Analyze InfoJobs Offers

This project analyzes job offers from InfoJobs, a popular job search website in Spain. The project uses Python and several libraries to clean, analyze, and visualize the data.

Requirements

To run this project, you need to have Python 3 and the following libraries installed:

• pandas
• tqdm
• JupyterLab
• matplotlib
• seaborn
• NLTK
• wordcloud

You can install these libraries using pip and the requirements.txt file:

pip install -r requirements.txt

Usage

To run the project, follow these steps:

1. Clone the repository to your local machine.
2. Create a virtual environment and activate it:

python3 -m venv env
source env/bin/activate

3. Install the required libraries using pip:

pip install -r requirements.txt

4. Download the data from InfoJobs: (optional)

If you don't have an InfoJobs account, you can use the pre-downloaded data in the data directory.

• In order to download the data, you need to have a developer account in InfoJobs. If you don't have one, you can create it for free in InfoJobs Developer Site.
• Once you have an account, create a file named api-key.txt in the root directory of the project, and add your credentials to it:

echo "YOUR_API_KEY" > api-key.txt

5. Open the analyze-infojobs-offers.ipynb notebook in JupyterLab, and run the cells in order. The notebook will clean and analyze the data, and create visualizations.

License

This project is licensed under the MIT License - see the LICENSE file for details. The data is property of InfoJobs and is used for educational purposes only.

Acknowledgments

This project was created for the Immune Tecnology Institute's Data Science Master. I would like to thank the following organizations for their resources and support:

• InfoJobs
• Immune Tecnology Institute