data.csv

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.,,,
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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.""",,,,,,,,,,,,,,,,,,
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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.,,,,,,,
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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.""",,,,,,,,,,,,,,
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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"".",,,,,,,,,,,,,,
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93,,,,,,,,,,,,,,,,,,,,,,
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