⚡ Data Science in Germany

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

Germany is a Central European country with a population of around 84 million people.

According to our data, data science technologies are detected on 0.006% of websites from Germany.

Statistics based on 243K+ analyzed websites. About this data

⭐ Most Popular in 2026

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

The most popular is Hugging Face with an impressive share of 35.7%, followed by Quarto with 28.6% and Jupyter Notebook with 21.4%.

Hugging Face 35.7%
Quarto 28.6%
Jupyter Notebook 21.4%
Observable 7.1%
Google Colab 7.1%

🚀 Highlights

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

4. Observable ^(-1)

✨ Best Data Science Technologies

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

Rank	Name	Market share
1	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.	35.7%
2	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 Notebook notebooks and embed executable code in Python, R, Julia, or Observable. FreeOpen source	28.6%
3	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.	21.4%
4	Observable San Francisco, California, United States A collaborative web-based platform for creating interactive data visualizations, dashboards, and analytical notebooks. Free$22/editor/month	7.1%
5	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.	7.1%

👉 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 243,129 websites from Germany.
We currently track the presence of 9 data science technologies across the web.
Of these, 5 were detected on websites from Germany.
Statistics were last calculated on July 20, 2026.
For more details, see our methodology and disclaimer.