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README.md
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---
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license: mit
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tags:
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- infinite-dataset-hub
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- synthetic
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---
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# BaseballPlayerDevelopment
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tags: hitting skills, pitching performance, career longevity
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_Note: This is an AI-generated dataset so its content may be inaccurate or false_
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**Dataset Description:**
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The 'BaseballPlayerDevelopment' dataset focuses on the progression of baseball players with respect to their hitting skills, pitching performance, and career longevity. It contains various features that track the player's performance over time, which could be used for machine learning models predicting player development and success in the sport.
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**CSV Content Preview:**
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```
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player_id,birth_year,birth_state,career_start_year,career_end_year,hitting_accuracy,pitching_wins,pitching_strikeouts,career_length_years,hit_streak_average,home_runs,team_positions
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P12345,1980,California,1999,2015,0.287,150,1800,16,0.32,150,1B/DH
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P12346,1975,Texas,1992,2008,0.310,130,1500,16,0.25,210,2B/SS
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P12347,1982,New York,2000,2018,0.290,180,2200,18,0.35,170,OF/3B
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P12348,1978,Florida,1995,2010,0.270,140,1200,15,0.28,120,C/1B
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P12349,1985,California,2002,2019,0.265,160,1700,17,0.30,100,SS/3B
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```
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In this CSV preview, each row represents a baseball player with their relevant data, including the player's ID, birth year, birth state, career start and end years, hitting accuracy (a measure of the player's hitting skills), pitching wins and strikeouts (a measure of the player's pitching performance), career length in years, average hit streak, total home runs, and the positions the player has played throughout their career. The 'label' column can be used to group players into categories such as 'elite hitters', 'top pitchers', 'career longevity', etc., based on their performance metrics.
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**Source of the data:**
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The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'sports':
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- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=sports&dataset=BaseballPlayerDevelopment&tags=hitting+skills,+pitching+performance,+career+longevity
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- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
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- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
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