Website review pysurvival.io
PySurvival
Generated on January 08 2026 03:00 AM
Old data? UPDATE !
The score is 45/100
SEO Content
Title
PySurvival
Length : 10
Perfect, your title contains between 10 and 70 characters.
Description
Open source package for Survival Analysis modeling
Length : 50
Ideally, your meta description should contain between 70 and 160 characters (spaces included). Use this free tool to calculate text length.
Keywords
Very bad. We haven't found meta keywords on your page. Use this free online meta tags generator to create keywords.
Og Meta Properties
This page does not take advantage of Og Properties. This tags allows social crawler's better structurize your page. Use this free og properties generator to create them.
Headings
| H1 | H2 | H3 | H4 | H5 | H6 |
| 1 | 4 | 0 | 0 | 0 | 0 |
- [H1] Welcome to pysurvival.io
- [H2] What is PySurvival ?
- [H2] Content
- [H2] Getting started
- [H2] Citation
Images
We found 4 images on this web page.
2 alt attributes are empty or missing. Add alternative text so that search engines can better understand the content of your images.
Text/HTML Ratio
Ratio : 14%
This page's ratio of text to HTML code is below 15 percent, this means that your website probably needs more text content.
Flash
Perfect, no Flash content has been detected on this page.
Iframe
Great, there are no Iframes detected on this page.
SEO Links
URL Rewrite
Good. Your links looks friendly!
Underscores in the URLs
We have detected underscores in your URLs. You should rather use hyphens to optimize your SEO.
In-page links
We found a total of 44 links including 1 link(s) to files
| Anchor | Type | Juice |
|---|---|---|
| Skip to content | Internal | Passing Juice |
| Home | Internal | Passing Juice |
| What is PySurvival ? | Internal | Passing Juice |
| Content | Internal | Passing Juice |
| Getting started | Internal | Passing Juice |
| Citation | Internal | Passing Juice |
| Installation | Internal | Passing Juice |
| Introduction to Survival Analysis | Internal | Passing Juice |
| The math of Survival Analysis | Internal | Passing Juice |
| Churn Prediction | Internal | Passing Juice |
| Credit Risk | Internal | Passing Juice |
| Employee Retention | Internal | Passing Juice |
| Predictive Maintenance | Internal | Passing Juice |
| Standard CoxPH (API) | Internal | Passing Juice |
| DeepSurv/Nonlinear CoxPH (API) | Internal | Passing Juice |
| Theory | Internal | Passing Juice |
| Linear MTLR (API) | Internal | Passing Juice |
| Neural MTLR (API) | Internal | Passing Juice |
| Theory | Internal | Passing Juice |
| Kaplan Meier (API) | Internal | Passing Juice |
| Smoothed Kaplan Meier (API) | Internal | Passing Juice |
| Theory | Internal | Passing Juice |
| Parametric models (API) | Internal | Passing Juice |
| Theory | Internal | Passing Juice |
| Simulation models (API) | Internal | Passing Juice |
| Theory | Internal | Passing Juice |
| Conditional Survival Forest (API) | Internal | Passing Juice |
| Extra Survival Trees (API) | Internal | Passing Juice |
| Random Survival Forest (API) | Internal | Passing Juice |
| Theory | Internal | Passing Juice |
| Linear Survival SVM (API) | Internal | Passing Juice |
| Kernel Survival SVM (API) | Internal | Passing Juice |
| Theory | Internal | Passing Juice |
| C-index | Internal | Passing Juice |
| Brier Score | Internal | Passing Juice |
| Activation Functions | Internal | Passing Juice |
| Saving/Loading models | Internal | Passing Juice |
| Tips for fitting models | Internal | Passing Juice |
| | External | Passing Juice |
| NumPy | External | Passing Juice |
| SciPy | External | Passing Juice |
| PyTorch | External | Passing Juice |
| - | Internal | Passing Juice |
| - | External | Passing Juice |
SEO Keywords
Keywords Cloud
modeling models import analysis survival pysurvival model mtlr coxphmodel from
Keywords Consistency
| Keyword | Content | Title | Keywords | Description | Headings |
|---|---|---|---|---|---|
| pysurvival | 9 |  |
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| model | 8 | |
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| modeling | 7 | |
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| from | 5 | |
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| analysis | 5 | |
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Usability
Url
Domain : pysurvival.io
Length : 13
Favicon
Great, your website has a favicon.
Printability
We could not find a Print-Friendly CSS.
Language
Good. Your declared language is en.
Dublin Core
This page does not take advantage of Dublin Core.
Document
Doctype
HTML 5
Encoding
Perfect. Your declared charset is UTF-8.
W3C Validity
Errors : 0
Warnings : 0
Email Privacy
Great no email address has been found in plain text!
Deprecated HTML
| Deprecated tags | Occurrences |
|---|---|
| <center> | 1 |
Deprecated HTML tags are HTML tags that are no longer used. It is recommended that you remove or replace these HTML tags because they are now obsolete.
Speed Tips
|
Excellent, your website doesn't use nested tables. |
|
Too bad, your website is using inline styles. |
|
Too bad, your website has too many CSS files (more than 4). |
|
Too bad, your website has too many JS files (more than 6). |
|
Perfect, your website takes advantage of gzip. |
Mobile
Mobile Optimization
|
Apple Icon |
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Meta Viewport Tag |
|
Flash content |
Optimization
XML Sitemap
Great, your website has an XML sitemap.
| https://square.github.io/pysurvival/sitemap.xml |
Robots.txt
https://pysurvival.io/robots.txt
Great, your website has a robots.txt file.
Analytics
Great, your website has an analytics tool.
Google Analytics |
PageSpeed Insights
Device
Categories
Free SEO Testing Tool
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