Python vs R : comparaison de 30 métriques

Python vs R

Python

Python est un langage de programmation Object-Oriented, Functional, Procedural apparu en 1991, conçu par Guido van Rossum. Cas d’usage principaux : Web Development, Automation, Scripting.

R

R est un langage de programmation Multi-paradigm apparu en 1993, conçu par Ross Ihaka, Robert Gentleman. Cas d’usage principaux : Data Science, Scientific Computing, Statistics.

30 métriques

MétriquePythonR
GitHub Stars6376658302
Stack Overflow Tags877002729989
TIOBE Rank936
RedMonk Rank1320
PYPL Rank324
Average Salary (USD)129023122736
Job Postings4172938329
Benchmarks Score0.971.0
Learning CurveHardHard
Community SizeVery LargeVery Large
Documentation Quality98
Ecosystem Maturity1010
Industry Adoption108
Type System Complexity99
Concurrency Support108
Performance - Execution Speed108
Performance - Memory Usage99
Performance - Startup Time98
Tooling Quality98
Package Manager Quality99
IDE Support98
Debugging Experience99
GitHub Stars Rank720
Stack Overflow Tags Rank425
Average Salary Rank1223
Job Postings Rank922
Benchmarks Rank94
Learning Curve Score12
Community Size Score109
AHP Score8.317.66

Score AHP

  • Python: 8.31 (#7)
  • R: 7.66 (#23)
Python          | ######## 8.31
R               | ######## 7.66

Quand choisir Python

Web Development, Automation, Scripting, General Programming. Python est un langage de programmation Object-Oriented, Functional, Procedural apparu en 1991, conçu par Guido van Rossum. Cas d’usage principaux : Web Development, Automation, Scripting.

Quand choisir R

Data Science, Scientific Computing, Statistics, Visualization. R est un langage de programmation Multi-paradigm apparu en 1993, conçu par Ross Ihaka, Robert Gentleman. Cas d’usage principaux : Data Science, Scientific Computing, Statistics.

Exemple Hello World

Python:

print('Hello, World!')

R:

print('Hello, World!')

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