mwaoh / bible-sentiment-analysis

Genesis Book

Bible-Sentiment-Analysis

Genesis Book

Tokenize the text: Divide the text into smaller units, such as words or phrases, for analysis.

Perform sentiment analysis: Use a sentiment analysis library or tool to identify and categorize the sentiment expressed in each token. Sentiment analysis can be performed using various techniques such as machine learning, rule-based, or lexicon-based methods.

Apply sentiment to the book of Genesis: Apply the sentiment analysis to the entire text of Genesis to identify overall sentiment patterns in the book.

Visualize the results: Create visualizations such as histograms, line charts, or heat maps to represent the sentiment patterns in Genesis.

Interpret the results: Analyze the sentiment patterns to understand how the sentiment changes throughout the book and what themes or topics are associated with specific sentiments.

It is important to keep in mind that sentiment analysis is not always 100% accurate, and results may be influenced by factors such as the tone of the text, the language used, and cultural context.