{
"cells": [
{
"cell_type": "markdown",
"id": "e7750d28",
"metadata": {},
"source": [
"# 2015 / 2016\n",
"\n",
"Progress points for the Premier League 2015 / 2016 season."
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "2790d913",
"metadata": {
"execution": {
"iopub.execute_input": "2024-12-24T00:23:20.807245Z",
"iopub.status.busy": "2024-12-24T00:23:20.807100Z",
"iopub.status.idle": "2024-12-24T00:23:21.025959Z",
"shell.execute_reply": "2024-12-24T00:23:21.025652Z"
}
},
"outputs": [],
"source": [
"%config InlineBackend.figure_formats = ['svg']\n",
"from proggyleg import proggyleg\n",
"year = 2015\n",
"league = \"E0\""
]
},
{
"cell_type": "markdown",
"id": "d12146aa",
"metadata": {},
"source": [
"## Cumulative Points\n",
"\n",
"The sum of points up to a given game played."
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "d68beb8c",
"metadata": {
"execution": {
"iopub.execute_input": "2024-12-24T00:23:21.028030Z",
"iopub.status.busy": "2024-12-24T00:23:21.027879Z",
"iopub.status.idle": "2024-12-24T00:23:22.545444Z",
"shell.execute_reply": "2024-12-24T00:23:22.545123Z"
}
},
"outputs": [
{
"data": {
"image/svg+xml": [
""
],
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"proggyleg.autoplot(year, league, which=\"cumulative\");"
]
},
{
"cell_type": "markdown",
"id": "b8316bc2",
"metadata": {},
"source": [
"## Extrapolated Points\n",
"\n",
"Final points assuming each team continues to score points at the same rate as they have so far."
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "99a18792",
"metadata": {
"execution": {
"iopub.execute_input": "2024-12-24T00:23:22.548020Z",
"iopub.status.busy": "2024-12-24T00:23:22.547928Z",
"iopub.status.idle": "2024-12-24T00:23:22.681216Z",
"shell.execute_reply": "2024-12-24T00:23:22.680948Z"
}
},
"outputs": [
{
"data": {
"image/svg+xml": [
""
],
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"proggyleg.autoplot(year, league, which=\"extrapolated\");"
]
},
{
"cell_type": "markdown",
"id": "a9668bc1",
"metadata": {},
"source": [
"## Position"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "c7cb3040",
"metadata": {
"execution": {
"iopub.execute_input": "2024-12-24T00:23:22.682995Z",
"iopub.status.busy": "2024-12-24T00:23:22.682882Z",
"iopub.status.idle": "2024-12-24T00:23:22.777038Z",
"shell.execute_reply": "2024-12-24T00:23:22.776778Z"
}
},
"outputs": [
{
"data": {
"image/svg+xml": [
""
],
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"proggyleg.autoplot(year, league, which=\"position\");"
]
},
{
"cell_type": "markdown",
"id": "0503ef5f",
"metadata": {},
"source": [
"## Rolling Form\n",
"\n",
"Exponential weighted moving average of points won per game."
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "26228fa1",
"metadata": {
"execution": {
"iopub.execute_input": "2024-12-24T00:23:22.778836Z",
"iopub.status.busy": "2024-12-24T00:23:22.778739Z",
"iopub.status.idle": "2024-12-24T00:23:22.895511Z",
"shell.execute_reply": "2024-12-24T00:23:22.895231Z"
}
},
"outputs": [
{
"data": {
"image/svg+xml": [
""
],
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"proggyleg.autoplot(year, league, which=\"form\");"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3"
},
"mystnb": {
"execution_mode": "off"
}
},
"nbformat": 4,
"nbformat_minor": 5
}