{
"cells": [
{
"cell_type": "markdown",
"id": "title",
"metadata": {},
"source": [
"# Strip Text - Dev Testing Notebook\n",
"\n",
"Development notebook for testing strip text options, including `strip_text_x`, `strip_text_y`, `angle`, `size`, `hjust`, `vjust`, margins, and facet variants."
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "setup",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import pandas as pd\n",
"from lets_plot import *\n",
"LetsPlot.setup_html()"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "data",
"metadata": {},
"outputs": [],
"source": [
"# Base dataset: two factors with three levels each.\n",
"data = {\n",
" 'x': ['A', 'B', 'C', 'A', 'B', 'C', 'A', 'B', 'C',\n",
" 'A', 'B', 'C', 'A', 'B', 'C', 'A', 'B', 'C'],\n",
" 'row': ['North', 'North', 'North', 'South', 'South', 'South', 'East', 'East', 'East',\n",
" 'North', 'North', 'North', 'South', 'South', 'South', 'East', 'East', 'East'],\n",
" 'col': ['Alpha', 'Alpha', 'Alpha', 'Alpha', 'Alpha', 'Alpha', 'Alpha', 'Alpha', 'Alpha',\n",
" 'Beta', 'Beta', 'Beta', 'Beta', 'Beta', 'Beta', 'Beta', 'Beta', 'Beta'],\n",
" 'val': [12, 15, 9, 11, 7, 14, 6, 18, 10, 13, 8, 16, 5, 19, 11, 9, 14, 12]\n",
"}\n",
"\n",
"# Long-label dataset for testing layout under stress.\n",
"data_long = {\n",
" 'x': list(range(6)) * 4,\n",
" 'y': [i * 1.2 + (j % 2) for j in range(4) for i in range(6)],\n",
" 'row': ['Very Long Row Label One'] * 12 + ['Very Long Row Label Two'] * 12,\n",
" 'col': (['Short Col A'] * 6 + ['Short Col B'] * 6) * 2,\n",
"}\n",
"\n",
"base = ggplot(data, aes('x', 'val')) + geom_bar(stat='identity', fill='steelblue') + theme_bw()"
]
},
{
"cell_type": "markdown",
"id": "sec-x-angles",
"metadata": {},
"source": [
"## 1. `strip_text_x`: angle sweep (`facet_grid` columns)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "x-angles",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"(!) WARN: class GGBunch is deprecated and will be removed in future releases.\n",
"\n",
" Please, use function ggbunch() to combine several plots into\n",
" a single figure with custom layout.\n",
"\n"
]
},
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"angles = [0, 30, 45, 90, -45]\n",
"plots = []\n",
"for a in angles:\n",
" p = base + \\\n",
" facet_grid(x='col') + \\\n",
" theme(strip_text_x=element_text(angle=a, size=12)) + \\\n",
" ggtitle(f'strip_text_x angle={a}') + \\\n",
" ggsize(420, 220)\n",
" plots.append(p)\n",
"bunch = GGBunch()\n",
"for i, p in enumerate(plots):\n",
" bunch.add_plot(p, (i % 3) * 440, (i // 3) * 240)\n",
"bunch.show()"
]
},
{
"cell_type": "markdown",
"id": "sec-y-angles",
"metadata": {},
"source": [
"## 2. `strip_text_y`: angle sweep (`facet_grid` rows)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "y-angles",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"(!) WARN: class GGBunch is deprecated and will be removed in future releases.\n",
"\n",
" Please, use function ggbunch() to combine several plots into\n",
" a single figure with custom layout.\n",
"\n"
]
},
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plots = []\n",
"for a in angles:\n",
" p = base + \\\n",
" facet_grid(y='row') + \\\n",
" theme(strip_text_y=element_text(angle=a, size=12)) + \\\n",
" ggtitle(f'strip_text_y angle={a}') + \\\n",
" ggsize(420, 280)\n",
" plots.append(p)\n",
"bunch = GGBunch()\n",
"for i, p in enumerate(plots):\n",
" bunch.add_plot(p, (i % 3) * 440, (i // 3) * 300)\n",
"bunch.show()"
]
},
{
"cell_type": "markdown",
"id": "sec-both",
"metadata": {},
"source": [
"## 3. X and Y strips: independent angles (`facet_grid`)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "both-angles",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"(!) WARN: class GGBunch is deprecated and will be removed in future releases.\n",
"\n",
" Please, use function ggbunch() to combine several plots into\n",
" a single figure with custom layout.\n",
"\n"
]
},
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"combos = [(0, 90), (45, 0), (45, 45), (90, 90)]\n",
"plots = []\n",
"for ax, ay in combos:\n",
" p = base + \\\n",
" facet_grid(x='col', y='row') + \\\n",
" theme(\n",
" strip_text_x=element_text(angle=ax, size=11),\n",
" strip_text_y=element_text(angle=ay, size=11),\n",
" ) + \\\n",
" ggtitle(f'x_angle={ax}, y_angle={ay}') + \\\n",
" ggsize(460, 340)\n",
" plots.append(p)\n",
"bunch = GGBunch()\n",
"for i, p in enumerate(plots):\n",
" bunch.add_plot(p, (i % 2) * 480, (i // 2) * 360)\n",
"bunch.show()"
]
},
{
"cell_type": "markdown",
"id": "sec-font-size",
"metadata": {},
"source": [
"## 4. Font size effect at a fixed 45-degree angle"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "font-size",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"(!) WARN: class GGBunch is deprecated and will be removed in future releases.\n",
"\n",
" Please, use function ggbunch() to combine several plots into\n",
" a single figure with custom layout.\n",
"\n"
]
},
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"sizes = [8, 12, 16, 22]\n",
"plots = []\n",
"for s in sizes:\n",
" p = base + \\\n",
" facet_grid(x='col', y='row') + \\\n",
" theme(\n",
" strip_text_x=element_text(angle=45, size=s),\n",
" strip_text_y=element_text(angle=45, size=s),\n",
" ) + \\\n",
" ggtitle(f'size={s}, angle=45') + \\\n",
" ggsize(420, 320)\n",
" plots.append(p)\n",
"bunch = GGBunch()\n",
"for i, p in enumerate(plots):\n",
" bunch.add_plot(p, (i % 2) * 440, (i // 2) * 340)\n",
"bunch.show()"
]
},
{
"cell_type": "markdown",
"id": "sec-hjust-vjust",
"metadata": {},
"source": [
"## 5. `hjust` and `vjust` with `angle=45`"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "hjust-vjust",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"(!) WARN: class GGBunch is deprecated and will be removed in future releases.\n",
"\n",
" Please, use function ggbunch() to combine several plots into\n",
" a single figure with custom layout.\n",
"\n"
]
},
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"combos_jv = [(0, 0), (0.5, 0.5), (1, 1), (0, 1), (1, 0)]\n",
"plots = []\n",
"for h, v in combos_jv:\n",
" p = base + \\\n",
" facet_grid(x='col') + \\\n",
" theme(\n",
" strip_text_x=element_text(angle=45, size=13, hjust=h, vjust=v),\n",
" strip_background_x=element_rect(fill='aliceblue', color='steelblue'),\n",
" ) + \\\n",
" ggtitle(f'hjust={h}, vjust={v}') + \\\n",
" ggsize(420, 240)\n",
" plots.append(p)\n",
"bunch = GGBunch()\n",
"for i, p in enumerate(plots):\n",
" bunch.add_plot(p, (i % 3) * 440, (i // 3) * 260)\n",
"bunch.show()"
]
},
{
"cell_type": "markdown",
"id": "sec-facet-wrap",
"metadata": {},
"source": [
"## 6. `facet_wrap`: `strip_text_x` angle sweep"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "facet-wrap",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"(!) WARN: class GGBunch is deprecated and will be removed in future releases.\n",
"\n",
" Please, use function ggbunch() to combine several plots into\n",
" a single figure with custom layout.\n",
"\n"
]
},
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"data_wrap = {\n",
" 'x': list(range(5)) * 6,\n",
" 'y': [i + j * 0.7 for j in range(6) for i in range(5)],\n",
" 'grp': (['Group One'] * 5 + ['Group Two'] * 5 + ['Group Three'] * 5) * 2,\n",
"}\n",
"\n",
"plots = []\n",
"for a in [0, 30, 45, 90]:\n",
" p = ggplot(data_wrap, aes('x', 'y')) + \\\n",
" geom_point(color='steelblue') + \\\n",
" facet_wrap('grp', ncol=3) + \\\n",
" theme_bw() + \\\n",
" theme(strip_text_x=element_text(angle=a, size=12)) + \\\n",
" ggtitle(f'facet_wrap angle={a}') + \\\n",
" ggsize(480, 260)\n",
" plots.append(p)\n",
"bunch = GGBunch()\n",
"for i, p in enumerate(plots):\n",
" bunch.add_plot(p, (i % 2) * 500, (i // 2) * 280)\n",
"bunch.show()"
]
},
{
"cell_type": "markdown",
"id": "sec-long-labels",
"metadata": {},
"source": [
"## 7. Long strip labels: layout stress test"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "long-labels",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"base_long = ggplot(data_long, aes('x', 'y')) + geom_point(color='tomato') + theme_bw()\n",
"\n",
"for a in [0, 45, 90]:\n",
" p = base_long + \\\n",
" facet_grid(x='col', y='row') + \\\n",
" theme(\n",
" strip_text_x=element_text(angle=a, size=11),\n",
" strip_text_y=element_text(angle=a, size=11),\n",
" ) + \\\n",
" ggtitle(f'Long labels, angle={a}') + \\\n",
" ggsize(620, 380)\n",
" p.show()"
]
},
{
"cell_type": "markdown",
"id": "sec-full-theme",
"metadata": {},
"source": [
"## 8. Styled strips: color, face, and background"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "styled-strips",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" \n",
" "
],
"text/plain": [
""
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"(base +\n",
" facet_grid(x='col', y='row') +\n",
" theme(\n",
" strip_text_x=element_text(angle=35, size=13, face='bold', color='darkslategray'),\n",
" strip_text_y=element_text(angle=-35, size=13, face='italic', color='darkred'),\n",
" strip_background_x=element_rect(fill='aliceblue', color='cadetblue'),\n",
" strip_background_y=element_rect(fill='lemonchiffon', color='tan'),\n",
" ) +\n",
" ggtitle('Styled strips: x angle=35, y angle=-35') +\n",
" ggsize(560, 420)\n",
")"
]
},
{
"cell_type": "markdown",
"id": "sec-default",
"metadata": {},
"source": [
"## 9. Default `angle=0` baseline for comparison"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "default-baseline",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" \n",
" "
],
"text/plain": [
""
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"(base +\n",
" facet_grid(x='col', y='row') +\n",
" ggtitle('Default - no angle override') +\n",
" ggsize(560, 400)\n",
")"
]
}
],
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"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
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"version": 3
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"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
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