Course Content

Tweet Sentiment Analysis

Introduction Reading the Data Print out the Basic Info of our Dataset Data Preprocessing EDA Plot the Distribution Text Cleaning Words Count Generate a Word Cloud Text Sentiment Analysis Sentiment Classification

Print out the Basic Info of our Dataset

Now that we have imported our data, let's check its shape and main info about its columns.

Methods description

.shape: This attribute returns a tuple representing the dimensions of the DataFrame, where the first element is the number of rows and the second element is the number of columns. It does not take any arguments;
.info() method in Pandas provides a concise summary of the DataFrame, including its index data type and column data types, non-null values, and memory usage.

Task

Get the dimensionality of the DataFrame).
Get DataFrame information.

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Section 1. Chapter 3

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Methods description

.shape: This attribute returns a tuple representing the dimensions of the DataFrame, where the first element is the number of rows and the second element is the number of columns. It does not take any arguments;

.info() method in Pandas provides a concise summary of the DataFrame, including its index data type and column data types, non-null values, and memory usage.