{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "defacae4-2a0b-4a9f-8b57-01bb469350c5",
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"from datetime import datetime\n",
"from lets_plot import *"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "d33a1c37-0dfe-4a4f-8fd2-76eff43e35eb",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"LetsPlot.setup_html()"
]
},
{
"cell_type": "markdown",
"id": "4d95fba1-3ea1-4ce8-a70e-40060a8bb3c2",
"metadata": {},
"source": [
"# Verifying hjust and vjust for axis labels"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "df4ed66a-8586-4828-97e3-ea2714ffa25f",
"metadata": {},
"outputs": [],
"source": [
"data = {\n",
" \"x\": [\"OXXXXXXX\", \"OOOOO\", \"It's lXXX\", \"XOOOOXXX\"],\n",
" \"y\": [500, 1000, 500, 0],\n",
" \"z\": [\"a\", \"b\", \"c\", \"d\"]\n",
"}"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "46a9ea97-abcf-4cb9-9553-f7732dcbf686",
"metadata": {},
"outputs": [],
"source": [
"justifications = [1.0, 0.5, 0.0]\n",
"angles=[90, 30, 0, -30, 90]"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "776fd525-2402-480d-889e-40908bd6ee14",
"metadata": {},
"outputs": [],
"source": [
"def create_plot(position, angle, hjust, vjust):\n",
" if position == 'top' or position == 'bottom':\n",
" theme_element = theme(axis_text_x=element_text(angle=angle, hjust=hjust, vjust=vjust), axis_title=\"blank\") + \\\n",
" scale_x_discrete(position = f'{position}')\n",
" x_data = \"x\"\n",
" else:\n",
" theme_element = theme(axis_text_y=element_text(angle=angle, hjust=hjust, vjust=vjust), axis_title=\"blank\") + \\\n",
" scale_y_discrete(position = f'{position}') \n",
" x_data = \"z\"\n",
" return (\n",
" ggplot(data) + \n",
" geom_point(aes(x=x_data, y=\"y\"), size=5) + \n",
" theme_classic() + \n",
" ggtitle(f\"h{hjust}, v{vjust}\") +\n",
" theme_element\n",
" )\n",
"\n",
" \n",
"def generate_all_plots(position, angle):\n",
" return [create_plot(position=position, angle=angle, hjust=hjust, vjust=vjust)\n",
" for hjust in justifications\n",
" for vjust in justifications]\n",
"\n",
"\n",
"def create_plot_grid(position):\n",
" for angle in angles:\n",
" print('-'*150)\n",
" print(f'ANGLE: {angle}°')\n",
" (gggrid(generate_all_plots(position, angle), ncol=3) + ggsize(1024, 1024)).show()"
]
},
{
"cell_type": "markdown",
"id": "6012def9-7f8c-4c20-9c5b-916172c1eed3",
"metadata": {},
"source": [
"## Default values"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "762cd971-9898-40e2-a8ef-f9ac0b543b3a",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" \n",
" "
],
"text/plain": [
""
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ggplot(data) + \\\n",
" geom_point(aes(x=\"x\", y=\"y\"), size=5) + \\\n",
" theme_classic() + \\\n",
" theme(axis_text_x=element_text(angle=30), axis_text_y=element_text(angle=30)) + \\\n",
" ggsize(450, 312)"
]
},
{
"cell_type": "markdown",
"id": "f2a99504-ad97-4b23-9c6b-a35fb7fefc79",
"metadata": {},
"source": [
"# Bottom axis"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "ee942896-73b8-4af9-af78-ee0c5345a292",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"ANGLE: 90°\n"
]
},
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"ANGLE: 30°\n"
]
},
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"ANGLE: 0°\n"
]
},
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"ANGLE: -30°\n"
]
},
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"ANGLE: 90°\n"
]
},
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"create_plot_grid('bottom')"
]
},
{
"cell_type": "markdown",
"id": "5a1477b8-6db2-4c04-bcc4-0a2fbec921a8",
"metadata": {},
"source": [
"# Top axis"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "6855f2b9-2ce5-4bac-b75c-c09186c1c588",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"ANGLE: 90°\n"
]
},
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"ANGLE: 30°\n"
]
},
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"ANGLE: 0°\n"
]
},
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"ANGLE: -30°\n"
]
},
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"ANGLE: 90°\n"
]
},
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"create_plot_grid('top')"
]
},
{
"cell_type": "markdown",
"id": "e7d2b331-a9d4-4406-a8a5-aee87c44a796",
"metadata": {},
"source": [
"# Left axis"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "042a066f-59fb-4044-929e-830652645555",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"ANGLE: 90°\n"
]
},
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"ANGLE: 30°\n"
]
},
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"ANGLE: 0°\n"
]
},
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"ANGLE: -30°\n"
]
},
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"ANGLE: 90°\n"
]
},
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"create_plot_grid('left')"
]
},
{
"cell_type": "markdown",
"id": "04aafc36-7e86-4195-96e4-69959a5bd84f",
"metadata": {},
"source": [
"# Right axis"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "7e55153c-816f-45af-ae27-db38a88b2dc5",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"ANGLE: 90°\n"
]
},
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"ANGLE: 30°\n"
]
},
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"ANGLE: 0°\n"
]
},
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"ANGLE: -30°\n"
]
},
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"ANGLE: 90°\n"
]
},
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"create_plot_grid('right')"
]
},
{
"cell_type": "markdown",
"id": "dc0c7cc0-0791-4364-b180-ff5ee1eecaa0",
"metadata": {},
"source": [
"# Unusual values"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "35dca21e-9b3c-4872-bad9-67bf9af1fdcd",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" \n",
" "
],
"text/plain": [
""
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ggplot(data) + \\\n",
" geom_point(aes(x=\"x\", y=\"y\"), size=5) + \\\n",
" theme_classic() + \\\n",
" theme(axis_text_x=element_text(angle=-30, hjust = 0.7, vjust=0.2), axis_text_y=element_text(angle=30, hjust=1, vjust=0.2)) + \\\n",
" ggsize(450, 312)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "976db71c-b20c-4d97-9b71-95daaf1a0b9f",
"metadata": {},
"outputs": [],
"source": []
}
],
"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": "3.8.18"
}
},
"nbformat": 4,
"nbformat_minor": 5
}