idx
int64 0
99
| timestamp
stringlengths 1
44
⌀ | mouse_movements
stringlengths 1
200
⌀ | keystrokes
stringlengths 1
89
⌀ | scroll_events
stringlengths 1
83
⌀ | page_load_time
stringlengths 1
47
⌀ | click_events
stringlengths 1
53
⌀ | device_type
stringlengths 6
26
⌀ | ip_address
stringlengths 5
31
⌀ | isp
stringlengths 3
22
⌀ | network_latency
stringlengths 2
24
⌀ | bandwidth
stringlengths 2
56
⌀ | vpn_enabled
stringclasses 7
values | user_agent
stringlengths 2
151
⌀ | browser_version
stringlengths 5
28
⌀ | plugins_and_extensions
stringlengths 3
34
⌀ | screen_resolution
stringlengths 1
78
⌀ | language_settings
stringlengths 5
133
⌀ | geolocation
stringlengths 10
38
⌀ | time_based_pattern
stringlengths 3
36
⌀ | operating_system
stringlengths 6
75
⌀ | hardware_specs
stringlengths 3
19
⌀ | label
stringclasses 4
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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
| null |
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
| null |
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
| null |
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
| null |
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
| null |
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.
| null | null | null | null | null |
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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
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.
| null | null | null | null | null |
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.
| null | null | null |
31 | null |
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
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
33 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
34 | null |
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."
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
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."
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
41 |
Page Views Browser. Traffic".
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
43 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
44 |
t Location"
|
stop."USER aslation HTTP.tokens"Human Activion
|
smart""Chat.server
|
Virus Voter with a browser
|
page". Download in"Web"
|
Page Detection
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
49 |
Face timestamp Query HTTPs Google"
|
application." Click 'OS
|
available IP PIot and spam/Sens with Keys
|
System". Download Language" (Screen
|
Differing
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
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.
| null | null | null | null | null | null | null |
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".
| null | null | null | null | null | null | null | null | null | null | null | null | null |
54 |
Page Viewing Browser. Tracks".
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
59 |
Aware Page Browser. Tracks".
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
63 |
Variation
|
ofs and Explore
|
attributes" and considering.
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
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."
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
69 |
Process Language
|
Press"
|
N3 Google" Typing Freas Operated Favatar."."" from Firefox. Convey
|
Browser. Most: Access
|
Email
|
page. Since 'intercept:ES:". Windows User".Networks".
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
73 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
74 | null |
r
|
Regex
|
Accessed but Observation.net
|
Operating." Involve. Page
|
check". Clicks
|
Browser."
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
79 |
In Google." Evening and networked"
|
use
|
Keystream
|
Accessed but Observation Database.
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
83 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
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".
| null | null | null | null | null | null | null | null | null | null | null | null | null | null |
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".
| null | null | null | null | null | null | null | null | null | null | null |
93 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
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".
| null | null | null | null | null | null | null | null |
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