Map of Data Science
search toc
Guest 0reps
Sign up
Log in
account_circleMy Profile homeAbout paidPricing
emailContact us
exit_to_appLog out
Map of data science
Thanks for the thanks!
Sign out
Searching Tips
Search for a recipe:
"Creating a table in MySQL"
Search for an API documentation: "@append"
Search for code: "!dataframe"
Apply a tag filter: "#python"
Useful Shortcuts
/ to open search panel
Esc to close search panel
to navigate between search results
d to clear all current filters
Enter to expand content preview
Doc Search
Code Search Beta
Start speaking...
Voice search is only supported in Safari and Chrome.

Publishing articles on SkyTowner

By submitting your article, you acknowledge and agree to our terms and conditions:
Upload markdown file (.md)
Click or drag-and-drop
Before uploading, please make sure to have read our publishing guide before.
* * *

Our mission at SkyTowner is simple:

To create a centralized hub equipped with powerful search for free top-tier technical resources about data science

We are looking for talents who will join us in this mission by sharing their knowledge and skills to the data science community.

Why publish on SkyTowner?

  • To support the mission of SkyTowner to build a centralized hub for free top-tier technical resources about data science
  • To build up your portfolio and showcase your skills and knowledge to your employers. All your submissions and contributions will be shown in your proifle page. Here's an example. You will be able to obtain a PDF copy of your profile as well.
  • To improve your technical writing skills - your submissions will undergo rigorous peer review before publication
  • To give back to the SkyTowner community if you benefit from the platform

Topics to write about

In principle, we publish articles related to data science, which includes topics such as:

  • Python (sorry, we don't write about R)
  • PySpark
  • Python's data science libraries (e.g. scikit-learn, pandas, matplotlib)
  • Statistics, linear algebra, calculus, machine learning, AI
  • Computer science topics (e.g. database systems, algorithms)

If there's a topic you're passionate about that is only loosely related to data science, reach out to us and let's chat!

Types of articles

In essence, SkyTowner's resources can be classified into 3 categories:

Documentation and recipes are much easier to write, and will be readily accepted.

Pillars of SkyTowner

SkyTowner's articles are:

  • written in idiomatic English
  • concise without needless bloat
  • clear with minimal examples and explanations
  • professionally written without memes

General writing conventions

  • Prefer bulleting over long paragraphs
  • Accompany each code block with a clear explanation
  • Decompose your articles into sections using hierarchical headings


The reputation points awarded will be based on type of content you submit:

  • 50 points for documentation
  • 50 points for recipes
  • 150 points for guides

Depending on the milestones you achieve (e.g. 100 likes for an article), you will receieve more points.

Bads and Goods

Bad: If you want to add an element to a list:

Good: To add an element to a list:

Terms and conditions

  • Your articles will be published under the license of Attribution-NonCommercial-NoDerivatives 4.0 International
  • Submitted and accepted articles can be re-published on other websites (although not recommended)
  • Submitted and accepted articles cannot be removed. This is because others may have already invested time and effort in reviewing/editing the article. You can still choose to disassociate your name from the article.
  • You are granting rights for others to edit your work, given that the edits are constructive. You will remain as the core author of the article.

Submitting articles

Send us your work at By submitting your article, you acknowledge and agree to the terms and conditions specified above.

Any questions?

Please feel to join our Discord server and directly reach out to Isshin. Happy to talk with you 🙂