{
"cells": [
{
"cell_type": "markdown",
"id": "a4a4febf",
"metadata": {},
"source": [
"# 2020 / 2021\n",
"\n",
"Progress points for the EFL Championship 2020 / 2021 season."
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "50ad2dc5",
"metadata": {
"execution": {
"iopub.execute_input": "2024-12-24T00:25:04.844667Z",
"iopub.status.busy": "2024-12-24T00:25:04.844550Z",
"iopub.status.idle": "2024-12-24T00:25:05.066167Z",
"shell.execute_reply": "2024-12-24T00:25:05.065837Z"
}
},
"outputs": [],
"source": [
"%config InlineBackend.figure_formats = ['svg']\n",
"from proggyleg import proggyleg\n",
"year = 2020\n",
"league = \"E1\""
]
},
{
"cell_type": "markdown",
"id": "61abde6b",
"metadata": {},
"source": [
"## Cumulative Points\n",
"\n",
"The sum of points up to a given game played."
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "a113d98d",
"metadata": {
"execution": {
"iopub.execute_input": "2024-12-24T00:25:05.067950Z",
"iopub.status.busy": "2024-12-24T00:25:05.067830Z",
"iopub.status.idle": "2024-12-24T00:25:06.946904Z",
"shell.execute_reply": "2024-12-24T00:25:06.946611Z"
}
},
"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": "29e65d90",
"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": "f3bd4eed",
"metadata": {
"execution": {
"iopub.execute_input": "2024-12-24T00:25:06.949676Z",
"iopub.status.busy": "2024-12-24T00:25:06.949586Z",
"iopub.status.idle": "2024-12-24T00:25:07.116446Z",
"shell.execute_reply": "2024-12-24T00:25:07.116141Z"
}
},
"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": "3955e1ad",
"metadata": {},
"source": [
"## Position"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "ec57076b",
"metadata": {
"execution": {
"iopub.execute_input": "2024-12-24T00:25:07.118652Z",
"iopub.status.busy": "2024-12-24T00:25:07.118548Z",
"iopub.status.idle": "2024-12-24T00:25:07.241220Z",
"shell.execute_reply": "2024-12-24T00:25:07.240944Z"
}
},
"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": "52bc7d21",
"metadata": {},
"source": [
"## Rolling Form\n",
"\n",
"Exponential weighted moving average of points won per game."
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "4e942e50",
"metadata": {
"execution": {
"iopub.execute_input": "2024-12-24T00:25:07.243276Z",
"iopub.status.busy": "2024-12-24T00:25:07.243175Z",
"iopub.status.idle": "2024-12-24T00:25:07.389725Z",
"shell.execute_reply": "2024-12-24T00:25:07.389455Z"
}
},
"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
}