Learning pandas – Second Edition

With Learning pandas – Second Edition, you will learn how to use pandas to perform data analysis in Python. You will start with an overview of data analysis and iteratively progress from modeling data, to accessing data from remote sources, performing numeric and statistical analysis, through indexing and performing aggregate analysis, and finally to visualizing statistical data and applying pandas to finance. (Limited-time offer)

Table of Contents

• pandas and Data Analysis
• Up and Running with pandas
• Representing Univariate Data with the Series
• Representing Tabular and Multivariate Data with the DataFrame
• Manipulating DataFrame Structure
• Indexing Data
• Categorical Data
• Numerical and Statistical Methods
• Accessing Data
• Tidying Up Your Data
• Combining, Relating, and Reshaping Data
• Data Aggregation
• Time-Series Modelling
• Visualization
• Historical Stock Price Analysis

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