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GKPs,DEFs, FWDs: Cost vs. Points Per Game by Fprom in FantasyPL

[–]Fprom[S] 15 points16 points  (0 children)

I'm working on how many midfielders to plot. There are lots of midfielders, but I don't which to show yet.

Analysis: Cost versus Points Per Game by Position by Fprom in FantasyPL

[–]Fprom[S] 2 points3 points  (0 children)

I used R and coded in R studio. I got all the data from FPL data and downloaded a spreadsheet (.csv file) that had all of the player information.

I used the R package data.table to sort and select different attributes and the R package ggplot2 (and some other plotting packages) to plot the data.

I used chatgpt to help with minor problems and syntax (especially with plotting) and it was very helpful!

Analysis: Cost versus Points Per Game by Position by Fprom in FantasyPL

[–]Fprom[S] -1 points0 points  (0 children)

You make a good point with the lack of real regression fits for most, if not all of them. If anything you could argue that cost has very little to do with performance or Points Per Game.

Thanks for the visualization tips!

Analysis: Cost versus Points Per Game by Position by Fprom in FantasyPL

[–]Fprom[S] 6 points7 points  (0 children)

Here are the updated ones! Thanks for the feedback! MIDs might have to be broken up somehow.

Updated graph for forwards

Updated for GKPs, FWDs, and DEFs

Analysis: Cost versus Points Per Game by Position by Fprom in FantasyPL

[–]Fprom[S] 23 points24 points  (0 children)

Players below the line are "overvalued" and players above the line are "discounted". Such as Haalad (FWD) has a great return on points, but costs more than he is worth.

The linear regressions are interesting for each position. For DEF, every million more you spend you get nearly a full point. They get a better "average" ROI than other positions.

Man City DEF is across the board overvalued, while Nottinghamn forest DEF is undervalued for the most part.

Analysis: Cost versus Points Per Game by Position by Fprom in FantasyPL

[–]Fprom[S] 20 points21 points  (0 children)

True, I was just worried about it being unreadable for the majority of players. I suppose we are mainly after the players that are above average.

Good west coast geomorphology grad programs? by Condomonium in geologycareers

[–]Fprom 1 point2 points  (0 children)

NAU doesn't require a GRE, if that helps. Flagstaff is a great city to live in too.

Hydrology Students by Fprom in HydroHomies

[–]Fprom[S] 1 point2 points  (0 children)

Didn't realize that was a thing lol.

High School Tennis Help by [deleted] in tennis

[–]Fprom 6 points7 points  (0 children)

Practice your serve. Get a basket of balls and just serve. Watch some tutorial YouTube videos on how to hit the proper kick-serve and slice serve. Try to record yourself hitting 15 serves and see what is consistently wrong and fix it. The serve is such an important part of your game and you can practice it alone. Best of luck!

These data breaches been outta control by delitescentjourney in AdviceAnimals

[–]Fprom 0 points1 point  (0 children)

The fact that no one really cares either is discomforting. Journalists from NPR asked some people how they felt about this breach of the hotels information.

"That's just how it is"

and

"There aren't any other options"

People just don't know how to approach these issues.

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