Create scrape.ipynb
Brian Haley
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dfefa0151c
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8afe1dc662
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{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Scrape data from aon2e and generate csvs to import in to sqlite"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 173,
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"metadata": {},
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"outputs": [],
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"source": [
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"# Dependencies\n",
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"import pandas as pd\n",
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"from bs4 import BeautifulSoup as bs\n",
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"import requests\n",
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"import time\n",
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"import re\n",
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"\n",
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"# Pandas config\n",
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"pd.set_option('display.max_columns', None)"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Ancestries TODO"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"# url that contains all the links\n",
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"url_ancestry = 'https://2e.aonprd.com/Ancestries.aspx?ID='\n",
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"\n",
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"# Empty list to store the ancestry data\n",
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"ancestry = []\n",
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"\n",
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"# Make the request to the aon2e\n",
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"response_ancestry = requests.get(f'{url_ancestry}1')\n",
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"\n",
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"# Use BS4 html parser to generate soup\n",
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"soup_ancestry = bs(response_ancestry.text, 'html.parser')"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"# Store the data needed from the soup\n",
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"name = soup_ancestry.find(id='ctl00_MainContent_DetailedOutput').a.text\n",
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"traits = [trait.a.text for trait in soup_ancestry.find_all(class_='trait')]"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"# Raw description\n",
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"description = soup_ancestry.find(id='ctl00_MainContent_DetailedOutput').text"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Animal Companions TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Animals (Rentals/Sales) TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Arcane Schools TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Arcane Thesis TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Archetypes TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Armor TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Backgrounds TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Bloodlines TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Champion Causes TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Champion Tenets TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Classes TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Class Kits TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Class Sample Builds TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Conditions TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Deities TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Doctrines TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Domains TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Druidic Orders TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Equipment TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Familiar Abilities TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Feats TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Hazards TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Hunter's Edges TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Instincts TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Languages TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Muses TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Rackets TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Research Fields TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Rituals TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Rules TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Shields TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Skills TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Skills (General) TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Spells TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Traits TODO"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Weapons TODO"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 306,
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"metadata": {},
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"outputs": [],
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"source": [
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"# url that contains all the links\n",
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"url_spells = 'https://2e.aonprd.com/Spells.aspx?ID='\n",
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"\n",
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"# Number of spells taken from https://2e.aonprd.com/Sources.aspx?ID=1\n",
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"spell_number = 343\n",
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"\n",
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"# Make the request to the aon2e\n",
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"response_spells = requests.get(f'{url_spells}{spell_number}')\n",
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"\n",
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"# Use BS4 html parser to generate soup\n",
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"soup_spells = bs(response_spells.text, 'html.parser')\n",
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"\n",
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"# Select only the content\n",
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"content = soup_spells.find(id='ctl00_MainContent_DetailedOutput')"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 323,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"['1 minute']\n"
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]
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}
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],
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"source": [
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"name, level = content.h1.text.replace(' ', '').split('Spell')\n",
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"traits = [trait.a.text.strip() for trait in content.find_all(class_='trait')]\n",
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"source = content.find(class_='external-link').text.strip()\n",
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"traditions = [tradition.text.strip() for tradition\n",
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" in content.find_all('a', href=re.compile(\"Tradition\"))]\n",
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"\n",
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"## Actions sections\n",
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"actions = []\n",
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"# Start at cast and then iterate over the next elements on the line\n",
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"for e in content.find('b', text='Cast').next_siblings:\n",
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" if e.name == 'br':\n",
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" # If the end of the line is reached break the loop\n",
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" break\n",
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" elif e.name == 'hr':\n",
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" # If a horizontal line is reached\n",
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" break\n",
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" try:\n",
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" if e['alt']=='Single Action' and 'actiondark' in e['class']:\n",
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" # If it's the single action icon\n",
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" actions.append(1)\n",
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" elif e['alt']=='Three Actions' and 'actiondark' in e['class']:\n",
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" # If it is the three action icon\n",
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" actions.append(3)\n",
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" except TypeError:\n",
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" # If there is no icon handle it as a string\n",
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" if 'to' in e:\n",
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" # If to exists it must be 1 to 3 actions\n",
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" actions.append(2)\n",
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" else:\n",
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" actions.append(e.split(' (')[0].strip())\n",
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" continue\n",
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" except KeyError:\n",
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" continue\n",
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" \n",
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"components = content.find('b', text='Cast').next.next \\\n",
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" .replace('(', '').replace(')', ''). replace(',', '').split(' ')\n",
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"components = [x for x in components if x\n",
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" in ['material', 'somatic', 'verbal']]\n",
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"\n",
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"try:\n",
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" # If the spell has a range\n",
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" spell_range = content.find('b', text='Range').next.next.replace(';', '')\n",
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"except AttributeError:\n",
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" # If the spell doesn't have a range\n",
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" spell_range = None\n",
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"\n",
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"target = content.find('hr').previous.strip()\n",
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"\n",
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"# save TODO\n",
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"\n",
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"# duration TODO\n",
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"\n",
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"## Description section\n",
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"description = content.find('hr').next\n",
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"print(actions)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": []
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.6.9"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 4
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}
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