# NumPy engineers in Venezuela

## Key stats as of October 31, 2023

- Total NumPy engineers in Venezuela
- 0.2k
- Share of Latam's NumPy engineers located in Venezuela
- 1%
- Growth of NumPy engineers in Venezuela since the last year
- 53%

## NumPy engineers in Venezuela over time

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## NumPy usage: number of engineers by country

π§π· Brazil | 6.9k |

π¨π΄ Colombia | 1.5k |

π²π½ Mexico | 1.5k |

π¦π· Argentina | 1.3k |

π Other | 0.8k |

π¨π± Chile | 0.7k |

π΅πͺ Peru | 0.6k |

πͺπ¨ Ecuador | 0.3k |

π»πͺ Venezuela | 0.2k |

πΊπΎ Uruguay | 0.2k |

Source: Public repositories found on GitHub |

## NumPy density: engineers per 10k residents by country

πΊπΎ Uruguay | 0.5 |

π¨π± Chile | 0.4 |

π§π· Brazil | 0.3 |

π¨π΄ Colombia | 0.3 |

π¦π· Argentina | 0.3 |

π¨π· Costa Rica | 0.3 |

π΅πͺ Peru | 0.2 |

π΅π¦ Panama | 0.2 |

π²π½ Mexico | 0.1 |

π»πͺ Venezuela | 0.1 |

Source: Public repositories found on GitHub |

## Number of engineers by language in Venezuela

Language | Number of Engineers |
---|---|

HTML | 5.5k |

JavaScript | 5.2k |

CSS | 5.2k |

Source: Public repositories found on GitHub |

## Number of engineers by framework in Venezuela

Language | Number of Engineers |
---|---|

NumPy | 0.2k |

Pandas | 0.2k |

Scikit-Learn | 0.1k |

Source: Public repositories found on GitHub |