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Reading Trends

This repository showcases a comprehensive collection of books I have read since January 2021. It presents engaging word clouds, charts, graphs, and an interactive dashboard, offering a captivating visualization of my literary journey.

This project serves as a means to meticulously trace the words that have shaped my mind throughout the year. It is intriguing to note that, on average, Americans read 12 books annually, with 65% of them being print books. This statistic surpassed my initial expectations and inspired me to delve into a broader range of literature, setting the goal of reading at least 1 book per month.

Furthermore, in recognizing the profound influence of language in our daily lives, I am devoted to purposefully incorporating specific words and ideas into my consciousness daily. This endeavor is a deliberate effort to enhance my awareness and expand my intellectual horizons.

By combining my passion for data science with my love for learning, this project displays my technical expertise and commitment to personal growth.

Programming Language(s) Used:

  • Python

Package(s) Used:

  • Numpy
  • Pandas
  • Seaborn
  • Matplotlib
  • Wordcloud
  • Regular Expressions
  • Natural Language Toolkit

File Type(s):

  • Jupyter Notebook
  • Power BI Desktop File

Preview of ELT Insights

 

Preview of Word Clouds Containing Dominant Words in Book Titles

   

Preview of Dashboard Insights on Reading Patterns