{
"metadata": {
"nikola": {
"category": "",
"date": "2015-12-22 10:21:43 UTC",
"description": "",
"link": "",
"slug": "epl-19-21st-december-2015",
"tags": "",
"title": "EPL 19-21st December 2015",
"type": "text"
},
"signature": "sha256:c2ce916daaf7d3e5b9aad13d0f7ad85afaf2b0db13125e677068c556507c295d"
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"source": [
"# English Premier League 19-21st December\n",
"\n",
"Another weekly look at the shot statistics from the English Premier League."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"%matplotlib inline\n",
"import league_analysis\n",
"from IPython.display import display, HTML\n",
"epl = league_analysis.epl\n",
"league_analysis.blog_weekly_header(epl, '19/12/2015', '21/12/2015')"
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
"\n",
"
\n",
" | Home | Away |
|---|
\n",
" | Team | Chelsea | Sunderland |
\n",
" | Goals | 3 | 1 |
\n",
" | Shots | 17 | 11 |
\n",
" | SOT | 7 | 3 |
\n",
" \n",
"
\n",
"
\n",
"
\n",
" | Home | Away |
|---|
\n",
" | Team | Everton | Leicester |
\n",
" | Goals | 2 | 3 |
\n",
" | Shots | 13 | 10 |
\n",
" | SOT | 5 | 5 |
\n",
" \n",
"
\n",
"
\n",
"
\n",
" | Home | Away |
|---|
\n",
" | Team | Man United | Norwich |
\n",
" | Goals | 1 | 2 |
\n",
" | Shots | 11 | 6 |
\n",
" | SOT | 2 | 4 |
\n",
" \n",
"
\n",
"
\n",
"
\n",
" | Home | Away |
|---|
\n",
" | Team | Newcastle | Aston Villa |
\n",
" | Goals | 1 | 1 |
\n",
" | Shots | 8 | 10 |
\n",
" | SOT | 4 | 7 |
\n",
" \n",
"
\n",
"
\n",
"
\n",
" | Home | Away |
|---|
\n",
" | Team | Southampton | Tottenham |
\n",
" | Goals | 0 | 2 |
\n",
" | Shots | 11 | 13 |
\n",
" | SOT | 4 | 6 |
\n",
" \n",
"
\n",
"
\n",
"
\n",
" | Home | Away |
|---|
\n",
" | Team | Stoke | Crystal Palace |
\n",
" | Goals | 1 | 2 |
\n",
" | Shots | 26 | 12 |
\n",
" | SOT | 5 | 3 |
\n",
" \n",
"
\n",
"
\n",
"
\n",
" | Home | Away |
|---|
\n",
" | Team | West Brom | Bournemouth |
\n",
" | Goals | 1 | 2 |
\n",
" | Shots | 6 | 16 |
\n",
" | SOT | 2 | 7 |
\n",
" \n",
"
\n",
"
\n",
"
\n",
" | Home | Away |
|---|
\n",
" | Team | Swansea | West Ham |
\n",
" | Goals | 0 | 0 |
\n",
" | Shots | 21 | 11 |
\n",
" | SOT | 2 | 2 |
\n",
" \n",
"
\n",
"
\n",
"
\n",
" | Home | Away |
|---|
\n",
" | Team | Watford | Liverpool |
\n",
" | Goals | 3 | 0 |
\n",
" | Shots | 6 | 12 |
\n",
" | SOT | 5 | 4 |
\n",
" \n",
"
\n",
"
\n",
"
\n",
" | Home | Away |
|---|
\n",
" | Team | Arsenal | Man City |
\n",
" | Goals | 2 | 1 |
\n",
" | Shots | 8 | 20 |
\n",
" | SOT | 5 | 6 |
\n",
" \n",
"
\n",
"
| Position | Team | Points |
|---|
| 1 | Leicester | 38 |
\n",
"| 2 | Arsenal | 36 |
\n",
"| 3 | Man City | 32 |
\n",
"| 4 | Crystal Palace | 29 |
\n",
"| - | Man United | 29 |
\n",
"| - | Tottenham | 29 |
\n",
"| 7 | Watford | 28 |
\n",
"| 8 | West Ham | 25 |
\n",
"| 9 | Liverpool | 24 |
\n",
"| 10 | Stoke | 23 |
\n",
"| - | Everton | 23 |
\n",
"| 12 | Southampton | 21 |
\n",
"| 13 | West Brom | 20 |
\n",
"| 14 | Bournemouth | 19 |
\n",
"| 15 | Chelsea | 18 |
\n",
"| 16 | Newcastle | 17 |
\n",
"| - | Norwich | 17 |
\n",
"| 18 | Swansea | 15 |
\n",
"| 19 | Sunderland | 12 |
\n",
"| 20 | Aston Villa | 7 |
| Position | Team | Team Rating |
|---|
| 1 | Man City | 0.24891148068124508 |
\n",
"| 2 | Arsenal | 0.1948585208991753 |
\n",
"| 3 | Tottenham | 0.18121421144120595 |
\n",
"| 4 | Man United | 0.11482230106557523 |
\n",
"| 5 | Liverpool | 0.10950340835100668 |
\n",
"| 6 | Leicester | 0.0984538870780712 |
\n",
"| 7 | Southampton | 0.05409860888326491 |
\n",
"| 8 | Watford | 0.03470513695322288 |
\n",
"| 9 | Everton | 0.009721425007073015 |
\n",
"| 10 | Chelsea | 0.007845509607072353 |
\n",
"| 11 | Bournemouth | -0.006609427820242583 |
\n",
"| 12 | West Ham | -0.011354682317004143 |
\n",
"| 13 | Crystal Palace | -0.023759837368866082 |
\n",
"| 14 | Swansea | -0.05913621875071391 |
\n",
"| 15 | Norwich | -0.09761055927846143 |
\n",
"| 16 | Stoke | -0.11992821842325234 |
\n",
"| 17 | Aston Villa | -0.16745687037522403 |
\n",
"| 18 | Sunderland | -0.18570423491380045 |
\n",
"| 19 | West Brom | -0.19117694766284546 |
\n",
"| 20 | Newcastle | -0.22445174685440208 |
| Position | Team | PDO |
|---|
| 1 | Everton | 0.11967779056386652 |
\n",
"| 2 | Man United | 0.11927642736009045 |
\n",
"| 3 | Arsenal | 0.10104477611940299 |
\n",
"| 4 | Leicester | 0.09652023303416785 |
\n",
"| 5 | Watford | 0.07937584803256445 |
\n",
"| 6 | West Brom | 0.06298815822625348 |
\n",
"| 7 | West Ham | 0.06060606060606061 |
\n",
"| 8 | Crystal Palace | 0.055135692201992464 |
\n",
"| 9 | Stoke | 0.05090311986863713 |
\n",
"| 10 | Tottenham | 0.017879948914431648 |
\n",
"| 11 | Newcastle | 0.0034364261168384758 |
\n",
"| 12 | Man City | -0.011475409836065598 |
\n",
"| 13 | Sunderland | -0.013184584178498993 |
\n",
"| 14 | Chelsea | -0.03764705882352937 |
\n",
"| 15 | Norwich | -0.06411862990810363 |
\n",
"| 16 | Aston Villa | -0.08595531235750109 |
\n",
"| 17 | Southampton | -0.09390243902439022 |
\n",
"| 18 | Swansea | -0.11208791208791208 |
\n",
"| 19 | Bournemouth | -0.15984555984555981 |
\n",
"| 20 | Liverpool | -0.19308641975308644 |
| Measure | Average Per Game for | This game for | Average Per Game against opponents |
|---|
| Arsenal Shots | 16.235294117647058 | 8 | 8.588235294117647 |
\n",
"| Man City Shots | 17.058823529411764 | 20 | 11.235294117647058 |
\n",
"| Arsenal SOT | 5.882352941176471 | 5 | 3.588235294117647 |
\n",
"| Man City SOT | 6.470588235294118 | 6 | 3.9411764705882355 |
"
],
"metadata": {},
"output_type": "display_data",
"text": [
""
]
}
],
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},
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"cell_type": "markdown",
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"source": [
"Generally it looks like Leicester will regress at least a bit and that probably the league title will come down to these two. As to which might prevail I'd say it was pretty neck-and-neck at the moment. If pushed, I'd suggest a slight edge for Manchester City, but, as they have been since the start of the season, Arsenal really are genunine title contenders this season.\n",
"\n",
"Thanks again for reading!"
]
}
],
"metadata": {}
}
]
}