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Data Analysis on IMDB data (2006-2016)

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Data Analysis with Python

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Prepare to dive into the fascinating world of movies and entertainment as we explore a detailed analysis of IMDb data from 2006 to 2016. Our journey has uncovered key insights that shed new light on the cinematic landscape. Here are the findings in simple terms:

Christopher Nolan Reigns: Christopher Nolan stands out as the top director, celebrated for his exceptional storytelling skills.

James Cameron's Revenue Feat: James Cameron has achieved the highest revenue among directors, showcasing his financial success in the industry.

Fame Isn't Everything: Being famous doesn't always guarantee high movie revenue. Success in the film world is more nuanced.

2016: A Year of Contrasts: While 2016 saw a surge in movie production, it also recorded the highest revenue, highlighting the dynamic nature of the industry.

Golden Runtime: Most movies fall within the 90 to 125-minute runtime range, a sweet spot for captivating audiences.

Rating and Revenue: High ratings don't always translate to high revenue, but movies with over 400 units of revenue tend to have good ratings.

The Dark Knight Shines: "The Dark Knight" is the highest-rated movie in our dataset, loved by both audiences and critics.

Star Wars Dominance: "Star Wars: Episode VII - The Force Awakens" has generated the most revenue from 2006 to 2016, making it a financial powerhouse.

However, it's important to note a limitation: some data was missing in the revenue and metascore columns, and we removed those entries to maintain data quality.


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