{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Complete seaborn tutorial" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "import warnings\n", "# from beakerx import *\n", "warnings.filterwarnings('ignore')\n", "%matplotlib inline\n", "color = sns.color_palette()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Dataset used here is taken from kaggle datasets: https://www.kaggle.com/sekarmg/pokemon" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "data = pd.read_csv('data/pokemon/pokemon.csv')" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
| \n", " | # | \n", "Name | \n", "Type 1 | \n", "Type 2 | \n", "HP | \n", "Attack | \n", "Defense | \n", "Sp. Atk | \n", "Sp. Def | \n", "Speed | \n", "Generation | \n", "Legendary | \n", "
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", "1 | \n", "Bulbasaur | \n", "Grass | \n", "Poison | \n", "45 | \n", "49 | \n", "49 | \n", "65 | \n", "65 | \n", "45 | \n", "1 | \n", "False | \n", "
| 1 | \n", "2 | \n", "Ivysaur | \n", "Grass | \n", "Poison | \n", "60 | \n", "62 | \n", "63 | \n", "80 | \n", "80 | \n", "60 | \n", "1 | \n", "False | \n", "
| 2 | \n", "3 | \n", "Venusaur | \n", "Grass | \n", "Poison | \n", "80 | \n", "82 | \n", "83 | \n", "100 | \n", "100 | \n", "80 | \n", "1 | \n", "False | \n", "
| 3 | \n", "4 | \n", "Mega Venusaur | \n", "Grass | \n", "Poison | \n", "80 | \n", "100 | \n", "123 | \n", "122 | \n", "120 | \n", "80 | \n", "1 | \n", "False | \n", "
| 4 | \n", "5 | \n", "Charmander | \n", "Fire | \n", "NaN | \n", "39 | \n", "52 | \n", "43 | \n", "60 | \n", "50 | \n", "65 | \n", "1 | \n", "False | \n", "