{
"cells": [
{
"cell_type": "markdown",
"id": "9e7d35ce",
"metadata": {},
"source": [
"# 2016 / 2017\n",
"\n",
"Progress points for the EFL League One 2016 / 2017 season."
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "9d5c1e7a",
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-03T19:55:47.639627Z",
"iopub.status.busy": "2025-11-03T19:55:47.639506Z",
"iopub.status.idle": "2025-11-03T19:55:47.928223Z",
"shell.execute_reply": "2025-11-03T19:55:47.927709Z"
}
},
"outputs": [],
"source": [
"%config InlineBackend.figure_formats = ['svg']\n",
"from proggyleg import proggyleg\n",
"year = 2016\n",
"league = \"E2\""
]
},
{
"cell_type": "markdown",
"id": "952ab5a3",
"metadata": {},
"source": [
"## Cumulative Points\n",
"\n",
"The sum of points up to a given game played."
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "54c72571",
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-03T19:55:47.929671Z",
"iopub.status.busy": "2025-11-03T19:55:47.929510Z",
"iopub.status.idle": "2025-11-03T19:55:49.617877Z",
"shell.execute_reply": "2025-11-03T19:55:49.617403Z"
}
},
"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": "5ea95bb8",
"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": "424c1b86",
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-03T19:55:49.620048Z",
"iopub.status.busy": "2025-11-03T19:55:49.619918Z",
"iopub.status.idle": "2025-11-03T19:55:49.926627Z",
"shell.execute_reply": "2025-11-03T19:55:49.926154Z"
}
},
"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": "0635bcb9",
"metadata": {},
"source": [
"## Position"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "7a32dfe9",
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-03T19:55:49.928753Z",
"iopub.status.busy": "2025-11-03T19:55:49.928613Z",
"iopub.status.idle": "2025-11-03T19:55:50.220231Z",
"shell.execute_reply": "2025-11-03T19:55:50.219885Z"
}
},
"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": "e0c0cab3",
"metadata": {},
"source": [
"## Rolling Form\n",
"\n",
"Exponential weighted moving average of points won per game."
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "12a7cfcf",
"metadata": {
"execution": {
"iopub.execute_input": "2025-11-03T19:55:50.222457Z",
"iopub.status.busy": "2025-11-03T19:55:50.222329Z",
"iopub.status.idle": "2025-11-03T19:55:50.524053Z",
"shell.execute_reply": "2025-11-03T19:55:50.523473Z"
}
},
"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
}