and Logging Ecological Virtual Experiences and Reality (CLEVER) — Job Simulator Dataset," *arXiv preprint*, [2026]. Available at: [arXiv link coming soon]