{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
""
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "OYNhu_5xVYGP"
},
"source": [
"# Matplotlib \n",
"Librería para gráficos en Python \n",
"Podemos ver la galería de gráficos que ofrece [https://matplotlib.org/stable/gallery/index.html](https://matplotlib.org/stable/gallery/index.html)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "9_FVynlqVYGb"
},
"source": [
"## Gráficas de puntos o líneas \n",
"- Gráficas básicas \n",
"- Visualizar gran número de datos \n",
"- Analizar tendencias entre variables (correlaciones y para series temporales)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "pEoD-MY5VYGd"
},
"source": [
"### Cargamos los datos del DataFrame"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"id": "XhKsil2CVYGg"
},
"outputs": [],
"source": [
"# Importamos el paquete pandas para trabajar con el DataFrame\n",
"import pandas as pd\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"id": "c91JpreyVYGj",
"outputId": "8670961e-803c-487f-fe81-b9e849492594",
"colab": {
"base_uri": "https://localhost:8080/"
}
},
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"[['Facebook', 2740, True, 2006],\n",
" ['Twitter', 339, False, 2006],\n",
" ['Instagram', 1221, True, 2010],\n",
" ['YouTube', 2291, False, 2005],\n",
" ['LinkedIn', 727, False, 2003],\n",
" ['WhatsApp', 2000, True, 2009],\n",
" ['TikTok', 689, False, 2016],\n",
" ['Telegram', 500, False, 2013]]"
]
},
"metadata": {},
"execution_count": 2
}
],
"source": [
"# creamos la matriz\n",
"fbk = ['Facebook', 2740, True, 2006]\n",
"twt = ['Twitter', 339, False, 2006]\n",
"ig = ['Instagram', 1221, True, 2010]\n",
"yt = ['YouTube', 2291, False, 2005]\n",
"lkn = ['LinkedIn', 727, False, 2003]\n",
"wsp = ['WhatsApp', 2000, True, 2009]\n",
"tik = ['TikTok', 689, False, 2016]\n",
"tel = ['Telegram', 500, False, 2013]\n",
"\n",
"rrss = [fbk,twt,ig,yt,lkn,wsp,tik,tel] # redes sociales 2021\n",
"rrss"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"id": "63cqOoP4VYGp",
"outputId": "6f8829ab-f9a1-4fdd-8e8f-4c95f8aae9ca",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 300
}
},
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
" Nombre Usuarios es_FBK Año\n",
"0 Facebook 2740 True 2006\n",
"1 Twitter 339 False 2006\n",
"2 Instagram 1221 True 2010\n",
"3 YouTube 2291 False 2005\n",
"4 LinkedIn 727 False 2003\n",
"5 WhatsApp 2000 True 2009\n",
"6 TikTok 689 False 2016\n",
"7 Telegram 500 False 2013"
],
"text/html": [
"\n",
"
\n",
"
\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" Nombre | \n",
" Usuarios | \n",
" es_FBK | \n",
" Año | \n",
"
\n",
" \n",
" \n",
" \n",
" 0 | \n",
" Facebook | \n",
" 2740 | \n",
" True | \n",
" 2006 | \n",
"
\n",
" \n",
" 1 | \n",
" Twitter | \n",
" 339 | \n",
" False | \n",
" 2006 | \n",
"
\n",
" \n",
" 2 | \n",
" Instagram | \n",
" 1221 | \n",
" True | \n",
" 2010 | \n",
"
\n",
" \n",
" 3 | \n",
" YouTube | \n",
" 2291 | \n",
" False | \n",
" 2005 | \n",
"
\n",
" \n",
" 4 | \n",
" LinkedIn | \n",
" 727 | \n",
" False | \n",
" 2003 | \n",
"
\n",
" \n",
" 5 | \n",
" WhatsApp | \n",
" 2000 | \n",
" True | \n",
" 2009 | \n",
"
\n",
" \n",
" 6 | \n",
" TikTok | \n",
" 689 | \n",
" False | \n",
" 2016 | \n",
"
\n",
" \n",
" 7 | \n",
" Telegram | \n",
" 500 | \n",
" False | \n",
" 2013 | \n",
"
\n",
" \n",
"
\n",
"
\n",
"
\n",
"
\n"
]
},
"metadata": {},
"execution_count": 3
}
],
"source": [
"# convertimos la matriz en un DataFrame\n",
"df_rrss = pd.DataFrame(rrss,\n",
" columns = ['Nombre', 'Usuarios', 'es_FBK', 'Año'])\n",
"\n",
"df_rrss"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "heCqDfE8VYGs"
},
"source": [
"### Hacer una gráfica utilizando listas"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"id": "AcyyNGs_VYGt"
},
"outputs": [],
"source": [
"# Importamos el paquete\n",
"import matplotlib.pyplot as plt"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"id": "sbkt890vVYGv",
"outputId": "c6e8317f-2c78-421a-de55-73ce78b44c2b",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 430
}
},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
""
],
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\n"
},
"metadata": {}
}
],
"source": [
"# ejemplo\n",
"x = [1, 2, 3, 4, 5]\n",
"y = [1, 8, 27, 64, 125] # cubos\n",
"plt.plot(x, y)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "JNsVK4USVYGy"
},
"source": [
"### Gráfico de líneas con el DataFrame"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"id": "GqbpUCuwVYG6",
"outputId": "64b46b37-802d-4688-f895-0a04fe4c9b00",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 430
}
},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
""
],
"image/png": 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\n"
},
"metadata": {}
}
],
"source": [
"plt.plot(df_rrss['Nombre'], df_rrss['Usuarios'])\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "OJGdkLIeVYG-"
},
"source": [
"## Gráfico de puntos"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"id": "ho8sNnBEVYG_",
"outputId": "60224e9d-f098-4cf3-bc99-c47b8221f999",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 430
}
},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
""
],
"image/png": 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\n"
},
"metadata": {}
}
],
"source": [
"plt.scatter(df_rrss['Nombre'], df_rrss['Usuarios'])\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "KXInRvUGVYHB"
},
"source": [
"#### Con Pandas \n",
"Utilizando un método de Pandas sobre el DataFrame obtenemos un gráfico similar al anterior."
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"id": "YzCYchVmVYHD",
"outputId": "b3fba591-0acd-46f1-c391-7e093bc5e5e1",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 449
}
},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
""
],
"image/png": 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\n"
},
"metadata": {}
}
],
"source": [
"df_rrss.plot(kind = 'scatter', x = 'Nombre', y = 'Usuarios')\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "5hqReo0XVYHE"
},
"source": [
"## Gráficos de barras "
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"id": "w2BrvB1gVYHL",
"outputId": "4b095856-ed4b-4876-9a19-c47b7d70208f",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 430
}
},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
""
],
"image/png": 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\n"
},
"metadata": {}
}
],
"source": [
"plt.bar(df_rrss['Nombre'], df_rrss['Usuarios'])\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "nOidSFJtVYHP"
},
"source": [
"### Gráfico de barras ordenado"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"id": "mBAKx3-cVYHQ",
"outputId": "91a9c23e-2a1f-449d-8f08-51adc6b1122f",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 430
}
},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
""
],
"image/png": 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\n"
},
"metadata": {}
}
],
"source": [
"df_rrss_sort = df_rrss.sort_values('Usuarios', ascending = False)\n",
"plt.bar(df_rrss_sort['Nombre'], df_rrss_sort['Usuarios'])\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "tbTuY9cJVYHR"
},
"source": [
"#### Colores en las barras"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"id": "ztBtQLexVYHS",
"outputId": "d7c96341-7530-47c8-90b9-e4aeb4e1c77f",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 430
}
},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
""
],
"image/png": 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\n"
},
"metadata": {}
}
],
"source": [
"# gráfico de barras ordenado, con color y leyenda de barras\n",
"\n",
"# cambiamos el color del fondo\n",
"ax = plt.axes()\n",
"ax.set_facecolor(\"orange\")\n",
"\n",
"# construimos el gráfico de barras\n",
"plt.bar(df_rrss_sort['Nombre'],\n",
" df_rrss_sort['Usuarios'],\n",
" color = ['b', 'g', 'r', 'c', 'm', 'y', 'w', 'k'])\n",
"\n",
"# Creamos los nombres del eje x\n",
"bars = ('fbk', 'twt', 'ig', 'yt', 'lkn', 'wsp', 'tik', 'tel')\n",
"x_pos = np.arange(len(bars))\n",
"plt.xticks(x_pos, bars)\n",
"\n",
"plt.show()\n",
"\n",
"# b: blue\n",
"# g: green\n",
"# r: red\n",
"# c: cyan\n",
"# m: magenta\n",
"# y: yellow\n",
"# k: black\n",
"# w: white"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "Im6AXmJvVYHU"
},
"source": [
"## Gráficos de sectores (tarta - pie)"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"id": "EUQjiRI2VYHa",
"outputId": "dd9565f2-44d0-416e-bb6b-d82eb8fda007",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 406
}
},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
""
],
"image/png": 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\n"
},
"metadata": {}
}
],
"source": [
"# utilizando matplotlib\n",
"plt.pie(df_rrss['Usuarios'],\n",
" labels = df_rrss['Nombre'])\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {
"id": "zfgN6xnnVYHj"
},
"outputs": [],
"source": [
"# lista personalizada de colores\n",
"lista_color_rrss = ['#3b5998', '#FF0000', '#25d366', '#8a3ab9', '#0e76a8', '#ee1d52', '#4995be', '#00acee']"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {
"id": "00eJLQD2VYHu",
"outputId": "d102b764-39db-4cbd-e0d1-d8a71e504e88",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 406
}
},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
""
],
"image/png": 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\n"
},
"metadata": {}
}
],
"source": [
"plt.pie(df_rrss_sort['Usuarios'],\n",
" labels = df_rrss_sort['Nombre'],\n",
" colors = lista_color_rrss)\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {
"id": "mjS3pcPBVYHx",
"outputId": "faf886dd-93b5-4f56-fde4-1f077bd3fb24",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 300
}
},
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
" Nombre Usuarios es_FBK Año\n",
"0 Facebook 2740 True 2006\n",
"3 YouTube 2291 False 2005\n",
"5 WhatsApp 2000 True 2009\n",
"2 Instagram 1221 True 2010\n",
"4 LinkedIn 727 False 2003\n",
"6 TikTok 689 False 2016\n",
"7 Telegram 500 False 2013\n",
"1 Twitter 339 False 2006"
],
"text/html": [
"\n",
" \n",
"
\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" Nombre | \n",
" Usuarios | \n",
" es_FBK | \n",
" Año | \n",
"
\n",
" \n",
" \n",
" \n",
" 0 | \n",
" Facebook | \n",
" 2740 | \n",
" True | \n",
" 2006 | \n",
"
\n",
" \n",
" 3 | \n",
" YouTube | \n",
" 2291 | \n",
" False | \n",
" 2005 | \n",
"
\n",
" \n",
" 5 | \n",
" WhatsApp | \n",
" 2000 | \n",
" True | \n",
" 2009 | \n",
"
\n",
" \n",
" 2 | \n",
" Instagram | \n",
" 1221 | \n",
" True | \n",
" 2010 | \n",
"
\n",
" \n",
" 4 | \n",
" LinkedIn | \n",
" 727 | \n",
" False | \n",
" 2003 | \n",
"
\n",
" \n",
" 6 | \n",
" TikTok | \n",
" 689 | \n",
" False | \n",
" 2016 | \n",
"
\n",
" \n",
" 7 | \n",
" Telegram | \n",
" 500 | \n",
" False | \n",
" 2013 | \n",
"
\n",
" \n",
" 1 | \n",
" Twitter | \n",
" 339 | \n",
" False | \n",
" 2006 | \n",
"
\n",
" \n",
"
\n",
"
\n",
"
\n",
"
\n"
]
},
"metadata": {},
"execution_count": 15
}
],
"source": [
"df_rrss_sort"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "78LNUNnmVYHy"
},
"source": [
"## Gráficos aleatorios"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {
"id": "_n22gef0VYHy",
"outputId": "c8b36daf-fcb1-4e6f-f7ac-4c47b903e7ac",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 430
}
},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"