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Real Project: Analyze a Dataset End to End

DEV Community·Akhilesh·about 1 month ago
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Every post so far taught you one skill at a time. Load data. Clean data. Filter it. Group it. Visualize it. One concept, one post, one isolated practice exercise. Real work does not look like that. Real work looks like this: you get a dataset, you have a question, and you spend the next few hours loading, cleaning, questioning, visualizing, re-cleaning, finding something unexpected, investigating it, losing the thread, finding it again, and eventually producing an analysis that actually says something true about the data. This post is that experience. One dataset. One real question. Every skill from Phase 3 used in service of finding an actual answer. No isolated exercises. No pre-cleaned data. No hand-holding on what you will find. The Dataset: Netflix Movies and TV Shows Download it from Kaggle. Search "Netflix Movies and TV Shows dataset Kaggle" and download the netflix_titles.csv file. It is free, about 8000 rows, and has enough structure to ask interesting questions.…

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