{
"cells": [
{
"cell_type": "markdown",
"id": "af9a385a",
"metadata": {},
"source": [
"# 2020 / 2021\n",
"\n",
"Progress points for the EFL League One 2020 / 2021 season."
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "1bd3523a",
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-03T19:56:10.446028Z",
"iopub.status.busy": "2025-11-03T19:56:10.445907Z",
"iopub.status.idle": "2025-11-03T19:56:10.742626Z",
"shell.execute_reply": "2025-11-03T19:56:10.742163Z"
}
},
"outputs": [],
"source": [
"%config InlineBackend.figure_formats = ['svg']\n",
"from proggyleg import proggyleg\n",
"year = 2020\n",
"league = \"E2\""
]
},
{
"cell_type": "markdown",
"id": "7961f9b7",
"metadata": {},
"source": [
"## Cumulative Points\n",
"\n",
"The sum of points up to a given game played."
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "9158206a",
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-03T19:56:10.744168Z",
"iopub.status.busy": "2025-11-03T19:56:10.744007Z",
"iopub.status.idle": "2025-11-03T19:56:12.519865Z",
"shell.execute_reply": "2025-11-03T19:56:12.519406Z"
}
},
"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": "e834ca44",
"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": "3064525a",
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-03T19:56:12.522437Z",
"iopub.status.busy": "2025-11-03T19:56:12.522293Z",
"iopub.status.idle": "2025-11-03T19:56:12.792589Z",
"shell.execute_reply": "2025-11-03T19:56:12.792114Z"
}
},
"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": "2d26b750",
"metadata": {},
"source": [
"## Position"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "eaab2f0e",
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-03T19:56:12.794712Z",
"iopub.status.busy": "2025-11-03T19:56:12.794590Z",
"iopub.status.idle": "2025-11-03T19:56:13.064542Z",
"shell.execute_reply": "2025-11-03T19:56:13.064096Z"
}
},
"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": "3895ba3c",
"metadata": {},
"source": [
"## Rolling Form\n",
"\n",
"Exponential weighted moving average of points won per game."
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "d85c6a20",
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-03T19:56:13.066720Z",
"iopub.status.busy": "2025-11-03T19:56:13.066583Z",
"iopub.status.idle": "2025-11-03T19:56:13.350367Z",
"shell.execute_reply": "2025-11-03T19:56:13.349963Z"
}
},
"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
}