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Pokedex & Combat Prediction Dataset
Data Science and Analytics
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About
Product brings together two complementary Pokémon data sources into a single, unified dataset, available in CSV format. It is designed for building an end-to-end supervised machine learning model for Pokémon battle outcome prediction. By retaining only those Pokémon common to both original sources, the merged dataset provides consistent IDs, names, stats, and battle records. This establishes a solid foundation for accurate, reproducible model training and for developing a polished Pokedex user interface. It is an excellent resource for creating a Pokedex and a battle prediction model.
Columns
The data product includes two main files:
final_pokemon.csv and final_combats.csv.final_pokemon.csv (Contains 16 attributes for each Pokémon)
- #: A unique identifier for the Pokémon (integer).
- Name: The name of the Pokémon (text).
- Type 1: The primary elemental type (e.g., Fire, Water) (text).
- Type 2: The secondary elemental type, which may be empty (text).
- HP: Hit Points, representing health (integer).
- Attack: Physical attack strength (integer).
- Defense: Physical defence capability (integer).
- Sp. Atk: Special attack strength (integer).
- Sp. Def: Special defence ability (integer).
- Speed: Determines the order of moves in battle (integer).
- Generation: The game generation to which the Pokémon belongs (integer).
- Legendary: Indicates whether the Pokémon is legendary (Boolean).
- height: The height of the Pokémon, measured in decimetres (integer).
- weight: The weight of the Pokémon, measured in hectograms (integer).
- base_experience: The base experience points earned (integer).
- sprites: A URL linking to the Pokémon's sprite image (text).
final_combats.csv (Contains 3 attributes for each battle)
- First_pokemon: The identifier of the first Pokémon participating in the battle (integer).
- Second_pokemon: The identifier of the second Pokémon in the battle (integer).
- Winner: The identifier of the Pokémon that emerged victorious from the battle (integer).
Note: Pokémon IDs in this file correspond to the '#' column in
final_pokemon.csv.
Distribution
The dataset is provided in CSV format. It features 697 unique Pokémon entries within
final_pokemon.csv and records 38,054 Pokémon battles in final_combats.csv. The data was created by merging two distinct Pokémon data sources, specifically using an inner join on Pokémon ID and name. This process reduced the initial pool of approximately 800 Pokémon to only those present in both original sources.Usage
This dataset is well-suited for several applications:
- Developing supervised machine learning models to predict the outcomes of Pokémon battles.
- Constructing Pokedex user interfaces.
- Feature engineering, such as creating type effectiveness matrices or analysing move pools.
- Enhancing user interfaces for battle simulations and predictions.
- Training robust supervised learning models using the expanded data coverage.
Coverage
The dataset covers 697 unique Pokémon, derived from entries common to two distinct data sources. While it includes a 'Generation' attribute for each Pokémon, specific geographic or demographic details are not provided beyond the Pokémon universe. It is important to note that some rare or region-exclusive Pokémon may have been excluded if they were only present in one of the original sources. The battle data, simulated using a custom algorithm, simplifies in-game mechanics and does not account for all abilities, items, or weather effects found in the actual games.
License
CC0: Public Domain
Who Can Use It
This dataset is intended for:
- Machine learning engineers and data scientists aiming to build predictive models.
- Software developers designing Pokedex applications or game simulations.
- Academic researchers studying game theory or artificial intelligence in virtual environments.
- The broader Pokémon enthusiast community interested in data analysis and model development.
Dataset Name Suggestions
- Unified Pokémon Battle Data
- Pokedex & Combat Prediction Dataset
- Pokémon Statistics and Battle Records
- Merged Pokémon Data for ML
- Pokémon Trainer's Data Archive
Attributes
Original Data Source: Pokedex & Combat Prediction Dataset
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