EDA Explorer

RugvAI Labs

Data scientists spend up to 80% of their time on EDA and data cleaning — not building models. Understanding data beats any fancy algorithm.

Which feature has the strongest correlation with house price? Can you find it in the heatmap?

This lab builds on concepts from:

Exploratory Data Analysis

Column:

20 house records4 features: sqft, bedrooms, age, priceSample dataset — simulated correlations

Data scientists spend up to 80% of their time on EDA and data cleaning — not building models. Understanding data beats any fancy algorithm.

Which feature has the strongest correlation with house price? Can you find it in the heatmap?

This lab builds on concepts from:

Exploratory Data Analysis

Column:

20 house records4 features: sqft, bedrooms, age, priceSample dataset — simulated correlations