which production houses make the best movies for each language

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Manipulate a raw dataset. This means checking for missing values, duplicates, inconsistent entries (wrong values), variable names and labels, format, etc. You can create new variables from the existing ones if you want to. The goal is to transform the raw dataset into a structured form and to create a report that provides insights to the analyst for further and more complex analyses. Try to tell a story with your report, do analyses that mean something! The report should be in PDF format, generated by your code. You will need to submit the code and the report. Note that the code has to be automated (once it is done, if you press run, you need to be able to do manipulation, run analyses and create the report)! What could you explore? What's the average review score for movies? Has this changed over time? What genres are popular? Has this changed over time? Does production budget relate to popularity? Which production houses make the best movies for each language? What keywords distinguish the most successful movies?

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