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saturnglave/mr_worldwide.ipynb

Last active November 10, 2019 03:57
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mr_worldwide.ipynb
{
"cells": [
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"#coding:utf-8\n",
"import folium\n",
"import pandas as pd"
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {},
"outputs": [],
"source": [
"flags = pd.DataFrame({\n",
" 'number':['1_Kyoto','2_Одеса','3_Dayton','4_Istanbul','5_AbuDhabi','6_KualaLumpur','7_AzisAbeba','8_Loja','9_Amsterdam','10_SleepyHollow','11_Kodiak','12_Alexandria'],\n",
" 'latitude':[35.028309,46.469391,39.758949,41.015137,24.466667,3.140853,\n",
" 9.005401,-3.989038,52.377956,41.085651,57.790001,31.205753],\n",
" 'longtude':[135.753082,30.740883,-84.191605,28.979530,54.366669,101.693207,\n",
" 38.763611,-79.203560,4.897070,-73.858467,-152.407227,29.924526]\n",
"})"
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>number</th>\n",
" <th>latitude</th>\n",
" <th>longtude</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <td>0</td>\n",
" <td>1_Kyoto</td>\n",
" <td>35.028309</td>\n",
" <td>135.753082</td>\n",
" </tr>\n",
" <tr>\n",
" <td>1</td>\n",
" <td>2_Одеса</td>\n",
" <td>46.469391</td>\n",
" <td>30.740883</td>\n",
" </tr>\n",
" <tr>\n",
" <td>2</td>\n",
" <td>3_Dayton</td>\n",
" <td>39.758949</td>\n",
" <td>-84.191605</td>\n",
" </tr>\n",
" <tr>\n",
" <td>3</td>\n",
" <td>4_Istanbul</td>\n",
" <td>41.015137</td>\n",
" <td>28.979530</td>\n",
" </tr>\n",
" <tr>\n",
" <td>4</td>\n",
" <td>5_AbuDhabi</td>\n",
" <td>24.466667</td>\n",
" <td>54.366669</td>\n",
" </tr>\n",
" <tr>\n",
" <td>5</td>\n",
" <td>6_KualaLumpur</td>\n",
" <td>3.140853</td>\n",
" <td>101.693207</td>\n",
" </tr>\n",
" <tr>\n",
" <td>6</td>\n",
" <td>7_AzisAbeba</td>\n",
" <td>9.005401</td>\n",
" <td>38.763611</td>\n",
" </tr>\n",
" <tr>\n",
" <td>7</td>\n",
" <td>8_Loja</td>\n",
" <td>-3.989038</td>\n",
" <td>-79.203560</td>\n",
" </tr>\n",
" <tr>\n",
" <td>8</td>\n",
" <td>9_Amsterdam</td>\n",
" <td>52.377956</td>\n",
" <td>4.897070</td>\n",
" </tr>\n",
" <tr>\n",
" <td>9</td>\n",
" <td>10_SleepyHollow</td>\n",
" <td>41.085651</td>\n",
" <td>-73.858467</td>\n",
" </tr>\n",
" <tr>\n",
" <td>10</td>\n",
" <td>11_Kodiak</td>\n",
" <td>57.790001</td>\n",
" <td>-152.407227</td>\n",
" </tr>\n",
" <tr>\n",
" <td>11</td>\n",
" <td>12_Alexandria</td>\n",
" <td>31.205753</td>\n",
" <td>29.924526</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" number latitude longtude\n",
"0 1_Kyoto 35.028309 135.753082\n",
"1 2_Одеса 46.469391 30.740883\n",
"2 3_Dayton 39.758949 -84.191605\n",
"3 4_Istanbul 41.015137 28.979530\n",
"4 5_AbuDhabi 24.466667 54.366669\n",
"5 6_KualaLumpur 3.140853 101.693207\n",
"6 7_AzisAbeba 9.005401 38.763611\n",
"7 8_Loja -3.989038 -79.203560\n",
"8 9_Amsterdam 52.377956 4.897070\n",
"9 10_SleepyHollow 41.085651 -73.858467\n",
"10 11_Kodiak 57.790001 -152.407227\n",
"11 12_Alexandria 31.205753 29.924526"
]
},
"execution_count": 35,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"flags"
]
},
{
"cell_type": "code",
"execution_count": 36,
"metadata": {},
"outputs": [],
"source": [
"flag_map = folium.Map(location=[35.028309, 135.753082], zoom_start=5)"
]
},
{
"cell_type": "code",
"execution_count": 37,
"metadata": {},
"outputs": [],
"source": [
"for i, r in flags.iterrows():\n",
" folium.Marker(location=[r['latitude'], r['longtude']], popup=r['number']).add_to(flag_map)"
]
},
{
"cell_type": "code",
"execution_count": 38,
"metadata": {},
"outputs": [
{
"data": {
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</script>\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
],
"text/plain": [
"<folium.folium.Map at 0x7fbff60636a0>"
]
},
"execution_count": 38,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"flag_map"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"#flag: picoCTF{KODIAK_ALASKA}"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
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},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
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},
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