SEO report of thefactmachine.com

The Fact Machine | A blog about machine learning and data ...

www.thefactmachine.com/

Error! The "meta description" is missing, the page has no summary description!

   

 Tasks

  • Avoid using deprecated HTML tags.
  • Try to make your site load faster.

 SEO

URL

Domain : www.thefactmachine.com/

Character length : 23

Title
The Fact Machine | A blog about machine learning and data visualisation
Keywords (meta keywords)
Good! The website does not use “meta keywords”.
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
Good! No underscore (_) found in the URLs.
Search engine friendly URLs
Good! The website uses SEO friendly URLs.
Checking the robots.txt file
There is robots.txt file.
https://thefactmachine.com/robots.txt
User-agentDisallowed for the search engines
*
  • /wp-admin/
  • /wp-includes/


 Social

Social Engagement

Linkedin2

Facebook Share0

Facebook Comments0

 Content

Doctype
HTML 5
Encoding
Perfect! The character encoding is set: UTF-8.
Language
We have found the language localisation: ”en”.
Title
The Fact Machine | A blog about machine learning and data visualisation

Character length : 71

Improve! The website address (title) should be between 10 and 70 characters in length.
Text / HTML ratio
Ratio : 11%

Error! The text / HTML code ratio is under 15 percent on this website. This value shows that the website has relatively few text content.
Headings
H1H2H3H4H5H6
0115000
Heading structure in the source code
  • <H2> A blog about machine learning and data visualisation
  • <H3> Menu
  • <H3> Ridge Regression
  • <H3> Logistic Regression
  • <H3> The Case for Data
  • <H3> Random Forests
  • <H3> CART Models
  • <H3> Thin Plate Splines
  • <H3> K Means Clustering
  • <H3> Cosine Similarity
  • <H3> Time Series Visualisation
  • <H3> Principle Components
  • <H3> 3D Histogram
  • <H3> Spatial Hexagons
  • <H3> RDFS and Inferencing
  • <H3> RDF Basics
Word cloud
  • data24
  • models9
  • used9
  • using9
  • thin6
  • plate6
  • splines6
  • random6
  • hexagons6
  • observations6
  • forests6
  • clustering6
  • rdf6
  • into6
  • technique6
  • predictive5
  • method5
  • dimensions5
  • results5
  • two5
  • regression5
  • cosine4
  • algorithms4
  • enables4
  • cart4
  • rdfs4
  • visualisation4
  • similarity4
  • groups3
  • number3
  • k-means3
  • inputs3
  • means3
  • unsupervised3
  • partitions3
  • pre-defined3
  • dimensional3
  • edge3
  • trends3
  • cutting3
  • provide3
  • methods3
  • detect3
  • prediction3
  • interpret3
  • sophisticated3
  • difficult3
  • interpolate3
  • help3
  • similar3
  • ensemble3
  • advantages3
  • tessellation3
  • compared3
  • squares3
  • machine3
  • regular3
  • binned3
  • sets3
  • spatial3
Keyword matrix
wordtitledescriptionsheading
data
models
used
using
thin
plate
Two Word cloud
  • plate splines5
  • clustering k-means3
  • k-means clustering3
  • random forests3
  • are displayed3
  • these are3
Three Word cloud
  • means clustering k-means3
  • dimensions using autodesk3
  • partitions data into3
  • thin plate splines3
  • this may help3
  • temperature observations are3
404 Page
The website has a 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 33 images on this web page.

Alternate attributes for the following 15 images are missing. Search engines use "alt" tags to understand image content efficiently. We strongly recommend fixing this issue.

 Readability

Flesch–Kincaid Grade Level
7.00
Flesch Reading Ease
56.60
Coleman Liau Index
10.10
Automated Readability Index (ARI)
2.60
Dale–Chall Readability
10.00
SMOG Index
9.50
Spache Readibility
5.00
Number of letters
11576
Number of words
2623
Number of sentences
399
Average words per sentences
7
Number of syllables
4452
Syllables in words
4055
Average syllables in words
1.70
Number of words in first three syllables
480
Percentage of word / syllables
18.30
Words not in Dale-Chall easy-word list
1671
Words not in Spache easy-word list
209

 Technologies

Mobile optimization
This website is optimal for mobile devices!
Deprecated HTML elements
Good! No deprecated HTML tags are detected.
Redirection (www / not www)
Good! The web address is accessible only in one version. The version without www is redirected to the version with 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.
Loading time
7,099 ms
Table layout
Good! No nested tables found.
Render blocking resources
Good! No render blocking elements found!

 Speed test – Javascript

Javascript
Error! Too many javascript files found which slows down the page load on the website.
  • http://www.thefactmachine.com/wp-includes/js/jquery/jquery.js?ver=1.10.2
  • http://www.thefactmachine.com/wp-includes/js/jquery/jquery-migrate.min.js?ver=1.2.1
  • http://www.thefactmachine.com/wp-content/plugins/wp-quicklatex/js/wp-quicklatex-frontend.js?ver=1.0
  • http://www.thefactmachine.com/wp-includes/js/hoverIntent.min.js?ver=r7
  • http://www.thefactmachine.com/wp-content/plugins/ubermenu/core/js/ubermenu.min.js?ver=3.8.20
  • http://www.thefactmachine.com/wp-content/plugins/bbpress/templates/default/js/editor.js?ver=2.5.4-5380
  • http://www.thefactmachine.com/wp-content/themes/twentytwelve/js/navigation.js?ver=1.0
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.thefactmachine.com/wp-content/plugins/wp-quicklatex/css/quicklatex-format.css?ver=3.8.20
  • http://www.thefactmachine.com/wp-content/plugins/addthis/css/output.css?ver=3.8.20
  • http://www.thefactmachine.com/wp-content/plugins/bbpress/templates/default/css/bbpress.css?ver=2.5.4-5380
  • http://www.thefactmachine.com/wp-content/plugins/contact-form-plugin/css/style.css?ver=3.8.20
  • http://www.thefactmachine.com/wp-content/plugins/ubermenu/standard/styles/basic.css?ver=2.4.0.3
  • http://www.thefactmachine.com/wp-content/themes/markspace/style.css?ver=3.8.20
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.

 Traffic

Alexa
5014532

 Links

We found a total of 33 different links.
Internal links: 32
External links: 1

External links:

Link text (anchor) Link strength
Canberra, Australia

Internal links:

Link text (anchor) Link strength
http://www.thefactmachine.com
Skip to content
Home
Spatial HexagonsHexagons allow bivariate data to be binned as a regular tessellation. This has advantages compared to tessellating with squares.
Time Series VisualisationUsing R graphics, two different techniques are used to visualise daily data over a three year period.
3D Histogram55,000 temperature observations are aggregated into 13,000 bins. These are displayed in 3 dimensions using Autodesk Maya.
Principle ComponentsPCA is a linear algebra technique that summarises data sets. The results can be used as inputs to predictive models.
K Means ClusteringK-means clustering is an unsupervised technique that partitions data into a pre-defined number of groups of similar observations.
Thin Plate SplinesThin plate splines are a non-parametric method used to interpolate data in two dimensions. This may help detect trends.
Random ForestsSophisticated ensemble methods such as Random Forests provide cutting edge prediction models but they can be difficult to interpret.
CART ModelsCART algorithms do not have the same predictive accuracy as other algorithms. However, their results are easily interpretable.
Thin Plate SplinesThin plate splines are a non-parametric method used to interpolate two dimensional data. This may help detect trends.
K Means ClusteringK-Means clustering is an unsupervised technique that partitions data into a pre-defined number of groups of similar observations.
Cosine SimilarityCosine similarity enables the comparison of high dimensional vectors to be efficiently calculated with a few lines of code.
RDFS and InferencingRDFS is a simple extension of RDF which allows simple-but-powerful inferences to be automatically generated from the data.
RDF BasicsRDF enables graphical data structures to be encoded using XML. These can be queried using a technology called SPARQL.
The Case for DataThere is no shortage of data, storage or computing power — the only limiting item is the ability of the analyst.
About
Ridge Regression Ridge regression is a method used to produce simpler but more accurate regression models. It is also known as ‘regularisation’ .
Logistic Regression Logistic regression is a popular method to predict binary variables such the presence or absence of disease.
The Case for Data There is no shortage of data, storage or computing power — the only limiting item is the ability of the analyst.
Random Forests Sophisticated ensemble methods such as Random Forests provide cutting edge prediction models but they can be difficult to interpret.
CART Models CART algorithms do not have the same predictive accuracy as other algorithms. However, their results are easily interpretable.
Thin Plate Splines Thin plate splines are a non parametric method used to interpolate data in two dimensions. This may help detect trends.
K Means Clustering K-Means clustering is an unsupervised technique that partitions data into a pre-defined number of groups of similar observations.
Cosine Similarity Cosine similarity enables the comparison of high dimensional vectors to be efficiently calculated with a few lines of code.
Time Series Visualisation Using R graphics, two different techniques are used to visualise daily data over a three year period.
Principle Components PCA is a linear algebra technique that summarises data sets. The results can be used as inputs to predictive models.
3D Histogram 55,000 temperature observations are aggregated into 13,000 bins. These are displayed in 3 dimensions using Autodesk Maya.
Spatial Hexagons Hexagons allow bivariate data to be binned as a regular tessellation. This has advantages compared to tessellating with squares.
RDFS and Inferencing RDFS is a simple extension of RDF which allows simple-but-powerful inferences to be automatically generated from the data.
RDF Basics RDF enables graphical data structures to be encoded using XML. These can be queried using a technology called SPARQL.

 Website security

IP
117.55.227.86
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.

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 Icons

Favicon
Good! The website uses favicon.

 Order of Heading elements on mobile by position

  • H2 : A blog about machine learning and data visualisation, ( 39px from top )
  • H3 : Menu, ( 44px from top )
  • H3 : Ridge Regression , ( 169px from top )
  • H3 : Logistic Regression , ( 169px from top )
  • H3 : The Case for Data , ( 169px from top )
  • H3 : Random Forests , ( 501px from top )
  • H3 : CART Models , ( 501px from top )
  • H3 : Thin Plate Splines , ( 501px from top )
  • H3 : K Means Clustering , ( 829px from top )
  • H3 : Cosine Similarity , ( 829px from top )
  • H3 : Time Series Visualisation , ( 829px from top )
  • H3 : Principle Components , ( 1157px from top )
  • H3 : 3D Histogram , ( 1157px from top )
  • H3 : Spatial Hexagons , ( 1157px from top )

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