Datasetpublic

sarveshchhetri/Freelancer_Success_Earnings_and_Churn_Prediction

Freelancer Gig Success & Earnings Dataset 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… See the full description on the dataset page: https://huggingface.co/datasets/sarveshchhetri/Freelancer_Success_Earnings_and_Churn_Prediction.

sourceHugging Faceapache-2.0updated 5mo agoView on Hugging Face

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Freelancer Gig Success & Earnings Dataset

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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
hourlyrateusd	Freelancer hourly pricing
jobsuccessrate	Success percentage
repeatclientrate	Returning client percentage
portfolio_strength	Portfolio quality score
certifications_count	Number of certifications
totalearnings12m_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