EDA using Pandas Profiling | YData Profiling Part 2

🚀 Welcome back to Part 2 of our ydata_profiling video! In this video, we dive into a new case study using the Google Play Store dataset from Kaggle.

Dataset Link - https://www.kaggle.com/datasets/gauthamp10/google-playstore-apps

📊 We'll demonstrate how ydata_profiling can be used to generate a profile report for this dataset, showcasing its powerful features and capabilities.

🔍 One of the highlights of this video is the use of word clouds generated by ydata_profiling for object-type features with too many categories. These word clouds provide a visual representation of the most common words in these features, offering valuable insights into the dataset at a glance.

📈 Additionally, we'll explore a new feature called "compare," which allows us to compare the profile reports of the train and test sets of a dataset. This feature makes it easy to observe the differences in the properties of the two sets, helping us gain a deeper understanding of the dataset's characteristics.

🔥 Whether you're a data enthusiast looking to explore new datasets or a seasoned data scientist seeking innovative tools for data analysis, this video is packed with valuable information and insights.

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Видео EDA using Pandas Profiling | YData Profiling Part 2 канала Six Sigma Pro SMART