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Submitted URL:
https://towardsdatascience.com/understanding-decision-trees-for-classification-python-9663d683c952?gi=b8a865abc013
Effective URL:
https://towardsdatascience.com/understanding-decision-trees-for-classification-python-9663d683c952?gi=1fbc95df71d8
Submission: On May 11 via manual (May 11th 2020, 9:53:04 am UTC) from SG

Summary HTTP 87 Redirects Links 44 Behaviour Indicators

Summary

This website contacted 14 IPs in 4 countries across 10 domains to perform 87 HTTP transactions. The main IP is 52.4.225.124, located in Ashburn, United States and belongs to AMAZON-AES, US. The main domain is towardsdatascience.com.
TLS certificate: Issued by Sectigo RSA Domain Validation Secure ... on September 10th 2019. Valid for: a year.

This is the only time towardsdatascience.com was scanned on urlscan.io!

urlscan.io Verdict: No classification

Domain & IP information

	IP Address	AS Autonomous System
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2	2a00:1450:400... 2a00:1450:4001:817::200e	15169 (GOOGLE) (GOOGLE)
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1	54.230.183.53 54.230.183.53	16509 (AMAZON-02) (AMAZON-02)
1	23.45.99.37 23.45.99.37	20940 (AKAMAI-ASN1) (AKAMAI-ASN1)
1	52.3.43.18 52.3.43.18	14618 (AMAZON-AES) (AMAZON-AES)
1	2600:9000:20e... 2600:9000:20eb:6000:19:9934:6a80:93a1	16509 (AMAZON-02) (AMAZON-02)
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1	3.213.63.216 3.213.63.216	14618 (AMAZON-AES) (AMAZON-AES)
87	14

8 52.4.225.124 (Ashburn, United States) 1 redirects

ASN14618 (AMAZON-AES, US)
PTR: ec2-52-4-225-124.compute-1.amazonaws.com

towardsdatascience.com	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

1 2606:4700::6810:7b7f (United States) 1 redirects

ASN13335 (CLOUDFLARENET, US)

medium.com	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

1 2a02:26f0:6c00:183::13b8 (Ascension Island)

ASN20940 (AKAMAI-ASN1, EU)

cdn.optimizely.com	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

62 2606:4700::6810:7691 (United States)

ASN13335 (CLOUDFLARENET, US)

glyph.medium.com	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools
miro.medium.com	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools
cdn-client.medium.com	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

2 2a00:1450:4001:817::200e (Frankfurt am Main, Germany)

ASN15169 (GOOGLE, US)

www.google-analytics.com	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

1 52.84.50.29 (Seattle, United States)

ASN16509 (AMAZON-02, US)
PTR: server-52-84-50-29.ham50.r.cloudfront.net

d1z2jf7jlzjs58.cloudfront.net	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

1 54.230.183.53 (Seattle, United States)

ASN16509 (AMAZON-02, US)
PTR: server-54-230-183-53.ham50.r.cloudfront.net

cdn.branch.io	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

1 23.45.99.37 (Netherlands)

ASN20940 (AKAMAI-ASN1, EU)
PTR: a23-45-99-37.deploy.static.akamaitechnologies.com

a16180790160.cdn.optimizely.com	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

1 52.3.43.18 (Ashburn, United States)

ASN14618 (AMAZON-AES, US)
PTR: ec2-52-3-43-18.compute-1.amazonaws.com

srv-2020-05-11-09.pixel.parsely.com	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

1 2600:9000:20eb:6000:19:9934:6a80:93a1 (United States)

ASN16509 (AMAZON-02, US)

app.link	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

1 2600:1f18:24e6:b901:ca34:ae75:ee6f:beb9 (Ashburn, United States)

ASN14618 (AMAZON-AES, US)

browser-http-intake.logs.datadoghq.com	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

3 2600:9000:2156:2600:11:f728:3040:93a1 (United States)

ASN16509 (AMAZON-02, US)

api2.branch.io	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

5 3.209.30.217 (Ashburn, United States)

ASN14618 (AMAZON-AES, US)
PTR: ec2-3-209-30-217.compute-1.amazonaws.com

collector-medium.lightstep.com	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

1 3.213.63.216 (Ashburn, United States)

ASN14618 (AMAZON-AES, US)
PTR: ec2-3-213-63-216.compute-1.amazonaws.com

logx.optimizely.com	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

	Apex Domain Subdomains	Transfer
63	medium.com 1 redirects medium.com glyph.medium.com miro.medium.com cdn-client.medium.com	4 MB
8	towardsdatascience.com 1 redirects towardsdatascience.com	48 KB
5	lightstep.com collector-medium.lightstep.com	1 KB
4	branch.io cdn.branch.io api2.branch.io	24 KB
3	optimizely.com cdn.optimizely.com a16180790160.cdn.optimizely.com logx.optimizely.com	94 KB
2	google-analytics.com www.google-analytics.com	18 KB
1	datadoghq.com browser-http-intake.logs.datadoghq.com	93 B
1	app.link app.link	730 B
1	parsely.com srv-2020-05-11-09.pixel.parsely.com	229 B
1	cloudfront.net d1z2jf7jlzjs58.cloudfront.net	19 KB
87	10

	Domain	Requested by
46	miro.medium.com	towardsdatascience.com
11	cdn-client.medium.com	towardsdatascience.com
8	towardsdatascience.com	1 redirects cdn-client.medium.com
5	collector-medium.lightstep.com	cdn-client.medium.com
5	glyph.medium.com	towardsdatascience.com
3	api2.branch.io	cdn-client.medium.com
2	www.google-analytics.com	towardsdatascience.com
1	logx.optimizely.com	cdn-client.medium.com
1	browser-http-intake.logs.datadoghq.com	cdn-client.medium.com
1	app.link	cdn.branch.io
1	srv-2020-05-11-09.pixel.parsely.com	towardsdatascience.com
1	a16180790160.cdn.optimizely.com	cdn.optimizely.com
1	cdn.branch.io	towardsdatascience.com
1	d1z2jf7jlzjs58.cloudfront.net	cdn-client.medium.com
1	cdn.optimizely.com	towardsdatascience.com
1	medium.com	1 redirects
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This site contains links to these domains. Also see Links.

Domain
medium.com
rsci.app.link
github.com
www.unine.ch
datascience.stackexchange.com
twitter.com
scikit-learn.org
www.linkedin.com
help.medium.com
itunes.apple.com
play.google.com

Subject Issuer	Validity	Valid
towardsdatascience.com Sectigo RSA Domain Validation Secure Server CA	`2019-09-10` - `2020-09-09`	a year	crt.sh
cdn.optimizely.com DigiCert SHA2 Secure Server CA	`2020-01-20` - `2021-03-20`	a year	crt.sh
*.medium.com DigiCert SHA2 Secure Server CA	`2018-07-31` - `2020-09-09`	2 years	crt.sh
*.google-analytics.com GTS CA 1O1	`2020-04-15` - `2020-07-08`	3 months	crt.sh
*.cloudfront.net DigiCert Global CA G2	`2019-07-17` - `2020-07-05`	a year	crt.sh
*.branch.io DigiCert SHA2 Secure Server CA	`2018-12-05` - `2020-12-08`	2 years	crt.sh
*.cdn.optimizely.com GeoTrust RSA CA 2018	`2020-03-05` - `2021-06-04`	a year	crt.sh
*.pixel.parsely.com Let's Encrypt Authority X3	`2020-04-01` - `2020-06-30`	3 months	crt.sh
appipv4.link Amazon	`2019-08-19` - `2020-09-19`	a year	crt.sh
*.logs.datadoghq.com COMODO RSA Domain Validation Secure Server CA	`2018-08-30` - `2020-08-29`	2 years	crt.sh
*.lightstep.com Let's Encrypt Authority X3	`2020-04-27` - `2020-07-26`	3 months	crt.sh
logx.optimizely.com DigiCert SHA2 High Assurance Server CA	`2018-10-01` - `2020-10-05`	2 years	crt.sh

This page contains 2 frames:

Primary Page: https://towardsdatascience.com/understanding-decision-trees-for-classification-python-9663d683c952?gi=1fbc95df71d8
Frame ID: C15D458344273DC7F7AB4DF42BA32564
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https://towardsdatascience.com/understanding-decision-trees-for-classification-python-9663d683c952?gi=b8a86... HTTP 302
https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Funderst... HTTP 302
https://towardsdatascience.com/understanding-decision-trees-for-classification-python-9663d683c952?gi=1fbc9... Page URL

Detected technologies

Nginx (Web Servers) Expand

Overall confidence: 100%
Detected patterns

headers server /nginx(?:\/([\d.]+))?/i

Google Analytics (Analytics) Expand

Overall confidence: 100%
Detected patterns

script /google-analytics\.com\/(?:ga|urchin|analytics)\.js/i

Optimizely (Analytics) Expand

Overall confidence: 100%
Detected patterns

script /optimizely\.com.*\.js/i

Page Statistics

87
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100 %
HTTPS

50 %
IPv6

10
Domains

16
Subdomains

14
IPs

4
Countries

4424 kB
Transfer

6355 kB
Size

5
Cookies

44 Outgoing links

These are links going to different origins than the main page.

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Title: create a free Medium account.

Search URL Search Domain Scan URL

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Search URL Search Domain Scan URL

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Title: Sign in

Search URL Search Domain Scan URL

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Title: Open in app

Search URL Search Domain Scan URL

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Title: Get started

Search URL Search Domain Scan URL

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Search URL Search Domain Scan URL

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Search URL Search Domain Scan URL

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URL: https://github.com/mGalarnyk/Python_Tutorials/blob/master/Statistics/boxplot/box_plot.ipynb
Title: github

Search URL Search Domain Scan URL

URL: https://github.com/mGalarnyk/Python_Tutorials/blob/master/Sklearn/CART/Dt_Classification/ClassificationTreeAnatomy.ipynb
Title: anatomy

Search URL Search Domain Scan URL

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Search URL Search Domain Scan URL

URL: https://www.unine.ch/files/live/sites/imi/files/shared/documents/papers/Gini_index_fulltext.pdf
Title: usually yield similar results

Search URL Search Domain Scan URL

URL: https://datascience.stackexchange.com/questions/10228/gini-impurity-vs-entropy
Title: Data Science StackExchange

Search URL Search Domain Scan URL

URL: https://twitter.com/rasbt
Title: Sebastian Raschka

Search URL Search Domain Scan URL

URL: http://scikit-learn.org/stable/modules/tree.html#tree-algorithms-id3-c4-5-c5-0-and-cart
Title: optimized version of the CART algorithm

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Search URL Search Domain Scan URL

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Search URL Search Domain Scan URL

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Title: See responses (3)

Search URL Search Domain Scan URL

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Search URL Search Domain Scan URL

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Title: Make Medium yours

Search URL Search Domain Scan URL

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Search URL Search Domain Scan URL

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Search URL Search Domain Scan URL

Page URL History

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Redirected requests

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87 HTTP transactions
4 data transactions

Method
Protocol Status Resource
Path Size
x-fer Time
Latency Type
MIME-Type IP
Location

GET
H2

200

Primary Request understanding-decision-trees-for-classification-python-9663d683c952 Show response
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Redirect Chain

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267 KB
47 KB

749ms
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Document
text/html

52.4.225.124
AMAZON-AES

General

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Show headers Download Go to

Full URL

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Protocol

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TLS 1.2, ECDHE_RSA, AES_256_GCM

Server

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Software

nginx /

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27 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.

5 Cookies

Cookies are little pieces of information stored in the browser of a user. Whenever a user visits the site again, he will also send his cookie values, thus allowing the website to re-identify him even if he changed locations. This is how permanent logins work.

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2 Console Messages

A page may trigger messages to the console to be logged. These are often error messages about being unable to load a resource or execute a piece of JavaScript. Sometimes they also provide insight into the technology behind a website.

Source	Level	URL Text
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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
X-Frame-Options	allow-from medium.com

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.

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towardsdatascience.com Open in urlscan Pro 52.4.225.124 Public Scan

Summary

urlscan.io Verdict: No classification

Domain & IP information

Screenshot Live screenshot Full Image

Page URL History Show full URLs

Detected technologies

Page Statistics

87 Requests

100 %HTTPS

50 %IPv6

10 Domains

16 Subdomains

14 IPs

4 Countries

4424 kBTransfer

6355 kBSize

5 Cookies

44 Outgoing links

Page URL History

Redirected requests

87 HTTP transactions Everything HTML Script AJAX CSS Image Expand all 4 data transactions

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towardsdatascience.com Open in urlscan Pro
52.4.225.124 Public Scan

Screenshot
Live screenshot

Full Image

87
Requests

100 %
HTTPS

50 %
IPv6

10
Domains

16
Subdomains

14
IPs

4
Countries

4424 kB
Transfer

6355 kB
Size

5
Cookies

87 HTTP transactions
4 data transactions