/Python-technologies-statistics

Application to understand the most demanded technologies on the tech market right now with help of Djinni.co

Primary LanguageJupyter Notebook

Python-technologies-statistics

Installation

Clone link from GitHub repository Python-technologies-statistics

python3 -m venv venv
source venv/bin/activate
pip install -r requirements.txt

How to Use

  • Step 1: Run the parse.py file. This script will parse the djinni.co website with the Python Vacancies filter and update the data in the vacancies.csv file.

  • Step 2: Open the djinni_python_vacancies_technology_analysis.ipynb Jupyter Notebook file. Here, you'll find various analytics and diagrams, including:

    • Top 20 most common technologies in the vacancies
    • Most popular technologies for Junior Vacancies
    • Analysis of Junior vacancies by views and applications
    • Analysis of vacancies' locations
    • Analysis of the options for Remote/Office/Hybrid work
    • Analysis of the vacancies' distribution by position (Junior, Middle, Senior, etc.)