Created
July 20, 2021 21:45
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2021 MLB Spin Rate
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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 34, | |
"id": "declared-camera", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"import pybaseball\n", | |
"from pybaseball import statcast\n", | |
"import matplotlib.pyplot as plt\n", | |
"import numpy as np\n", | |
"import seaborn as sns\n", | |
"from matplotlib.ticker import (MultipleLocator, FormatStrFormatter,\n", | |
" AutoMinorLocator)\n", | |
"import warnings\n", | |
"\n", | |
"warnings.filterwarnings('ignore')\n", | |
"warnings.simplefilter(action='ignore', category=FutureWarning)\n", | |
"pybaseball.cache.enable()" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 35, | |
"id": "unnecessary-mailman", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"This is a large query, it may take a moment to complete\n" | |
] | |
}, | |
{ | |
"name": "stderr", | |
"output_type": "stream", | |
"text": [ | |
" 0%| | 0/127 [00:00<?, ?it/s]" | |
] | |
}, | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"Skipping offseason dates\n" | |
] | |
}, | |
{ | |
"name": "stderr", | |
"output_type": "stream", | |
"text": [ | |
"100%|██████████| 127/127 [00:01<00:00, 70.95it/s]\n" | |
] | |
} | |
], | |
"source": [ | |
"data = statcast(start_dt='2021-01-01', end_dt='2021-12-31')\n", | |
"data = data.dropna(subset=['release_spin_rate'])" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "electronic-norwegian", | |
"metadata": {}, | |
"source": [ | |
"### Release Spin Rate" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 36, | |
"id": "eligible-stone", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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\n", | |
"text/plain": [ | |
"<Figure size 1368x504 with 1 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"fig, ax = plt.subplots()\n", | |
"x = data['game_date']\n", | |
"y = data['release_spin_rate']\n", | |
"\n", | |
"p1 = sns.lineplot(x, y, linewidth = 3, aa = True)\n", | |
"\n", | |
"bigfont = {'family': 'sans-serif',\n", | |
" 'color': 'black',\n", | |
" 'weight': 'normal',\n", | |
" 'size': 16,\n", | |
" }\n", | |
"\n", | |
"smallfont = {'family': 'sans-serif',\n", | |
" 'color': 'black',\n", | |
" 'weight': 'normal',\n", | |
" 'size': 12,\n", | |
" }\n", | |
"\n", | |
"plt.grid(b = True, which = 'major', axis = 'y', color='grey', linewidth=.5)\n", | |
"\n", | |
"\n", | |
"fig.set_size_inches(19, 7)\n", | |
"ax.set(xlabel='Game Date', ylabel='Release Spin Rate')\n", | |
"ax.spines['top'].set_visible(False)\n", | |
"ax.spines['right'].set_visible(False)\n", | |
"ax.spines['bottom'].set_visible(False)\n", | |
"ax.spines['left'].set_visible(False)\n", | |
"\n", | |
"plt.show();" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 37, | |
"id": "confused-contrary", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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\n", | |
"text/plain": [ | |
"<Figure size 1368x504 with 1 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"fig, ax = plt.subplots()\n", | |
"x = data['game_date']\n", | |
"y = data['release_speed']\n", | |
"\n", | |
"p1 = sns.lineplot(x, y, linewidth = 3, aa = True)\n", | |
"\n", | |
"bigfont = {'family': 'sans-serif',\n", | |
" 'color': 'black',\n", | |
" 'weight': 'normal',\n", | |
" 'size': 16,\n", | |
" }\n", | |
"\n", | |
"smallfont = {'family': 'sans-serif',\n", | |
" 'color': 'black',\n", | |
" 'weight': 'normal',\n", | |
" 'size': 12,\n", | |
" }\n", | |
"\n", | |
"plt.grid(b = True, which = 'major', axis = 'y', color='grey', linewidth=.5)\n", | |
"\n", | |
"\n", | |
"fig.set_size_inches(19, 7)\n", | |
"ax.set(xlabel='Game Date', ylabel='Release Speed')\n", | |
"ax.spines['top'].set_visible(False)\n", | |
"ax.spines['right'].set_visible(False)\n", | |
"ax.spines['bottom'].set_visible(False)\n", | |
"ax.spines['left'].set_visible(False)\n", | |
"\n", | |
"plt.show();" | |
] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 3", | |
"language": "python", | |
"name": "python3" | |
}, | |
"language_info": { | |
"codemirror_mode": { | |
"name": "ipython", | |
"version": 3 | |
}, | |
"file_extension": ".py", | |
"mimetype": "text/x-python", | |
"name": "python", | |
"nbconvert_exporter": "python", | |
"pygments_lexer": "ipython3", | |
"version": "3.7.3" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 5 | |
} |
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