{
"cells": [
{
"cell_type": "markdown",
"id": "a6e5e5b5",
"metadata": {},
"source": [
"# 2018 / 2019\n",
"\n",
"Progress points for the Bundesliga 2018 / 2019 season."
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "3350831a",
"metadata": {
"execution": {
"iopub.execute_input": "2024-12-24T00:26:32.409105Z",
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"shell.execute_reply": "2024-12-24T00:26:32.619484Z"
}
},
"outputs": [],
"source": [
"%config InlineBackend.figure_formats = ['svg']\n",
"from proggyleg import proggyleg\n",
"year = 2018\n",
"league = \"D1\""
]
},
{
"cell_type": "markdown",
"id": "c4a099e1",
"metadata": {},
"source": [
"## Cumulative Points\n",
"\n",
"The sum of points up to a given game played."
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "b9d86f84",
"metadata": {
"execution": {
"iopub.execute_input": "2024-12-24T00:26:32.621408Z",
"iopub.status.busy": "2024-12-24T00:26:32.621308Z",
"iopub.status.idle": "2024-12-24T00:26:34.169026Z",
"shell.execute_reply": "2024-12-24T00:26:34.168691Z"
}
},
"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": "8b3438a8",
"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": "8e1c7214",
"metadata": {
"execution": {
"iopub.execute_input": "2024-12-24T00:26:34.171385Z",
"iopub.status.busy": "2024-12-24T00:26:34.171299Z",
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"shell.execute_reply": "2024-12-24T00:26:34.290065Z"
}
},
"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": "134504c4",
"metadata": {},
"source": [
"## Position"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "35307026",
"metadata": {
"execution": {
"iopub.execute_input": "2024-12-24T00:26:34.292492Z",
"iopub.status.busy": "2024-12-24T00:26:34.292388Z",
"iopub.status.idle": "2024-12-24T00:26:34.375793Z",
"shell.execute_reply": "2024-12-24T00:26:34.375514Z"
}
},
"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": "5f5a6bc2",
"metadata": {},
"source": [
"## Rolling Form\n",
"\n",
"Exponential weighted moving average of points won per game."
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "f1623d87",
"metadata": {
"execution": {
"iopub.execute_input": "2024-12-24T00:26:34.377665Z",
"iopub.status.busy": "2024-12-24T00:26:34.377568Z",
"iopub.status.idle": "2024-12-24T00:26:34.483416Z",
"shell.execute_reply": "2024-12-24T00:26:34.483123Z"
}
},
"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
}