thefactmachine.com

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-agent	Disallowed 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

H1	H2	H3	H4	H5	H6
0	1	15	0	0	0

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

word	title	descriptions	heading
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

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

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 )

Typos

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SEO report of thefactmachine.com

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

Tasks

SEO

Social

Content

Readability

Technologies

Speed test

Speed test – Javascript

Speed test – CSS

Speed test – Compression

Speed test – Browser cache

Speed test – Images

Traffic

Links

External links:

Internal links:

Website security

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