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Fantasy Football Analytics

Update to Fantasy Football Draft Optimizer OpenCPU app

23
  • by Isaac Petersen
  • in Draft Optimizer · R
  • — 17 Aug, 2013

By popular demand, I updated the Fantasy Football Draft Optimizer OpenCPU app with two changes:

  1. The app now takes into account how many teams are in your league when estimating players’ projected costs.
  2. I uploaded the new projections from FantasyPros.  The projections are now up to date for those about to have their league drafts.
You can find the Fantasy Football Draft Optimizer OpenCPU app here:
http://apps.fantasyfootballanalytics.net/lineupoptimizer
The post describing how to use the draft optimizer app is located here:
https://fantasyfootballanalytics.net/2013/06/win-your-fantasy-football-auction-draft.html

 

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— Isaac Petersen

My name is Isaac and I'm an assistant professor with a Ph.D. in Clinical Psychology. Why am I writing about fantasy football and data analysis? Because fantasy football involves the intersection of two things I love: sports and statistics. With this site, I hope to demonstrate the relevance of statistics for choosing the best team in fantasy football.

23 Comments

  1. Anonymous says:
    August 18, 2013 at 5:35 pm

    Great work again! I think I was the first one to comment back in July but my draft is now September 1st so if you could update once more in a week or so that would be great. If not, these should work! Thanks so much for taking the time to do this. Great blog!

    Reply
  2. Anonymous says:
    August 18, 2013 at 7:37 pm

    Really awesome, job. Am I missing something, or does this assume no bench players? My optimal starting line-up adds up to the total auction budget.

    Reply
  3. Anonymous says:
    August 18, 2013 at 8:16 pm

    Got it. This then becomes less useful for figuring out the intrinsic value of my starters in a league in which closer to ~20% of my budget goes toward bench players. Consequently, to get a gauge on where pricing will fall in practice, maybe I should adjust the input budget to 80% of the actual budget (i.e. $160 in a $200 league) to account for that.

    Reply
  4. Isaac Petersen says:
    August 18, 2013 at 6:43 pm

    Sure thing, I’ll plan on updating early next week. Good luck in your draft!

    Reply
  5. Isaac Petersen says:
    August 18, 2013 at 7:41 pm

    The optimizer only optimizes the sum of the starting lineup’s fantasy points. It assumes that each bench player is $1, and counts the bench players towards your total budget. Does that make sense?

    Reply
  6. Matt Catlin says:
    August 19, 2013 at 12:48 am

    I think there might be something wrong with the Projected Costs for a 12 team $200 cap league. There is only $2,400 available, yet the projected costs column sums to $3,573

    Reply
  7. Isaac Petersen says:
    August 18, 2013 at 8:25 pm

    Yes, if you want to reserve more money for bench players, you could make your input budget smaller. See this Harvard analysis for why you should spend most, if not all, of your budget on your starting lineup:
    http://harvardsportsanalysis.files.wordpress.com/2012/04/fantasyfootballdraftanalysis1.pdf

    Reply
  8. Isaac Petersen says:
    August 19, 2013 at 1:20 am

    Hi Matt. The variable “projectedCost” reflects a 10% premium for the top players and a 10% discount for the lower-tiered players, as suggested by the Harvard analysis on how much to bid for players (http://harvardsportsanalysis.files.wordpress.com/2012/04/fantasyfootballdraftanalysis1.pdf). These values are also scaled to your league cap. Does that make sense? For more details, see here:
    http://fantasyfootballanalyticsr.blogspot.com/2013/06/win-your-fantasy-football-auction-draft.html

    Reply
  9. Anonymous says:
    August 20, 2013 at 4:23 am

    This is amazing. Would it be terribly out-of-line for me to request a slight tweak (or two) that would improve usability? I know this is a free tool made out of love for the game (and the analytics) but I feel like these would make it much more practical of a tool:

    1) Could you at least make the combo boxes larger? Considering I have to hold the shift button down to click into a combo box, it’s really tough to rely on the scroll bar to find players to select.

    1a) Alternatively, what about using a two-combo box system (i.e. send values from an “All Players” to a “Drafted By Me” box using a >> button) to accomplish this? I don’t think it’s a particularly difficult tweak, but it’s been a while since I’ve actually done it myself.

    Thanks very, very much.

    Reply
  10. Anonymous says:
    August 21, 2013 at 3:45 am

    Awesome, thank you.

    Reply
  11. Tony says:
    August 21, 2013 at 7:32 pm

    Isaac this is awesome, much thanks.

    Quick question – sometimes the projected points and projected costs do not seem to align? For example, I have a 16 team league, and CJ Spiller and Marshawn Lynch are projected to have ~232 points each. But the projected cost for Spiller is only $80 while for Lynch it is $103. Why the discrepancy?

    Reply
  12. Anonymous says:
    August 22, 2013 at 12:22 am

    Thanks again–that made a huge difference for me. (same Anonymous as above)

    Reply
  13. Isaac Petersen says:
    August 21, 2013 at 9:11 pm

    @Tony: The projected points are calculated for your custom league based on your scoring settings. The projected costs are based on average auction values from FantasyPros (modified based on your league size). Spiller has a higher average auction value than Lynch.

    @Anonymous: I made the combo boxes larger. Hope that helps!

    Reply
  14. VickInABox says:
    August 24, 2013 at 7:03 pm

    Hey Issac,

    First of all great work! I’m really looking forward to use this…

    Secondly, could you please update it again – my draft is on Monday 🙂

    P.S.: I will donate if I win my league

    Reply
    • Isaac Petersen says:
      July 19, 2015 at 1:36 pm

      Just added a donation box on the lower right sidebar.

      Thanks!
      -Isaac

      Reply
  15. Isaac Petersen says:
    August 26, 2013 at 5:10 am

    Just updated the projections. Good luck with your draft!

    Reply
  16. Anonymous says:
    August 29, 2013 at 6:27 pm

    Thanks Isaac! Is there a way to NULLify the cap setting for leagues with no CAP?

    Reply
  17. Isaac Petersen says:
    August 29, 2013 at 8:13 pm

    I’m not sure I follow. The tool is for auction drafts. I’m not familiar with any auction drafts without a cap. If there’s no cap (i.e., players don’t have a cost), the tool would just give you the players with the highest projected points at each position (within your risk tolerance). Is this what you’re looking for, or did you have something else in mind? It would help to know what you’re trying to do.

    Reply
  18. Anonymous says:
    August 30, 2013 at 4:23 pm

    I guess that’s what I’m thinking. Yahoo league, no auction no cap. just a round robin pick your guy

    Reply
  19. Isaac Petersen says:
    August 31, 2013 at 1:58 pm

    Okay, it’s for a snake draft. I’m planning to make a similar draft optimizer tool for snake drafts. In the meantime, you might check out my post on how to win your snake draft:
    https://fantasyfootballanalytics.net/2013/04/win-your-snake-draft-calculating-value.html

    Reply
  20. Isaac Petersen says:
    September 1, 2013 at 12:39 am

    For those looking for an optimizer tool for snake drafts, I just finished creating one.

    Shiny App: http://apps.fantasyfootballanalytics.net/projections

    Accompanying blog post: https://fantasyfootballanalytics.net/2013/09/win-your-fantasy-football-snake-draft.html

    Reply
  21. David says:
    September 1, 2014 at 6:38 pm

    This is great. I need help interpreting my excel file output. I hid the data columns to see the following columns- unnamed (number), name, position, team, overall rank, position rank, projected cost.

    Should the projected cost figure be my target value in the auction (< that number is even better?)? And how is overall rank different than the left most column (unlabeled)?

    Reply
    • Isaac Petersen says:
      September 1, 2014 at 9:40 pm

      Hey David,

      The blank column is the row numbers. I deleted the column to simplify the data file. Projected cost represents the cost you can expect and should be willing to pay for a player if he is selected by the optimizer. It is discussed in more detail here:
      https://fantasyfootballanalytics.net/2013/06/win-your-fantasy-football-auction-draft.html

      Hope that helps!
      -Isaac

      Reply

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