Security Analyst for United Medical of Baltimore Corporation Program-UMBC .

You work as a security analyst for United Medical of Baltimore Corporation aka as UMB Corp. In recent weeks your web server has been receiving continuous attacks from within the United States. You have access to the AlienVault dataset, which lists malicious hosts with their type, IP address, and geo coordinates. You have been asked to do the following: 1. Create a map of the 50 contiguous States displaying the location of malicious hosts. 2. Create a bar chart displaying the top 10 locations where malicious hosts are located. The chart must indicate the number of malicious hosts at each location. 3. Create a bar chart displaying the top 10 types of hosts. The chart must indicate the number of malicious hosts of each type. You can generate the charts using either R or Python. Make sure to fully document your code with detailed comments written in plain English. Submit a Python (.py) or R (.r) file. No other types of files will be accepted. Data goes from left to right with # between indivudual pieces of data First piece of data is the IP address Second (after the #) is the Risk 1-10 Third (after the #) is the Reliability 1-10 Fourth (after the #) is the Type of host Fifth (after the #) is country Sixth (after the #) is the city – if applicable Seventh is the Latitude, then Longitude Dataset 46.4.123.15#4#2#Malicious Host#DE##51.2993011475,9.49100017548#3 49.143.32.6#4#2#Malicious Host#KR##37.5111999512,126.974098206#3 103.40.172.173#4#2#Malicious Host#HK##22.25,114.166702271#3 103.40.172.174#4#2#Malicious Host#HK##22.25,114.166702271#3 103.40.172.189#4#2#Malicious Host#HK##22.25,114.166702271#3 61.155.0.253#4#2#Malicious Host#CN##32.0616989136,118.777801514#3 4.71.37.46#4#2#Malicious Host#US#Sherman Oaks#34.1525993347,-118.432197571#3 4.71.37.45#4#2#Malicious Host#US#Sherman Oaks#34.1525993347,-118.432197571#3 218.2.106.125#4#2#Malicious Host#CN##32.0616989136,118.777801514#3 210.13.110.61#4#2#Malicious Host#CN#Shanghai#31.0456008911,121.39969635#3 203.248.175.71#4#2#Malicious Host#KR##37.5111999512,126.974098206#3 140.206.86.124#4#2#Malicious Host#CN#Shanghai#31.0456008911,121.39969635#3 140.206.86.125#4#2#Malicious Host#CN#Shanghai#31.0456008911,121.39969635#3 216.4.95.62#4#2#Malicious Host#US##34.0544013977,-118.244003296#3 210.13.110.60#4#2#Malicious Host#CN#Shanghai#31.0456008911,121.39969635#3 103.40.172.190#4#2#Malicious Host#HK##22.25,114.166702271#3 203.248.175.72#4#2#Malicious Host#KR##37.5111999512,126.974098206#3 216.4.95.61#4#2#Malicious Host#US##34.0544013977,-118.244003296#3 202.129.58.130#4#2#Malicious Host#TH##13.75,100.466697693#3 150.136.192.92#4#2#Malicious Host#US#Seattle#47.6114006042,-122.330497742#3 80.14.216.204#4#3#Malicious Host#FR##48.8582000732,2.33870005608#3 222.77.181.28#4#2#Malicious Host#CN##24.4797992706,118.08190155#3 185.128.41.50#4#2#Malicious Host#CH##47.1449012756,8.15509986877#3 100.27.42.243#4#2#Malicious Host#US#Ashburn#39.0480995178,-77.4728012085#3 100.27.42.241#4#2#Malicious Host#US#Ashburn#39.0480995178,-77.4728012085#3 100.27.42.242#4#2#Malicious Host#US#Ashburn#39.0480995178,-77.4728012085#3 121.5.155.158#4#2#Malicious Host#CN##39.9289016724,116.388298035#3 59.63.204.76#4#3#Malicious Host#CN#Shanghai#31.0456008911,121.39969635#3 100.27.42.244#4#2#Malicious Host#US#Ashburn#39.0480995178,-77.4728012085#3 164.132.177.1#4#2#Malicious Host#FR##48.8582000732,2.33870005608#3 103.47.104.234#4#2#Malicious Host#IN##20.0,77.0#3 45.146.164.110#4#2#Malicious Host###20.0,77.0#3 61.242.58.174#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 120.48.25.231#4#2#Malicious Host#CN##34.7724990845,113.726600647#3 195.154.61.206#4#2#Malicious Host#FR#Puylaurens#43.5719985962,2.0123000145#3 121.28.4.186#4#2#Malicious Host#CN##34.7724990845,113.726600647#3 59.63.207.69#4#3#Malicious Host#CN#Qingdao#36.0660018921,120.369400024#3 170.247.76.139#4#2#Malicious Host#AR#San Justo#-30.7833003998,-60.5833015442#3 52.15.110.24#4#2#Malicious Host#US#Columbus#39.9653015137,-83.0234985352#3 121.184.202.80#4#2#Malicious Host#KR#Cheonan#36.8064994812,127.152198792#3 27.203.123.114#4#2#Malicious Host#CN#Weihai#37.5091018677,122.113601685#3 111.92.73.77#4#3#Malicious Host#IN#Ernakulam#9.98330020905,76.2833023071#3 1.234.41.218#4#2#Malicious Host#KR##37.5111999512,126.974098206#3 186.4.171.93#4#2#Malicious Host#EC#Quito#-0.216700002551,-78.5#3 116.211.100.26#4#2#Malicious Host#CN#Wuhan#30.5800991058,114.273399353#3 103.47.104.226#4#2#Malicious Host#IN##20.0,77.0#3 186.4.132.71#4#2#Malicious Host#EC#Quito#-0.216700002551,-78.5#3 72.90.201.50#4#2#Malicious Host#US##37.7509994507,-97.8219985962#3 148.72.244.86#4#3#Malicious Host#US#Scottsdale#33.6012992859,-111.886703491#3 156.251.136.4#4#2#Malicious Host#ZA#Johannesburg#-26.2308998108,28.0583000183#3 61.242.40.225#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 175.6.40.66#4#2#Malicious Host#CN##28.1791992188,113.113601685#3 180.188.251.61#4#3#Malicious Host#IN#Ponda#15.3999996185,74.0167007446#3 36.251.18.208#4#2#Malicious Host#CN##24.4797992706,118.08190155#3 172.87.27.129#4#2#Malicious Host#US##37.7509994507,-97.8219985962#3 58.248.193.9#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 112.30.110.63#4#2#Malicious Host#CN##34.7724990845,113.726600647#3 58.248.193.174#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 58.248.193.215#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 45.229.54.59#4#2#Malicious Host#BR#Carapicuiba#-23.5167007446,-46.8333015442#3 120.85.118.24#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 45.229.55.13#4#2#Malicious Host#BR#Carapicuiba#-23.5167007446,-46.8333015442#3 61.242.54.186#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 34.106.219.215#4#2#Malicious Host#US##37.7509994507,-97.8219985962#3 45.141.84.215#4#2#Malicious Host###37.7509994507,-97.8219985962#3 185.202.1.30#4#2#Malicious Host#FR#Strasbourg#48.5839004517,7.74550008774#3 120.85.114.196#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 85.105.219.98#4#2#Malicious Host#TR#Antalya#36.8866996765,30.6865997314#3 182.155.216.15#4#2#Malicious Host#TW##23.5,121.0#3 182.222.195.160#4#3#Malicious Host#KR#Seongnam#37.4385986328,127.137802124#3 194.163.164.207#4#2#Malicious Host#DE##51.2993011475,9.49100017548#3 142.93.211.235#4#2#Malicious Host#IN#Bangalore#12.983300209,77.5832977295#3 103.47.104.241#4#2#Malicious Host#IN##20.0,77.0#3 45.229.54.250#4#2#Malicious Host#BR#Carapicuiba#-23.5167007446,-46.8333015442#3 118.233.93.72#1#2#Malicious Host#TW#Taoyuan#24.9895992279,121.318702698#3 112.30.38.98#4#2#Malicious Host#CN##34.7724990845,113.726600647#3 61.242.40.30#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 58.248.193.18#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 61.242.58.148#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 71.164.108.123#4#2#Malicious Host#US#Troy#42.7459983826,-73.6942977905#3 23.243.213.63#4#2#Malicious Host#US#Los Angeles#34.0699005127,-118.349197388#3 222.186.30.238#4#2#Malicious Host#CN##32.0616989136,118.777801514#3 120.85.119.255#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 210.50.204.70#4#2#Malicious Host#AU#Melbourne#-37.8102989197,144.954406738#3 111.92.119.254#4#2#Malicious Host#IN#Changanacherry#9.46669960022,76.5500030518#3 1.246.223.223#4#3#Malicious Host#KR#Seongbuk#37.6030006409,127.011497498#3 110.25.95.241#4#2#Malicious Host#TW##23.5,121.0#3 91.188.215.198#4#2#Malicious Host#RU#Moscow#55.7522010803,37.6156005859#3 120.85.115.153#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 178.72.70.29#4#2#Malicious Host#RU#Tobolsk#58.2000007629,68.2667007446#3 27.17.119.69#4#2#Malicious Host#CN#Wuhan#30.5800991058,114.273399353#3 61.242.40.55#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 125.44.33.190#4#2#Malicious Host#CN##34.6836013794,113.532501221#3 120.85.94.31#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 61.242.58.68#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 111.92.74.120#4#3#Malicious Host#IN#Ernakulam#9.98330020905,76.2833023071#3 112.94.187.58#4#2#Malicious Host#CN##23.1166992188,113.25#3 61.242.54.16#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 120.85.94.92#4#2#Malicious Host#CN#Guangzhou#23.1166992188,11
3.25#3 49.114.149.224#4#2#Malicious Host#CN##43.8009986877,87.6005020142#3 112.30.1.238#4#2#Malicious Host#CN##34.7724990845,113.726600647#3 219.84.106.91#4#2#Malicious Host#TW##23.5,121.0#3 120.85.112.125#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 58.248.193.145#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 120.85.114.157#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 181.176.169.221#4#2#Malicious Host#PE##-12.043299675,-77.0282974243#3 27.215.85.42#4#2#Malicious Host#CN##36.0985984802,120.371902466#3 113.88.152.97#4#3#Malicious Host#CN#Shenzhen#22.5333003998,114.133300781#3 120.85.113.227#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 120.85.113.201#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 117.63.233.39#4#2#Malicious Host#CN#Changzhou#31.7735996246,119.95400238#3 61.242.58.29#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 220.198.209.58#4#2#Malicious Host#CN##34.7724990845,113.726600647#3 89.208.122.223#4#2#Malicious Host#RU##55.7386016846,37.6068000793#3 27.38.61.41#4#2#Malicious Host#CN#Shenzhen#22.5333003998,114.133300781#3 124.255.20.13#4#2#Malicious Host#JP#Shinagawa-ku#35.6090011597,139.730194092#3 120.85.118.21#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 61.242.54.185#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 103.41.25.110#4#2#Malicious Host#IN##20.0,77.0#3 61.242.58.250#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 39.73.207.244#4#2#Malicious Host#CN#Weihai#37.5091018677,122.113601685#3 27.213.95.242#4#2#Malicious Host#CN##36.0985984802,120.371902466#3 156.237.190.80#4#2#Malicious Host#US##37.7509994507,-97.8219985962#3 118.126.82.170#4#2#Malicious Host#CN#Beijing#39.9287986755,116.388900757#3 103.41.25.189#4#3#Malicious Host#IN##20.0,77.0#3 27.45.112.241#4#2#Malicious Host#CN#Jiangmen#22.5832996368,113.083297729#3 58.248.193.36#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 120.85.98.197#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 61.242.54.29#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 61.242.54.99#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 113.105.152.49#4#2#Malicious Host#CN#Dongguan#23.0333003998,113.716697693#3 221.144.178.226#4#2#Malicious Host#KR##37.5111999512,126.974098206#3 58.253.51.102#4#2#Malicious Host#CN##23.1166992188,113.25#3 112.27.124.134#4#2#Malicious Host#CN##34.7724990845,113.726600647#3 61.242.58.226#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 123.132.218.249#4#2#Malicious Host#CN##36.0985984802,120.371902466#3 99.40.165.203#4#2#Malicious Host#US#Deltona#28.8988990784,-81.2472991943#3 113.170.166.73#4#3#Malicious Host#VN##16.0,106.0#3 120.63.206.41#4#3#Malicious Host#IN#Mumbai#18.9750003815,72.8257980347#3 114.236.230.127#4#2#Malicious Host#CN#Nanjing#32.0616989136,118.777801514#3 120.85.112.208#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 27.37.196.155#4#2#Malicious Host#CN##23.1166992188,113.25#3 120.85.117.89#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 45.229.54.218#4#2#Malicious Host#BR#Carapicuiba#-23.5167007446,-46.8333015442#3 115.29.11.210#4#2#Malicious Host#CN##34.7724990845,113.726600647#3 177.21.65.30#4#2#Malicious Host#BR#Sorocaba#-23.4755001068,-47.445400238#3 112.248.141.68#4#2#Malicious Host#CN##36.0985984802,120.371902466#3 61.242.54.5#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 120.85.119.76#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 113.234.178.73#4#2#Malicious Host#CN#Dalian#38.9122009277,121.602203369#3 120.85.118.20#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 111.173.222.8#4#2#Malicious Host#CN#Guangshui#31.6161003113,113.815597534#3 112.246.55.221#4#2#Malicious Host#CN#Heze#35.2392997742,115.473602295#3 193.107.216.49#4#2#Malicious Host#PL##52.2393989563,21.0361995697#3 61.242.40.87#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 59.93.30.137#4#3#Malicious Host#IN#Chennai#13.0832996368,80.2833023071#3 91.132.58.30#4#2#Malicious Host#GB##51.4963989258,-0.122400000691#3 152.70.88.63#4#2#Malicious Host#US##37.7509994507,-97.8219985962#3 221.0.132.102#4#2#Malicious Host#CN#Qingdao#36.0660018921,120.369400024#3 182.127.188.93#4#2#Malicious Host#CN##34.6836013794,113.532501221#3 27.38.61.85#4#2#Malicious Host#CN#Shenzhen#22.5333003998,114.133300781#3 82.151.125.85#4#2#Malicious Host#RU#Ivnya#51.0600013733,36.1385993958#3 113.204.183.191#4#2#Malicious Host#CN##29.5627994537,106.55280304#3 61.163.138.45#4#2#Malicious Host#CN#Zhengzhou#34.6836013794,113.532501221#3 180.116.106.5#4#2#Malicious Host#CN#Changzhou#31.7735996246,119.95400238#3 111.38.123.15#4#2#Malicious Host#CN##34.7724990845,113.726600647#3 120.85.98.155#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 112.94.100.209#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 61.242.58.149#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 61.242.58.204#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 119.180.156.142#4#2#Malicious Host#CN#Weihai#37.5091018677,122.113601685#3 120.85.117.175#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 171.119.214.16#4#2#Malicious Host#CN##37.7268981934,112.470802307#3 143.244.34.211#4#2#Malicious Host#US##37.7509994507,-97.8219985962#3 119.96.122.208#4#2#Malicious Host#CN#Wuhan#30.5800991058,114.273399353#3 61.242.40.230#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 112.82.141.112#4#2#Malicious Host#CN#Changzhou#31.7735996246,119.95400238#3 120.85.94.221#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 163.53.206.228#4#2#Malicious Host#IN#Tirupur#11.1000003815,77.3499984741#3 210.89.63.91#4#2#Malicious Host#IN#Lucknow#26.8500003815,80.9167022705#3 18.219.243.146#4#2#Malicious Host#US#Columbus#39.9653015137,-83.0234985352#3 45.227.254.31#4#2#Malicious Host#BZ##17.25,-88.75#3 211.237.242.78#4#3#Malicious Host#KR#Gwanak#37.4687004089,126.945800781#3 178.141.76.38#1#3#Malicious Host#RU#Kirov#58.5969009399,49.6582984924#3 120.85.115.206#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 125.44.214.121#4#2#Malicious Host#CN##34.6836013794,113.532501221#3 171.35.163.141#4#2#Malicious Host#CN#Nanchang#28.5499992371,115.933296204#3 27.193.117.172#4#2#Malicious Host#CN#Qingdao#36.0660018921,120.369400024#3 82.142.28.141#4#2#Malicious Host#FR##48.8582000732,2.33870005608#3 81.68.149.130#4#3#Malicious Host#CN##39.9289016724,116.388298035#3 59.63.204.242#4#3#Malicious Host#CN#Shanghai#31.0456008911,121.39969635#3 45.229.55.27#4#2#Malicious Host#BR#Carapicuiba#-23.5167007446,-46.8333015442#3 159.89.48.18#4#2#Malicious Host#US#North Bergen#40.7938995361,-74.0258026123#3 120.85.112.198#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 178.72.75.9#4#2#Malicious Host#RU#Tyumen#57.1521987915,65.5271987915#3 114.199.247.140#4#3#Malicious Host#KR##37.5111999512,126.974098206#3 122.51.53.50#4#2#Malicious Host#CN#Beijing#39.9287986755,116.388900757#3 61.242.40.166#4#2#Malicious Host#CN#Guangzhou#23.1166992188,113.25#3 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