The domains where problems are faced in the existing system are Data Volume and Variety, Data Quality and Cleansing, Complex Data Relationships, and Real-time Analysis. Data Volume and Variety of Netflix generates massive amounts of data daily, including user behavior, content preferences, and streaming patterns. Analyzing and making sense of this vast and diverse dataset can be challenging. Data Quality and Cleansing ensures the accuracy, completeness, and consistency of the data that is crucial for meaningful analysis. Data cleaning and preprocessing tasks are time-consuming and require expertise. Complex Data Relationships of Netflix data contains complex relationships between users, content, genres, and other variables. Understanding and visualizing these relationships can be difficult without proper tools and techniques. Real-time Analysis of Netflix operates in a fast-paced environment where real-time analysis is essential. Traditional analytical methods may not be efficient in processing and analyzing data in real time. The paper gives various Netflix analyses using Tableau.

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Netflix Analysis Using Tableau and ML

  • E. Elakiya,
  • Leki Chom Thungon,
  • Benoy Joseph,
  • Manas Kamal Das

摘要

The domains where problems are faced in the existing system are Data Volume and Variety, Data Quality and Cleansing, Complex Data Relationships, and Real-time Analysis. Data Volume and Variety of Netflix generates massive amounts of data daily, including user behavior, content preferences, and streaming patterns. Analyzing and making sense of this vast and diverse dataset can be challenging. Data Quality and Cleansing ensures the accuracy, completeness, and consistency of the data that is crucial for meaningful analysis. Data cleaning and preprocessing tasks are time-consuming and require expertise. Complex Data Relationships of Netflix data contains complex relationships between users, content, genres, and other variables. Understanding and visualizing these relationships can be difficult without proper tools and techniques. Real-time Analysis of Netflix operates in a fast-paced environment where real-time analysis is essential. Traditional analytical methods may not be efficient in processing and analyzing data in real time. The paper gives various Netflix analyses using Tableau.