Load sample dataset

Read example dataset to pandas DataFrame. Datasets are loaded from GitHub repository datasets-for-start, you need an internet connection to load them.

Binary classification datasets:

• Adult dataset - Predict whether an individual's income exceeds $50K/year based on census data.
• Breast Cancer dataset - Predict the presence of breast cancer based on various medical attributes.
• Credit Scoring dataset - Predict the likelihood of a customer defaulting on a loan.
• Employee Attrition dataset - Predict whether an employee will leave the company based on various factors.
• Pima Indians Diabetes - Predict the onset of diabetes based on diagnostic measurements.
• SPECT dataset - Predict heart disease based on SPECT imaging data.
• Titanic dataset - Predict the survival of passengers based on various features such as age, gender, and class.

Multiclass classification datasets:

• Iris dataset - Classify iris flowers into three different species based on their physical attributes.
• Wine dataset - Classify wines into different categories based on their chemical properties.

Regression datasets:

• Housing dataset - Predict housing prices based on various features of the houses.
• House prices dataset - Predict the final price of homes based on various features and attributes.

Explory data analysis dataset:

• IMDB Top 1000 The Best 1000 - A comprehensive collection of IMDb's top 1000 movies, including ratings, genres, and release information.
• World Happiness Report 2023 - Country-level happiness indicators from 2023, covering economic, social, and governance factors.
• US House Prices 1950-2024 - Historical US housing market data (1950-2024), featuring home prices and economic indicators.