diff --git "a/Retos/Reto #43 - SIMULADOR DE CLIMA [F\303\241cil]/python/jamerrq.ipynb" "b/Retos/Reto #43 - SIMULADOR DE CLIMA [F\303\241cil]/python/jamerrq.ipynb" index 7c0a243258..b58efce21d 100644 --- "a/Retos/Reto #43 - SIMULADOR DE CLIMA [F\303\241cil]/python/jamerrq.ipynb" +++ "b/Retos/Reto #43 - SIMULADOR DE CLIMA [F\303\241cil]/python/jamerrq.ipynb" @@ -14,7 +14,7 @@ }, { "cell_type": "code", - "execution_count": 116, + "execution_count": 31, "metadata": {}, "outputs": [], "source": [ @@ -65,19 +65,21 @@ }, { "cell_type": "code", - "execution_count": 117, + "execution_count": 32, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import random as rnd\n", "from scipy import interpolate\n", - "import numpy as np\n" + "import numpy as np\n", + "import pandas as pd\n", + "import seaborn as sns\n" ] }, { "cell_type": "code", - "execution_count": 118, + "execution_count": 33, "metadata": {}, "outputs": [], "source": [ @@ -97,7 +99,7 @@ }, { "cell_type": "code", - "execution_count": 119, + "execution_count": 34, "metadata": {}, "outputs": [], "source": [ @@ -156,22 +158,24 @@ }, { "cell_type": "code", - "execution_count": 120, + "execution_count": 35, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "El día 5 la temperatura cambió en 2 grados\n", - "El día 9 llovió\n", - "El día 14 llovió\n", - "El día 20 llovió\n" + "El día 1 llovió\n", + "El día 8 la temperatura cambió en 2 grados\n", + "El día 8 llovió\n", + "El día 11 llovió\n", + "El día 16 llovió\n", + "El día 24 la temperatura cambió en -2 grados\n" ] }, { "data": { - "image/png": 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", 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", 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" ] @@ -201,6 +205,38 @@ " plt.plot(dia, temperaturas[dia], 'bo')\n" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Estadísticas" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Hubo 4 días de lluvia\n", + "La temperatura máxima fue 20 grados\n", + "La temperatura mínima fue 16 grados\n" + ] + } + ], + "source": [ + "dias_lluvia = sum(lluvias)\n", + "max_temperatura = max(temperaturas)\n", + "min_temperatura = min(temperaturas)\n", + "\n", + "print(f'Hubo {dias_lluvia} días de lluvia')\n", + "print(f'La temperatura máxima fue {max_temperatura} grados')\n", + "print(f'La temperatura mínima fue {min_temperatura} grados')\n" + ] + }, { "cell_type": "markdown", "metadata": {},