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Visualization

ASPM Notes and Viz Update

December 6, 2012 by Daniel M Leave a Comment

I have added another pane to my 2012-13 ASPM/VORP Tableau Visualization, allowing a better look at the distribution of talent across positions in the NBA. Powered by Tableau The new position vs. ASPM chart is quite interesting: there is an amazing lack of talent/performance right now at the 2,3, and 4 positions outside of a … [Read more…]

Posted in: NBA Stats Tagged: Advanced SPM, NBA, Player Ratings, Statistics, Tableau Charts, Visualization, VORP

Overrated and Underrated via RAPM (Part 2)

November 10, 2012 by Daniel M 5 Comments

A week ago, I discussed overrated and underrated players over the past 12 years, evaluated by comparing popular box-score stats with Jeremias Engelmann’s 12 year average Regularized Adjusted Plus/Minus (RAPM) dataset. For a primer on the virtues of RAPM (in large samples), see my article reviewing the state-of-the-art of adjusted plus/minus and stabilization. This time, … [Read more…]

Posted in: NBA Stats Tagged: Adjusted +/-, NBA, Player Ratings, RAPM, Statistics, Tableau Charts, Visualization

Underrated and Overrated Via RAPM

November 2, 2012 by Daniel M 10 Comments

In several of my recent articles, I have been using Jeremias Engelmann’s 12 year average RAPM dataset. Here, I will look at what players may have been underrated or overrated by even advanced stats over the course of the last 12 years. I decided to use PER and WS/48 as my advanced stats to compare … [Read more…]

Posted in: NBA Stats Tagged: Adjusted +/-, NBA, Player Ratings, RAPM, Tableau Charts, Visualization

RAPM vs. MPG (A Look at Replacement Level)

October 30, 2012 by Daniel M Leave a Comment

One of the big ongoing questions in NBA stats and player valuation is where to set “replacement level”.  I believe an empirical approach to determining that level is best. Jeremias Engelmann has produced an outstanding resource in his 12 year average RAPM data.  Since so many years are used, it is quite stable; however, one … [Read more…]

Posted in: NBA Stats Tagged: Adjusted +/-, NBA, Player Ratings, RAPM, Replacement Level, Stat Theory, Statistics, Tableau Charts, Visualization

Quick Chart: ASPM vs RAPM, 2003-2011

October 3, 2012 by Daniel M Leave a Comment

This is some old data, used in the derivation & analysis of Advanced Statistical Plus/Minus (ASPM), but I thought I’d repost it here in a more sortable/filterable/useable form. Regularized Adjusted Plus/Minus (RAPM) data from Jeremias Engelmann. Powered by Tableau

Posted in: NBA Stats Tagged: Adjusted +/-, Advanced SPM, Charts, NBA, RAPM, Statistics, Tableau Charts, Visualization

2012 NBA VORP per Game Vizualization

June 5, 2012 by Daniel M Leave a Comment

Just playing around with Tagxedo. Here are the top 100 players of the 2012 NBA regular season, as measured by VORP-Gm (VORP per game played), only including play for the team the player ended up with (if traded).

Posted in: NBA Stats Tagged: Advanced SPM, NBA, Player Ratings, Visualization

Computer Component Return Rates

June 1, 2012 by Daniel M Leave a Comment

This is a completely non-sports post, but I had the data and visualization (created for my own use) and thought I should post it online. I have compiled, from the Hardware.fr series on return rates of computer components, a database of component return rates. Having that data, I, of course, felt the need to first … [Read more…]

Posted in: Not Sports Tagged: Computers, Not Sports, Statistics, Visualization

Adjusted 4-Factors Visualization

February 22, 2012 by Daniel M 2 Comments

Evan Zamir at The City recently unveiled Adjusted 4-Factors at the individual level, using a 2.5 year sample size and a Ridge Regression approach. The results are very interesting. Here, I’m simply converting his initial work into an interactive visualization. Powered by Tableau

Posted in: NBA Stats Tagged: NBA, Player Ratings, RAPM, Statistics, Visualization

Visualization: 2012 VORP Treemap

January 27, 2012 by Daniel M 2 Comments

Inspired by Evan Zamir’s use of a treemap to visualize WARP over at The City, I created a treemap to visualize ASPM VORP for the 2012 season-to-date.  I used Google Docs and the treemap-gviz widget to construct the visualization.  I used the latest iteration of the ASPM framework to compile the data, and selected for … [Read more…]

Posted in: NBA Stats Tagged: Advanced SPM, Charts, NBA, Treemap, Visualization

Bayesian Power Ratings: NBA Finals Edition

May 27, 2011 by Daniel M 2 Comments

I have updated my Bayesian Power Ratings, using the techniques described in previous posts:
On Bayesian Predictive Efficiency Ratings
NBA Final Regular Season Bayesian Efficiency Ratings
Here are the Bayesian Ratings, updated through the end of the conference finals:

Posted in: NBA Stats Tagged: Bayesian Analysis, Google Motion Charts, NBA, NBA Playoffs, Team Ratings, Visualization
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