pybaseball | Pull current and historical baseball statistics using Python | Analytics library

by jldbc Python Version: 2.2.7 License: MIT

X-Ray Key Features Code Snippets(2)Community Discussions(3)Vulnerabilities Install Support

kandi X-RAY | pybaseball Summary

pybaseball is a Python library typically used in Analytics, Pandas applications. pybaseball has no vulnerabilities, it has build file available, it has a Permissive License and it has medium support. However pybaseball has 1 bugs. You can install using 'pip install pybaseball' or download it from GitHub, PyPI.

Pull current and historical baseball statistics using Python (Statcast, Baseball Reference, FanGraphs)

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Quality

Security

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Support

pybaseball has a medium active ecosystem.

It has 896 star(s) with 271 fork(s). There are 59 watchers for this library.

There were 1 major release(s) in the last 12 months.

There are 37 open issues and 124 have been closed. On average issues are closed in 91 days. There are 18 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of pybaseball is 2.2.7

Quality

pybaseball has 1 bugs (0 blocker, 0 critical, 0 major, 1 minor) and 42 code smells.

Security

pybaseball has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

pybaseball code analysis shows 0 unresolved vulnerabilities.

There are 10 security hotspots that need review.

License

pybaseball is licensed under the MIT License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

pybaseball releases are available to install and integrate.

Deployable package is available in PyPI.

Build file is available. You can build the component from source.

Installation instructions, examples and code snippets are available.

pybaseball saves you 649 person hours of effort in developing the same functionality from scratch.

It has 1507 lines of code, 112 functions and 21 files.

It has low code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

kandi has reviewed pybaseball and discovered the below as its top functions. This is intended to give you an instant insight into pybaseball implemented functionality, and help decide if they suit your requirements.

Return a pandas DataFrame containing the pitching data for a given season
Get information about a player
Download and return a BeautifulSoup object
Download a URL
Fetch data from one or more season
Convert a string to a list of statuses
Safely parse the value
Parse enum value
Creates a swipe chart
Try to parse a value
Try to parse data
Return a list of event files for a given season
Return a pandas DataFrame containing all roster rosters for a given season
Returns a pandas DataFrame with statcast
Takes a pandas dataframe and returns a pandas DataFrame of rolling_counts
Return a pandas DataFrame containing the Retrosheet for a given season
Return season game game logs
Returns a Pandas DataFrame containing the most recent prospects
Get data for team game
Get a list of dates
Return the spin data for a statcast pitch
Reverse a list of player ids
Get a dataframe of players
Get the pitching stats for a given season
Downloads statcast data from a given url
Returns the batting stats for the given season

Get all kandi verified functions for this library.

pybaseball Key Features

No Key Features are available at this moment for pybaseball.

pybaseball Examples and Code Snippets

Change barpolot color in seaborn based on a range of x values (Python)

Python

Lines of Code : 4

License : Strong Copyleft (CC BY-SA 4.0)

Copy

palette=['blue' if val in range(1996,2012) else 'green' if val in range(2012,2018) else 'orange' for val in sorted(df_season_era['Season'].tolist())]

sns.barplot('Season', 'ERA', data=df_season_era, palette=palette)

Pybaseball: Extract standings data and save to disk using pandas

Python

Lines of Code : 46

License : Strong Copyleft (CC BY-SA 4.0)

Copy

from pybaseball import standings
import pandas as pd

data = standings()
print type(data)
print type(data[0])

all_data = pd.concat(data)
print all_data
all_data.to_csv("baseball_data.csv"

Community Discussions

Trending Discussions on pybaseball

Python not recignizing module installed with pip

Change barpolot color in seaborn based on a range of x values (Python)

What does ... mean in Python?

QUESTION

Python not recignizing module installed with pip

Asked 2022-Jan-17 at 17:51

I'm trying to install the pybaseball package to practice learning python with some baseball data. I created a new python project with a python3.9 interpreter. I then installed pybaseball with:

...

ANSWER

Answered 2022-Jan-17 at 17:51

The comments were helpful and installing pybaseball to the python executable for pythonProject4 solves the issue and it is now recognized

Source https://stackoverflow.com/questions/70744536

QUESTION

Change barpolot color in seaborn based on a range of x values (Python)

Asked 2021-Jun-20 at 07:19

I am trying to make a seaborn barplot that plots values (baseball team ERA's) from different years - and then highlight the bars based on the year ranges under different management.

My data frame looks like this:

...

ANSWER

Answered 2021-Jun-19 at 05:16

import numpy as np, matplotlib.pyplot as plt, seaborn as sns
sns.set(style="whitegrid", color_codes=True)

titanic = sns.load_dataset("titanic")
data = titanic.groupby("deck").size()   # data underlying bar plot in question

pal = sns.color_palette("Greens_d", len(data))
rank = data.argsort().argsort()   # http://stackoverflow.com/a/6266510/1628638
sns.barplot(x=data.index, y=data, palette=np.array(pal[::-1])[rank])

plt.show()

Source https://stackoverflow.com/questions/68043827

QUESTION

What does ... mean in Python?

Asked 2021-Apr-14 at 16:29

I am an elementary Python programmer and have been using this module called "Pybaseball" to analyze sabermetrics data. When using this module, I came across a problem when trying to retrieve information from the program. The program reads a CSV file from any baseball stats site and outputs it onto a program for ease of use but the problem is that some of the information is not shown and is instead all replaced with a "...". An example of this is shown:

...

ANSWER

Answered 2021-Apr-14 at 16:29

As the docs states, head() is meant for "quickly testing if your object has the right type of data in it." So, it is expected that some data may not show because it is collapsed.

If you need to analyze the data with more detail you can access specific columns with other methods. For example, using iloc(). You can read more about it here, but essentially you can "ask" for a slice of those columns and then apply a new slice to get only nrows.

Another example would be loc(), docs here. The main difference being that loc() uses labels (column names) to filter data instead of numerical order of columns. You can filter a subset of specific columns and then get a sample of rows from that.

So, to answer your question "..." is pandas's way of collapsing data in order to get a prettier view of the results.

Source https://stackoverflow.com/questions/67094359

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install pybaseball

Pybaseball can be installed via pip:.

Support

So far this has provided a basic overview of what this package can do and how you can use it. For full documentation on available functions and their arguments, see the docs folder.

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