{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "9e03e303-0954-4928-9b99-556210d1f283",
"metadata": {},
"outputs": [],
"source": [
"from lets_plot import *"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "b1c630b5-3639-4c42-85a2-f416ddd08908",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"LetsPlot.setup_html()"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "d7b371ef-ecdb-467d-be4f-e5ad2c64d58c",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" \n",
" "
],
"text/plain": [
""
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"def plot1(position=None):\n",
" data = {'x': [0, 0], 'y': [0, 0], 'g': ['a', 'b']}\n",
" return ggplot(data, aes('x', 'y', color='g')) + \\\n",
" geom_point(position=position) + \\\n",
" ggtitle(\"position={0}\".format(str(position).replace(\"\\n\", \"\")))\n",
"\n",
"gggrid([\n",
" plot1(),\n",
" plot1(\"dodge\"),\n",
" plot1(position_dodge()),\n",
" plot1(position_dodge(width=1.5)),\n",
"], ncol=2)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "9e2c011a-e49a-4646-8129-0fb92f7547ba",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" \n",
" "
],
"text/plain": [
""
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"def plot2(position=None):\n",
" data = {\n",
" 'x': ['a', 'a', 'a', 'a', 'b', 'b', 'b', 'b'],\n",
" 'y': [0, 1, -1, 0, -1, 2, -2, 1],\n",
" 'g': ['x', 'x', 'y', 'y', 'x', 'x', 'y', 'y']\n",
" }\n",
" return ggplot(data, aes('x', 'y', color='g')) + \\\n",
" geom_boxplot(position=position) + \\\n",
" ggtitle(\"position={0}\".format(str(position).replace(\"\\n\", \"\")))\n",
"\n",
"gggrid([\n",
" plot2(),\n",
" plot2(\"dodge\"),\n",
" plot2(position_dodge()),\n",
" plot2(position_dodge(width=1.5)),\n",
" plot2(\"jitter\"),\n",
" plot2(position_jitter()),\n",
" plot2(position_jitter(width=2, height=10)),\n",
"], ncol=2)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "7ae5c363-e82b-480a-ad45-97b74ba741c1",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" \n",
" "
],
"text/plain": [
""
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"def plot3(*, width=None, height=None, position=None):\n",
" data = {'x': [0] * 5000, 'y': [0] * 5000}\n",
" return ggplot(data, aes('x', 'y')) + \\\n",
" geom_jitter(width=width, height=height, position=position) + \\\n",
" ggtitle(\"width={0}, height={1},\\nposition={2}\".format(width, height, str(position).replace(\"\\n\", \"\")))\n",
"\n",
"gggrid([\n",
" plot3(),\n",
" plot3(width=2, height=1),\n",
" plot3(position=position_jitter(width=4, height=2)),\n",
" plot3(width=2, height=1, position=position_jitter(width=4, height=2)),\n",
" plot3(width=2, position=position_jitter(height=2)),\n",
"], ncol=2)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "fd03093d-47db-4133-8014-a9b0a3b4b3fd",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" \n",
" "
],
"text/plain": [
""
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"def plot4(stackgroups=None):\n",
" data = {\n",
" 'x': ['a', 'a', 'a', 'a', 'b', 'b', 'b', 'b'],\n",
" 'y': [0, 1, -1, 0, -1, 2, -2, 1],\n",
" 'g': ['x', 'x', 'y', 'y', 'x', 'x', 'y', 'y']\n",
" }\n",
" return ggplot(data, aes('x', 'y', fill='g')) + \\\n",
" geom_ydotplot(stackgroups=stackgroups, dotsize=5, alpha=.5) + \\\n",
" ggtitle(\"stackgroups={0}\".format(stackgroups))\n",
"\n",
"gggrid([\n",
" plot4(False),\n",
" plot4(True),\n",
"])"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "72bbb015-8d04-4d1c-a426-88d3a58108cc",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" \n",
" "
],
"text/plain": [
""
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"def plot5(*, nudge_x=None, nudge_y=None, position=None):\n",
" data = {'x': [0, 0], 'y': [0, 0], 'g': ['a', 'b']}\n",
" return ggplot(data, aes('x', 'y', color='g')) + \\\n",
" geom_point(size=40, alpha=.2) + \\\n",
" geom_text(aes(label='g'), nudge_x=nudge_x, nudge_y=nudge_y, position=position, \\\n",
" size=20, show_legend=False) + \\\n",
" ggtitle(\"nudge_x={0}, nudge_y={1},\\nposition={2}\".format(nudge_x, nudge_y, str(position).replace(\"\\n\", \"\")))\n",
"\n",
"gggrid([\n",
" plot5(),\n",
" plot5(nudge_x=.2),\n",
" plot5(nudge_x=.2, position='identity'),\n",
" plot5(nudge_x=.2, position=position_nudge(x=.4)),\n",
" plot5(nudge_x=.2, position=position_nudge(y=.2)),\n",
" plot5(position='dodge'),\n",
" plot5(nudge_x=.2, position='dodge'),\n",
" plot5(nudge_y=.2, position='dodge'),\n",
"], ncol=2)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"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": "3.10.15"
}
},
"nbformat": 4,
"nbformat_minor": 5
}