pybaseball | please go | Analytics library
kandi X-RAY | pybaseball Summary
kandi X-RAY | pybaseball Summary
I'm maintaining the original repo now. please go to github.com/jldbc/pybaseball
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Top functions reviewed by kandi - BETA
- Get statcast
- This function is called when a small query is finished
- Convert null columns to numeric values
- Perform a small request
- Creates a flair plot
- Plots league chart
- Given a list of player ids return a list of player ids
- Get lookup table
- Return a list of Retrosheet event files for a given season
- Download text file from url
- Retrieve season game logs
- Read world series logs
- Pull wild card logs from wild card
- Statcast a single game
- Get data for a season
- Fetches statcast search
- Get the statcast pitch for a given season
- Returns a pandas DataFrame containing the most recent prospects
- Returns the batting stats for the given season
- Return a pandas DataFrame of Retrosheet
- Get season and record table
- Returns a Pandas DataFrame of league_batting
- Return a pandas DataFrame of all roster rosters for a given season
- Returns all standings for a given season
- Get season pitching data for a given season
- Get pitching stats for a given season
pybaseball Key Features
pybaseball Examples and Code Snippets
Community Discussions
Trending Discussions on pybaseball
QUESTION
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 17:51The comments were helpful and installing pybaseball to the python executable for pythonProject4 solves the issue and it is now recognized
QUESTION
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 05:16import 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()
QUESTION
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 16:29As 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.
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