nathanblumenfeld / collegebaseball Goto Github PK

An open-source college baseball analysis package for Python. Includes functionality for data acquisition and calculation of advanced metrics.

Home Page: https://collegebaseball.readthedocs.io/en/latest/index.html

License: MIT License

Python 2.78% Jupyter Notebook 97.22%

sabermetrics baseball baseball-analytics ncaa sports sports-analytics baseball-statistics baseball-data

collegebaseball's Introduction

Hi there! I'm Nathan, a Senior at Cornell.

I've done some work to increase access to college baseball data. You can read a bit about it here

an open-source Python package for college baseball data acquisition and analysis.

a companion web application

collegebaseball's People

Contributors

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bhigh17 josephderwin armstjc 0x676f64 jitmachine ivoryshoulder buphnezz smomara bootanalytics

collegebaseball's Issues

Package install fails when running "pip install git+https://github.com/nathanblumenfeld/collegebaseball" on Visual Studio

Code output when run:

----- Installing 'git+https://github.com/nathanblumenfeld/collegebaseball' -----
Collecting git+https://github.com/nathanblumenfeld/collegebaseball
  Cloning https://github.com/nathanblumenfeld/collegebaseball to c:\users\xme10\appdata\local\temp\pip-req-build-p_5ph3sy
  Running command git clone --filter=blob:none --quiet https://github.com/nathanblumenfeld/collegebaseball 'C:\Users\xme10\AppData\Local\Temp\pip-req-build-p_5ph3sy'
  Resolved https://github.com/nathanblumenfeld/collegebaseball to commit 76746c4ceed6cde9406cbcc6e637df7b0e35147e
  Preparing metadata (setup.py): started
  Preparing metadata (setup.py): finished with status 'done'
Requirement already satisfied: pandas in c:\program files (x86)\microsoft visual studio\shared\python39_64\lib\site-packages (from collegebaseball==1.0.0a0) (1.4.1)
Requirement already satisfied: numpy in c:\program files (x86)\microsoft visual studio\shared\python39_64\lib\site-packages (from collegebaseball==1.0.0a0) (1.22.3)
Requirement already satisfied: requests in c:\program files (x86)\microsoft visual studio\shared\python39_64\lib\site-packages (from collegebaseball==1.0.0a0) (2.27.1)
Requirement already satisfied: lxml in c:\program files (x86)\microsoft visual studio\shared\python39_64\lib\site-packages (from collegebaseball==1.0.0a0) (4.8.0)
Collecting bs4
  Using cached bs4-0.0.1-py3-none-any.whl
Collecting importlib
  Using cached importlib-1.0.4.zip (7.1 kB)
  Preparing metadata (setup.py): started
  Preparing metadata (setup.py): finished with status 'error'
  error: subprocess-exited-with-error
  
  python setup.py egg_info did not run successfully.
  exit code: 1
  
  [1 lines of output]
  ERROR: Can not execute `setup.py` since setuptools is not available in the build environment.
  [end of output]
  
  note: This error originates from a subprocess, and is likely not a problem with pip.
error: metadata-generation-failed
Encountered error while generating package metadata.
See above for output.
note: This is an issue with the package mentioned above, not pip.
hint: See above for details.
----- Failed to install 'git+https://github.com/nathanblumenfeld/collegebaseball' -----

2023 Hitting and Pitching Split Stat IDs

available_stat_id = ncaa_utils.available_stat_ids[variant][season][split] currently fails for 2023 split stats. I pulled the NCAA's split stat IDs in a dictionary format.

batting:

 2023: {
  'two_outs': '17280',
  'vs_RH': '17281',
  'runners_on': '17286',
  'with_RISP': '17293',
  'vs_LH': '17288',
  'bases_empty': '17294',
  'bases_loaded': '17295'
}

pitching:

2023: {
  'runners_on': '17297',
  'vs_LH': '17298',
  'two_outs': '17299',
  'bases_empty': '17300',
  'with_RISP': '17301',
  'bases_loaded': '17304',
  'vs_RH': '17305'
}

TypeError: 'type' object is not subscriptable

Installed the package with pip. When trying to import the package in Juyter i get the following error. Is this m\on my end or an issue with the package?

import numpy as np from collegebaseball import * import pandas as pd import plotly.express as px import plotly.graph_objects as go from plotly.subplots import make_subplots import plotly.offline as pyo pyo.init_notebook_mode()

TypeError Traceback (most recent call last)
in
1 import numpy as np
----> 2 from collegebaseball import *
3 import pandas as pd
4 import plotly.express as px
5 import plotly.graph_objects as go

~/opt/anaconda3/lib/python3.8/site-packages/collegebaseball/init.py in
18 get_rosters_path, get_rosters_table,
19 get_season_linear_weights
---> 20 from .download_utils import download_rosters,
21 download_player_game_logs, download_season_rosters,
22 download_team_results, download_team_stats, \

~/opt/anaconda3/lib/python3.8/site-packages/collegebaseball/download_utils.py in
18
19
---> 20 def download_rosters(seasons: list[int], divisions: list[int], save=True):
21 res = pd.DataFrame()
22 failures = []