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from shiny import * |
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import shinyswatch |
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from shinywidgets import output_widget, render_widget |
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import pandas as pd |
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from configure import base_url |
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home = App(ui.page_fluid( |
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ui.tags.base(href=base_url), |
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ui.tags.div( |
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{"style": "width:90%;margin: 0 auto;max-width: 1600px;"}, |
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ui.tags.style( |
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""" |
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h4 { |
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margin-top: 1em;font-size:35px; |
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} |
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h2{ |
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font-size:25px; |
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} |
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""" |
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), |
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shinyswatch.theme.simplex(), |
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ui.tags.h4("TJStats"), |
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ui.tags.i("Baseball Analytics and Visualizations"), |
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ui.markdown("""<a href='https://www.patreon.com/tj_stats'>Support me on Patreon for Access to 2024 Apps</a><sup>1</sup>"""), |
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ui.navset_tab( |
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ui.nav_control( |
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ui.a( |
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"Home", |
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href="home/" |
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), |
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), |
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ui.nav_menu( |
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"Batter Charts", |
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ui.nav_control( |
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ui.a( |
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"Batting Rolling", |
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href="rolling_batter/" |
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), |
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ui.a( |
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"Spray", |
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href="spray/" |
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), |
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ui.a( |
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"Decision Value", |
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href="decision_value/" |
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), |
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ui.a( |
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"Damage Model", |
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href="damage_model/" |
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), |
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ui.a( |
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"Batter Scatter", |
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href="batter_scatter/" |
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), |
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ui.a( |
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"Statcast Compare", |
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href="statcast_compare/" |
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) |
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), |
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), |
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ui.nav_menu( |
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"Pitcher Charts", |
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ui.nav_control( |
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ui.a( |
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"Pitcher Rolling", |
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href="rolling_pitcher/" |
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), |
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ui.a( |
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"Pitcher Summary", |
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href="pitching_summary_graphic_new/" |
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), |
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ui.a( |
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"Pitcher Scatter", |
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href="pitcher_scatter/" |
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) |
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), |
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)),ui.tags.h6(""), |
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ui.markdown( |
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""" |
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# Welcome to TJStats! |
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--- |
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## Intro |
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Hello, my name is Thomas Nestico, and welcome to my Baseball Analytics and Visualizations Website, TJStats! |
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I am a Civil Engineering by trade, but I have a passion for data analytics and machine learning, specifically |
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with respect to sports. This site and all of my visualizations were created using Python and its vast array of packages. |
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The framework for this site and all of the apps is <a href='https://shiny.posit.co/py/'>Shiny Python</a><sup>1</sup>. |
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All sources of data are referenced on each visualization. |
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|
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## Apps |
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This site hosts my Baseball Data Viz Apps from the 2023 season. Here is a summary of what is accessible: |
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* Batter Charts |
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- **Batter Rolling**: Rolling Stats Charts for MLB and MiLB batters |
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- **Spray**: Batted Ball Trajectory Distributions of MLB batters vs rest of league |
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- **Decision Value**: Scatter plot and Rolling Stats Chart for my <a href='https://medium.com/@thomasjamesnestico/modelling-batter-decision-value-dac74c55e20a'>Decision Value Model</a><sup>1</sup> |
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- **Damage Model**: Hexbin and Rolling Stat Chart for my Damage Model (Article TBD) |
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- **Batter Scatter**: Scatter Plots for MLB and MiLB batters |
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- **Statcast Compare**: Table which compares MLB Batter's Statcast metrics |
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<br> |
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* Pitcher Charts |
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- **Pitcher Rolling**: Rolling Stats Charts for MLB and MiLB pitchers |
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- **Pitcher Summary**: Pitching Summary for MLB pitchers for any date range during 2023 |
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- **Pitcher Scatter**: Scatter Plots for MLB and MiLB pitchers |
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## Articles |
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I have published several articles on Medium covering different Baseball Analytics topics. In these articles I go through my methodology |
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when applying machine learning algorithms to create machine learning models to help better understand baseball concepts. Here is a list of |
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articles which I have published: |
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* <a href='https://medium.com/@thomasjamesnestico/modelling-tjstuff-d9a451765484'>Modelling tjStuff+</a><sup>1</sup> |
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* <a href='https://medium.com/@thomasjamesnestico/modelling-batter-decision-value-dac74c55e20a'>Modelling Batter Decision Value</a><sup>1</sup> |
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* <a href='https://medium.com/@thomasjamesnestico/classifying-mlb-pitch-zones-and-predicting-milb-zones-7e95cf308254'>Classifying MLB Pitch Zones and Predicting MiLB Zones</a><sup>1</sup> |
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## 2024 Apps |
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Thank you for checking out the site. If you would like to further support my endeavours in the Baseball Analytics sphere, |
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here are few places where you can support me and get up to date baseball coverage and Apps for the 2024 season. |
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* Patreon: https://www.patreon.com/tj_stats |
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* Twitter: https://twitter.com/TJStats |
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|
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## About Me |
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Here are a few other sites to learn more about me: |
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* LinkedIn: https://www.linkedin.com/in/thomas-nestico-b66013173/ |
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* GitHub: https://github.com/tnestico |
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"""))), None) |
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