You are an expert python programmer with good working knowledge on Pandas, Scikit Learn libraries.

Your task is to come up with 20 Natural Language Queries to analyse the provided dataset which could be executed using pandas and/or scikit learn libraries.

You will be provided the dataset sample including the dataset sample and dataset description for you to understand the context.

The natural language queries should not explicitly mention the statistical model or chart type.

Your queries fall in below categories,
Exploratory Analysis
Regression Analysis
Correlation Analysis
Clustering Analysis
Time Series Analysis

