{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "b96c1a52-8adc-4cde-96be-d192234c48d7",
   "metadata": {},
   "source": [
    "Creación y personalización de una gráfica en Matplotlib --- 12:05 min\n",
    "===\n",
    "\n",
    "* 12:05 min | Última modificación: Octubre 6, 2021 "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cb35d611-9e63-452a-88d4-47be4255d96d",
   "metadata": {},
   "source": [
    "Matplotlib es una de las principales librerías utilizadas para graficación de datos en Python. En este tutorial se explica como crear y personalizar un gráfico simple."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ec469f19-faf5-4faa-8b1c-d0fb7a9d9d49",
   "metadata": {},
   "source": [
    "**Matplotlib cheatsheets**: https://github.com/matplotlib/cheatsheets#cheatsheets"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7402b86c-455d-45dc-b871-1abc415afc64",
   "metadata": {
    "tags": []
   },
   "source": [
    "Datos\n",
    "---"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "ccb09a3d-bb5b-40a9-9aa7-c3b4fd619796",
   "metadata": {},
   "outputs": [],
   "source": [
    "#\n",
    "# Se desean graficar las ventas mensuales en $.\n",
    "# Las cantidades están en K\n",
    "#\n",
    "data = {\n",
    "    \"month\": [\n",
    "        \"jan\",\n",
    "        \"feb\",\n",
    "        \"mar\",\n",
    "        \"apr\",\n",
    "        \"may\",\n",
    "        \"jun\",\n",
    "        \"jul\",\n",
    "        \"aug\",\n",
    "        \"sep\",\n",
    "        \"oct\",\n",
    "        \"nov\",\n",
    "        \"dic\",\n",
    "    ],\n",
    "    \"amount\": [333, 335, 445, 475, 560, 720, 950, 1090, 1380, 1162, 934, 860],\n",
    "}"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "abe8fa04-4ac6-41b2-938f-c187274b89cf",
   "metadata": {},
   "source": [
    "Gráfico inicial\n",
    "---"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "57acbb1a-179e-486b-8fbe-44605ca1dea8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#\n",
    "# Se verifica que se tenga una gráfica con\n",
    "# valores de sus parámetros por defecto.\n",
    "#\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "plt.bar(\n",
    "    x=\"month\",\n",
    "    height=\"amount\",\n",
    "    width=0.8,\n",
    "    bottom=None,\n",
    "    data=data,\n",
    ")\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8803e85f-b84d-4be1-b329-e46ddd6e7ec8",
   "metadata": {
    "tags": []
   },
   "source": [
    "Paso 1: Tamaño del gráfico\n",
    "---"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "d2975dec-e5c1-45ea-92d1-69a64da2d740",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 648x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#\n",
    "# Paso 1: se ajusta el tamaño del grafico.\n",
    "#\n",
    "plt.figure(figsize=(9, 6))\n",
    "\n",
    "plt.bar(\n",
    "    x=\"month\",\n",
    "    height=\"amount\",\n",
    "    width=0.8,\n",
    "    bottom=None,\n",
    "    data=data,\n",
    ")\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "89f11a6b-9c3e-4d9a-bdd9-97dabdcd87d9",
   "metadata": {
    "tags": []
   },
   "source": [
    "Paso 2: Se agrega el títulos y los nombres de los ejes.\n",
    "---"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "fcd3ad34-afa9-460a-bfe2-e14f194cd32c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 648x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(9, 6))\n",
    "\n",
    "plt.bar(\n",
    "    x=\"month\",\n",
    "    height=\"amount\",\n",
    "    width=0.8,\n",
    "    bottom=None,\n",
    "    data=data,\n",
    ")\n",
    "\n",
    "plt.title(\"Sold Units\", fontsize=18)\n",
    "plt.xlabel(\"Month\", fontsize=14)\n",
    "plt.ylabel(\"Amount\")\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "826a1f28-b35f-49ac-b1a0-f198378f7384",
   "metadata": {},
   "source": [
    "Paso 3: Se personalizan las barras\n",
    "---"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "61a96c81-1d4d-4ce0-a5bf-8693c321f2d6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 648x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(9, 6))\n",
    "\n",
    "plt.bar(\n",
    "    x=\"month\",\n",
    "    height=\"amount\",\n",
    "    width=0.8,\n",
    "    bottom=None,\n",
    "    data=data,\n",
    "    #\n",
    "    color=\"lightsteelblue\",\n",
    "    alpha=0.3,\n",
    "    edgecolor=\"darkblue\",\n",
    "    linewidth=3,\n",
    ")\n",
    "\n",
    "plt.title(\"Sold Units\", fontsize=18)\n",
    "plt.xlabel(\"Month\", fontsize=14)\n",
    "plt.ylabel(\"Amount\")\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ee34e26f-11a4-4de9-86a7-c83f36f6111e",
   "metadata": {
    "tags": []
   },
   "source": [
    "Paso 4: Se formatea el eje X\n",
    "---"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "bb384a85-73d5-43f8-ac95-313c3f508862",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 648x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(9, 6))\n",
    "\n",
    "plt.bar(\n",
    "    x=\"month\",\n",
    "    height=\"amount\",\n",
    "    width=0.8,\n",
    "    bottom=None,\n",
    "    data=data,\n",
    "    #\n",
    "    color=\"lightsteelblue\",\n",
    "    alpha=0.3,\n",
    "    edgecolor=\"darkblue\",\n",
    "    linewidth=3,\n",
    ")\n",
    "\n",
    "plt.title(\"Sold Units\", fontsize=18)\n",
    "plt.xlabel(\"Month\", fontsize=14)\n",
    "plt.ylabel(\"Amount\")\n",
    "\n",
    "plt.xticks(rotation=\"vertical\")\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c161192a-f0cd-4bc6-bff1-0493fec1f20e",
   "metadata": {},
   "source": [
    "Paso 5: Se formatea el eje Y\n",
    "---"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "68483f18-e4d0-40a2-9220-a2a411d86818",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 648x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.ticker as tick\n",
    "\n",
    "plt.figure(figsize=(9, 6))\n",
    "\n",
    "plt.bar(\n",
    "    x=\"month\",\n",
    "    height=\"amount\",\n",
    "    width=0.8,\n",
    "    bottom=None,\n",
    "    data=data,\n",
    "    #\n",
    "    color=\"lightsteelblue\",\n",
    "    alpha=0.3,\n",
    "    edgecolor=\"darkblue\",\n",
    "    linewidth=3,\n",
    ")\n",
    "\n",
    "plt.title(\"Sold Units\", fontsize=18)\n",
    "plt.xlabel(\"Month\", fontsize=14)\n",
    "plt.ylabel(\"Amount\")\n",
    "\n",
    "plt.xticks(rotation=\"vertical\")\n",
    "\n",
    "#\n",
    "# Función para formatear la cantidad. Note\n",
    "# que retorna un string\n",
    "#\n",
    "def yaxis_format(y_value, y_position):\n",
    "    if y_value >= 1e3:\n",
    "        y_formated = \"$ {:1.1f} M\".format(y_value * 1e-3)\n",
    "    else:\n",
    "        y_formated = \"$ {:3.0f} K\".format(y_value)\n",
    "    return y_formated\n",
    "\n",
    "\n",
    "plt.gca().yaxis.set_major_formatter(\n",
    "    tick.FuncFormatter(yaxis_format),\n",
    ")\n",
    "\n",
    "#\n",
    "# Límites del eje Y\n",
    "#\n",
    "plt.gca().set_ylim(200, 1400)\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1db2b4ee-e517-4c9c-8804-dd938dff1f99",
   "metadata": {},
   "source": [
    "Paso 6: Se formatea el fondo\n",
    "---"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "164f72ed-f4ff-4a80-82fe-b73b8b11a1d7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 648x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(9, 6))\n",
    "\n",
    "plt.bar(\n",
    "    x=\"month\",\n",
    "    height=\"amount\",\n",
    "    width=0.8,\n",
    "    bottom=None,\n",
    "    data=data,\n",
    "    #\n",
    "    color=\"lightsteelblue\",\n",
    "    alpha=0.3,\n",
    "    edgecolor=\"darkblue\",\n",
    "    linewidth=3,\n",
    ")\n",
    "\n",
    "plt.title(\"Sold Units\", fontsize=18)\n",
    "plt.xlabel(\"Month\", fontsize=14)\n",
    "plt.ylabel(\"Amount\")\n",
    "\n",
    "plt.xticks(rotation=\"vertical\")\n",
    "\n",
    "\n",
    "def yaxis_format(y_value, y_position):\n",
    "    if y_value >= 1e3:\n",
    "        y_formated = \"$ {:1.1f} M\".format(y_value * 1e-3)\n",
    "    else:\n",
    "        y_formated = \"$ {:3.0f} K\".format(y_value)\n",
    "    return y_formated\n",
    "\n",
    "\n",
    "plt.gca().yaxis.set_major_formatter(\n",
    "    tick.FuncFormatter(yaxis_format),\n",
    ")\n",
    "\n",
    "plt.gca().set_ylim(200, 1400)\n",
    "\n",
    "plt.gca().spines[\"left\"].set_color(\"gray\")\n",
    "plt.gca().spines[\"bottom\"].set_color(\"gray\")\n",
    "plt.gca().spines[\"top\"].set_visible(False)\n",
    "plt.gca().spines[\"right\"].set_visible(False)\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f247b38e-49f8-41e9-9fa1-31d6d9d325bb",
   "metadata": {},
   "source": [
    "Paso 7: Se ajusta el tamaño de la figura\n",
    "---"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "56061360-2b3c-4516-b698-f2cbf70e1eb1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 648x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(9, 6))\n",
    "\n",
    "plt.bar(\n",
    "    x=\"month\",\n",
    "    height=\"amount\",\n",
    "    width=0.8,\n",
    "    bottom=None,\n",
    "    data=data,\n",
    "    #\n",
    "    color=\"lightsteelblue\",\n",
    "    alpha=0.3,\n",
    "    edgecolor=\"darkblue\",\n",
    "    linewidth=3,\n",
    ")\n",
    "\n",
    "plt.title(\"Sold Units\", fontsize=18)\n",
    "plt.xlabel(\"Month\", fontsize=14)\n",
    "plt.ylabel(\"Amount\")\n",
    "\n",
    "plt.xticks(rotation=\"vertical\")\n",
    "\n",
    "\n",
    "def yaxis_format(y_value, y_position):\n",
    "    if y_value >= 1e3:\n",
    "        y_formated = \"$ {:1.1f} M\".format(y_value * 1e-3)\n",
    "    else:\n",
    "        y_formated = \"$ {:3.0f} K\".format(y_value)\n",
    "    return y_formated\n",
    "\n",
    "\n",
    "plt.gca().yaxis.set_major_formatter(\n",
    "    tick.FuncFormatter(yaxis_format),\n",
    ")\n",
    "\n",
    "plt.gca().set_ylim(200, 1400)\n",
    "\n",
    "plt.gca().spines[\"left\"].set_color(\"gray\")\n",
    "plt.gca().spines[\"bottom\"].set_color(\"gray\")\n",
    "plt.gca().spines[\"top\"].set_visible(False)\n",
    "plt.gca().spines[\"right\"].set_visible(False)\n",
    "\n",
    "plt.tight_layout()\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "91fa71c5-d04d-4750-b93c-927ca00f676e",
   "metadata": {
    "tags": []
   },
   "source": [
    "![matplotlib_base_colors.png](images/matplotlib_base_colors.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "804938df-8a5c-4f6d-bcfc-44d6f3deebc8",
   "metadata": {},
   "source": [
    "![matplotlib_tableau_colors.png](images/matplotlib_tableau_colors.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "db35c989-3fdd-4b8c-89f9-6582d8aa1f78",
   "metadata": {
    "tags": []
   },
   "source": [
    "![matplotlib_css_colors.png](images/matplotlib_css_colors.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "420a98f3-b2a1-499f-8714-f8901b5c7150",
   "metadata": {},
   "source": [
    "## Sitios de referencia con ejemplos"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "05a34d90-ffdc-4f39-b203-b948aca286d5",
   "metadata": {},
   "source": [
    "* https://www.machinelearningplus.com/plots/top-50-matplotlib-visualizations-the-master-plots-python/"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e0581ffd-5951-442a-a8ca-232121525d20",
   "metadata": {},
   "source": [
    "* https://www.data-to-viz.com"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d4f5b673-670c-4b2e-9fdc-6ae6856ef268",
   "metadata": {},
   "source": [
    "* https://pythonplot.com"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ae4e3425-a594-4db4-90f0-c2c0e57fc6d7",
   "metadata": {},
   "source": [
    "* https://www.python-graph-gallery.com"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8c0c3cf6-ea89-4bcd-87c5-5641dcc2a0ae",
   "metadata": {},
   "source": [
    "* https://matplotlib.org/devdocs/gallery/index.html"
   ]
  }
 ],
 "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": "3.6.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}