---
license: apache-2.0
task_categories:
- tabular-classification
- tabular-regression
tags:
- employment
- job
- freelancer
- earning
- churn_prediction
pretty_name: Freelancer Churn & Earnings Prediction Dataset
size_categories:
- 1K<n<10K
---

# Freelancer Gig Success & Earnings Dataset

![Banner](banner.png)

A synthetic yet realistic dataset designed for machine learning, analytics, and business intelligence projects focused on freelancer marketplace performance.

## Overview

This dataset contains 12,000 freelancer profiles with features related to:

- Client satisfaction
- Repeat client behavior
- Portfolio strength
- Certifications
- Earnings
- Churn risk
- Marketplace success metrics

## Machine Learning Use Cases

- Churn Prediction
- Earnings Prediction
- Success Score Regression
- Freelancer Segmentation
- Business Analytics
- Feature Engineering Practice

## Dataset Features

| Feature | Description |
|---|---|
| hourly_rate_usd | Freelancer hourly pricing |
| job_success_rate | Success percentage |
| repeat_client_rate | Returning client percentage |
| portfolio_strength | Portfolio quality score |
| certifications_count | Number of certifications |
| total_earnings_12m_usd | Earnings in past 12 months |
| churn_risk | Risk classification |
| success_score | Overall performance score |

## Recommended Tasks

- Classification
- Regression
- EDA
- Dashboard Projects
- ML Competitions
- Data Visualization

## License

apache-2.0