Submitted URL: https://packt.omeclk.com/portal/wts/ug^cnN2cyLec6q68DgEfnDa8eE8zmq4rhkrt7yCrCka
Effective URL: https://medium.com/@alfalahum/spam-mail-detection-machine-learning-with-python-419083b97925?utm_source=PythonPro+Ne...
Submission: On September 17 via api from SA — Scanned from DE

Summary

This website contacted 11 IPs in 3 countries across 9 domains to perform 82 HTTP transactions. The main IP is 2606:4700:7::a29f:9904, located in United States and belongs to CLOUDFLARENET, US. The main domain is medium.com. The Cisco Umbrella rank of the primary domain is 11531.
TLS certificate: Issued by Cloudflare Inc ECC CA-3 on February 16th 2024. Valid for: a year.
This is the only time medium.com was scanned on urlscan.io!

urlscan.io Verdict: No classification

Domain & IP information

Apex Domain
Subdomains
Transfer
70 medium.com
medium.com — Cisco Umbrella Rank: 11531
glyph.medium.com — Cisco Umbrella Rank: 23710
miro.medium.com — Cisco Umbrella Rank: 16044
cdn-client.medium.com — Cisco Umbrella Rank: 24894
1 MB
4 branch.io
cdn.branch.io — Cisco Umbrella Rank: 982
api2.branch.io — Cisco Umbrella Rank: 1398
25 KB
4 google.com
accounts.google.com — Cisco Umbrella Rank: 16
www.google.com — Cisco Umbrella Rank: 3
88 KB
1 google-analytics.com
region1.google-analytics.com — Cisco Umbrella Rank: 3310
1 app.link
app.link — Cisco Umbrella Rank: 2390
633 B
1 gstatic.com
www.gstatic.com
215 KB
1 googletagmanager.com
www.googletagmanager.com — Cisco Umbrella Rank: 43
94 KB
1 cloudflareinsights.com
static.cloudflareinsights.com — Cisco Umbrella Rank: 670
7 KB
1 omeclk.com
packt.omeclk.com
453 B
82 9
Domain Requested by
32 cdn-client.medium.com medium.com
cdn-client.medium.com
21 medium.com 1 redirects cdn-client.medium.com
medium.com
static.cloudflareinsights.com
9 glyph.medium.com glyph.medium.com
8 miro.medium.com medium.com
3 api2.branch.io cdn.branch.io
2 www.google.com cdn-client.medium.com
www.gstatic.com
2 accounts.google.com cdn-client.medium.com
accounts.google.com
1 region1.google-analytics.com cdn-client.medium.com
1 app.link cdn.branch.io
1 www.gstatic.com www.google.com
1 cdn.branch.io medium.com
1 www.googletagmanager.com cdn-client.medium.com
1 static.cloudflareinsights.com medium.com
1 packt.omeclk.com 1 redirects
82 14
Subject Issuer Validity Valid
medium.com
Cloudflare Inc ECC CA-3
2024-02-16 -
2024-12-31
a year crt.sh
cloudflareinsights.com
WE1
2024-09-03 -
2024-12-02
3 months crt.sh
accounts.google.com
WR2
2024-08-12 -
2024-11-04
3 months crt.sh
*.google-analytics.com
WR2
2024-08-26 -
2024-11-18
3 months crt.sh
*.branch.io
Amazon RSA 2048 M03
2024-08-11 -
2025-09-09
a year crt.sh
*.google.com
WR2
2024-08-26 -
2024-11-18
3 months crt.sh
*.gstatic.com
WR2
2024-08-26 -
2024-11-18
3 months crt.sh
appipv4.link
Amazon RSA 2048 M03
2024-03-25 -
2025-04-22
a year crt.sh

This page contains 3 frames:

Primary Page: https://medium.com/@alfalahum/spam-mail-detection-machine-learning-with-python-419083b97925?utm_source=PythonPro+Newsletter&utm_medium=email&utm_campaign=20240917&utm_content=1101878820-39&oly_enc_id=6800A3427478H8A
Frame ID: 77AF8AFF849460466AD3C361F4001020
Requests: 79 HTTP requests in this frame

Frame: https://medium.com/cdn-cgi/challenge-platform/h/b/scripts/jsd/388c99dd0998/main.js
Frame ID: F27B82E7C9E46FAB0928EABA5FE05466
Requests: 2 HTTP requests in this frame

Frame: https://www.google.com/recaptcha/enterprise/anchor?ar=1&k=6Le-uGgpAAAAAPprRaokM8AKthQ9KNGdoxaGUvVp&co=aHR0cHM6Ly9tZWRpdW0uY29tOjQ0Mw..&hl=de&v=EGbODne6buzpTnWrrBprcfAY&size=invisible&cb=fv16l4439vqs
Frame ID: DA851B88CF40D63831A883A75E9AA69E
Requests: 1 HTTP requests in this frame

Screenshot

Page Title

Spam Mail Detection: Machine Learning with Python | by Md. Abdullah Al Mamun | Sep, 2024 | Medium

Page URL History Show full URLs

  1. https://packt.omeclk.com/portal/wts/ug%5EcnN2cyLec6q68DgEfnDa8eE8zmq4rhkrt7yCrCka HTTP 302
    https://medium.com/@alfalahum/spam-mail-detection-machine-learning-with-python-419083b97925?utm... Page URL

Detected technologies

Overall confidence: 100%
Detected patterns
  • ^https?://(?:www\.)?medium\.com
  • medium\.com

Overall confidence: 100%
Detected patterns
  • accounts\.google\.com/gsi/client

Overall confidence: 100%
Detected patterns
  • static\.cloudflareinsights\.com/beacon(?:\.min)?\.js

Overall confidence: 100%
Detected patterns

Overall confidence: 100%
Detected patterns
  • googletagmanager\.com/gtag/js

Page Statistics

82
Requests

99 %
HTTPS

83 %
IPv6

9
Domains

14
Subdomains

11
IPs

3
Countries

1568 kB
Transfer

4137 kB
Size

7
Cookies

Page URL History

This captures the URL locations of the websites, including HTTP redirects and client-side redirects via JavaScript or Meta fields.

  1. https://packt.omeclk.com/portal/wts/ug%5EcnN2cyLec6q68DgEfnDa8eE8zmq4rhkrt7yCrCka HTTP 302
    https://medium.com/@alfalahum/spam-mail-detection-machine-learning-with-python-419083b97925?utm_source=PythonPro+Newsletter&utm_medium=email&utm_campaign=20240917&utm_content=1101878820-39&oly_enc_id=6800A3427478H8A Page URL

Redirected requests

There were HTTP redirect chains for the following requests:

Request Chain 57
  • https://medium.com/cdn-cgi/challenge-platform/scripts/jsd/main.js HTTP 302
  • https://medium.com/cdn-cgi/challenge-platform/h/b/scripts/jsd/388c99dd0998/main.js

82 HTTP transactions

Resource
Path
Size
x-fer
Type
MIME-Type
Primary Request spam-mail-detection-machine-learning-with-python-419083b97925
medium.com/@alfalahum/
Redirect Chain
  • https://packt.omeclk.com/portal/wts/ug%5EcnN2cyLec6q68DgEfnDa8eE8zmq4rhkrt7yCrCka
  • https://medium.com/@alfalahum/spam-mail-detection-machine-learning-with-python-419083b97925?utm_source=PythonPro+Newsletter&utm_medium=email&utm_campaign=20240917&utm_content=1101878820-39&oly_enc_...
116 KB
29 KB
Document
General
Full URL
https://medium.com/@alfalahum/spam-mail-detection-machine-learning-with-python-419083b97925?utm_source=PythonPro+Newsletter&utm_medium=email&utm_campaign=20240917&utm_content=1101878820-39&oly_enc_id=6800A3427478H8A
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
2606:4700:7::a29f:9904 , United States, ASN13335 (CLOUDFLARENET, US),
Reverse DNS
Software
cloudflare /
Resource Hash
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Security Headers
Name Value
Content-Security-Policy frame-ancestors 'self' https://medium.com
Strict-Transport-Security max-age=15552000; includeSubDomains; preload
X-Content-Type-Options nosniff

Request headers

Upgrade-Insecure-Requests
1
User-Agent
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Response headers

alt-svc
h3=":443"; ma=86400
cache-control
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cf-cache-status
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cf-ray
8c4becc94e51d2e3-FRA
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content-type
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date
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expires
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link
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medium-missing-time
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worker-cache-middleware
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worker-missing-cookies
1
x-content-type-options
nosniff
x-envoy-upstream-service-time
403
x-request-received-at
1726525941175

Redirect headers

Connection
close
Content-Length
0
Date
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Keep-Alive
timeout=5
Location
https://medium.com/@alfalahum/spam-mail-detection-machine-learning-with-python-419083b97925?utm_source=PythonPro+Newsletter&utm_medium=email&utm_campaign=20240917&utm_content=1101878820-39&oly_enc_id=6800A3427478H8A
Server
Apache
X-Content-Type-Options
nosniff
X-Frame-Options
SAMEORIGIN
X-XSS-Protection
1; mode=block
unbound.css
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19 KB
0
Stylesheet
General
Full URL
https://glyph.medium.com/css/unbound.css
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
2606:4700:7::a29f:9904 , United States, ASN13335 (CLOUDFLARENET, US),
Reverse DNS
Software
cloudflare /
Resource Hash
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Security Headers
Name Value
X-Content-Type-Options nosniff

Request headers

Referer
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User-Agent
Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/128.0.0.0 Safari/537.36

Response headers

date
Tue, 17 Sep 2024 20:42:49 GMT
content-encoding
gzip
x-content-type-options
nosniff
cf-cache-status
HIT
age
395
x-envoy-upstream-service-time
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server
cloudflare
access-control-max-age
86400
access-control-allow-methods
GET, POST, PUT, DELETE
content-type
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access-control-allow-origin
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cache-control
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access-control-allow-credentials
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vary
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cf-ray
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access-control-allow-headers
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expires
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miro.medium.com/v2/resize:fit:720/format:webp/
10 KB
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Image
General
Full URL
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Requested by
Host: medium.com
URL: https://medium.com/@alfalahum/spam-mail-detection-machine-learning-with-python-419083b97925?utm_source=PythonPro+Newsletter&utm_medium=email&utm_campaign=20240917&utm_content=1101878820-39&oly_enc_id=6800A3427478H8A
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
2606:4700:7::a29f:9904 , United States, ASN13335 (CLOUDFLARENET, US),
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Software
cloudflare /
Resource Hash
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Security Headers
Name Value
Content-Security-Policy script-src 'none'
Strict-Transport-Security max-age=15552000; includeSubDomains; preload
X-Content-Type-Options nosniff

Request headers

Referer
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User-Agent
Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/128.0.0.0 Safari/537.36

Response headers

date
Tue, 17 Sep 2024 20:42:49 GMT
content-security-policy
script-src 'none'
x-content-type-options
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etag
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vary
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medium-fulfilled-by
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expires
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manifest.bde1cd3a.js
cdn-client.medium.com/lite/static/js/
13 KB
6 KB
Script
General
Full URL
https://cdn-client.medium.com/lite/static/js/manifest.bde1cd3a.js
Requested by
Host: medium.com
URL: https://medium.com/@alfalahum/spam-mail-detection-machine-learning-with-python-419083b97925?utm_source=PythonPro+Newsletter&utm_medium=email&utm_campaign=20240917&utm_content=1101878820-39&oly_enc_id=6800A3427478H8A
Protocol
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Security
TLS 1.3, , AES_128_GCM
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2606:4700:7::a29f:9904 , United States, ASN13335 (CLOUDFLARENET, US),
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Security Headers
Name Value
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Request headers

Referer
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User-Agent
Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/128.0.0.0 Safari/537.36

Response headers

date
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x-amz-version-id
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last-modified
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server
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etag
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618 KB
192 KB
Script
General
Full URL
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Requested by
Host: medium.com
URL: https://medium.com/@alfalahum/spam-mail-detection-machine-learning-with-python-419083b97925?utm_source=PythonPro+Newsletter&utm_medium=email&utm_campaign=20240917&utm_content=1101878820-39&oly_enc_id=6800A3427478H8A
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H2
Security
TLS 1.3, , AES_128_GCM
Server
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Request headers

Referer
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User-Agent
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Response headers

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Host: medium.com
URL: https://medium.com/@alfalahum/spam-mail-detection-machine-learning-with-python-419083b97925?utm_source=PythonPro+Newsletter&utm_medium=email&utm_campaign=20240917&utm_content=1101878820-39&oly_enc_id=6800A3427478H8A
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H2
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TLS 1.3, , AES_128_GCM
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Request headers

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User-Agent
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Response headers

date
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x-amz-version-id
funO_lrY8r992kpZ_fp5hhVNwZbpziD6
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Requested by
Host: medium.com
URL: https://medium.com/@alfalahum/spam-mail-detection-machine-learning-with-python-419083b97925?utm_source=PythonPro+Newsletter&utm_medium=email&utm_campaign=20240917&utm_content=1101878820-39&oly_enc_id=6800A3427478H8A
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H2
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TLS 1.3, , AES_128_GCM
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Request headers

Referer
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User-Agent
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Response headers

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x-amz-version-id
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server
ESF
x-content-type-options
nosniff
x-xss-protection
0
open
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708 B
XHR
General
Full URL
https://api2.branch.io/v1/open
Requested by
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URL: https://cdn.branch.io/branch-latest.min.js
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
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Reverse DNS
Software
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Security Headers
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Request headers

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Content-Type
application/x-www-form-urlencoded

Response headers

date
Tue, 17 Sep 2024 20:42:52 GMT
strict-transport-security
max-age=31536000; includeSubDomains
via
1.1 a811170f30183becd909b501e545e756.cloudfront.net (CloudFront)
x-amz-cf-pop
FRA56-P7
x-powered-by
Branch
x-cache
Miss from cloudfront
content-type
application/json; charset=utf-8
access-control-allow-origin
*
cache-control
no-cache
x-branch-request-id
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content-length
316
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XHR
General
Full URL
https://api2.branch.io/v1/pageview
Requested by
Host: cdn.branch.io
URL: https://cdn.branch.io/branch-latest.min.js
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
2600:9000:2491:7a00:11:f728:3040:93a1 , United States, ASN16509 (AMAZON-02, US),
Reverse DNS
Software
/ Branch
Resource Hash
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Security Headers
Name Value
Strict-Transport-Security max-age=31536000; includeSubDomains

Request headers

Referer
https://medium.com/@alfalahum/spam-mail-detection-machine-learning-with-python-419083b97925
User-Agent
Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/128.0.0.0 Safari/537.36
Content-Type
application/x-www-form-urlencoded

Response headers

date
Tue, 17 Sep 2024 20:42:52 GMT
strict-transport-security
max-age=31536000; includeSubDomains
via
1.1 a811170f30183becd909b501e545e756.cloudfront.net (CloudFront)
x-amz-cf-pop
FRA56-P7
x-powered-by
Branch
x-cache
Miss from cloudfront
content-type
application/json; charset=utf-8
access-control-allow-origin
*
content-length
28
x-amz-cf-id
S_RXvYkNMJkEJumdPgLo8Bpj9yZSCAlxKPmG9eQHvjmU2n32hNpcLg==
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XHR
General
Full URL
https://api2.branch.io/v1/pageview
Requested by
Host: cdn.branch.io
URL: https://cdn.branch.io/branch-latest.min.js
Protocol
H2
Security
TLS 1.3, , AES_128_GCM
Server
2600:9000:2491:7a00:11:f728:3040:93a1 , United States, ASN16509 (AMAZON-02, US),
Reverse DNS
Software
/ Branch
Resource Hash
a82dc28d43942326b346f92907df3bea5e38b2325ef97176f3b6234966bf19eb
Security Headers
Name Value
Strict-Transport-Security max-age=31536000; includeSubDomains

Request headers

Referer
https://medium.com/@alfalahum/spam-mail-detection-machine-learning-with-python-419083b97925
User-Agent
Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/128.0.0.0 Safari/537.36
Content-Type
application/x-www-form-urlencoded

Response headers

date
Tue, 17 Sep 2024 20:42:52 GMT
strict-transport-security
max-age=31536000; includeSubDomains
via
1.1 a811170f30183becd909b501e545e756.cloudfront.net (CloudFront)
x-amz-cf-pop
FRA56-P7
x-powered-by
Branch
x-cache
Miss from cloudfront
content-type
application/json; charset=utf-8
access-control-allow-origin
*
content-length
28
x-amz-cf-id
4bisuvpcWmy0wyP760d4A1e_xw3o4zWUjh-MAw11tGt9X6JkW7l7Og==
oh-noes
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0
Fetch
General
Full URL
https://medium.com/_/oh-noes
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Host: cdn-client.medium.com
URL: https://cdn-client.medium.com/lite/static/js/main.22d0adfe.js
Protocol
H3
Security
QUIC, , AES_128_GCM
Server
2606:4700:7::a29f:9804 , United States, ASN13335 (CLOUDFLARENET, US),
Reverse DNS
Software
cloudflare / Medium
Resource Hash
Security Headers
Name Value
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Strict-Transport-Security max-age=15552000; includeSubDomains; preload
X-Content-Type-Options nosniff
X-Frame-Options sameorigin
X-Xss-Protection 1; mode=block

Request headers

Referer
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x-xsrf-token
1
User-Agent
Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/128.0.0.0 Safari/537.36
content-type
application/json

Response headers

date
Tue, 17 Sep 2024 20:42:55 GMT
strict-transport-security
max-age=15552000; includeSubDomains; preload
x-content-type-options
nosniff
cf-cache-status
DYNAMIC
content-encoding
gzip
content-security-policy
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x-powered-by
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x-obvious-info
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x-envoy-upstream-service-time
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alt-svc
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x-xss-protection
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x-ua-compatible
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pragma
no-cache
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server
cloudflare
worker-missing-cookies
0
x-frame-options
sameorigin
content-type
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vary
Accept-Encoding
cache-control
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medium-fulfilled-by
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cf-ray
8c4becf179b2972a-FRA
link
<https://medium.com/humans.txt>; rel="humans"
expires
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batch
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276 B
Fetch
General
Full URL
https://medium.com/_/batch
Requested by
Host: cdn-client.medium.com
URL: https://cdn-client.medium.com/lite/static/js/main.22d0adfe.js
Protocol
H3
Security
QUIC, , AES_128_GCM
Server
2606:4700:7::a29f:9804 , United States, ASN13335 (CLOUDFLARENET, US),
Reverse DNS
Software
cloudflare /
Resource Hash
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Security Headers
Name Value
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Request headers

Referer
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x-xsrf-token
1
User-Agent
Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/128.0.0.0 Safari/537.36
content-type
application/json

Response headers

date
Tue, 17 Sep 2024 20:42:55 GMT
strict-transport-security
max-age=15552000; includeSubDomains; preload
x-content-type-options
nosniff
cf-cache-status
DYNAMIC
server
cloudflare
worker-missing-cookies
0
vary
Accept-Encoding
content-type
application/json
medium-fulfilled-by
edgy/8.8.0, valencia/main-20240916-092258-024bc266d5
x-envoy-upstream-service-time
50
cf-ray
8c4becf189b7972a-FRA
alt-svc
h3=":443"; ma=86400
content-length
17

Verdicts & Comments Add Verdict or Comment

33 JavaScript Global Variables

These are the non-standard "global" variables defined on the window object. These can be helpful in identifying possible client-side frameworks and code.

object| 0 object| 1 object| 2 string| __BUILD_ID__ string| __GRAPHQL_URI__ object| __PRELOADED_STATE__ object| __APOLLO_STATE__ object| __MIDDLEWARE_STATE__ object| webpackChunklite function| setImmediate function| clearImmediate object| DD_RUM function| main object| __APOLLO_CLIENT__ object| __cfBeacon function| onGoogleLibraryLoad function| gtag object| dataLayer object| branch object| ___grecaptcha_cfg object| grecaptcha string| __recaptcha_api boolean| __google_recaptcha_client object| google_tag_manager object| google_tag_data object| gaGlobal object| default_gsi object| _F_toggles object| google object| __G_ID_CLIENT__ object| closure_lm_670725 object| recaptcha object| closure_lm_273805

7 Cookies

Domain/Path Name / Value
.medium.com/ Name: uid
Value: lo_cb3950e8320e
.medium.com/ Name: _cfuvid
Value: doin3_VRFE4vw6yMdY40vhMZSVZz2dvev9CUZNPM4xM-1726605769664-0.0.1.1-604800000
.medium.com/ Name: sid
Value: 1:hYwXpc+zTI8dhekf3apfd5UPt1tbTOwZZqOp10eXPxXbEANmnbal4z9Jn8LKkZNV
.medium.com/ Name: cf_clearance
Value: vJMDY_kGju5nA7XIy9LmCFhAvPg.0OJ0oC8XUzMsCDY-1726605771-1.2.1.1-nJzHEXE4Cvw6uqwQ50ERRjIz1eyqMV6ClYtIZa37SOegPolAwqOuK02y24FD7MyvYGsaYfQJrbitzhbmbyj5A1op9Ohmd6EQxOUQlS5JDFvfT9fj70qKNSlvJd91Yz7uhMg7_gFyDSW5H7KQwR2EhJuC6HzzBUQXvbtqEcRDPqZZcAOKTCbIqi858kyBXfcJgXT8YgRg8lWaPmwq2O_nFbnWBAgOKXcT5lTUNkF5TlRFFf0N1sxGlJp73mVEdZV_QK8NAzUKVhaKnBss7TMOwIw3S8ARRnqyof56q4BOHEvkq_1MzCClOS7fsl.ghgIxV_Q_9YY7pynSQfmGraLUByd9OCvqx1YvAVTJ9pt71p_n9qiNm6yEzLkRfE8LozTU
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.medium.com/ Name: _ga
Value: GA1.1.151717824.1726605772
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Value: 4El2kJPmK4pVbJI%2BibAB6y4%2FwQ4ml9oyx9oVwQiiK2ZL1s5ddK5y%2Fqo3FriPNPVe

2 Console Messages

Source Level URL
Text
security warning URL: https://medium.com/@alfalahum/spam-mail-detection-machine-learning-with-python-419083b97925?utm_source=PythonPro+Newsletter&utm_medium=email&utm_campaign=20240917&utm_content=1101878820-39&oly_enc_id=6800A3427478H8A(Line 41)
Message:
document.domain mutation is ignored because the surrounding agent cluster is origin-keyed.
other error URL: https://medium.com/@alfalahum/spam-mail-detection-machine-learning-with-python-419083b97925
Message:
Provider's accounts list is empty.

Security Headers

This page lists any security headers set by the main page. If you want to understand what these mean and how to use them, head on over to this page

Header Value
Content-Security-Policy frame-ancestors 'self' https://medium.com
Strict-Transport-Security max-age=15552000; includeSubDomains; preload
X-Content-Type-Options nosniff

Indicators

This is a term in the security industry to describe indicators such as IPs, Domains, Hashes, etc. This does not imply that any of these indicate malicious activity.

accounts.google.com
api2.branch.io
app.link
cdn-client.medium.com
cdn.branch.io
glyph.medium.com
medium.com
miro.medium.com
packt.omeclk.com
region1.google-analytics.com
static.cloudflareinsights.com
www.google.com
www.googletagmanager.com
www.gstatic.com
108.138.26.87
2001:4860:4802:34::36
205.162.42.171
2600:9000:206f:400:19:9934:6a80:93a1
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