Datasets:

akhil033
/

HumanVsBotScan

+idx,timestamp,mouse_movements,keystrokes,scroll_events,page_load_time,click_events,device_type,ip_address,isp,network_latency,bandwidth,vpn_enabled,user_agent,browser_version,plugins_and_extensions,screen_resolution,language_settings,geolocation,time_based_pattern,operating_system,hardware_specs,label
+0,2023-01-01T12:00:00,120,300,50,2.1,10,Desktop,192.168.1.1,ISP1,50,50,False,"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.3",Chrome 58,,1920x1080,en-US,"40.712776,-74.005974",consistent,Windows 10,Intel i7 4790K,Human
+1,2023-01-01T12:05:00,80,200,20,1.5,5,Mobile,203.0.113.5,ISP2,100,10,True,"Mozilla/5.0 (Linux; Android 9; SM-G973U) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/83.0.4103.106 Mobile Safari/537.36",Android Browser,PluginX,1280x720,zh-CN,"35.893848,-117.91779",irregular,Android 10,Snapdragon 855,Bot
+2,2023-01-01T12:10:00,150,400,40,3.2,15,Desktop,172.16.254.1,ISP3,75,75,False,"Mozilla/5.0 (Windows NT 6.1; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/86.0.4240.111 Safari/537.36",Chrome 86,PluginY,1366x768,en-GB,"51.5074° N, 0.1278° W",sporadic,Windows 10,AMD Ryzen 5 3600,Human
+3,2023-01-01T12:15:00,200,250,30,4,20,Tablet,198.51.100.2,ISP4,120,30,False,"Mozilla/5.0 (iPad; CPU OS 13_2 like Mac OS X) AppleWebKit/604.1.38 (KHTML, like Gecko) Version/13.0.3 Mobile/15E148 Safari/604.1",Safari 13,PluginZ,2560x1600,fr-FR,"48.8584° N, 2.3522° E",frequent,iOS 13,Apple A12 Bionic,Bot
+4,2023-01-01T12:20:00,90,150,10,1.2,3,Laptop,10.0.0.1,ISP5,20,20,False,"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_3) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/13.0.5 Safari/605.1.15",Safari 13,,1024x768,en-US,"34.0522° N, 118.2437° W",random,macOS Catalina,Intel Core i5,Human
+5,2023-01-01T12:25:00,250,450,80,1.8,30,Desktop,192.168.1.2,ISP1,40,40,False,"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/84.0.4147.125 Safari/537.36",Chrome 84,PluginA,1920x1080,en-US,"37.7749° N, 122.4194° W",consistent,Windows 10,Intel Core i5,Human
+6,2023-01-02T14:30:00,30,2,0,0.1,0,Smartphone,192.168.1.2,ISP1,100,50,False,"Mozilla/5.0 (Linux; Android 9; SM-G960U) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/83.0.4103.106 Mobile Safari/537.36",Android Browser,1080x1920,ja-JP,"35.6895° N, 139.6917° E",consistent,Android 9,Qualcomm Snapdragon 625,Bot,
+7,2023-01-01T12:25:00,65,220,15,1.3,8,Desktop,192.168.1.2,ISP6,35,45,False,"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/88.0.4324.150 Safari/537.36",Chrome 88,Adobe Flash Player,1920x1080,en-US,"40.7128° N, 74.0060° W",consistent,Windows 10,Intel Core i5,Human
+8,2023-01-01T12:25:00,50,200,100,4.5,50,Desktop,172.20.10.1,ISP6,25,10,True,Mozilla/5.0 (X11; Linux x86_64; rv:60.0) Gecko/20100101 Firefox/60.0,Firefox 60,Plugin1,1920x1080,de-DE,"52.5200° N, 13.4049° E",consistent,Windows 7,Intel i5,Bot
+9,timestamp,mouse_movements,keystrokes,scroll_events,page_load_time,click_events,device_type,ip_address,isp,network_latency,bandwidth,vpn_enabled,user_agent,browser_version,plugins_and_extensions,screen_resolution,language_settings,geolocation,time_based_pattern,operating_system,hardware_specs,label
+10,2023-01-02T13:00:00,300,50,3,0.8,2,Router,10.0.0.1,ISP6,300,300,False,"Mozilla/5.0 (iPhone; CPU iPhone OS 14_2_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/14.0.2 Mobile/15E148 Safari/604.1",Mobile Safari,768x1024,en-US,"40.712776,-74.005974",extremely regular,IOS,Apple A14,Bot,
+11,2023-01-01T13:00:00,60,120,15,1.8,18,Laptop,172.18.0.1,ISP6,45,45,False,Mozilla/5.0 (X11; Linux x86_64; rv:78.0) Gecko/20100101 Firefox/78.0,Firefox 78,Flash Player,1920x1080,en-US,"40.712776,-74.005974",consistent,Windows 10,Intel Core i7,Human
+12,timestamp,mouse_movements,keystrokes,scroll_events,page_load_time,click_events,device_type,ip_address,isp,network_latency,bandwidth,vpn_enabled,user_agent,browser_version,plugins_and_extensions,screen_resolution,language_settings,geolocation,time_based_pattern,operating_system,hardware_specs,label
+13,False,"Mozilla/5.0 (Macintosh; Intel Mac OS X 10.15.4) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/13.1 Safari/605.1.15",Safari 13,1920x1080p,en-GB,480,irregular,Windows 100,Winter,OS,Windows XP,Touch,"Q""",Kernel. This is,"Network""",D,"Aller Time-day Data, Fraud Bots.Phishing the Bot to enable Logs, Rapidly.Logs human Keyboard. From network"")2 Compute Human","Detect"".Synchronizing Logs",all Human,"Written or Mouse. Delve to ensure ""Mouse."" Steps Nodes and ions Tap Version","Location""","Network."""
+14,2023-01-01T12:25:00,20,50,5,4.5,12,Tablet,198.51.100.3,ISP4,250,10,False,"Mozilla/5.0 (Linux; Android 9; Smart Tab 2) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/83.0.4103.106 Mobile Safari/537.36",Custom Tab,1280x800,es-ES,"34.0522° N, 118.2437° W",non-uniform,Android 9,Qualcomm Snapdragon 855+,Bot,
+19,2023-01-02T12:25:00,180,450,35,2.8,18,Laptop,192.168.1.3,ISP6,40,60,False,"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/89.0.4389.90 Safari/537.36",Chrome 89,PluginA,1920x1080,en-US,"37.7749° N, 122.4194° W",regular,Windows 10 Pro,Intel Core i7-10700,Human
+21,2023-01-01T13:05:00,30,40,5,1,2,Smartphone,10.0.0.2,ISP7,20,10,True,"Mozilla/5.0 (Linux; Android 9; SM-G960F) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/70.0.395 Mobile Safari/537.36 (KHTML, like Gecko) Chrome/89.0.37",android/59,Android,Nexus/50.0.0.6 (version Mell/Latency/time Machine Developer's:er interface BOT,Boot the 'Computer.,,,,,
+22,2023-01-01T12:30:00,10,100,10,0.9,5,Wireless Desktop,172.20.110.100,ISP6,80,80,False,"Mozilla/5.0 (X11; Fedora; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/69.0.3497.81 Safari/537.36",Chrome 69,PluginA,1366x768,en-US,"35.7742° N, 119.4179° W",systematic,Fedora,Intel Core i7-9700K,Bot
+23,,,,,,,,,,,,,,,,,,,,,,
+24,2023-01-01T12:30:00,10,10,2,5,8,Smartphone,10.0.0.2,ISP6,200,40,True,"Mozilla/5.0 (Windows NT 10.0; Win10) AppleWebKit/537.36 (KHTML, like Gecko) Safari/54.0",Chrome/55.0,Mobile/56,Android,"Windows XP Controlled Browsers.07.0 Browser/58 Network/Latency/time Machine Moving forward Data:er interface for Bot.4 web.
+Computer.",,,,,
+29,2023-01-02T12:30:00,70,200,15,1.3,5,Desktop,198.51.100.2,ISP7,80,30,20,"PluginA""","Firefox 64, Chrome 55","50""","Edge 19, 40","Windows 180, Linux","Kali Net 20 Networks 19, 19 Networks30",Microsoft 40 webinar with the users.,,,
+31,,"ISP8.9"".4FTP"". From:Time20'Training with intent"". Human to Device Logs and patterns Human.""Content HTTP or Page. Delivering a ""Context."" to identify Nurls Legal Process 'Device Version' from Affecting",aslation HTTPs',"Query""Human Activion",available IPertro Network and spam/Son with Voy,"Systems because Page""Web""",Page Dete,,,,,,,,,,,,,,,
+33,,,,,,,,,,,,,,,,,,,,,,
+34,,ISP,"ISP."" data Glassware/human machine 'Analytics.SE location Page"".Page speed Device Logging","alls.""Content HTTP or Page. Delivering a ""Mouse."" to identify Nodes and ions User.""",,,,,,,,,,,,,,,,,,
+39,5,"19"". Microsoft 10"". From:Time zone 20 Microsoft with encryption"". Office Pixel Logs",alls,"Content Url Page. Interest"".NET Time-based."" vs. Nodes and ions Ties.tions""","application.""",,,,,,,,,,,,,,,,,
+41,"Page Views Browser. Traffic"".",,,,,,,,,,,,,,,,,,,,,
+43,,,,,,,,,,,,,,,,,,,,,,
+44,"t Location""","stop.""USER aslation HTTP.tokens""Human Activion","smart""""Chat.server",Virus Voter with a browser,"page"". Download in""Web""",Page Detection,,,,,,,,,,,,,,,,
+49,"Face timestamp Query HTTPs Google""","application."" Click 'OS",available IP PIot and spam/Sens with Keys,"System"". Download Language"" (Screen",Differing,,,,,,,,,,,,,,,,,
+51,Process Language,"Press""","Naudre""Certs",Experts,"Favatar.""."""" Question Interleads.""",Server,Content. Once,Web Email,page. Ubb,"Page References."" Source","Windows User"".  Access (timestamp:Entries."" and Querying",Correspond,Query,Regex,Accessed but Observation Database.,,,,,,,
+53,"Description to Identically"". Time",Context,Tost and a as,"Searched's"". Expert""."" to Solpe for Compass""."" 6lamet""",Doing Language,Browser. The dataset,Method,Usage,"running"".",,,,,,,,,,,,,
+54,"Page Viewing Browser. Tracks"".",,,,,,,,,,,,,,,,,,,,,
+59,"Aware Page Browser. Tracks"".",,,,,,,,,,,,,,,,,,,,,
+63,Variation,ofs and Explore,"attributes"" and considering.",,,,,,,,,,,,,,,,,,,
+64,Process,"Geared Analysis""Google. Forworms"" Operations. I for the."""" from Firefox. Convey",Browser. Most: Access,Email,page. Used,"Page: To:User; User"".  Accessed"". Device.""s",and measures,"Login.""",,,,,,,,,,,,,,
+69,Process Language,"Press""","N3 Google"" Typing Freas Operated Favatar.""."""" from Firefox. Convey",Browser. Most: Access,Email,"page. Since 'intercept:ES:"". Windows User"".Networks"".",,,,,,,,,,,,,,,,
+73,,,,,,,,,,,,,,,,,,,,,,
+74,,r,Regex,Accessed but Observation.net,"Operating."" Involve. Page","check"". Clicks","Browser.""",,,,,,,,,,,,,,,
+79,"In Google."" Evening and networked""",use,Keystream,Accessed but Observation Database.,,,,,,,,,,,,,,,,,,
+83,,,,,,,,,,,,,,,,,,,,,,
+84,Access to differenti Iso to Use the analysis,Program.to Processing,and Loge in Microsoft ands Device,follow,Navigation,View,Data to Click,"Application"". Pressed by Data"".",,,,,,,,,,,,,,
+89,"Page"". In the Script"". Page","check"". Click and Foced","Cluster."" Theirs""","Machine."" to enriches Page in User",and Logic Language,which Session Mouse,indicating Key to use Time,Crowed Click,Watching,References,"Data"".",,,,,,,,,,,
+93,,,,,,,,,,,,,,,,,,,,,,
+99,Skin for,"to Use ands"" in web"" Details","Query""","to choose"" to and Language for","Login""."" Analysis","Energy"".""",Release,"Language""",Kuprote to Identifying,Uso,"Browser"". Averstand","for using""",C. Identified,"but Control. Type""s"". This"".",,,,,,,,