{
"cells": [
{
"cell_type": "markdown",
"id": "58572f5b",
"metadata": {},
"source": [
"# 2016 / 2017\n",
"\n",
"Progress points for the EFL League Two 2016 / 2017 season."
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "5e871b6d",
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-03T19:54:36.034504Z",
"iopub.status.busy": "2025-11-03T19:54:36.034234Z",
"iopub.status.idle": "2025-11-03T19:54:36.332782Z",
"shell.execute_reply": "2025-11-03T19:54:36.332335Z"
}
},
"outputs": [],
"source": [
"%config InlineBackend.figure_formats = ['svg']\n",
"from proggyleg import proggyleg\n",
"year = 2016\n",
"league = \"E3\""
]
},
{
"cell_type": "markdown",
"id": "dd8a77f1",
"metadata": {},
"source": [
"## Cumulative Points\n",
"\n",
"The sum of points up to a given game played."
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "9872dae0",
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-03T19:54:36.334343Z",
"iopub.status.busy": "2025-11-03T19:54:36.334125Z",
"iopub.status.idle": "2025-11-03T19:54:38.014942Z",
"shell.execute_reply": "2025-11-03T19:54:38.014463Z"
}
},
"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": "9c5d3b89",
"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": "def7d65d",
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-03T19:54:38.016874Z",
"iopub.status.busy": "2025-11-03T19:54:38.016749Z",
"iopub.status.idle": "2025-11-03T19:54:38.289786Z",
"shell.execute_reply": "2025-11-03T19:54:38.289349Z"
}
},
"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": "790a92e3",
"metadata": {},
"source": [
"## Position"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "e65381c4",
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-03T19:54:38.291805Z",
"iopub.status.busy": "2025-11-03T19:54:38.291677Z",
"iopub.status.idle": "2025-11-03T19:54:38.553192Z",
"shell.execute_reply": "2025-11-03T19:54:38.552747Z"
}
},
"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": "ca6478ff",
"metadata": {},
"source": [
"## Rolling Form\n",
"\n",
"Exponential weighted moving average of points won per game."
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "7358a65e",
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-03T19:54:38.555267Z",
"iopub.status.busy": "2025-11-03T19:54:38.555124Z",
"iopub.status.idle": "2025-11-03T19:54:38.831175Z",
"shell.execute_reply": "2025-11-03T19:54:38.830736Z"
}
},
"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
}