increase-bat-speed
Conducted data analysis on hitting metadata csv provided from the Driveline Open Biomechanics GitHub
Science Score: 18.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
○codemeta.json file
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○.zenodo.json file
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○DOI references
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○Academic publication links
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○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (5.3%) to scientific vocabulary
Repository
Conducted data analysis on hitting metadata csv provided from the Driveline Open Biomechanics GitHub
Basic Info
- Host: GitHub
- Owner: travislee7
- Language: Python
- Default Branch: main
- Size: 20.5 KB
Statistics
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
Hitting Metadata Analysis with Matplotlib
This Python program conducts data analysis on hitting metadata provided from the Driveline Open Biomechanics GitHub repository.
Overview
The program reads data from metadata.csv located in the GitHub directory drivelineresearch/openbiomechanics/baseball_hitting/data. It filters the data based on the heights, weights, and highest playing levels of the hitters and records their bat speeds. The program then organizes the data into categories according to these attributes and calculates the average bat speed for each group.
Features
- Reads hitting metadata from metadata.csv.
- Filters and categorizes data by heights, weights, and playing levels.
- Calculates average bat speed for each category.
- Displays results in sentences and bar graphs using the Matplotlib library.
- Uses separate classes for calculating average bat speed for different categories.
Report
A detailed report summarizing the findings of the program's calculations is available below:
https://docs.google.com/document/d/1EOFZfz6Rk6w7HFjhDBZiG30N6pheHbIGmguTkjuieCE/edit?usp=sharing
Owner
- Name: Travis Lee
- Login: travislee7
- Kind: user
- Website: linkedin.com/in/travis-lee-522908240
- Repositories: 1
- Profile: https://github.com/travislee7
Citation (CITATION.bib)
@misc{wasserberger2022obp,
title = {The OpenBiomechanics Project: The open source initiative for anonymized, elite-level athletic motion capture data},
shorttitle = {The OpenBiomechanics Project},
author = {Wasserberger, Kyle W and Brady, Anthony C, Besky David M, Jones BR, and Boddy Kyle J},
date = {2022},
journaltitle = {},
volume = {},
pages = {},
issn = {},
doi = {},
url = {https://github.com/drivelineresearch/openbiomechanics},
urldate = {},
abstract = {},
number = {}
}