Exploring Baseball Pitch Data with ggplot for Python

Making basic, good-looking plots in Python is tough. Matplotlib gives you great control, but at the expense of being very detailed. The rise of pandas has made Python the go-to language for data wrangling and munging but many people are still reluctant to leave R because of its outstanding data viz packages.


ggplot is a port of the popular R package ggplot2 into Python. It provides a high level grammar that allow users to quickly and easily make good looking plots.  An example may be found here:

http://blog.yhathq.com/posts/ggplot-for-python.html


Greg will show you how to use ggplot to analyze data from the MLB's open data source, pitchf/x. He will take you through the basics of ggplot and show how easy it is to create histograms, plot smoothed curves, customize colors & shapes.


About the speaker: 

Greg is a co-founder of Yhat, a platform for efficiently running predictive models in production software. He is a former Product Manager at On Deck Capital, where he built systems for analyzing and making loans to small businesses in real-time. He primarily works with Python and R and has written open source packages for both languages. Greg is a graduate of the University of Virginia.

Agenda:

6:00 - 6:30 Pizza and Beer 
6:30 - 7:30 Talk 
7:30 - 8:30 Beer and Networking 

Pizza and Beer will be provided by DataRobot

Join or login to comment.

  • Chad C.

    Quick n' dirty:
    Looking for a backend dev to work on a new fantasy sports platform.

    Experience with ACH integration/compliance would be a huge plus.

    Startup in first stages, hoping for open beta in October, launch in Feb 2015

    We're developing a new fantasy sports platform focused on deep format, on-going leagues. Basically, we're looking to create the D&D of fantasy sports.
    Budgets, prospects, multiple yearly drafts, contracts, redshirts, 3 and 4-team trades, and so on. We're looking to allow leagues to emulate "real" sports leagues as closely as possible.

    We'd like to allow owners/teams to fund their teams with real-world money, hence the ACH integration.
    The founding team consists of an experienced manager and front end developer who specializes in UI/UX, and a serial entrepreneur (me!) with 13 years of business development, digital marketing, and social fundraising for charitable causes.

    If interested, don't hesitate to reach out: [masked]

    Thanks :)

    June 27, 2014

  • David B.

    A good talk.

    June 10, 2014

  • Aaron G.

    Will slides be posted?

    June 4, 2014

  • Dan T.

    Good to hear from someone who really knows their subject

    June 4, 2014

  • Bill

    Presenter very good.

    June 4, 2014

  • Ramanathan S.

    Useful. thank you!

    June 4, 2014

  • Mlworle

    Great, thank you. Speaker shared practical code with options. Very useful.

    June 3, 2014

  • Biodun

    Very educative, and well-presented

    June 3, 2014

  • Esa

    really want to make it to this but want to check out the raspberry pi projects over at NERD. hopefully there are slides posted.

    May 26, 2014

    • Esa

      thank you narendra. i was mistaken about the dates.

      May 26, 2014

    • Narendra M.

      No problem, see you at both meetups!

      May 26, 2014

  • Aaron G.

    Any chance you will be able to stream this Meetup and/or post the slides?

    1 · May 23, 2014

  • Gary

    R, python, baseball three of my favorite things mentioned in a sentence. How can I not be interested

    2 · May 23, 2014

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Rafaël

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Rafaël, started French Conversation Group

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