Dataset Viewer
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timestamp
stringdate
2024-01-01 00:15:12
2024-02-06 13:19:06
server_id
int64
1
3
method
stringclasses
5 values
path
stringclasses
33 values
status_code
int64
200
503
response_time_ms
int64
1
7.51k
bytes_sent
int64
5
778k
user_agent
stringclasses
10 values
ip_address
stringlengths
9
15
referrer
stringclasses
5 values
2024-01-01 00:15:12
1
GET
/api/v2/payments/process
201
153
2,256
Go-http-client/2.0
107.8.181.20
https://www.bing.com/
2024-01-01 00:27:54
2
GET
/docs
304
290
10,395
Bingbot/2.0 (+http://www.bing.com/bingbot.htm)
167.4.254.26
https://www.google.com/
2024-01-01 00:31:42
1
POST
/api/v2/cart
200
201
2,452
Go-http-client/2.0
93.47.67.36
https://www.google.com/
2024-01-01 00:54:33
2
POST
/static/js/app.js
201
31
2,324
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 Chrome/122.0.0.0
189.113.25.154
-
2024-01-01 01:36:08
2
GET
/contact
200
64
449
curl/8.4.0
168.210.20.247
https://www.google.com/
2024-01-01 02:18:04
1
POST
/static/images/logo.png
201
50
5,087
curl/8.4.0
43.90.242.32
https://www.google.com/
2024-01-01 03:23:09
3
GET
/pricing
200
50
3,849
Mozilla/5.0 (Linux; Android 14; Pixel 8) AppleWebKit/537.36 Chrome/122.0.0.0
147.117.229.138
https://reddit.com/r/webdev
2024-01-01 03:40:03
3
PUT
/register
200
121
2,298
Go-http-client/2.0
67.60.92.254
-
2024-01-01 05:10:57
1
GET
/api/v2/categories
401
339
3,680
Bingbot/2.0 (+http://www.bing.com/bingbot.htm)
105.23.179.85
https://www.bing.com/
2024-01-01 05:11:40
3
POST
/docs
200
10
1,095
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 Chrome/122.0.0.0
189.143.97.78
-
2024-01-01 05:12:20
2
POST
/blog
304
97
2,007
Mozilla/5.0 (Linux; Android 14; Pixel 8) AppleWebKit/537.36 Chrome/122.0.0.0
22.209.89.168
https://reddit.com/r/webdev
2024-01-01 05:12:40
3
DELETE
/api/v2/users/register
200
24
5,453
Googlebot/2.1 (+http://www.google.com/bot.html)
61.132.251.209
-
2024-01-01 05:24:52
3
PUT
/sitemap.xml
200
63
11,816
Mozilla/5.0 (iPhone; CPU iPhone OS 17_3 like Mac OS X) AppleWebKit/605.1.15
89.29.112.59
https://twitter.com/
2024-01-01 05:29:56
2
GET
/login
200
419
1,595
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 Chrome/122.0.0.0
33.10.154.245
https://www.google.com/
2024-01-01 05:51:53
2
POST
/favicon.ico
200
55
2,955
curl/8.4.0
220.54.123.30
https://www.google.com/
2024-01-01 06:05:01
3
GET
/
200
93
44,929
Mozilla/5.0 (Linux; Android 14; Pixel 8) AppleWebKit/537.36 Chrome/122.0.0.0
185.26.28.192
https://www.bing.com/
2024-01-01 06:09:06
3
POST
/
301
36
3,150
Mozilla/5.0 (Linux; Android 14; Pixel 8) AppleWebKit/537.36 Chrome/122.0.0.0
136.139.125.169
https://twitter.com/
2024-01-01 06:51:40
2
GET
/about
201
24
9,790
curl/8.4.0
133.151.149.109
-
2024-01-01 07:01:32
2
GET
/contact
404
9
1,904
Go-http-client/2.0
1.112.233.62
https://www.google.com/
2024-01-01 07:02:40
1
GET
/login
200
145
830
curl/8.4.0
44.5.173.138
https://www.google.com/
2024-01-01 07:21:18
1
POST
/static/images/logo.png
400
25
2,337
PostmanRuntime/7.36.1
63.51.24.247
https://www.google.com/
2024-01-01 07:22:07
3
GET
/login
200
96
7,675
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 Chrome/122.0.0.0
89.21.42.10
https://www.bing.com/
2024-01-01 07:47:00
1
POST
/docs
500
113
29,445
Mozilla/5.0 (iPhone; CPU iPhone OS 17_3 like Mac OS X) AppleWebKit/605.1.15
9.134.28.159
https://twitter.com/
2024-01-01 07:57:37
1
GET
/api/v2/payments/process
404
223
2,545
PostmanRuntime/7.36.1
174.14.70.84
https://www.google.com/
2024-01-01 08:11:32
3
GET
/api/v2/cart
404
44
5,779
Mozilla/5.0 (Macintosh; Intel Mac OS X 14_3_1) AppleWebKit/605.1.15 Safari/17.3
91.221.123.162
https://www.bing.com/
2024-01-01 08:15:25
2
POST
/api/v2/categories
200
73
8,283
Mozilla/5.0 (iPhone; CPU iPhone OS 17_3 like Mac OS X) AppleWebKit/605.1.15
200.70.148.166
-
2024-01-01 08:22:33
2
PATCH
/healthz
201
29
963
Bingbot/2.0 (+http://www.bing.com/bingbot.htm)
152.65.92.90
https://www.google.com/
2024-01-01 08:24:04
3
PUT
/api/v2/search
200
340
653
Mozilla/5.0 (iPhone; CPU iPhone OS 17_3 like Mac OS X) AppleWebKit/605.1.15
53.52.76.202
https://www.google.com/
2024-01-01 08:28:59
1
GET
/api/v2/users/register
200
2,026
10,085
Bingbot/2.0 (+http://www.bing.com/bingbot.htm)
57.186.130.82
https://www.bing.com/
2024-01-01 08:29:51
1
GET
/api/v2/reviews
200
468
10,596
Mozilla/5.0 (iPhone; CPU iPhone OS 17_3 like Mac OS X) AppleWebKit/605.1.15
4.6.198.2
https://www.bing.com/
2024-01-01 08:30:02
1
GET
/login
200
486
510
PostmanRuntime/7.36.1
44.174.113.80
https://www.bing.com/
2024-01-01 08:36:02
1
GET
/sitemap.xml
200
187
33,564
Mozilla/5.0 (iPhone; CPU iPhone OS 17_3 like Mac OS X) AppleWebKit/605.1.15
130.87.186.95
https://twitter.com/
2024-01-01 08:43:10
1
GET
/api/v2/orders
200
75
176
python-requests/2.31.0
103.8.221.164
https://www.bing.com/
2024-01-01 08:43:56
2
GET
/api/v2/orders/{id}
500
140
12,086
Mozilla/5.0 (iPhone; CPU iPhone OS 17_3 like Mac OS X) AppleWebKit/605.1.15
164.98.116.30
https://www.google.com/
2024-01-01 08:45:15
1
POST
/about
200
22
4,270
curl/8.4.0
34.243.244.63
https://reddit.com/r/webdev
2024-01-01 08:48:30
3
GET
/api/v2/orders/{id}
200
109
317
python-requests/2.31.0
82.131.74.220
https://reddit.com/r/webdev
2024-01-01 08:49:27
2
GET
/robots.txt
200
78
66,783
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 Chrome/122.0.0.0
208.203.49.240
https://www.bing.com/
2024-01-01 08:53:38
2
GET
/api/v2/payments/process
200
265
835
Mozilla/5.0 (Linux; Android 14; Pixel 8) AppleWebKit/537.36 Chrome/122.0.0.0
129.184.254.82
-
2024-01-01 09:01:14
3
GET
/.well-known/security.txt
200
38
585
python-requests/2.31.0
30.3.246.125
https://www.bing.com/
2024-01-01 09:03:59
3
GET
/api/v2/wishlist
200
168
6,532
Bingbot/2.0 (+http://www.bing.com/bingbot.htm)
4.234.127.142
https://reddit.com/r/webdev
2024-01-01 09:16:06
2
POST
/api/v2/orders/{id}
200
35
14,238
python-requests/2.31.0
1.111.153.12
https://twitter.com/
2024-01-01 09:32:16
2
GET
/blog/{slug}
400
122
1,038
Mozilla/5.0 (Linux; Android 14; Pixel 8) AppleWebKit/537.36 Chrome/122.0.0.0
152.153.39.58
https://www.google.com/
2024-01-01 09:34:25
2
POST
/api/v2/products/{id}
200
85
2,929
Go-http-client/2.0
15.238.220.198
https://reddit.com/r/webdev
2024-01-01 09:37:47
1
GET
/api/v2/cart/checkout
200
261
1,741
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 Chrome/122.0.0.0
52.101.219.157
https://www.google.com/
2024-01-01 09:44:13
1
POST
/api/v2/categories
404
14
6,628
PostmanRuntime/7.36.1
110.137.73.184
https://www.google.com/
2024-01-01 09:45:11
1
GET
/pricing
200
755
1,711
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 Chrome/122.0.0.0
134.60.142.102
https://reddit.com/r/webdev
2024-01-01 09:45:49
3
POST
/static/js/app.js
401
4
439
Bingbot/2.0 (+http://www.bing.com/bingbot.htm)
182.131.222.129
https://www.google.com/
2024-01-01 10:03:16
1
POST
/blog
200
57
2,120
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 Chrome/122.0.0.0
200.208.167.35
https://twitter.com/
2024-01-01 10:05:26
1
POST
/api/v2/categories
200
793
4,805
Mozilla/5.0 (Linux; Android 14; Pixel 8) AppleWebKit/537.36 Chrome/122.0.0.0
126.92.26.112
-
2024-01-01 10:05:51
2
GET
/api/v2/products
200
20
18,477
Bingbot/2.0 (+http://www.bing.com/bingbot.htm)
24.253.245.16
-
2024-01-01 10:09:37
2
GET
/api/v2/users/register
400
160
26,555
PostmanRuntime/7.36.1
170.103.145.113
https://www.google.com/
2024-01-01 10:09:38
2
PATCH
/api/v2/shipping/rates
200
316
389
Mozilla/5.0 (Linux; Android 14; Pixel 8) AppleWebKit/537.36 Chrome/122.0.0.0
155.39.224.174
https://reddit.com/r/webdev
2024-01-01 10:15:33
2
PUT
/static/css/main.css
200
134
3,463
Googlebot/2.1 (+http://www.google.com/bot.html)
193.44.118.169
-
2024-01-01 10:16:27
3
POST
/static/js/app.js
301
69
2,889
PostmanRuntime/7.36.1
167.18.221.64
https://twitter.com/
2024-01-01 10:24:36
3
PATCH
/docs/{page}
200
50
3,942
PostmanRuntime/7.36.1
81.160.98.162
-
2024-01-01 10:34:46
2
GET
/api/v2/users/me
200
43
269
Mozilla/5.0 (Macintosh; Intel Mac OS X 14_3_1) AppleWebKit/605.1.15 Safari/17.3
151.124.27.163
https://www.bing.com/
2024-01-01 10:36:37
3
GET
/sitemap.xml
200
25
7,213
python-requests/2.31.0
137.232.86.40
-
2024-01-01 10:40:23
3
POST
/pricing
201
50
2,534
Mozilla/5.0 (Linux; Android 14; Pixel 8) AppleWebKit/537.36 Chrome/122.0.0.0
155.25.23.5
https://twitter.com/
2024-01-01 10:41:04
2
POST
/login
401
45
99,183
Go-http-client/2.0
33.64.2.241
https://reddit.com/r/webdev
2024-01-01 10:57:27
3
GET
/favicon.ico
200
25
35,789
PostmanRuntime/7.36.1
44.15.44.18
-
2024-01-01 10:59:36
2
GET
/api/v2/users/me
200
29
7,777
Mozilla/5.0 (iPhone; CPU iPhone OS 17_3 like Mac OS X) AppleWebKit/605.1.15
153.79.35.221
https://www.google.com/
2024-01-01 11:10:00
3
GET
/blog/{slug}
200
24
5,532
curl/8.4.0
179.209.191.21
https://twitter.com/
2024-01-01 11:11:10
3
GET
/blog/{slug}
200
8
10,829
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 Chrome/122.0.0.0
86.248.132.147
-
2024-01-01 11:22:35
3
GET
/login
200
39
443
Mozilla/5.0 (Linux; Android 14; Pixel 8) AppleWebKit/537.36 Chrome/122.0.0.0
115.91.165.233
https://www.bing.com/
2024-01-01 11:25:12
3
GET
/static/images/logo.png
200
119
7,957
Mozilla/5.0 (Linux; Android 14; Pixel 8) AppleWebKit/537.36 Chrome/122.0.0.0
71.46.109.206
https://twitter.com/
2024-01-01 11:27:45
3
POST
/login
400
281
260
curl/8.4.0
83.74.116.106
-
2024-01-01 11:29:36
1
PUT
/static/images/logo.png
200
140
2,634
Googlebot/2.1 (+http://www.google.com/bot.html)
28.212.140.218
https://www.google.com/
2024-01-01 11:35:22
2
GET
/favicon.ico
200
90
931
Bingbot/2.0 (+http://www.bing.com/bingbot.htm)
124.224.226.204
https://www.google.com/
2024-01-01 11:36:08
3
GET
/static/images/logo.png
200
222
8,357
Mozilla/5.0 (Linux; Android 14; Pixel 8) AppleWebKit/537.36 Chrome/122.0.0.0
97.236.35.126
https://www.google.com/
2024-01-01 11:40:08
3
PATCH
/blog/{slug}
200
121
2,607
Mozilla/5.0 (iPhone; CPU iPhone OS 17_3 like Mac OS X) AppleWebKit/605.1.15
9.25.14.81
https://www.bing.com/
2024-01-01 11:41:29
2
GET
/docs/{page}
200
22
3,159
Bingbot/2.0 (+http://www.bing.com/bingbot.htm)
61.244.135.128
https://reddit.com/r/webdev
2024-01-01 11:43:44
2
GET
/api/v2/users/register
200
513
92,675
Mozilla/5.0 (iPhone; CPU iPhone OS 17_3 like Mac OS X) AppleWebKit/605.1.15
218.17.215.90
https://www.bing.com/
2024-01-01 11:48:50
2
GET
/api/v2/cart/checkout
200
67
595
Mozilla/5.0 (Macintosh; Intel Mac OS X 14_3_1) AppleWebKit/605.1.15 Safari/17.3
64.136.140.23
https://www.bing.com/
2024-01-01 11:53:08
2
POST
/healthz
200
122
3,668
Mozilla/5.0 (iPhone; CPU iPhone OS 17_3 like Mac OS X) AppleWebKit/605.1.15
137.236.169.112
https://reddit.com/r/webdev
2024-01-01 11:55:16
2
GET
/about
200
18
414
Googlebot/2.1 (+http://www.google.com/bot.html)
108.217.69.67
https://www.bing.com/
2024-01-01 11:55:55
1
GET
/api/v2/categories
200
17
9,651
Googlebot/2.1 (+http://www.google.com/bot.html)
219.29.103.203
https://reddit.com/r/webdev
2024-01-01 12:02:00
2
GET
/blog
400
230
10,698
Go-http-client/2.0
159.124.64.176
https://reddit.com/r/webdev
2024-01-01 12:03:01
1
POST
/api/v2/search
200
166
7,033
Bingbot/2.0 (+http://www.bing.com/bingbot.htm)
134.40.61.176
https://www.google.com/
2024-01-01 12:04:28
3
GET
/api/v2/shipping/rates
400
382
3,759
Mozilla/5.0 (Linux; Android 14; Pixel 8) AppleWebKit/537.36 Chrome/122.0.0.0
32.222.47.45
-
2024-01-01 12:07:17
1
PATCH
/docs
200
428
30,543
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 Chrome/122.0.0.0
147.31.100.196
https://www.google.com/
2024-01-01 12:34:41
1
DELETE
/register
400
361
10,819
Mozilla/5.0 (iPhone; CPU iPhone OS 17_3 like Mac OS X) AppleWebKit/605.1.15
158.241.159.135
https://www.google.com/
2024-01-01 12:41:17
1
GET
/api/v2/products
500
147
1,023
curl/8.4.0
82.170.159.230
https://twitter.com/
2024-01-01 12:44:04
1
GET
/sitemap.xml
200
6
660
PostmanRuntime/7.36.1
94.2.40.1
https://www.google.com/
2024-01-01 12:46:05
2
GET
/static/images/logo.png
200
338
4,405
curl/8.4.0
123.19.216.118
https://twitter.com/
2024-01-01 12:46:54
2
GET
/blog/{slug}
401
86
1,075
curl/8.4.0
204.24.90.41
-
2024-01-01 12:48:03
2
PUT
/api/v2/products
404
20
4,937
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 Chrome/122.0.0.0
138.201.59.216
https://reddit.com/r/webdev
2024-01-01 12:51:45
1
POST
/api/v2/products/{id}
304
30
1,038
python-requests/2.31.0
21.193.204.206
https://reddit.com/r/webdev
2024-01-01 13:02:04
1
GET
/api/v2/shipping/rates
200
12
19,009
Mozilla/5.0 (Macintosh; Intel Mac OS X 14_3_1) AppleWebKit/605.1.15 Safari/17.3
152.152.204.31
https://www.bing.com/
2024-01-01 13:08:31
2
GET
/static/js/app.js
404
84
3,320
python-requests/2.31.0
196.104.65.210
https://twitter.com/
2024-01-01 13:11:48
1
GET
/docs
401
68
2,447
curl/8.4.0
220.139.228.231
https://www.bing.com/
2024-01-01 13:12:24
1
PUT
/api/v2/cart/checkout
503
49
2,131
Go-http-client/2.0
18.117.216.110
https://reddit.com/r/webdev
2024-01-01 13:13:35
1
POST
/api/v2/categories
200
90
9,663
Mozilla/5.0 (iPhone; CPU iPhone OS 17_3 like Mac OS X) AppleWebKit/605.1.15
76.142.30.150
https://www.bing.com/
2024-01-01 13:16:21
1
GET
/api/v2/shipping/rates
200
25
1,531
PostmanRuntime/7.36.1
76.151.46.147
-
2024-01-01 13:19:35
2
POST
/contact
200
1,200
15,880
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 Chrome/122.0.0.0
47.51.177.219
https://twitter.com/
2024-01-01 13:28:41
1
POST
/api/v2/wishlist
200
53
1,352
Mozilla/5.0 (Linux; Android 14; Pixel 8) AppleWebKit/537.36 Chrome/122.0.0.0
68.121.209.149
https://www.bing.com/
2024-01-01 13:31:20
3
GET
/api/v2/products/{id}
200
375
687
Go-http-client/2.0
200.135.229.167
-
2024-01-01 13:32:07
2
POST
/
200
302
18,986
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 Chrome/122.0.0.0
168.15.248.176
https://twitter.com/
2024-01-01 13:37:06
1
GET
/static/js/app.js
200
81
17,255
curl/8.4.0
11.88.69.215
-
2024-01-01 13:42:22
2
GET
/api/v2/cart/checkout
403
56
3,788
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 Chrome/122.0.0.0
139.43.164.232
https://reddit.com/r/webdev
2024-01-01 13:42:34
2
PUT
/api/v2/cart/checkout
200
217
3,343
Bingbot/2.0 (+http://www.bing.com/bingbot.htm)
139.77.182.223
https://www.google.com/
End of preview. Expand in Data Studio

Web Server Access Logs (Synthetic) (Free Sample)

This is a free sample with 5,003 rows. The full dataset has 50,048 rows across 2 tables.

Realistic HTTP access logs from a simulated SaaS company running an e-commerce API and marketing website. 50,000 requests across 3 servers over 12 months.

Includes realistic patterns: weekday/weekend traffic variation, peak hours, seasonal trends, bot traffic, and two injected anomalies (DDoS attempt and database outage) for anomaly detection training.

Each log entry includes: timestamp, server, HTTP method, path, status code, response time, bytes sent, user agent, IP address, and referrer.

Ideal for: DevOps monitoring dashboards, log analysis pipelines, anomaly detection ML models, SIEM testing, and observability tool development.

Sample tables

Table Sample Rows
access_logs 5,000
servers 3
Total 5,003

Full dataset

The complete dataset includes all tables with full row counts:

Table Full Rows
access_logs 50,045
servers 3
Total 50,048

Formats included: CSV, Parquet, SQLite

Get the full dataset on Gumroad

About

Generated by Mindweave Technologies -- realistic synthetic datasets for developers, QA teams, and data engineers.

Every dataset features:

  • Enforced foreign key relationships across all tables
  • Realistic statistical distributions (not uniform random)
  • Temporal patterns (seasonal, time-of-day, day-of-week)
  • Injected anomalies for ML training and anomaly detection
  • Deterministic generation (same seed = same output)

Browse all datasets: https://mindweavetech.gumroad.com

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