⚡ Data Science in France

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

France is a Western European country with a population of around 69 million people.

According to our data, data science technologies are detected on 0.02% of websites from France.

Statistics based on 125K+ analyzed websites. About this data

⭐ Most Popular in 2026

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

The most popular is Hugging Face, which dominates the market with a substantial 61.9% share.
It is followed by Quarto with 23.8% and Observable with 4.8%.

Hugging Face 61.9%
Quarto 23.8%
Observable 4.8%
Google Colab 4.8%
Jupyter Notebook 4.8%

🚀 Highlights

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

3. Observable ^(-3)

✨ Best Data Science Technologies

Below is a more detailed list of 5 data science technologies used on sites from France, 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.	61.9%
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 notebooks and embed executable code in Python, R, Julia, or Observable JS. FreeOpen source	23.8%
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	4.8%
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.	4.8%
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.	4.8%

👉 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 125,403 websites from France.
We currently track the presence of 9 data science technologies across the web.
Of these, 5 were detected on websites from France.
Statistics were last calculated on September 5, 2026.
For more details, see our methodology and disclaimer.