NumPy
Mentioned by AI
Mentioned in 37/169 answers across 1 Segments on 5 engines
5 of 5 engines name itLast seen Oct 22, 2026
Where it is mentioned
| Question | Mentions | Avg position | Engines |
|---|---|---|---|
| What Python libraries do data scientists use? Data Science | 5/5 | #1.2 ±0.5 | ChatGPT, Google AI Mode, Gemini, Perplexity, Copilot |
| Which Python libraries are best for data science? Data Science | 4/5 | #1.8 ±1.0 | ChatGPT, Google AI Mode, Gemini, Copilot |
| How long does it take to learn Python for data science? Data Science | 4/5 | #1.8 ±1.0 | ChatGPT, Google AI Mode, Gemini, Copilot |
| How do I get started with Python for data science? Data Science | 4/5 | #4.0 ±3.5 | ChatGPT, Google AI Mode, Gemini, Copilot |
| Python vs R for data science: which should I use? Data Science | 3/5 | #4.0 | ChatGPT, Google AI Mode, Gemini |
| What are the top Data science & ML engineering tools in 2026? Data Science | 14/30 | #4.4 ±1.7 | ChatGPT, Google AI Mode, Gemini, Perplexity, Copilot |
| Python vs R for data science, which should I use? Data Science | 3/5 | #7.3 ±5.8 | ChatGPT, Google AI Mode, Gemini |
Which engines name it - and which do not
- ChatGPT7 questions
- Google AI Mode7 questions
- Gemini7 questions
- Copilot5 questions
- Perplexity2 questions
ChatGPT names NumPy in 7 questions, Google AI Mode names NumPy in 7 questions, Gemini names NumPy in 7 questions, Copilot names NumPy in 5 questions and Perplexity names NumPy in 2 questions.
Counted from the questions above. A question may not have run on every engine.
Where it is strongest and weakest
Strongest
- What Python libraries do data scientists use?5/5 · #1.2 ±0.5
- Which Python libraries are best for data science?4/5 · #1.8 ±1.0
- How long does it take to learn Python for data science?4/5 · #1.8 ±1.0
Weakest
- Python vs R for data science, which should I use?3/5 · #7.3 ±5.8
- What are the top Data science & ML engineering tools in 2026?14/30 · #4.4 ±1.7
- Python vs R for data science: which should I use?3/5 · #4.0 ±0.0
± is the spread of positions across answers. A wide spread means the ranking is unstable - which means it is winnable.
Spelling variants
Engines spell this brand 2 ways. All of them are counted on this page as NumPy.
- numpy
- NumPy
Source: ranking answers from 5 AI engines, first seen Aug 7, 2026, last seen Oct 22, 2026. This page is generated from observations only - it is not claimed or edited by NumPy.