{
"cells": [
{
"cell_type": "markdown",
"id": "b2dbd67e",
"metadata": {},
"source": [
"# 2024 / 2025\n",
"\n",
"Progress points for the EFL League Two 2024 / 2025 season."
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "6c9abc6e",
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-03T19:55:22.218060Z",
"iopub.status.busy": "2025-11-03T19:55:22.217943Z",
"iopub.status.idle": "2025-11-03T19:55:22.503214Z",
"shell.execute_reply": "2025-11-03T19:55:22.502766Z"
}
},
"outputs": [],
"source": [
"%config InlineBackend.figure_formats = ['svg']\n",
"from proggyleg import proggyleg\n",
"year = 2024\n",
"league = \"E3\""
]
},
{
"cell_type": "markdown",
"id": "727c991c",
"metadata": {},
"source": [
"## Cumulative Points\n",
"\n",
"The sum of points up to a given game played."
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "6ffd99f7",
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-03T19:55:22.504625Z",
"iopub.status.busy": "2025-11-03T19:55:22.504469Z",
"iopub.status.idle": "2025-11-03T19:55:24.340748Z",
"shell.execute_reply": "2025-11-03T19:55:24.340289Z"
}
},
"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": "94ac6df2",
"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": "c628b389",
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-03T19:55:24.342819Z",
"iopub.status.busy": "2025-11-03T19:55:24.342688Z",
"iopub.status.idle": "2025-11-03T19:55:24.623577Z",
"shell.execute_reply": "2025-11-03T19:55:24.623133Z"
}
},
"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": "4579b535",
"metadata": {},
"source": [
"## Position"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "eb6a400d",
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-03T19:55:24.625708Z",
"iopub.status.busy": "2025-11-03T19:55:24.625578Z",
"iopub.status.idle": "2025-11-03T19:55:24.902534Z",
"shell.execute_reply": "2025-11-03T19:55:24.902063Z"
}
},
"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": "64dbf52c",
"metadata": {},
"source": [
"## Rolling Form\n",
"\n",
"Exponential weighted moving average of points won per game."
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "d8e2762c",
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-03T19:55:24.904587Z",
"iopub.status.busy": "2025-11-03T19:55:24.904457Z",
"iopub.status.idle": "2025-11-03T19:55:25.215750Z",
"shell.execute_reply": "2025-11-03T19:55:25.215344Z"
}
},
"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
}