SuperMalter

Supermalter is a data science project that aims at analyzing the blooming market of freelancing in Europe.

Table of content

• Introduction
• Installation
• Usage
• Contributing
• License

Introduction

To analyse the freelancing market we are using the data from the platform Malt where we scrapped every freelancer profile from (330K as of November 2023).

You can find a detailed presentation here of our analysis that shows what the best freelancer profile looks like and how you could improve yours.

We also made a WebApp to determine your TJM (daily rate) based on your profile and a ML (Machine Learning Model) that we trained on the data we scrapped.

Installation

Make sure you have installed python on your system

Usage

To use this project you can clone this repository and run the following commands:

# Install the dependencies
pip install -r requirements.txt

# Get the data from the Malt website (ask us for the data)

# You can then run the different notebooks to analyse and scrap the data under the src folder

Contributing

If you want to contribute to this project you can fork this repository and make a pull request with your changes.

License

This project is under the MIT license.