Β Introducing:Β  The state of software development in Latin AmericaΒ 

NumPy engineers in Latam

What is NumPy?

NumPy is the fundamental package for scientific computing with Python.

Key stats as of December 31, 2023

Total NumPy engineers in Latam
14.9k
Growth of NumPy engineers in Latam since the last year
42%

NumPy engineers in Latam over time

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NumPy usage: number of engineers by country

πŸ‡§πŸ‡· Brazil
7.3k
πŸ‡¨πŸ‡΄ Colombia
1.6k
πŸ‡²πŸ‡½ Mexico
1.6k
πŸ‡¦πŸ‡· Argentina
1.4k
πŸ‡¨πŸ‡± Chile
0.8k
πŸ‡΅πŸ‡ͺ Peru
0.7k
🌎 Other
0.3k
πŸ‡ͺπŸ‡¨ Ecuador
0.3k
πŸ‡»πŸ‡ͺ Venezuela
0.2k
πŸ‡ΊπŸ‡Ύ Uruguay
0.2k
πŸ‡¨πŸ‡· Costa Rica
0.2k
πŸ‡¬πŸ‡Ή Guatemala
0.1k
πŸ‡§πŸ‡΄ Bolivia
0.1k
πŸ‡΅πŸ‡Ύ Paraguay
0.1k
πŸ‡΅πŸ‡¦ Panama
0.1k
Source: Public repositories found on GitHub

NumPy density: engineers per 10k residents by country

πŸ‡ΊπŸ‡Ύ Uruguay
0.5
πŸ‡¨πŸ‡± Chile
0.4
πŸ‡§πŸ‡· Brazil
0.3
πŸ‡¨πŸ‡΄ Colombia
0.3
πŸ‡¦πŸ‡· Argentina
0.3
πŸ‡¨πŸ‡· Costa Rica
0.3
πŸ‡΅πŸ‡ͺ Peru
0.2
πŸ‡ͺπŸ‡¨ Ecuador
0.2
πŸ‡΅πŸ‡¦ Panama
0.2
πŸ‡΅πŸ‡· Puerto Rico
0.2
πŸ‡²πŸ‡½ Mexico
0.1
πŸ‡»πŸ‡ͺ Venezuela
0.1
πŸ‡¬πŸ‡Ή Guatemala
0.1
πŸ‡§πŸ‡΄ Bolivia
0.1
πŸ‡΅πŸ‡Ύ Paraguay
0.1
Source: Public repositories found on GitHub

Number of engineers by language in Latam

LanguageNumber of Engineers
HTML
273.8k
CSS
249.9k
JavaScript
247.1k
Source: Public repositories found on GitHub

Number of engineers by framework in Latam

LanguageNumber of Engineers
NumPy
14.9k
Pandas
12.3k
Scikit-Learn
5.5k
Source: Public repositories found on GitHub