Analyzing AVP match stats and player tendencies
With the AVP Seattle Open underway, I thought it might be a fun exercise to chart a professional beach volleyball match. The process of collecting the data is manual but I wanted recreate the AVP match stats that are published online to test their validity. In addition, I track shot type and direction, which adds a whole new dimension to analyzing player tendencies.
I watched yesterday’s quarterfinal match-up of Chase Budinger/Casey Pattern vs. Tim Bomgren/Troy Field. Here was my setup during charting:
Continue reading “Introducing Beach Volleyball Match Charting”
We use our machine learning model to predict ATP rankings
In our last blog post, we detailed our new machine learning forecasting app that predicts future rankings. The app updates automatically on a weekly cadence and we’ve pulled the most recent results into 2 tables below.
The current top 10 ATP players are forecasted to remain stagnant into August. This is after Zverev defended his title at the Citi Open and last week’s tournaments have been accounted for.
Continue reading “ATP Ranking Predictions for August 2018”
How recent ATP player trends impact future rankings before they happen, updated live
Welcome back tennis fans… and no, we didn’t forget about your thirst for tennis and data analytics! Our new web app allows you to easily see a player’s ranking history, similar to the ATP site, but with an added ranking forecast, packaged as an interactive visualization not available anywhere else!*
Check out the app here (15 second load time**):
More info below. Continue reading “Future Insights: Monthly ATP Ranking Forecast”