{
"cells": [
{
"cell_type": "markdown",
"id": "7df2fc0d",
"metadata": {},
"source": [
"# 2021 / 2022\n",
"\n",
"Progress points for the EFL Championship 2021 / 2022 season."
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "d627bb1b",
"metadata": {
"execution": {
"iopub.execute_input": "2024-12-24T00:25:09.069405Z",
"iopub.status.busy": "2024-12-24T00:25:09.069262Z",
"iopub.status.idle": "2024-12-24T00:25:09.305839Z",
"shell.execute_reply": "2024-12-24T00:25:09.305567Z"
}
},
"outputs": [],
"source": [
"%config InlineBackend.figure_formats = ['svg']\n",
"from proggyleg import proggyleg\n",
"year = 2021\n",
"league = \"E1\""
]
},
{
"cell_type": "markdown",
"id": "4ce875b7",
"metadata": {},
"source": [
"## Cumulative Points\n",
"\n",
"The sum of points up to a given game played."
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "bc397c59",
"metadata": {
"execution": {
"iopub.execute_input": "2024-12-24T00:25:09.307533Z",
"iopub.status.busy": "2024-12-24T00:25:09.307429Z",
"iopub.status.idle": "2024-12-24T00:25:11.188792Z",
"shell.execute_reply": "2024-12-24T00:25:11.188495Z"
}
},
"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": "fd834673",
"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": "ba8f4615",
"metadata": {
"execution": {
"iopub.execute_input": "2024-12-24T00:25:11.191727Z",
"iopub.status.busy": "2024-12-24T00:25:11.191606Z",
"iopub.status.idle": "2024-12-24T00:25:11.354250Z",
"shell.execute_reply": "2024-12-24T00:25:11.353982Z"
}
},
"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": "2fbfa20c",
"metadata": {},
"source": [
"## Position"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "ee4421d9",
"metadata": {
"execution": {
"iopub.execute_input": "2024-12-24T00:25:11.356538Z",
"iopub.status.busy": "2024-12-24T00:25:11.356438Z",
"iopub.status.idle": "2024-12-24T00:25:11.479122Z",
"shell.execute_reply": "2024-12-24T00:25:11.478829Z"
}
},
"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": "24eb1f85",
"metadata": {},
"source": [
"## Rolling Form\n",
"\n",
"Exponential weighted moving average of points won per game."
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "3a3e8c5e",
"metadata": {
"execution": {
"iopub.execute_input": "2024-12-24T00:25:11.481301Z",
"iopub.status.busy": "2024-12-24T00:25:11.481199Z",
"iopub.status.idle": "2024-12-24T00:25:11.625052Z",
"shell.execute_reply": "2024-12-24T00:25:11.624779Z"
}
},
"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
}