Recipes.tidymodels.org - SEO Checker

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Overview of the SEO Check
Meta information
65% 
Page quality
69% 
Page structure
74% 
Link structure
85% 
Server
100% 
External factors
100% 
SEO Score
Response time
0.23 s
File size
16.60 kB
Words
324
Media files
8
Number of links
22 internal / 37 external

Task list of SEO Improvements

Meta specifications

Title
(Critically important)
Preprocessing and Feature Engineering Steps for Modeling • recipes
The page title should be shorter than 580 pixels. It is 614 pixels long. Optimize title
There are no duplicate words in the title
Meta description
(Critically important)
A recipe prepares your data for modeling. We provide an extensible framework for pipeable sequences of feature engineering steps provides preprocessing tools to be applied to data. Statistical parameters for the steps can be estimated from an initial data set and then applied to other data sets. The resulting processed output can then be used as inputs for statistical or machine learning models.
The meta description is too long: 2438 pixels from max. 1000 pixels. Optimize description
Crawlability
(Critically important)
There are no problems in accessing the website.
Canonical URL
(Important)
No canonical link is specified.
Language
(Somewhat important)
Language detected in text: en
Language defined in HTML: en
Server location: United States of America
The following language is defined by HTML: en
Alternate/Hreflang Links
(Somewhat important)
There are no alternate links specified on this page.
Other meta tags
(Somewhat important)
There is no rel next meta tag on this page.
There is no rel prev meta tag on this page.
Domain
(Somewhat important)
This page is hosted on a subdomain. Use a top level domain for better SEO results.
The domain does not contain non-latin characters.
Page URL
(Somewhat important)
No parameters were found in the URL.
No session ID was found in the URL.
The URL does not have too many subdirectories.
Charset encoding
(Somewhat important)
The charset encoding (UTF-8) is set correctly.
Doctype
(Nice to have)
The doctype HTML 5 is set correctly.
The doctype is placed at first in the HTML code.
Favicon
(Nice to have)
The favicon is linked correctly.

Meta tags

NameValue
viewportwidth=device-width, initial-scale=1, shrink-to-fit=no
descriptionA recipe prepares your data for modeling. We provide an extensible framework for pipeable sequences of feature engineering steps provides preprocessing tools to be applied to data. Statistical parameters for the steps can be estimated from an initial data set and then applied to other data sets. The resulting processed output can then be used as inputs for statistical or machine learning models.
langen
og:titlePreprocessing and Feature Engineering Steps for Modeling
og:descriptionA recipe prepares your data for modeling. We provide an extensible framework for pipeable sequences of feature engineering steps provides preprocessing tools to be applied to data. Statistical parameters for the steps can be estimated from an initial data set and then applied to other data sets. The resulting processed output can then be used as inputs for statistical or machine learning models.
og:imagehttps://recipes.tidymodels.org/logo.png
Content-Typetext/html; charset=UTF-8
X-UA-CompatibleIE=edge
charsetutf-8

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Page quality

Content
(Critically important)
There are only 324 words on this page. Good pages should have about 800 words of useful content.
30.9% of the text are stop words.
Keywords used in the page title are also used in the page content. That's good!
The page contains a listing, which indicates a good text layout.
4 paragraphs were found on this page.
No placeholders texts or images were found.
There are no duplicates on the site.
The average number of words per sentence of 16.25 words is good.
Frames
(Critically important)
This page does not use a frameset.
Mobile optimization
(Somewhat important)
Multiple viewport tags are given. There should only be one.
A viewport "width=device-width, initial-scale=1, shrink-to-fit=no" is provided.
At least one Apple touch icon is specified.
Bold and strong tags
(Somewhat important)
The usage of strong and bold tags is perfect. We recommend the use of up to 6 tags for this page.
Image SEO
(Somewhat important)
1 images have no alt attribute. The content of alt attributes is used by search engines.
Social Networks
(Nice to have)
There are only a few social sharing widgets on the page. Make your website popular in social networks with social sharing widgets.
Additional markup
(Nice to have)
No additional page markup was found.
HTTPS
(Somewhat important)
This website uses HTTPS to protect privacy and integrity of the exchanged data.
All included files are also transferred via HTTPS.

Media list

URLAlt attributeTitle
https://recipes.tidymodels.org/logo.pngNo alt attribute provided
.../recipes/workflows/R-CMD-check/badge.svgR-CMD-check
...dels/recipes/branch/main/graph/badge.svgCodecov test coverage
...r-pkg.org/badges/version/recipesCRAN_Status_Badge
https://cranlogs.r-pkg.org/badges/recipesDownloads
...o/badge/lifecycle-stable-brightgreen.svglifecycle
https://www.tidyverse.org/posit-logo.svgPosit
https://www.tidyverse.org/posit-logo.svgPosit

Page structure

H1 heading
(Critically important)
recipes
The H1 heading consists of only one word. There should be more information given.
The H1 heading is too short (7 characters). It should be at least 20 Characters long.
Headings
(Important)
The heading structure is perfect.

Heading structure

Heading levelContent
H1 recipes
H2 Introduction
H2 Installation
H2 Contributing
H2 Links
H2 License
H2 Community
H2 Citation
H2 Developers
The number of internal links is ok.
Every linktext is unique.
None of the anchor texts is too long.
All internal links are not using dynamic parameters.
There are too many external links (37) on this page.

Found links on this page

LinkAttributesAnchor text
https://recipes.tidymodels.org/Anchor Skip to content
/index.htmlrecipes
/articles/recipes.htmlGet started
/reference/index.htmlReference
/articles/Dummies.htmlHandling categorical predictors
/articles/Selecting_Variables....Selecting variables
/articles/Roles.htmlRoles in recipes
/articles/Skipping.htmlOn skipping steps
/articles/index.htmlMore articles...
https://www.tidymodels.org/lea...External Subdomain Subsampling for class imbalance
https://www.tidymodels.org/lea...External Subdomain Multivariate analysis using partial least squares
https://www.tidymodels.org/lea...External Subdomain Build your own custom recipe step
/news/index.htmlChangelog
https://github.com/tidymodels/...External No Text
https://recipes.tidymodels.org/Anchor No Text
https://github.com/tidymodels/...External IMG-ALT R-CMD-check
https://app.codecov.io/gh/tidy...External Subdomain IMG-ALT Codecov test coverage
https://cran.r-project.org/pac...External Subdomain IMG-ALT CRAN_Status_Badge
https://cran.r-project.org/pac...External Subdomain IMG-ALT Downloads
https://lifecycle.r-lib.org/ar...External Subdomain IMG-ALT lifecycle
https://recipes.tidymodels.org/Anchor No Text
https://dplyr.tidyverse.org/External Subdomain dplyr
https://rdrr.io/r/base/library...External library
https://github.com/tidymodels/...External Text duplicate recipes
https://rdrr.io/r/utils/data.htmlExternal data
/reference/recipe.htmlrecipe
https://magrittr.tidyverse.org...External Subdomain %>%
/reference/step_normalize.htmlstep_normalize
/reference/has_role.htmlall_numeric_predictors
https://www.tidymodels.org/sta...External Subdomain Get Started
https://www.tidymodels.org/External Subdomain tidymodels.org
https://rviews.rstudio.com/201...External Subdomain formulas
https://rviews.rstudio.com/201...External Subdomain limitations to what the existing infrastructure can do
https://recipes.tidymodels.org/Anchor No Text
https://rdrr.io/r/utils/instal...External install.packages
https://rdrr.io/r/utils/instal...External Text duplicate install.packages
https://pak.r-lib.org/referenc...External Subdomain pak
https://recipes.tidymodels.org/Anchor No Text
https://forum.posit.co/c/ml/15External Subdomain post on RStudio Community
https://github.com/tidymodels/...External submit an issue
https://reprex.tidyverse.org/a...External Subdomain reprex
https://www.tidymodels.org/con...External Subdomain contributing guidelines for tidymodels packages
https://www.tidymodels.org/help/External Subdomain how to get help
https://cloud.r-project.org/pa...External Subdomain View on CRAN
https://github.com/tidymodels/...External Browse source code
https://github.com/tidymodels/...External Report a bug
/LICENSE.htmlFull license
https://opensource.org/license...External MIT
/LICENSE-text.htmlLICENSE
/CONTRIBUTING.htmlContributing guide
/CODE_OF_CONDUCT.htmlCode of conduct
/authors.htmlCiting recipes
https://github.com/topepoExternal Max Kuhn
https://hadley.nz/External Hadley Wickham
https://www.posit.co/External Subdomain IMG-ALT Posit
https://github.com/topepoExternal Text duplicate Max Kuhn
https://hadley.nz/External Text duplicate Hadley Wickham
https://www.posit.co/External Subdomain Text duplicate IMG-ALT Posit
https://pkgdown.r-lib.org/External Subdomain pkgdown

Server configuration

HTTP redirects
(Critically important)
This page redirects to "https://recipes.tidymodels.org/"
HTTP header
(Important)
No X-Powered HTTP header is sent.
This page uses GZip for compressed data transmission.
Performance
(Somewhat important)
The page response time is excellent with 0.23 seconds.
The file size of the HTML document is fine (17 kB).

HTTP Response Header

NameValue
serverGitHub.com
content-typetext/html; charset=utf-8
last-modifiedTue, 17 Sep 2024 17:32:48 GMT
access-control-allow-origin*
etagW/"66e9bd40-427b"
expiresTue, 17 Sep 2024 19:18:01 GMT
cache-controlmax-age=600
content-encodinggzip
x-proxy-cacheMISS
x-github-request-id8B7C:312D78:186C092:18D66C3:66E9D390
accept-rangesbytes
age0
dateTue, 17 Sep 2024 22:19:09 GMT
via1.1 varnish
x-served-bycache-fra-eddf8230102-FRA
x-cacheHIT
x-cache-hits0
x-timerS1726611549.352906,VS0,VE97
varyAccept-Encoding
x-fastly-request-id485b6bca76932e10b87e5d80b63c6a35cf031000
content-length4983
statuscode200
http_versionHTTP/2

External factors

This website has excellent links from other websites.
This page has backlinks from 180 referring domains.
This page has 1,619 backlinks.
This page has backlinks from 137 different ip addresses.

Links from Wikipedia

No links from Wikipedia were found.

Robots.txt

No valid Robots.txt file was found.

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recipes.tidymodels.org
Preprocessing and Feature Engineering Steps for Modeling • recipes
A recipe prepares your data for modeling. We provide an extensible framework for pipeable sequences of feature engineering steps provides preprocessing tools to be applied to data. Statistical parameters for the steps can be estimated from an initial data set and then applied to other data sets. The resulting processed output can then be used as inputs for statistical or machine learning models.

Most important keywords

Following keywords were found. You can check the keyword optimization of this page for each keyword.

KeywordResultRecheck
recipes74%Check
Modeling recipes64%Check
feature58%Check
engineering58%Check
preprocessing58%Check
feature engineering steps58%Check
steps56%Check
modeling56%Check
tidymodels48%Check
org48%Check
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