Projeto_Cryptomoedas_5_Qual_Criptomoeda_se_mostra_MAIS_interessante.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": [],
      "authorship_tag": "ABX9TyMcFE2N4OUU3TkQ9Sg8ZenE",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/mathuscm/Criptomoedas-m5/blob/main/Projeto_Cryptomoedas_5_Qual_Criptomoeda_se_mostra_MAIS_interessante.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# 5. Qual Criptomoeda se mostra MAIS interessante em relação à valorização pela análise da série histórica?"
      ],
      "metadata": {
        "id": "DsdDp1TbaytR"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "import pandas as pd\n",
        "import matplotlib.pyplot as plt\n",
        "\n",
        "# Dicionário para armazenar os DataFrames de cada moeda\n",
        "moedas = {\n",
        "    'Aave': 'https://raw.githubusercontent.com/mathuscm/Criptomoedas-m5/main/ArquivosCrypto/coin_Aave.csv',\n",
        "    'BinanceCoin': 'https://raw.githubusercontent.com/mathuscm/Criptomoedas-m5/main/ArquivosCrypto/coin_BinanceCoin.csv',\n",
        "    'Bitcoin': 'https://raw.githubusercontent.com/mathuscm/Criptomoedas-m5/main/ArquivosCrypto/coin_Bitcoin.csv',\n",
        "    'Chainlink': 'https://raw.githubusercontent.com/mathuscm/Criptomoedas-m5/main/ArquivosCrypto/coin_ChainLink.csv',\n",
        "    'Cosmos': 'https://raw.githubusercontent.com/mathuscm/Criptomoedas-m5/main/ArquivosCrypto/coin_Cosmos.csv',\n",
        "    'EOS': 'https://raw.githubusercontent.com/mathuscm/Criptomoedas-m5/main/ArquivosCrypto/coin_EOS.csv',\n",
        "    'Ethereum': 'https://raw.githubusercontent.com/mathuscm/Criptomoedas-m5/main/ArquivosCrypto/coin_Ethereum.csv',\n",
        "    'Polkadot': 'https://raw.githubusercontent.com/mathuscm/Criptomoedas-m5/main/ArquivosCrypto/coin_Polkadot.csv',\n",
        "    'USDCoin': 'https://raw.githubusercontent.com/mathuscm/Criptomoedas-m5/main/ArquivosCrypto/coin_USDCoin.csv',\n",
        "    'XRP': 'https://raw.githubusercontent.com/mathuscm/Criptomoedas-m5/main/ArquivosCrypto/coin_XRP.csv'\n",
        "}\n",
        "\n",
        "# Cálculo da tendência de valorização média para cada moeda\n",
        "valorizacao_media = {}\n",
        "\n",
        "for moeda, url in moedas.items():\n",
        "    df = pd.read_csv(url)\n",
        "    df['Valorizacao Diaria (%)'] = ((df['Close'] - df['Open']) / df['Open']) * 100\n",
        "    valorizacao_media[moeda] = df['Valorizacao Diaria (%)'].mean()\n",
        "\n",
        "# Encontrando a moeda com a maior valorização média\n",
        "moeda_mais_valorizada = max(valorizacao_media, key=valorizacao_media.get)\n",
        "valor_mais_alto = valorizacao_media[moeda_mais_valorizada]\n",
        "\n",
        "# Ordenei as moedas do maior para o menor valor médio\n",
        "moedas_ordenadas = sorted(valorizacao_media.keys(), key=lambda x: valorizacao_media[x], reverse=True)\n",
        "valores_ordenados = [valorizacao_media[moeda] for moeda in moedas_ordenadas]\n",
        "\n",
        "# Defini cores, destacando a cor verde para a moeda com maior valorização média\n",
        "cores = ['green' if moeda == moeda_mais_valorizada else 'blue' for moeda in moedas_ordenadas]\n",
        "\n",
        "# Gráfico de barras\n",
        "plt.figure(figsize=(12, 6))\n",
        "bars = plt.bar(moedas_ordenadas, valores_ordenados, color=cores)\n",
        "\n",
        "# Adicionei um texto destacando o valor acima de cada barra para melhor compreensão\n",
        "for bar in bars:\n",
        "    height = bar.get_height()\n",
        "    plt.annotate(f'{height:.2f}%', (bar.get_x() + bar.get_width() / 2, height),\n",
        "                 ha='center', va='bottom', fontsize=10, color='black')\n",
        "\n",
        "plt.xlabel('Moeda')\n",
        "plt.ylabel('Valorizacao Media Diaria (%)')\n",
        "plt.title('Valorizacao Media Diaria das Criptomoedas (Maior Destacado em Verde)')\n",
        "plt.xticks(rotation=45)\n",
        "plt.tight_layout()\n",
        "plt.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 607
        },
        "id": "mU3X3uwQazVI",
        "outputId": "9fa67089-6528-49c1-b788-40a9fdac33b5"
      },
      "execution_count": 1,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 1200x600 with 1 Axes>"
            ],
            "image/png": "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\n"
          },
          "metadata": {}
        }
      ]
    }
  ]
}