{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "The purpose of this notebook is to look at how xGF and GF compare by team--are there some teams beating the expectations more than we'd think?\n", "\n", "Data from [Corsica](http://corsica.hockey/team-stats/?season=20172018,20162017,20152016,20142015,20132014,20122013,20112012,20102011,20092010,20082009,20072008&team=&game_state=5v5&options=Adjust&session=Regular&venue=Any&report=Summary&tab=Main\n", "), 5v5 only, and [adjusted](http://www.corsica.hockey/blog/2016/06/19/adjustments-explained/) (which I'll assume gives the best picture here--but it's possible it may not)." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
| \n", " | Team | \n", "Season | \n", "GF | \n", "xGF | \n", "GA | \n", "xGA | \n", "Goals above expected | \n", "Goals against below expected | \n", "
|---|---|---|---|---|---|---|---|---|
| 0 | \n", "ANA | \n", "2007 | \n", "102.53 | \n", "104.35 | \n", "90.54 | \n", "109.55 | \n", "-1.82 | \n", "-19.01 | \n", "
| 1 | \n", "ANA | \n", "2008 | \n", "138.35 | \n", "129.44 | \n", "123.57 | \n", "123.60 | \n", "8.91 | \n", "-0.03 | \n", "
| 2 | \n", "ANA | \n", "2009 | \n", "137.55 | \n", "126.01 | \n", "135.02 | \n", "148.35 | \n", "11.54 | \n", "-13.33 | \n", "
| 3 | \n", "ANA | \n", "2010 | \n", "128.90 | \n", "117.52 | \n", "147.57 | \n", "148.63 | \n", "11.38 | \n", "-1.06 | \n", "
| 4 | \n", "ANA | \n", "2011 | \n", "131.38 | \n", "128.21 | \n", "147.32 | \n", "143.27 | \n", "3.17 | \n", "4.05 | \n", "