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--- |
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language: |
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- multilingual |
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license: |
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- cc-by-nc-sa-4.0 |
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multilinguality: |
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- multilingual |
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size_categories: |
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- 1M<n<10M |
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source_datasets: |
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- original |
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task_categories: |
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- text-generation |
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- structure-prediction |
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- object-detection |
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- text-mining |
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- information-retrieval |
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- other |
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task_ids: [] |
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pretty_name: Mario Maker 2 users |
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tags: [] |
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--- |
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# Mario Maker 2 users |
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Part of the [Mario Maker 2 Dataset Collection](https://tgrcode.com/posts/mario_maker_2_datasets) |
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## Dataset Description |
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The Mario Maker 2 users dataset consists of 6 million users from Nintendo's online service totaling around 1.2GB of data. The dataset was created using the self-hosted [Mario Maker 2 api](https://tgrcode.com/posts/mario_maker_2_api) over the course of 1 month in February 2022. |
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### How to use it |
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The Mario Maker 2 users dataset is a very large dataset so for most use cases it is recommended to make use of the streaming API of `datasets`. You can load and iterate through the dataset with the following code: |
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```python |
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from datasets import load_dataset |
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ds = load_dataset("TheGreatRambler/mm2_user", streaming=True, split="train") |
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print(next(iter(ds))) |
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#OUTPUT: |
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{ |
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'pid': '14608829447232141607', |
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'data_id': 1, |
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'region': 0, |
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'name': 'げんまい', |
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'country': 'JP', |
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'last_active': 1578384457, |
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'mii_data': [some binary data], |
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'mii_image': '000f165d6574777a7881949e9da1acc1cac7cacad3dad9e0eff2f9faf900430a151c25384258637084878e8b96a0b0', |
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'pose': 0, |
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'hat': 0, |
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'shirt': 0, |
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'pants': 0, |
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'wearing_outfit': 0, |
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'courses_played': 12, |
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'courses_cleared': 10, |
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'courses_attempted': 23, |
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'courses_deaths': 13, |
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'likes': 0, |
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'maker_points': 0, |
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'easy_highscore': 0, |
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'normal_highscore': 0, |
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'expert_highscore': 0, |
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'super_expert_highscore': 0, |
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'versus_rating': 0, |
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'versus_rank': 1, |
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'versus_won': 0, |
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'versus_lost': 1, |
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'versus_win_streak': 0, |
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'versus_lose_streak': 1, |
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'versus_plays': 1, |
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'versus_disconnected': 0, |
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'coop_clears': 1, |
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'coop_plays': 1, |
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'recent_performance': 1383, |
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'versus_kills': 0, |
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'versus_killed_by_others': 0, |
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'multiplayer_unk13': 286, |
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'multiplayer_unk14': 5999927, |
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'first_clears': 0, |
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'world_records': 0, |
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'unique_super_world_clears': 0, |
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'uploaded_levels': 0, |
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'maximum_uploaded_levels': 100, |
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'weekly_maker_points': 0, |
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'last_uploaded_level': 1561555201, |
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'is_nintendo_employee': 0, |
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'comments_enabled': 1, |
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'tags_enabled': 0, |
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'super_world_id': '', |
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'unk3': 0, |
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'unk12': 0, |
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'unk16': 0 |
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} |
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``` |
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Each row is a unique play in the level denoted by the `data_id` done by the player denoted by the `pid`, `pid` is a 64 bit integer stored within a string from database limitations. `cleared` and `liked` denote if the player successfully cleared the level during their play and/or liked the level during their play. Every level has only one unique play per player. |
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Each row is a unique user associated denoted by the `pid`. `data_id` is not used by Nintendo but, like levels, it counts up sequentially and can be used to determine account age. `mii_data` is a `charinfo` type Switch Mii. `mii_image` can be used with Nintendo's online studio API to generate images: |
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```python |
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from datasets import load_dataset |
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ds = load_dataset("TheGreatRambler/mm2_user", streaming=True, split="train") |
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mii_image = next(iter(ds))["mii_image"] |
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print("Face: https://studio.mii.nintendo.com/miis/image.png?data=%s&type=face&width=512&instanceCount=1" % mii_image) |
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print("Body: https://studio.mii.nintendo.com/miis/image.png?data=%s&type=all_body&width=512&instanceCount=1" % mii_image) |
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print("Face (x16): https://studio.mii.nintendo.com/miis/image.png?data=%s&type=face&width=512&instanceCount=16" % mii_image) |
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print("Body (x16): https://studio.mii.nintendo.com/miis/image.png?data=%s&type=all_body&width=512&instanceCount=16" % mii_image) |
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``` |
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`pose`, `hat`, `shirt` and `pants` has associated enums described below. `last_active` and `last_uploaded_level` are UTC timestamps. `super_world_id`, if not empty, provides the ID of a super world in `TheGreatRambler/mm2_world`. |
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You can also download the full dataset. Note that this will download ~1.2GB: |
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```python |
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ds = load_dataset("TheGreatRambler/mm2_user", split="train") |
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``` |
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## Data Structure |
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### Data Instances |
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```python |
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{ |
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'pid': '14608829447232141607', |
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'data_id': 1, |
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'region': 0, |
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'name': 'げんまい', |
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'country': 'JP', |
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'last_active': 1578384457, |
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'mii_data': [some binary data], |
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'mii_image': '000f165d6574777a7881949e9da1acc1cac7cacad3dad9e0eff2f9faf900430a151c25384258637084878e8b96a0b0', |
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'pose': 0, |
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'hat': 0, |
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'shirt': 0, |
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'pants': 0, |
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'wearing_outfit': 0, |
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'courses_played': 12, |
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'courses_cleared': 10, |
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'courses_attempted': 23, |
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'courses_deaths': 13, |
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'likes': 0, |
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'maker_points': 0, |
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'easy_highscore': 0, |
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'normal_highscore': 0, |
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'expert_highscore': 0, |
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'super_expert_highscore': 0, |
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'versus_rating': 0, |
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'versus_rank': 1, |
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'versus_won': 0, |
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'versus_lost': 1, |
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'versus_win_streak': 0, |
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'versus_lose_streak': 1, |
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'versus_plays': 1, |
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'versus_disconnected': 0, |
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'coop_clears': 1, |
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'coop_plays': 1, |
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'recent_performance': 1383, |
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'versus_kills': 0, |
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'versus_killed_by_others': 0, |
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'multiplayer_unk13': 286, |
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'multiplayer_unk14': 5999927, |
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'first_clears': 0, |
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'world_records': 0, |
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'unique_super_world_clears': 0, |
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'uploaded_levels': 0, |
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'maximum_uploaded_levels': 100, |
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'weekly_maker_points': 0, |
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'last_uploaded_level': 1561555201, |
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'is_nintendo_employee': 0, |
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'comments_enabled': 1, |
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'tags_enabled': 0, |
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'super_world_id': '', |
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'unk3': 0, |
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'unk12': 0, |
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'unk16': 0 |
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} |
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``` |
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### Data Fields |
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|Field|Type|Description| |
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|---|---|---| |
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|pid|string|The player ID of this user, an unsigned 64 bit integer as a string| |
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|data_id|int|The data ID of this user, while not used internally user codes are generated using this| |
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|region|int|User region, enum below| |
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|name|string|User name| |
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|country|string|User country as a 2 letter ALPHA-2 code| |
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|last_active|int|UTC timestamp of when this user was last active, not known what constitutes active| |
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|mii_data|bytes|The CHARINFO blob of this user's Mii| |
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|mii_image|string|A string that can be fed into Nintendo's studio API to generate an image| |
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|pose|int|Pose, enum below| |
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|hat|int|Hat, enum below| |
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|shirt|int|Shirt, enum below| |
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|pants|int|Pants, enum below| |
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|wearing_outfit|bool|Whether this user is wearing pants| |
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|courses_played|int|How many courses this user has played| |
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|courses_cleared|int|How many courses this user has cleared| |
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|courses_attempted|int|How many courses this user has attempted| |
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|courses_deaths|int|How many times this user has died| |
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|likes|int|How many likes this user has recieved| |
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|maker_points|int|Maker points| |
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|easy_highscore|int|Easy highscore| |
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|normal_highscore|int|Normal highscore| |
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|expert_highscore|int|Expert highscore| |
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|super_expert_highscore|int|Super expert high score| |
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|versus_rating|int|Versus rating| |
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|versus_rank|int|Versus rank, enum below| |
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|versus_won|int|How many courses this user has won in versus| |
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|versus_lost|int|How many courses this user has lost in versus| |
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|versus_win_streak|int|Versus win streak| |
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|versus_lose_streak|int|Versus lose streak| |
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|versus_plays|int|Versus plays| |
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|versus_disconnected|int|Times user has disconnected in versus| |
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|coop_clears|int|Coop clears| |
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|coop_plays|int|Coop plays| |
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|recent_performance|int|Unknown variable relating to versus performance| |
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|versus_kills|int|Kills in versus, unknown what activities constitute a kill| |
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|versus_killed_by_others|int|Deaths in versus from other users, little is known about what activities constitute a death| |
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|multiplayer_unk13|int|Unknown, relating to multiplayer| |
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|multiplayer_unk14|int|Unknown, relating to multiplayer| |
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|first_clears|int|First clears| |
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|world_records|int|World records| |
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|unique_super_world_clears|int|Super world clears| |
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|uploaded_levels|int|Number of uploaded levels| |
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|maximum_uploaded_levels|int|Maximum number of levels this user may upload| |
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|weekly_maker_points|int|Weekly maker points| |
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|last_uploaded_level|int|UTC timestamp of when this user last uploaded a level| |
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|is_nintendo_employee|bool|Whether this user is an official Nintendo account| |
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|comments_enabled|bool|Whether this user has comments enabled on their levels| |
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|tags_enabled|bool|Whether this user has tags enabled on their levels| |
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|super_world_id|string|The ID of this user's super world, blank if they do not have one| |
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|unk3|int|Unknown| |
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|unk12|int|Unknown| |
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|unk16|int|Unknown| |
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### Data Splits |
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The dataset only contains a train split. |
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## Enums |
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The dataset contains some enum integer fields. This can be used to convert back to their string equivalents: |
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```python |
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Regions = { |
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0: "Asia", |
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1: "Americas", |
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2: "Europe", |
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3: "Other" |
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} |
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MultiplayerVersusRanks = { |
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1: "D", |
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2: "C", |
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3: "B", |
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4: "A", |
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5: "S", |
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6: "S+" |
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} |
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UserPose = { |
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0: "Normal", |
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15: "Fidgety", |
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17: "Annoyed", |
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18: "Buoyant", |
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19: "Thrilled", |
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20: "Let's go!", |
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21: "Hello!", |
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29: "Show-Off", |
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31: "Cutesy", |
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39: "Hyped!" |
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} |
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UserHat = { |
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0: "None", |
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1: "Mario Cap", |
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2: "Luigi Cap", |
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4: "Mushroom Hairclip", |
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5: "Bowser Headpiece", |
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8: "Princess Peach Wig", |
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11: "Builder Hard Hat", |
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12: "Bowser Jr. Headpiece", |
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13: "Pipe Hat", |
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15: "Cat Mario Headgear", |
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16: "Propeller Mario Helmet", |
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17: "Cheep Cheep Hat", |
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18: "Yoshi Hat", |
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21: "Faceplant", |
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22: "Toad Cap", |
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23: "Shy Cap", |
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24: "Magikoopa Hat", |
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25: "Fancy Top Hat", |
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26: "Doctor Headgear", |
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27: "Rocky Wrench Manhold Lid", |
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28: "Super Star Barrette", |
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29: "Rosalina Wig", |
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30: "Fried-Chicken Headgear", |
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31: "Royal Crown", |
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32: "Edamame Barrette", |
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33: "Superball Mario Hat", |
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34: "Robot Cap", |
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35: "Frog Cap", |
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36: "Cheetah Headgear", |
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37: "Ninji Cap", |
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38: "Super Acorn Hat", |
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39: "Pokey Hat", |
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40: "Snow Pokey Hat" |
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} |
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UserShirt = { |
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0: "Nintendo Shirt", |
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1: "Mario Outfit", |
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2: "Luigi Outfit", |
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3: "Super Mushroom Shirt", |
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5: "Blockstripe Shirt", |
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8: "Bowser Suit", |
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12: "Builder Mario Outfit", |
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13: "Princess Peach Dress", |
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16: "Nintendo Uniform", |
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17: "Fireworks Shirt", |
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19: "Refreshing Shirt", |
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21: "Reset Dress", |
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22: "Thwomp Suit", |
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23: "Slobbery Shirt", |
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26: "Cat Suit", |
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27: "Propeller Mario Clothes", |
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28: "Banzai Bill Shirt", |
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29: "Staredown Shirt", |
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31: "Yoshi Suit", |
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33: "Midnight Dress", |
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34: "Magikoopa Robes", |
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35: "Doctor Coat", |
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37: "Chomp-Dog Shirt", |
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38: "Fish Bone Shirt", |
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40: "Toad Outfit", |
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41: "Googoo Onesie", |
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42: "Matrimony Dress", |
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43: "Fancy Tuxedo", |
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44: "Koopa Troopa Suit", |
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45: "Laughing Shirt", |
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46: "Running Shirt", |
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47: "Rosalina Dress", |
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49: "Angry Sun Shirt", |
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50: "Fried-Chicken Hoodie", |
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51: "? Block Hoodie", |
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52: "Edamame Camisole", |
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53: "I-Like-You Camisole", |
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54: "White Tanktop", |
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55: "Hot Hot Shirt", |
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56: "Royal Attire", |
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57: "Superball Mario Suit", |
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59: "Partrick Shirt", |
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60: "Robot Suit", |
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61: "Superb Suit", |
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62: "Yamamura Shirt", |
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63: "Princess Peach Tennis Outfit", |
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64: "1-Up Hoodie", |
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65: "Cheetah Tanktop", |
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66: "Cheetah Suit", |
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67: "Ninji Shirt", |
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68: "Ninji Garb", |
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69: "Dash Block Hoodie", |
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70: "Fire Mario Shirt", |
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71: "Raccoon Mario Shirt", |
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72: "Cape Mario Shirt", |
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73: "Flying Squirrel Mario Shirt", |
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74: "Cat Mario Shirt", |
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75: "World Wear", |
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76: "Koopaling Hawaiian Shirt", |
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77: "Frog Mario Raincoat", |
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78: "Phanto Hoodie" |
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} |
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UserPants = { |
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0: "Black Short-Shorts", |
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1: "Denim Jeans", |
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5: "Denim Skirt", |
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8: "Pipe Skirt", |
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9: "Skull Skirt", |
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10: "Burner Skirt", |
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11: "Cloudwalker", |
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12: "Platform Skirt", |
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13: "Parent-and-Child Skirt", |
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17: "Mario Swim Trunks", |
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22: "Wind-Up Shoe", |
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23: "Hoverclown", |
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24: "Big-Spender Shorts", |
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25: "Shorts of Doom!", |
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26: "Doorduroys", |
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27: "Antsy Corduroys", |
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28: "Bouncy Skirt", |
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29: "Stingby Skirt", |
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31: "Super Star Flares", |
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32: "Cheetah Runners", |
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33: "Ninji Slacks" |
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} |
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# Checked against user's shirt |
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UserIsOutfit = { |
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0: False, |
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1: True, |
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2: True, |
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3: False, |
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5: False, |
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8: True, |
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12: True, |
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13: True, |
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16: False, |
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17: False, |
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19: False, |
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21: True, |
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22: True, |
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23: False, |
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26: True, |
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27: True, |
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28: False, |
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29: False, |
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31: True, |
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33: True, |
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34: True, |
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35: True, |
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37: False, |
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38: False, |
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40: True, |
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41: True, |
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42: True, |
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43: True, |
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44: True, |
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45: False, |
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46: False, |
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47: True, |
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49: False, |
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50: False, |
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51: False, |
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52: False, |
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53: False, |
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54: False, |
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55: False, |
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56: True, |
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57: True, |
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59: False, |
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60: True, |
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61: True, |
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62: False, |
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63: True, |
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64: False, |
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65: False, |
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66: True, |
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67: False, |
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68: True, |
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69: False, |
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70: False, |
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71: False, |
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72: False, |
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73: False, |
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74: False, |
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75: True, |
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76: False, |
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77: True, |
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78: False |
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} |
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``` |
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<!-- TODO create detailed statistics --> |
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## Dataset Creation |
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The dataset was created over a little more than a month in Febuary 2022 using the self hosted [Mario Maker 2 api](https://tgrcode.com/posts/mario_maker_2_api). As requests made to Nintendo's servers require authentication the process had to be done with upmost care and limiting download speed as to not overload the API and risk a ban. There are no intentions to create an updated release of this dataset. |
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## Considerations for Using the Data |
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The dataset consists of many different Mario Maker 2 players globally and as such their names could contain harmful language. Harmful depictions could also be present in their Miis, should you choose to render it. |
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