DataFrames, type-safety, and plotting for modern baseball analytics.
Project description
MLB Data Tools
DataFrames, type-safety, and plotting for modern baseball analytics.
Philosophy & Goals
- Expose useful endpoints and datasets (Savant Player Pages, OAA data by play, pitch by pitch statcast)
- Defined data schema/types
- Easily convert to DataFrames
Example Usage
from mlbdatafetch import mlbfetch
all_players = mlbfetch.players(sport_id=1, season=2024)
player = all_players[0]
print(player.full_name, player.primary_position_code)
players_df = all_players.to_df()
players_df.head(1)
Andrew Abbot P
| id | full_name | first_name | last_name | primary_number | ... | |
|---|---|---|---|---|---|---|
| 0 | 671096 | Andrew Abbot | Andrew | Abbot | 41 | ... |
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mlbdatatools-0.1.4.tar.gz
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