{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"from lets_plot import *\n",
"\n",
"LetsPlot.setup_html()\n",
"LetsPlot.set_theme(theme_grey())"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"data = {\n",
" 'drink': ['coffee','tea','water', 'milk'],\n",
" 'mean': [3, 4, 6, 2],\n",
" 'upper': [1, 5, 7, 4],\n",
" 'lower': [6, 3, 2, 1]\n",
"}"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" \n",
" "
],
"text/plain": [
""
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ggplot(data) + \\\n",
" geom_crossbar(aes(x='drink', middle='mean', ymin='lower', ymax='upper', color='mean'),\n",
" tooltips=layer_tooltips().disable_splitting()) + \\\n",
" scale_color_discrete() + theme_grey()"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" \n",
" "
],
"text/plain": [
""
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ggplot(data) + \\\n",
" geom_crossbar(aes(x='drink', middle='mean', ymin='lower', ymax='upper', color='mean'),\n",
" fill_by='color',\n",
" tooltips=layer_tooltips().disable_splitting()) + \\\n",
" scale_color_discrete()"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"tags": []
},
"outputs": [
{
"data": {
"text/html": [
" \n",
" "
],
"text/plain": [
""
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ggplot(data) + geom_crossbar(aes(x='drink', middle='mean', ymin='lower', ymax='upper', color='mean'))"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" \n",
" "
],
"text/plain": [
""
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ggplot(data) + \\\n",
" geom_errorbar(aes(x='drink', y='mean', ymin='lower', ymax='upper', color='mean')) + \\\n",
" scale_color_discrete()"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" \n",
" "
],
"text/plain": [
""
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ggplot(data) + \\\n",
" geom_pointrange(aes(x='drink', y='mean', ymin='lower', ymax='upper', fill='mean'), \\\n",
" size=3, linewidth=3, shape=21, color='dark_green') + \\\n",
" scale_fill_discrete()"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" \n",
" "
],
"text/plain": [
""
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ggplot(data) + \\\n",
" geom_pointrange(aes(x='drink', y='mean', ymin='lower', ymax='upper', fill='mean'),\n",
" size=3, linewidth=3, shape=21, color='dark_green', alpha=0.5) + \\\n",
" scale_fill_discrete()"
]
}
],
"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": "3.7.10"
}
},
"nbformat": 4,
"nbformat_minor": 4
}