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Submitted URL:
https://towardsdatascience.com/python-for-finance-stock-portfolio-analyses-6da4c3e61054?gi=80e0f6ba9b7b
Effective URL:
https://towardsdatascience.com/python-for-finance-stock-portfolio-analyses-6da4c3e61054?gi=2baac8c05d5a
Submission: On November 23 via manual (November 23rd 2019, 9:21:43 pm UTC) from US

Summary HTTP 75 Redirects Links 42 Behaviour Indicators

Summary

This website contacted 12 IPs in 3 countries across 9 domains to perform 75 HTTP transactions. The main IP is 52.6.3.192, located in Ashburn, United States and belongs to AMAZON-AES - Amazon.com, Inc., 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
1 7	52.6.3.192 52.6.3.192	14618 (AMAZON-AES) (AMAZON-AES - Amazon.com)
1 1	2606:4700::68... 2606:4700::6810:7b7f	13335 (CLOUDFLAR...) (CLOUDFLARENET - Cloudflare)
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45	2606:4700::68... 2606:4700::6810:7591	13335 (CLOUDFLAR...) (CLOUDFLARENET - Cloudflare)
3	2a00:1450:400... 2a00:1450:4001:81c::200e	15169 (GOOGLE) (GOOGLE - Google LLC)
1	13.224.197.137 13.224.197.137	16509 (AMAZON-02) (AMAZON-02 - Amazon.com)
1	143.204.101.37 143.204.101.37	16509 (AMAZON-02) (AMAZON-02 - Amazon.com)
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75	12

7 52.6.3.192 (Ashburn, United States) 1 redirects

ASN14618 (AMAZON-AES - Amazon.com, Inc., US)
PTR: ec2-52-6-3-192.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 - Cloudflare, Inc., US)

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

1 2a02:26f0:6c00:18a::13b8 (Ascension Island)

ASN20940 (AKAMAI-ASN1, US)

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

45 2606:4700::6810:7591 (United States)

ASN13335 (CLOUDFLARENET - Cloudflare, Inc., 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

3 2a00:1450:4001:81c::200e (Frankfurt am Main, Germany)

ASN15169 (GOOGLE - Google LLC, US)

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

1 13.224.197.137 (Seattle, United States)

ASN16509 (AMAZON-02 - Amazon.com, Inc., US)
PTR: server-13-224-197-137.fra2.r.cloudfront.net

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

1 143.204.101.37 (Seattle, United States)

ASN16509 (AMAZON-02 - Amazon.com, Inc., US)
PTR: server-143-204-101-37.fra50.r.cloudfront.net

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

1 2600:9000:2156:2800:19:9934:6a80:93a1 (United States)

ASN16509 (AMAZON-02 - Amazon.com, Inc., US)

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

2 3.214.21.98 (Ashburn, United States)

ASN14618 (AMAZON-AES - Amazon.com, Inc., US)
PTR: ec2-3-214-21-98.compute-1.amazonaws.com

srv-2019-11-23-21.pixel.parsely.com	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

3 2600:9000:20eb:dc00:11:f728:3040:93a1 (United States)

ASN16509 (AMAZON-02 - Amazon.com, Inc., US)

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

2 52.206.176.177 (Ashburn, United States)

ASN14618 (AMAZON-AES - Amazon.com, Inc., US)
PTR: ec2-52-206-176-177.compute-1.amazonaws.com

errors.client.optimizely.com	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

10 54.164.26.255 (Ashburn, United States)

ASN14618 (AMAZON-AES - Amazon.com, Inc., US)
PTR: ec2-54-164-26-255.compute-1.amazonaws.com

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

	Apex Domain Subdomains	Transfer
46	medium.com 1 redirects medium.com glyph.medium.com miro.medium.com cdn-client.medium.com	1 MB
10	lightstep.com collector-medium.lightstep.com	2 KB
7	towardsdatascience.com 1 redirects towardsdatascience.com	71 KB
4	branch.io cdn.branch.io api2.branch.io	23 KB
3	google-analytics.com www.google-analytics.com	18 KB
3	optimizely.com cdn.optimizely.com errors.client.optimizely.com	81 KB
2	parsely.com srv-2019-11-23-21.pixel.parsely.com	765 B
1	app.link app.link	725 B
1	cloudfront.net d1z2jf7jlzjs58.cloudfront.net	17 KB
75	9

	Domain	Requested by
29	miro.medium.com	towardsdatascience.com
10	collector-medium.lightstep.com	cdn-client.medium.com
10	cdn-client.medium.com	towardsdatascience.com cdn-client.medium.com
7	towardsdatascience.com	1 redirects cdn-client.medium.com
6	glyph.medium.com	towardsdatascience.com
3	api2.branch.io	cdn-client.medium.com
3	www.google-analytics.com	towardsdatascience.com
2	errors.client.optimizely.com	cdn-client.medium.com
2	srv-2019-11-23-21.pixel.parsely.com	d1z2jf7jlzjs58.cloudfront.net
1	app.link	cdn.branch.io
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1	medium.com	1 redirects
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This site contains links to these domains. Also see Links.

Domain
medium.com
kdboller.github.io
en.wikipedia.org
docs.preqin.com
www.marketwatch.com
www.datacamp.com
github.com
nbviewer.jupyter.org
www.jstatsoft.org
twitter.com
help.medium.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 ECC Secure Server CA	`2018-11-24` - `2020-02-23`	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	`2019-11-05` - `2020-01-28`	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
appipv4.link Amazon	`2019-08-19` - `2020-09-19`	a year	crt.sh
*.pixel.parsely.com Let's Encrypt Authority X3	`2019-10-01` - `2019-12-30`	3 months	crt.sh
errors.client.optimizely.com DigiCert SHA2 High Assurance Server CA	`2018-09-24` - `2020-09-28`	2 years	crt.sh
*.lightstep.com Let's Encrypt Authority X3	`2019-09-24` - `2019-12-23`	3 months	crt.sh

This page contains 1 frames:

Primary Page: https://towardsdatascience.com/python-for-finance-stock-portfolio-analyses-6da4c3e61054?gi=2baac8c05d5a
Frame ID: 1105DCE2E71FA46EAE173FD3CF9B1483
Requests: 79 HTTP requests in this frame

Screenshot
Live screenshot

Full Image

Page URL History Show full URLs

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https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fpython-... HTTP 302
https://towardsdatascience.com/python-for-finance-stock-portfolio-analyses-6da4c3e61054?gi=2baac8c05d5a 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

Page Statistics

75
Requests

100 %
HTTPS

50 %
IPv6

9
Domains

14
Subdomains

12
IPs

3
Countries

1612 kB
Transfer

3521 kB
Size

11
Cookies

42 Outgoing links

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

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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: Get started

Search URL Search Domain Scan URL

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Title: Follow

Search URL Search Domain Scan URL

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Search URL Search Domain Scan URL

URL: https://medium.com/p/6da4c3e61054/share/facebook?source=post_actions_header---------------------------

Search URL Search Domain Scan URL

URL: https://medium.com/m/signin?operation=register&redirect=https%3A%2F%2Ftowardsdatascience.com%2Fpython-for-finance-stock-portfolio-analyses-6da4c3e61054&source=post_actions_header--------------------------bookmark_sidebar-

Search URL Search Domain Scan URL

URL: https://kdboller.github.io/2017/07/09/scaling-analytical-insights-with-python.html
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Search URL Search Domain Scan URL

URL: https://kdboller.github.io/2017/10/11/scaling-analytical-insights-with-python_part2.html
Title: here

Search URL Search Domain Scan URL

URL: https://en.wikipedia.org/wiki/Public_Market_Equivalent
Title: “Public Market Equivalent”

Search URL Search Domain Scan URL

URL: http://docs.preqin.com/reports/Preqin-Special-Report-PME-July-2015.pdf
Title: here.

Search URL Search Domain Scan URL

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Title: ~1 in 20 actively managed domestic funds beat index funds

Search URL Search Domain Scan URL

URL: https://www.datacamp.com/community/tutorials/finance-python-trading
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URL: https://github.com/kdboller/pythonsp500
Title: a repo for this post

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Search URL Search Domain Scan URL

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URL: http://www.jstatsoft.org/v40/i01/paper
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Search URL Search Domain Scan URL

URL: https://twitter.com/kevinboller
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Search URL Search Domain Scan URL

URL: https://kdboller.github.io/
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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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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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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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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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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

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

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Redirected requests

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75 HTTP transactions
4 data transactions

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

GET
H2

200

Primary Request python-for-finance-stock-portfolio-analyses-6da4c3e61054 Show response
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Redirect Chain

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414 KB
67 KB

2222ms
2221ms

Document
text/html

52.6.3.192
Amazon.com

General

Check archive.org

Show headers Download Go to

Full URL

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Server

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Response headers

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Response headers

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Response headers

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POST
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Protocol

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Server

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Reverse DNS

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Software

nginx / Medium

Resource Hash

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26 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.

11 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
console-api	log	URL: https://cdn-client.medium.com/lite/static/js/main.6045f352.chunk.js(Line 1) Message: -+++++= .+++++= .+@@@@@+ #@@@@: .@@@@@= @@@@@ @+@@@@- =#@@@@@ @ +@@@@: :% @@@@@ @ @@@@-%: @@@@@ @ @@@@- @@@@@ -@- #@@+ :@@@@@: -#@@@#- ## =@@@@@@@= ....... .........
console-api	log	URL: https://cdn-client.medium.com/lite/static/js/main.6045f352.chunk.js(Line 1) Message: We're hiring! https://medium.com/jobs-at-medium/work-at-medium-959d1a85284e

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.

api2.branch.io
app.link
cdn-client.medium.com
cdn.branch.io
cdn.optimizely.com
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glyph.medium.com
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miro.medium.com
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13.224.197.137
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towardsdatascience.com Open in urlscan Pro 52.6.3.192 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

75 Requests

100 %HTTPS

50 %IPv6

9 Domains

14 Subdomains

12 IPs

3 Countries

1612 kBTransfer

3521 kBSize

11 Cookies

42 Outgoing links

Page URL History

Redirected requests

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

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towardsdatascience.com Open in urlscan Pro
52.6.3.192 Public Scan

Screenshot
Live screenshot

Full Image

75
Requests

100 %
HTTPS

50 %
IPv6

9
Domains

14
Subdomains

12
IPs

3
Countries

1612 kB
Transfer

3521 kB
Size

11
Cookies

75 HTTP transactions
4 data transactions