| # Ropedia Xperience-10M Data Explorer Analysis |
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| Generated: 2026-06-23T11:37:29Z |
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| This report summarizes three data scopes without mixing them: the official public sample episode, the selected 128-episode public-safe feature surface, and authenticated metadata for the Hugging Face-hosted gated full dataset. |
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| ## Scope Summary |
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| | Scope | Episodes | Rows / windows | Storage view | Notes | |
| |---|---:|---:|---:|---| |
| | Public sample | 1 | 1,161 | 4.76 GiB | Raw sample files are playable or source-linked. | |
| | Selected 128 | 128 | 34,269 | 277.71 GiB | Public-safe matrices and window manifests, not raw redistribution. | |
| | Full HF dataset | 12,103 episode-like folders | 3,098,112 projected rows at 256/episode | 24.63 TiB | Gated upstream file metadata only. | |
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| ## Public Sample |
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| - 5,821 frames at about 20.00 fps. |
| - 1,161 aligned 20-frame windows with 5-frame stride. |
| - 8,546 model-input dimensions across 7 modality groups. |
| - 35 action segments and 34 object labels in the derived explorer. |
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| ## Selected 128 Episodes |
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| - Split: train 96, val 16, test 16 episodes. |
| - Size bands: short 32, lower_mid 32, upper_mid 32, long 32. |
| - Qwen3-Omni v6 multiscale export: 34,269 rows. |
| - Dense multiscale compact export: 106,095 rows. |
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| ## Hugging Face Full Dataset Metadata |
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| - Repo: Hugging Face gated dataset `ropedia-ai/xperience-10m` at `ce943cf271a758b60240084892d05cf6dc12dd90`. |
| - Scope note: this is the HF-hosted full dataset version and file-listing metadata, not a local raw-data mirror. |
| - 85,257 files excluding `.gitattributes`. |
| - 12,102 complete episode folders (99.9917%). |
| - 72,612 MP4 files and 12,103 `annotation.hdf5` files. |
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| ## Generated Charts |
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| - Scope ladder: `assets/charts/data_explorer_scope_ladder.svg` |
| - Public sample feature dimensions: `assets/charts/data_explorer_sample_feature_modalities.svg` |
| - Public sample action distribution: `assets/charts/data_explorer_sample_action_distribution.svg` |
| - Selected-128 split rows: `assets/charts/data_explorer_selected128_split_rows.svg` |
| - Hugging Face full dataset file composition: `assets/charts/data_explorer_full_file_composition.svg` |
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