diff --git a/exercicios/para-casa/dashboard.png b/exercicios/para-casa/dashboard.png new file mode 100644 index 0000000..23ad1a3 Binary files /dev/null and b/exercicios/para-casa/dashboard.png differ diff --git a/exercicios/para-casa/desafiosemana15_tablaeu.ipynb b/exercicios/para-casa/desafiosemana15_tablaeu.ipynb new file mode 100644 index 0000000..c290f7d --- /dev/null +++ b/exercicios/para-casa/desafiosemana15_tablaeu.ipynb @@ -0,0 +1,59 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from IPython.display import Image\n", + "\n", + "print = 'dashboard.png'\n", + "\n", + "Image(filename=print)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Link para dashboard para resolução atividade da semana 15:\n", + "\n", + "https://public.tableau.com/authoring/DESAFIOSEMANA15/Painel1#3" + ] + } + ], + "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": "3.11.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}