Earth2 Country Statistics
vaclavdekanovsky
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{
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"cells": [
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{
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"cell_type": "markdown",
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"id": "chief-salon",
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"metadata": {},
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"source": [
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"# Country prices and tiles sold\n",
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"[Earth2.io](https://Earth2.io) is an emerging game that aims to create a virtual copy of the Earth's landscape (buildings will be wiped out) where players can build, interact and play. It's accessible as an in-browser experience and it plans to have augmented reality and virtual reality versions. Learn more about E2 in the [Earth2 Guide](https://earth2.guide). \n",
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"\n",
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"This notebook describes the unofficial API which allows downloading current prices and the number of tiles sold in each country in Earth 2.\n",
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"\n",
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"In the game, you can purchase a tile of approx. 10x. In the later stages, you will be able to build your desired things for fun or business. Every tile in the country costs the same. US West Coast price is equal to US East Coast price when you buy a new tile that is not yet claimed by other players. There is also a [marketplace](https://earth2.guide/marketplace) where you can offer your land for sale or buy from others. \n",
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"\n",
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"Some dependant territories falls under the international territory with the same price around the world. The United Arab Emirates were the latest country release in March-2021 and price differ in each of the 7 Emirates."
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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": 1,
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"id": "gentle-prisoner",
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"metadata": {},
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"outputs": [],
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"source": [
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"import requests\n",
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"import pandas as pd\n",
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"import json"
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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": 2,
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"id": "controversial-focus",
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"metadata": {},
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"outputs": [],
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"source": [
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"url = \"https://app.earth2.io/graphql\"\n",
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"data = {\"query\":\"{\\ngetAllTilePrices{\\ncurrent,\\nfinal,\\nvalue,\\ncountryCode,\\ncountryName,\\ncountryFlag,\\npercentIncrease,\\ntotalTilesSold\\n}\\n}\"}"
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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": 3,
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"id": "thick-offense",
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"metadata": {},
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"outputs": [],
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"source": [
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"r = requests.post(url, data=data)\n",
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"data = json.loads(r.content)"
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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": 4,
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"id": "received-anderson",
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"metadata": {},
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"outputs": [],
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"source": [
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"df = pd.DataFrame(data[\"data\"][\"getAllTilePrices\"])\n",
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"df = df.rename(columns={\"current\":\"market_price\",\"final\":\"new_land_value\"})"
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]
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},
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{
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"cell_type": "markdown",
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"id": "according-penalty",
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"metadata": {},
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"source": [
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"Some dependant territories fall under the international territory."
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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": 5,
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"id": "descending-bulgarian",
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"metadata": {},
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"outputs": [],
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"source": [
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"# Change dependant territories to the international space\n",
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"international_territory = [\"MP\", \"MO\", \"PM\", \"PR\", \"MF\", \"PF\", \"AE\", \"CW\", \"AW\", \"TF\", \"VI\", \"SX\", \"NC\", \"BL\", \"GF\",\n",
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" \"BV\", \"UM\", \"CC\", \"CX\", \"GU\", \"TK\", \"AS\", \"WF\"]\n",
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"df = df[~df[\"countryCode\"].isin(international_territory)]"
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]
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},
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{
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"cell_type": "markdown",
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"id": "equipped-failing",
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"metadata": {},
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"source": [
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"Some countries were not released yet and you cannot buy the land there. It has the initial price tag on 10 cents."
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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": 6,
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"id": "bound-bachelor",
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"metadata": {},
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"outputs": [],
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"source": [
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"# Remove the E$0.1 countries that were not released yet\n",
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"not_active = [\"AE\",\"BQ\",\"IR\",\"YT\",\"GP\",\"AX\",\"RE\",\"MQ\",\"IQ\",\"IL\",\"SA\",\"SJ\"]\n",
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"df = df[~df[\"countryCode\"].isin(not_active)]"
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]
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},
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{
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"cell_type": "markdown",
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"id": "sustained-detail",
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"metadata": {},
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"source": [
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"Let's sort the values by new_land_value. Some tiny countries like Vatican or Monaco were already sold out and you can buy them only on the [marketplace](https://earth2.guide/marketplace). The most expensive country is USA. "
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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": 7,
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"id": "interracial-sheep",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/html": [
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"<div>\n",
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"<style scoped>\n",
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" .dataframe tbody tr th:only-of-type {\n",
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" vertical-align: middle;\n",
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" }\n",
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"\n",
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" .dataframe tbody tr th {\n",
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" vertical-align: top;\n",
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" }\n",
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"\n",
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" .dataframe thead th {\n",
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" text-align: right;\n",
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" }\n",
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"</style>\n",
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"<table border=\"1\" class=\"dataframe\">\n",
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" <thead>\n",
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" <tr style=\"text-align: right;\">\n",
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" <th></th>\n",
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" <th>market_price</th>\n",
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" <th>new_land_value</th>\n",
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" <th>value</th>\n",
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" <th>countryCode</th>\n",
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" <th>countryName</th>\n",
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" <th>countryFlag</th>\n",
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" <th>percentIncrease</th>\n",
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" <th>totalTilesSold</th>\n",
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" </tr>\n",
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" </thead>\n",
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" <tbody>\n",
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" <tr>\n",
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" <th>98</th>\n",
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" <td>0.457</td>\n",
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" <td>0.457</td>\n",
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" <td>0.457</td>\n",
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" <td>NU</td>\n",
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" <td>Niue</td>\n",
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" <td>https://app-static.earth2.io/assets/flags/nu.png</td>\n",
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" <td>357.00</td>\n",
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" <td>152254</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>201</th>\n",
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" <td>0.459</td>\n",
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" <td>0.459</td>\n",
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" <td>0.459</td>\n",
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" <td>NF</td>\n",
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" <td>Norfolk Island</td>\n",
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" <td>https://app-static.earth2.io/assets/flags/nf.png</td>\n",
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" <td>359.00</td>\n",
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" <td>152951</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>177</th>\n",
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" <td>0.600</td>\n",
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" <td>0.462</td>\n",
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" <td>0.600</td>\n",
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" <td>MS</td>\n",
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" <td>Montserrat</td>\n",
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" <td>https://app-static.earth2.io/assets/flags/ms.png</td>\n",
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" <td>500.00</td>\n",
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" <td>153598</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>42</th>\n",
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" <td>0.577</td>\n",
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" <td>0.464</td>\n",
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" <td>0.577</td>\n",
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" <td>IO</td>\n",
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" <td>British Indian Ocean Territory</td>\n",
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" <td>https://app-static.earth2.io/assets/flags/io.png</td>\n",
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" <td>476.92</td>\n",
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" <td>153713</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>96</th>\n",
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" <td>0.466</td>\n",
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" <td>0.466</td>\n",
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" <td>0.466</td>\n",
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" <td>AI</td>\n",
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" <td>Anguilla</td>\n",
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" <td>https://app-static.earth2.io/assets/flags/ai.png</td>\n",
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" <td>366.00</td>\n",
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" <td>154366</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>...</th>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>51</th>\n",
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" <td>130.000</td>\n",
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" <td>11.570</td>\n",
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" <td>130.000</td>\n",
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" <td>VA</td>\n",
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" <td>Holy See</td>\n",
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" <td>https://app-static.earth2.io/assets/flags/va.png</td>\n",
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" <td>129900.00</td>\n",
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" <td>146</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>38</th>\n",
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" <td>13.559</td>\n",
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" <td>13.559</td>\n",
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" <td>13.559</td>\n",
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" <td>GB</td>\n",
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" <td>United Kingdom</td>\n",
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" <td>https://app-static.earth2.io/assets/flags/gb.png</td>\n",
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" <td>13459.00</td>\n",
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" <td>471420</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>120</th>\n",
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" <td>16.229</td>\n",
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" <td>16.229</td>\n",
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" <td>16.229</td>\n",
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" <td>IT</td>\n",
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" <td>Italy</td>\n",
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" <td>https://app-static.earth2.io/assets/flags/it.png</td>\n",
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" <td>16129.00</td>\n",
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" <td>509935</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>80</th>\n",
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" <td>16.573</td>\n",
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" <td>16.573</td>\n",
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" <td>16.573</td>\n",
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" <td>KR</td>\n",
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" <td>South Korea</td>\n",
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" <td>https://app-static.earth2.io/assets/flags/kr.png</td>\n",
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" <td>16473.00</td>\n",
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" <td>511812</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>243</th>\n",
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" <td>54.924</td>\n",
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" <td>54.924</td>\n",
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" <td>54.924</td>\n",
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" <td>US</td>\n",
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" <td>United States of America</td>\n",
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" <td>https://app-static.earth2.io/assets/flags/us.png</td>\n",
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" <td>54824.00</td>\n",
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" <td>600177</td>\n",
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" </tr>\n",
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" </tbody>\n",
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"</table>\n",
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"<p>223 rows × 8 columns</p>\n",
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"</div>"
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],
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"text/plain": [
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" market_price new_land_value value countryCode \\\n",
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"98 0.457 0.457 0.457 NU \n",
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"201 0.459 0.459 0.459 NF \n",
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"177 0.600 0.462 0.600 MS \n",
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"42 0.577 0.464 0.577 IO \n",
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"96 0.466 0.466 0.466 AI \n",
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".. ... ... ... ... \n",
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"51 130.000 11.570 130.000 VA \n",
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"38 13.559 13.559 13.559 GB \n",
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"120 16.229 16.229 16.229 IT \n",
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"80 16.573 16.573 16.573 KR \n",
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"243 54.924 54.924 54.924 US \n",
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"\n",
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" countryName \\\n",
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"98 Niue \n",
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"201 Norfolk Island \n",
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"177 Montserrat \n",
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"42 British Indian Ocean Territory \n",
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"96 Anguilla \n",
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".. ... \n",
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"51 Holy See \n",
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"38 United Kingdom \n",
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"120 Italy \n",
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"80 South Korea \n",
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"243 United States of America \n",
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"\n",
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" countryFlag percentIncrease \\\n",
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"98 https://app-static.earth2.io/assets/flags/nu.png 357.00 \n",
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"201 https://app-static.earth2.io/assets/flags/nf.png 359.00 \n",
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"177 https://app-static.earth2.io/assets/flags/ms.png 500.00 \n",
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"42 https://app-static.earth2.io/assets/flags/io.png 476.92 \n",
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"96 https://app-static.earth2.io/assets/flags/ai.png 366.00 \n",
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".. ... ... \n",
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"51 https://app-static.earth2.io/assets/flags/va.png 129900.00 \n",
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"38 https://app-static.earth2.io/assets/flags/gb.png 13459.00 \n",
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"120 https://app-static.earth2.io/assets/flags/it.png 16129.00 \n",
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"80 https://app-static.earth2.io/assets/flags/kr.png 16473.00 \n",
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"243 https://app-static.earth2.io/assets/flags/us.png 54824.00 \n",
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"\n",
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" totalTilesSold \n",
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"98 152254 \n",
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"201 152951 \n",
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"177 153598 \n",
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"42 153713 \n",
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"96 154366 \n",
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".. ... \n",
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"51 146 \n",
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"38 471420 \n",
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"120 509935 \n",
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"80 511812 \n",
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"243 600177 \n",
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"\n",
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"[223 rows x 8 columns]"
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]
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},
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"execution_count": 7,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"df.sort_values(by=\"new_land_value\")"
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]
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},
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{
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"cell_type": "markdown",
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"id": "brave-bruce",
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"metadata": {},
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"source": [
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"See the result of this calculation on the [Earth2 Country prices overview](https://earth2.guide/country_statistics/). "
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]
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},
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{
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"cell_type": "markdown",
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"id": "coordinated-gibson",
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"metadata": {},
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"source": [
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"**Beware** that you spend real money in this game. I cannot provide any financial advice, because I'm not a financial advisor. The game is **not** controlled by any agency. Don't spend the money you cannot lose. "
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]
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "seo",
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"language": "python",
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"name": "seo"
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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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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.9.2"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 5
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}
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Loading…
Reference in New Issue