{
"cells": [
{
"cell_type": "markdown",
"id": "f25e10ce",
"metadata": {},
"source": [
"# 2024 / 2025\n",
"\n",
"Progress points for the Bundesliga 2024 / 2025 season."
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "7c641e02",
"metadata": {
"execution": {
"iopub.execute_input": "2024-12-24T00:26:56.403289Z",
"iopub.status.busy": "2024-12-24T00:26:56.403145Z",
"iopub.status.idle": "2024-12-24T00:26:56.627195Z",
"shell.execute_reply": "2024-12-24T00:26:56.626854Z"
}
},
"outputs": [],
"source": [
"%config InlineBackend.figure_formats = ['svg']\n",
"from proggyleg import proggyleg\n",
"year = 2024\n",
"league = \"D1\""
]
},
{
"cell_type": "markdown",
"id": "9a189c74",
"metadata": {},
"source": [
"## Cumulative Points\n",
"\n",
"The sum of points up to a given game played."
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "8a65e389",
"metadata": {
"execution": {
"iopub.execute_input": "2024-12-24T00:26:56.629065Z",
"iopub.status.busy": "2024-12-24T00:26:56.628936Z",
"iopub.status.idle": "2024-12-24T00:26:58.090039Z",
"shell.execute_reply": "2024-12-24T00:26:58.089753Z"
}
},
"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": "97be7a5a",
"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": "49446ba2",
"metadata": {
"execution": {
"iopub.execute_input": "2024-12-24T00:26:58.092204Z",
"iopub.status.busy": "2024-12-24T00:26:58.092100Z",
"iopub.status.idle": "2024-12-24T00:26:58.192758Z",
"shell.execute_reply": "2024-12-24T00:26:58.192487Z"
}
},
"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": "aece995c",
"metadata": {},
"source": [
"## Position"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "68bdc83f",
"metadata": {
"execution": {
"iopub.execute_input": "2024-12-24T00:26:58.194400Z",
"iopub.status.busy": "2024-12-24T00:26:58.194299Z",
"iopub.status.idle": "2024-12-24T00:26:58.298091Z",
"shell.execute_reply": "2024-12-24T00:26:58.297827Z"
}
},
"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": "dad10c13",
"metadata": {},
"source": [
"## Rolling Form\n",
"\n",
"Exponential weighted moving average of points won per game."
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "f0cae539",
"metadata": {
"execution": {
"iopub.execute_input": "2024-12-24T00:26:58.299867Z",
"iopub.status.busy": "2024-12-24T00:26:58.299767Z",
"iopub.status.idle": "2024-12-24T00:26:58.402598Z",
"shell.execute_reply": "2024-12-24T00:26:58.402318Z"
}
},
"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": "force"
}
},
"nbformat": 4,
"nbformat_minor": 5
}