⚡ Data Science in Switzerland

Data science platforms and tools help users build, test, and share data models, visualizations, and experiments.

Switzerland is a Central European country with a population of over 8.8 million people.

According to our data, data science technologies are detected on 0.01% of websites from Switzerland.

Statistics based on 47K+ analyzed websites. About this data

⭐ Most Popular in 2026

The following chart shows the top data science technologies on websites in Switzerland in 2026, based on market share.

The most popular is Quarto with an impressive share of 42.9%, followed by Hugging Face with 28.6% and Observable with 14.3%.

Quarto 42.9%
Hugging Face 28.6%
Observable 14.3%
Google Colab 14.3%
Jupyter Notebook 14.3%

🚀 Highlights

Here is a list of the top technologies that are more popular in Switzerland than worldwide.
Differences between global and country rankings are shown in parentheses.

1. Quarto ^(-1)
3. Observable ^(-3)

✨ Best Data Science Technologies

Below is a more detailed list of 5 data science technologies used on sites from Switzerland, ranked by their market share.

Rank	Name	Market share
1	Quarto Boston, Massachusetts, United States An open-source scientific and technical publishing system based on Markdown that allows users to write in plain-text Markdown or work with Jupyter notebooks and embed executable code in Python, R, Julia, or Observable JS. FreeOpen source	42.9%
2	Hugging Face New York, United States A machine learning and data science platform and community that helps users build, deploy and train machine learning models.	28.6%
3	Observable San Francisco, California, United States A collaborative web-based platform for creating interactive data visualizations, dashboards, and analytical notebooks. Free$22/editor/month	14.3%
4	Google Colab Mountain View, California, United States A hosted Jupyter Notebook environment from Google for writing Python code in a web browser and executing it in the cloud.	14.3%
5	Jupyter Notebook San Francisco, California, United States An open-source web application for creating and sharing interactive documents called notebooks that combine executable code, visualizations, and narrative text.	14.3%

👉 See Also

🌎 Data Science in other countries

🗃️ About This Data

We evaluate the popularity of technologies based on the number of websites where we detect their usage.
Technologies without a detectable web footprint, and those we do not track, are not reflected in the calculated market share.
This report is based on the analysis of 47,417 websites from Switzerland.
We currently track the presence of 9 data science technologies across the web.
Of these, 5 were detected on websites from Switzerland.
Statistics were last calculated on September 5, 2026.
For more details, see our methodology and disclaimer.