The Jupyter Notebook
Reviews
Star rating
Rank in Python Integrated Development Environments (IDE)
Pros and cons
Pros
- Ease of Use
- Data Visualization
- Useful
- Data Analysis
- Performance
- Feature Variety
Cons
- File Management
- Large Data Management
- Difficult Management
- Poor Customer Support
- Learning Curve
- Complex Setup
Traffic & LLM citations
Source: G2 review data
Winning from
Losing to
Key stats
Adoption by company size
| Segment | Share of reviews |
|---|---|
| Small Business | 34.4% |
| Mid-Market | 30.0% |
| Enterprise | 35.6% |
Quarterly history
| Quarter | Reviews | Star rating |
|---|---|---|
| 2024 Q4 | 2 | 5.0 |
| 2025 Q1 | 2 | 5.0 |
| 2025 Q2 | 1 | — |
| 2025 Q3 | 2 | 4.0 |
| 2025 Q4 | 2 | 5.0 |
| 2026 Q2 | 5 | 5.0 |
| 2026 Q3 | 1 | — |
Satisfaction ratings
What reviewers say
User-Friendly Interface Makes Clean Coding Easy
“The user friendly interface love to code easy to handle and clean coding is so easy”
Seamlessly Combines Live Code, Narrative, and Interactive Visualizations
“What stands out most about Jupyter Notebook is how seamlessly it brings together live code, narrative text, and interactive visualizations in a single, shareable document.”
Jupyter Notebook Makes Experimentation and Learning Fast and Clear
“What I like best about Jupyter Notebook is how it combines code, visualizations, and documentation in one place, making experimentation and learning very efficient. It allows quick testing of ideas, easy debugging, and clear presentation of results, which is especially useful for”