{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from lets_plot import *\n",
    "import lets_plot.mapping as pm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "LetsPlot.setup_html()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "data = {\n",
    "    'val': [1500, 1000, 1000, 500, 600, 700, 500, 600, 700, 700],\n",
    "    'order': [1, 1, 2, 2, 3, 3, 4, 4 , 5, 5],\n",
    "    'lon': [-82, -100, -82, -100, -82, -100, -82, -100, -82, -100],\n",
    "    'lat': [28, 31, 28, 31, 28, 31, 28, 31, 28, 31]\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "ggplot(data) + geom_livemap(aes(x='lon', y='lat', sym_y='val', fill='val'), symbol='bar', size = 30)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "ggplot(data) \\\n",
    "    + geom_livemap(aes(x='lon', y='lat', sym_x='order', sym_y= 'val', fill='val'), symbol='bar', size=50) \\\n",
    "    + scale_fill_gradient(low='yellow', high='red')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "ggplot(data) \\\n",
    "    + geom_livemap(aes(x='lon', y='lat', sym_x='order', sym_y='val', fill='val'), symbol='pie', size=32, color='orange') \\\n",
    "    + scale_fill_gradient(low='yellow', high='red') + ggsize(600,200)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "ggplot(data) \\\n",
    "    + geom_livemap(aes(x='lon', y='lat', sym_y='val', fill='val'), symbol='pie', size=32, color='orange') \\\n",
    "    + scale_fill_gradient(low='yellow', high='red') + ggsize(600,200)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "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": "3.7.10"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}