SEO report of sobooks.com
News - Data Science Ecosystem
www.sobooks.com/
Error! The "meta description" is missing, the page has no summary description!
Tasks
- Select one version of your site as main and make a redirect from other versions to that one.
- Avoid using deprecated HTML tags.
SEO
URL
Domain : www.sobooks.com/
Character length : 16
Title
News - Data Science Ecosystem
Keywords (meta keywords)
Big,Data,Mining,Science,Visualization,Business,Intelligence
Error! Using “meta keywords” is meaningless in a while.
Error! Using “meta keywords” is meaningless in a while.
Open Graph Protocol
Error! The website does not use the OG (Open Graph) protocol.
Dublin Core
Dublin Core is not used
Underscores in the URLs
Error! Hyphen (-) is a better solution than underscore (_) in the URLs
Search engine friendly URLs
Good! The website uses SEO friendly URLs.
Checking the robots.txt file
The robots.txt file is missing!
Social
Social Engagement
No info found.
Content
Doctype
HTML 5
Encoding
Perfect! The character encoding is set: UTF-8.
Language
We have found the language localisation: ”en”.
Title
News - Data Science Ecosystem
Character length : 29
Good! The title’s length is between 10 and 70 characters.
Character length : 29
Good! The title’s length is between 10 and 70 characters.
Text / HTML ratio
Ratio : 49%
Good! The text / code ratio is between 25 and 70 percent.
Good! The text / code ratio is between 25 and 70 percent.
Headings
| H1 | H2 | H3 | H4 | H5 | H6 |
|---|---|---|---|---|---|
| 1 | 13 | 26 | 5 | 0 | 0 |
Heading structure in the source code
- <H4>
- <H1> Data Science Ecosystem
- <H2> Online knowledge of Data Science
- <H2> News Categories
- <H2> Welcome
- <H2> News by month 2017
- <H2> Search Data Science Ecosystem
- <H2> Latest News
- <H3> Welcome to sobook.com
- <H3> Welcome the data science ecosystem. What is data science?
- <H3> Data Science is
- <H3> An interdisciplinary field about processes and systems to extract knowledge or
- <H3> insights from data in various forms.
- <H4> Discuss from Quora
- <H4> Alex Castrounis What Is Data Science, and What Does a Data Scientist Do? In this article, Alex have the following viewpoints
- <H3> 8 Tactics to Combat Imbalanced Classes in Your Machine Learning Dataset
- <H2> Coming To Grips With Imbalanced Data
- <H2> Frustration!
- <H2> What is Imbalanced Data?
- <H3> Imbalance is Common
- <H3> Accuracy Paradox
- <H3> Put it All On Red!
- <H2> 8 Tactics To Combat Imbalanced Training Data
- <H3> 1) Can You Collect More Data?
- <H3> 2) Try Changing Your Performance Metric
- <H3> 3) Try Resampling Your Dataset
- <H4> Some Rules of Thumb
- <H3> 4) Try Generate Synthetic Samples
- <H3> 5) Try Different Algorithms
- <H3> 6) Try Penalized Models
- <H3> 7) Try a Different Perspective
- <H3> 8) Try Getting Creative
- <H2> Pick a Method and Take Action
- <H2> A Final Word, Start Small
- <H2> Want More? Further Reading…
- <H3> Books
- <H3> Papers
- <H4> About Jason Brownlee
- <H3> Automated Machine Learning — A Paradigm Shift That Accelerates Data Scientist Productivity @ Airbnb
- <H3> Enter Automated Machine Learning (AML)
- <H3> Automated Machine Learning Tools
- <H3> Case Study: Competitive Benchmarks With Customer Lifetime Value Models
- <H3> Conclusion
- <H3> Further Reading
- <H3> Which machine learning algorithm should I use?
Word cloud
- data64
- learning38
- machine32
- class30
- imbalanced29
- model26
- classification24
- accuracy22
- problem21
- dataset20
- aml18
- models18
- try17
- algorithms16
- algorithm15
- some14
- example14
- training13
- classes13
- problems13
- science13
- into12
- instances12
- post12
- very11
- time11
- automated10
- like10
- best10
- imbalance10
- different9
- look9
- datasets9
- often8
- set8
- using8
- following8
- might8
- all8
- give7
- techniques7
- take7
- detection7
- feature7
- tasks7
- smote7
- see7
- scientist7
- most7
- minority7
- results7
- measures6
- get6
- synthetic6
- method6
- diagnostics6
- advice6
- change6
- how6
- always6
Keyword matrix
| word | title | descriptions | heading |
|---|---|---|---|
| data | |||
| learning | |||
| machine | |||
| class | |||
| imbalanced | |||
| model |
Two Word cloud
- machine learning16
- you can12
- data science7
- there are7
- one class6
- data analysis5
Three Word cloud
- automated machine learning6
- machine learning comments3
- you can use3
- there are many2
- binary classification problem2
- synthetic minority over-sampling2
404 Page
The website has no standard 404 error page.
Flash content
Good! The website does not have any flash contents.
Frame
Good! The website does not use iFrame solutions.
Images
We found 3 images on this web page.
Alternate attributes for the following 1 images are missing. Search engines use "alt" tags to understand image content efficiently. We strongly recommend fixing this issue.
Alternate attributes for the following 1 images are missing. Search engines use "alt" tags to understand image content efficiently. We strongly recommend fixing this issue.
Readability
Flesch–Kincaid Grade Level
7.70
Flesch Reading Ease
57.80
Coleman Liau Index
12.00
Automated Readability Index (ARI)
6.70
Dale–Chall Readability
6.20
SMOG Index
11.00
Spache Readibility
5.00
Number of letters
20505
Number of words
4202
Number of sentences
412
Average words per sentences
10
Number of syllables
6889
Syllables in words
6944
Average syllables in words
1.64
Number of words in first three syllables
747
Percentage of word / syllables
17.78
Words not in Dale-Chall easy-word list
1519
Words not in Spache easy-word list
754
Technologies
Deprecated HTML elements
Good! No deprecated HTML tags are detected.
Redirection (www / not www)
Error! The web address is accessible with and without www!
Deprecated HTML elements
Good! No deprecated HTML tags are detected.
Printability
Suggestion! Unfortunately, no printer-friendly CSS found.
Meta Tag (viewport tag, mobile devices)
Error! The meta tag named viewport is missing.
Speed test
Server response time
The server response time is fast enough.
Table layout
Error! Avoid using nested tables!
Render blocking resources
Good! No render blocking elements found!
Speed test – Javascript
Javascript
Good! Just a few javascript files are detected on the website.
- http://www.sobooks.com/e107_web/js/bootstrap-notify/js/bootstrap-notify.js?1492437011
- http://www.sobooks.com/e107_web/js/rate/js/jquery.raty.js?1492437011
- http://www.sobooks.com/e107_web/js/core/front.jquery.js?1492437011
- http://www.sobooks.com/e107_web/js/core/all.jquery.js?1492437011
File size of all javascript files combined
0.00
Javascript minifying
Great! The Javascript files are minified.
Speed test – CSS
CSS
Error! Too many CSS files detected that slows down the page load.
- http://www.sobooks.com/e107_web/css/e107.css?1492437011
- http://www.sobooks.com/e107_web/js/bootstrap-notify/css/bootstrap-notify.css?1492437011
- http://www.sobooks.com/e107_web/js/core/all.jquery.css?1492437011
- http://www.sobooks.com/e107_plugins/social/css/fontello.css?1492437011
- http://www.sobooks.com/e107_plugins/social/css/social.css?1492437011
- http://www.sobooks.com/e107_plugins/featurebox/featurebox.css?1492437011
- http://www.sobooks.com/e107_themes/RideBlue2/css/style.css?1492437011
- http://www.sobooks.com/e107_themes/RideBlue2/style.css?1492437011
File size of all css files combined
0.00
CSS minifying
Great! The CSS elements are minified.
Speed test – Compression
Uncompressed size of the of the HTML
0.00
Gzip compression
Your site uses compression.
Speed test – Browser cache
Browser cache
The browser cache is set correctly for all elements.
Speed test – Images
File size of all images combined
0.00
Image optimisation
All images are optimized.
Links
We found a total of 107 different links.
Internal links: 60
External links: 47
Internal links: 60
External links: 47
External links:
Internal links:
Website security
IP
119.9.116.130
External hidden links
Good! No hidden external links found
Looking for eval()
Good! No eval(bas64_decode()) scripts are found
Checking for XSS vulnerability
No XSS vulnerability found
Email encryption
Good! We have not found any unencrypted email addresses.
Sites on same ip
Icons
Favicon
Good! The website uses favicon.
Typos
obooks.com, sqobooks.com, qobooks.com, swobooks.com, wobooks.com, seobooks.com, eobooks.com, szobooks.com, zobooks.com, sxobooks.com, xobooks.com, scobooks.com, cobooks.com, sbooks.com, soibooks.com, sibooks.com, sokbooks.com, skbooks.com, solbooks.com, slbooks.com, sobooks.com, sbooks.com, sopbooks.com, spbooks.com, so9books.com, s9books.com, so0books.com, s0books.com, soooks.com, sobvooks.com, sovooks.com, sobfooks.com, sofooks.com, sobgooks.com, sogooks.com, sobooks.com, soooks.com, sobhooks.com, sohooks.com, sobnooks.com, sonooks.com, sob ooks.com, so ooks.com, soboks.com, soboioks.com, sobioks.com, sobokoks.com, sobkoks.com, soboloks.com, sobloks.com, sobooks.com, soboks.com, sobopoks.com, sobpoks.com, sobo9oks.com, sob9oks.com, sobo0oks.com, sob0oks.com, soboks.com, sobooiks.com, soboiks.com, sobookks.com, sobokks.com, soboolks.com, sobolks.com, sobooks.com, soboks.com, soboopks.com, sobopks.com, soboo9ks.com, sobo9ks.com, soboo0ks.com, sobo0ks.com, soboos.com, sobookus.com, soboous.com, sobookjs.com, soboojs.com, sobookms.com, sobooms.com, sobookls.com, sobools.com, sobookos.com, sobooos.com, sobook.com, sobooksq.com, sobookq.com, sobooksw.com, sobookw.com, sobookse.com, sobooke.com, sobooksz.com, sobookz.com, sobooksx.com, sobookx.com, sobooksc.com, sobookc.com
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